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Wu Q, Hatse S, Kenis C, Fernández-García J, Altea-Manzano P, Billen J, Planque M, Vandekeere A, Lambrechts Y, Richard F, Punie K, Neven P, Smeets A, Nevelsteen I, Floris G, Desmedt C, Gomes AP, Fendt SM, Wildiers H. Serum methylmalonic acid concentrations at breast cancer diagnosis significantly correlate with clinical frailty. GeroScience 2024; 46:1489-1498. [PMID: 37632634 PMCID: PMC10828366 DOI: 10.1007/s11357-023-00908-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 08/04/2023] [Indexed: 08/28/2023] Open
Abstract
Methylmalonic acid (MMA), a by-product of propionate metabolism, is known to increase with age. This study investigates the potential of serum MMA concentrations as a biomarker for age-related clinical frailty in older patients with breast cancer. One hundred nineteen patients ≥ 70 years old with early-stage breast cancer were included (median age 76 years). G8 screening, full geriatric assessment, clinical parameters (i.e., estimated glomerular filtration rate (eGFR) and body mass index (BMI)), and serum sample collection were collected at breast cancer diagnosis before any therapy was administered. MMA concentrations were measured via liquid chromatography with tandem mass spectrometry. MMA concentrations significantly increased with age and eGFR (all P < 0.001) in this older population. The group with an abnormal G8 (≤ 14, 51% of patients) had significantly higher MMA levels than the group with normal G8 (> 14, 49%): 260 nmol/L vs. 188 nmol/L, respectively (P = 0.0004), even after correcting for age and eGFR (P = 0.001). Furthermore, in the detailed assessment, MMA concentrations correlated most with mobility (Eastern Cooperative Oncology Group (ECOG) Performance Status and Activities of Daily Living (ADL) tools, all P ≤ 0.02), comorbidity (Charlson Comorbidity Index (CCI) tool, P = 0.005), and polypharmacy (P < 0.001), whereas no significant associations were noted for instrumental ADL (IADL), Mini-Mental State Examination (MMSE), Geriatric Depression Scale-15 (GDS15), Mini Nutritional Assessment-Short Form (MNA-SF), and pain (all P > 0.1). In addition, our results showed that higher MMA levels correlate with poor overall survival in breast cancer patients (P = 0.003). Elevated serum MMA concentrations at initial diagnosis are significantly associated, not only with age but also independently with clinical frailty, suggesting a possible influence of MMA on clinical frailty in older patients with early-stage breast cancer.
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Affiliation(s)
- Qi Wu
- Laboratory of Experimental Oncology (LEO), Department of Oncology, KU Leuven, Louvain, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000, Louvain, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Herestraat 49, 3000, Louvain, Belgium
| | - Sigrid Hatse
- Laboratory of Experimental Oncology (LEO), Department of Oncology, KU Leuven, Louvain, Belgium
| | - Cindy Kenis
- Department of General Medical Oncology, University Hospitals Leuven, Louvain, Belgium
- Department of Geriatric Medicine, University Hospitals Leuven, Louvain, Belgium
- Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Louvain, Belgium
| | - Juan Fernández-García
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000, Louvain, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Herestraat 49, 3000, Louvain, Belgium
| | - Patricia Altea-Manzano
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000, Louvain, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Herestraat 49, 3000, Louvain, Belgium
| | - Jaak Billen
- Laboratory of Clinical and Experimental Endocrinology, Department of Chronic Disease and Metabolism, KU Leuven, Louvain, Belgium
| | - Mélanie Planque
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000, Louvain, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Herestraat 49, 3000, Louvain, Belgium
| | - Anke Vandekeere
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000, Louvain, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Herestraat 49, 3000, Louvain, Belgium
| | - Yentl Lambrechts
- Laboratory of Experimental Oncology (LEO), Department of Oncology, KU Leuven, Louvain, Belgium
| | - François Richard
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Louvain, Belgium
| | - Kevin Punie
- Department of General Medical Oncology, University Hospitals Leuven, Louvain, Belgium
- Department of Geriatric Medicine, University Hospitals Leuven, Louvain, Belgium
- Multidisciplinary Breast Center, University Hospitals Leuven, Louvain, Belgium
| | - Patrick Neven
- Multidisciplinary Breast Center, University Hospitals Leuven, Louvain, Belgium
| | - Ann Smeets
- Multidisciplinary Breast Center, University Hospitals Leuven, Louvain, Belgium
- Department of Surgical Oncology, University Hospitals Leuven, KU Leuven, Louvain, Belgium
| | - Ines Nevelsteen
- Multidisciplinary Breast Center, University Hospitals Leuven, Louvain, Belgium
| | - Giuseppe Floris
- Laboratory for Cell and Tissue Translational Research, Department of Imaging and Radiology, KU Leuven, Louvain, Belgium
- Department of Pathology, University Hospitals Leuven, Louvain, Belgium
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Louvain, Belgium
| | - Ana P Gomes
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Sarah-Maria Fendt
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000, Louvain, Belgium.
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Herestraat 49, 3000, Louvain, Belgium.
| | - Hans Wildiers
- Laboratory of Experimental Oncology (LEO), Department of Oncology, KU Leuven, Louvain, Belgium.
- Department of General Medical Oncology, University Hospitals Leuven, Louvain, Belgium.
- Department of Geriatric Medicine, University Hospitals Leuven, Louvain, Belgium.
- Multidisciplinary Breast Center, University Hospitals Leuven, Louvain, Belgium.
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Van Baelen K, Van Cauwenberge J, Maetens M, Beck G, Camden A, Chase MC, Fraser V, Freeney S, Hutcheson L, Levine JK, Lien T, Terveer R, Turner C, Senkus E, Jankowitz RC, Vandecaveye V, Floris G, Neven P, Wildiers H, Sawyer E, Vincent-Salomon A, Derksen PWB, Desmedt C. Reporting on invasive lobular breast cancer in clinical trials: a systematic review. NPJ Breast Cancer 2024; 10:23. [PMID: 38509112 PMCID: PMC10954721 DOI: 10.1038/s41523-024-00627-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 02/27/2024] [Indexed: 03/22/2024] Open
Abstract
Invasive lobular breast cancer (ILC) differs from invasive breast cancer of no special type in many ways. Evidence on treatment efficacy for ILC is, however, lacking. We studied the degree of documentation and representation of ILC in phase III/IV clinical trials for novel breast cancer treatments. Trials were identified on Pubmed and clinicaltrials.gov. Inclusion/exclusion criteria were reviewed for requirements on histological subtype and tumor measurability. Documentation of ILC was assessed and ILC inclusion rate, central pathology and subgroup analyses were evaluated. Inclusion restrictions concerning tumor measurability were found in 39/93 manuscripts. Inclusion rates for ILC were documented in 13/93 manuscripts and varied between 2.0 and 26.0%. No central pathology for ILC was reported and 3/13 manuscripts had ILC sub-analyses. ILC is largely disregarded in most trials with poor representation and documentation. The current inclusion criteria using RECIST v1.1, fall short in recognizing the unique non-measurable metastatic infiltration of ILC.
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Affiliation(s)
- Karen Van Baelen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Josephine Van Cauwenberge
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Marion Maetens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Gabriela Beck
- European Lobular Breast Cancer Consortium, Utrecht, the Netherlands
| | - Ann Camden
- Lobular Breast Cancer Alliance inc., Plymouth, MA, USA
| | | | | | - Siobhan Freeney
- European Lobular Breast Cancer Consortium, Utrecht, the Netherlands
- Lobular Ireland, Dublin, Ireland
| | | | | | - Tone Lien
- European Lobular Breast Cancer Consortium, Utrecht, the Netherlands
| | - Rian Terveer
- European Lobular Breast Cancer Consortium, Utrecht, the Netherlands
- Borstkankervereniging Nederland, Utrecht, the Netherlands
| | - Claire Turner
- European Lobular Breast Cancer Consortium, Utrecht, the Netherlands
- Lobular Breast Cancer UK, Manchester, UK
| | - Elzbieta Senkus
- Department of Oncology and Radiotherapy, Medical University of Gdańsk, Gdańsk, Poland
| | - Rachel C Jankowitz
- Division of Hematology/Oncology, Abramsom Cancer Center, University of Pennsylvania, Philadelphia, USA
| | - Vincent Vandecaveye
- Department of Radiology, University Hospitals Leuven, Leuven, Belgium
- Division of Translational MRI, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Giuseppe Floris
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Patrick Neven
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Elinor Sawyer
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Anne Vincent-Salomon
- Department of Pathology, Institut Curie, Paris Sciences Lettres University, Paris, France
| | - Patrick W B Derksen
- Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium.
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3
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Seghers PALN, Rostoft S, O'Hanlon S, O'Donovan A, Schulkes K, Montroni I, Portielje JEA, Wildiers H, Soubeyran P, Hamaker ME. How to incorporate chronic health conditions in oncologic decision-making and care for older patients with cancer? A survey among healthcare professionals. Eur Geriatr Med 2024:10.1007/s41999-023-00919-2. [PMID: 38507039 DOI: 10.1007/s41999-023-00919-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Accepted: 12/13/2023] [Indexed: 03/22/2024]
Abstract
PURPOSE A substantial proportion of patients with cancer are older and experience multimorbidity. As the population is ageing, the management of older patients with multimorbidity including cancer will represent a significant challenge to current clinical practice. METHODS This study aimed to (1) identify which chronic health conditions may cause change in oncologic decision-making and care in older patients and (2) provide guidance on how to incorporate these in decision-making and care provision of older patients with cancer. Based on a scoping literature review, an initial list of prevalent morbidities was developed. A subsequent survey among healthcare providers involved in the care for older patients with cancer assessed which chronic health conditions were relevant and why. RESULTS A list of 53 chronic health conditions was developed, of which 34 were considered likely or very likely to influence decision-making or care according to the 39 healthcare professionals who responded. These conditions were further categorized into five patient profiles. From these conditions, five patient profiles were developed, namely, (1) a somatic profile consisting of cardiovascular, metabolic, and pulmonary disease, (2) a functional profile, including conditions that cause disability, dependency or a high caregiver burden, (3) a psychosocial profile, including cognitive impairment, (4) a nutritional profile also including digestive system diseases, and finally, (5) a concurrent cancer profile. All profiles were considered likely to impact decision-making with differences between treatment modalities. The impact on the care trajectory was generally considered less significant, except for patients with care dependency and psychosocial health problems. CONCLUSIONS Chronic health conditions have various ways of influencing oncologic decision-making and the care trajectory in older adults with cancer. Understanding why specific chronic health conditions may impact the oncologic care trajectory can aid clinicians in the management of older patients with multimorbidity, including cancer.
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Affiliation(s)
- P A L Nelleke Seghers
- Department of Geriatric Medicine, Diakonessenhuis, Bosboomstraat 1, 3572 KE, Utrecht, The Netherlands.
| | - Siri Rostoft
- Department of Geriatric Medicine, Oslo University Hospital, 0424, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, 0318, Oslo, Norway
| | - Shane O'Hanlon
- Department of Geriatric Medicine, St Vincent's University Hospital, Dublin, D04 T6F4, Ireland
- Department of Geriatric Medicine, University College Dublin, Dublin, D04 V1W8, Ireland
| | - Anita O'Donovan
- Applied Radiation Therapy Trinity (ARTT), Discipline of Radiation Therapy, School of Medicine, Trinity St. James's Cancer Institute, Trinity College Dublin, University of Dublin, Dublin, Ireland
| | - Karlijn Schulkes
- Department of Pulmonology, Diakonessenhuis, 3582 KE, Utrecht, The Netherlands
| | - Isacco Montroni
- Division of Colorectal Surgery, Ospedale Santa Maria delle Croci, Viale Randi 5, 48121, Ravenna, Italy
| | - Johanneke E A Portielje
- Department of Medical Oncology, Leiden University Medical Center-LUMC, 2333 ZA, Leiden, The Netherlands
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Louvain, Belgium
| | - Pierre Soubeyran
- Department of Medical Oncology, Institut Bergonié, Inserm U1312, SIRIC BRIO, Université de Bordeaux, 33076, Bordeaux, France
| | - Marije E Hamaker
- Department of Geriatric Medicine, Diakonessenhuis, Bosboomstraat 1, 3572 KE, Utrecht, The Netherlands
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Wu Q, Hatse S, Kenis C, Fernández-García J, Altea-Manzano P, Billen J, Planque M, Vandekeere A, Lambrechts Y, Richard F, Punie K, Neven P, Smeets A, Nevelsteen I, Floris G, Desmedt C, Gomes AP, Fendt SM, Wildiers H. Aging-accumulated methylmalonic acid serum levels at breast cancer diagnosis are not associated with distant metastases. Breast Cancer Res Treat 2024:10.1007/s10549-024-07260-7. [PMID: 38472594 DOI: 10.1007/s10549-024-07260-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 01/18/2024] [Indexed: 03/14/2024]
Abstract
PURPOSE Recent evidence suggests that age-accumulated methylmalonic acid (MMA) promotes breast cancer progression in mice. This study aims to investigate the association between baseline serum MMA concentrations in patients with breast cancer and the development of subsequent distant metastases. METHODS We included 32 patients with early Luminal B-like breast cancer (LumB, median age 62.4y) and 52 patients with early triple-negative breast cancer (TNBC, median age 50.5y) who developed distant metastases within 5 years. They were matched to an equal number of early breast cancer patients (median age 62.2y for LumB and 50.5y for TNBC) who did not develop distant metastases with at least 5 years of follow-up. RESULTS Baseline serum MMA levels at breast cancer diagnosis showed a positive correlation with age (P < 0.001) and a negative correlation with renal function and vitamin B12 (all P < 0.02), but no statistical association was found with BMI or tumor stage (P > 0.6). Between matched pairs, no significant difference was observed in MMA levels, after adjusting for kidney function and age (P = 0.19). Additionally, in a mouse model, a significant decline in MMA levels was observed in the tumor-bearing group compared to the group without tumors before and after tumor establishment or at identical times for the control group (P = 0.03). CONCLUSION Baseline serum MMA levels in patients with breast cancer are not correlated with secondary distant metastasis. Evidence in the mouse model suggests that the presence of a tumor perturbates MMA levels.
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Affiliation(s)
- Qi Wu
- Laboratory of Experimental Oncology (LEO), Department of Oncology, KU Leuven, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Sigrid Hatse
- Laboratory of Experimental Oncology (LEO), Department of Oncology, KU Leuven, Leuven, Belgium
| | - Cindy Kenis
- Department of General Medical Oncology & Department of Geriatric Medicine, University Hospitals Leuven, Herestraat 49, 3000, Leuven, Belgium
- Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium
| | - Juan Fernández-García
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Patricia Altea-Manzano
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Jaak Billen
- Laboratory of Clinical and Experimental Endocrinology, Department of Chronic Disease and Metabolism, KU Leuven, Leuven, Belgium
| | - Mélanie Planque
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Anke Vandekeere
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Yentl Lambrechts
- Laboratory of Experimental Oncology (LEO), Department of Oncology, KU Leuven, Leuven, Belgium
| | - François Richard
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Kevin Punie
- Department of General Medical Oncology & Department of Geriatric Medicine, University Hospitals Leuven, Herestraat 49, 3000, Leuven, Belgium
- Multidisciplinary Breast Center, University Hospitals Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Patrick Neven
- Multidisciplinary Breast Center, University Hospitals Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Ann Smeets
- Multidisciplinary Breast Center, University Hospitals Leuven, Herestraat 49, 3000, Leuven, Belgium
- Department of Surgical Oncology, University Hospitals Leuven, KU Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- Multidisciplinary Breast Center, University Hospitals Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Giuseppe Floris
- Laboratory for Cell and Tissue Translational Research, Department of Imaging and Radiology, Department of Pathology, KU Leuven, University Hospitals Leuven, Leuven, Belgium
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Ana P Gomes
- Department of Molecular Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Sarah-Maria Fendt
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Herestraat 49, 3000, Leuven, Belgium.
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium.
| | - Hans Wildiers
- Laboratory of Experimental Oncology (LEO), Department of Oncology, KU Leuven, Leuven, Belgium.
- Department of General Medical Oncology & Department of Geriatric Medicine, University Hospitals Leuven, Herestraat 49, 3000, Leuven, Belgium.
- Multidisciplinary Breast Center, University Hospitals Leuven, Herestraat 49, 3000, Leuven, Belgium.
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5
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Diéras V, Han HS, Wildiers H, Friedlander M, Ayoub JP, Puhalla SL, Loirat D, Ratajczak C, Adamu H, Girardi V, Arun BK. Veliparib with carboplatin and paclitaxel in BRCA-mutated advanced breast cancer (BROCADE3): Final overall survival results from a randomized phase 3 trial. Eur J Cancer 2024; 200:113580. [PMID: 38309017 DOI: 10.1016/j.ejca.2024.113580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 01/19/2024] [Accepted: 01/20/2024] [Indexed: 02/05/2024]
Abstract
BACKGROUND In the BROCADE3 study, the addition of veliparib to carboplatin plus paclitaxel resulted in a significant improvement in progression-free survival (PFS) compared with placebo plus carboplatin and paclitaxel, in patients with germline BRCA1 or BRCA2 (BRCA1/2)-mutated, human epidermal growth factor receptor 2 (HER2)-negative advanced breast cancer. We now report final overall survival (OS) data. METHODS BROCADE3 is a randomized phase 3 study that enrolled patients with BRCA1/2-mutated, HER2-negative advanced breast cancer who received ≤ 2 prior lines of chemotherapy for metastatic disease. Patients were randomized 2:1 to carboplatin and paclitaxel, dosed with either veliparib or matching placebo. OS was a secondary endpoint. RESULTS In the intention-to-treat population (N = 509), 337 patients were randomized to receive veliparib and 172 to placebo. Median OS was 32.4 months vs 28.2 months (hazard ratio, 0.916; 95% CI, 0.736-1.140; P = .434). The updated safety data for veliparib are consistent with those reported in the primary analysis; the addition of veliparib was generally well tolerated. CONCLUSIONS Final OS data indicate that the PFS improvement shown in the primary analysis did not translate into an OS benefit. The long survival times observed in both arms suggest that combination therapy with paclitaxel and carboplatin provides clinical benefit in the population of patients with BRCA1/2-mutated metastatic breast cancer.
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Affiliation(s)
- Véronique Diéras
- Medical Oncology Department, Institut Curie, 26 rue d'Ulm, 75005, Paris, France; Medical Oncology Department, Centre Eugène Marquis, Av. de la Bataille Flandres-Dunkerque CS 44229, 35000 Rennes, France.
| | - Hyo S Han
- Moffitt Cancer Center, 12920 McKinley Drive, Tampa, FL 33612, USA
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Herestraat 49, O&N4 box 818, 3000 Leuven, Belgium
| | - Michael Friedlander
- School of Clinical Medicine, UNSW Sydney, Cnr High St & Botany St., Sydney NSW 2052, Australia; Department of Medical Oncology, The Prince of Wales Hospital, Barker Street, Randwick, NSW 2031 Australia
| | - Jean-Pierre Ayoub
- Centre Hospitalier de l'Université de Montréal, 1000 rue Saint-Denis, Montréal, QC H2X 0C1, Canada
| | - Shannon L Puhalla
- UPMC Hillman Cancer Center, 9100 Babcock Blvd Ste G600, Pittsburgh, PA 15237, USA
| | - Delphine Loirat
- Medical Oncology Department, Institut Curie, 26 rue d'Ulm, 75005, Paris, France
| | | | | | | | - Banu K Arun
- The University of Texas MD Anderson Cancer Center, 1155 Pressler St, Houston, TX 77030, USA
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6
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Seghers PALN, Rostoft S, O'Hanlon S, Degol L, Kenis C, Wildiers H, Soubeyran P, Hamaker ME. A care pathway for older patients with multimorbidity including cancer - Design of the GERONTE pathway. J Geriatr Oncol 2024; 15:101654. [PMID: 37925337 DOI: 10.1016/j.jgo.2023.101654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 10/14/2023] [Accepted: 10/23/2023] [Indexed: 11/06/2023]
Affiliation(s)
- P A L Nelleke Seghers
- Department of Geriatric Medicine, Diakonessenhuis, 3582, KE, Utrecht, the Netherlands.
| | - Siri Rostoft
- Department of Geriatric Medicine, Oslo University Hospital, 0424 Oslo, Norway; Institute of Clinical Medicine, University of Oslo, 0318 Oslo, Norway.
| | - Shane O'Hanlon
- Department of Geriatric Medicine, St Vincent's University Hospital, D04 T6F4 Dublin, Ireland; Department of Geriatric Medicine, University College Dublin, D04 V1W8 Dublin, Ireland.
| | - Lien Degol
- Department of General Medical Oncology and Geriatric Medicine, University Hospitals Leuven, Leuven, Belgium; Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium.
| | - Cindy Kenis
- Department of General Medical Oncology and Geriatric Medicine, University Hospitals Leuven, Leuven, Belgium; Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium.
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium.
| | - Pierre Soubeyran
- Department of Medical Oncology, Institut Bergonié, Inserm U1312, SIRIC BRIO, Université de Bordeaux, 33076 Bordeaux, France.
| | - Marije E Hamaker
- Department of Geriatric Medicine, Diakonessenhuis, 3582, KE, Utrecht, the Netherlands.
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7
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Wildiers H, Armstrong A, Cuypere E, Dalenc F, Dirix L, Chan S, Marme F, Schröder CP, Huober J, Duhoux FP, Vuylsteke P, Jager A, Brain E, Kuemmel S, Pápai Z, Menke-van der Houven van Oordt CW, Perjesi L, Mueller C, Brignone C, Triebel F. Paclitaxel plus Eftilagimod Alpha, a Soluble LAG-3 Protein, in Metastatic, HR+ Breast Cancer: Results from AIPAC, a Randomized, Placebo Controlled Phase IIb Trial. Clin Cancer Res 2024; 30:532-541. [PMID: 37939105 PMCID: PMC10831339 DOI: 10.1158/1078-0432.ccr-23-1173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 09/15/2023] [Accepted: 11/03/2023] [Indexed: 11/10/2023]
Abstract
PURPOSE Eftilagimod alpha (efti), a soluble lymphocyte activation gene (LAG-3) protein and MHC class II agonist, enhances innate and adaptive immunity. Active Immunotherapy PAClitaxel (AIPAC) evaluated safety and efficacy of efti plus paclitaxel in patients with predominantly endocrine-resistant, hormone receptor-positive, HER2-negative metastatic breast cancer (ET-resistant HR+ HER2- MBC). PATIENTS AND METHODS Women with HR+ HER2- MBC were randomized 1:1 to weekly intravenous paclitaxel (80 mg/m2) and subcutaneous efti (30 mg) or placebo every 2 weeks for six 4-week cycles, then monthly subcutaneous efti (30 mg) or placebo maintenance. Primary endpoint was progression-free survival (PFS) by blinded independent central review. Secondary endpoints included overall survival (OS), safety/tolerability, pharmacokinetics/pharmacodynamics, and quality of life. Exploratory endpoints included cellular biomarkers. RESULTS 114 patients received efti and 112 patients received placebo. Median age was 60 years (91.6% visceral disease, 84.1% ET-resistant, 44.2% with previous CDK4/6 inhibitor treatment). Median PFS at 7.3 months was similar for efti and placebo. Median OS was not significantly improved for efti (20.4 vs. 17.5 months; HR, 0.88; P = 0.197) but became significant for predefined exploratory subgroups. EORTC QLQC30-B23 global health status was sustained for efti but deteriorated for placebo. Efti increased absolute lymphocyte, monocyte and secondary target cell (CD4, CD8) counts, plasma IFNγ and CXCL10 levels. CONCLUSIONS Although the primary endpoint, PFS, was not met, AIPAC confirmed expected pharmacodynamic effects and demonstrated excellent safety profile for efti. OS was not significantly improved globally (2.9-month difference), but was significantly improved in exploratory biomarker subgroups, warranting further studies to clarify efti's role in patients with ET-resistant HER2- MBC.
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Affiliation(s)
- Hans Wildiers
- Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven, Belgium
| | - Anne Armstrong
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | | | | | - Luc Dirix
- GZA ziekenhuizen Campus Sint-Augustinus, Antwerp, Belgium
| | - Steve Chan
- Nottingham Cancer Clinical Trials Team (NCCTT), Nottingham, United Kingdom
| | - Frederik Marme
- National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany
| | - Carolina P. Schröder
- Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam and University Medical Center Groningen, the Netherlands
| | - Jens Huober
- Breast Center Cantonal Hospital St Gallen, Switzerland and Department of Gynaecology, University of Ulm, Ulm, Germany
| | | | - Peter Vuylsteke
- CHU UCL Namur, Site Sainte-Elisabeth, UCLouvain, Namur, Belgium
| | - Agnes Jager
- Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Etienne Brain
- Institut Curie-Hôpital René Huguenin, Saint-Cloud, France
| | - Sherko Kuemmel
- Breat Unit, KEM Kliniken Essen-Mitte, Essen, Germany, Charité – Universitätsmedizin Berlin, Department of Gynecology with Breast Center, Berlin, Germany
| | - Zsuzsanna Pápai
- MH Egészségügyi Központ Onkológiai Osztály, Budapest, Hungary
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8
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De Schepper M, Nguyen HL, Richard F, Rosias L, Lerebours F, Vion R, Clatot F, Berghian A, Maetens M, Leduc S, Isnaldi E, Molinelli C, Lambertini M, Grillo F, Zoppoli G, Dirix L, Punie K, Wildiers H, Smeets A, Nevelsteen I, Neven P, Vincent-Salomon A, Larsimont D, Duhem C, Viens P, Bertucci F, Biganzoli E, Vermeulen P, Floris G, Desmedt C. Treatment Response, Tumor Infiltrating Lymphocytes and Clinical Outcomes in Inflammatory Breast Cancer-Treated with Neoadjuvant Systemic Therapy. Cancer Res Commun 2024; 4:186-199. [PMID: 38147006 PMCID: PMC10807408 DOI: 10.1158/2767-9764.crc-23-0285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 10/01/2023] [Accepted: 12/13/2023] [Indexed: 12/27/2023]
Abstract
Inflammatory breast cancer (IBC) is a rare (1%-5%), aggressive form of breast cancer, accounting for approximately 10% of breast cancer mortality. In the localized setting, standard of care is neoadjuvant chemotherapy (NACT) ± anti-HER2 therapy, followed by surgery. Here we investigated associations between clinicopathologic variables, stromal tumor-infiltrating lymphocytes (sTIL), and pathologic complete response (pCR), and the prognostic value of pCR. We included 494 localized patients with IBC treated with NACT from October 1996 to October 2021 in eight European hospitals. Standard clinicopathologic variables were collected and central pathologic review was performed, including sTIL. Associations were assessed using Firth logistic regression models. Cox regressions were used to evaluate the role of pCR and residual cancer burden (RCB) on disease-free survival (DFS), distant recurrence-free survival (DRFS), and overall survival (OS). Distribution according to receptor status was as follows: 26.4% estrogen receptor negative (ER-)/HER2-; 22.0% ER-/HER2+; 37.4% ER+/HER2-, and 14.1% ER+/HER2+. Overall pCR rate was 26.3%, being highest in the HER2+ groups (45.9% for ER-/HER2+ and 42.9% for ER+/HER2+). sTILs were low (median: 5.3%), being highest in the ER-/HER2- group (median: 10%). High tumor grade, ER negativity, HER2 positivity, higher sTILs, and taxane-based NACT were significantly associated with pCR. pCR was associated with improved DFS, DRFS, and OS in multivariable analyses. RCB score in patients not achieving pCR was independently associated with survival. In conclusion, sTILs were low in IBC, but were predictive of pCR. Both pCR and RCB have an independent prognostic role in IBC treated with NACT. SIGNIFICANCE IBC is a rare, but very aggressive type of breast cancer. The prognostic role of pCR after systemic therapy and the predictive value of sTILs for pCR are well established in the general breast cancer population; however, only limited information is available in IBC. We assembled the largest retrospective IBC series so far and demonstrated that sTIL is predictive of pCR. We emphasize that reaching pCR remains of utmost importance in IBC.
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Affiliation(s)
- Maxim De Schepper
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Ha-Linh Nguyen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - François Richard
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Louise Rosias
- Department of Gynecological and Obstetrics, University Hospitals Leuven, Leuven, Belgium
| | | | - Roman Vion
- Department of Medical Oncology, Centre Henri Becquerel, Rouen, France
| | - Florian Clatot
- Department of Medical Oncology, Centre Henri Becquerel, Rouen, France
| | - Anca Berghian
- Anatomical Pathology Unit, Department of Biopathology, Centre Henri Becquerel, Rouen, France
| | - Marion Maetens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sophia Leduc
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Edoardo Isnaldi
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Chiara Molinelli
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
| | - Matteo Lambertini
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
- Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Federica Grillo
- Anatomical Pathology Unit, Department of Surgical Sciences and Integrated Diagnostics, University of Genova, Genoa, Italy
- Department of Internal Medicine and Specialistic Medicine, U.O. Medicina Interna a Indirizzo Oncologico, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Gabriele Zoppoli
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy
- Department of Internal Medicine and Specialistic Medicine, U.O. Medicina Interna a Indirizzo Oncologico, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Luc Dirix
- Translational Cancer Research Unit, Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp, GZA hospitals, Antwerp, Belgium
| | - Kevin Punie
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ann Smeets
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Patrick Neven
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Anne Vincent-Salomon
- Department of Pathology, Université Paris Sciences Lettres, Institut Curie, Paris, France
| | - Denis Larsimont
- Department of Pathology, Institut Jules Bordet, Brussels, Belgium
| | - Caroline Duhem
- Clinique du sein, Centre Hospitalier du Luxembourg, Luxembourg
| | | | | | - Elia Biganzoli
- Unit of Medical Statistics, Biometry and Epidemiology, Department of Biomedical and Clinical Sciences (DIBIC) “L. Sacco” & DSRC, LITA Vialba campus, University of Milan, Milan, Italy
| | - Peter Vermeulen
- Translational Cancer Research Unit, Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp, GZA hospitals, Antwerp, Belgium
| | - Giuseppe Floris
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
- Laboratory for Translational Cell and Tissue Research, Department of Pathology and Imaging, KU Leuven, Belgium
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
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Galvin A, Soubeyran P, Brain E, Cheung KL, Hamaker ME, Kanesvaran R, Mauer M, Mohile S, Montroni I, Puts M, Rostoft S, Wildiers H, Mathoulin-Pélissier S, Bellera C. Assessing patient-reported outcomes (PROs) and patient-related outcomes in randomized cancer clinical trials for older adults: Results of DATECAN-ELDERLY initiative. J Geriatr Oncol 2024; 15:101611. [PMID: 37679204 DOI: 10.1016/j.jgo.2023.101611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 08/01/2023] [Accepted: 08/23/2023] [Indexed: 09/09/2023]
Abstract
As older adults with cancer are underrepresented in randomized clinical trials (RCT), there is limited evidence on which to rely for treatment decisions for this population. Commonly used RCT endpoints for the assessment of treatment efficacy are more often tumor-centered (e.g., progression-free survival). These endpoints may not be as relevant for the older patients who present more often with comorbidities, non-cancer-related deaths, and treatment toxicity. Moreover, their expectation and preferences are likely to differ from younger adults. The DATECAN-ELDERLY initiative combines a broad expertise, in geriatric oncology and clinical research, with interest in cancer RCT that include older patients with cancer. In order to guide researchers and clinicians coordinating cancer RCT involving older patients with cancer, the experts reviewed the literature on relevant domains to assess using patient-reported outcomes (PRO) and patient-related outcomes, as well as available tools related to these domains. Domains considered relevant by the panel of experts when assessing treatment efficacy in RCT for older patients with cancer included functional autonomy, cognition, depression and nutrition. These were based on published guidelines from international societies and from regulatory authorities as well as minimum datasets recommended to collect in RCT including older adults with cancer. In addition, health-related quality of life, patients' symptoms, and satisfaction were also considered by the panel. With regards to tools for the assessment of these domains, we highlighted that each tool has its own strengths and limitations, and very few had been validated in older adults with cancer. Further studies are thus needed to validate these tools in this specific population and define the minimum clinically important difference to use when developing RCTs in this population. The selection of the most relevant tool should thus be guided by the RCT research question, together with the specific properties of the tool.
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Affiliation(s)
- Angéline Galvin
- Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, Epicene team, UMR 1219, Bordeaux, France
| | - Pierre Soubeyran
- Univ. Bordeaux, Inserm, UMR 1312, SIRIC BRIO, France; Department of medical oncology, Bergonie Institute, Comprehensive Cancer Center, Bordeaux, France
| | - Etienne Brain
- Department of Medical Oncology, Institut Curie/Saint-Cloud, Saint-Cloud, France
| | - Kwok-Leung Cheung
- School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Marije E Hamaker
- Department of Geriatric Medicine, Diakonessenhuis Utrecht/ Zeist/Doorn, Zeist, the Netherlands
| | | | - Murielle Mauer
- Statistics Department, European Organization for Research and Treatment of Cancer, Brussels, Belgium
| | - Supriya Mohile
- Department of Medicine, University of Rochester Medical Center, Rochester, NY, United States
| | - Isacco Montroni
- Division of Colorectal Surgery, Ospedale Santa Maria delle Croci, Ravenna, Italy
| | - Martine Puts
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, Canada
| | - Siri Rostoft
- Department of Geriatric Medicine, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Hans Wildiers
- Department of General Medical Oncology and Multidisciplinary Breast Centre, University Hospitals Leuven, Leuven Cancer Institute, Belgium
| | - Simone Mathoulin-Pélissier
- Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, Epicene team, UMR 1219, Bordeaux, France; INSERM CIC1401, Clinical and Epidemiological Research Unit, Bergonie Institute, Comprehensive Cancer Center, F-33000 Bordeaux, France
| | - Carine Bellera
- Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, Epicene team, UMR 1219, Bordeaux, France; INSERM CIC1401, Clinical and Epidemiological Research Unit, Bergonie Institute, Comprehensive Cancer Center, F-33000 Bordeaux, France.
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10
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Brandão M, Martins-Branco D, De Angelis C, Vuylsteke P, Gelber RD, Van Damme N, van Walle L, Ferreira AR, Lambertini M, Poggio F, Verhoeven D, Barbeaux A, Duhoux FP, Wildiers H, Caballero C, Awada A, Piccart-Gebhart M, Punie K, de Azambuja E. Surgery of the primary tumor in patients with de novo metastatic breast cancer: a nationwide population-based retrospective cohort study in Belgium. Breast Cancer Res Treat 2024; 203:351-363. [PMID: 37878152 DOI: 10.1007/s10549-023-07116-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 08/24/2023] [Indexed: 10/26/2023]
Abstract
PURPOSE We aimed to assess the impact of surgery of primary tumor in overall survival (OS) of women with de novo metastatic breast cancer. METHODS Nationwide, population-based retrospective cohort study of women diagnosed with de novo metastatic breast cancer in Belgium, between Jan/2010-Dec/2014. Data was obtained from the Belgian Cancer Registry and administrative databases. "Surgery" group was defined by surgery of primary tumor up to nine months after diagnosis. We excluded women who did not receive systemic treatment or did not complete nine months follow-up after diagnosis. All the subsequent analyses reporting on overall survival and the stratified outcome analyses were performed based on this nine-month landmark cohort. OS was estimated using Kaplan-Meier method and compared using adjusted Cox proportional hazards models controlling for confounders with 95% confidence intervals (CI). We performed a stratified analysis according to surgery timing and a propensity score matching analysis. RESULTS 1985 patients, 534 (26.9%) in the "Surgery" and 1451 (73.1%) in the "No Surgery" group. Patients undergoing surgery were younger (p < 0.001), had better performance status (PS) (p < 0.001), and higher proportion of HER2-positive and triple-negative breast cancer (p = 0.012). Median follow-up was 86.0 months (82.6-88.5). Median OS was 60.1 months (57.1-68.2) in the "Surgery" vs. 41.9 months (39.8-44.2) in the "No Surgery" group (adjusted HR 0.56; 0.49-0.64). OS was similar when surgery was performed upfront or after systemic treatment. Propensity score matching analysis confirmed the same findings. CONCLUSION Among patients receiving systemic treatment for de novo metastatic breast cancer and surviving nine months or more, those who received surgery of the primary tumor within nine months of diagnosis have longer subsequent survival than those who did not.
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Affiliation(s)
- Mariana Brandão
- Academic Trials Promoting Team (ATPT), Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (ULB), Brussels, Belgium
- Medical Oncology Department, Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Diogo Martins-Branco
- Academic Trials Promoting Team (ATPT), Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Claudia De Angelis
- Academic Trials Promoting Team (ATPT), Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (ULB), Brussels, Belgium
- Clinical Oncology, Azienda Ospedaliero Universitaria Careggi, Florence, Italy
| | - Peter Vuylsteke
- CHU UCL Namur, Site Ste Elisabeth, UC Louvain, Namur, Belgium
- Department of Internal Medicine, University of Botswana, Gaborone, Botswana
| | - Richard D Gelber
- Department of Data Science, Dana-Farber Cancer Institute, Harvard Medical School, Harvard TH Chan School of Public Health, Frontier Science Foundation, Boston, United States of America
| | | | | | - Arlindo R Ferreira
- Breast Unit, Champalimaud Clinical Center, Champalimaud Foundation, Lisbon, Portugal
- Católica Medical School, Universidade Católica Portuguesa, Rio de Mouro, Portugal
| | - Matteo Lambertini
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genoa, Italy
- Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Francesca Poggio
- Department of Medical Oncology, U.O. Oncologia Medica 2, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Didier Verhoeven
- Medical Oncology, AZ Klina, University of Antwerp, Antwerp, Belgium
| | | | - Francois P Duhoux
- Department of Medical Oncology, Institut Roi Albert II, Cliniques universitaires Saint-Luc, Brussels, Belgium
| | - Hans Wildiers
- Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven Cancer Institute and University Hospitals Leuven, Leuven, Belgium
| | | | - Ahmad Awada
- Medical Oncology Department, Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Martine Piccart-Gebhart
- Medical Oncology Department, Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Kevin Punie
- Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven Cancer Institute and University Hospitals Leuven, Leuven, Belgium
| | - Evandro de Azambuja
- Academic Trials Promoting Team (ATPT), Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (ULB), Brussels, Belgium.
- Medical Oncology Department, Institut Jules Bordet, Hôpital Universitaire de Bruxelles (HUB), Université Libre de Bruxelles (ULB), Brussels, Belgium.
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Nelleke Seghers PAL, Hamaker ME, O'Hanlon S, Portielje JEA, Wildiers H, Soubeyran P, Coolbrandt A, Rostoft S. Self-reported electronic symptom monitoring in older patients with multimorbidity treated for cancer: Development of a core dataset based on expert consensus, literature review, and quality of life questionnaires. J Geriatr Oncol 2024; 15:101643. [PMID: 37979368 DOI: 10.1016/j.jgo.2023.101643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 05/18/2023] [Accepted: 10/02/2023] [Indexed: 11/20/2023]
Abstract
INTRODUCTION In cancer care, symptom monitoring during treatment results in improved clinical outcomes such as improved quality of life, longer survival, and fewer hospital admissions. However, as the majority of patients with cancer are older and have multimorbidity, they may benefit from monitoring of additional symptoms. The aim of this study was to identify a core set of symptoms to monitor in older patients with multimorbidity treated for cancer, including symptoms caused by treatment side effects, destabilization of comorbidities, and functional decline. MATERIALS AND METHODS During a scoping literature search, 17 quality of life questionnaires were used to select 53 possible symptoms to monitor. An expert panel of cancer and geriatrics specialists was asked to participate in multiple online surveys to indicate whether these symptoms were not relevant to monitor, only relevant to monitor in a specific patient group, or relevant to monitor in all patients. In a subsequent round the list was reduced and the panel indicated how frequently these symptoms should be monitored during cancer treatment and after cancer treatment completion. Finally, a digital consensus meeting was organised to decide when symptoms had to trigger a recommendation to the patient to get in touch with their medical team. RESULTS In total, 30 healthcare professionals participated in the online surveys. After two rounds, a dataset of 19 symptoms related to cancer, cancer treatment, functional decline, and destabilization of comorbidities was agreed upon for monitoring. Five symptoms were selected for daily monitoring during treatment, seven for weekly, and seven for monthly. After treatment completion, the panel agreed upon less frequent reporting. Additionally, nine symptoms to be monitored only in patients with specific cancer types or treatment types were chosen, such as "cough up blood" in lung cancer. DISCUSSION This study is the first to identify a core set of symptoms to monitor in older patients with multimorbidity treated for cancer. Future research is needed to investigate whether the monitoring of these symptoms is feasible and improves clinical outcomes in older patients with multimorbidity treated for cancer.
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Affiliation(s)
- P A L Nelleke Seghers
- Department of Geriatric Medicine, Diakonessenhuis, 3582, KE, Utrecht, the Netherlands.
| | - Marije E Hamaker
- Department of Geriatric Medicine, Diakonessenhuis, 3582, KE, Utrecht, the Netherlands.
| | - Shane O'Hanlon
- Department of Geriatric Medicine, St Vincent's University Hospital, D04 T6F4 Dublin, Ireland; Department of Geriatric Medicine, University College Dublin, D04 V1W8 Dublin, Ireland.
| | - Johanneke E A Portielje
- Department of Medical Oncology, Leiden University Medical Center-LUMC, 2333, ZA, Leiden, the Netherlands.
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium.
| | - Pierre Soubeyran
- Department of Medical Oncology, Institut Bergonié, Inserm U1312, SIRIC BRIO, Université de Bordeaux, 33076 Bordeaux, France.
| | - Annemarie Coolbrandt
- Department of Oncology Nursing, University Hospitals Leuven, Leuven, Belgium; Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium.
| | - Siri Rostoft
- Department of Geriatric Medicine, Oslo University Hospital, 0424 Oslo, Norway; Institute of Clinical Medicine, University of Oslo, 0318 Oslo, Norway.
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Jacobs JEJ, Greason G, Mangold KE, Wildiers H, Willems R, Janssens S, Noseworthy P, Lopez-Jimenez F, Voigt JU, Friedman P, Van Aelst L, Vandenberk B, Attia ZI, Herrmann J. Artificial Intelligence ECG as a Novel Screening Tool to Detect a Newly Abnormal Left Ventricular Ejection Fraction After Anthracycline-Based Cancer Therapy. Eur J Prev Cardiol 2023:zwad348. [PMID: 37943680 DOI: 10.1093/eurjpc/zwad348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 10/15/2023] [Accepted: 11/02/2023] [Indexed: 11/12/2023]
Abstract
AIM Cardiotoxicity is a serious side effect of anthracycline treatment, most commonly manifesting as a reduction in left ventricular ejection fraction (LVEF). Early recognition and treatment have been advocated, but robust, convenient and cost-effective alternatives to cardiac imaging are missing. Recent developments in artificial intelligence (AI) techniques applied to electrocardiograms (ECGs) may fill this gap, but no study so far has demonstrated its merit for the detection of an abnormal LVEF after anthracycline therapy. METHODS Single center consecutive cohort study of all breast cancer patients with ECG and transthoracic echocardiography (TTE) evaluation before and after (neo)adjuvant anthracycline chemotherapy. Patients with HER-2-directed therapy, metastatic disease, second primary malignancy or pre-existing cardiovascular disease were excluded from the analyses as were patients with LVEF decline for reasons other than anthracycline-induced cardiotoxicity. Primary readout was the diagnostic performance of AI-ECG by area under the curve (AUC) for LVEFs <50%. RESULTS Of 989 consecutive female breast cancer patients, 22 developed a decline in LVEF attributed to anthracycline therapy over a follow-up time of 9.83 ± 4.2 years. After exclusion of patients who did not have an ECGs within 90 days of a TTE, 20 cases and 683 controls remained. The AI-ECG model detected an LVEF <50% and ≤35% after anthracycline therapy with an AUC of 0.93 and 0.94, respectively. CONCLUSIONS These data support the use of AI-ECG for cardiotoxicity screening after anthracycline-based chemotherapy. This technology could serve as a gatekeeper to more costly cardiac imaging and could enable patients to monitor themselves over long periods of time.
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Affiliation(s)
- Johanna E J Jacobs
- Department of Cardiovascular diseases, Mayo Clinic, Rochester, MN, USA
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | - Grace Greason
- Department of Cardiovascular diseases, Mayo Clinic, Rochester, MN, USA
| | - Kathryn E Mangold
- Department of Cardiovascular diseases, Mayo Clinic, Rochester, MN, USA
| | - Hans Wildiers
- Department of Oncology, University Hospitals Leuven, Leuven Belgium
| | - Rik Willems
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | - Stefan Janssens
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | - Peter Noseworthy
- Department of Cardiovascular diseases, Mayo Clinic, Rochester, MN, USA
| | | | - Jens-Uwe Voigt
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | - Paul Friedman
- Department of Cardiovascular diseases, Mayo Clinic, Rochester, MN, USA
| | - Lucas Van Aelst
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | - Bert Vandenberk
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | | | - Joerg Herrmann
- Department of Cardiovascular diseases, Mayo Clinic, Rochester, MN, USA
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Jhaveri K, Eli LD, Wildiers H, Hurvitz SA, Guerrero-Zotano A, Unni N, Brufsky A, Park H, Waisman J, Yang ES, Spanggaard I, Reid S, Burkard ME, Vinayak S, Prat A, Arnedos M, Bidard FC, Loi S, Crown J, Bhave M, Piha-Paul SA, Suga JM, Chia S, Saura C, Garcia-Saenz JÁ, Gambardella V, de Miguel MJ, Gal-Yam EN, Rapael A, Stemmer SM, Ma C, Hanker AB, Ye D, Goldman JW, Bose R, Peterson L, Bell JSK, Frazier A, DiPrimeo D, Wong A, Arteaga CL, Solit DB. Neratinib + fulvestrant + trastuzumab for HR-positive, HER2-negative, HER2-mutant metastatic breast cancer: outcomes and biomarker analysis from the SUMMIT trial. Ann Oncol 2023; 34:885-898. [PMID: 37597578 DOI: 10.1016/j.annonc.2023.08.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 08/03/2023] [Accepted: 08/08/2023] [Indexed: 08/21/2023] Open
Abstract
BACKGROUND HER2 mutations are targetable alterations in patients with hormone receptor-positive (HR+) metastatic breast cancer (MBC). In the SUMMIT basket study, patients with HER2-mutant MBC received neratinib monotherapy, neratinib + fulvestrant, or neratinib + fulvestrant + trastuzumab (N + F + T). We report results from 71 patients with HR+, HER2-mutant MBC, including 21 (seven in each arm) from a randomized substudy of fulvestrant versus fulvestrant + trastuzumab (F + T) versus N + F + T. PATIENTS AND METHODS Patients with HR+ HER2-negative MBC with activating HER2 mutation(s) and prior cyclin-dependent kinase 4/6 inhibitor (CDK4/6i) therapy received N + F + T (oral neratinib 240 mg/day with loperamide prophylaxis, intramuscular fulvestrant 500 mg on days 1, 15, and 29 of cycle 1 then q4w, intravenous trastuzumab 8 mg/kg then 6 mg/kg q3w) or F + T or fulvestrant alone. Those whose disease progressed on F + T or fulvestrant could cross-over to N + F + T. Efficacy endpoints included investigator-assessed objective response rate (ORR), clinical benefit rate (RECIST v1.1), duration of response, and progression-free survival (PFS). Plasma and/or formalin-fixed paraffin-embedded tissue samples were collected at baseline; plasma was collected during and at end of treatment. Extracted DNA was analyzed by next-generation sequencing. RESULTS ORR for 57 N + F + T-treated patients was 39% [95% confidence interval (CI) 26% to 52%); median PFS was 8.3 months (95% CI 6.0-15.1 months). No responses occurred in fulvestrant- or F + T-treated patients; responses in patients crossing over to N + F + T supported the requirement for neratinib in the triplet. Responses were observed in patients with ductal and lobular histology, 1 or ≥1 HER2 mutations, and co-occurring HER3 mutations. Longitudinal circulating tumor DNA sequencing revealed acquisition of additional HER2 alterations, and mutations in genes including PIK3CA, enabling further precision targeting and possible re-response. CONCLUSIONS The benefit of N + F + T for HR+ HER2-mutant MBC after progression on CDK4/6is is clinically meaningful and, based on this study, N + F + T has been included in the National Comprehensive Cancer Network treatment guidelines. SUMMIT has improved our understanding of the translational implications of targeting HER2 mutations with neratinib-based therapy.
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Affiliation(s)
- K Jhaveri
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York; Weill Cornell Medical College, New York.
| | - L D Eli
- Clinical Development, Puma Biotechnology, Los Angeles, USA
| | - H Wildiers
- University Hospitals Leuven, Leuven, Belgium
| | - S A Hurvitz
- David Geffen School of Medicine, UCLA, Los Angeles, Santa Monica, USA
| | - A Guerrero-Zotano
- Medical Oncology Department, Fundación Instituto Valenciano de Oncología, Valencia, Spain
| | - N Unni
- UT Southwestern Medical Center, Dallas
| | - A Brufsky
- Magee-Womens Hospital of UPMC, Pittsburgh
| | - H Park
- Washington University School of Medicine, St. Louis
| | - J Waisman
- City of Hope Comprehensive Cancer Center, Duarte
| | - E S Yang
- University of Alabama at Birmingham, Birmingham, USA
| | - I Spanggaard
- Department of Oncology, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
| | - S Reid
- Division of Hematology/Oncology (Breast Oncology), The Vanderbilt-Ingram Cancer Center, Nashville
| | - M E Burkard
- Division of Hematology/Oncology, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison
| | - S Vinayak
- Seattle Cancer Care Alliance, Seattle, USA
| | - A Prat
- Hospital Clínic de Barcelona, Barcelona, Spain
| | - M Arnedos
- Department of Medical Oncology, Gustave Roussy, Villejuif
| | - F-C Bidard
- Department of Medical Oncology, UVSQ/Paris-Saclay University, Institut Curie, Saint Cloud, France
| | - S Loi
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne; The Sir Peter MacCallum Department of Medical Oncology, The University of Melbourne, Parkville, Australia
| | - J Crown
- St. Vincent's University Hospital, Dublin, Ireland
| | - M Bhave
- Department of Hematology/Oncology, Emory University, Winship Cancer Institute, Atlanta
| | - S A Piha-Paul
- Department of Investigational Cancer Therapeutics, University of Texas MD Anderson Cancer Center, Houston
| | - J M Suga
- Kaiser Permanente, Department of Medical Oncology, Vallejo, USA
| | - S Chia
- Department of Medical Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - C Saura
- Medical Oncology Service, Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology (VHIO), Barcelona
| | - J Á Garcia-Saenz
- Hospital Clínico San Carlos, Instituto de Investigación Sanitaria San Carlos (IdISSC), CIBERONC, Madrid
| | - V Gambardella
- Hospital Clínico de Valencia, Instituto de Investigación Sanitaria INCLIVA, Valencia
| | - M J de Miguel
- START Madrid - Hospital Universitario Madrid Sanchinarro, Madrid, Spain
| | - E N Gal-Yam
- Institute of Breast Oncology, Sheba Medical Center, Ramat Gan
| | - A Rapael
- Sourasky Medical Center, Tel Aviv
| | - S M Stemmer
- Davidoff Cancer Center, Rabin Medical Center, Petah Tikva; Tel Aviv University, Tel Aviv, Israel
| | - C Ma
- Division of Medical Oncology, Department of Medicine and Siteman Cancer Center, Washington University, St. Louis
| | - A B Hanker
- UT Southwestern Simmons Comprehensive Cancer Center, Dallas
| | - D Ye
- UT Southwestern Simmons Comprehensive Cancer Center, Dallas
| | | | - R Bose
- Division of Medical Oncology, Department of Medicine and Siteman Cancer Center, Washington University, St. Louis
| | - L Peterson
- Division of Medical Oncology, Department of Medicine and Siteman Cancer Center, Washington University, St. Louis
| | | | - A Frazier
- Clinical Development, Puma Biotechnology, Los Angeles, USA
| | - D DiPrimeo
- Clinical Development, Puma Biotechnology, Los Angeles, USA
| | - A Wong
- Clinical Development, Puma Biotechnology, Los Angeles, USA
| | - C L Arteaga
- UT Southwestern Simmons Comprehensive Cancer Center, Dallas
| | - D B Solit
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York
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14
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Debien V, Marta GN, Agostinetto E, Sirico M, Jacobs F, Molinelli C, Moreau M, Paesmans M, De Giorgi U, Santoro A, Taylor D, Duhoux FP, Botticelli A, Barchiesi G, Speranza I, Lambertini M, Wildiers H, Azambuja ED, Piccart M. Real-world clinical outcomes of patients with stage I HER2-positive breast cancer treated with adjuvant paclitaxel and trastuzumab. Crit Rev Oncol Hematol 2023; 190:104089. [PMID: 37562696 DOI: 10.1016/j.critrevonc.2023.104089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 07/06/2023] [Accepted: 08/07/2023] [Indexed: 08/12/2023] Open
Abstract
Up to 20% of breast cancer overexpress HER2 protein, making it a reliable target for antibody-based treatments. In early HER2-positive breast cancer avoiding anthracycline-based chemotherapy is a challenge. Based on the single-arm phase II APT trial results, adjuvant paclitaxel/trastuzumab is an accepted regimen for patients with stage I HER2-positive disease. In our retrospective study of 240 patients, the median tumor size was 12.0 mm (IQR 9 -15), and 204 (85%) had estrogen receptor-positive disease. After a median follow-up of 4.6 years, 3-year real-world disease-free survival, distant DFS, and overall survival were 98.8% (95% confidence interval (CI), 96.2-99.6), 99.2% (95% CI, 96.7-99.8), and 98.3% (95% CI, 96.2-99.6), respectively. In a real-world setting, an adjuvant paclitaxel/trastuzumab regimen was associated with low recurrence rates among women with stage I, HER2-positive breast cancer. Additionally, we reviewed other treatment optimization strategies attempted or ongoing in HER2-positive breast cancer.
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Affiliation(s)
- Veronique Debien
- Université Libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), Institut Jules Bordet, Brussels, Belgium.
| | - Guilherme Nader Marta
- Université Libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), Institut Jules Bordet, Brussels, Belgium
| | - Elisa Agostinetto
- Université Libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), Institut Jules Bordet, Brussels, Belgium
| | - Marianna Sirico
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Flavia Jacobs
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20090 Milan, Italy; IRCCS Humanitas Research Hospital, Humanitas Cancer Center, Via Manzoni 56, Rozzano, 20089 Milan, Italy
| | - Chiara Molinelli
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genoa, Genoa, Italy; Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Michel Moreau
- Unité de Gestion de l'Information, Institut Jules Bordet, Université Libre de Bruxelles (U.L.B.), Brussels, Belgium
| | - Marianne Paesmans
- Unité de Gestion de l'Information, Institut Jules Bordet, Université Libre de Bruxelles (U.L.B.), Brussels, Belgium
| | - Ugo De Giorgi
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Armando Santoro
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, 20090 Milan, Italy; IRCCS Humanitas Research Hospital, Humanitas Cancer Center, Via Manzoni 56, Rozzano, 20089 Milan, Italy
| | | | | | - Andrea Botticelli
- Dipartimento di Scienze Radiologiche, Oncologiche e Anatomopatologiche, Università di Roma Sapienza, Rome, Italy
| | - Giacomo Barchiesi
- Dipartimento di Scienze Radiologiche, Oncologiche e Anatomopatologiche, Università di Roma Sapienza, Rome, Italy
| | - Iolanda Speranza
- Dipartimento di Scienze Radiologiche, Oncologiche e Anatomopatologiche, Università di Roma Sapienza, Rome, Italy
| | - Matteo Lambertini
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genoa, Genoa, Italy; Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium; Department of Oncology, KU Leuven - University of Leuven, Leuven, Belgium
| | - Evandro de Azambuja
- Université Libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), Institut Jules Bordet, Brussels, Belgium
| | - Martine Piccart
- Université Libre de Bruxelles (ULB), Hôpital Universitaire de Bruxelles (HUB), Institut Jules Bordet, Brussels, Belgium
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15
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Lambrechts Y, Garg AD, Floris G, Punie K, Neven P, Nevelsteen I, Govaerts J, Richard F, Laenen A, Desmedt C, Wildiers H, Hatse S. Circulating biomarkers at diagnosis correlate with distant metastases of early luminal-like breast cancer. Genes Immun 2023; 24:270-279. [PMID: 37759086 PMCID: PMC10575765 DOI: 10.1038/s41435-023-00220-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 08/30/2023] [Accepted: 09/04/2023] [Indexed: 09/29/2023]
Abstract
There is an urgent need for new and better biomarker modalities to estimate the risk of recurrence within the luminal-like breast cancer (BC) population. Molecular diagnostic tests used in the clinic lack accuracy in identifying patients with early luminal BC who are likely to develop metastases. This study provides proof of concept that various liquid biopsy read-outs could serve as valuable candidates to build a multi-modal biomarker model distinguishing, already at diagnosis, between early metastasizing and non-metastasizing patients. All these blood biomarkers (chemokines, microRNAs, leukemia inhibitory factor, osteopontin, and serum-induced functional myeloid signaling responses) can be measured in baseline plasma/serum samples and could be added to the existing prognostic factors to improve risk stratification and more patient-tailored treatment in early luminal BC.
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Affiliation(s)
- Yentl Lambrechts
- Laboratory of Experimental Oncology (LEO), Department of Oncology, KU Leuven, Leuven, Belgium
| | - Abhishek D Garg
- Laboratory of Cell Stress & Immunity (CSI), Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Giuseppe Floris
- Laboratory for Cell and Tissue Translational Research, Department of Imaging and Radiology, KU Leuven - Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Kevin Punie
- Department of General Medical Oncology and Multidisciplinary Breast Center, University Hospitals Leuven, Leuven, Belgium
| | - Patrick Neven
- Department of General Medical Oncology and Multidisciplinary Breast Center, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- Department of General Medical Oncology and Multidisciplinary Breast Center, University Hospitals Leuven, Leuven, Belgium
| | - Jannes Govaerts
- Laboratory of Cell Stress & Immunity (CSI), Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - François Richard
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven, Belgium
| | - Annouschka Laenen
- Leuven Biostatistics and Statistical Bioinformatics Center, KU Leuven, Leuven, Belgium
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven, Belgium
| | - Hans Wildiers
- Laboratory of Experimental Oncology (LEO), Department of Oncology, KU Leuven, Leuven, Belgium
- Department of General Medical Oncology and Multidisciplinary Breast Center, University Hospitals Leuven, Leuven, Belgium
| | - Sigrid Hatse
- Laboratory of Experimental Oncology (LEO), Department of Oncology, KU Leuven, Leuven, Belgium.
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16
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Seghers PALN, Rostoft S, O'Hanlon S, O'Sullivan B, Portielje JEA, Wildiers H, Soubeyran P, Hamaker ME. Challenges of caring for older patients with multimorbidity including cancer. J Geriatr Oncol 2023; 14:101588. [PMID: 37454533 DOI: 10.1016/j.jgo.2023.101588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 05/15/2023] [Accepted: 07/07/2023] [Indexed: 07/18/2023]
Abstract
INTRODUCTION As the population is ageing, the number of older patients with multimorbidity including cancer continues to increase. To improve care for these patients, the European Union-funded project "Streamlined Geriatric and Oncological evaluation based on IC Technology" (GERONTE) was initiated to develop a new, patient-centred, holistic care pathway. The aim of this paper is to analyse what challenges are encountered in everyday clinical practice according to patients, their informal caregivers, and healthcare professionals as a starting point for the development of the care pathway. MATERIALS AND METHODS An expert panel of cancer and geriatrics specialists participated in an online survey to answer what challenges they experience in caring for older patients with multimorbidity including cancer and what treatment outcomes could be improved. Furthermore, in-depth interviews with older patients and their informal caregivers were organised to assess what challenges they experience. RESULTS Healthcare professionals (n = 36) most frequently mentioned the challenge of choosing the best treatment in light of the lack of evidence in this population and how to handle interactions between the (cancer) treatment and multimorbidities. Twelve patients and caregivers participated, and they most frequently mentioned challenges related to treatment outcomes, such as how to deal with symptoms of disease or treatment and how to maintain quality of life. From the challenges, five main themes emerged that should be taken into account when developing a new care pathway for older patients with multimorbidity including cancer. Two themes focus on decision making aspects such as personalized treatment recommendations and inclusion of non-oncologic information, two focus on patient support and monitoring to maintain quality of life and functioning, and one overarching theme addresses care coordination to prevent fragmentation of care. DISCUSSION In conclusion, the management of older patients with multimorbidity including cancer is complex and although progress has been made on improving aspects of their care, challenges remain and patients are at risk of receiving inappropriate, unnecessary, and potentially harmful treatment. A patient-centred care pathway that integrates solutions to the five main themes and that moves away from a single-disease centred approach is needed.
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Affiliation(s)
- P A L Nelleke Seghers
- Department of Geriatric Medicine, Diakonessenhuis, Utrecht 3582 KE, the Netherlands.
| | - Siri Rostoft
- Department of Geriatric Medicine, Oslo University Hospital, Oslo 0424, Norway; Institute of Clinical Medicine, University of Oslo, Oslo 0318, Norway.
| | - Shane O'Hanlon
- Department of Geriatric Medicine, St Vincent's University Hospital, Dublin D04 T6F4, Ireland; Department of Geriatric Medicine, University College Dublin, Dublin D04 V1W8, Ireland.
| | - Bridget O'Sullivan
- School of Nursing, Psychotherpay, & Community Health, Dublin City Univeristy, Ireland.
| | - Johanneke E A Portielje
- Department of Medical Oncology, Leiden University Medical Center-LUMC,Leiden 2333 ZA, the Netherlands.
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium.
| | - Pierre Soubeyran
- Department of Medical Oncology, Institut Bergonié, Inserm U1312, SIRIC BRIO, Université de Bordeaux, Bordeaux 33076, France.
| | - Marije E Hamaker
- Department of Geriatric Medicine, Diakonessenhuis, Utrecht 3582 KE, the Netherlands.
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17
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Van Baelen K, Nguyen HL, Hamy-Petit AS, Richard F, Karsten MM, Nader Marta G, Vermeulen P, Toussaint A, Reyal F, Vincent-Salomon A, Dirix L, Dordevic AD, de Azambuja E, Larsimont D, Amato O, Maetens M, De Schepper M, Geukens T, Han SN, Baert T, Punie K, Wildiers H, Smeets A, Nevelsteen I, Floris G, Biganzoli E, Neven P, Desmedt C. Association of body mass index with clinicopathological features and survival in patients with primary invasive lobular breast cancer. Eur J Cancer 2023; 191:112988. [PMID: 37573673 DOI: 10.1016/j.ejca.2023.112988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 06/29/2023] [Accepted: 07/05/2023] [Indexed: 08/15/2023]
Abstract
PURPOSE Invasive lobular carcinoma (ILC) represents up to 15% of all breast carcinomas. While the proportion of women with overweight and obesity increases globally, the impact of body mass index (BMI) at primary diagnosis on clinicopathological features of ILC and the prognosis of the patients has not been investigated yet. PATIENTS AND METHODS We performed a multicentric retrospective study including patients diagnosed with non-metastatic pure ILC. The association of BMI at diagnosis with clinicopathological variables was assessed using linear or multinomial logistic regression. Univariable and multivariable survival analyses were performed to evaluate the association of BMI with disease-free survival (DFS), distant recurrence-free survival (DRFS), and overall survival (OS). RESULTS The data of 2856 patients with ILC and available BMI at diagnosis were collected, of which 2570/2856 (90.0%) had oestrogen receptor (ER)-positive and human epidermal growth factor receptor (HER2) not amplified/overexpressed (ER+/HER2-) ILC. Of these 2570 patients, 80 were underweight (3.1%), 1410 were lean (54.9%), 712 were overweight (27.7%), and 368 were obese (14.3%). Older age at diagnosis, a higher tumour grade, a larger tumour size, a nodal involvement, and multifocality were associated with a higher BMI. In univariable models, higher BMI was associated with worse outcomes for all end-points (DFS: hazard ratio (HR) 1.21, 95CI 1.12-1.31, p value<0.01; DRFS: HR 1.25, 95CI 1.12-1.40, p value<0.01; OS: HR 1.25, 95CI 1.13-1.37, p value<0.01). This association was not statistically significant in multivariable analyses (DFS: HR 1.09, 95CI 0.99-1.20, p value 0.08; DRFS: HR 1.03, 95CI 0.89-1.20, p value 0.67; OS: HR 1.11, 95CI 0.99-1.24, p value 0.08), whereas grade, tumour size, and nodal involvement were still prognostic for all end-points. CONCLUSION Worse prognostic factors such as higher grade, larger tumour size, and nodal involvement are associated with higher BMI in ER+/HER2- ILC, while there was no statistical evidence for an independent prognostic role for BMI. Therefore, we hypothesise that the effect of BMI on survival could be mediated through its association with these clinicopathological variables.
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Affiliation(s)
- Karen Van Baelen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium; Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ha-Linh Nguyen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | | | - François Richard
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Maria Margarete Karsten
- Department of Gynecology and Breast Center, Charité Universitätsmedizin Berlin, Berlin, Germany
| | | | - Peter Vermeulen
- Translational Cancer Research Unit, Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp & GZA Hospital Sint-Augustinus, Antwerp, Belgium
| | | | - Fabien Reyal
- Department of Surgery, Institut Curie, Paris, France
| | - Anne Vincent-Salomon
- Department of Pathology, Université Paris Sciences Lettres, Institut Curie, Paris, France
| | - Luc Dirix
- Translational Cancer Research Unit, Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp & GZA Hospital Sint-Augustinus, Antwerp, Belgium
| | - Adam David Dordevic
- Department of Gynecology and Breast Center, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Evandro de Azambuja
- Institut Jules Bordet & l'Université Libre de Bruxelles (U.L.B), Brussels, Belgium
| | - Denis Larsimont
- Institut Jules Bordet & l'Université Libre de Bruxelles (U.L.B), Brussels, Belgium
| | - Ottavia Amato
- Institut Jules Bordet & l'Université Libre de Bruxelles (U.L.B), Brussels, Belgium; Department of Surgery, Oncology and Gastroenterology (DISCOG), University of Padova, Padova, Italy
| | - Marion Maetens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Maxim De Schepper
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium; Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Tatjana Geukens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium; Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Sileny N Han
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Thaïs Baert
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Kevin Punie
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ann Smeets
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Giuseppe Floris
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium; Laboratory of Translational Cell & Tissue Research, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Elia Biganzoli
- Unit of Medical Statistics, Biometry and Epidemiology "Giulio A. Maccacaro", Department of Clinical Sciences and Community Health & DSRC, University of Milan, Milan, Italy
| | - Patrick Neven
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium.
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18
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Lambrechts Y, Hatse S, Richard F, Boeckx B, Floris G, Desmedt C, Smeets A, Neven P, Lambrechts D, Wildiers H. Differences in the Tumor Molecular and Microenvironmental Landscape between Early (Non-Metastatic) and De Novo Metastatic Primary Luminal Breast Tumors. Cancers (Basel) 2023; 15:4341. [PMID: 37686617 PMCID: PMC10486668 DOI: 10.3390/cancers15174341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Revised: 08/10/2023] [Accepted: 08/28/2023] [Indexed: 09/10/2023] Open
Abstract
Background: The molecular mechanisms underlying the de novo metastasis of luminal breast cancer (dnMBC) remain largely unknown. Materials and Methods: Newly diagnosed dnMBC patients (grade 2/3, ER+, PR+/-, HER2-), with available core needle biopsy (CNB), collected from the primary tumor, were selected from our clinical-pathological database. Tumors from dnMBC patients were 1:1 pairwise matched (n = 32) to tumors from newly diagnosed patients who had no distant metastases at baseline (eBC group). RNA was extracted from 5 × 10 µm sections of FFPE CNBs. RNA sequencing was performed using the Illumina platform. Differentially expressed genes (DEG)s were assessed using EdgeR; deconvolution was performed using CIBERSORTx to assess immune cell fractions. A paired Wilcoxon test was used to compare dnMBC and eBC groups and corrected for the false discovery rate. Results: Many regulatory DEGs were significantly downregulated in dnMBC compared to eBC. Also, immune-related and hypoxia-related signatures were significantly upregulated. Paired Wilcoxon analysis showed that the CCL17 and neutrophils fraction were significantly upregulated, whereas the memory B-cell fraction was significantly downregulated in the dnMBC group. Conclusions: Primary luminal tumors of dnMBC patients display significant transcriptomic and immunological differences compared to comparable tumors from eBC patients.
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Affiliation(s)
- Yentl Lambrechts
- Laboratory of Experimental Oncology (LEO), Department of Oncology, KU Leuven, 3000 Leuven, Belgium
| | - Sigrid Hatse
- Laboratory of Experimental Oncology (LEO), Department of Oncology, KU Leuven, 3000 Leuven, Belgium
| | - François Richard
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, 3000 Leuven, Belgium
| | - Bram Boeckx
- Laboratory of Translational Genetics, Department of Human Genetics, VIB-KU Leuven, 3000 Leuven, Belgium
- VIB Center for Cancer Biology, 3000 Leuven, Belgium
| | - Giuseppe Floris
- Laboratory for Cell and Tissue Translational Research, Department of Imaging and Radiology, KU Leuven, 3000 Leuven, Belgium
- Department of Pathology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, 3000 Leuven, Belgium
| | - Ann Smeets
- Department of General Medical Oncology, Multidisciplinary Breast Center, University Hospitals Leuven, 3000 Leuven, Belgium
- Department of Surgical Oncology, University Hospitals Leuven, KU Leuven, 3000 Leuven, Belgium
| | - Patrick Neven
- Department of General Medical Oncology, Multidisciplinary Breast Center, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Diether Lambrechts
- Laboratory of Translational Genetics, Department of Human Genetics, VIB-KU Leuven, 3000 Leuven, Belgium
- VIB Center for Cancer Biology, 3000 Leuven, Belgium
| | - Hans Wildiers
- Laboratory of Experimental Oncology (LEO), Department of Oncology, KU Leuven, 3000 Leuven, Belgium
- Department of General Medical Oncology, Multidisciplinary Breast Center, University Hospitals Leuven, 3000 Leuven, Belgium
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Middha P, Wang X, Behrens S, Bolla MK, Wang Q, Dennis J, Michailidou K, Ahearn TU, Andrulis IL, Anton-Culver H, Arndt V, Aronson KJ, Auer PL, Augustinsson A, Baert T, Freeman LEB, Becher H, Beckmann MW, Benitez J, Bojesen SE, Brauch H, Brenner H, Brooks-Wilson A, Campa D, Canzian F, Carracedo A, Castelao JE, Chanock SJ, Chenevix-Trench G, Cordina-Duverger E, Couch FJ, Cox A, Cross SS, Czene K, Dossus L, Dugué PA, Eliassen AH, Eriksson M, Evans DG, Fasching PA, Figueroa JD, Fletcher O, Flyger H, Gabrielson M, Gago-Dominguez M, Giles GG, González-Neira A, Grassmann F, Grundy A, Guénel P, Haiman CA, Håkansson N, Hall P, Hamann U, Hankinson SE, Harkness EF, Holleczek B, Hoppe R, Hopper JL, Houlston RS, Howell A, Hunter DJ, Ingvar C, Isaksson K, Jernström H, John EM, Jones ME, Kaaks R, Keeman R, Kitahara CM, Ko YD, Koutros S, Kurian AW, Lacey JV, Lambrechts D, Larson NL, Larsson S, Le Marchand L, Lejbkowicz F, Li S, Linet M, Lissowska J, Martinez ME, Maurer T, Mulligan AM, Mulot C, Murphy RA, Newman WG, Nielsen SF, Nordestgaard BG, Norman A, O'Brien KM, Olson JE, Patel AV, Prentice R, Rees-Punia E, Rennert G, Rhenius V, Ruddy KJ, Sandler DP, Scott CG, Shah M, Shu XO, Smeets A, Southey MC, Stone J, Tamimi RM, Taylor JA, Teras LR, Tomczyk K, Troester MA, Truong T, Vachon CM, Wang SS, Weinberg CR, Wildiers H, Willett W, Winham SJ, Wolk A, Yang XR, Zamora MP, Zheng W, Ziogas A, Dunning AM, Pharoah PDP, García-Closas M, Schmidt MK, Kraft P, Milne RL, Lindström S, Easton DF, Chang-Claude J. A genome-wide gene-environment interaction study of breast cancer risk for women of European ancestry. Breast Cancer Res 2023; 25:93. [PMID: 37559094 PMCID: PMC10411002 DOI: 10.1186/s13058-023-01691-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 07/27/2023] [Indexed: 08/11/2023] Open
Abstract
BACKGROUND Genome-wide studies of gene-environment interactions (G×E) may identify variants associated with disease risk in conjunction with lifestyle/environmental exposures. We conducted a genome-wide G×E analysis of ~ 7.6 million common variants and seven lifestyle/environmental risk factors for breast cancer risk overall and for estrogen receptor positive (ER +) breast cancer. METHODS Analyses were conducted using 72,285 breast cancer cases and 80,354 controls of European ancestry from the Breast Cancer Association Consortium. Gene-environment interactions were evaluated using standard unconditional logistic regression models and likelihood ratio tests for breast cancer risk overall and for ER + breast cancer. Bayesian False Discovery Probability was employed to assess the noteworthiness of each SNP-risk factor pairs. RESULTS Assuming a 1 × 10-5 prior probability of a true association for each SNP-risk factor pairs and a Bayesian False Discovery Probability < 15%, we identified two independent SNP-risk factor pairs: rs80018847(9p13)-LINGO2 and adult height in association with overall breast cancer risk (ORint = 0.94, 95% CI 0.92-0.96), and rs4770552(13q12)-SPATA13 and age at menarche for ER + breast cancer risk (ORint = 0.91, 95% CI 0.88-0.94). CONCLUSIONS Overall, the contribution of G×E interactions to the heritability of breast cancer is very small. At the population level, multiplicative G×E interactions do not make an important contribution to risk prediction in breast cancer.
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Affiliation(s)
- Pooja Middha
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Xiaoliang Wang
- Department of Epidemiology, University of Washington School of Public Health, Seattle, WA, USA
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Sabine Behrens
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Manjeet K Bolla
- Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, UK
| | - Qin Wang
- Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, UK
| | - Joe Dennis
- Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, UK
| | - Kyriaki Michailidou
- Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, UK
- Biostatistics Unit, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Thomas U Ahearn
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Irene L Andrulis
- Fred A. Litwin Center for Cancer Genetics, Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Toronto, ON, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Hoda Anton-Culver
- Department of Medicine, Genetic Epidemiology Research Institute, University of California Irvine, Irvine, CA, USA
| | - Volker Arndt
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kristan J Aronson
- Department of Public Health Sciences, and Cancer Research Institute, Queen's University, Kingston, ON, Canada
| | - Paul L Auer
- Division of Biostatistics, Institute for Health and Equity, and Cancer Center, Medical College of Wisconsin, Milwaukee, WI, USA
| | | | - Thaïs Baert
- Department of Oncology, Leuven Multidisciplinary Breast Center, Leuven Cancer Institute, University Hospitals Leuven, Leuven, Belgium
| | - Laura E Beane Freeman
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Heiko Becher
- Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Matthias W Beckmann
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen, Germany
| | - Javier Benitez
- Human Genetics Group, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- Centre for Biomedical Network Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, Madrid, Spain
| | - Stig E Bojesen
- Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
- Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Hiltrud Brauch
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany
- iFIT-Cluster of Excellence, University of Tübingen, Tübingen, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Tübingen, Tübingen, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Daniele Campa
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Biology, University of Pisa, Pisa, Italy
| | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Angel Carracedo
- Genomic Medicine Group, International Cancer Genetics and Epidemiology Group, Fundación Pública Galega de Medicina Xenómica, Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Complejo Hospitalario Universitario de Santiago, SERGAS, Santiago de Compostela, Spain
- Grupo de Medicina Xenómica, Centro de Investigación en Red de Enfermedades Raras (CIBERER) y Centro Nacional de Genotipado (CEGEN-PRB2), Universidad de Santiago de Compostela, Santiago de Compostela, Spain
| | - Jose E Castelao
- Oncology and Genetics Unit, Instituto de Investigación Sanitaria Galicia Sur (IISGS), Xerencia de Xestion Integrada de Vigo-SERGAS, Vigo, Spain
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Georgia Chenevix-Trench
- Department of Genetics and Computational Biology, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Emilie Cordina-Duverger
- Team 'Exposome and Heredity', CESP, Gustave Roussy, INSERM, University Paris-Saclay, UVSQ, Villejuif, France
| | - Fergus J Couch
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Angela Cox
- Department of Oncology and Metabolism, Sheffield Institute for Nucleic Acids (SInFoNiA), University of Sheffield, Sheffield, UK
| | - Simon S Cross
- Academic Unit of Pathology, Department of Neuroscience, University of Sheffield, Sheffield, UK
| | - Kamila Czene
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Laure Dossus
- Nutrition and Metabolism Section, International Agency for Research on Cancer (IARC-WHO), Lyon, France
| | - Pierre-Antoine Dugué
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia
| | - A Heather Eliassen
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Mikael Eriksson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - D Gareth Evans
- Division of Evolution and Genomic Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, School of Biological Sciences, University of Manchester, Manchester, UK
- North West Genomics Laboratory Hub, Manchester Centre for Genomic Medicine, Manchester Academic Health Science Centre, St Mary's Hospital, Manchester University NHS Foundation Trust, Manchester, UK
| | - Peter A Fasching
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg, Erlangen, Germany
| | - Jonine D Figueroa
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
- Usher Institute of Population Health Sciences and Informatics, The University of Edinburgh, Edinburgh, UK
- Cancer Research UK Edinburgh Centre, The University of Edinburgh, Edinburgh, UK
| | - Olivia Fletcher
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Henrik Flyger
- Department of Breast Surgery, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
| | - Marike Gabrielson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Manuela Gago-Dominguez
- Genomic Medicine Group, International Cancer Genetics and Epidemiology Group, Fundación Pública Galega de Medicina Xenómica, Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Complejo Hospitalario Universitario de Santiago, SERGAS, Santiago de Compostela, Spain
| | - Graham G Giles
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Anna González-Neira
- Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Felix Grassmann
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Institute for Clinical Research and Systems Medicine, Health and Medical University, Potsdam, Germany
| | - Anne Grundy
- Department of Public Health Sciences, Queen's University, Kingston, ON, Canada
| | - Pascal Guénel
- Team 'Exposome and Heredity', CESP, Gustave Roussy, INSERM, University Paris-Saclay, UVSQ, Villejuif, France
| | - Christopher A Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Niclas Håkansson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Per Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Oncology, Södersjukhuset, Stockholm, Sweden
| | - Ute Hamann
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Susan E Hankinson
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Biostatistics and Epidemiology, University of Massachusetts, Amherst, Amherst, MA, USA
| | - Elaine F Harkness
- Division of Informatics, Imaging and Data Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK
- Nightingale and Genesis Prevention Centre, Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester, UK
- NIHR Manchester Biomedical Research Unit, Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | | | - Reiner Hoppe
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany
- University of Tübingen, Tübingen, Germany
| | - John L Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Richard S Houlston
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Anthony Howell
- Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - David J Hunter
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Christian Ingvar
- Surgery, Clinical Sciences in Lund, Lund University, Lund, Sweden
| | - Karolin Isaksson
- Department of Surgery, Kristianstad Hospital, Kristianstad, Sweden
| | - Helena Jernström
- Oncology, Clinical Sciences in Lund, Lund University, Lund, Sweden
| | - Esther M John
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
- Division of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Michael E Jones
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Renske Keeman
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Cari M Kitahara
- Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Yon-Dschun Ko
- Department of Internal Medicine, Johanniter GmbH Bonn, Johanniter Krankenhaus, Bonn, Germany
| | - Stella Koutros
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Allison W Kurian
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
- Division of Oncology, Department of Medicine, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - James V Lacey
- Department of Computational and Quantitative Medicine, City of Hope, Duarte, CA, USA
- City of Hope Comprehensive Cancer Center, City of Hope, Duarte, CA, USA
| | - Diether Lambrechts
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
- VIB Center for Cancer Biology, VIB, Leuven, Belgium
| | - Nicole L Larson
- Department of Quantitative Health Sciences, Division of Epidemiology, Mayo Clinic, Rochester, MN, USA
| | - Susanna Larsson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Loic Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Flavio Lejbkowicz
- Clalit National Cancer Control Center, Carmel Medical Center and Technion Faculty of Medicine, Haifa, Israel
| | - Shuai Li
- Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, UK
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Martha Linet
- Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Jolanta Lissowska
- Department of Cancer Epidemiology and Prevention, M. Sklodowska-Curie National Research Oncology Institute, Warsaw, Poland
| | - Maria Elena Martinez
- Moores Cancer Center and Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, CA, USA
| | - Tabea Maurer
- Cancer Epidemiology Group, University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Anna Marie Mulligan
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
- Laboratory Medicine Program, University Health Network, Toronto, ON, Canada
| | - Claire Mulot
- INSERM UMR-S1138. CRB EPIGENETEC, Université Paris Cité, Paris, France
| | - Rachel A Murphy
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
- Cancer Control Research, BC Cancer, Vancouver, BC, Canada
| | - William G Newman
- Division of Evolution and Genomic Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, School of Biological Sciences, University of Manchester, Manchester, UK
- North West Genomics Laboratory Hub, Manchester Centre for Genomic Medicine, Manchester Academic Health Science Centre, St Mary's Hospital, Manchester University NHS Foundation Trust, Manchester, UK
| | - Sune F Nielsen
- Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
| | - Børge G Nordestgaard
- Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
- Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Aaron Norman
- Department of Quantitative Health Sciences, Division of Epidemiology, Mayo Clinic, Rochester, MN, USA
| | - Katie M O'Brien
- Epidemiology Branch, National Institute of Environmental Health Sciences, NIH, Research Triangle Park, NC, USA
| | - Janet E Olson
- Department of Quantitative Health Sciences, Division of Epidemiology, Mayo Clinic, Rochester, MN, USA
| | - Alpa V Patel
- Department of Population Science, American Cancer Society, Atlanta, GA, USA
| | - Ross Prentice
- Cancer Prevention Program, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Erika Rees-Punia
- Department of Population Science, American Cancer Society, Atlanta, GA, USA
| | - Gad Rennert
- Clalit National Cancer Control Center, Carmel Medical Center and Technion Faculty of Medicine, Haifa, Israel
| | - Valerie Rhenius
- Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, UK
| | | | - Dale P Sandler
- Epidemiology Branch, National Institute of Environmental Health Sciences, NIH, Research Triangle Park, NC, USA
| | - Christopher G Scott
- Department of Quantitative Health Sciences, Division of Clinical Trials and Biostatistics, Mayo Clinic, Rochester, MN, USA
| | - Mitul Shah
- Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, UK
| | - Xiao-Ou Shu
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Ann Smeets
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Melissa C Southey
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia
- Department of Clinical Pathology, The University of Melbourne, Melbourne, VIC, Australia
| | - Jennifer Stone
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
- Genetic Epidemiology Group, School of Population and Global Health, University of Western Australia, Perth, WA, Australia
| | - Rulla M Tamimi
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA
| | - Jack A Taylor
- Epidemiology Branch, National Institute of Environmental Health Sciences, NIH, Research Triangle Park, NC, USA
- Epigenetic and Stem Cell Biology Laboratory, National Institute of Environmental Health Sciences, NIH, Research Triangle Park, NC, USA
| | - Lauren R Teras
- Department of Population Science, American Cancer Society, Atlanta, GA, USA
| | - Katarzyna Tomczyk
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Melissa A Troester
- Department of Epidemiology, Gillings School of Global Public Health and UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Thérèse Truong
- Team 'Exposome and Heredity', CESP, Gustave Roussy, INSERM, University Paris-Saclay, UVSQ, Villejuif, France
| | - Celine M Vachon
- Department of Quantitative Health Sciences, Division of Epidemiology, Mayo Clinic, Rochester, MN, USA
| | - Sophia S Wang
- Department of Computational and Quantitative Medicine, City of Hope, Duarte, CA, USA
- City of Hope Comprehensive Cancer Center, City of Hope, Duarte, CA, USA
| | - Clarice R Weinberg
- Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, NIH, Research Triangle Park, NC, USA
| | - Hans Wildiers
- Department of Oncology, Leuven Multidisciplinary Breast Center, Leuven Cancer Institute, University Hospitals Leuven, Leuven, Belgium
| | - Walter Willett
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Stacey J Winham
- Division of Computational Biology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Alicja Wolk
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Xiaohong R Yang
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - M Pilar Zamora
- Servicio de Oncología Médica, Hospital Universitario La Paz, Madrid, Spain
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Argyrios Ziogas
- Department of Medicine, Genetic Epidemiology Research Institute, University of California Irvine, Irvine, CA, USA
| | - Alison M Dunning
- Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, UK
| | - Paul D P Pharoah
- Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, UK
- Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, UK
| | - Montserrat García-Closas
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Marjanka K Schmidt
- Division of Molecular Pathology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute - Antoni Van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Peter Kraft
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Program in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Roger L Milne
- Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, VIC, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, VIC, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Sara Lindström
- Department of Epidemiology, University of Washington School of Public Health, Seattle, WA, USA
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Douglas F Easton
- Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, UK
- Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, UK
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Cancer Epidemiology Group, University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Morra A, Schreurs MAC, Andrulis IL, Anton‐Culver H, Augustinsson A, Beckmann MW, Behrens S, Bojesen SE, Bolla MK, Brauch H, Broeks A, Buys SS, Camp NJ, Castelao JE, Cessna MH, Chang‐Claude J, Chung WK, Colonna SV, Couch FJ, Cox A, Cross SS, Czene K, Daly MB, Dennis J, Devilee P, Dörk T, Dunning AM, Dwek M, Easton DF, Eccles DM, Eriksson M, Evans DG, Fasching PA, Fehm TN, Figueroa JD, Flyger H, Gabrielson M, Gago‐Dominguez M, García‐Closas M, García‐Sáenz JA, Genkinger J, Grassmann F, Gündert M, Hahnen E, Haiman CA, Hamann U, Harrington PA, Hartikainen JM, Hoppe R, Hopper JL, Houlston RS, Howell A, Jakubowska A, Janni W, Jernström H, John EM, Johnson N, Jones ME, Kristensen VN, Kurian AW, Lambrechts D, Le Marchand L, Lindblom A, Lubiński J, Lux MP, Mannermaa A, Mavroudis D, Mulligan AM, Muranen TA, Nevanlinna H, Nevelsteen I, Neven P, Newman WG, Obi N, Offit K, Olshan AF, Park‐Simon T, Patel AV, Peterlongo P, Phillips K, Plaseska‐Karanfilska D, Polley EC, Presneau N, Pylkäs K, Rack B, Radice P, Rashid MU, Rhenius V, Robson M, Romero A, Saloustros E, Sawyer EJ, Schmutzler RK, Schuetze S, Scott C, Shah M, Smichkoska S, Southey MC, Tapper WJ, Teras LR, Tollenaar RAEM, Tomczyk K, Tomlinson I, Troester MA, Vachon CM, van Veen EM, Wang Q, Wendt C, Wildiers H, Winqvist R, Ziogas A, Hall P, Pharoah PDP, Adank MA, Hollestelle A, Schmidt MK, Hooning MJ. Association of the CHEK2 c.1100delC variant, radiotherapy, and systemic treatment with contralateral breast cancer risk and breast cancer-specific survival. Cancer Med 2023; 12:16142-16162. [PMID: 37401034 PMCID: PMC10469654 DOI: 10.1002/cam4.6272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 04/30/2023] [Accepted: 06/03/2023] [Indexed: 07/05/2023] Open
Abstract
BACKGROUND Breast cancer (BC) patients with a germline CHEK2 c.1100delC variant have an increased risk of contralateral BC (CBC) and worse BC-specific survival (BCSS) compared to non-carriers. AIM To assessed the associations of CHEK2 c.1100delC, radiotherapy, and systemic treatment with CBC risk and BCSS. METHODS Analyses were based on 82,701 women diagnosed with a first primary invasive BC including 963 CHEK2 c.1100delC carriers; median follow-up was 9.1 years. Differential associations with treatment by CHEK2 c.1100delC status were tested by including interaction terms in a multivariable Cox regression model. A multi-state model was used for further insight into the relation between CHEK2 c.1100delC status, treatment, CBC risk and death. RESULTS There was no evidence for differential associations of therapy with CBC risk by CHEK2 c.1100delC status. The strongest association with reduced CBC risk was observed for the combination of chemotherapy and endocrine therapy [HR (95% CI): 0.66 (0.55-0.78)]. No association was observed with radiotherapy. Results from the multi-state model showed shorter BCSS for CHEK2 c.1100delC carriers versus non-carriers also after accounting for CBC occurrence [HR (95% CI): 1.30 (1.09-1.56)]. CONCLUSION Systemic therapy was associated with reduced CBC risk irrespective of CHEK2 c.1100delC status. Moreover, CHEK2 c.1100delC carriers had shorter BCSS, which appears not to be fully explained by their CBC risk.
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Affiliation(s)
- Anna Morra
- Division of Molecular PathologyThe Netherlands Cancer InstituteAmsterdamthe Netherlands
| | | | - Irene L. Andrulis
- Fred A. Litwin Center for Cancer GeneticsLunenfeld‐Tanenbaum Research Institute of Mount Sinai HospitalTorontoOntarioCanada
- Department of Molecular GeneticsUniversity of TorontoTorontoOntarioCanada
| | - Hoda Anton‐Culver
- Department of Medicine, Genetic Epidemiology Research InstituteUniversity of California IrvineIrvineCaliforniaUSA
| | | | - Matthias W. Beckmann
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen‐EMN, Friedrich‐Alexander University Erlangen‐NurembergUniversity Hospital ErlangenErlangenGermany
| | - Sabine Behrens
- Division of Cancer EpidemiologyGerman Cancer Research Center (DKFZ)HeidelbergGermany
| | - Stig E. Bojesen
- Copenhagen General Population Study, Herlev and Gentofte HospitalCopenhagen University HospitalHerlevDenmark
- Department of Clinical Biochemistry, Herlev and Gentofte HospitalCopenhagen University HospitalHerlevDenmark
- Faculty of Health and Medical SciencesUniversity of CopenhagenCopenhagenDenmark
| | - Manjeet K. Bolla
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary CareUniversity of CambridgeCambridgeUK
| | - Hiltrud Brauch
- Dr. Margarete Fischer‐Bosch‐Institute of Clinical PharmacologyStuttgartGermany
- iFIT‐Cluster of ExcellenceUniversity of TübingenTübingenGermany
- German Cancer Consortium (DKTK), Partner Site TübingenGerman Cancer Research Center (DKFZ)TübingenGermany
| | - Annegien Broeks
- Division of Molecular PathologyThe Netherlands Cancer InstituteAmsterdamthe Netherlands
| | - Saundra S. Buys
- Department of Internal Medicine and Huntsman Cancer InstituteUniversity of UtahSalt Lake CityUtahUSA
| | - Nicola J. Camp
- Department of Internal Medicine and Huntsman Cancer InstituteUniversity of UtahSalt Lake CityUtahUSA
| | - Jose E. Castelao
- Oncology and Genetics Unit, Instituto de Investigación Sanitaria Galicia Sur (IISGS)Xerencia de Xestion Integrada de Vigo‐SERGASVigoSpain
| | | | - Jenny Chang‐Claude
- Division of Cancer EpidemiologyGerman Cancer Research Center (DKFZ)HeidelbergGermany
- Cancer Epidemiology Group, University Cancer Center Hamburg (UCCH)University Medical Center Hamburg‐EppendorfHamburgGermany
| | - Wendy K. Chung
- Departments of Pediatrics and MedicineColumbia UniversityNew YorkNew YorkUSA
| | - Sarah V. Colonna
- Department of Internal Medicine and Huntsman Cancer InstituteUniversity of UtahSalt Lake CityUtahUSA
| | - Fergus J. Couch
- Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Angela Cox
- Department of Oncology and Metabolism, Sheffield Institute for Nucleic Acids (SInFoNiA)University of SheffieldSheffieldUK
| | - Simon S. Cross
- Department of Neuroscience, Academic Unit of PathologyUniversity of SheffieldSheffieldUK
| | - Kamila Czene
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
| | - Mary B. Daly
- Department of Clinical GeneticsFox Chase Cancer CenterPhiladelphiaPennsylvaniaUSA
| | - Joe Dennis
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary CareUniversity of CambridgeCambridgeUK
| | - Peter Devilee
- Department of PathologyLeiden University Medical CenterLeidenthe Netherlands
- Department of Human GeneticsLeiden University Medical CenterLeidenthe Netherlands
| | - Thilo Dörk
- Gynaecology Research UnitHannover Medical SchoolHannoverGermany
| | - Alison M. Dunning
- Department of Oncology, Centre for Cancer Genetic EpidemiologyUniversity of CambridgeCambridgeUK
| | - Miriam Dwek
- School of Life SciencesUniversity of WestminsterLondonUK
| | - Douglas F. Easton
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary CareUniversity of CambridgeCambridgeUK
- Department of Oncology, Centre for Cancer Genetic EpidemiologyUniversity of CambridgeCambridgeUK
| | | | - Mikael Eriksson
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
| | - D. Gareth Evans
- Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of ManchesterManchester Academic Health Science CentreManchesterUK
- North West Genomics Laboratory Hub, Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University NHS Foundation TrustManchester Academic Health Science CentreManchesterUK
| | - Peter A. Fasching
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen‐EMN, Friedrich‐Alexander University Erlangen‐NurembergUniversity Hospital ErlangenErlangenGermany
| | - Tanja N. Fehm
- Department of Gynecology and Obstetrics, University Hospital DüsseldorfHeinrich‐Heine University DüsseldorfDüsseldorfGermany
| | - Jonine D. Figueroa
- Usher Institute of Population Health Sciences and InformaticsThe University of EdinburghEdinburghUK
- Cancer Research UK Edinburgh CentreThe University of EdinburghEdinburghUK
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer InstituteNational Institutes of HealthBethesdaMarylandUSA
| | - Henrik Flyger
- Department of Breast Surgery, Herlev and Gentofte HospitalCopenhagen University HospitalHerlevDenmark
| | - Marike Gabrielson
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
| | - Manuela Gago‐Dominguez
- Cancer Genetics and Epidemiology Group, SERGAS, Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS) FoundationComplejo Hospitalario Universitario de SantiagoSantiago de CompostelaSpain
| | - Montserrat García‐Closas
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer InstituteNational Institutes of HealthBethesdaMarylandUSA
| | - José A. García‐Sáenz
- Medical Oncology Department, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria San Carlos (IdISSC)Centro Investigación Biomédica en Red de Cáncer (CIBERONC)MadridSpain
| | - Jeanine Genkinger
- Department of Epidemiology, Mailman School of Public HealthColumbia UniversityNew YorkNew YorkUSA
- Herbert Irving Comprehensive Cancer CenterNew YorkNew YorkUSA
| | - Felix Grassmann
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
- Health and Medical UniversityPotsdamGermany
| | - Melanie Gündert
- Molecular Epidemiology Group, C080German Cancer Research Center (DKFZ)HeidelbergGermany
- Molecular Biology of Breast Cancer, University Womens Clinic HeidelbergUniversity of HeidelbergHeidelbergGermany
- Institute of Diabetes Research, Helmholtz Zentrum MünchenGerman Research Center for Environmental HealthNeuherbergGermany
| | - Eric Hahnen
- Center for Familial Breast and Ovarian Cancer, Faculty of Medicine and University Hospital CologneUniversity of CologneCologneGermany
- Center for Integrated Oncology (CIO), Faculty of Medicine and University Hospital CologneUniversity of CologneCologneGermany
| | - Christopher A. Haiman
- Department of Preventive Medicine, Keck School of MedicineUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Ute Hamann
- Molecular Genetics of Breast CancerGerman Cancer Research Center (DKFZ)HeidelbergGermany
| | - Patricia A. Harrington
- Department of Oncology, Centre for Cancer Genetic EpidemiologyUniversity of CambridgeCambridgeUK
| | - Jaana M. Hartikainen
- Translational Cancer Research AreaUniversity of Eastern FinlandKuopioFinland
- Institute of Clinical Medicine, Pathology and Forensic MedicineUniversity of Eastern FinlandKuopioFinland
| | - Reiner Hoppe
- Dr. Margarete Fischer‐Bosch‐Institute of Clinical PharmacologyStuttgartGermany
- University of TübingenTübingenGermany
| | - John L. Hopper
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global HealthThe University of MelbourneMelbourneVictoriaAustralia
| | - Richard S. Houlston
- Division of Genetics and EpidemiologyThe Institute of Cancer ResearchLondonUK
| | - Anthony Howell
- Division of Cancer SciencesUniversity of ManchesterManchesterUK
| | - Anna Jakubowska
- Department of Genetics and Pathology, International Hereditary Cancer CenterPomeranian Medical UniversitySzczecinPoland
- Independent Laboratory of Molecular Biology and Genetic DiagnosticsPomeranian Medical UniversitySzczecinPoland
| | - Wolfgang Janni
- Department of Gynaecology and ObstetricsUniversity Hospital UlmUlmGermany
| | | | - Esther M. John
- Department of Epidemiology and Population HealthStanford University School of MedicineStanfordCaliforniaUSA
- Division of Oncology, Department of Medicine, Stanford Cancer InstituteStanford University School of MedicineStanfordCaliforniaUSA
| | - Nichola Johnson
- The Breast Cancer Now Toby Robins Research CentreThe Institute of Cancer ResearchLondonUK
| | - Michael E. Jones
- Division of Genetics and EpidemiologyThe Institute of Cancer ResearchLondonUK
| | - Vessela N. Kristensen
- Faculty of Medicine, Institute of Clinical MedicineUniversity of OsloOsloNorway
- Department of Medical GeneticsOslo University Hospital and University of OsloOsloNorway
| | - Allison W. Kurian
- Department of Epidemiology and Population HealthStanford University School of MedicineStanfordCaliforniaUSA
- Division of Oncology, Department of Medicine, Stanford Cancer InstituteStanford University School of MedicineStanfordCaliforniaUSA
| | - Diether Lambrechts
- Laboratory for Translational Genetics, Department of Human GeneticsKU LeuvenLeuvenBelgium
- VIB Center for Cancer BiologyVIBLeuvenBelgium
| | - Loic Le Marchand
- Epidemiology ProgramUniversity of Hawaii Cancer CenterHonoluluHawaiiUSA
| | - Annika Lindblom
- Department of Molecular Medicine and SurgeryKarolinska InstitutetStockholmSweden
- Department of Clinical GeneticsKarolinska University HospitalStockholmSweden
| | - Jan Lubiński
- Department of Genetics and Pathology, International Hereditary Cancer CenterPomeranian Medical UniversitySzczecinPoland
| | - Michael P. Lux
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen‐EMN, Friedrich‐Alexander University Erlangen‐NurembergUniversity Hospital ErlangenErlangenGermany
| | - Arto Mannermaa
- Translational Cancer Research AreaUniversity of Eastern FinlandKuopioFinland
- Institute of Clinical Medicine, Pathology and Forensic MedicineUniversity of Eastern FinlandKuopioFinland
- Biobank of Eastern FinlandKuopio University HospitalKuopioFinland
| | - Dimitrios Mavroudis
- Department of Medical OncologyUniversity Hospital of HeraklionHeraklionGreece
| | - Anna Marie Mulligan
- Department of Laboratory Medicine and PathobiologyUniversity of TorontoTorontoOntarioCanada
- Laboratory Medicine ProgramUniversity Health NetworkTorontoOntarioCanada
| | - Taru A. Muranen
- Department of Obstetrics and Gynecology, Helsinki University HospitalUniversity of HelsinkiHelsinkiFinland
| | - Heli Nevanlinna
- Department of Obstetrics and Gynecology, Helsinki University HospitalUniversity of HelsinkiHelsinkiFinland
| | - Ines Nevelsteen
- Department of Oncology, Leuven Multidisciplinary Breast Center, University Hospitals LeuvenLeuven Cancer InstituteLeuvenBelgium
| | - Patrick Neven
- Department of Oncology, Leuven Multidisciplinary Breast Center, University Hospitals LeuvenLeuven Cancer InstituteLeuvenBelgium
| | - William G. Newman
- Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of ManchesterManchester Academic Health Science CentreManchesterUK
- North West Genomics Laboratory Hub, Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University NHS Foundation TrustManchester Academic Health Science CentreManchesterUK
| | - Nadia Obi
- Institute for Medical Biometry and EpidemiologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Kenneth Offit
- Clinical Genetics Research Lab, Department of Cancer Biology and GeneticsMemorial Sloan Kettering Cancer CenterNew YorkNew YorkUSA
- Clinical Genetics Service, Department of MedicineMemorial Sloan Kettering Cancer CenterNew YorkNew YorkUSA
| | - Andrew F. Olshan
- Department of Epidemiology, Gillings School of Global Public Health and UNC Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | | | - Alpa V. Patel
- Department of Population ScienceAmerican Cancer SocietyAtlantaGeorgiaUSA
| | - Paolo Peterlongo
- IFOM ETS ‐ The AIRC Institute of Molecular Oncology, Genome Diagnostics ProgramMilanItaly
| | - Kelly‐Anne Phillips
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global HealthThe University of MelbourneMelbourneVictoriaAustralia
- Department of Medical OncologyPeter MacCallum Cancer CentreMelbourneVictoriaAustralia
- Sir Peter MacCallum Department of OncologyThe University of MelbourneParkvilleVictoriaAustralia
| | - Dijana Plaseska‐Karanfilska
- Research Centre for Genetic Engineering and Biotechnology 'Georgi D. Efremov'MASASkopjeRepublic of North Macedonia
| | - Eric C. Polley
- Division of Clinical Trials and Biostatistics, Department of Quantitative Health SciencesMayo ClinicRochesterMinnesotaUSA
| | | | - Katri Pylkäs
- Laboratory of Cancer Genetics and Tumor Biology, Cancer and Translational Medicine Research Unit, Biocenter OuluUniversity of OuluOuluFinland
- Laboratory of Cancer Genetics and Tumor BiologyNorthern Finland Laboratory Centre OuluOuluFinland
| | - Brigitte Rack
- Department of Gynaecology and ObstetricsUniversity Hospital UlmUlmGermany
| | - Paolo Radice
- Department of Experimental Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori“Predictive Medicine: Molecular Bases of Genetic Risk”MilanItaly
| | - Muhammad U. Rashid
- Molecular Genetics of Breast CancerGerman Cancer Research Center (DKFZ)HeidelbergGermany
- Department of Basic SciencesShaukat Khanum Memorial Cancer Hospital and Research Centre (SKMCH & RC)LahorePakistan
| | - Valerie Rhenius
- Department of Oncology, Centre for Cancer Genetic EpidemiologyUniversity of CambridgeCambridgeUK
| | - Mark Robson
- Clinical Genetics Service, Department of MedicineMemorial Sloan Kettering Cancer CenterNew YorkNew YorkUSA
| | - Atocha Romero
- Medical Oncology DepartmentHospital Universitario Puerta de HierroMadridSpain
| | | | - Elinor J. Sawyer
- School of Cancer & Pharmaceutical Sciences, Comprehensive Cancer Centre, Guy's CampusKing's College LondonLondonUK
| | - Rita K. Schmutzler
- Center for Familial Breast and Ovarian Cancer, Faculty of Medicine and University Hospital CologneUniversity of CologneCologneGermany
- Center for Integrated Oncology (CIO), Faculty of Medicine and University Hospital CologneUniversity of CologneCologneGermany
- Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and University Hospital CologneUniversity of CologneCologneGermany
| | - Sabine Schuetze
- Department of Gynaecology and ObstetricsUniversity Hospital UlmUlmGermany
| | - Christopher Scott
- Division of Clinical Trials and Biostatistics, Department of Quantitative Health SciencesMayo ClinicRochesterMinnesotaUSA
| | - Mitul Shah
- Department of Oncology, Centre for Cancer Genetic EpidemiologyUniversity of CambridgeCambridgeUK
| | - Snezhana Smichkoska
- Medical Faculty, University Clinic of Radiotherapy and OncologySs. Cyril and Methodius University in SkopjeSkopjeRepublic of North Macedonia
| | - Melissa C. Southey
- Precision Medicine, School of Clinical Sciences at Monash HealthMonash UniversityClaytonVictoriaAustralia
- Department of Clinical PathologyThe University of MelbourneMelbourneVictoriaAustralia
- Cancer Epidemiology DivisionCancer Council VictoriaMelbourneVictoriaAustralia
| | | | - Lauren R. Teras
- Department of Population ScienceAmerican Cancer SocietyAtlantaGeorgiaUSA
| | | | - Katarzyna Tomczyk
- The Breast Cancer Now Toby Robins Research CentreThe Institute of Cancer ResearchLondonUK
| | - Ian Tomlinson
- Cancer Research CentreThe University of EdinburghEdinburghUK
| | - Melissa A. Troester
- Department of Epidemiology, Gillings School of Global Public Health and UNC Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Celine M. Vachon
- Division of Epidemiology, Department of Quantitative Health SciencesMayo ClinicRochesterMinnesotaUSA
| | - Elke M. van Veen
- Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of ManchesterManchester Academic Health Science CentreManchesterUK
- North West Genomics Laboratory Hub, Manchester Centre for Genomic Medicine, St Mary's Hospital, Manchester University NHS Foundation TrustManchester Academic Health Science CentreManchesterUK
| | - Qin Wang
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary CareUniversity of CambridgeCambridgeUK
| | - Camilla Wendt
- Department of Clinical Science and Education, SödersjukhusetKarolinska InstitutetStockholmSweden
- Department of OncologySödersjukhusetStockholmSweden
| | - Hans Wildiers
- Department of Oncology, Leuven Multidisciplinary Breast Center, University Hospitals LeuvenLeuven Cancer InstituteLeuvenBelgium
| | - Robert Winqvist
- Laboratory of Cancer Genetics and Tumor Biology, Cancer and Translational Medicine Research Unit, Biocenter OuluUniversity of OuluOuluFinland
- Laboratory of Cancer Genetics and Tumor BiologyNorthern Finland Laboratory Centre OuluOuluFinland
| | - Argyrios Ziogas
- Department of Medicine, Genetic Epidemiology Research InstituteUniversity of California IrvineIrvineCaliforniaUSA
| | - Per Hall
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
- Department of OncologySödersjukhusetStockholmSweden
| | - Paul D. P. Pharoah
- Centre for Cancer Genetic Epidemiology, Department of Public Health and Primary CareUniversity of CambridgeCambridgeUK
- Department of Oncology, Centre for Cancer Genetic EpidemiologyUniversity of CambridgeCambridgeUK
| | - Muriel A. Adank
- Family Cancer ClinicThe Netherlands Cancer Institute ‐ Antoni van Leeuwenhoek HospitalAmsterdamthe Netherlands
| | | | - Marjanka K. Schmidt
- Division of Molecular PathologyThe Netherlands Cancer InstituteAmsterdamthe Netherlands
- Division of Psychosocial Research and EpidemiologyThe Netherlands Cancer Institute ‐ Antoni van Leeuwenhoek HospitalAmsterdamthe Netherlands
| | - Maartje J. Hooning
- Department of Medical OncologyErasmus MC Cancer InstituteRotterdamthe Netherlands
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Gómez-Vecino A, Corchado-Cobos R, Blanco-Gómez A, García-Sancha N, Castillo-Lluva S, Martín-García A, Mendiburu-Eliçabe M, Prieto C, Ruiz-Pinto S, Pita G, Velasco-Ruiz A, Patino-Alonso C, Galindo-Villardón P, Vera-Pedrosa ML, Jalife J, Mao JH, Macías de Plasencia G, Castellanos-Martín A, Sáez-Freire MDM, Fraile-Martín S, Rodrigues-Teixeira T, García-Macías C, Galvis-Jiménez JM, García-Sánchez A, Isidoro-García M, Fuentes M, García-Cenador MB, García-Criado FJ, García-Hernández JL, Hernández-García MÁ, Cruz-Hernández JJ, Rodríguez-Sánchez CA, García-Sancho AM, Pérez-López E, Pérez-Martínez A, Gutiérrez-Larraya F, Cartón AJ, García-Sáenz JÁ, Patiño-García A, Martín M, Alonso-Gordoa T, Vulsteke C, Croes L, Hatse S, Van Brussel T, Lambrechts D, Wildiers H, Chang H, Holgado-Madruga M, González-Neira A, Sánchez PL, Pérez Losada J. Intermediate Molecular Phenotypes to Identify Genetic Markers of Anthracycline-Induced Cardiotoxicity Risk. Cells 2023; 12:1956. [PMID: 37566035 PMCID: PMC10417374 DOI: 10.3390/cells12151956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 07/14/2023] [Accepted: 07/21/2023] [Indexed: 08/12/2023] Open
Abstract
Cardiotoxicity due to anthracyclines (CDA) affects cancer patients, but we cannot predict who may suffer from this complication. CDA is a complex trait with a polygenic component that is mainly unidentified. We propose that levels of intermediate molecular phenotypes (IMPs) in the myocardium associated with histopathological damage could explain CDA susceptibility, so variants of genes encoding these IMPs could identify patients susceptible to this complication. Thus, a genetically heterogeneous cohort of mice (n = 165) generated by backcrossing were treated with doxorubicin and docetaxel. We quantified heart fibrosis using an Ariol slide scanner and intramyocardial levels of IMPs using multiplex bead arrays and QPCR. We identified quantitative trait loci linked to IMPs (ipQTLs) and cdaQTLs via linkage analysis. In three cancer patient cohorts, CDA was quantified using echocardiography or Cardiac Magnetic Resonance. CDA behaves as a complex trait in the mouse cohort. IMP levels in the myocardium were associated with CDA. ipQTLs integrated into genetic models with cdaQTLs account for more CDA phenotypic variation than that explained by cda-QTLs alone. Allelic forms of genes encoding IMPs associated with CDA in mice, including AKT1, MAPK14, MAPK8, STAT3, CAS3, and TP53, are genetic determinants of CDA in patients. Two genetic risk scores for pediatric patients (n = 71) and women with breast cancer (n = 420) were generated using machine-learning Least Absolute Shrinkage and Selection Operator (LASSO) regression. Thus, IMPs associated with heart damage identify genetic markers of CDA risk, thereby allowing more personalized patient management.
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Affiliation(s)
- Aurora Gómez-Vecino
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
| | - Roberto Corchado-Cobos
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
| | - Adrián Blanco-Gómez
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
| | - Natalia García-Sancha
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
| | - Sonia Castillo-Lluva
- Departamento de Bioquímica y Biología Molecular, Facultad de Ciencias Químicas, Universidad Complutense, 28040 Madrid, Spain;
- Instituto de Investigaciones Sanitarias San Carlos (IdISSC), 24040 Madrid, Spain
| | - Ana Martín-García
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Servicio de Cardiología, Hospital Universitario de Salamanca, Universidad de Salamanca (CIBER.CV), 37007 Salamanca, Spain
| | - Marina Mendiburu-Eliçabe
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
| | - Carlos Prieto
- Servicio de Bioinformática, Nucleus, Universidad de Salamanca, 37007 Salamanca, Spain;
| | - Sara Ruiz-Pinto
- Human Genotyping Unit-CeGen, Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), 28029 Madrid, Spain; (S.R.-P.); (G.P.); (A.V.-R.)
| | - Guillermo Pita
- Human Genotyping Unit-CeGen, Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), 28029 Madrid, Spain; (S.R.-P.); (G.P.); (A.V.-R.)
| | - Alejandro Velasco-Ruiz
- Human Genotyping Unit-CeGen, Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), 28029 Madrid, Spain; (S.R.-P.); (G.P.); (A.V.-R.)
| | - Carmen Patino-Alonso
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Departamento de Estadística, Universidad de Salamanca, 37007 Salamanca, Spain
| | - Purificación Galindo-Villardón
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Departamento de Estadística, Universidad de Salamanca, 37007 Salamanca, Spain
- Escuela Superior Politécnica del Litoral, ESPOL, Centro de Estudios e Investigaciones Estadísticas, Campus Gustavo Galindo, Km. 30.5 Via Perimetral, Guayaquil P.O. Box 09-01-5863, Ecuador
| | | | - José Jalife
- Centro Nacional de Investigaciones Cardiovasculares (CNIC) Carlos III, 28029 Madrid, Spain; (M.L.V.-P.); (J.J.)
| | - Jian-Hua Mao
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA;
- Berkeley Biomedical Data Science Center, Lawrence Berkeley National Laboratory, Berkeley, CA 92720, USA
| | - Guillermo Macías de Plasencia
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Servicio de Cardiología, Hospital Universitario de Salamanca, Universidad de Salamanca (CIBER.CV), 37007 Salamanca, Spain
| | - Andrés Castellanos-Martín
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
| | - María del Mar Sáez-Freire
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
| | - Susana Fraile-Martín
- Servicio de Patología Molecular Comparada, Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca, 37007 Salamanca, Spain; (S.F.-M.); (T.R.-T.); (C.G.-M.)
| | - Telmo Rodrigues-Teixeira
- Servicio de Patología Molecular Comparada, Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca, 37007 Salamanca, Spain; (S.F.-M.); (T.R.-T.); (C.G.-M.)
| | - Carmen García-Macías
- Servicio de Patología Molecular Comparada, Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca, 37007 Salamanca, Spain; (S.F.-M.); (T.R.-T.); (C.G.-M.)
| | - Julie Milena Galvis-Jiménez
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Instituto Nacional de Cancerología de Colombia, Bogotá 111511-110411001, Colombia
| | - Asunción García-Sánchez
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Servicio de Bioquímica Clínica, Hospital Universitario de Salamanca, 37007 Salamanca, Spain
| | - María Isidoro-García
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Servicio de Bioquímica Clínica, Hospital Universitario de Salamanca, 37007 Salamanca, Spain
- Departamento de Medicina, Universidad de Salamanca, 37007 Salamanca, Spain
| | - Manuel Fuentes
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Departamento de Medicina, Universidad de Salamanca, 37007 Salamanca, Spain
- Unidad de Proteómica y Servicio General de Citometría de Flujo, Nucleus, Universidad de Salamanca, 37007 Salamanca, Spain
| | - María Begoña García-Cenador
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Departamento de Cirugía, Universidad de Salamanca, 37007 Salamanca, Spain
| | - Francisco Javier García-Criado
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Departamento de Cirugía, Universidad de Salamanca, 37007 Salamanca, Spain
| | - Juan Luis García-Hernández
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
| | | | - Juan Jesús Cruz-Hernández
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Departamento de Medicina, Universidad de Salamanca, 37007 Salamanca, Spain
- Servicio de Oncología, Hospital Universitario de Salamanca, 37007 Salamanca, Spain
| | - César Augusto Rodríguez-Sánchez
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Departamento de Medicina, Universidad de Salamanca, 37007 Salamanca, Spain
- Servicio de Oncología, Hospital Universitario de Salamanca, 37007 Salamanca, Spain
| | - Alejandro Martín García-Sancho
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Servicio de Hematología, Hospital Universitario de Salamanca, CIBERONC, 37007 Salamanca, Spain;
| | - Estefanía Pérez-López
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Servicio de Hematología, Hospital Universitario de Salamanca, CIBERONC, 37007 Salamanca, Spain;
| | - Antonio Pérez-Martínez
- Department of Paediatric Hemato-Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain;
| | - Federico Gutiérrez-Larraya
- Department of Paediatric Cardiology, Hospital Universitario La Paz, 28046 Madrid, Spain; (F.G.-L.); (A.J.C.)
| | - Antonio J. Cartón
- Department of Paediatric Cardiology, Hospital Universitario La Paz, 28046 Madrid, Spain; (F.G.-L.); (A.J.C.)
| | - José Ángel García-Sáenz
- Medical Oncology Service, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Hospital Clínico San Carlos, 28040 Madrid, Spain;
| | - Ana Patiño-García
- Department of Pediatrics, Solid Tumor Program, Centro de Investigación Médica Aplicada (CIMA), Universidad de Navarra, IdisNA, 31008 Pamplona, Spain;
| | - Miguel Martín
- Department of Medicine, Gregorio Marañón Health Research Institute (IISGM), Centro de Investigación Biomédica en Red Oncológica (CIBERONC), Universidad Complutense, 28007 Madrid, Spain;
| | - Teresa Alonso-Gordoa
- Department of Medical Oncology, Hospital Universitario Ramón y Cajal, 28034 Madrid, Spain;
| | - Christof Vulsteke
- Department of Molecular Imaging, Pathology, Radiotherapy and Oncology (MIPRO), Center for Oncological Research (CORE), Antwerp University, 2610 Antwerp, Belgium; (C.V.); (L.C.)
- Department of Oncology, Integrated Cancer Center in Ghent, AZ Maria Middelares, 9000 Ghent, Belgium
| | - Lieselot Croes
- Department of Molecular Imaging, Pathology, Radiotherapy and Oncology (MIPRO), Center for Oncological Research (CORE), Antwerp University, 2610 Antwerp, Belgium; (C.V.); (L.C.)
- Department of Oncology, Integrated Cancer Center in Ghent, AZ Maria Middelares, 9000 Ghent, Belgium
| | - Sigrid Hatse
- Laboratory of Experimental Oncology (LEO), Department of Oncology, Department of General Medical Oncology, University Hospitals Leuven, Leuven Cancer Institute, Katholieke Universiteit (KU) Leuven, 3000 Leuven, Belgium;
| | - Thomas Van Brussel
- VIB Center for Cancer Biology, VIB, 3000 Leuven, Belgium; (T.V.B.); (D.L.)
- Laboratory of Translational Genetics, Department of Human Genetics, Katholieke Universiteit (KU) Leuven, 3000 Leuven, Belgium
| | - Diether Lambrechts
- VIB Center for Cancer Biology, VIB, 3000 Leuven, Belgium; (T.V.B.); (D.L.)
- Laboratory of Translational Genetics, Department of Human Genetics, Katholieke Universiteit (KU) Leuven, 3000 Leuven, Belgium
| | - Hans Wildiers
- Department of General Medical Oncology and Multidisciplinary Breast Unit, Leuven Cancer Institute, and Laboratory of Experimental Oncology (LEO), Department of Oncology, Leuven Cancer Institute and University Hospital Leuven, Katholieke Universiteit (KU) Leuven, 3000 Leuven, Belgium;
| | - Hang Chang
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA;
- Berkeley Biomedical Data Science Center, Lawrence Berkeley National Laboratory, Berkeley, CA 92720, USA
| | - Marina Holgado-Madruga
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
- Departamento de Fisiología y Farmacología, Universidad de Salamanca, 37007 Salamanca, Spain
- Instituto de Neurociencias de Castilla y León (INCyL), 37007 Salamanca, Spain
| | - Anna González-Neira
- Human Genotyping Unit-CeGen, Human Cancer Genetics Programme, Spanish National Cancer Research Centre (CNIO), 28029 Madrid, Spain; (S.R.-P.); (G.P.); (A.V.-R.)
| | - Pedro L. Sánchez
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Servicio de Cardiología, Hospital Universitario de Salamanca, Universidad de Salamanca (CIBER.CV), 37007 Salamanca, Spain
- Departamento de Medicina, Universidad de Salamanca, 37007 Salamanca, Spain
| | - Jesús Pérez Losada
- Instituto de Biología Molecular y Celular del Cáncer (IBMCC-CIC), Universidad de Salamanca/CSIC, 37007 Salamanca, Spain; (A.G.-V.); (R.C.-C.); (A.B.-G.); (N.G.-S.); (M.M.-E.); (A.C.-M.); (M.d.M.S.-F.); (J.M.G.-J.); (M.F.); (J.L.G.-H.); (J.J.C.-H.); (C.A.R.-S.); (A.M.G.-S.); (E.P.-L.)
- Instituto de Investigación Biosanitaria de Salamanca (IBSAL), 37007 Salamanca, Spain; (A.M.-G.); (C.P.-A.); (P.G.-V.); (G.M.d.P.); (A.G.-S.); (M.I.-G.); (M.B.G.-C.); (F.J.G.-C.)
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22
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Nguyen HL, Geukens T, Maetens M, Aparicio S, Bassez A, Borg A, Brock J, Broeks A, Caldas C, Cardoso F, De Schepper M, Delorenzi M, Drukker CA, Glas AM, Green AR, Isnaldi E, Eyfjörð J, Khout H, Knappskog S, Krishnamurthy S, Lakhani SR, Langerod A, Martens JWM, McCart Reed AE, Murphy L, Naulaerts S, Nik-Zainal S, Nevelsteen I, Neven P, Piccart M, Poncet C, Punie K, Purdie C, Rakha EA, Richardson A, Rutgers E, Vincent-Salomon A, Simpson PT, Schmidt MK, Sotiriou C, Span PN, Tan KTB, Thompson A, Tommasi S, Van Baelen K, Van de Vijver M, Van Laere S, Van't Veer L, Viale G, Viari A, Vos H, Witteveen AT, Wildiers H, Floris G, Garg AD, Smeets A, Lambrechts D, Biganzoli E, Richard F, Desmedt C. Obesity-associated changes in molecular biology of primary breast cancer. Nat Commun 2023; 14:4418. [PMID: 37479706 PMCID: PMC10361985 DOI: 10.1038/s41467-023-39996-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 07/06/2023] [Indexed: 07/23/2023] Open
Abstract
Obesity is associated with an increased risk of developing breast cancer (BC) and worse prognosis in BC patients, yet its impact on BC biology remains understudied in humans. This study investigates how the biology of untreated primary BC differs according to patients' body mass index (BMI) using data from >2,000 patients. We identify several genomic alterations that are differentially prevalent in overweight or obese patients compared to lean patients. We report evidence supporting an ageing accelerating effect of obesity at the genetic level. We show that BMI-associated differences in bulk transcriptomic profile are subtle, while single cell profiling allows detection of more pronounced changes in different cell compartments. These analyses further reveal an elevated and unresolved inflammation of the BC tumor microenvironment associated with obesity, with distinct characteristics contingent on the estrogen receptor status. Collectively, our analyses imply that obesity is associated with an inflammaging-like phenotype. We conclude that patient adiposity may play a significant role in the heterogeneity of BC and should be considered for BC treatment tailoring.
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Affiliation(s)
- Ha-Linh Nguyen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Tatjana Geukens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Marion Maetens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Samuel Aparicio
- Department of Molecular Oncology, BC Cancer Research Centre, Vancouver, BC, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Ayse Bassez
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
- VIB Center for Cancer Biology, Leuven, Belgium
| | - Ake Borg
- Department of Clinical Sciences, Division of Oncology and Pathology, Lund University, Lund, Sweden
- Lund University Cancer Center Lund, Lund, Sweden
- CREATE Health Strategic Centre for Translational Cancer Research, Lund University, Lund, Sweden
- Department of Clinical Sciences, SCIBLU Genomics, Lund University, Lund, Sweden
| | - Jane Brock
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA
| | - Annegien Broeks
- Departments of Core Facility, Molecular Pathology and Biobanking, Antoni van Leeuwenhoek, the Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute and Department of Oncology, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Fatima Cardoso
- Breast Unit, Champalimaud Clinical Center/Champalimaud Foundation, Lisbon, Portugal
| | - Maxim De Schepper
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Mauro Delorenzi
- Department of Oncology, University of Lausanne, Epalinges, Switzerland
- SIB Swiss Institute of Bioinformatics, Bioinformatics Core Facility, Lausanne, Switzerland
| | - Caroline A Drukker
- Department of Surgical Oncology, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | | | - Andrew R Green
- Nottingham Breast Cancer Research Centre, School of Medicine, University of Nottingham, Nottingham, UK
| | - Edoardo Isnaldi
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Jórunn Eyfjörð
- BioMedical Center, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavík, Iceland
| | - Hazem Khout
- Department of Breast Surgery, Glenfield Hospital, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Stian Knappskog
- Department of Clinical Science, Faculty of Medicine, University of Bergen, Bergen, Norway
- Department of Oncology, Haukeland University Hospital, Bergen, Norway
| | - Savitri Krishnamurthy
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sunil R Lakhani
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Herston, QLD, Australia
- Pathology Queensland, The Royal Brisbane and Women's Hospital, Herston, QLD, Australia
| | - Anita Langerod
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, Ullernchausseen, Oslo, Norway
| | - John W M Martens
- Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Amy E McCart Reed
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Herston, QLD, Australia
| | - Leigh Murphy
- University of Manitoba and Cancer Care Manitoba Research Institute, Winnipeg, MB, Canada
| | - Stefan Naulaerts
- Laboratory of Cell Stress & Immunity, Department of Cellular & Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Serena Nik-Zainal
- Department of Medical Genetics, School of Clinical Medicine, University of Cambridge, Cambridge, UK
- MRC Cancer Unit, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Ines Nevelsteen
- Department of Surgical Oncology, University Hospitals Leuven, KU Leuven, Leuven, Belgium
| | - Patrick Neven
- Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Martine Piccart
- Institut Jules Bordet and Université Libre de Bruxelles, Brussels, Belgium
| | - Coralie Poncet
- European Organisation for Research and Treatment of Cancer (EORTC) Headquarters, Brussels, Belgium
| | - Kevin Punie
- Department of General Medical Oncology and Multidisciplinary Breast Unit, Leuven Cancer Institute and University Hospitals Leuven, Leuven, Belgium
| | - Colin Purdie
- Department of Pathology, University of Dundee, NHS Tayside, Dundee, UK
| | - Emad A Rakha
- Division of Cancer and Stem Cells, School of Medicine, University of Nottingham, Nottingham, UK
- Department of Histopathology, Nottingham University Hospital NHS Trust, City Hospital Campus, Nottingham, UK
| | | | - Emiel Rutgers
- Department of Surgical Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Anne Vincent-Salomon
- Diagnostic and Theranostic Medicine Division, Institut Curie, PSL Research University, Paris, France
| | - Peter T Simpson
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, Herston, QLD, Australia
| | - Marjanka K Schmidt
- Division of Molecular Pathology, Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Christos Sotiriou
- Institut Jules Bordet, Universite Libre de Bruxelles, Brussels, Belgium
| | - Paul N Span
- Department of Radiation Oncology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Kiat Tee Benita Tan
- Department of General Surgery, Sengkang General Hospital, Singapore, Singapore
- Department of Breast Surgery, Singapore General Hospital, Singapore, Singapore
- Department of Breast Surgery, National Cancer Centre, Singapore, Singapore
| | - Alastair Thompson
- Department of Surgery, Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA
| | - Stefania Tommasi
- Molecular Diagnostics and Pharmacogenetics Unit, IRCCS Istituto Tumouri "Giovanni Paolo II", Bari, Italy
| | - Karen Van Baelen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Marc Van de Vijver
- Department of Pathology, Amsterdam University Medical Centers, Cancer Center Amsterdam, University of Amsterdam, Amsterdam, the Netherlands
| | - Steven Van Laere
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, Antwerp, Belgium
| | - Laura Van't Veer
- Department of Laboratory Medicine, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA
| | - Giuseppe Viale
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Alain Viari
- Synergie Lyon Cancer, Plateforme de Bio-informatique 'Gilles Thomas', Lyon, France
| | - Hanne Vos
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | | | - Hans Wildiers
- Department of General Medical Oncology and Multidisciplinary Breast Unit, Leuven Cancer Institute and University Hospitals Leuven, Leuven, Belgium
| | - Giuseppe Floris
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Abhishek D Garg
- Laboratory of Cell Stress & Immunity, Department of Cellular & Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Ann Smeets
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Diether Lambrechts
- Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
- VIB Center for Cancer Biology, Leuven, Belgium
| | - Elia Biganzoli
- Unit of Medical Statistics, Biometry and Epidemiology, Department of Biomedical and Clinical Sciences (DIBIC) "L. Sacco" & DSRC, LITA Vialba campus, Università degli Studi di Milano, Milan, Italy
| | - François Richard
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium.
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Geukens T, De Schepper M, Richard F, Maetens M, Van Baelen K, Mahdami A, Nguyen HL, Isnaldi E, Leduc S, Pabba A, Zels G, Mertens F, Vander Borght S, Smeets A, Nevelsteen I, Punie K, Neven P, Wildiers H, Van Den Bogaert W, Floris G, Desmedt C. Intra-patient and inter-metastasis heterogeneity of HER2-low status in metastatic breast cancer. Eur J Cancer 2023; 188:152-160. [PMID: 37247580 DOI: 10.1016/j.ejca.2023.04.026] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 04/26/2023] [Accepted: 04/27/2023] [Indexed: 05/31/2023]
Abstract
INTRODUCTION Anti-HER2 antibody-drug conjugates (ADCs) have shown important efficacy in HER2-low metastatic breast cancer (mBC). Criteria for receiving ADCs are based on a single assay on the primary tumour or a small metastatic biopsy. We assessed the intra-patient inter-metastasis heterogeneity of HER2-low status in HER2-negative mBC. PATIENTS AND METHODS We included samples of 10 patients (7 ER-positive and 3 ER-negative) donated in the context of our post-mortem tissue donation program UPTIDER. Excisional post-mortem biopsies of 257 metastases and 8 breast tumours underwent central HER2 immunohistochemistry (IHC), alongside 41 pre-mortem primary or metastatic samples. They were classified as HER2-zero, HER2-low (HER2-1+ or HER2-2+, in situ hybridisation [ISH] negative) or HER2-positive (HER2-3+ or HER2-2+, ISH-positive) following ASCO/CAP guidelines 2018. HER2-zero was further subdivided into HER2-undetected (no staining) and HER2-ultralow (faint staining in ≤10% of tumour cells). RESULTS Median post-mortem interval was 2.5 h. In 8/10 patients, HER2-low and HER2-zero metastases co-existed, with the proportion of HER2-low lesions ranging from 5% to 89%. A total of 32% of metastases currently classified as HER2-zero were HER2-ultralow. Intra-organ inter-metastasis heterogeneity of HER2-scores was observed in the liver in 3/6 patients. Patients with primary ER-positive disease had a higher proportion of HER2-low metastases as compared to ER-negative disease (46% versus 8%, respectively). At the metastasis level, higher percentages of ER-expressing cells were observed in HER2-low or -ultralow as compared to HER2-undetected metastases. CONCLUSIONS Important intra-patient inter-metastasis heterogeneity of HER2-low status exists. This questions the validity of HER2-low in its current form as a theranostic marker.
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Affiliation(s)
- Tatjana Geukens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium; Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Maxim De Schepper
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium; Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - François Richard
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Marion Maetens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Karen Van Baelen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium; Department of Gynaecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium
| | - Amena Mahdami
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Ha-Linh Nguyen
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Edoardo Isnaldi
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sophia Leduc
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Anirudh Pabba
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Gitte Zels
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium; Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Freya Mertens
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | | | - Ann Smeets
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Kevin Punie
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Patrick Neven
- Department of Gynaecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | | | - Giuseppe Floris
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium.
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Depoorter V, Vanschoenbeek K, Decoster L, Silversmit G, Debruyne PR, De Groof I, Bron D, Cornélis F, Luce S, Focan C, Verschaeve V, Debugne G, Langenaeken C, Van Den Bulck H, Goeminne JC, Teurfs W, Jerusalem G, Schrijvers D, Petit B, Rasschaert M, Praet JP, Vandenborre K, De Schutter H, Milisen K, Flamaing J, Kenis C, Verdoodt F, Wildiers H. End-of-Life Care in the Last Three Months before Death in Older Patients with Cancer in Belgium: A Large Retrospective Cohort Study Using Data Linkage. Cancers (Basel) 2023; 15:3349. [PMID: 37444458 DOI: 10.3390/cancers15133349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 06/16/2023] [Accepted: 06/18/2023] [Indexed: 07/15/2023] Open
Abstract
This study aims to describe end-of-life (EOL) care in older patients with cancer and investigate the association between geriatric assessment (GA) results and specialized palliative care (SPC) use. Older patients with a new cancer diagnosis (2009-2015) originally included in a previous multicentric study were selected if they died before the end of follow-up (2019). At the time of cancer diagnosis, patients underwent geriatric screening with Geriatric 8 (G8) followed by GA in case of a G8 score ≤14/17. These data were linked to the cancer registry and healthcare reimbursement data for follow-up. EOL care was assessed in the last three months before death, and associations were analyzed using logistic regression. A total of 3546 deceased older patients with cancer with a median age of 79 years at diagnosis were included. Breast, colon, and lung cancer were the most common diagnoses. In the last three months of life, 76.3% were hospitalized, 49.1% had an emergency department visit, and 43.5% received SPC. In total, 55.0% died in the hospital (38.5% in a non-palliative care unit and 16.4% in a palliative care unit). In multivariable analyses, functional and cognitive impairment at cancer diagnosis was associated with less SPC. Further research on optimizing EOL healthcare utilization and broadening access to SPC is needed.
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Affiliation(s)
| | | | - Lore Decoster
- Department of Medical Oncology, Oncologisch Centrum, Universitair Ziekenhuis Brussel, Vrije Universiteit Brussel, 1090 Brussels, Belgium
| | - Geert Silversmit
- Research Department, Belgian Cancer Registry, 1210 Brussels, Belgium
| | - Philip R Debruyne
- Division of Medical Oncology, Kortrijk Cancer Centre, AZ Groeninge, 8500 Kortrijk, Belgium
- School of Life Sciences, Medical Technology Research Centre (MTRC), Anglia Ruskin University, Cambridge CB1 1PT, UK
- School of Nursing & Midwifery, University of Plymouth, Plymouth PL4 8AA, UK
| | - Inge De Groof
- Department of Geriatric Medicine, Iridium Cancer Network Antwerp, Sint-Augustinus, 2610 Wilrijk, Belgium
| | - Dominique Bron
- Department of Hematology, ULB-Institute Jules Bordet, 1070 Brussels, Belgium
| | - Frank Cornélis
- Department of Medical Oncology, Cliniques Universitaires Saint-Luc-UCLouvain, 1200 Brussels, Belgium
| | - Sylvie Luce
- Department Medical Oncology, University Hospital Erasme, Université Libre de Bruxelles ULB, 1000 Brussels, Belgium
| | - Christian Focan
- Department of Oncology, Groupe Santé CHC-Liège, Clinique CHC-MontLégia, 4000 Liège, Belgium
| | - Vincent Verschaeve
- Department of Medical Oncology, GHDC Grand Hôpital de Charleroi, 6000 Charleroi, Belgium
| | - Gwenaëlle Debugne
- Department of Geriatric Medicine, Centre Hospitalier de Mouscron, 7700 Mouscron, Belgium
| | | | | | | | - Wesley Teurfs
- Department Medical Oncology, ZNA Stuivenberg, 2060 Antwerp, Belgium
| | - Guy Jerusalem
- Department of Medical Oncology, Centre Hospitalier Universitaire Sart Tilman, Liège University, 4000 Liège, Belgium
| | - Dirk Schrijvers
- Department of Medical Oncology, ZNA Middelheim, 2020 Antwerp, Belgium
| | - Bénédicte Petit
- Department of Medical Oncology, Centre Hospitalier Jolimont, 7100 La Louvière, Belgium
| | - Marika Rasschaert
- Department of Medical Oncology, University Hospital Antwerp, 2650 Edegem, Belgium
| | - Jean-Philippe Praet
- Department of Geriatric Medicine, CHU St-Pierre, Free Universities Brussels, 1000 Brussels, Belgium
| | | | | | - Koen Milisen
- Academic Centre for Nursing and Midwifery, Department of Public Health and Primary Care, KU Leuven, 3000 Leuven, Belgium
- Department of Geriatric Medicine, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Johan Flamaing
- Department of Geriatric Medicine, University Hospitals Leuven, 3000 Leuven, Belgium
- Gerontology and Geriatrics, Department of Public Health and Primary Care, KU Leuven, 3000 Leuven, Belgium
| | - Cindy Kenis
- Academic Centre for Nursing and Midwifery, Department of Public Health and Primary Care, KU Leuven, 3000 Leuven, Belgium
- Department of Geriatric Medicine, University Hospitals Leuven, 3000 Leuven, Belgium
- Department of General Medical Oncology, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Freija Verdoodt
- Research Department, Belgian Cancer Registry, 1210 Brussels, Belgium
| | - Hans Wildiers
- Department of Oncology, KU Leuven, 3000 Leuven, Belgium
- Department of General Medical Oncology, University Hospitals Leuven, 3000 Leuven, Belgium
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Depoorter V, Vanschoenbeek K, Decoster L, Silversmit G, Debruyne PR, De Groof I, Bron D, Cornélis F, Luce S, Focan C, Verschaeve V, Debugne G, Langenaeken C, Van Den Bulck H, Goeminne JC, Teurfs W, Jerusalem G, Schrijvers D, Petit B, Rasschaert M, Praet JP, Vandenborre K, Milisen K, Flamaing J, Kenis C, Verdoodt F, Wildiers H. Long-term health-care utilisation in older patients with cancer and the association with the Geriatric 8 screening tool: a retrospective analysis using linked clinical and population-based data in Belgium. Lancet Healthy Longev 2023:S2666-7568(23)00081-8. [PMID: 37327806 DOI: 10.1016/s2666-7568(23)00081-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 04/24/2023] [Accepted: 04/25/2023] [Indexed: 06/18/2023] Open
Abstract
BACKGROUND Little evidence is available on the long-term health-care utilisation of older patients with cancer and whether this is associated with geriatric screening results. We aimed to evaluate long-term health-care utilisation among older patients after cancer diagnosis and the association with baseline Geriatric 8 (G8) screening results. METHODS For this retrospective analysis, we included data from three cohort studies for patients (aged ≥70 years) with a new cancer diagnosis who underwent G8 screening between Oct 19, 2009 and Feb 27, 2015, and who survived more than 3 months after G8 screening. The clinical data were linked to cancer registry and health-care reimbursement data for long-term follow-up. The occurrence of outcomes (inpatient hospital admissions, emergency department visits, use of intensive care, contacts with general practitioner [GP], contacts with a specialist, use of home care, and nursing home admissions) was assessed in the 3 years after G8 screening. We assessed the association between outcomes and baseline G8 score (normal score [>14] or abnormal [≤14]) using adjusted rate ratios (aRRs) calculated from Poisson regression and using cumulative incidence calculated as a time-to-event analysis with the Kaplan-Meier method. FINDINGS 7556 patients had a new cancer diagnosis, of whom 6391 patients (median age 77 years [IQR 74-82]) met inclusion criteria and were included. 4110 (64·3%) of 6391 patients had an abnormal baseline G8 score (≤14 of 17 points). In the first 3 months after G8 screening, health-care utilisation peaked and then decreased over time, with the exception of GP contacts and home care days, which remained high throughout the 3-year follow-up period. Compared with patients with a normal baseline G8 score, patients with an abnormal baseline G8 score had more hospital admissions (aRR 1·20 [95% CI 1·15-1·25]; p<0·0001), hospital days (1·66 [1·64-1·68]; p<0·0001), emergency department visits (1·42 [1·34-1·52]; p<0·0001), intensive care days (1·49 [1·39-1·60]; p<0·0001), general practitioner contacts (1·19 [1·17-1·20]; p<0·0001), home care days (1·59 [1·58-1·60]; p<0·0001), and nursing home admissions (16·7% vs 3·1%; p<0·0001) in the 3-year follow-up period. At 3 years, of the 2281 patients with a normal baseline G8 score, 1421 (62·3%) continued to live at home independently and 503 (22·0%) had died. Of the 4110 patients with an abnormal baseline G8 score, 1057 (25·7%) continued to live at home independently and 2191 (53·3%) had died. INTERPRETATION An abnormal G8 score at cancer diagnosis was associated with increased health-care utilisation in the subsequent 3 years among patients who survived longer than 3 months. FUNDING Stand up to Cancer, the Flemish Cancer Society.
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Affiliation(s)
| | | | - Lore Decoster
- Department of Medical Oncology, Vrije Universiteit Brussel, University Hospitals Brussels, Brussels, Belgium
| | | | - Philip R Debruyne
- Division of Medical Oncology, Kortrijk Cancer Centre, AZ Groeninge, Kortrijk, Belgium; Medical Technology Research Centre, School of Life Sciences, Anglia Ruskin University, Cambridge, UK; School of Nursing and Midwifery, University of Plymouth, Plymouth, UK
| | - Inge De Groof
- Department of Geriatric Medicine, Iridium Network Antwerp, Sint-Augustinus Cancer Center, Wilrijk, Belgium
| | - Dominique Bron
- Department of Hematology, Institute Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Frank Cornélis
- Department of Medical Oncology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Sylvie Luce
- Department of Medical Oncology, University Hospital Erasme, Université Libre de Bruxelles, Brussels, Belgium
| | - Christian Focan
- Department of Oncology, Clinique CHC MontLégia, Liège, Belgium
| | - Vincent Verschaeve
- Department of Medical Oncology, Grand Hôpital de Charleroi, Charleroi, Belgium
| | - Gwenaëlle Debugne
- Department of Geriatric Medicine, Centre Hospitalier de Mouscron, Mouscron, Belgium
| | | | | | - Jean-Charles Goeminne
- Department of Medical Oncology, Centre Hospitalier Universitaire UCL-Namur, Namur, Belgium
| | - Wesley Teurfs
- Department of Medical Oncology, ZNA Stuivenberg, Antwerp, Belgium
| | - Guy Jerusalem
- Department of Medical Oncology, Centre Hospitalier Universitaire Sart Tilman, Liège University, Liège, Belgium
| | - Dirk Schrijvers
- Department of Medical Oncology, ZNA Middelheim, Antwerp, Belgium
| | - Bénédicte Petit
- Department of Medical Oncology, Centre Hospitalier Jolimont, La Louvière, Belgium
| | - Marika Rasschaert
- Department of Medical Oncology, University Hospital Antwerp, Edegem, Belgium
| | - Jean-Philippe Praet
- Department of Geriatric Medicine, Centre Hospitalier Universitaire St-Pierre, Free Universities Brussels, Brussels, Belgium
| | | | - Koen Milisen
- Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium; Department of Geriatric Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Johan Flamaing
- Department of Public Health and Primary Care, Gerontology and Geriatrics, KU Leuven, Leuven, Belgium; Department of Geriatric Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Cindy Kenis
- Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium; Department of Geriatric Medicine, University Hospitals Leuven, Leuven, Belgium; Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Freija Verdoodt
- Research Department, Belgian Cancer Registry, Brussels, Belgium
| | - Hans Wildiers
- Department of Oncology, KU Leuven, Leuven, Belgium; Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium.
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Sprooten J, Laureano RS, Vanmeerbeek I, Govaerts J, Naulaerts S, Borras DM, Kinget L, Fucíková J, Špíšek R, Jelínková LP, Kepp O, Kroemer G, Krysko DV, Coosemans A, Vaes RD, De Ruysscher D, De Vleeschouwer S, Wauters E, Smits E, Tejpar S, Beuselinck B, Hatse S, Wildiers H, Clement PM, Vandenabeele P, Zitvogel L, Garg AD. Trial watch: chemotherapy-induced immunogenic cell death in oncology. Oncoimmunology 2023; 12:2219591. [PMID: 37284695 PMCID: PMC10240992 DOI: 10.1080/2162402x.2023.2219591] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 05/25/2023] [Accepted: 05/25/2023] [Indexed: 06/08/2023] Open
Abstract
Immunogenic cell death (ICD) refers to an immunologically distinct process of regulated cell death that activates, rather than suppresses, innate and adaptive immune responses. Such responses culminate into T cell-driven immunity against antigens derived from dying cancer cells. The potency of ICD is dependent on the immunogenicity of dying cells as defined by the antigenicity of these cells and their ability to expose immunostimulatory molecules like damage-associated molecular patterns (DAMPs) and cytokines like type I interferons (IFNs). Moreover, it is crucial that the host's immune system can adequately detect the antigenicity and adjuvanticity of these dying cells. Over the years, several well-known chemotherapies have been validated as potent ICD inducers, including (but not limited to) anthracyclines, paclitaxels, and oxaliplatin. Such ICD-inducing chemotherapeutic drugs can serve as important combinatorial partners for anti-cancer immunotherapies against highly immuno-resistant tumors. In this Trial Watch, we describe current trends in the preclinical and clinical integration of ICD-inducing chemotherapy in the existing immuno-oncological paradigms.
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Affiliation(s)
- Jenny Sprooten
- Cell Stress & Immunity (CSI) Lab, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Raquel S. Laureano
- Cell Stress & Immunity (CSI) Lab, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Isaure Vanmeerbeek
- Cell Stress & Immunity (CSI) Lab, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Jannes Govaerts
- Cell Stress & Immunity (CSI) Lab, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Stefan Naulaerts
- Cell Stress & Immunity (CSI) Lab, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Daniel M. Borras
- Cell Stress & Immunity (CSI) Lab, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
| | - Lisa Kinget
- Laboratory of Experimental Oncology, Department of Oncology, Leuven Cancer Institute, KU Leuven, Leuven, Belgium
| | - Jitka Fucíková
- Department of Immunology, Charles University, 2Faculty of Medicine and University Hospital Motol, Prague, Czech Republic
- Sotio Biotech, Prague, Czech Republic
| | - Radek Špíšek
- Department of Immunology, Charles University, 2Faculty of Medicine and University Hospital Motol, Prague, Czech Republic
- Sotio Biotech, Prague, Czech Republic
| | - Lenka Palová Jelínková
- Department of Immunology, Charles University, 2Faculty of Medicine and University Hospital Motol, Prague, Czech Republic
- Sotio Biotech, Prague, Czech Republic
| | - Oliver Kepp
- Metabolomics and Cell Biology Platforms, Institut Gustave Roussy Cancer Center, Université Paris Saclay, Villejuif, France
- Centre de Recherche des Cordeliers, Equipe Labellisée Par la Liguecontre le Cancer, Université de Paris, sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
| | - Guido Kroemer
- Metabolomics and Cell Biology Platforms, Institut Gustave Roussy Cancer Center, Université Paris Saclay, Villejuif, France
- Centre de Recherche des Cordeliers, Equipe Labellisée Par la Liguecontre le Cancer, Université de Paris, sorbonne Université, Inserm U1138, Institut Universitaire de France, Paris, France
- Department of Biology, Hôpital Européen Georges Pompidou, AP-HP, Institut du Cancer Paris CARPEM, Paris, France
| | - Dmitri V. Krysko
- Cell Death Investigation and Therapy (CDIT) Laboratory, Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Cancer Research Insitute Ghent, Ghent University, Ghent, Belgium
| | - An Coosemans
- Laboratory of Tumor Immunology and Immunotherapy, Department of Oncology, Leuven Cancer Institute, KU Leuven, Leuven, Belgium
| | - Rianne D.W. Vaes
- Department of Radiation Oncology (MAASTRO), GROW School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Dirk De Ruysscher
- Department of Radiation Oncology (MAASTRO), GROW School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, The Netherlands
- Department of Radiotherapy, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Steven De Vleeschouwer
- Department Neurosurgery, University Hospitals Leuven, Leuven, Belgium
- Department Neuroscience, Laboratory for Experimental Neurosurgery and Neuroanatomy, KU Leuven, Leuven, Belgium
- Leuven Brain Institute (LBI), KU Leuven, Leuven, Belgium
| | - Els Wauters
- Laboratory of Respiratory Diseases and Thoracic Surgery (Breathe), Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium
| | - Evelien Smits
- Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp, Antwerp, Belgium
- Center for Cell Therapy and Regenerative Medicine, Antwerp University Hospital, Antwerp, Belgium
| | - Sabine Tejpar
- Molecular Digestive Oncology, Department of Oncology, Katholiek Universiteit Leuven, Leuven, Belgium
- Cell Death and Inflammation Unit, VIB-Ugent Center for Inflammation Research (IRC), Ghent, Belgium
| | - Benoit Beuselinck
- Laboratory of Experimental Oncology, Department of Oncology, Leuven Cancer Institute, KU Leuven, Leuven, Belgium
| | - Sigrid Hatse
- Laboratory of Experimental Oncology, Department of Oncology, Leuven Cancer Institute, KU Leuven, Leuven, Belgium
| | - Hans Wildiers
- Laboratory of Experimental Oncology, Department of Oncology, Leuven Cancer Institute, KU Leuven, Leuven, Belgium
| | - Paul M. Clement
- Laboratory of Experimental Oncology, Department of Oncology, Leuven Cancer Institute, KU Leuven, Leuven, Belgium
| | - Peter Vandenabeele
- Cell Death and Inflammation Unit, VIB-Ugent Center for Inflammation Research (IRC), Ghent, Belgium
- Molecular Signaling and Cell Death Unit, Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Laurence Zitvogel
- Tumour Immunology and Immunotherapy of Cancer, European Academy of Tumor Immunology, Gustave Roussy Cancer Center, Inserm, Villejuif, France
| | - Abhishek D. Garg
- Cell Stress & Immunity (CSI) Lab, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
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Izci H, Macq G, Tambuyzer T, De Schutter H, Wildiers H, Duhoux FP, de Azambuja E, Taylor D, Staelens G, Orye G, Hlavata Z, Hellemans H, De Rop C, Neven P, Verdoodt F. Machine Learning Algorithm to Estimate Distant Breast Cancer Recurrence at the Population Level with Administrative Data. Clin Epidemiol 2023; 15:559-568. [PMID: 37180565 PMCID: PMC10167969 DOI: 10.2147/clep.s400071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Accepted: 04/01/2023] [Indexed: 05/16/2023] Open
Abstract
Purpose High-quality population-based cancer recurrence data are scarcely available, mainly due to complexity and cost of registration. For the first time in Belgium, we developed a tool to estimate distant recurrence after a breast cancer diagnosis at the population level, based on real-world cancer registration and administrative data. Methods Data on distant cancer recurrence (including progression) from patients diagnosed with breast cancer between 2009-2014 were collected from medical files at 9 Belgian centers to train, test and externally validate an algorithm (i.e., gold standard). Distant recurrence was defined as the occurrence of distant metastases between 120 days and within 10 years after the primary diagnosis, with follow-up until December 31, 2018. Data from the gold standard were linked to population-based data from the Belgian Cancer Registry (BCR) and administrative data sources. Potential features to detect recurrences in administrative data were defined based on expert opinion from breast oncologists, and subsequently selected using bootstrap aggregation. Based on the selected features, classification and regression tree (CART) analysis was performed to construct an algorithm for classifying patients as having a distant recurrence or not. Results A total of 2507 patients were included of whom 216 had a distant recurrence in the clinical data set. The performance of the algorithm showed sensitivity of 79.5% (95% CI 68.8-87.8%), positive predictive value (PPV) of 79.5% (95% CI 68.8-87.8%), and accuracy of 96.7% (95% CI 95.4-97.7%). The external validation resulted in a sensitivity of 84.1% (95% CI 74.4-91.3%), PPV of 84.1% (95% CI 74.4-91.3%), and an accuracy of 96.8% (95% CI 95.4-97.9%). Conclusion Our algorithm detected distant breast cancer recurrences with an overall good accuracy of 96.8% for patients with breast cancer, as observed in the first multi-centric external validation exercise.
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Affiliation(s)
- Hava Izci
- KU Leuven - University of Leuven, Department of Oncology, Leuven, B-3000, Belgium
| | - Gilles Macq
- Belgian Cancer Registry, Research Department, Brussels, Belgium
| | - Tim Tambuyzer
- Belgian Cancer Registry, Research Department, Brussels, Belgium
| | | | - Hans Wildiers
- KU Leuven - University of Leuven, Department of Oncology, Leuven, B-3000, Belgium
- University Hospitals Leuven, Multidisciplinary Breast Center, Leuven, B-3000, Belgium
| | - Francois P Duhoux
- Department of Medical Oncology, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Evandro de Azambuja
- Institut Jules Bordet and l’Université Libre de Bruxelles (U.L.B), Brussels, Belgium
| | | | - Gracienne Staelens
- Multidisciplinary Breast Center, General Hospital Groeninge, Kortrijk, Belgium
| | - Guy Orye
- Department of Obstetrics and Gynecology, Jessa Hospital, Hasselt, Belgium
| | - Zuzana Hlavata
- Department of Medical Oncology, CHR Mons-Hainaut, Mons, Hainaut, Belgium
| | - Helga Hellemans
- Department of Obstetrics and Gynaecology, AZ Delta, Roeselaere, Belgium
| | - Carine De Rop
- Department of Obstetrics and Gynaecology, Imelda Hospital, Bonheiden, Belgium
| | - Patrick Neven
- KU Leuven - University of Leuven, Department of Oncology, Leuven, B-3000, Belgium
- University Hospitals Leuven, Multidisciplinary Breast Center, Leuven, B-3000, Belgium
| | - Freija Verdoodt
- Belgian Cancer Registry, Research Department, Brussels, Belgium
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Jacobs JEJ, L'Hoyes W, Lauwens L, Yu Y, Brusselmans M, Weltens C, Voigt J, Wildiers H, Neven P, Herrmann J, Thijs L, Staessen JA, Janssens S, Van Aelst LNL. Mortality and Major Adverse Cardiac Events in Patients With Breast Cancer Receiving Radiotherapy: The First Decade. J Am Heart Assoc 2023; 12:e027855. [PMID: 37026536 PMCID: PMC10227262 DOI: 10.1161/jaha.122.027855] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 02/09/2023] [Indexed: 04/08/2023]
Abstract
Background Treatment for breast cancer (BC) frequently involves radiotherapy. Guidelines recommend screening for cardiac adverse events starting 10 years after radiotherapy. The rationale for this interval is unclear. Methods and Results We aimed to study cardiovascular event rates in the first decade following curative radiotherapy for BC. We compared mortality and cardiovascular event rates with an age- and risk factor-matched control population. We included 1095 patients with BC (mean age 56±12 years). Two hundred and eighteen (19.9%) women died. Cancer and cardiovascular mortality caused 107 (49.1%) and 22 (10.1%) deaths, respectively. A total of 904 cases were matched to female FLEMENGHO (Flemish Study on Environment, Genes and Health Outcomes) participants. Coronary artery disease incidence was similar (risk ratio [RR], 0.75 [95% CI, 0.48-1.18]), yet heart failure (RR, 1.97 [95% CI, 1.19-3.25]) and atrial fibrillation/flutter (RR, 1.82 [95% CI, 1.07-3.08]) occurred more often in patients with BC. Age (hazard ratio [HR], 1.033 [95% CI, 1.006-1.061], P=0.016), tumor grade (HR, 1.739 [95% CI, 1.166-2.591], P=0.007), and neoadjuvant treatment setting (HR, 2.782 [95% CI, 1.304-5.936], P=0.008) were risk factors for mortality. Risk factors for major adverse cardiac events were age (HR, 1.053 [95% CI, 1.013-1.093]; P=0.008), mean heart dose (HR, 1.093 [95% CI, 1.025-1.167]; P=0.007), history of cardiovascular disease (HR, 2.386 [95% CI, 1.096-6.197]; P=0.029) and Mayo Clinic Cardiotoxicity Risk Score (HR, 2.664 [95% CI, 1.625-4.367]; P<0.001). Conclusions Ten-year mortality following curative treatment for unilateral BC was mainly cancer related, but heart failure and atrial fibrillation/flutter were already common in the first decade following irradiation. Mean heart dose, pre-existing cardiovascular diseases, and Mayo Clinic Cardiotoxicity Risk Score were risk factors for cardiac adverse events. These results suggest a need for early dedicated cardio-oncological follow-up after radiotherapy.
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Affiliation(s)
- Johanna E. J. Jacobs
- Department of Cardiovascular DiseasesUniversity Hospitals (UZ) LeuvenLeuvenBelgium
| | - Wouter L'Hoyes
- Department of Cardiovascular DiseasesUniversity Hospitals (UZ) LeuvenLeuvenBelgium
| | - Lieselotte Lauwens
- Department of Radiation OncologyUniversity Hospitals (UZ) LeuvenLeuvenBelgium
| | - Yu‐Ling Yu
- Research Unit Environment and Health, KU Leuven Department of Public Health and Primary CareUniversity of LeuvenLeuvenBelgium
- Non‐Profit Research Association Alliance for the Promotion of Preventive Medicine (APPREMED)MechelenBelgium
| | - Marius Brusselmans
- Leuven Biostatistics and Statistical Bioinformatics Centre (L‐Biostat)LeuvenBelgium
| | - Caroline Weltens
- Department of Radiation OncologyUniversity Hospitals (UZ) LeuvenLeuvenBelgium
| | - Jens‐Uwe Voigt
- Department of Cardiovascular DiseasesUniversity Hospitals (UZ) LeuvenLeuvenBelgium
| | - Hans Wildiers
- Department of Medical OncologyUniversity Hospitals (UZ) LeuvenLeuvenBelgium
| | - Patrick Neven
- Department of GynaecologyUniversity Hospitals (UZ) LeuvenLeuvenBelgium
| | | | - Lutgarde Thijs
- Department of Cardiovascular DiseasesUniversity Hospitals (UZ) LeuvenLeuvenBelgium
| | - Jan A. Staessen
- Non‐Profit Research Association Alliance for the Promotion of Preventive Medicine (APPREMED)MechelenBelgium
- Biomedical Science Group, Faculty of MedicineUniversity of LeuvenLeuvenBelgium
| | - Stefan Janssens
- Department of Cardiovascular DiseasesUniversity Hospitals (UZ) LeuvenLeuvenBelgium
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Braybrooke J, Bradley R, Gray R, Hills RK, Pan H, Peto R, Dodwell D, McGale P, Taylor C, Aihara T, Anderson S, Blum J, Cardoso F, Chen X, Crown JP, Ejlertsen B, Friedl TWP, Harbeck N, Janni W, Jensen MB, Mamounas E, Narui K, Nitz U, Norton L, O'Shaughnessy J, Piccart M, Robert N, Shao ZM, Slamon D, Sparano J, Watanabe T, Yothers G, Yu KD, Berry R, Boddington C, Clarke M, Davies C, Davies L, Duane F, Evans V, Gay J, Gettins L, Godwin J, James S, Lui H, Lui Z, MacKinnon E, Mannu G, McHugh T, Morris P, Read S, Straiton E, Buzdar A, Suman VJ, Hunt KK, Leonard RCF, Mansi J, Delbaldo C, Piedbois P, Quinaux E, Fesl C, Gnant M, Sölkner L, Steger G, Eikesdal HP, Lønning PE, Bee V, Fung H, Mackey J, Martin M, Press M, De Azambuja E, Gelber R, Regan M, Di Leo A, Van Dooren V, Nogaret JM, Bartlett J, Chen BE, Gelmon K, Goss PE, Levine MN, Parulekar W, Pritchard KI, Shepherd L, Berry D, Cirrincione C, Shulman LN, Winer E, Gelman RS, Harris JR, Henderson C, Shapiro CL, Christiansen P, Ewertz M, Mouridsen HT, Van Leeuwen E, Linn S, Van Rossum AGJ, Van Tinteren H, Van Werkhoven E, Goldstein L, Gray R, Eiermann W, Gianni L, Valagussa P, Bogaerts J, Bonnefoi H, Poncet C, Huovinen R, Joensuu H, Bonneterre J, Fargeot P, Fumoleau P, Kerbrat P, Luporsi E, Namer M, Carrasco EM, Segui MA, Meisner C, Loibl S, Nekljudova V, Thomssen C, Von Minckwitz G, Kümmel S, Lopez M, Vici P, Fountzilas G, Koliou G, Mavroudis D, Saloustros E, Brain E, Delaloge S, Michiels S, Mathoulin-Pelissier S, Bines J, Sarmento RMB, Bonadonna G, Brambilla C, Rossi A, Bliss J, Coombes RC, Kilburn L, Marty M, Amadori D, Boccardo F, Nanni O, Rubagotti A, Scarpi E, Masuda N, Toi M, Ueno T, Ishikawa T, Matsumoto K, Takao S, Sommer H, Foroglou P, Giokas G, Kondylis D, Lissaios B, Reinisch M, Lee KS, Nam BH, Ro JS, De Matteis A, Perrone F, Tang G, Wolmark N, Hozumi Y, Nomura Y, Earl H, Hiller L, Vallier AL, De Mastro L, Venturini M, Delozier T, Lemonnier J, Martin AL, Roché H, Spielmann M, Chen X, Shen K, Albain K, Barlow W, Budd GT, Gralow J, Hayes D, Bartlett-Lee P, Ellis P, Bianco AR, De Laurentiis M, De Placido S, Wildiers H, Hsu L, Eremin O, Walker LG, Ahlgren J, Blomqvist C, Holmberg L, Lindman H, Asmar L, Jones SE, Gluz O, Liedtke C, Arriagada R, Bergsten-Nordström E, Carey L, Coleman R, Cuzick J, Davidson N, Dignam J, Dowsett M, Francis PA, Goetz MP, Goodwin P, Halpin-Murphy P, Hill C, Jagsi R, Mukai H, Ohashi Y, Pierce L, Poortmans P, Raina V, Rea D, Robertson J, Rutgers E, Salgado R, Spanic T, Tutt A, Viale G, Wang X, Whelan T, Wilcken N, Cameron D, Bergh J, Swain SM. Anthracycline-containing and taxane-containing chemotherapy for early-stage operable breast cancer: a patient-level meta-analysis of 100 000 women from 86 randomised trials. Lancet 2023; 401:1277-1292. [PMID: 37061269 DOI: 10.1016/s0140-6736(23)00285-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 11/28/2022] [Accepted: 01/31/2023] [Indexed: 04/17/2023]
Abstract
BACKGROUND Anthracycline-taxane chemotherapy for early-stage breast cancer substantially improves survival compared with no chemotherapy. However, concerns about short-term and long-term side-effects of anthracyclines have led to increased use of taxane chemotherapy without anthracycline, which could compromise efficacy. We aimed to better characterise the benefits and risks of including anthracycline, and the comparative benefits of different anthracycline-taxane regimens. METHODS We did an individual patient-level meta-analysis of randomised trials comparing taxane regimens with versus without anthracycline, and updated our previous meta-analysis of anthracycline regimens with versus without taxane, as well as analysing 44 trials in six related comparisons. We searched databases, including MEDLINE, Embase, the Cochrane Library, and meeting abstracts to identify trials assessing anthracycline and taxane chemotherapy. Adjuvant or neoadjuvant trials were eligible if they began before Jan 1, 2012. Primary outcomes were breast cancer recurrence and cause-specific mortality. Log-rank analyses yielded first-event rate ratios (RRs) and CIs. FINDINGS 28 trials of taxane regimens with or without anthracycline were identified, of which 23 were deemed eligible, and 15 provided data on 18 103 women. Across all 15 trials that provided individual data, recurrence rates were 14% lower on average (RR 0·86, 95% CI 0·79-0·93; p=0·0004) with taxane regimens including anthracycline than those without. Non-breast cancer deaths were not increased but there was one additional acute myeloid leukaemia case per 700 women treated. The clearest reductions in recurrence were found when anthracycline was added concurrently to docetaxel plus cyclophosphamide versus the same dose of docetaxel plus cyclophosphamide (10-year recurrence risk 12·3% vs 21·0%; risk difference 8·7%, 95% CI 4·5-12·9; RR 0·58, 0·47-0·73; p<0·0001). 10-year breast cancer mortality in this group was reduced by 4·2% (0·4-8·1; p=0·0034). No significant reduction in recurrence risk was found for sequential schedules of taxane plus anthracycline when compared with docetaxel plus cyclophosphamide (RR 0·94, 0·83-1·06; p=0·30). For the analysis of anthracycline regimens with versus without taxane, 35 trials (n=52 976) provided individual patient data. Larger recurrence reductions were seen from adding taxane to anthracycline regimens when the cumulative dose of anthracycline was the same in each group (RR 0·87, 0·82-0·93; p<0·0001; n=11 167) than in trials with two-fold higher cumulative doses of non-taxane (mostly anthracycline) in the control group than in the taxane group (RR 0·96, 0·90-1·03; p=0·27; n=14 620). Direct comparisons between anthracycline and taxane regimens showed that a higher cumulative dose and more dose-intense schedules were more efficacious. The proportional reductions in recurrence for taxane plus anthracycline were similar in oestrogen receptor-positive and oestrogen receptor-negative disease, and did not differ by age, nodal status, or tumour size or grade. INTERPRETATION Anthracycline plus taxane regimens are most efficacious at reducing breast cancer recurrence and death. Regimens with higher cumulative doses of anthracycline plus taxane provide the greatest benefits, challenging the current trend in clinical practice and guidelines towards non-anthracycline chemotherapy, particularly shorter regimens, such as four cycles of docetaxel-cyclophosphamide. By bringing together data from almost all relevant trials, this meta-analysis provides a reliable evidence base to inform individual treatment decisions, clinical guidelines, and the design of future clinical trials. FUNDING Cancer Research UK, UK Medical Research Council.
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Coolbrandt A, Tobback H, Govaerts R, Vandezande L, Vinckx M, Laenen A, Wildiers H, Verslype C, Dekervel J, Van Herpe F, Van Cutsem E. A randomized controlled trial of hand/foot-cooling by hilotherapy to prevent oxaliplatin-related peripheral neuropathy in patients with malignancies of the digestive system. ESMO Open 2023; 8:101205. [PMID: 37018872 PMCID: PMC10163151 DOI: 10.1016/j.esmoop.2023.101205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 02/23/2023] [Accepted: 02/27/2023] [Indexed: 04/05/2023] Open
Abstract
BACKGROUND Both acute and chronic symptoms of oxaliplatin-induced peripheral neuropathy (OIPN) affect patients' treatment dose and duration as well as quality-of-life. Hand/foot-cooling has been shown to reduce taxane-induced peripheral neuropathy but there is unclear evidence in the setting of oxaliplatin. PATIENTS AND METHODS In a monocentric, open-label phase II trial, patients with malignancies of the digestive system receiving oxaliplatin-based chemotherapy were randomly assigned to receive either continuous cooling of hands and feet using hilotherapy at 11°C during oxaliplatin infusion compared with usual care (no cooling). The primary endpoint was grade ≥2 neuropathy-free rate in 12 weeks after initiation of chemotherapy. Secondary endpoints included OIPN-related treatment alterations, acute OIPN symptoms and perceived comfort of the intervention. RESULTS The intention-to-treat population included 39 patients in the hilotherapy group and 38 in the control group. The grade ≥2 neuropathy-free rate at 12 weeks was 100% in the experimental group versus 80.5% in the control group (P = 0.006). This effect was persistent at 24 weeks (66.0% versus 49.2%, respectively) (P = 0.039). Next, treatment alterations-free rate at week 12 was 93.5% in the hilotherapy group compared with 83.3% in the control group (P = 0.131). Patients in the hilotherapy group experienced significantly less acute OIPN symptoms of numbness or tingling [odds ratio (OR) 0.05, 95% confidence interval (CI) 0.02-0.11, P < 0.0001], pain (OR 0.06, 95% CI 0.02-0.15, P < 0.0001) and/or cold sensitivity (OR 0.02, 95% CI 0.01-0.05, P < 0.0001) in fingers or toes as well as less pharyngeal cold sensitivity (OR 0.14, 95% CI 0.05-0.42, P = 0.0005). The majority of patients in the hilotherapy group rated the intervention as neutral, rather comfortable or very comfortable. CONCLUSIONS In this first study on hand/foot-cooling in oxaliplatin alone, hilotherapy significantly reduced the incidence of grade ≥2 OIPN at 12 and 24 weeks. Hilotherapy also reduced acute OIPN symptoms and was generally well tolerated.
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Affiliation(s)
- A Coolbrandt
- Department of Oncology Nursing, University Hospitals Leuven, Leuven, Belgium; Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, KU Leuven, Leuven, Belgium.
| | - H Tobback
- Department of Oncology Nursing, University Hospitals Leuven, Leuven, Belgium; Department of Digestive Oncology, University Hospitals Leuven, Leuven, Belgium
| | - R Govaerts
- Department of Oncology Nursing, University Hospitals Leuven, Leuven, Belgium; Department of Digestive Oncology, University Hospitals Leuven, Leuven, Belgium
| | - L Vandezande
- Department of Oncology Nursing, University Hospitals Leuven, Leuven, Belgium
| | - M Vinckx
- Department of Oncology Nursing, University Hospitals Leuven, Leuven, Belgium
| | - A Laenen
- Interuniversity Centre for Biostatistics and Statistical Bioinformatics, KU Leuven, Leuven, Belgium
| | - H Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium; Department of Oncology, KU Leuven, Leuven, Belgium
| | - C Verslype
- Department of Digestive Oncology, University Hospitals Leuven, Leuven, Belgium; Department of Oncology, KU Leuven, Leuven, Belgium
| | - J Dekervel
- Department of Digestive Oncology, University Hospitals Leuven, Leuven, Belgium; Department of Oncology, KU Leuven, Leuven, Belgium
| | - F Van Herpe
- Department of Digestive Oncology, University Hospitals Leuven, Leuven, Belgium; Department of Oncology, KU Leuven, Leuven, Belgium
| | - E Van Cutsem
- Department of Digestive Oncology, University Hospitals Leuven, Leuven, Belgium; Department of Oncology, KU Leuven, Leuven, Belgium
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Bossuyt X, Vulsteke JB, Van Elslande J, Boon L, Wuyts G, Willebrords S, Frans G, Geukens N, Carpentier S, Tejpar S, Wildiers H, Blockmans D, De Langhe E, Vermeersch P, Derua R. Antinuclear antibodies in individuals with COVID-19 reflect underlying disease: Identification of new autoantibodies in systemic sclerosis (CDK9) and malignancy (RNF20, RCC1, TRIP13). Autoimmun Rev 2023; 22:103288. [PMID: 36738952 PMCID: PMC9893804 DOI: 10.1016/j.autrev.2023.103288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 01/30/2023] [Indexed: 02/05/2023]
Abstract
A high prevalence of antinuclear antibodies (ANA) in COVID-19 has been insinuated, but the nature of the target antigens is poorly understood. We studied ANA by indirect immunofluorescence in 229 individuals with COVID-19. The target antigens of high titer ANA (≥1:320) were determined by immunoprecipitation (IP) combined with liquid-chromatography-mass spectrometry (MS). High titer ANA (≥1:320) were found in 14 (6%) of the individuals with COVID-19. Of the 14 COVID-19 cases with high titer ANA, 6 had an underlying autoimmune disease and 5 a malignancy. IP-MS revealed known target antigens associated with autoimmune disease as well as novel autoantigens, including CDK9 (in systemic sclerosis) and RNF20, RCC1 and TRIP13 (in malignancy). The novel autoantigens were confirmed by IP-Western blotting. In conclusion, in depth analysis of the targets of high titer ANA revealed novel autoantigens in systemic sclerosis and in malignant disease.
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Affiliation(s)
- Xavier Bossuyt
- Laboratory Medicine, University Hospitals Leuven, Leuven, Belgium; Clinical and Diagnostic Immunology, Department of Microbiology, Immunology and Transplantation, KU, Leuven, Belgium.
| | - Jean-Baptiste Vulsteke
- Department of Development and Regeneration, Skeletal Biology and Engineering Research Center, KU Leuven, Belgium; Rheumatology, University Hospitals Leuven, Leuven, Belgium
| | - Jan Van Elslande
- Laboratory Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Lise Boon
- Clinical and Diagnostic Immunology, Department of Microbiology, Immunology and Transplantation, KU, Leuven, Belgium
| | - Greet Wuyts
- Clinical and Diagnostic Immunology, Department of Microbiology, Immunology and Transplantation, KU, Leuven, Belgium
| | | | - Glynis Frans
- Laboratory Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Nick Geukens
- KU Leuven, PharmAbs: The KU Leuven Antibody Center, Herestraat 49 Box 820, 3000 Leuven, Belgium
| | | | - Sabine Tejpar
- Laboratory of Molecular Digestive Oncology, Department of Oncology, KU Leuven, Leuven, Belgium; Department of Gastroenterology, University Hospitals Leuven, Belgium
| | - Hans Wildiers
- Department of General Medical Oncology, University Hospitals Leuven, KU Leuven, Leuven, Belgium
| | - Daniel Blockmans
- General Internal Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Ellen De Langhe
- Department of Development and Regeneration, Skeletal Biology and Engineering Research Center, KU Leuven, Belgium; Rheumatology, University Hospitals Leuven, Belgium
| | - Pieter Vermeersch
- Laboratory Medicine, University Hospitals Leuven, Leuven, Belgium; Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | - Rita Derua
- SyBioMa, KU Leuven, Belgium; Department of Cellular and Molecular Medicine, Laboratory of Protein Phosphorylation and Proteomics, KU Leuven, Belgium
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De Groef A, Gebruers A, Geraerts I, Peers K, Caluwé K, Wildiers H, Devoogdt N. The added value of supervised hydrotherapy sessions to a 12-week exercise program after breast cancer treatment: a three-arm pseudo-randomized pilot study. Balneo and PRM Research Journal 2023. [DOI: 10.12680/balneo.2023.540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023] Open
Abstract
Sufficient physical activity after breast cancer treatment is crucial for improvement of a wide range of health-related outcomes and survival. The first aim of this pilot study was to explore whether adding supervised hydrotherapy sessions to a standard 12-week exercise program consisting of already two supervised sessions of land-based exercises has beneficial effects on physical and mental functioning and quality of life in breast cancer survivors. As a secondary aim, the added value of a third supervised training session with land-based exercises to the same standard exercise program was investigated. Breast cancer patients who finished primary cancer treatment were allocated to one of the three 12-week exercise programs, i.e. a standard exercise program with two supervised land-based exercise sessions per week (control group) or the same standard program with an additional weekly supervised hydrotherapy session (hydrotherapy-group) or land-based exercise session (land-based exercise group). The efficacy of the three programs was tested by comparing changes in physical and mental functioning and quality of life from pre- until post-intervention. Twenty-six (41%) patients were allocated to the control group, 21 (33%) to the hydrotherapy-group and 16 (26%) to the land-based exercise group. The results show no differences in any outcome between the three groups. Comparing the two exercise programs with three supervised sessions, results show a significantly larger improvement in the self-reported moderate (median (IQR) +1240 (412;3330) vs. +50(-1088;1125);p=0.020) and total physical activity level (+2982 (878;5457) vs. +370(-576;1718);p=0.008) in the hydrotherapy-group compared to the land-based exercise group. The opposite was found for the outcome ‘physical symptoms’, a subscale from the health-related quality of life questionnaire with a larger improvement in the land-based exercise group compared to the hydrotherapy-group (+3(0.6;4.8) vs. +0.6(-0.8;2.1); p=0.008). In conclusion, the results of this pilot study indicate that adding a third weekly supervised session to a 12-week exercise program consisting of already two weekly supervised sessions had no added value for the improvement of physical and mental functioning and quality of life after breast cancer treatment. If a third supervised session is organized, hydrotherapy may be a valuable exercise modality since moderate and total physical activity levels seem to improve more compared to an exercise program with three supervised land-based exercise sessions. For self-reported physical symptoms although, a land-based exercise program seems more beneficial. Because of the limited sample size and pilot study design all obtained findings need to be interpreted with caution.
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Affiliation(s)
- An De Groef
- Department of Rehabilitation Sciences and Physiotherapy, MOVANT research group, Universi-ty of Antwerp, Antwerp, Belgium
| | - Anneleen Gebruers
- Department of Physical Medicine and Rehabilitation, University Hospital Leuven, Leuven, Belgium
| | - Inge Geraerts
- Department of Physical Medicine and Rehabilitation, University Hospital Leuven, Leuven, Belgium
| | - Koen Peers
- Department of Physical Medicine and Rehabilitation, University Hospital Leuven, Leuven, Belgium
| | - Kim Caluwé
- Department of Physical Medicine and Rehabilitation, University Hospital Leuven, Leuven, Belgium
| | - Hans Wildiers
- Multidisciplinary Breast Center, University Hospital Leuven, Leuven, Belgium
| | - Nele Devoogdt
- Department of Vascular Surgery, University Hospital Leuven, Leuven, Belgium
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Willers N, Neven P, Floris G, Colpaert C, Oldenburger E, Han S, Van Ongeval C, Smeets A, Duhoux FP, Wildiers H, Denolf P, Laudus N, Dequeker E, De Brabander I, Van Damme N, De Schutter H. The Upgrade Risk of B3 Lesions to (Pre)Invasive Breast Cancer After Diagnosis on Core Needle or Vacuum Assisted Biopsy. A Belgian National Cohort Study. Clin Breast Cancer 2023; 23:e273-e280. [PMID: 37085379 DOI: 10.1016/j.clbc.2023.03.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 03/15/2023] [Accepted: 03/16/2023] [Indexed: 04/23/2023]
Abstract
INTRODUCTION Flat epithelial atypia (FEA), lobular neoplasia (LN), papillary lesions (PL), radial scar (RS) and atypical ductal hyperplasia (ADH) are lesions of uncertain malignant potential and classified as B3 lesions by the European guidelines for quality assurance in breast cancer screening and diagnosis. Current management is usually wide local excision (WE), surveillance may be sufficient for some. We investigated the upgrade rate of B3 lesions to breast malignancy in a subsequent resection specimen after diagnosis on core needle-or vacuum assisted biopsy (CNB-VAB) in a national population-based series. METHODS Using data from the Belgian Cancer Registry (BCR) between January 1, 2013 and December 31, 2016, inclusion criteria were new diagnosis of a B3 lesion on CNB or VAB with subsequent histological assessment on a wider excision specimen. Histological agreement between first- and follow-up investigation was analyzed to determine the upgrade risk to ductal adenocarcinoma in situ (DCIS) or invasive breast cancer (IC) according to the type of B3 lesion. RESULTS Of 1855 diagnosed B3 lesions, 812 were included in this study: 551 after CNB-261 after VAB. After diagnosis on CNB and VAB, we found 19.0% and 14.9% upgrade to malignancy respectively. Upgrade risks after CNB and VAB were: FEA 39.5% and 17.6%; LN 40.5% and 4.3%; PL 10.4% and 12.5%; RS 25.7%and 0.0%; ADH 29.5% and 20.0%. CONCLUSION Based on the observed upgrade rate we propose three recommendations: first, resection of ADH, and FEA with WE; second, resection of RS and classical LN with therapeutic VAB and further surveillance when radio-pathological correlation is concordant; third, surveillance of PL.
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Affiliation(s)
- Nynke Willers
- Department of Oncology, KU Leuven - University of Leuven, Leuven, Belgium; Department of Senology, AZ Sint Blasius, Dendermonde, Belgium.
| | - Patrick Neven
- Department of Oncology, KU Leuven - University of Leuven, Leuven, Belgium; Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Giuseppe Floris
- Department of Imaging and Pathology, Laboratory of Translational Cell & Tissue Research, KU Leuven - University of Leuven, Leuven, Belgium; Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Cecile Colpaert
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium; Research Department, Belgian Cancer Registry, Brussels, Belgium
| | - Eva Oldenburger
- Department of Oncology, KU Leuven - University of Leuven, Leuven, Belgium; Department of Radiation Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Sileny Han
- Department of Oncology, KU Leuven - University of Leuven, Leuven, Belgium; Department of Gynecological Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Chantal Van Ongeval
- Department of Oncology, KU Leuven - University of Leuven, Leuven, Belgium; Department of Radiology, University Hospitals Leuven, Leuven, Belgium
| | - Ann Smeets
- Department of Oncology, KU Leuven - University of Leuven, Leuven, Belgium; Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Francois P Duhoux
- Institut de Recherche Expérimentale et Clinique, Université catholique de Louvain, and Breast Clinic, King Albert II Cancer Institute, Cliniques universitaires Saint-Luc, Brussels, Belgium
| | - Hans Wildiers
- Department of Oncology, KU Leuven - University of Leuven, Leuven, Belgium; Department of Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Petra Denolf
- Research Department, Belgian Cancer Registry, Brussels, Belgium
| | - Nele Laudus
- Department of Biomedical Quality Assurance, KU Leuven-University of Leuven, Belgium
| | - Els Dequeker
- Department of Biomedical Quality Assurance, KU Leuven-University of Leuven, Belgium
| | | | - Nancy Van Damme
- Research Department, Belgian Cancer Registry, Brussels, Belgium
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Wu Q, Hatse S, Kenis C, Lambrechts Y, Punie K, Neven P, Smeets A, Laenen A, Gomes A, Fendt SM, Wildiers H. Abstract PD6-03: PD6-03 Serum methylmalonic acid concentrations at breast cancer diagnosis strongly correlate with frailty: a retrospective cross-sectional study. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-pd6-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Introduction: Frailty commonly occurs in older persons, including those with breast cancer diagnoses. Methylmalonic acid (MMA), a metabolite and by-product of propionate metabolism, is known to increase significantly with aging. The relation between MMA concentrations and frailty is currently unknown. Objectives: A cross-sectional study was performed to study the association between baseline serum MMA concentrations and clinical frailty (estimated by G8 screening) in older patients with newly diagnosed breast cancer. Methods: 163 patients ≥70 years old with early-stage breast cancer were included (median age 76y). G8 screening and serum sample collection were performed at breast cancer diagnosis before any therapy was administered. MMA concentrations were measured via liquid chromatography with tandem mass spectrometry (LC-MS-MS). Results: MMA concentrations significantly increased with age (rs=0.3, p<.0001) and serum creatinine levels (rs=0.5, p<.0001) in this older population. The group with an abnormal G8 (≤14/17 = ‘frail’, 48% of patients) had significantly higher MMA levels than the group with normal G8 (>14/17 = ‘fit’, 52%): 250nM vs. 189 nM, respectively (p=.0002). Higher MMA concentrations were independently associated with abnormal G8 (Odds ratio, 1.003, 95%CI 1.0 to 1.006, p=.04) after adjusting for age and serum creatinine levels. Among the different components of G8, MMA concentrations correlated most with weight loss (rs= -0.18, p=.02), mobility (rs= -0.23, p=.002), and polypharmacy (rs= -0.22, p=.005). Conclusion: Elevated serum MMA concentrations at breast cancer diagnosis are significantly associated, not only with age but also independently with clinical frailty in older patients with early-stage breast cancer. MMA may be further evaluated as a biomarker of frailty in older persons with breast cancer.
Citation Format: Qi Wu, Sigrid Hatse, Cindy Kenis, Yentl Lambrechts, Kevin Punie, Patrick Neven, Ann Smeets, Annouschka Laenen, Ana Gomes, Sarah-Maria Fendt, Hans Wildiers. PD6-03 Serum methylmalonic acid concentrations at breast cancer diagnosis strongly correlate with frailty: a retrospective cross-sectional study [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr PD6-03.
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Affiliation(s)
| | - Sigrid Hatse
- 2Laboratory of Experimental Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | | | | | - Kevin Punie
- 5Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven Cancer Institute and University Hospitals Leuven, Belgium
| | - Patrick Neven
- 6Universitair Ziekenhuis Leuven, Leuven, Vlaams-Brabant, Belgium
| | - Ann Smeets
- 7Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
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Richard F, Geukens T, De Schepper M, Mahdami A, Van Baelen K, Maetens M, Nguyen HL, Pabba A, Leduc S, Isnaldi E, Hajipirloo M, Vanden Berghe E, Bachir I, Hatse S, Vermeulen P, Vanderheyden E, Boeckx B, Lambrechts D, Smeets A, Nevelsteen I, Punie K, Neven P, Wildiers H, Van Den Bogaert W, Biganzoli E, Floris G, Desmedt C. Abstract P5-05-06: ctDNA detection in seven different types of body liquids in patients with metastatic breast cancer. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p5-05-06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background. Liquid biopsies represent a less invasive alternative to tissue biopsy to characterize and possibly monitor the disease in patients with metastatic breast cancer. So far, blood remains the most frequently investigated body liquid in this context and the investigations mainly focus on the detection, quantification and characterization of the circulating tumor DNA (ctDNA). However, since blood might not capture the full disease profile, other sources of body liquids may have the potential to complement the information obtained from blood. The aims of the present study are therefore to assess whether: (i) ctDNA can be detected in different types of body liquids, and, (ii) the levels of ctDNA in a given liquid are associated with metastases in specific organs.
Patients and methods. Twelve patients from the post-mortem tissue donation program UPTIDER (NCT04531696) were included in this study. The receptor status of their primary tumor was: estrogen receptor negative, HER2 non-amplified (ER+/HER2-) (n=9), ER-/HER2- (n=2) and ER+/HER2+ (n=1). Median time between inclusion and death of the patient was 1.6 months (Interquartile range: [0.4-3.4]). Seven types of liquids were collected: blood, saliva, ascites, pleural fluid (PFL), cerebrospinal fluid (CSF), pericardial fluid and urine. Fluids were collected at study inclusion (blood, as well as saliva, urine, and ascites whenever possible) and at autopsy (except for saliva). In total, 108 liquid samples were collected and immediately centrifuged according to standard protocols. Cell free DNA (cfDNA) was extracted from the supernatant. All extracted cfDNA as well as germline DNA extracted from the 12 matched buffy coat samples underwent shallow whole genome sequencing. Log2 ratios were computed with CNVkit, and co-segmented per patient using the copynumber R package. Purity and ploidy were assessed by ABSOLUTE. Associations between organ involvement and ctDNA yield were assessed by Wilcoxon rank-sum tests. Samples at study inclusion and at autopsy were considered together unless otherwise specified.
Results. At the sample level, ctDNA could be identified in 54% of the samples. At the patient level, the proportion of liquid types in which ctDNA was detected was highly variable (median: 58%, IQR: 34-77%, Table 1). CtDNA was detected in ascites of all patients when investigated, in 78% of PFL, 73% of CSF, 67% of blood and 37% of pericardial fluid. Only for one patient with invasive lobular carcinoma, ctDNA was detected in saliva and urine, the latter most likely explained by invasion of the bladder. Of note, in 4/12 patients ctDNA could not be identified in blood but was detected in at least one of the other fluids for 3 of these patients. At autopsy, ctDNA levels tended to be higher in PFL, ascites, and CSF in case of pleural, peritoneal, and central nervous system (CNS) metastases respectively, reaching statistical significance only for PFL. In CSF, two patients have CSF ctDNA detected with no documented involvement of the CNS. No brain autopsy was however performed for these patients.
Conclusion. We have shown that ctDNA can be detected in all 7 different body liquids that were investigated in this study. The ctDNA levels in a given liquid can be associated with the presence of metastases in specific organs. Since ctDNA was not detected in 4 of our patients in blood but detectable for 3 of them in other liquids, the evaluation of additional sources of body fluids should be further investigated in patients with metastatic breast cancer. These results therefore open new avenues for the clinical monitoring and characterization of the disease.
Table 1. Summary of ctDNA detection per liquid type at the patient level based on the 108 evaluated samples. Histo.= Histological, ILC= Invasive lobular carcinoma, NA= not available, nr= number, NST= non-special type
Citation Format: François Richard, Tatjana Geukens, Maxim De Schepper, Amena Mahdami, Karen Van Baelen, Marion Maetens, Ha-Linh Nguyen, Anirudh Pabba, Sophia Leduc, Edoardo Isnaldi, Maysam Hajipirloo, Emily Vanden Berghe, Imane Bachir, Sigrid Hatse, Peter Vermeulen, Evy Vanderheyden, Bram Boeckx, Diether Lambrechts, Ann Smeets, Ines Nevelsteen, Kevin Punie, Patrick Neven, Hans Wildiers, Wouter Van Den Bogaert, Elia Biganzoli, Giuseppe Floris, Christine Desmedt. ctDNA detection in seven different types of body liquids in patients with metastatic breast cancer [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P5-05-06.
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Affiliation(s)
- François Richard
- 1Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Tatjana Geukens
- 2Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Maxim De Schepper
- 3Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium & Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Amena Mahdami
- 4Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Karen Van Baelen
- 5Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium, Leuven, Vlaams-Brabant, Belgium
| | - Marion Maetens
- 6Laboratory for Translational Breast Cancer Research, KU Leuven, Leuven, Belgium, Belgium
| | - Ha-Linh Nguyen
- 7Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Vlaams-Brabant, Belgium
| | - Anirudh Pabba
- 8Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sophia Leduc
- 9Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Edoardo Isnaldi
- 10Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Maysam Hajipirloo
- 11Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Emily Vanden Berghe
- 12Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Imane Bachir
- 13Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sigrid Hatse
- 14Laboratory of Experimental Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Peter Vermeulen
- 15Translational Cancer Research Unit, GZA Hospitals & CORE, MIPRO, University of Antwerp, Antwerp, Belgium
| | - Evy Vanderheyden
- 16Laboratory of Translational Genetics, VIB Center for Cancer Biology, KU Leuven, Leuven
| | - Bram Boeckx
- 17Laboratory of Translational Genetics, VIB Center for Cancer Biology, KU Leuven, Leuven, Belgium
| | - Diether Lambrechts
- 18Laboratory of Translational Genetics, VIB Center for Cancer Biology, KU Leuven, Leuven
| | - Ann Smeets
- 19Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- 20Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Kevin Punie
- 21Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven Cancer Institute and University Hospitals Leuven, Belgium
| | - Patrick Neven
- 22Universitair Ziekenhuis Leuven, Leuven, Belgium, Leuven, Vlaams-Brabant, Belgium
| | | | | | - Elia Biganzoli
- 25Unit of Medical Statistics, Biometry and Epidemiology, Department of Biomedical and Clinical Sciences (DIBIC) “L. Sacco” & DSRC, LITA Vialba campus, University of Milan, Milan, Italy
| | | | - Christine Desmedt
- 27Laboratory for Translation Breast Cancer Research/KU Leuven, Belgium
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De Schepper M, Nguyen HL, Richard F, Lerebours F, Vion R, Clatot F, Berghian A, Maetens M, Leduc S, Isnaldi E, Molinelli C, Lambertini M, Grillo F, Zoppoli G, Dirix L, Wuyts H, Punie K, Wildiers H, Remmerie C, Smeets A, Nevelsteen I, Neven P, Salomon A, Larsimont D, Duhem C, Viens P, BERTUCCI F, Biganzoli E, Vermeulen P, Floris G, Desmedt C. Abstract P6-01-47: Stromal tumor infiltrating lymphocytes and pathological complete response in patients with inflammatory breast cancer treated with neoadjuvant chemotherapy. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p6-01-47] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background: Inflammatory breast cancer (IBC) is a rare (1-5%), but aggressive form of breast cancer (BC), accounting for ~10% of BC mortality. In early setting (M0), standard of care is neoadjuvant chemotherapy (NACT), followed by surgery. Nevertheless, outcome is still relatively poor. Pathological complete response (pCR) after NACT is prognostic in BC in general, and can be predicted by a high percentage of stromal tumor infiltrating lymphocytes (sTIL) in the primary tumor. The predictive value of sTIL in IBC has only been sporadically investigated, often in smaller series. Our aim was to determine which variables, including sTIL, are associated with pCR and to determine the prognostic value of pCR in IBC in a large multicentric, retrospective cohort. Patients & Methods: We included patients with IBC treated with NACT+/- anti-Human Epidermal growth factor Receptor 2 (HER2) therapy, followed by surgery from 10/1996 to 10/2021 in 7 different European hospitals. Clinicopathological variables were collected and central pathological review was performed, including sTIL scoring. This study focused on M0 cases. Considered clinicopathological variables were: age, histology, tumor grade, estrogen receptor status (ER), HER2 status, focality (unifocal vs not), and baseline locoregional nodal status (Table 1). Associations between pCR, clinicopathological variables and sTIL were assessed using Firth’s logistic regression models: Model 1 was adjusted for center, Model 2 additionally included all variables of interest. Similarly, linear regression was used to investigate the association between sTIL and clinicopathological features. Univariable and multivariable Cox regression was used to evaluate the role of pCR on disease free survival (DFS), distant recurrence free survival (DRFS) and overall survival (OS). DFS and DRFS were analyzed considering death without the respective event as competing risk. Results: 494 patients were included. The distribution according to receptor status was: ER-/HER2- (24.3%), ER+/HER2- (34.4%), ER+/HER2+ (13%) and ER-/HER2+ (20.2%). pCR rate was 26% and per receptor status: ER-/HER2- (28%), ER+/HER2- (10%), ER+/HER2+ (42%) and ER-/HER2+ (45%). pCR was associated with grade (G3 vs G1/2, OR =2.79 (1.70 − 4.74), p < .001), ER-status (positive vs negative, OR = 0.39 (0.26 − 0.60), p < .001) and HER2 status (positive vs negative, OR = 3.74 (2.43 − 5.81), p < .001) in Model 1. Only the association with HER2 status remained significant in Model 2 (OR = 5.34 (2.83 − 10.47), p < .001). sTIL was scored for 385 patients. Median sTIL was 5.3% [IQR 2.0%;16.7%] and according to receptor status: ER-/HER2- (10%), ER+/HER2- (2.5%), ER+/HER2+ (6.7%) and ER-/HER2+ (8.3%). Higher sTIL was associated with NST (p = .032), grade 3 (p = .015), and ER-negativity (p = .007) in Model 1. This was no longer significant in Model 2, but the direction of the trends was preserved. sTIL was associated with pCR (5% increment, OR = 1.13 (1.05 − 1.22), p = .002), but no longer after adjustment. No association between pCR and sTIL was found stratifying by receptor status. The median FU was 9.4 years and multivariable Cox regression models revealed that ER+ and HER2+ status and achieving pCR were significantly associated with better DFS, DRFS, and OS (Table 1). Conclusion: Our results indicate that patients with HER2+ tumors have a higher probability of achieving pCR and that pCR has an independent prognostic role in IBC. This is the largest IBC study with centrally scored sTIL, demonstrating that sTIL is associated with pCR but its role as an independent predictor of pCR is still not certain.
Citation Format: Maxim De Schepper, Ha-Linh Nguyen, François Richard, Florence Lerebours, Roman Vion, Florian Clatot, Anca Berghian, Marion Maetens, Sophia Leduc, Edoardo Isnaldi, Chiara Molinelli, Matteo Lambertini, Frederica Grillo, Gabriele Zoppoli, Luc Dirix, Hilde Wuyts, Kevin Punie, Hans Wildiers, Chantal Remmerie, Ann Smeets, Ines Nevelsteen, Patrick Neven, Anne Salomon, Denis Larsimont, Caroline Duhem, Patrice Viens, François BERTUCCI, Elia Biganzoli, Peter Vermeulen, Giuseppe Floris, Christine Desmedt. Stromal tumor infiltrating lymphocytes and pathological complete response in patients with inflammatory breast cancer treated with neoadjuvant chemotherapy [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P6-01-47.
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Affiliation(s)
- Maxim De Schepper
- 1Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium & Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Ha-Linh Nguyen
- 2Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Vlaams-Brabant, Belgium
| | - François Richard
- 3Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | | | - Roman Vion
- 5Département d’Oncologie Médicale, Centre Henri Becquerel, Rouen, France, France
| | | | - Anca Berghian
- 7Anatomical Pathology Unit, Department of Biopathology, Centre Henri Becquerel, France
| | - Marion Maetens
- 8Laboratory for Translational Breast Cancer Research, KU Leuven, Leuven, Belgium, Belgium
| | - Sophia Leduc
- 9Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Edoardo Isnaldi
- 10Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Chiara Molinelli
- 11Academic Trials Promoting Team, Institut Jules Bordet and l’Université Libre de Bruxelles (U.L.B.), Brussels, Belgium
| | | | - Frederica Grillo
- 13Anatomical Pathology Unit, Department of Surgical Sciences and Integrated Diagnostics, University of Genova, Genoa, Italy
| | - Gabriele Zoppoli
- 14Department of Internal Medicine and Medical Specialties DiMI, University of Genoa, Italy, Italy
| | - Luc Dirix
- 15Translational Cancer Research Unit, GZA Hospitals & CORE, MIPRO, University of Antwerp, Antwerp, Belgium
| | - Hilde Wuyts
- 16Translational Cancer Research Unit, Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp, GZA hospitals, Antwerp, Belgium
| | - Kevin Punie
- 17Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven Cancer Institute and University Hospitals Leuven, Belgium
| | | | - Chantal Remmerie
- 19Multidisciplinary Breast cancer Center (MBC), University Hospitals Leuven, Leuven, Belgium
| | - Ann Smeets
- 20Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- 21Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium, Leuven, Belgium
| | - Patrick Neven
- 22Universitair Ziekenhuis Leuven, Leuven, Belgium, Leuven, Vlaams-Brabant, Belgium
| | | | - Denis Larsimont
- 24Laboratoire d’Anatomie Pathologique, Institut Jules Bordet, Université libre de Bruxelles, Brussels, Belgium, Belgium
| | - Caroline Duhem
- 25Clinique du sein, Centre Hospitalier du Luxembourg, Luxembourg, Luxembourg
| | | | - François BERTUCCI
- 27Predictive Oncology Laboratory, Inserm Umr1068, Aix Marseille University, France
| | - Elia Biganzoli
- 28Unit of Medical Statistics, Biometry and Epidemiology, Department of Biomedical and Clinical Sciences (DIBIC) “L. Sacco” & DSRC, LITA Vialba campus, University of Milan, Milan, Italy
| | - Peter Vermeulen
- 29Translational Cancer Research Unit, GZA Hospitals & CORE, MIPRO, University of Antwerp, Antwerp, Belgium
| | | | - Christine Desmedt
- 31Laboratory for Translation Breast Cancer Research/KU Leuven, Belgium
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Depoorter V, Vanschoenbeek K, Decoster L, De Schutter H, Debruyne PR, De Groof I, Bron D, Cornélis F, Luce S, Focan C, Verschaeve V, Debugne G, Langenaeken C, Van Den Bulck H, Goeminne JC, Teurfs W, Jerusalem G, Schrijvers D, Petit B, Rasschaert M, Praet JP, Vandenborre K, Milisen K, Flamaing J, Kenis C, Verdoodt F, Wildiers H. Linking clinical and population-based data in older patients with cancer in Belgium: Feasibility and clinical outcomes. J Geriatr Oncol 2023; 14:101428. [PMID: 36804333 DOI: 10.1016/j.jgo.2023.101428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 11/04/2022] [Accepted: 01/11/2023] [Indexed: 02/17/2023]
Abstract
INTRODUCTION Geriatric screening and geriatric assessment (GS/GA) have proven their benefits in the care for older patients with cancer. However, less is known about the predictive value of GS/GA for outcomes. To research this, clinical data on GS/GA can be enriched with population-based data. In this article we describe the methods and feasibility of data linkage, and first clinical outcomes (GS/GA results and overall survival). MATERIALS AND METHODS A large cohort study consisting of patients aged ≥70 years with a new cancer diagnosis was established using linked data from clinical and population-based databases. Clinical data were derived from a previous prospective study where older patients with cancer were screened with G8, followed by GA in case of an abnormal result (GS/GA study; 2009-2015). These data were linked to cancer registration data from the Belgian Cancer Registry (BCR), reimbursement data of the health insurance companies (InterMutualistic Agency, IMA), and hospital discharge data (Technical Cell, TCT). Cox regression analyses were conducted to evaluate the prognostic value of the G8 geriatric screening tool. RESULTS Of the 8067 eligible patients with a new cancer diagnosis, linkage of data from the GS/GA study and data from the BCR was successful for 93.7%, resulting in a cohort of 7556 patients available for the current analysis. Further linkage with the IMA and TCT database resulted in a cohort of 7314 patients (96.8%). Based on G8 geriatric screening, 67.9% of the patients had a geriatric risk profile. Malnutrition and functional dependence were the most common GA-identified risk factors. An abnormal baseline G8 score (≤14/17) was associated with lower overall survival (adjusted HR [aHR] = 1.62 [1.50-1.75], p < 0.001). DISCUSSION Linking clinical and population-based databases for older patients with cancer has shown to be feasible. The GS/GA results at cancer diagnosis demonstrate the vulnerability of this population and the G8 score showed prognostic value for overall survival. The established cohort of almost 8000 patients with long-term follow-up will serve as a basis in the future for detailed analyses on long-term outcomes beyond survival.
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Affiliation(s)
| | | | - Lore Decoster
- Universitair Ziekenhuis Brussel - Vrije Universiteit Brussel, Oncologisch Centrum - Department of Medical Oncology, Brussels, Belgium
| | | | - Philip R Debruyne
- General Hospital Groeninge, Kortrijk Cancer Centre, Kortrijk, Belgium; Anglia Ruskin University, Medical Technology Research Centre (MTRC), School of Life Sciences, Cambridge, UK; University of Plymouth, School of Nursing & Midwifery, Plymouth, UK
| | - Inge De Groof
- Iridium Cancer Network Antwerp - Sint-Augustinus, Department of Geriatric Medicine, Wilrijk, Belgium
| | - Dominique Bron
- ULB Institute Jules Bordet, Department of Hematology, Brussels, Belgium
| | - Frank Cornélis
- Cliniques Universitaires Saint-Luc - UCLouvain, Department of Medical Oncology, Brussels, Belgium
| | - Sylvie Luce
- University Hospital Erasme- Université Libre de Bruxelles ULB, Department Medical Oncology, Brussels, Belgium
| | - Christian Focan
- Clinique CHC-MontLégia, Groupe Santé CHC-Liège, Department of Oncology, Liège, Belgium
| | - Vincent Verschaeve
- GHDC Grand Hôpital de Charleroi, Department of Medical Oncology, Charleroi, Belgium
| | - Gwenaëlle Debugne
- Centre Hospitalier de Mouscron, Department of Geriatric Medicine, Mouscron, Belgium
| | | | | | | | - Wesley Teurfs
- ZNA Stuivenberg, Department Medical Oncology, Antwerp, Belgium
| | - Guy Jerusalem
- Centre Hospitalier Universitaire Sart Tilman - Liège University, Department of Medical Oncology, Liège, Belgium
| | - Dirk Schrijvers
- ZNA Middelheim, Department of Medical Oncology, Antwerp, Belgium
| | - Bénédicte Petit
- Centre Hospitalier Jolimont, Department of Medical Oncology, La Louvière, Belgium
| | - Marika Rasschaert
- University Hospital Antwerp, Department of Medical Oncology, Edegem, Belgium
| | - Jean-Philippe Praet
- CHU St-Pierre - Free Universities Brussels, Department of Geriatric Medicine, Brussels, Belgium
| | | | - Koen Milisen
- University Hospitals Leuven - KU Leuven, Department of Geriatric Medicine - Department of Public Health and Primary Care, Academic Centre for Nursing and Midwifery, Leuven, Belgium
| | - Johan Flamaing
- University Hospitals Leuven - KU Leuven, Department of Geriatric Medicine - Department of Public Health and Primary Care, Gerontology and Geriatrics, Leuven, Belgium
| | - Cindy Kenis
- University Hospitals Leuven, Department of General Medical Oncology - Department of Geriatric Medicine, Leuven, Belgium
| | - Freija Verdoodt
- Belgian Cancer Registry, Research Department, Brussels, Belgium
| | - Hans Wildiers
- University Hospitals Leuven - KU Leuven, Department of General Medical Oncology - Department of Oncology, Leuven, Belgium.
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Geukens T, De Schepper M, Richard F, Maetens M, Van Baelen K, Mahdami A, Nguyen HL, Isnaldi E, Leduc S, Pabba A, Bachir I, Mertens F, Borght SV, Smeets A, Nevelsteen I, Punie K, Neven P, Wildiers H, Bogaert WVD, Floris G, Desmedt C. Abstract HER2-16: HER2-16 Inter-lesion heterogeneity of HER2-status in metastatic breast cancer: possible implications for treatment with anti-HER2 antibody-drug conjugates. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-her2-16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background. Trastuzumab deruxtecan (T-DXd) has shown promising activity in patients with HER2-low metastatic breast cancer. As the HER2-status can vary between the primary and its corresponding metastases, treatment decisions should ideally be based on HER2 assessment of a recent biopsy. However, limited data is available on intra-patient inter-metastatic heterogeneity in HER2-status, affecting representability of a single biopsy and potential therapeutic options and outcome. We therefore assessed HER2 status on multiple metastases from patients with primary ER-positive/HER2-non-amplified breast cancer in our prospective post-mortem tissue donation program UPTIDER (NCT04531696). Methods. Ninety-one metastatic samples retrieved during the autopsies of 6 patients (range: 13–16/patient) and their respective primary tumours were immunohistochemically (IHC) stained for HER2 (HercepTestTM, RTU, ISO-15189 accredited) in our institution. Consensus scoring was performed between two pathologists according to ASCO/CAP 2018 guidelines. The observers were blinded for patient ID. Reflex fluorescence in situ hybridization (FISH) testing was performed for samples with IHC score of 2+. HER2 status was categorized as HER2-zero (IHC 0), HER2-low (IHC 1+ or IHC 2+ with negative FISH), or HER2-positive (IHC 3+ or IHC 2+ with positive FISH). To assess stability of the performance of IHC scoring in the post-mortem setting, an additional 13 samples taken from 3 metastases at regular (every 1.5h) time intervals during the autopsy underwent HER2 IHC scoring. Results. Evaluation of HER2-status in the primary tumour showed 2 patients with HER2-zero disease and 4 with HER2-low disease. A discordance between HER2 status of the metastases and their respective primary was seen in all patients. Not a single lesion was found to be HER2-positive. For every patient, at least one HER2-low metastasis was observed, with the percentage being highly variable between patients and ranging between 7 and 100%. No association was observed between HER2 status and organ site: HER2-low as well as HER2-zero lesions were found in all organs evaluated in at least 4 patients (liver, bone, pleura, lymph nodes). For 5 patients, multiple lesions within the liver were evaluated: while HER2-zero versus HER2-low status was concordant in those lesions in 4 patients, a mix of HER2 IHC scores was seen in 3 of them. IHC scores were stable over time for tumour lesions assessed repeatedly. Discussion. Important inter-lesion heterogeneity in terms of HER2-low status was observed in patients with primary ER-positive/HER2-non-amplified breast cancer participating to our post-mortem tissue donation program. This observed heterogeneity is unlikely to be due to post-mortem changes in HER2 expression. HER2-low status was found in at least one distant lesion in all patients, complicating therapeutic decision-making based on a single biopsy. Of note, IHC 1+ and 2+ scores varied between metastases of each patient too, making assessment on a single biopsy less reliable for stratification in clinical trials. Further assessment on samples from UPTIDER-patients with ER-negative disease is currently ongoing and results will be available to be presented.
Citation Format: Tatjana Geukens, Maxim De Schepper, François Richard, Marion Maetens, Karen Van Baelen, Amena Mahdami, Ha-Linh Nguyen, Edoardo Isnaldi, Sophia Leduc, Anirudh Pabba, Imane Bachir, Freya Mertens, Sara Vander Borght, Ann Smeets, Ines Nevelsteen, Kevin Punie, Patrick Neven, Hans Wildiers, Wouter Van Den Bogaert, Giuseppe Floris, Christine Desmedt. HER2-16 Inter-lesion heterogeneity of HER2-status in metastatic breast cancer: possible implications for treatment with anti-HER2 antibody-drug conjugates. [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr HER2-16.
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Affiliation(s)
- Tatjana Geukens
- 1Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Maxim De Schepper
- 2Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium & Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - François Richard
- 3Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Marion Maetens
- 4Laboratory for Translational Breast Cancer Research, KU Leuven, Leuven, Belgium
| | - Karen Van Baelen
- 5Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Vlaams-Brabant, Belgium
| | - Amena Mahdami
- 6Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Ha-Linh Nguyen
- 7Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Vlaams-Brabant, Belgium
| | - Edoardo Isnaldi
- 8Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sophia Leduc
- 9Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Anirudh Pabba
- 10Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Imane Bachir
- 11Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Freya Mertens
- 12Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | | | - Ann Smeets
- 14Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- 15Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Kevin Punie
- 16Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven Cancer Institute and University Hospitals Leuven, Belgium
| | - Patrick Neven
- 17Universitair Ziekenhuis Leuven, Leuven, Vlaams-Brabant, Belgium
| | | | | | | | - Christine Desmedt
- 21Laboratory for Translation Breast Cancer Research/KU Leuven, Belgium
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Berteloot C, Neven P, Vangoitsenhoven M, Laenen A, Wildiers H, Punie K, Smeets A, Nevelsteen I, Han S, Baert T, Janssen H, Oldenburger E, Baten A, Berteloot P, Vanhoudt R, Deblander A, Remmeriev C, Desmedt C. Abstract P1-02-04: Real world adjuvant endocrine treatment in premenopausal breast cancer patients compared with the proposed algorithm using the Regan Composite Risk Score. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p1-02-04] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background The Regan Composite Risk Score (RCRS) is a web-based prognostic and predictive calculator to guide the use of adjuvant exemestane plus ovarian function suppression (AI + OFS) versus tamoxifen plus ovarian function suppression (TAM + OFS) or tamoxifen alone (TAM) for premenopausal women with hormone receptor-positive HER2-negative early breast cancer (HR+/HER2- EBC). We compared our adjuvant endocrine therapy policy based on the tumor board with the treatment guided by the RCRS during 2 time periods, one before and one after the acquaintance of the Tamoxifen and Exemestane Trial (TEXT) and Suppression and Ovarian Function Trial (SOFT) data. This allowed us to see a possible evolution in therapy policy. Methods A retrospective cohort study of 563 premenopausal patients with HR+/HER2- and HER2+ EBC diagnosed at the University Hospital of Leuven during 2 periods, 2010-2012 (cohort 1) and 2015-2017 (cohort 2), was conducted. For each patient with HER2- EBC, the RCRS was calculated by entering the requested characteristics in the online available tool. The primary outcome was to investigate how frequent our therapy differed from the therapy guided by the RCRS based on the estimated 8-yr distant relapse free interval (DRFI) with an arbitrary cut-off set at 3 %. If the received therapy was ≥ 3 % less efficient in 8-year DRFI compared to the optimal therapy according to RCRS, the patient was considered undertreated. If the received therapy differed by less than 3 % in 8-year DRFI compared to the optimal therapy according to RCRS and yet the most intensive therapy (AI + OFS > TAM + OFS > TAM) was administered, the patient was considered overtreated. In the other cases, the patient was considered to have been treated concordant with the RCRS. Secondarily, nonadherence of the HER2- and HER2+ patients towards the endocrine treatments leading to therapy switch because of intolerance was recorded at 6, 12, 24 and 36 months. Analyses were performed using SAS software and the comparison of both cohorts was performed by the chi-squared test for categorical variables. Results According to the RCRS, 43.2 % (89/206) of the HER2-negative patients of cohort 1 were undertreated compared to 22.1 % (43/194) in cohort 2 (chi- squared test, p-value < 0.001). The number of overtreated patients also differed significantly between the two cohorts (chi-squared test, p-value = 0.003) with 2.9 % (6/206) in the first cohort and 10.3 % (20/194) in the second cohort. Finally, the number of patients treated concordant with the guidance derived from the RCRS was 53.9 % (111/206) in cohort 1 and 67.5 % (131/194) in cohort 2 (chi-squared test, p-value = 0.005). Treatment intolerance and switch was observed in 34.8 %, 16.7 % and 12.4 % of the patients receiving AI + OFS, TAM + OFS or TAM as initial therapy respectively; this was numerically higher for all treatments in cohort 2 vs cohort 1, although the observed difference was only significant for TAM. Conclusion In our center, a recent cohort of premenopausal women was more likely to be treated with the adjuvant endocrine treatment concordant with the guidance derived from the RCRS when using an arbitrary cut-off of 3 % to define a relevant improvement in outcome.
Citation Format: Charlotte Berteloot, Patrick Neven, Maja Vangoitsenhoven, Annouschka Laenen, Hans Wildiers, Kevin Punie, Ann Smeets, Ines Nevelsteen, Sileny Han, Thaïs Baert, Hilde Janssen, Eva Oldenburger, Adinda Baten, Patrick Berteloot, Rani Vanhoudt, Anne Deblander, Chantal Remmeriev, Christine Desmedt. Real world adjuvant endocrine treatment in premenopausal breast cancer patients compared with the proposed algorithm using the Regan Composite Risk Score [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P1-02-04.
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Affiliation(s)
| | - Patrick Neven
- 2Universitair Ziekenhuis Leuven, Leuven, Vlaams-Brabant, Belgium
| | | | | | | | - Kevin Punie
- 6Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven Cancer Institute and University Hospitals Leuven, Belgium
| | - Ann Smeets
- 7Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- 8Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Sileny Han
- 9University Hospitals Leuven, Vlaams-Brabant, Belgium
| | | | | | | | | | | | | | | | - Chantal Remmeriev
- 17Multidisciplinary Breast cancer Center (MBC), University Hospitals Leuven, Leuven, Belgium
| | - Christine Desmedt
- 18Laboratory for Translation Breast Cancer Research/KU Leuven, Belgium
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Nguyen HL, Geukens T, Maetens M, Van Baelen K, De Schepper M, Poncet C, Delorenzi M, Schmid MK, Rutgers E, Van ’t Veer L, Piccart M, Cardoso F, Viale G, Bassez A, Vos H, Neven P, Nevelsteen I, Punie K, Wildiers H, Floris G, Lambrechts D, Smeets A, Biganzoli E, Richard F, Desmedt C. Abstract PD4-06: PD4-06 Obesity-associated changes in transcriptomic profile and immune landscape of primary breast cancer revealed by bulk and single-cell gene expression data. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-pd4-06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background: Breast cancer (BC) is one of the cancer types recognized as an obesity-associated disease. Current understandings of molecular mechanisms underlying the BC-obesity connection however largely came from experimental models while systematic investigation of the impact of obesity on BC biology in large patient series is still lacking. The purpose of this study is to discover changes in the transcriptomic profile of primary BC according to patients’ body mass index (BMI). Data and Methods: Bulk and single-cell gene expression data from treatment-naïve primary breast tumors from non-underweight patients were retrieved from the MINDACT trial (NCT00433589; N = 1481) and the pre-treatment cohort of the BioKey trial (NCT03197389, N = 36), respectively. Three categories were considered for BMI: lean, overweight and obese. The main analyses focused on the invasive carcinoma of no special type (NST) estrogen receptor-positive/HER2-negative (ER+/HER2-, N_bulk = 735, N_single-cell(sc) = 10) and NST ER-/HER2- (N_bulk = 118, N_sc = 15) subgroups. The bulk expression data was subjected to differential gene expression analyses according to BMI which was adjusted for menopausal status and tumor grade, then followed by gene set enrichment analyses. Clustering and cluster annotation were performed on the single-cell profiling data before differentially expressed genes according to BMI were identified for each of the present cell types. Results: Obesity-associated differences in the transcriptomic profile of breast tumors, which were subtle but potentially indicative of a biological relationship, were revealed by the bulk data. In both investigated subgroups, tumors from obese patients were shown to be enriched in cell cycle hallmarks. In ER-/HER2- tumors, adiposity further increased MYC signaling. We also observed different obesity-associated changes according to the ER status. Among ER+/HER2- tumors, those from obese patients were enriched in hallmarks related to inflammatory response compared to those from lean patients. In contrast, these hallmarks appeared to be enriched in the ER-/HER2- tumors from lean patients. Our investigation of the single-cell data further revealed shifts in the cell composition of tumor tissue and cell type-specific transcriptomic differences according to BMI which were more pronounced than those detected from the bulk data. ER+/HER2- tumors from obese patients have a higher frequency of immunosuppressive and pro-tumoral cell subpopulations such as dendritic cells (DC) enriched in immunoregulatory molecules (p = .03), LYVE1+ macrophages (p = .02) and myofibroblasts (p = .03) than those from lean patients. Overexpression of Cyclin D1 and CD24 was found in cancer cells in ER+/HER2- tumors from obese patients. A reduction in anti-tumor immune responses was evident with downregulation of multiple interferons in CD8+ and CD4+ T cells as well as B cells. We observed in the ER-/HER2- subgroup increased infiltration of plasmacytoid DC (p = .01), CCL2+ macrophages (p = .01) in tumors from obese versus lean patients, while fibroblasts showed an opposite tendency. Additionally, significant obesity-associated downregulation of major histocompatibility complex (MHC) molecules class I in cancer cells and MHC class II molecules in B cells could be suggestive of deficient antigen presentation and activation of cytotoxic and helper T cells. Conclusion: We highlighted the impact of obesity on the remodeling of tumor and tumor microenvironment which might generally lead to a suppression of anti-tumor immune responses, albeit potentially via diverse axes according to the ER status. Although investigation on a larger cohort is warranted, our current results suggest that obesity-associated transcriptomic changes in BC could be highly cell type-specific, hence we recommend single-cell approaches in addition to spatial multi-omics analysis to further elucidate the interplay between obesity and BC.
Citation Format: Ha-Linh Nguyen, Tatjana Geukens, Marion Maetens, Karen Van Baelen, Maxim De Schepper, Coralie Poncet, Mauro Delorenzi, Marjanka K. Schmid, Emiel Rutgers, Laura Van ’t Veer, Martine Piccart, Fatima Cardoso, Giuseppe Viale, Ayse Bassez, Hanne Vos, Patrick Neven, Ines Nevelsteen, Kevin Punie, Hans Wildiers, Giuseppe Floris, Diether Lambrechts, Ann Smeets, Elia Biganzoli, François Richard, Christine Desmedt. PD4-06 Obesity-associated changes in transcriptomic profile and immune landscape of primary breast cancer revealed by bulk and single-cell gene expression data [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr PD4-06.
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Affiliation(s)
- Ha-Linh Nguyen
- 1Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Vlaams-Brabant, Belgium
| | - Tatjana Geukens
- 2Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Marion Maetens
- 3Laboratory for Translational Breast Cancer Research, KU Leuven, Leuven, Belgium
| | - Karen Van Baelen
- 4Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Vlaams-Brabant, Belgium
| | - Maxim De Schepper
- 5Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium & Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Coralie Poncet
- 6European Organisation for Research and Treatment of Cancer (EORTC), Brussels, Belgium
| | | | - Marjanka K. Schmid
- 8Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute – Antoni van Leeuwenhoek Hospital
| | - Emiel Rutgers
- 9Department of Surgical Oncology, Netherlands Cancer Institute
| | | | - Martine Piccart
- 11Institut Jules Bordet – Université Libre de Bruxelles, Brussels, Anderlecht, Brussels Hoofdstedelijk Gewest, Belgium
| | - Fatima Cardoso
- 12Breast Unit, Champalimaud Clinical Center/Champalimaud Foundation, Lisbon, Portugal
| | - Giuseppe Viale
- 13European Institute of Oncology IRCCS, and University of Milan, Milan, Italy
| | - Ayse Bassez
- 14Laboratory for Translational Genetics, Department of Human Genetics, KU Leuven
| | - Hanne Vos
- 15Department of Surgical Oncology, University Hospitals Leuven, KU Leuven
| | - Patrick Neven
- 16Universitair Ziekenhuis Leuven, Leuven, Vlaams-Brabant, Belgium
| | - Ines Nevelsteen
- 17Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Kevin Punie
- 18Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven Cancer Institute and University Hospitals Leuven, Belgium
| | | | | | - Diether Lambrechts
- 21Laboratory of Translational Genetics, VIB Center for Cancer Biology, KU Leuven, Leuven
| | - Ann Smeets
- 22Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Elia Biganzoli
- 23Unit of Medical Statistics, Biometry and Epidemiology, Department of Biomedical and Clinical Sciences (DIBIC) “L. Sacco” & DSRC, LITA Vialba campus, University of Milan, Milan, Italy
| | - François Richard
- 24Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Christine Desmedt
- 25Laboratory for Translation Breast Cancer Research/KU Leuven, Belgium
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Van Baelen K, Nguyen HL, Richard F, Hamy AS, Toussaint A, Reyal F, Salomon A, Dirix L, Vermeulen P, Wuyts H, Karsten M, Dordevic AD, Marta GN, de Azambuja E, Sotiriou C, Larsimont D, Amato O, Maetens M, De Schepper M, Geukens T, Han S, Baert T, Punie K, Wildiers H, Remmerie C, Smeets A, Nevelsteen I, Floris G, Biganzoli E, Neven P, Desmedt C. Abstract P3-05-40: Association of body mass index with clinicopathological features and survival in patients with primary ER+/HER2- invasive lobular breast cancer. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p3-05-40] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background: Invasive lobular carcinoma (ILC) represents up to 15% of all breast carcinomas. The majority of ILC express the estrogen receptor (ER) and have no amplification/overexpression of the human epidermal growth factor receptor 2 (HER2). A high body mass index (BMI) has been associated with an increased risk of developing ILC in postmenopausal women, similar to what is seen for breast cancer of no special type (NST). It is however unknown if BMI impacts the clinicopathological features and the prognosis of ILC.
Methods: We performed a multicentric retrospective study in 5 European centers of patients diagnosed between January 2000 and December 2020 with ER+/HER2- non-metastatic pure (i.e., not mixed) ILC. Patient and tumor characteristics and event-related data were collected. BMI was categorized into underweight (≤18.5kg/m2), lean (>18.5kg/m2 and < 25kg/m2), overweight (≥25kg/m2 and < 30kg/m2) and obese (≥30kg/m2). The association of BMI as either a continuous or a categorical variable with clinicopathological variables was assessed using linear regression or ordinal logistic regression, respectively. Median follow-up was calculated using the reverse Kaplan-Meier estimator. Survival analyses using univariable (stratified by center) and multivariable (adjusted for all included variables and stratified by center) Cox regression were performed to evaluate the association of BMI with disease free survival (DFS), distant recurrence free survival (DRFS) and overall survival (OS). DFS and DRFS were analyzed in the presence of death without event as the competing risk.
Results: The data of 2476 patients were collected and BMI was available for 2346 patients. In total, 1299 (55%) patients were lean, 638 (27%) overweight and 339 (14%) obese. Underweight patients only represented 3% of all patients and were thus excluded from further analyses. A higher age at diagnosis, higher grade, larger tumor size, nodal involvement and multifocality were significantly associated with higher BMI (Table 1). The median follow-up was 8,5 years (interquartile range 59.24 – 142.13 months). In univariable analysis, higher BMI was associated with worse survival outcomes (Table 2). However, this association was not seen in multivariable analysis while grade, tumor size and nodal involvement were still prognostic for all endpoints. Similar results were seen with BMI as a continuous variable.
Conclusion: Larger tumors and nodal involvement were more likely to be found in patients with ER+/HER2- ILC with higher BMI which might be explained by a delayed diagnosis in these patients. Higher grade also seemed to be associated with higher BMI. In multivariable analyses, BMI was not found to be an independent prognostic factor. Tumor grade, tumor size, and nodal status remained strongly prognostic for survival outcomes in multivariable survival analyses which is consistent with their known prognostic importance in luminal tumors. We hypothesize that the prognostic effect of BMI is mediated through these variables for patients with ER+/HER2- ILC.
Table 1. Association of clinicopathological features of ER+/HER2- ILC with categorical BMI.
Table 2. Association of categorical BMI and other clinicopathological features of ER+/HER2- ILC with survival.
Citation Format: Karen Van Baelen, Ha-Linh Nguyen, François Richard, Anne-Sophie Hamy, Aullène Toussaint, Fabien Reyal, Anne Salomon, Luc Dirix, Peter Vermeulen, Hilde Wuyts, Maria Karsten, Adam D. Dordevic, Guilherme Nader Marta, Evandro de Azambuja, Christos Sotiriou, Denis Larsimont, Ottavia Amato, Marion Maetens, Maxim De Schepper, Tatjana Geukens, Sileny Han, Thaïs Baert, Kevin Punie, Hans Wildiers, Chantal Remmerie, Ann Smeets, Ines Nevelsteen, Giuseppe Floris, Elia Biganzoli, Patrick Neven, Christine Desmedt. Association of body mass index with clinicopathological features and survival in patients with primary ER+/HER2- invasive lobular breast cancer [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P3-05-40.
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Affiliation(s)
- Karen Van Baelen
- 1Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium, Leuven, Vlaams-Brabant, Belgium
| | - Ha-Linh Nguyen
- 2Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Vlaams-Brabant, Belgium
| | - François Richard
- 3Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | | | | | | | | | - Luc Dirix
- 8Translational Cancer Research Unit, GZA Hospitals & CORE, MIPRO, University of Antwerp, Antwerp, Belgium
| | - Peter Vermeulen
- 9Translational Cancer Research Unit, GZA Hospitals & CORE, MIPRO, University of Antwerp, Antwerp, Belgium
| | - Hilde Wuyts
- 10Translational Cancer Research Unit, Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp, GZA hospitals, Antwerp, Belgium
| | | | | | - Guilherme Nader Marta
- 13Academic Trials Promoting Team, Institut Jules Bordet and l’Université Libre de Bruxelles (U.L.B.), Brussels, Belgium
| | - Evandro de Azambuja
- 14Academic Trials Promoting Team and Medical Oncology Department, Institut Jules Bordet and l’Université Libre de Bruxelles (U.L.B.), Brussels, Belgium
| | - Christos Sotiriou
- 15Breast Cancer Translational Research Laboratory J.-C. Heuson, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium, Belgium
| | - Denis Larsimont
- 16Laboratoire d’Anatomie Pathologique, Institut Jules Bordet, Université libre de Bruxelles, Brussels, Belgium, Belgium
| | - Ottavia Amato
- 17Clinical Trials Conduct Unit, Institut Jules Bordet, Belgium
| | - Marion Maetens
- 18Laboratory for Translational Breast Cancer Research, KU Leuven, Leuven, Belgium, Belgium
| | - Maxim De Schepper
- 19Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium & Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Tatjana Geukens
- 20Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sileny Han
- 21University Hospitals Leuven, Leuven, Vlaams-Brabant, Belgium
| | | | - Kevin Punie
- 23Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven Cancer Institute and University Hospitals Leuven, Belgium
| | | | - Chantal Remmerie
- 25Multidisciplinary Breast cancer Center (MBC), University Hospitals Leuven, Leuven, Belgium
| | - Ann Smeets
- 26Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- 27Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium, Leuven, Belgium
| | | | - Elia Biganzoli
- 29Unit of Medical Statistics, Biometry and Epidemiology, Department of Biomedical and Clinical Sciences (DIBIC) “L. Sacco” & DSRC, LITA Vialba campus, University of Milan, Milan, Italy
| | - Patrick Neven
- 30Universitair Ziekenhuis Leuven, Leuven, Belgium, Leuven, Vlaams-Brabant, Belgium
| | - Christine Desmedt
- 31Laboratory for Translation Breast Cancer Research/KU Leuven, Belgium
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Van Baelen K, Nguyen HL, Richard F, Vangoitsenhoven M, Floris G, Wildiers H, Punie K, Smeets A, Nevelsteen I, Amant F, Han S, Baert T, Neven P, Desmedt C. Abstract P3-05-35: The impact of parity and age of first full term pregnancy on the prevalence of invasive lobular carcinoma in patients with breast cancer. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p3-05-35] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background: The impact of reproductive factors on breast cancer has proven to be complex. The risk for estrogen receptor positive/HER2-negative (ER+/HER2-) breast cancer is estimated to be transiently augmented in the years after giving birth (up to 20 years) while later in life high parity and early first full-term pregnancy (1st FTP) seem to protect against ER+/HER2- breast cancer (BC). Invasive lobular carcinomas (ILC) represents the second most common histological subtype of BC and >90% are ER+/HER2-. In this study, we aimed at investigating whether parity and age at 1st FTP are associated with: 1) the prevalence of ER+/HER2- pure ILC (i.e., not mixed) in an ER+/HER2- BC cohort (overall and according to the age at breast cancer diagnosis), and, 2) standard clinical and pathological features of pure ILC.
Patients and methods: We performed a single center retrospective study in UZ Leuven, Belgium of patients diagnosed with non-metastatic ER+/HER2- breast cancer between January 2000 and November 2020. Both patient and tumor characteristics were collected from clinical files. Firth’s logistic regression was performed to investigate the association of BC histology (pure ILC vs all other BC histological subtypes = control group) with parity (yes vs. no and nulliparous, 1 child, 2 children, >2 children) in univariable models and multivariable models adjusted for age group at diagnosis (< 30, 31-40, 41-50, 51-60, 61-70, >70), age at 1st FTP (continuous and per age group: < 21, 21-25, 26-30, >30), Interval between 1st FTP and diagnosis (continuous), year of birth and BMI. Analyses were done in the overall group as well as per age group at diagnosis. Similarly, regression analyses were performed in patients with ER+/HER2- ILC to assess the association of parity (yes vs. no and nulliparous, 1 child, 2 children, >2 children) with the following variables: age at diagnosis, BMI, histological grade, tumor size, nodal involvement and progesterone receptor positivity.
Results: 7360 patients were included of which 1121 (15.2%) were diagnosed with pure ER+/HER2- ILC, the remaining 6239 (84.8%) patients were considered as the control group. Overall, in multivariable analyses, parity with >2 children was associated with a higher prevalence of pure ILC as compared to uniparous patients (odds ratio, OR 1.257, 95CI 1.039-1.521, p= 0.019). No significant association was seen for age at 1st FTP and interval 1st FTP – diagnosis. The subgroup analyses per age group are summarized in Table 1. Only for the age group 41-50, an increased age 1st FTP was associated with an increased prevalence of pure ILC. In patients with pure ER+/HER2- ILC, nulliparous women were less likely to have a progesterone receptor (PR)-positive tumor as compared to parous women (OR 0.477, 95CI 0.224-0.907, p= 0.022). No other significant associations were seen for clinicopathological features between nulliparous and parous women, and between uniparous and multiparous women in the overall cohort nor any age group.
Conclusions: Within an ER+/HER2- breast cancer cohort, higher parity seems to be associated with a higher prevalence of pure ILC, which is especially seen in the patients diagnosed with breast cancer between the age of 51 and 60. Increased age at the 1st FTP only seems to increase the incidence of ILC in the age group 41-50. With the exception of nulliparous women having less PR positive tumors, parity does not seem to affect the clinicopathological features of ER+/HER2- pure ILC.
Table 1: subgroup analyses per age group of association of histology (pure ILC vs control group) with parity, age 1st FTP and interval 1st FTP – diagnosis
Citation Format: Karen Van Baelen, Ha-Linh Nguyen, François Richard, Maja Vangoitsenhoven, Giuseppe Floris, Hans Wildiers, Kevin Punie, Ann Smeets, Ines Nevelsteen, Frédéric Amant, Sileny Han, Thaïs Baert, Patrick Neven, Christine Desmedt. The impact of parity and age of first full term pregnancy on the prevalence of invasive lobular carcinoma in patients with breast cancer [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P3-05-35.
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Affiliation(s)
- Karen Van Baelen
- 1Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Vlaams-Brabant, Belgium
| | - Ha-Linh Nguyen
- 2Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Vlaams-Brabant, Belgium
| | - François Richard
- 3Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | | | | | | | - Kevin Punie
- 7Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven Cancer Institute and University Hospitals Leuven, Belgium
| | - Ann Smeets
- 8Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- 9Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | | | - Sileny Han
- 11University Hospitals Leuven, Leuven, Vlaams-Brabant, Belgium
| | | | - Patrick Neven
- 13Universitair Ziekenhuis Leuven, Leuven, Vlaams-Brabant, Belgium
| | - Christine Desmedt
- 14Laboratory for Translation Breast Cancer Research/KU Leuven, Belgium
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Geukens T, De Schepper M, Van Baelen K, Richard F, Maetens M, Mahdami A, Nguyen HL, Isnaldi E, Pabba A, Leduc S, Bachir I, Hajipirloo M, Berghe EV, Hatse S, Leucci E, Baietti MF, Sflomos G, Brisken C, Derksen P, Scheele C, Vandecaveye V, Smeets A, Nevelsteen I, Punie K, Neven P, Biganzoli E, Wildiers H, Bogaert WVD, Floris G, Desmedt C. Abstract P6-14-14: Advancing research on metastatic breast cancer: the UPTIDER post-mortem tissue donation program. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p6-14-14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background. Research in metastatic breast cancer is hampered by limited sample availability. Post-mortem tissue donation programs can help to overcome this problem but are logistically challenging and have thus far mainly focused on histopathological and genomic research. We here present the UPTIDER program (NCT04531696), aimed at the multilevel characterization of advanced breast cancer and generation of tumour models. Patients and Methods. Patients with stage IV breast cancer receiving their last line(s) of treatment are eligible for participation. Blood, urine and saliva samples are collected upon inclusion. Upon death, a post-mortem MRI (when possible) followed by a rapid autopsy is performed. Liquid biopsies from all body fluids and tissue samples from all macroscopically identified metastatic sites are collected. Samples are processed as mirrored biopsies in different conditions, such as fresh frozen for omics analyses, formalin fixed paraffin-embedded for histopathology, and slowly frozen in freezing medium or fresh for generation of xenograft and organoid models. Results. Since approval by the local Ethical Committee in November 2020, 22 patients have been enrolled and 15 autopsies have been performed. Mean interval between death and start of autopsy was 3h (range 2-6h), mean duration of the autopsies was 6h (4-9h). A post-mortem MRI was performed in 6 patients. Peripheral blood, central blood and bone marrow were collected from all patients; urine, ascites, cerebrospinal, pericardial and pleural fluid all in more than 2/3 of patients. On average, 232 (range 90-406) tissue samples of which 164 (45-303) pathological from 42 (15 – 79) metastases were collected for each patient. Most often sampled metastatic sites were lymph nodes, liver, bones, pleura and peritoneum. Samples from the primary tumour could be retrieved from all patients, either during the autopsy (n=6) or from historical archives. In total, 133 tumour samples were sent to collaborating partners for patient-derived xenograft creation. Already some have been successfully established and stored, including models derived from a patient with invasive lobular carcinoma (ILC) and one with metaplastic squamous cell carcinoma. When correlating microscopic and macroscopic findings, patients could largely be divided into three main categories. Eleven patients presented with overt and extensive disease burden, often characterized by diffuse visceral, pleural, peritoneal, bone and lymph node involvement. Two patients, both with ILC, presented with underestimated yet extensive disease burden. While gross examination and cross sectioning of organs did not reveal clear involvement, microscopical invasion of stomach and liver, amongst others, was found. Lastly, limited disease burden was seen in two patients, both with leptomeningeal involvement. In those patients, massive tumoral infiltration in the subarachnoid space and along the blood-brain barrier was seen microscopically, with no grey matter invasion. Conclusion. We successfully launched a new and comprehensive post-mortem tissue donation program for patients with metastatic breast cancer, enrolling ~ 1 patient per month. Post-mortem tumour samples already resulted in successful establishment of some patient-derived xenografts. From a clinical point of view, vast underestimation of the disease extent on imaging during life as well as macroscopically during the autopsy was observed in some patients with metastatic ILC. For patients with leptomeningeal metastasis, we showed that the highly aggressive nature of their disease might be explained by extensive meningeal infiltration disrupting the blood-brain barrier. Further insights into disease progression and heterogeneity will be generated by the ongoing multi-omics analyses.
Citation Format: Tatjana Geukens, Maxim De Schepper, Karen Van Baelen, François Richard, Marion Maetens, Amena Mahdami, Ha-Linh Nguyen, Edoardo Isnaldi, Anirudh Pabba, Sophia Leduc, Imane Bachir, Maysam Hajipirloo, Emily Vanden Berghe, Sigrid Hatse, Eleonora Leucci, Maria Francesca Baietti, Georgios Sflomos, Cathrin Brisken, Patrick Derksen, Colinda Scheele, Vincent Vandecaveye, Ann Smeets, Ines Nevelsteen, Kevin Punie, Patrick Neven, Elia Biganzoli, Hans Wildiers, Wouter Van Den Bogaert, Giuseppe Floris, Christine Desmedt. Advancing research on metastatic breast cancer: the UPTIDER post-mortem tissue donation program [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P6-14-14.
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Affiliation(s)
- Tatjana Geukens
- 1Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Maxim De Schepper
- 2Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium & Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Karen Van Baelen
- 3Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Vlaams-Brabant, Belgium
| | - François Richard
- 4Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Marion Maetens
- 5Laboratory for Translational Breast Cancer Research, KU Leuven, Leuven, Belgium
| | - Amena Mahdami
- 6Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Ha-Linh Nguyen
- 7Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Vlaams-Brabant, Belgium
| | - Edoardo Isnaldi
- 8Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Anirudh Pabba
- 9Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sophia Leduc
- 10Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Imane Bachir
- 11Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Maysam Hajipirloo
- 12Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Emily Vanden Berghe
- 13Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sigrid Hatse
- 14Laboratory of Experimental Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Eleonora Leucci
- 15Laboratory for RNA Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium and TRACE, Leuven Cancer Institute, KU Leuven, Leuven, Belgium
| | - Maria Francesca Baietti
- 16Laboratory for RNA Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium and TRACE, Leuven Cancer Institute, KU Leuven, Leuven, Belgium
| | - Georgios Sflomos
- 17ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Cathrin Brisken
- 18ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Patrick Derksen
- 19Division of Molecular Biology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Colinda Scheele
- 20Laboratory of Intravital Microscopy and Dynamics of Tumor Progression, VIB-KU Leuven, Leuven, Belgium
| | - Vincent Vandecaveye
- 21Translational MRI, Department of Imaging and Pathology, KU Leuven, and Department of Radiology, University Hospitals Leuven, Leuven, Belgium
| | - Ann Smeets
- 22Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- 23Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium, Leuven, Belgium
| | - Kevin Punie
- 24Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven Cancer Institute and University Hospitals Leuven, Belgium
| | - Patrick Neven
- 25Universitair Ziekenhuis Leuven, Leuven, Vlaams-Brabant, Belgium
| | - Elia Biganzoli
- 26Unit of Medical Statistics, Biometry and Epidemiology, Department of Biomedical and Clinical Sciences (DIBIC) “L. Sacco” & DSRC, LITA Vialba campus, University of Milan, Milan, Italy
| | | | | | | | - Christine Desmedt
- 30Laboratory for Translation Breast Cancer Research/KU Leuven, Belgium
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Altea-Manzano P, Doglioni G, Liu Y, Cuadros AM, Nolan E, Fernández-García J, Wu Q, Planque M, Laue KJ, Cidre-Aranaz F, Liu XZ, Marin-Bejar O, Van Elsen J, Vermeire I, Broekaert D, Demeyer S, Spotbeen X, Idkowiak J, Montagne A, Demicco M, Alkan HF, Rabas N, Riera-Domingo C, Richard F, Geukens T, De Schepper M, Leduc S, Hatse S, Lambrechts Y, Kay EJ, Lilla S, Alekseenko A, Geldhof V, Boeckx B, de la Calle Arregui C, Floris G, Swinnen JV, Marine JC, Lambrechts D, Pelechano V, Mazzone M, Zanivan S, Cools J, Wildiers H, Baud V, Grünewald TGP, Ben-David U, Desmedt C, Malanchi I, Fendt SM. A palmitate-rich metastatic niche enables metastasis growth via p65 acetylation resulting in pro-metastatic NF-κB signaling. Nat Cancer 2023; 4:344-364. [PMID: 36732635 PMCID: PMC7615234 DOI: 10.1038/s43018-023-00513-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Accepted: 01/03/2023] [Indexed: 02/04/2023]
Abstract
Metabolic rewiring is often considered an adaptive pressure limiting metastasis formation; however, some nutrients available at distant organs may inherently promote metastatic growth. We find that the lung and liver are lipid-rich environments. Moreover, we observe that pre-metastatic niche formation increases palmitate availability only in the lung, whereas a high-fat diet increases it in both organs. In line with this, targeting palmitate processing inhibits breast cancer-derived lung metastasis formation. Mechanistically, breast cancer cells use palmitate to synthesize acetyl-CoA in a carnitine palmitoyltransferase 1a-dependent manner. Concomitantly, lysine acetyltransferase 2a expression is promoted by palmitate, linking the available acetyl-CoA to the acetylation of the nuclear factor-kappaB subunit p65. Deletion of lysine acetyltransferase 2a or carnitine palmitoyltransferase 1a reduces metastasis formation in lean and high-fat diet mice, and lung and liver metastases from patients with breast cancer show coexpression of both proteins. In conclusion, palmitate-rich environments foster metastases growth by increasing p65 acetylation, resulting in a pro-metastatic nuclear factor-kappaB signaling.
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Affiliation(s)
- Patricia Altea-Manzano
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Ginevra Doglioni
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Yawen Liu
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, China
| | - Alejandro M Cuadros
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | | | - Juan Fernández-García
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Qi Wu
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
- Laboratory of Experimental Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Mélanie Planque
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Kathrin Julia Laue
- Department of Human Molecular Genetics & Biochemistry, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Florencia Cidre-Aranaz
- Hopp-Children's Cancer Center (KiTZ), Heidelberg, Germany
- Division of Translational Pediatric Sarcoma Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Xiao-Zheng Liu
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Oskar Marin-Bejar
- Laboratory for Molecular Cancer Biology, VIB Center for Cancer Biology, Leuven, Belgium
- Department of Oncology, KU Leuven, Leuven, Belgium
| | - Joke Van Elsen
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Ines Vermeire
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Dorien Broekaert
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Sofie Demeyer
- Laboratory for Molecular Biology of Leukemia, VIB-KU Leuven, Leuven, Belgium
| | - Xander Spotbeen
- Laboratory of Lipid Metabolism and Cancer, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Jakub Idkowiak
- Laboratory of Lipid Metabolism and Cancer, Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Analytical Chemistry, Faculty of Chemical Technology, University of Pardubice, Pardubice, Czech Republic
| | - Aurélie Montagne
- Université Paris Cité, NF-kappaB, Différenciation et Cancer, Paris, France
| | - Margherita Demicco
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - H Furkan Alkan
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | | | - Carla Riera-Domingo
- Laboratory of Tumor Inflammation and Angiogenesis, VIB Center for Cancer Biology, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - François Richard
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Tatjana Geukens
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Maxim De Schepper
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sophia Leduc
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sigrid Hatse
- Laboratory of Experimental Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Yentl Lambrechts
- Laboratory of Experimental Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | | | - Sergio Lilla
- Cancer Research UK Beatson Institute, Glasgow, UK
| | - Alisa Alekseenko
- SciLifeLab, Department of Microbiology, Tumor and Cell Biology, Karolinska Institute, Solna, Sweden
| | - Vincent Geldhof
- Laboratory for Angiogenesis and Vascular Metabolism, VIB-KU Leuven, Leuven, Belgium
| | - Bram Boeckx
- Laboratory of Translational Genetics, VIB Center for Cancer Biology, Leuven, Belgium
- Laboratory of Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Celia de la Calle Arregui
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Giuseppe Floris
- Department of Imaging and Pathology, Laboratory of Translational Cell & Tissue Research, KU Leuven, Leuven, Belgium
- Department of Pathology, University Hospitals Leuven, KU Leuven, Leuven, Belgium
| | - Johannes V Swinnen
- Laboratory of Lipid Metabolism and Cancer, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Jean-Christophe Marine
- Laboratory for Molecular Cancer Biology, VIB Center for Cancer Biology, Leuven, Belgium
- Department of Oncology, KU Leuven, Leuven, Belgium
| | - Diether Lambrechts
- Laboratory of Translational Genetics, VIB Center for Cancer Biology, Leuven, Belgium
- Laboratory of Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Vicent Pelechano
- SciLifeLab, Department of Microbiology, Tumor and Cell Biology, Karolinska Institute, Solna, Sweden
| | - Massimiliano Mazzone
- Laboratory of Tumor Inflammation and Angiogenesis, VIB Center for Cancer Biology, Leuven, Belgium
- Laboratory of Tumor Inflammation and Angiogenesis, Center for Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Sara Zanivan
- Cancer Research UK Beatson Institute, Glasgow, UK
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Jan Cools
- Laboratory for Molecular Biology of Leukemia, VIB-KU Leuven, Leuven, Belgium
| | - Hans Wildiers
- Laboratory of Experimental Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Véronique Baud
- Université Paris Cité, NF-kappaB, Différenciation et Cancer, Paris, France
| | - Thomas G P Grünewald
- Hopp-Children's Cancer Center (KiTZ), Heidelberg, Germany
- Division of Translational Pediatric Sarcoma Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Uri Ben-David
- Department of Human Molecular Genetics & Biochemistry, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | | | - Sarah-Maria Fendt
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium.
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium.
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Wu Q, Hatse S, García JF, Altea-Manzano P, Billen J, Planque M, Vandekeere A, Lambrechts Y, Richard F, Laenen A, Punie K, Neven P, Nevelsteen I, Floris G, Desmedt C, Gomes A, Fendt SM, Wildiers H. Abstract P2-11-18: Serum methylmalonic acid concentrations at breast cancer diagnosis are not associated with distant metastases. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p2-11-18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Introduction: Methylmalonic acid (MMA), a metabolite and by-product of propionate metabolism, promotes breast cancer (BC) progression in mice via the transforming growth factor-beta (TGFβ) signaling pathway (Gomes et al, Nature 2020). It is currently unknown if this effect also exists in patients with BC. Objectives: To investigate the association between baseline serum MMA concentrations in patients at BC diagnosis and development of distant metastases via a matched case-control study. Methods: We included 32 patients with early Luminal B-like BC (Lumb, median age 62.4y) and 52 patients with early triple-negative BC (TNBC, median age 50.5y) who developed distant metastases within 5 years. They were matched to an equal number of early BC patients with at least 5 years of follow-up (median age 62.2y for Lumb and 50.5y for TNBC) who did not develop distant metastases with at least 5 years of follow-up. Matching was performed based on age at diagnosis date (± 5y), tumor stage, and treatment received ((neo)adjuvant chemotherapy and radiotherapy, yes/no). Serum MMA concentrations were determined by liquid chromatography with tandem mass spectrometry (LC-MS-MS). Summary statistics, paired analyses, and multiple conditional logistic regression analyses were performed with and without adjusting for potential covariates (age, kidney function, and tumor stage). Results: Baseline serum MMA at BC diagnosis significantly correlated with age (rs=0.35, p=.005 in Lumb; rs=0.35, p=.0003 in TNBC), and negatively correlated with kidney function assessed by estimated glomerular filtration rate (eGFR, rs= -0.42, p=.0005 in Lumb; rs= -0.32, p=.0009 in TNBC). MMA concentrations at diagnosis were not associated with distant metastases in either subtype, after adjusting for kidney function, age, and tumor stage (all p>.05). Next, we categorized BC cases in the public TCGA (n=174 for Lumb; n=140 for TNBC), METABRIC (n=461 for Lumb; n=199 for TNBC), and GSE25066 (n=78 for Lumb; n=182 for TNBC) database according to their 5-year metastatic status, and analyzed the TGFβ signaling pathway activity of primary BC. Like MMA concentrations, a gene expression signature of TGFβ signaling was not associated with distant metastases in patients with BC. Conclusion: Baseline serum MMA concentrations and a gene signature for TGFβ signaling at BC diagnosis are not associated with distant metastases among patients with Lumb and TNBC subtypes.
Citation Format: Qi Wu, Sigrid Hatse, Juan F. García, Patricia Altea-Manzano, Jaak Billen, Mélanie Planque, Anke Vandekeere, Yentl Lambrechts, François Richard, Annouschka Laenen, Kevin Punie, Patrick Neven, Ines Nevelsteen, Giuseppe Floris, Christine Desmedt, Ana Gomes, Sarah-Maria Fendt, Hans Wildiers. Serum methylmalonic acid concentrations at breast cancer diagnosis are not associated with distant metastases [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P2-11-18.
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Affiliation(s)
| | - Sigrid Hatse
- 2Laboratory of Experimental Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | | | | | | | | | | | | | - François Richard
- 9Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | | | - Kevin Punie
- 11Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven Cancer Institute and University Hospitals Leuven, Belgium
| | - Patrick Neven
- 12Universitair Ziekenhuis Leuven, Leuven, Vlaams-Brabant, Belgium
| | - Ines Nevelsteen
- 13Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | | | - Christine Desmedt
- 15Laboratory for Translation Breast Cancer Research/KU Leuven, Belgium
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Piccart M, Hennequin A, Borrego MR, Escrivá-de-Romani S, Williams A, Rodríguez BJ, Conte GD, Howell SJ, Palleschi M, Simonelli M, Duhoux FP, Tosi D, Uribe BDDS, Gilarranz YJ, Tassone P, Curigliano G, Waters S, Aftimos P, Wildiers H, Scartoni S, Vallespir BP, Shankaraiah RC, Grzegorzewski K, Habboubi N. Abstract PD18-05: MEN1611, a PI3K inhibitor, combined with trastuzumab ± fulvestrant for HER2+/PIK3CA mutant advanced or metastatic breast cancer: updated safety and efficacy results from the ongoing phase 1b study (B-PRECISE-01). Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-pd18-05] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background: MEN1611 (MEN) is an oral PI3K inhibitor active on the p110α mutant and wild type, β and γ isoforms, while sparing the δ. B-PRECISE-01 is an open-label, 2-arm, phase 1b study investigating MEN1611 in combination with trastuzumab ± fulvestrant in patients with HER2 positive/PIK3CA mutated metastatic breast cancer (MBC). No dose-limiting toxicities were observed during the dose-escalation step and MEN1611 48 mg BID was selected as the recommended phase 2 dose (RP2D) for cohort expansion (CE). Methods: Eligible patients had HER2+/PIK3CA-mutated MBC and were treated with at least 2 prior lines of anti-HER2-based therapy in the advanced/metastatic setting including trastuzumab. Patients received MEN1611 + trastuzumab (MEN+T); hormone receptor positive (HR+) postmenopausal women received M+ T + fulvestrant (MEN+T+F). Recruitment was closed in December 2021. Pooled safety and efficacy data from the two subpopulations of CE are presented herein. Results: As of June 2022, 62 female patients were treated: 56 of them with MEN1611 48 mg BID (25 MEN+T and 31 MEN+T+F). Median age 55.5 years (range 34-78), 21% premenopausal, ECOG PS 0-1: 95.2%. Median metastatic regimens 4; 71.0% had prior pertuzumab and 91.9% had prior T-DM1. Common treatment-emergent adverse events (TEAEs, ≥20%) were diarrhea 66.1%, nausea 45.2%, hyperglycemia 43.6%, anemia 35.5%, asthenia 29.0%, decreased appetite 27.4%, rash 25.8%, aspartate aminotransferase increased 22.6%, vomiting 22.6%, and pyrexia 22.6%. Common TEAEs with CTCAE grade ≥3 (≥10%) were hyperglycemia (22.6%) and diarrhea (11.3%). Most treatment-related AEs (TRAEs) were reversible and manageable by supportive care. TEAEs leading to permanent treatment discontinuation occurred in 9 patients (14.5%), the only TEAE occurring in more than one patient was lipase increased (3.2%). TEAEs caused temporary treatment interruptions in 32 patients (51.6%), the most common being hyperglycemia (21.0%) and diarrhea (9.7%). TEAEs leading to dose reduction occurred in 14 patients (22.6%), the most common being diarrhea (6.5%), hyperglycemia (3.2%) and stomatitis (3.2%). Serious TRAEs were experienced by 12 patients (19.4%): hyperglycemia 6 patients, diarrhea 3 patients, anemia, general physical health deterioration, generalized edema, lipase increased, ketoacidosis and pneumonitis (1 patient each). In the efficacy-evaluable population at the RP2D (n=41) 14 patients (34.1%) showed partial response (MEN+T 5/15, MEN+T+F 9/26), 1 patient (2.4%) had a complete response (MEN+T 1/15) and 23 patients (56.1%) had stable disease (MEN+T 6/15, MEN+T+F 17/26) as best response. At the RP2D, the median (95% CI) overall survival (OS) was 21.9 (11.9, NE) months and the median (95% CI) progression free survival (PFS) 5.6 (3.7, 7.2) months. In the MEN+T group, the median OS was 11.9 (5.7, NE) months and median PFS 3.9 (2.3, 6.7) months. In the MEN+T+F group the median OS was 21.9 (16.9, NE) months and median PFS 5.7 (3.7, 11.5) months. Five patients continue on treatment. Conclusions: Updated results from B-PRECISE-01 demonstrated that MEN1611 combined with trastuzumab ± fulvestrant continued to show a manageable safety profile with encouraging anti-tumor activity and duration of response in heavily pre-treated patients with HER2+/PIK3CA-mutated advanced or metastatic breast cancer.
Citation Format: Martine Piccart, Audrey Hennequin, Manuel Ruiz Borrego, Santiago Escrivá-de-Romani, Anja Williams, Begoña Jiménez Rodríguez, Gianluca Del Conte, Sacha J. Howell, Michela Palleschi, Matteo Simonelli, Francois P. Duhoux, Diego Tosi, Bernard Doger de Speville Uribe, Yolanda Jerez Gilarranz, Pierfrancesco Tassone, Giuseppe Curigliano, Simon Waters, Philippe Aftimos, Hans Wildiers, Simona Scartoni, Bartomeu Piza Vallespir, Ram Charan Shankaraiah, Krzysztof Grzegorzewski, Nassir Habboubi. MEN1611, a PI3K inhibitor, combined with trastuzumab ± fulvestrant for HER2+/PIK3CA mutant advanced or metastatic breast cancer: updated safety and efficacy results from the ongoing phase 1b study (B-PRECISE-01) [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr PD18-05.
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Affiliation(s)
- Martine Piccart
- 1Institut Jules Bordet – Université Libre de Bruxelles, Anderlecht, Brussels Hoofdstedelijk Gewest, Belgium
| | - Audrey Hennequin
- 2Unité de Phase I, Centre Georges François Leclerc, Dijon Cedex, France
| | | | | | - Anja Williams
- 5Sarah Cannon Research Institute SCRI UK, London, United Kingdom, London, England, United Kingdom
| | | | - Gianluca Del Conte
- 7Department of Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Sacha J. Howell
- 8Department of Oncology, The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Michela Palleschi
- 9Department of Medical Oncology, IRCCS- Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Matteo Simonelli
- 10Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (Milan), Italy, and IRCCS Humanitas Research Hospital, Rozzano (Milan), Italy
| | | | - Diego Tosi
- 12Early Clinical Trial Unit, Institut du Cancer de Montpellier, Montpellier, France
| | | | | | - Pierfrancesco Tassone
- 15Translational Medical Oncology, AOU Mater Domini, Magna Graecia University, Catanzaro, Italy
| | | | - Simon Waters
- 17Clinical Trials Unit, Velindre Cancer Centre, Cardiff, United Kingdom
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Vangoitsenhoven M, Theys E, Van Baelen K, Laenen A, Desmedt C, Floris G, Wildiers H, Punie K, Han S, Baert T, Amant F, Smeets A, Nevelsteen I, Vanhoudt R, Neven P. Abstract P4-03-20: Association between reproductive factors (parity and age first full term birth) and the frequency of estrogen receptor negative breast cancer according to age at diagnosis. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p4-03-20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background: The frequency of early estrogen receptor (ER)-negative breast cancers (BC) decreases with increasing age at diagnosis (Partridge P, JCO 2016). Giving birth is generally considered a protective factor for the occurrence of BC in a woman’s lifetime. However, for up to more than 20 years following childbirth, BC risk may be higher. This appears to be due to an increase in hormone receptor-positive BC, especially in women older at the time of 1st childbirth (Nichols HB, Ann Int Med 2019). This means that the ER-negative BC are relatively less frequent in these 2 decades after delivery. In this study, we aimed at retrospectively investigating the impact of parity and age at first full term pregnancy (FFTP) on the frequency of ER-negative BC according to the age at diagnosis in a large institutional cohort of patients diagnosed with BC.
Patients and Methods: We considered all patients diagnosed and/or treated with early BC in UZ Leuven between January 2000 and November 2020. ER-negativity was defined as < 1% positive cells. Age at diagnosis was subdivided in categories of 5 years. Parous women could be having a low (1 or 2 children) or high parity (> 2 children) and age of FFTP was arbitrarily divided into < or ≥ 27 years of age. BMI was considered a possible confounder and was corrected for. A logistic regression model was used for data analysis with ER-negative status as binary outcome and FFTP class and multiparity as explanatory variables. To test whether the difference in ER-negative proportions between FFTP classes depends on multiparity, we modelled the interaction between multiparity and FFTP class.
Results: We included 9955 consecutive female patients after excluding missing values. 8358 out of 9955 women had at least 1 child (84%). In our study population, parity as such was not an independent variable for BC subtype. Women with a FFTP ≥ 27y as compared to those with a FFTP < 27y were less likely to have an ER-negative BC. The p-value for the interaction term between high parity (>2 children) and FFTP class equals p= 0.0044. Hence, there is statistical evidence to suggest that the differences between FFTP categories with regards to ER-negative BC may depend on multiparity. Table 1 shows a lower incidence of ER-negative BC in the FFTP ≥ 27y group compared to the FFTP < 27y group in case of high parity. Table 2 shows the absolute proportion. These results seem to be independent of BMI.
Conclusion: Women with a FFTP at 27 years of age or older and more than 2 children have proportionally less ER-negative type breast cancers as compared to women with a FFTP before 27 years of age. This difference between FFTP classes is not observed in absence of high parity.
Table 1: effect of FFTP class by multiparity
Table 2: proportion of ER-negative breast cancer subtype
Citation Format: Maja Vangoitsenhoven, Evert Theys, Karen Van Baelen, Annouschka Laenen, Christine Desmedt, Giuseppe Floris, Hans Wildiers, Kevin Punie, Sileny Han, Thaïs Baert, Frédéric Amant, Ann Smeets, Ines Nevelsteen, Rani Vanhoudt, Patrick Neven. Association between reproductive factors (parity and age first full term birth) and the frequency of estrogen receptor negative breast cancer according to age at diagnosis [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P4-03-20.
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Affiliation(s)
| | | | - Karen Van Baelen
- 3Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Vlaams-Brabant, Belgium
| | | | - Christine Desmedt
- 5Laboratory for Translation Breast Cancer Research/KU Leuven, Belgium
| | | | | | - Kevin Punie
- 8Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven Cancer Institute and University Hospitals Leuven, Belgium
| | - Sileny Han
- 9University Hospitals Leuven, Leuven, Vlaams-Brabant, Belgium
| | | | | | - Ann Smeets
- 12Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ines Nevelsteen
- 13Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | | | - Patrick Neven
- 15Universitair Ziekenhuis Leuven, Leuven, Vlaams-Brabant, Belgium
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Van Baelen K, Geukens T, Maetens M, Tjan-Heijnen V, Lord CJ, Linn S, Bidard FC, Richard F, Yang WW, Steele RE, Pettitt SJ, Van Ongeval C, De Schepper M, Isnaldi E, Nevelsteen I, Smeets A, Punie K, Voorwerk L, Wildiers H, Floris G, Vincent Salomon A, Derksen PWB, Neven P, Senkus E, Sawyer E, Kok M, Desmedt C. Corrigendum to "Current and future diagnostic and treatment strategies for patients with invasive lobular breast cancer": [Annals of Oncology 33 (2022) 769-785]. Ann Oncol 2023; 34:326. [PMID: 36529568 DOI: 10.1016/j.annonc.2022.11.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Affiliation(s)
- K Van Baelen
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven; Department of Gynaecology and Obstetrics, UZ Leuven, Leuven, Belgium
| | - T Geukens
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven; Department of General Medical Oncology, UZ Leuven, Leuven, Belgium
| | - M Maetens
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven
| | - V Tjan-Heijnen
- Department of Medical Oncology Department, Maastricht University Medical Center (MUMC), School of GROW, Maastricht, The Netherlands
| | - C J Lord
- The CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - S Linn
- Department of Pathology, University Medical Center Utrecht, Utrecht; Department of Medical Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands; Department of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - F-C Bidard
- Department of Medical Oncology, Institut Curie, UVSQ/Paris-Saclav University, Paris, France
| | - F Richard
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven
| | - W W Yang
- The CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - R E Steele
- The CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - S J Pettitt
- The CRUK Gene Function Laboratory and Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | | | - M De Schepper
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven; Department of Pathology, UZ Leuven, Leuven, Belgium
| | - E Isnaldi
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven
| | - I Nevelsteen
- Department of Surgical Oncology, UZ Leuven, Leuven, Belgium
| | - A Smeets
- Department of Surgical Oncology, UZ Leuven, Leuven, Belgium
| | - K Punie
- Department of General Medical Oncology, UZ Leuven, Leuven, Belgium
| | - L Voorwerk
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands; Department of Tumour Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - H Wildiers
- Department of General Medical Oncology, UZ Leuven, Leuven, Belgium
| | - G Floris
- Department of Pathology, UZ Leuven, Leuven, Belgium
| | | | - P W B Derksen
- Department of Pathology, University Medical Center Utrecht, Utrecht
| | - P Neven
- Department of Gynaecology and Obstetrics, UZ Leuven, Leuven, Belgium
| | - E Senkus
- Department of Oncology and Radiotherapy, Medical University of Gdańsk, Gdańsk, Poland
| | - E Sawyer
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - M Kok
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands; Department of Tumour Biology and Immunology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - C Desmedt
- Laboratory for Translational Breast Cancer Research (LTBCR), Department of Oncology, KU Leuven, Leuven.
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Lambrechts Y, Hatse S, Kenis C, Decoster L, de Azambuja E, Jerusalem G, Neven P, Lago LD, Denys H, Vuylsteke P, Cornelis F, Punie K, Floris G, Desmedt C, Laenen A, Pondé N, Wildiers H. Abstract P4-01-29: Ribociclib plus letrozole alters the immune subset composition in older (≥70 yrs.) patients with HR+/HER2- metastatic breast cancer. Cancer Res 2023. [DOI: 10.1158/1538-7445.sabcs22-p4-01-29] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Abstract
Background The combination of CDK4/6 inhibitors and endocrine therapy is the current standard first-line therapy for patients with HR+/HER2- metastatic breast cancer (mBC). Preliminary data suggest that CDK4/6 inhibitors not only induce tumor response by blocking CDK-dependent cell growth but that they can also alter the host immune function and stimulate tumor cell-directed immunity. However, clinical data are scarce, and no data exist about the impact of age and frailty, which are known to impact host immunity (immunosenescence). Materials and methods This prospective ongoing study is evaluating the efficacy and toxicity of the CDK4/6 inhibitor ribociclib and letrozole in older (≥ 70 years) patients with HR+/HER2- mBC (RIBOB, NCT03956654). In the associated blood biomarker sub-study, we investigate the impact of ribociclib and letrozole on the immune subset composition. Immune cell subsets were analyzed using flowcytometry (BD FACSVerse™) of peripheral blood mononuclear cells isolated at baseline (before ribociclib administration) and after three months of ribociclib treatment. In total, six multicolor flow cytometry staining panels were set up to investigate the changes in the immune cell subsets (CD4+ T-cell subsets, CD8+ T-cell subsets, general immune cell subsets, T-regulatory cell subsets, T-cell activation status subsets, and myeloid-derived suppressor cells subsets). Frailty status was assessed at baseline using the G8 screening tool (range score: 0-17) as a proxy. The paired t-test and matched-pairs Wilcoxon signed-rank test are used to evaluate changes in immune subset composition between baseline and after three months. The unpaired t-test and Mann-Whitney U test are used to evaluate differences in immune subset composition between frail and fit patients. Results Immune cell subset distribution and evolution were available for 15 older patients (median age: 77 yrs.; IQR 74-83), 4 considered fit (G8-score >14), and 11 frail (G8-score ≤14). Firstly, we analyzed the difference in immune subset composition between baseline and three months for the whole cohort. There was a significant increase of naïve T-regulatory cells (p=0.0012) and a significant increase in CD8+ T-cell activation indicated by an upregulation of HLA-DR+ (p=0.0055) and CD38+ (p=0.0203). Secondly, the difference in immune subset composition between fit and frail persons was assessed showing a lower activation status of CD4+ and CD8+ T-cell subsets in frail persons at baseline, as assessed by several activation markers: CD4+PD1+ (p=0.0051), CD4+PD1+CD69+ (p=0.0013), CD8+PD1+ (p=0.0073), and CD8+PD1+CD69+ (p=0.0339). These significant differences between fit and frail disappeared after three months, largely because of increased T-cell activation in the frail subset. Conclusion Ribociclib plus letrozole treatment for three months results in an upregulation of the T-regulatory cells’ naïve subset, suggesting an expansion of the T-cell repertoire, which is compatible with immune cell activation. Furthermore, the activation status of the CD8+ T-cells was upregulated. These observations confirm recent findings reported by Scirocchi F. et al. (Lancet, 2022). In addition, frail older patients show a lower baseline T-cell activation status compared to fit older patients but seem to have increased T-cell activation after treatment exposure. In the future, correlations with treatment response will be evaluated when follow-up data matures. Our data encourage the further assessment of immune cell modulation in combination with CDK4/6 inhibitors in the treatment of patients with metastatic breast cancer.
Citation Format: Yentl Lambrechts, Sigrid Hatse, Cindy Kenis, Lore Decoster, Evandro de Azambuja, Guy Jerusalem, Patrick Neven, Lissandra Dal Lago, Hannelore Denys, Peter Vuylsteke, Frank Cornelis, Kevin Punie, Giuseppe Floris, Christine Desmedt, Annouschka Laenen, Noam Pondé, Hans Wildiers. Ribociclib plus letrozole alters the immune subset composition in older (≥70 yrs.) patients with HR+/HER2- metastatic breast cancer [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P4-01-29.
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Affiliation(s)
| | - Sigrid Hatse
- 2Laboratory of Experimental Oncology, Department of Oncology, KU Leuven, Leuven, Belgium
| | | | - Lore Decoster
- 4Department of Medical Oncology, Universitair Ziekenhuis Brussel (UZ Brussel), Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Evandro de Azambuja
- 5Academic Trials Promoting Team and Medical Oncology Department, Institut Jules Bordet and l’Université Libre de Bruxelles (U.L.B.), Brussels, Belgium
| | - Guy Jerusalem
- 6Department of Medical Oncology, University Hospital of Liege, CHU Sart Tilman, Liege, Belgium
| | - Patrick Neven
- 7Universitair Ziekenhuis Leuven, Leuven, Vlaams-Brabant, Belgium
| | | | - Hannelore Denys
- 9Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent, Belgium
| | | | - Frank Cornelis
- 11Medical Oncology Department, King Albert II Cancer Institute, Cliniques Universitaires Saint-Luc, Université Catholique de Louvain, Brussels, Belgium
| | - Kevin Punie
- 12Department of General Medical Oncology and Multidisciplinary Breast Centre, Leuven Cancer Institute and University Hospitals Leuven, Belgium
| | | | - Christine Desmedt
- 14Laboratory for Translation Breast Cancer Research/KU Leuven, Belgium
| | | | - Noam Pondé
- 16Department of Medical Oncology, A.C. Camargo Cancer Center, São Paulo, Brazil
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Morra A, Schreurs MAC, Andrulis IL, Anton-Culver H, Augustinsson A, Beckmann MW, Behrens S, Bojesen SE, Bolla MK, Brauch H, Broeks A, Buys SS, Camp NJ, Castelao JE, Cessna MH, Chang-Claude J, Chung WK, Collaborators N, Colonna SV, Couch FJ, Cox A, Cross SS, Czene K, Daly MB, Dennis J, Devilee P, Dörk T, Dunning AM, Dwek M, Easton DF, Eccles DM, Eriksson M, Evans DG, Fasching PA, Fehm TN, Figueroa JD, Flyger H, Gabrielson M, Gago-Dominguez M, García-Closas M, García-Sáenz JA, Genkinger J, Grassmann F, Gündert M, Hahnen E, Haiman CA, Hamann U, Harrington PA, Hartikainen JM, Hoppe R, Hopper JL, Houlston RS, Howell A, Investigators A, Investigators KC, Jakubowska A, Janni W, Jernström H, John EM, Johnson N, Jones ME, Kristensen VN, Kurian AW, Lambrechts D, Marchand LL, Lindblom A, Lubiński J, Lux MP, Mannermaa A, Mavroudis D, Mulligan AM, Muranen TA, Nevanlinna H, Nevelsteen I, Neven P, Newman WG, Obi N, Offit K, Olshan AF, Park-Simon TW, Patel AV, Peterlongo P, Phillips KA, Plaseska-Karanfilska D, Polley EC, Presneau N, Pylkäs K, Rack B, Radice P, Rashid MU, Rhenius V, Robson M, Romero A, Saloustros E, Sawyer EJ, Schmutzler RK, Schuetze S, Scott C, Shah M, Smichkoska S, Southey MC, Tapper WJ, Teras LR, Tollenaar RAEM, Tomczyk K, Tomlinson I, Troester MA, Vachon CM, van Veen EM, Wang Q, Wendt C, Wildiers H, Winqvist R, Ziogas A, Hall P, Pharoah PDP, Adank MA, Hollestelle A, Schmidt MK, Hooning MJ. Association of the CHEK2 c.1100delC variant, radiotherapy, and systemic treatment with contralateral breast cancer risk and breast cancer-specific survival. Res Sq 2023:rs.3.rs-2569372. [PMID: 36824750 PMCID: PMC9949248 DOI: 10.21203/rs.3.rs-2569372/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
Breast cancer (BC) patients with a germline CHEK2 c.1100delC variant have an increased risk of contralateral BC (CBC) and worse BC-specific survival (BCSS) compared to non-carriers. We aimed to assess the associations of CHEK2 c.1100delC, radiotherapy, and systemic treatment with CBC risk and BCSS. Analyses were based on 82,701 women diagnosed with invasive BC including 963 CHEK2 c.1100delC carriers; median follow-up was 9.1 years. Differential associations of treatment by CHEK2 c.1100delC status were tested by including interaction terms in a multivariable Cox regression model. A multi-state model was used for further insight into the relation between CHEK2 c.1100delC status, treatment, CBC risk and death. There was no evidence for differential associations of therapy with CBC risk by CHEK2 c.1100delC status The strongest association with reduced CBC risk was observed for the combination of chemotherapy and endocrine therapy [HR(95%CI): 0.66 (0.55-0.78)]. No association was observed with radiotherapy. Results from the multi-state model showed shorter BCSS for CHEK2 c.1100delC carriers versus non-carriers also after accounting for CBC occurrence [HR(95%CI) :1.30 (1.09-1.56)]. In conclusion, systemic therapy was associated with reduced CBC risk irrespective of CHEK2 c.1100delC status. Moreover, CHEK2 c.1100delC carriers had shorter BCSS, which appears not to be fully explained by their CBC risk. (Main MS: 3201 words).
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