1
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Elder AM, Fairchild HR, Kines KT, Cozzens LM, Becks AR, Slansky JE, Anderson SM, Lyons TR. Semaphorin7A and PD-L1 cooperatively drive immunosuppression during mammary involution and breast cancer. Cell Rep 2025; 44:115676. [PMID: 40333186 DOI: 10.1016/j.celrep.2025.115676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 02/06/2025] [Accepted: 04/16/2025] [Indexed: 05/09/2025] Open
Abstract
Postpartum mammary gland remodeling after a pregnancy/lactation cycle is characterized by mechanisms of cell death and inflammation. Here, we show that SEMA7A promotes PD-L1 expression in immune cells of the mammary tissue during involution. These same phenotypes are mimicked in the microenvironment of SEMA7A-expressing tumors, which partially respond to αPD-1/αPD-L1 treatments in vivo. However, cells that remain after treatment are enriched for SEMA7A expression. Therefore, we tested a monoclonal antibody that directly targets SEMA7A-expressing tumors, in part, by reducing SEMA7A-mediated upregulation of PD-L1. In vivo, the SEMA7A monoclonal antibody reduces tumor growth and/or promotes complete regression of mouse mammary tumors, reduces some immunosuppressive phenotypes in the tumor microenvironment, and restores cytotoxic T cells, suggesting that SEMA7A may be a candidate for immune-based therapy for breast cancer patients.
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Affiliation(s)
- Alan M Elder
- Division of Medical Oncology, Department of Medicine, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Cancer Biology Graduate Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Heather R Fairchild
- Division of Medical Oncology, Department of Medicine, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Kelsey T Kines
- Division of Medical Oncology, Department of Medicine, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Cancer Biology Graduate Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Lauren M Cozzens
- Division of Medical Oncology, Department of Medicine, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Cancer Biology Graduate Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Alexandria R Becks
- Division of Medical Oncology, Department of Medicine, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Cancer Biology Graduate Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Jill E Slansky
- University of Colorado Cancer Center, Aurora, CO, USA; Department of Immunology and Microbiology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | | | - Traci R Lyons
- Division of Medical Oncology, Department of Medicine, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; University of Colorado Cancer Center, Aurora, CO, USA; Young Women's Breast Cancer Translational Program, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
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2
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Pareja F, Bhargava R, Borges VF, Brogi E, Canas Marques R, Cardoso F, Desmedt C, Harigopal M, Lakhani SR, Lee A, Leone JP, Linden H, Lord CJ, Marchio C, Merajver SD, Rakha E, Reis-Filho JS, Richardson A, Sawyer E, Schedin P, Schwartz CJ, Tutt A, Ueno NT, Vincent-Salomon A, Weigelt B, Wen YH, Schnitt SJ, Oesterreich S. Unraveling complexity and leveraging opportunities in uncommon breast cancer subtypes. NPJ Breast Cancer 2025; 11:6. [PMID: 39856067 PMCID: PMC11760369 DOI: 10.1038/s41523-025-00719-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 01/09/2025] [Indexed: 01/27/2025] Open
Abstract
Special histologic subtypes of breast cancer (BC) exhibit unique phenotypes and molecular profiles with diagnostic and therapeutic implications, often differing in behavior and clinical trajectory from common BC forms. Novel methodologies, such as artificial intelligence may improve classification. Genetic predisposition plays roles in a subset of cases. Uncommon BC presentations like male, inflammatory and pregnancy-related BC pose challenges. Emerging therapeutic strategies targeting genetic alterations or immune microenvironment are being explored.
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Affiliation(s)
- Fresia Pareja
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Rohit Bhargava
- Department of Pathology, University of Pittsburgh School of Medicine, UPMC Magee-Womens Hospital, Pittsburgh, PA, USA
| | - Virginia F Borges
- Division of Medical Oncology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Edi Brogi
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Fatima Cardoso
- Breast Unit, Champalimaud Clinical Centre/Champalimaud Foundation, Lisbon, Portugal
| | - Christine Desmedt
- Laboratory for Translational Breast Cancer Research, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Malini Harigopal
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sunil R Lakhani
- UQ Centre for Clinical Research, Faculty of Medicine, The University of Queensland, and Pathology Queensland, Brisbane, QLD, Australia
| | - Adrian Lee
- Women's Cancer Research Center, Magee-Womens Research Institute, UPMC Hillmann Cancer Center, Pittsburgh, PA, USA
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jose Pablo Leone
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Hannah Linden
- Division of Hematology and Oncology, Fred Hutchinson Cancer Center/University of Washington, Seattle, WA, USA
| | - Christopher J Lord
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Caterina Marchio
- Candiolo Cancer Institute, FPO - IRCCS, Candiolo, Turin, Italy
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Sofia D Merajver
- Breast and Ovarian Cancer Risk Evaluation Program, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI, USA
| | - Emad Rakha
- Department of Pathology, School of Medicine, University of Nottingham and Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Jorge S Reis-Filho
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- AstraZeneca, Cambridge, UK
| | | | - Elinor Sawyer
- School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, Guy's Cancer Centre, King's College London, London, UK
| | - Pepper Schedin
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Christopher J Schwartz
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrew Tutt
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Naoto T Ueno
- Breast Medical Oncology, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Anne Vincent-Salomon
- Department of Pathology, Curie Institute, Paris Sciences Lettres University, Paris, France
| | - Britta Weigelt
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Y Hannah Wen
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Stuart J Schnitt
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, USA.
| | - Steffi Oesterreich
- Women's Cancer Research Center, Magee-Womens Research Institute, UPMC Hillmann Cancer Center, Pittsburgh, PA, USA.
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, USA.
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3
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Germain D, Mashaka T, Chattopadhyay M, Polushakov D, Torres-Martin M, Sia D, Jenkins E. Maternal ancestry reveals cyclical aging of the mammary gland. RESEARCH SQUARE 2024:rs.3.rs-4926839. [PMID: 39606444 PMCID: PMC11601869 DOI: 10.21203/rs.3.rs-4926839/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
We present provocative data that in addition to the expected progressive age-related involution, mammary gland aging can occur in a cyclical pattern and is dictated by maternal ancestry. In cyclical aging, mammary glands of 11 and 19 months old mice share genetic and proteomic signatures, which are enriched in breast cancer-related pathways, but are absent at 3 and 14 months. Since incidence of breast cancer shows a bimodal age distribution at 45 (~11m in mice) and 65 (~ 19m in mice), cyclical aging may contribute to these peaks of cancer susceptibility. Conversely, since the mammary glands at 3 and 14 months cluster together hierarchically, the cancer-associated peaks seem separated by a rejuvenation phase. Since cyclical aging is observed in mice with extended lifespan, these findings raise the possibility that if oncogenic mutations are avoided during the pro-oncogenic phases, through its rejuvenation phase, cyclical aging may impact multiple organs leading to extended longevity.
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4
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Walbaum B, García-Fructuoso I, Martínez-Sáez O, Schettini F, Sánchez C, Acevedo F, Chic N, Muñoz-Carrillo J, Adamo B, Muñoz M, Partridge AH, Bellet M, Brasó-Maristany F, Prat A, Vidal M. Hormone receptor-positive early breast cancer in young women: A comprehensive review. Cancer Treat Rev 2024; 129:102804. [PMID: 39084152 DOI: 10.1016/j.ctrv.2024.102804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 07/05/2024] [Accepted: 07/12/2024] [Indexed: 08/02/2024]
Abstract
The incidence of breast cancer in ≤ 40 yr-old women (YWBC) has been steadily increasing in recent decades. Although this group of patients represents less than 10 % of all newly diagnosed BC cases it encompasses a significant burden of disease. Usually underrepresented in clinical trials, YWBCs are also characterized by late diagnoses and poorly differentiated, aggressive-subtype disease, partly explaining its poor prognosis along with a high recurrence risk, and high mortality rates. On the other hand, YWBC treatment poses unique challenges such as preservation of fertility, and long-term toxicity and adverse events. Herein, we summarize the current evidence in hormone receptor-positive YWBC including specific risk factors, clinicopathologic and genomic features, and available evidence on response to chemotherapy and endocrine therapy. Overall, we advocate for a more comprehensive multidisciplinary healthcare model to improve the outcomes and the quality of life of this subset of younger patients.
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Affiliation(s)
- Benjamin Walbaum
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi I Sunyer Biomedical Research Institute, Barcelona, Spain; Department of Medical Oncology, Hospital Clinic of Barcelona, Barcelona, Spain; Department of Medical Oncology, Pontificia Universidad Catolica de Chile, Santiago, Chile; Faculty of Medicine, Universidad Catolica de Chile, Santiago, Chile
| | - Isabel García-Fructuoso
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi I Sunyer Biomedical Research Institute, Barcelona, Spain; Department of Medical Oncology, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Olga Martínez-Sáez
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi I Sunyer Biomedical Research Institute, Barcelona, Spain; Department of Medical Oncology, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Francesco Schettini
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi I Sunyer Biomedical Research Institute, Barcelona, Spain; Department of Medical Oncology, Hospital Clinic of Barcelona, Barcelona, Spain
| | - César Sánchez
- Department of Medical Oncology, Pontificia Universidad Catolica de Chile, Santiago, Chile; Faculty of Medicine, Universidad Catolica de Chile, Santiago, Chile
| | - Francisco Acevedo
- Department of Medical Oncology, Pontificia Universidad Catolica de Chile, Santiago, Chile; Faculty of Medicine, Universidad Catolica de Chile, Santiago, Chile
| | - Nuria Chic
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi I Sunyer Biomedical Research Institute, Barcelona, Spain; Department of Medical Oncology, Hospital Clinic of Barcelona, Barcelona, Spain
| | | | - Barbara Adamo
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi I Sunyer Biomedical Research Institute, Barcelona, Spain; Department of Medical Oncology, Hospital Clinic of Barcelona, Barcelona, Spain; Harvard Medical School, Boston, MA, USA
| | - Montserrat Muñoz
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi I Sunyer Biomedical Research Institute, Barcelona, Spain; Department of Medical Oncology, Hospital Clinic of Barcelona, Barcelona, Spain; Harvard Medical School, Boston, MA, USA
| | - Ann H Partridge
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Meritxell Bellet
- Oncology Department, Breast Cancer Unit, Vall d'Hebron University Hospital and Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - Fara Brasó-Maristany
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi I Sunyer Biomedical Research Institute, Barcelona, Spain; Institute of Cancer and Blood Disorders, Hospital Clinic of Barcelona, Barcelona, Spain; Reveal Genomics, Barcelona, Spain
| | - Aleix Prat
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi I Sunyer Biomedical Research Institute, Barcelona, Spain; Institute of Cancer and Blood Disorders, Hospital Clinic of Barcelona, Barcelona, Spain; Reveal Genomics, Barcelona, Spain; Institute of Oncology (IOB)-Hospital Quironsalud, Barcelona, Spain; Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
| | - Maria Vidal
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi I Sunyer Biomedical Research Institute, Barcelona, Spain; Department of Medical Oncology, Hospital Clinic of Barcelona, Barcelona, Spain; Institute of Oncology (IOB)-Hospital Quironsalud, Barcelona, Spain; Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain.
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5
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McDonald JA, Liao Y, Knight JA, John EM, Kurian AW, Daly M, Buys SS, Huang Y, Frost CJ, Andrulis IL, Colonna SV, Friedlander ML, Hopper JL, Chung WK, Genkinger JM, MacInnis RJ, Terry MB. Pregnancy-Related Factors and Breast Cancer Risk for Women Across a Range of Familial Risk. JAMA Netw Open 2024; 7:e2427441. [PMID: 39186276 DOI: 10.1001/jamanetworkopen.2024.27441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/27/2024] Open
Abstract
Importance Few studies have investigated whether the associations between pregnancy-related factors and breast cancer (BC) risk differ by underlying BC susceptibility. Evidence regarding variation in BC risk is critical to understanding BC causes and for developing effective risk-based screening guidelines. Objective To examine the association between pregnancy-related factors and BC risk, including modification by a of BC where scores are based on age and BC family history. Design, Setting, and Participants This cohort study included participants from the prospective Family Study Cohort (ProF-SC), which includes the 6 sites of the Breast Cancer Family Registry (US, Canada, and Australia) and the Kathleen Cuningham Foundation Consortium (Australia). Analyses were performed in a cohort of women enrolled from 1992 to 2011 without any personal history of BC who were followed up through 2017 with a median (range) follow-up of 10 (1-23) years. Data were analyzed from March 1992 to March 2017. Exposures Parity, number of full-term pregnancies (FTP), age at first FTP, years since last FTP, and breastfeeding. Main Outcomes and Measures BC diagnoses were obtained through self-report or report by a first-degree relative and confirmed through pathology and data linkages. Cox proportional hazards regression models estimated hazard ratios (HR) and 95% CIs for each exposure, examining modification by PARS of BC. Differences were assessed by estrogen receptor (ER) subtype. Results The study included 17 274 women (mean [SD] age, 46.7 [15.1] years; 791 African American or Black participants [4.6%], 1399 Hispanic or Latinx participants [8.2%], and 13 790 White participants [80.7%]) with 943 prospectively ascertained BC cases. Compared with nulliparous women, BC risk was higher after a recent pregnancy for those women with higher PARS (last FTP 0-5 years HR for interaction, 1.53; 95% CI, 1.13-2.07; P for interaction < .001). Associations between other exposures were limited to ER-negative disease. ER-negative BC was positively associated with increasing PARS and increasing years since last FTP (P for interaction < .001) with higher risk for recent pregnancy vs nulliparous women (last FTP 0-5 years HR for interaction, 1.54; 95% CI, 1.03-2.31). ER-negative BC was positively associated with increasing PARS and being aged 20 years or older vs less than 20 years at first FTP (P for interaction = .002) and inversely associated with multiparity vs nulliparity (P for interaction = .01). Conclusions and Relevance In this cohort study of women with no prior BC diagnoses, associations between pregnancy-related factors and BC risk were modified by PARS, with greater associations observed for ER-negative BC.
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Affiliation(s)
| | - Yuyan Liao
- Columbia University Irving Medical Center, New York, New York
| | - Julia A Knight
- Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Esther M John
- Stanford University School of Medicine, Stanford, California
| | | | - Mary Daly
- Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Saundra S Buys
- University of Utah Health Sciences Center, Salt Lake City
| | - Yun Huang
- Ministry of Education, Shanghai Key Laboratory of Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine and School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Caren J Frost
- College of Social Work, The University of Utah, Salt Lake City
| | - Irene L Andrulis
- Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - Sarah V Colonna
- University of Utah Health Huntsman Cancer Institute, Salt Lake City
| | | | - John L Hopper
- Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
| | - Wendy K Chung
- Columbia University Irving Medical Center, New York, New York
| | | | - Robert J MacInnis
- Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia
- Cancer Council Victoria, East Melbourne, Victoria, Australia
| | - Mary Beth Terry
- Columbia University Irving Medical Center, New York, New York
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6
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Harris MA, Savas P, Virassamy B, O'Malley MMR, Kay J, Mueller SN, Mackay LK, Salgado R, Loi S. Towards targeting the breast cancer immune microenvironment. Nat Rev Cancer 2024; 24:554-577. [PMID: 38969810 DOI: 10.1038/s41568-024-00714-6] [Citation(s) in RCA: 56] [Impact Index Per Article: 56.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/31/2024] [Indexed: 07/07/2024]
Abstract
The tumour immune microenvironment is shaped by the crosstalk between cancer cells, immune cells, fibroblasts, endothelial cells and other stromal components. Although the immune tumour microenvironment (TME) serves as a source of therapeutic targets, it is also considered a friend or foe to tumour-directed therapies. This is readily illustrated by the importance of T cells in triple-negative breast cancer (TNBC), culminating in the advent of immune checkpoint therapy in combination with cytotoxic chemotherapy as standard of care for both early and advanced-stage TNBC, as well as recent promising signs of efficacy in a subset of hormone receptor-positive disease. In this Review, we discuss the various components of the immune TME in breast cancer and therapies that target or impact the immune TME, as well as the complexity of host physiology.
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Affiliation(s)
- Michael A Harris
- The Sir Peter MacCallum Department of Medical Oncology, University of Melbourne, Melbourne, Victoria, Australia
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Peter Savas
- The Sir Peter MacCallum Department of Medical Oncology, University of Melbourne, Melbourne, Victoria, Australia
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Balaji Virassamy
- The Sir Peter MacCallum Department of Medical Oncology, University of Melbourne, Melbourne, Victoria, Australia
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Megan M R O'Malley
- The Sir Peter MacCallum Department of Medical Oncology, University of Melbourne, Melbourne, Victoria, Australia
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Jasmine Kay
- The Sir Peter MacCallum Department of Medical Oncology, University of Melbourne, Melbourne, Victoria, Australia
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Scott N Mueller
- Department of Microbiology and Immunology at the Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Parkville, Victoria, Australia
| | - Laura K Mackay
- Department of Microbiology and Immunology at the Peter Doherty Institute for Infection and Immunity, The University of Melbourne, Parkville, Victoria, Australia
| | - Roberto Salgado
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Department of Pathology, ZAS Ziekenhuizen, Antwerp, Belgium
| | - Sherene Loi
- The Sir Peter MacCallum Department of Medical Oncology, University of Melbourne, Melbourne, Victoria, Australia.
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
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7
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Chattopadhyay M, Jenkins EC, Janssen W, Mashaka T, Germain D. Idiosyncratic nature of lactation reveals link to breast cancer risk. RESEARCH SQUARE 2024:rs.3.rs-4601714. [PMID: 38978600 PMCID: PMC11230499 DOI: 10.21203/rs.3.rs-4601714/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
Breastfeeding protects against breast cancer in some women but not others, however the mechanism remains elusive. Lactation requires intense secretory activity of the endoplasmic reticulum (ER) for the production of milk proteins and ER-mitochondria contacts for lipid synthesis. We show that in female mice that share the same nuclear genome (BL/6) but differ in mitochondrial genomes (C57 or NZB), the biological processes engaged during lactation are entirely different at the sub-cellular organization and transcriptional levels resulting in anti-tumorigenic lactation in BL/6C57 females and pro-tumorigenic lactation in BL/6NZB females. Single cell sequencing identified a sub-population of cells, uniquely amplified during lactation in BL/6NZB females, which shares the genetic signature that characterizes post-partum breast cancer (PPBC) in humans relative to matched breast cancers in never pregnant women. Our data indicate that differences in ER and mitochondrial-stress responses during lactation between genotypes inadvertently leads to loss of p53 tumor suppressor function in BL/6NZB females allowing the expansion of the PPBC-like sub-population of cells. Overall, our data reveals the unexpected idiosyncratic nature of lactation and its impacts on the risk of the development of PPBC.
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Affiliation(s)
- Mrittika Chattopadhyay
- Icahn School of Medicine at Mount Sinai, Tisch Cancer Institute, Department of Medicine, Division of Hematology/ Oncology, New York, 10029, NY, USA
| | - Edmund Charles Jenkins
- Icahn School of Medicine at Mount Sinai, Tisch Cancer Institute, Department of Medicine, Division of Hematology/ Oncology, New York, 10029, NY, USA
| | - William Janssen
- Icahn School of Medicine at Mount Sinai, Microscopy and Advanced Bioimaging Core, New York, 10029, NY, USA
| | - Thelma Mashaka
- Icahn School of Medicine at Mount Sinai, Tisch Cancer Institute, Department of Medicine, Division of Hematology/ Oncology, New York, 10029, NY, USA
| | - Doris Germain
- Icahn School of Medicine at Mount Sinai, Tisch Cancer Institute, Department of Medicine, Division of Hematology/ Oncology, New York, 10029, NY, USA
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8
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Bernhardt SM, Ozaki MK, Betts C, Bleyle LA, DeBarber AE, Fornetti J, Liberty AL, Wilde De E, Zhang Y, Xia Z, Schedin P. Altered liver metabolism post-wean abolishes efficacy of vitamin D for breast cancer prevention in a mouse model. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.28.596304. [PMID: 38854129 PMCID: PMC11160686 DOI: 10.1101/2024.05.28.596304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
Young women have increased risk of vitamin D deficiency, which may increase breast cancer incidence. Here, we assessed the anti-cancer efficacy of vitamin D in mouse models of young-onset breast cancer. In never-pregnant mice, vitamin D supplementation increased serum 25(OH)D and hepatic 1,25(OH)2D3, reduced tumor size, and associated with anti-tumor immunity. These anti-tumor effects were not replicated in a mouse model of postpartum breast cancer, where hepatic metabolism of vitamin D was suppressed post-wean, which resulted in deficient serum 25(OH)D and reduced hepatic 1,25(OH)2D3. Treatment with active 1,25(OH)2D3 induced hypercalcemia exclusively in post-wean mice, highlighting metabolic imbalance post-wean. RNAseq revealed suppressed CYP450 expression postpartum. In sum, we provide evidence that vitamin D anti-tumor activity is mediated through immunomodulatory mechanisms and is ineffective in the post-wean window due to altered hepatic metabolism. These findings have implications for suppressed xenobiotic metabolism in postpartum women beyond vitamin D.
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Affiliation(s)
- Sarah M Bernhardt
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Michelle K Ozaki
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Courtney Betts
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Lisa A Bleyle
- Bioanalytical Shared Resource/Pharmacokinetics Core Facility, University Shared Resources, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA
| | - Andrea E DeBarber
- Bioanalytical Shared Resource/Pharmacokinetics Core Facility, University Shared Resources, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA
| | - Jaime Fornetti
- Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, 84112, USA
| | - Abigail L Liberty
- Division of Complex Family Planning, Department of Obstetrics & Gynecology, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Elise Wilde De
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Yi Zhang
- Computational Biology Program, Oregon Health & Science University, Portland, OR 97201, USA
| | - Zheng Xia
- Computational Biology Program, Oregon Health & Science University, Portland, OR 97201, USA
| | - Pepper Schedin
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
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9
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Stibbards-Lyle M, Malinovska J, Badawy S, Schedin P, Rinker KD. Status of breast cancer detection in young women and potential of liquid biopsy. Front Oncol 2024; 14:1398196. [PMID: 38835377 PMCID: PMC11148378 DOI: 10.3389/fonc.2024.1398196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 05/01/2024] [Indexed: 06/06/2024] Open
Abstract
Young onset breast cancer (YOBC) is an increasing demographic with unique biology, limited screening, and poor outcomes. Further, women with postpartum breast cancers (PPBCs), cancers occurring up to 10 years after childbirth, have worse outcomes than other young breast cancer patients matched for tumor stage and subtype. Early-stage detection of YOBC is critical for improving outcomes. However, most young women (under 45) do not meet current age guidelines for routine mammographic screening and are thus an underserved population. Other challenges to early detection in this population include reduced performance of standard of care mammography and reduced awareness. Women often face significant barriers in accessing health care during the postpartum period and disadvantaged communities face compounding barriers due to systemic health care inequities. Blood tests and liquid biopsies targeting early detection may provide an attractive option to help address these challenges. Test development in this area includes understanding of the unique biology involved in YOBC and in particular PPBCs that tend to be more aggressive and deadly. In this review, we will present the status of breast cancer screening and detection in young women, provide a summary of some unique biological features of YOBC, and discuss the potential for blood tests and liquid biopsy platforms to address current shortcomings in timely, equitable detection.
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Affiliation(s)
- Maya Stibbards-Lyle
- Department of Biomedical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada
- Cellular and Molecular Bioengineering Research Lab, University of Calgary, Calgary, AB, Canada
| | - Julia Malinovska
- Department of Biomedical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada
- Cellular and Molecular Bioengineering Research Lab, University of Calgary, Calgary, AB, Canada
| | - Seleem Badawy
- Department of Biomedical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada
- Cellular and Molecular Bioengineering Research Lab, University of Calgary, Calgary, AB, Canada
| | - Pepper Schedin
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, United States
| | - Kristina D Rinker
- Department of Biomedical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada
- Cellular and Molecular Bioengineering Research Lab, University of Calgary, Calgary, AB, Canada
- Arnie Charbonneau Cancer Institute, University of Calgary, Calgary, AB, Canada
- Department of Physiology and Pharmacology, University of Calgary, Calgary, AB, Canada
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10
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Zhang Z, Ye S, Bernhardt SM, Nelson HD, Velie EM, Borges VF, Woodward ER, Evans DGR, Schedin PJ. Postpartum Breast Cancer and Survival in Women With Germline BRCA Pathogenic Variants. JAMA Netw Open 2024; 7:e247421. [PMID: 38639936 PMCID: PMC11031688 DOI: 10.1001/jamanetworkopen.2024.7421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 02/18/2024] [Indexed: 04/20/2024] Open
Abstract
Importance In young-onset breast cancer (YOBC), a diagnosis within 5 to 10 years of childbirth is associated with increased mortality. Women with germline BRCA1/2 pathogenic variants (PVs) are more likely to be diagnosed with BC at younger ages, but the impact of childbirth on mortality is unknown. Objective To determine whether time between most recent childbirth and BC diagnosis is associated with mortality among patients with YOBC and germline BRCA1/2 PVs. Design, Setting, and Participants This prospective cohort study included women with germline BRCA1/2 PVs diagnosed with stage I to III BC at age 45 years or younger between 1950 and 2021 in the United Kingdom, who were followed up until November 2021. Data were analyzed from December 3, 2021, to November 29, 2023. Exposure Time between most recent childbirth and subsequent BC diagnosis, with recent childbirth defined as 0 to less than 10 years, further delineated to 0 to less than 5 years and 5 to less than 10 years. Main Outcomes and Measures The primary outcome was all-cause mortality, censored at 20 years after YOBC diagnosis. Mortality of nulliparous women was compared with the recent post partum groups and the 10 or more years post partum group. Cox proportional hazards regression analyses were adjusted for age, tumor stage, and further stratified by tumor estrogen receptor (ER) and BRCA gene status. Results Among 903 women with BRCA PVs (mean [SD] age at diagnosis, 34.7 [6.1] years; mean [SD] follow-up, 10.8 [9.8] years), 419 received a BC diagnosis 0 to less than 10 years after childbirth, including 228 women diagnosed less than 5 years after childbirth and 191 women diagnosed 5 to less than 10 years after childbirth. Increased all-cause mortality was observed in women diagnosed within 5 to less than 10 years post partum (hazard ratio [HR], 1.56 [95% CI, 1.05-2.30]) compared with nulliparous women and women diagnosed 10 or more years after childbirth, suggesting a transient duration of postpartum risk. Risk of mortality was greater for women with ER-positive BC in the less than 5 years post partum group (HR, 2.35 [95% CI, 1.02-5.42]) and ER-negative BC in the 5 to less than 10 years post partum group (HR, 3.12 [95% CI, 1.22-7.97]) compared with the nulliparous group. Delineated by BRCA1 or BRCA2, mortality in the 5 to less than 10 years post partum group was significantly increased, but only for BRCA1 carriers (HR, 2.03 [95% CI, 1.15-3.58]). Conclusions and Relevance These findings suggest that YOBC with germline BRCA PVs was associated with increased risk for all-cause mortality if diagnosed within 10 years after last childbirth, with risk highest for ER-positive BC diagnosed less than 5 years post partum, and for ER-negative BC diagnosed 5 to less than 10 years post partum. BRCA1 carriers were at highest risk for poor prognosis when diagnosed at 5 to less than 10 years post partum. No such associations were observed for BRCA2 carriers. These results should inform genetic counseling, prevention, and treatment strategies for BRCA PV carriers.
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Affiliation(s)
- Zhenzhen Zhang
- Division of Oncological Sciences, Oregon Health & Science University, Portland
- Knight Cancer Institute, Oregon Health & Science University, Portland
| | - Shangyuan Ye
- Biostatistics Shared Resource, Knight Cancer Institute, Oregon Health & Science University, Portland
| | - Sarah M. Bernhardt
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland
| | - Heidi D. Nelson
- Kaiser Permanente Bernard D. Tyson School of Medicine, Pasadena, California
| | - Ellen M. Velie
- Zilber College of Public Health, University of Wisconsin-Milwaukee, Milwaukee
- Departments of Medicine and Pathology, Medical College of Wisconsin, Milwaukee
| | - Virginia F. Borges
- Young Women’s Breast Cancer Translational Program, Division of Medical Oncology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora
| | - Emma R. Woodward
- Manchester Centre for Genomic Medicine, Manchester Academic Health Sciences Centre, Division of Evolution Infection and Genomic Science, St Mary’s Hospital, University of Manchester, Manchester, United Kingdom
- Prevent Breast Cancer Centre, University Hospital of South Manchester NHS Trust, Wythenshawe, Manchester, United Kingdom
- Manchester Centre for Genomic Medicine, St Mary’s Hospital, Central Manchester University Hospitals NHS Foundation Trust, Manchester, United Kingdom
- Manchester Breast Centre, University of Manchester, Manchester, United Kingdom
| | - D. Gareth R. Evans
- Manchester Centre for Genomic Medicine, Manchester Academic Health Sciences Centre, Division of Evolution Infection and Genomic Science, St Mary’s Hospital, University of Manchester, Manchester, United Kingdom
- Prevent Breast Cancer Centre, University Hospital of South Manchester NHS Trust, Wythenshawe, Manchester, United Kingdom
- Manchester Centre for Genomic Medicine, St Mary’s Hospital, Central Manchester University Hospitals NHS Foundation Trust, Manchester, United Kingdom
- Manchester Breast Centre, University of Manchester, Manchester, United Kingdom
| | - Pepper J. Schedin
- Knight Cancer Institute, Oregon Health & Science University, Portland
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland
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11
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Paik PS, Choi JE, Lee SW, Lee YJ, Kang YJ, Lee HJ, Bae SY. Clinical characteristics and prognosis of postpartum breast cancer. Breast Cancer Res Treat 2023; 202:275-286. [PMID: 37542632 DOI: 10.1007/s10549-023-07069-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 07/20/2023] [Indexed: 08/07/2023]
Abstract
PURPOSE Postpartum breast cancer (PPBC) is a not well-established subset of breast cancer, and only few studies address its poorer prognosis. However, previous studies show that PPBC is associated with worse outcome with higher rates of metastasis than in young women's breast cancer (YWBC). We aimed to analyze the clinical characteristics and prognosis of PPBC based on the diagnosis period of PPBC. METHODS We retrospectively reviewed 208,780 patients with breast cancer from the Korean Breast Cancer Society registry (KBCSR) database between January 2000 and December 2014. We included premenopausal women aged 20-50 years who underwent breast cancer surgery. The patients were classified by 5-year intervals according to the diagnosis period of breast cancer, from the first birth to the breast cancer diagnosis. RESULTS Compared with patients in the other groups, patients diagnosed within postpartum 5 years (PPBC < 5 years) group were younger, had a more advanced stage, had lower estrogen receptor (ER) and progesterone receptor (PR) expression, and had a higher human epidermal growth factor receptor 2 (HER2) positive rate. Further, PPBC < 5 years group had a worse survival rate than the nulliparous and other groups (5-year cumulative survival: PPBC < 5 years group, 89%; nulliparous group, 97.3%; 5 ≤ PPBC < 10 years group, 93%). In the multivariate analysis, the PPBC < 5 years group was associated with a worse survival rate (hazard ratio 1.55, 95% confidence interval [CI] 1.148-2.094, p 0.004) after adjustment for age at diagnosis, breast cancer stage, ER and HER2 status, Ki-67 level, and chemotherapy. CONCLUSION Our findings indicated that patients diagnosed with breast cancer within the first 5 years after delivery had aggressive characteristics and a poor survival rate. It is important to elucidate the pathophysiology of PPBC and establish novel therapeutic strategies to improve the survival rate.
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Affiliation(s)
- Pill Sun Paik
- Department of Surgery, Bucheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Jung Eun Choi
- Department of Surgery, Yeungnam University College of Medicine, Daegu, Republic of Korea
| | - Seok Won Lee
- Department of Surgery, Biomedical Research Institute, Pusan National University Hospital, School of Medicine, Pusan National University, Pusan, Republic of Korea
| | - Young Joo Lee
- Department of Surgery,incheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Young-Joon Kang
- Department of Surgery, Incheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Hyouk Jin Lee
- Breast & Thyroid Clinic, Saegyaero Hospital, Busan, Republic of Korea
| | - Soo Youn Bae
- Department of Surgery,incheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
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12
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Saura C, Ortiz C, Matito J, Arenas EJ, Suñol A, Martín Á, Córdoba O, Martínez-Sabadell A, García-Ruiz I, Miranda I, Morales-Comas C, Carrasco E, Viaplana C, Peg V, Nuciforo P, Bayó-Puxan N, Gonzalez-Medina A, Miquel JM, Gómez-Rey M, Villacampa G, Arévalo S, Espinosa-Bravo M, Balmaña J, Dienstmann R, Arribas J, Tabernero J, Vivancos A, Sansó M. Early-Stage Breast Cancer Detection in Breast Milk. Cancer Discov 2023; 13:2180-2191. [PMID: 37704212 PMCID: PMC10551665 DOI: 10.1158/2159-8290.cd-22-1340] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Revised: 06/27/2023] [Accepted: 07/07/2023] [Indexed: 09/15/2023]
Abstract
Breast cancer occurring during pregnancy (PrBC) and postpartum (PPBC) is usually diagnosed at more advanced stages compared with other breast cancer, worsening its prognosis. PPBC is particularly aggressive, with increased metastatic risk and mortality. Thus, effective screening methods to detect early PrBC and PPBC are needed. We report for the first time that cell-free tumor DNA (ctDNA) is present in breast milk (BM) collected from patients with breast cancer. Analysis of ctDNA from BM detects tumor variants in 87% of the cases by droplet digital PCR, while variants remain undetected in 92% of matched plasma samples. Retrospective next-generation sequencing analysis in BM ctDNA recapitulates tumor variants, with an overall clinical sensitivity of 71.4% and specificity of 100%. In two cases, ctDNA was detectable in BM collected 18 and 6 months prior to standard diagnosis. Our results open up the potential use of BM as a new source for liquid biopsy for PPBC detection. SIGNIFICANCE For the first time, we show that BM obtained from patients with breast cancer carries ctDNA, surpassing plasma-based liquid biopsy for detection and molecular profiling of early-stage breast cancer, even prior to diagnosis by image. See related commentary by Cunningham and Turner, p. 2125. This article is featured in Selected Articles from This Issue, p. 2109.
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Affiliation(s)
- Cristina Saura
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Carolina Ortiz
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Judit Matito
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Enrique J. Arenas
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
| | - Anna Suñol
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Ágatha Martín
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Octavi Córdoba
- Servicio Obstetricia y Ginecología, Hospital Universitari Son Espases (HUSE), Palma, Spain
- Institut de Investigació de les Illes Balears (IdISBa), Palma, Spain
- Universitat de les Illes Balears (UIB), Palma, Spain
| | - Alex Martínez-Sabadell
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Itziar García-Ruiz
- Obstetrics Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Ignacio Miranda
- Radiology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Clara Morales-Comas
- Gynecology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Estela Carrasco
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Cristina Viaplana
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Vicente Peg
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
- Pathology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
- Universitat Autònoma de Barcelona (UAB), Bellaterra, Spain
| | - Paolo Nuciforo
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Neus Bayó-Puxan
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Alberto Gonzalez-Medina
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Josep M. Miquel
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Marina Gómez-Rey
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Guillermo Villacampa
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Silvia Arévalo
- Obstetrics Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Martín Espinosa-Bravo
- Gynecology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Judith Balmaña
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Rodrigo Dienstmann
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Joaquin Arribas
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
- Universitat Autònoma de Barcelona (UAB), Bellaterra, Spain
- Hospital del Mar Research Institute (HMRI), Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Josep Tabernero
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- University of Vic-Central University of Catalonia (UVic-UCC), Barcelona, VIC, Spain
- IOB Institute of Oncology, Quiron Group, Barcelona, Spain
| | - Ana Vivancos
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
| | - Miriam Sansó
- Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus. Barcelona, Spain
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13
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Loibl S, Azim HA, Bachelot T, Berveiller P, Bosch A, Cardonick E, Denkert C, Halaska MJ, Hoeltzenbein M, Johansson ALV, Maggen C, Markert UR, Peccatori F, Poortmans P, Saloustros E, Saura C, Schmid P, Stamatakis E, van den Heuvel-Eibrink M, van Gerwen M, Vandecaveye V, Pentheroudakis G, Curigliano G, Amant F. ESMO Expert Consensus Statements on the management of breast cancer during pregnancy (PrBC). Ann Oncol 2023; 34:849-866. [PMID: 37572987 DOI: 10.1016/j.annonc.2023.08.001] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 07/31/2023] [Accepted: 08/01/2023] [Indexed: 08/14/2023] Open
Abstract
The management of breast cancer during pregnancy (PrBC) is a relatively rare indication and an area where no or little evidence is available since randomized controlled trials cannot be conducted. In general, advances related to breast cancer (BC) treatment outside pregnancy cannot always be translated to PrBC, because both the interests of the mother and of the unborn should be considered. Evidence remains limited and/or conflicting in some specific areas where the optimal approach remains controversial. In 2022, the European Society for Medical Oncology (ESMO) held a virtual consensus-building process on this topic to gain insights from a multidisciplinary group of experts and develop statements on controversial topics that cannot be adequately addressed in the current evidence-based ESMO Clinical Practice Guideline. The aim of this consensus-building process was to discuss controversial issues relating to the management of patients with PrBC. The virtual meeting included a multidisciplinary panel of 24 leading experts from 13 countries and was chaired by S. Loibl and F. Amant. All experts were allocated to one of four different working groups. Each working group covered a specific subject area with two chairs appointed: Planning, preparation and execution of the consensus process was conducted according to the ESMO standard operating procedures.
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Affiliation(s)
- S Loibl
- GBG c/o GBG Forschungs GmbH, Neu-Isenburg; Centre for Haematology and Oncology Bethanien, Frankfurt am Main, Frankfurt; Goethe University Frankfurt, Frankfurt am Main, Frankfurt, Germany.
| | - H A Azim
- Breast Cancer Center, School of Medicine, Tecnologico de Monterrey, San Pedro Garza Garcia, Nuevo Leon, Mexico
| | - T Bachelot
- Department of medical oncology, Centre Léon Bérard, Lyon, France
| | - P Berveiller
- Department of Gynecology and Obstetrics, Poissy-Saint Germain Hospital, Poissy; UMR 1198 - BREED, INRAE, Paris Saclay University, RHuMA, Montigny-Le-Bretonneux, France
| | - A Bosch
- Division of Oncology, Department of Clinical Sciences, Lund University, Lund; Department of Hematology, Oncology and Radiation Physics, Skåne University Hospital, Lund, Sweden
| | - E Cardonick
- Cooper Medical School at Rowan University, Camden, USA
| | - C Denkert
- Philipps-University Marburg and Marburg University Hospital (UKGM), Marburg, Germany
| | - M J Halaska
- Department of Obstetrics and Gynaecology, Third Faculty of Medicine, Charles University in Prague and Universital Hospital Kralovske Vinohrady, Prague, Czech Republic
| | - M Hoeltzenbein
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Clinical Pharmacology and Toxicology, Embryotox Center of Clinical Teratology and Drug Safety in Pregnancy, Berlin, Germany
| | - A L V Johansson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden; Cancer Registry of Norway, Oslo, Norway
| | - C Maggen
- Department of Obstetrics and Prenatal Medicine, University Hospital Brussels, Brussels, Belgium
| | - U R Markert
- Placenta Lab, Department of Obstetrics, Jena University Hospital, Jena, Germany
| | - F Peccatori
- Gynecologic Oncology Department, European Institute of Oncology IRCCS, Milan, Italy
| | - P Poortmans
- Iridium Netwerk, Antwerp; University of Antwerp, Antwerp, Belgium
| | - E Saloustros
- Department of Oncology, University General Hospital of Larissa, Larissa, Greece
| | - C Saura
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - P Schmid
- Cancer Institute, Queen Mary University London, London, UK
| | - E Stamatakis
- Department of Anesthesiology, 'Alexandra' General Hospital, Athens, Greece
| | | | - M van Gerwen
- Gynecologic Oncology, Antoni van Leeuwenhoek-Netherlands Cancer Institute, Amsterdam; Department of Child and Adolescent Psychiatry and Psychosocial Care, Amsterdam UMC, University of Amsterdam; Princess Maxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - V Vandecaveye
- Department of Radiology, University Hospitals Leuven, Leuven, Belgium
| | - G Pentheroudakis
- European Society for Medical Oncology (ESMO), Lugano, Switzerland
| | - G Curigliano
- Division of Early Drug Development, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - F Amant
- Gynecologic Oncology, Antoni van Leeuwenhoek-Netherlands Cancer Institute, Amsterdam; Division Gynaecologic Oncology, UZ Leuven, Belgium
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14
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Lefrère H, Moore K, Floris G, Sanders J, Seignette IM, Bismeijer T, Peters D, Broeks A, Hooijberg E, Van Calsteren K, Neven P, Warner E, Peccatori FA, Loibl S, Maggen C, Han SN, Jerzak KJ, Annibali D, Lambrechts D, de Visser KE, Wessels L, Lenaerts L, Amant F. Poor Outcome in Postpartum Breast Cancer Patients Is Associated with Distinct Molecular and Immunologic Features. Clin Cancer Res 2023; 29:3729-3743. [PMID: 37449970 PMCID: PMC10502474 DOI: 10.1158/1078-0432.ccr-22-3645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 03/23/2023] [Accepted: 07/11/2023] [Indexed: 07/18/2023]
Abstract
PURPOSE Patients with postpartum breast cancer diagnosed after cessation of breastfeeding (postweaning, PP-BCPW) have a particularly poor prognosis compared with patients diagnosed during lactation (PP-BCDL), or to pregnant (Pr-BC) and nulliparous (NP-BC) patients, regardless of standard prognostic characteristics. Animal studies point to a role of the involution process in stimulation of tumor growth in the mammary gland. However, in women, the molecular mechanisms that underlie this poor prognosis of patients with PP-BCPW remain vastly underexplored, due to of lack of adequate patient numbers and outcome data. EXPERIMENTAL DESIGN We explored whether distinct prognostic features, common to all breast cancer molecular subtypes, exist in postpartum tumor tissue. Using detailed breastfeeding data, we delineated the postweaning period in PP-BC as a surrogate for mammary gland involution and performed whole transcriptome sequencing, immunohistochemical, and (multiplex) immunofluorescent analyses on tumor tissue of patients with PP-BCPW, PP-BCDL, Pr-BC, and NP-BC. RESULTS We found that patients with PP-BCPW having a low expression level of an immunoglobulin gene signature, but high infiltration of plasma B cells, have an increased risk for metastasis and death. Although PP-BCPW tumor tissue was also characterized by an increase in CD8+ cytotoxic T cells and reduced distance among these cell types, these parameters were not associated with differential clinical outcomes among groups. CONCLUSIONS These data point to the importance of plasma B cells in the postweaning mammary tumor microenvironment regarding the poor prognosis of PP-BCPW patients. Future prospective and in-depth research needs to further explore the role of B-cell immunobiology in this specific group of young patients with breast cancer.
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Affiliation(s)
- Hanne Lefrère
- Department of Oncology, Laboratory of Gynaecological Oncology, KU Leuven, Leuven, Belgium
- Department of Gynaecology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Kat Moore
- Division of Molecular Carcinogenesis, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Giuseppe Floris
- Department of Imaging and Pathology, Unit of Translational Cell & Tissue Research, KU Leuven, Leuven, Belgium
- Department of Pathology, Unit of Translational Cell & Tissue Research, University Hospitals Leuven, Leuven, Belgium
- Multidisciplinary Breast Centre, UZ-KU Leuven Cancer Institute (LKI), University Hospitals Leuven, Leuven, Belgium
| | - Joyce Sanders
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Iris M. Seignette
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Tycho Bismeijer
- Division of Molecular Carcinogenesis, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Dennis Peters
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Annegien Broeks
- Core Facility Molecular Pathology and Biobanking, Netherlands Cancer Institute, Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Erik Hooijberg
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Kristel Van Calsteren
- Departement of Reproduction and regeneration, Division Women and Child, Feto-Maternal Medicine, KU Leuven, Leuven, Belgium
| | - Patrick Neven
- Department of Oncology, Laboratory of Gynaecological Oncology, KU Leuven, Leuven, Belgium
- Multidisciplinary Breast Centre, UZ-KU Leuven Cancer Institute (LKI), University Hospitals Leuven, Leuven, Belgium
- Department of Gynaecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium
| | - Ellen Warner
- Division of Medical Oncology, Department of Medicine, Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Fedro Alessandro Peccatori
- Division of Gynaecological Oncology, Department of Gynaecology, IEO European Institute of Oncology IRCCS, Milan, Italy
| | - Sibylle Loibl
- German Breast Group, Neu-Isenburg, Hessen, Germany
- Centre for Haematology and Oncology Bethanien, Frankfurt, Germany
| | - Charlotte Maggen
- Department of Oncology, Laboratory of Gynaecological Oncology, KU Leuven, Leuven, Belgium
- Department of Obstetrics and Prenatal Medicine, University Hospital Brussels, Brussels, Belgium
| | - Sileny N. Han
- Department of Oncology, Laboratory of Gynaecological Oncology, KU Leuven, Leuven, Belgium
- Department of Gynaecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium
| | - Katarzyna J. Jerzak
- Division of Medical Oncology, Department of Medicine, Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Daniela Annibali
- Department of Oncology, Laboratory of Gynaecological Oncology, KU Leuven, Leuven, Belgium
| | - Diether Lambrechts
- Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Translational Genetics, Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Karin E. de Visser
- Oncode Institute, Utrecht, The Netherlands
- Division of Tumour Biology & Immunology, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Immunology, Leiden University Medical Center, Leiden, The Netherlands
| | - Lodewyk Wessels
- Division of Molecular Carcinogenesis, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
- Faculty of EEMCS, Delft University of Technology, Delft, The Netherlands
| | - Liesbeth Lenaerts
- Department of Oncology, Laboratory of Gynaecological Oncology, KU Leuven, Leuven, Belgium
| | - Frédéric Amant
- Department of Oncology, Laboratory of Gynaecological Oncology, KU Leuven, Leuven, Belgium
- Department of Gynaecology, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Gynaecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium
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15
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Callaway MK, Dos Santos CO. Gestational Breast Cancer - a Review of Outcomes, Pathophysiology, and Model Systems. J Mammary Gland Biol Neoplasia 2023; 28:16. [PMID: 37450228 PMCID: PMC10348943 DOI: 10.1007/s10911-023-09546-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 07/03/2023] [Indexed: 07/18/2023] Open
Abstract
The onset of pregnancy marks the start of offspring development, and represents the key physiological event that induces re-organization and specialization of breast tissue. Such drastic tissue remodeling has also been linked to epithelial cell transformation and the establishment of breast cancer (BC). While patient outcomes for BC overall continue to improve across subtypes, prognosis remains dismal for patients with gestational breast cancer (GBC) and post-partum breast cancer (PPBC), as pregnancy and lactation pose additional complications and barriers to several gold standard clinical approaches. Moreover, delayed diagnosis and treatment, coupled with the aggressive time-scale in which GBC metastasizes, inevitably contributes to the higher incidence of disease recurrence and patient mortality. Therefore, there is an urgent and evident need to better understand the factors contributing to the establishment and spreading of BC during pregnancy. In this review, we provide a literature-based overview of the diagnostics and treatments available to patients with BC more broadly, and highlight the treatment deficit patients face due to gestational status. Further, we review the current understanding of the molecular and cellular mechanisms driving GBC, and discuss recent advances in model systems that may support the identification of targetable approaches to block BC development and dissemination during pregnancy. Our goal is to provide an updated perspective on GBC, and to inform critical areas needing further exploration to improve disease outcome.
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Affiliation(s)
| | - Camila O Dos Santos
- , Cold Spring Harbor Laboratory, Cancer Center, Cold Spring Harbor, NY, USA.
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16
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Nimbalkar VP, Snijesh VP, Rajarajan S, Alexander A, Kaluve R, Ramesh R, Srinath BS, Prabhu JS. Premenopausal women with breast cancer in the early post-partum period show molecular profiles of invasion and are associated with poor prognosis. Breast Cancer Res Treat 2023; 200:139-149. [PMID: 37160509 DOI: 10.1007/s10549-023-06956-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 04/22/2023] [Indexed: 05/11/2023]
Abstract
PURPOSE Young premenopausal women develop breast cancer (BC) within 5-10 years of the last childbirth, known as post-partum breast cancers (PPBC), often present with aggressive disease. The exact mechanisms that lead to poor prognosis in these patients are largely unknown. METHODS We have evaluated the association of clinical and reproductive factors with BC in a cohort of women ≤ 45 years (N = 155) with long-term follow-up. Based on duration since last childbirth (LCB), grouped patients into PPBC1 (LCB ≤ 5 years), PPBC2 (LCB between 6 and 10 years), PPBC3 (LCB > 10 years), and NPBC (age-matched nulliparous BC patients). We compared disease-free survival and hazard associated with recurrence/metastasis between the groups. RNA sequencing of tumor samples was performed from three parous groups (n = 10), and transcriptomic data were analyzed for differentially expressed genes and altered pathways. RESULTS Women in the PPBC1 group had an early menarche and late age at first and last childbirth compared to other groups. Survival analysis within lymph node-positive tumors showed that PPBC1 tumors had a worse prognosis than PPBC2 and NPBC tumors (p = 0.015 and p = 0.026, respectively). Clustering of the differentially expressed genes between the groups showed distinct expression in early PPBC (E-PPBC) tumors. Pathway analysis revealed upregulation of invasive-related pathways along with T cell exhaustion, extracellular matrix remodeling, angiogenesis, and epithelial-to-mesenchymal transition in E-PPBC tumors. CONCLUSION Early PPBC is a unique subtype with aggressive clinical features and distinct biology. Further research is needed to accurately project the risk of recurrence and optimal treatment strategies in these young patients.
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Affiliation(s)
- Vidya P Nimbalkar
- Division of Molecular Medicine, St. John's Medical College, St. John's Research Institute, Bangalore, Karnataka, India
| | - V P Snijesh
- Division of Molecular Medicine, St. John's Medical College, St. John's Research Institute, Bangalore, Karnataka, India
- Centre for Doctoral Studies, Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India
| | - Savitha Rajarajan
- Division of Molecular Medicine, St. John's Medical College, St. John's Research Institute, Bangalore, Karnataka, India
- Centre for Doctoral Studies, Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India
| | - Annie Alexander
- Division of Molecular Medicine, St. John's Medical College, St. John's Research Institute, Bangalore, Karnataka, India
| | - Rohini Kaluve
- Division of Molecular Medicine, St. John's Medical College, St. John's Research Institute, Bangalore, Karnataka, India
| | - Rakesh Ramesh
- Department of Surgical Oncology, St. John's Medical College and Hospital, Bangalore, Karnataka, India
| | - B S Srinath
- Department of Surgery, Sri Shankara Cancer Hospital and Research Centre, Bangalore, Karnataka, India
| | - Jyothi S Prabhu
- Division of Molecular Medicine, St. John's Medical College, St. John's Research Institute, Bangalore, Karnataka, India.
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17
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Updates in the pathology of Pregnancy Associated Breast Cancer (PABC). Pathol Res Pract 2023; 244:154413. [PMID: 36921545 DOI: 10.1016/j.prp.2023.154413] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 03/07/2023] [Accepted: 03/08/2023] [Indexed: 03/13/2023]
Abstract
Pregnancy associated breast cancer (PABC) is defined as a breast cancer diagnosed during gestation, lactation or within 5 years postpartum. While the development of malignancy during pregnancy is rare, the incidence is increasing. Breast cancer is one of the most common cancers diagnosed during pregnancy, affecting up to 1 in 3000 deliveries. New understanding of the pathophysiology of PABC recently resulted in updated definitions distinguishing breast cancer diagnosed during pregnancy (PrBC) from cancer diagnosed during the postpartum period (PPBC) due to distinct biology and prognosis. Pregnancy has a dual effect on breast cancer development- both protective against cancer and promoting tumor growth. While several hypotheses have been proposed over the years to explain these effects, the most likely hypothesis for the development of PABC is the involution hypothesis, proposing that remodeling programs activated in the immediate postpartum period are similar to wound healing and inflammation that may be associated with tumor development and progression. Although PABCs reflect all subtypes of breast carcinomas, they are most commonly invasive ductal carcinomas of high tumor grade and large tumor size, with more advanced stage at presentation and higher rates of lymph node involvement. Most PABCs are hormone negative tumors (triple negative or HER2 amplified tumors) with high Ki-67 proliferation rates. Several studies have shown that PABCs have different genomic signatures than non-PABC tumors, showing increased expression of immune response mediators. Better understanding of the molecular pathways of tumor initiation and progression, along with prompt diagnosis and novel treatment protocols in the care of PrBC and PPBC are needed to improve outcomes for these young, high-risk breast cancer patients.
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18
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Tabbal M, Hachim MY, Jan RK, Adrian TE. Using publicly available datasets to identify population-based transcriptomic landscape contributing to the aggressiveness of breast cancer in young women. Front Genet 2023; 13:1039037. [PMID: 36685821 PMCID: PMC9845274 DOI: 10.3389/fgene.2022.1039037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 11/30/2022] [Indexed: 01/05/2023] Open
Abstract
Introduction: Although the risk of breast cancer increases with advancing age, some regions have larger number of young breast cancer patients (≤45 years-old), such as the Middle East, Eastern Asia, and North Africa, with more aggressive and poorly differentiated tumors. We aimed to conduct an in-silico analysis in an attempt to understand the aggressive nature of early-onset breast cancer, and to identify potential drivers of early-onset breast cancer using gene expression profiling datasets in a population-dependent manner. Methods: Functional genomics experiments data were acquired from cBioPortal database for cancer genomics, followed by the stratification of patients based on the age at representation of breast cancer and race. Differential gene expression analysis and gene amplification status analysis were carried out, followed by hub gene, transcription factor, and signalling pathway identification. Results: PAM50 subtype analysis revealed that young patients (≤45 years-old) had four-fold more basal tumors and worst progression-free survival (median of 101 months), compared with the 45-65 years group (median of 168 months). Fourteen genes were amplified in more than 14% of patients with an early-onset breast cancer. Interestingly, FREM2, LINC00332, and LINC00366 were exclusively amplified in younger patients. Gene expression data from three different populations (Asian, White, and African) revealed a unique transcriptomic profile of young patients, which was also reflected on the PAM50 subtype analysis. Our data indicates a higher tendency of young African patients to develop basal tumors, while young Asian patients are more prone to developing Luminal A tumors. Most genes that were found to be upregulated in younger patients are involved in important signaling pathways that promote cancer progression and metastasis, such as MAPK pathway, Reelin pathway and the PI3K/Akt pathway. Conclusion: This study provides strong evidence that the molecular profile of tumors derived from young breast cancer patients of different populations is unique and may explain the aggressiveness of these tumors, stressing the need to conduct population- based multi-omic analyses to identify the potential drivers for tumorigenesis and molecular profiles of young breast cancer patients.
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Affiliation(s)
| | | | | | - Thomas E. Adrian
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai Healthcare City, Dubai, United Arab Emirates
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19
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Han L, Wang N, Li Y, Jiang S, Gu Y. A rapid reduction in tumor size by cyclin-dependent kinase inhibition in hormone receptor-positive postpartum breast cancer: a case report of two patients and a review of the literature. ANNALS OF TRANSLATIONAL MEDICINE 2022; 10:1413. [PMID: 36660646 PMCID: PMC9843329 DOI: 10.21037/atm-22-5201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 12/07/2022] [Indexed: 12/29/2022]
Abstract
Background Postpartum breast cancer (PPBC) as an independent entity different from PABC. PPBC is defined as breast cancer (BC) diagnosed within 5 years after delivery in many relevant literatures and is associated with a poor prognosis and a decrease in overall survival. PPBC patients commonly present with inflammatory breast cancer (IBC) phenotype, multifocal lesions, and lymph node metastasis. Hormone receptor-positive (HR+) PPBC is an under-investigated subtype. In PPBC, the risk of death of HR+ subtype significantly increased two-fold, while that was only modestly increased for triple-negative breast cancer (TNBC) subtype, and was not significant in human epidermal growth factor receptor 2-positive (HER2+) subtype. HR+ PPBC is a subtype associating with enhanced signatures of cell cycle control, T-cell activation and exhaustion, decreased HR signaling, and altered P53 signaling. The recommended treatment for HR+ PPBC patients is still lacking. Cyclin-dependent kinase (CDK) 4/6 inhibitors are used as a novel treatment standard not only in pretreated patients but also in the first-line setting of HR+ metastatic breast cancer (MBC). However, there is no clinical case report on the application and efficacy of CDK4/6 inhibitors in HR+ PPBC patients. Case Description This article describes the clinical cases of two patients with advanced HR+ PPBC who were rapidly relieved after receiving leuprorelin combined with letrozole combined with dalpiciclib. We reviewed the related literature of PPBC, and found that HR+ PPBC has not been clinically classified as a BC subtype, and only some basic studies suggested that HR+ PPBC may be sensitive to CDK4/6 inhibitors. The purpose of this study is to provide the basis for the related research on the therapeutic effect of CDK4/6 inhibitors in HR+ PPBC through the report of clinical cases. Conclusions This article reports for the first time the good therapeutic effects of CDK4/6 inhibitors on HR+ PPBC patients. Based on our findings, we suggest that dalpiciclib combined with endocrine therapy can be considered as the first-line treatment for patients with advanced HR+ PPBC. Our case report provides new clinical evidence for the related research on the role of CDK4/6 inhibitors in HR+ PPBC therapy.
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Affiliation(s)
- Luhong Han
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Nan Wang
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yi Li
- Department of Reproductive Medicine, Third Hospital of Hebei Medical University, Shijiazhuang, China
| | - Shan Jiang
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yuanting Gu
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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20
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Zhu J, Kong W, Huang L, Wang S, Bi S, Wang Y, Shan P, Zhu S. MLSP: A Bioinformatics Tool for Predicting Molecular Subtypes and Prognosis in Patients with Breast Cancer. Comput Struct Biotechnol J 2022; 20:6412-6426. [DOI: 10.1016/j.csbj.2022.11.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Revised: 10/18/2022] [Accepted: 11/07/2022] [Indexed: 11/13/2022] Open
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21
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Jo H, Park S, Kim HR, Kim H, Hong J, Lee JE, Yu J, Chae BJ, Lee SK, Ryu JM, Oh SY, Choi SJ, Kim JY, Ahn JS, Im YH, Nam EM, Nam SJ, Park YH. Long-Term Breast Cancer Outcomes of Pregnancy-Associated Breast Cancer (PABC) in a Prospective Cohort. Cancers (Basel) 2022; 14:cancers14194839. [PMID: 36230762 PMCID: PMC9564289 DOI: 10.3390/cancers14194839] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 10/01/2022] [Accepted: 10/01/2022] [Indexed: 11/28/2022] Open
Abstract
Background: Given that peak age of breast cancer (BC) is younger in Asians than in Western populations, relatively higher prevalence of pregnancy-associated breast cancer (PABC) has been reported. This study aimed to analyze the characteristics and clinical outcomes of PABC in Korea. Methods: We defined PABC as BC diagnosed during pregnancy or in the first postpartum year. We compared the clinicopathological characteristics and BC outcomes between patients with PABC and non-PABC patients in the prospective YBC cohort from Samsung Medical Center. Results: In total, 1492 patients were initially enrolled, and 1364 patients were included, of which 93 had PABC (6.8%). The median age of patients with PABC was 34 years. Hormone receptor expression was lower (64.6% vs 74.6%) and frequency of HER2 overexpression was higher (26.9% vs 17.6%) in patients with PABC than in non-PABC patients. The 5-year overall survival (OS) rates were 83.2% and 93.4% in patients with PABC and non-PABC patients, respectively (p < 0.001). The 5-year disease-free survival (DFS) rates were 72.2% and 83.8% in PABC and non-PABC patients. Conclusion: Compared to non-PABC patients, patients with PABC had poorer OS and DFS in this prospective cohort. Exploratory biomarker analysis for PABC is warranted.
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Affiliation(s)
- Hyunji Jo
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
- Division of Hematology-Oncology, Department of Medicine, Ewha Womans University School of Medicine, Seoul 07804, Korea
| | - Seri Park
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Hye Ryeon Kim
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Hongsik Kim
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Joohyun Hong
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Jeong Eon Lee
- Division of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Jonghan Yu
- Division of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Byung Joo Chae
- Division of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Se Kyung Lee
- Division of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Jai Min Ryu
- Division of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Soo-young Oh
- Department of Obstetrics and Gynecology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Suk Joo Choi
- Department of Obstetrics and Gynecology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Ji-Yeon Kim
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Jin Seok Ahn
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Young-Hyuck Im
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Eun Mi Nam
- Division of Hematology-Oncology, Department of Medicine, Ewha Womans University School of Medicine, Seoul 07804, Korea
| | - Seok Jin Nam
- Division of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Yeon Hee Park
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
- Correspondence: ; Tel.: +82-2-3410-1780; Fax: +82-2-3410-1757
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22
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Zhang Z, Bassale S, Jindal S, Fraser A, Guinto E, Anderson W, Mori M, Smith KR, Schedin P. Young-Onset Breast Cancer Outcomes by Time Since Recent Childbirth in Utah. JAMA Netw Open 2022; 5:e2236763. [PMID: 36239933 PMCID: PMC9568799 DOI: 10.1001/jamanetworkopen.2022.36763] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Breast cancer diagnosed within 5 to 10 years after childbirth, called postpartum breast cancer (PPBC), is associated with increased risk for metastasis and death. Whether a postpartum diagnosis is an independent risk factor or a surrogate marker of cancer features associated with poor outcomes remains understudied. OBJECTIVE To determine whether diagnostic temporal proximity to childbirth is associated with features of breast cancer associated with poor outcomes, including tumor stage, estrogen receptor (ER) status, and risk for distant metastasis and breast cancer-specific mortality, using a population database from the state of Utah. DESIGN, SETTING, AND PARTICIPANTS This population-based cohort study using the Utah Population Database (UPDB) included individuals with stage I to III breast cancer diagnosed at age 45 years or younger between 1996 and 2017, followed-up until February 2020. Participant data were analyzed from November 2019 to August 2022. EXPOSURE The primary exposures were no prior childbirth or time between most recent childbirth and breast cancer diagnosis. Patients were grouped by diagnoses within less than 5 years, 5 to less than 10 years, or 10 years or more since recent childbirth. MAIN OUTCOMES AND MEASURES The 2 primary outcomes were distant metastasis-free survival and breast cancer-specific death. Cox proportional hazard models were used to investigate associations between exposures and outcomes adjusting for diagnosis year, patient age, tumor stage, and estrogen receptor (ER) status. RESULTS Of 2970 individuals with breast cancer diagnosed at age 45 years or younger (mean [SD] age, 39.3 [5.0] years; 12 Black individuals [0.4%], 2679 White individuals [90.2%]), breast cancer diagnosis within 5 years of recent childbirth was independently associated with approximately 1.5-fold elevated risk for metastasis (hazard ratio [HR], 1.5; 95% CI, 1.2-2.0) and breast cancer-specific death (HR, 1.5; 95% CI, 1.1-2.1) compared with nulliparous individuals. For cancers classically considered to have tumor features associated with good outcomes (ie, stage I or II and ER-positive), a postpartum diagnosis was a dominant feature associated with increased risk for metastasis and death (eg, for individuals with ER-positive disease diagnosed within <5 years of childbirth: age-adjusted metastasis HR, 1.5; 95% CI, 1.1-2.1; P = .01; age-adjusted death HR, 1.5; 95% CI, 1.0-2.1; P = .04) compared with nulliparous individuals. Furthermore, liver metastases were specifically increased in the group with diagnosis within 5 years postpartum and with positive ER expression (38 of 83 patients [45.8%]) compared with the nulliparous (28 of 77 patients [36.4%]), although the difference was not statistically significant. Overall, these data implicate parity-associated breast and liver biology in the observed poor outcomes of PPBC. CONCLUSIONS AND RELEVANCE In this cohort study of individuals with breast cancer diagnosed at age 45 years or younger, a postpartum breast cancer diagnosis was a risk factor associated with poor outcomes. Irrespective of ER status, clinical consideration of time between most recent childbirth and breast cancer diagnosis could increase accuracy of prognosis in patients with young-onset breast cancer.
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Affiliation(s)
- Zhenzhen Zhang
- Division of Oncological Sciences, Oregon Health & Science University, Portland
- Knight Cancer Institute, Oregon Health & Science University, Portland
| | - Solange Bassale
- Biostatistics Shared Resources, Knight Cancer Institute, Oregon Health & Science University, Portland
| | - Sonali Jindal
- Knight Cancer Institute, Oregon Health & Science University, Portland
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland
| | - Alison Fraser
- Pedigree and Population Resource, Population Sciences, Huntsman Cancer Institute, Salt Lake City, Utah
| | - Emily Guinto
- Pedigree and Population Resource, Population Sciences, Huntsman Cancer Institute, Salt Lake City, Utah
| | - Weston Anderson
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland
| | - Motomi Mori
- Department of Biostatistics, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Ken R. Smith
- Pedigree and Population Resource, Population Sciences, Huntsman Cancer Institute, Salt Lake City, Utah
| | - Pepper Schedin
- Knight Cancer Institute, Oregon Health & Science University, Portland
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland
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23
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Park S, Lee JS, Yoon JS, Kim NH, Park S, Youn HJ, Lee JW, Lee JE, Lee J, Hur H, Jeong J, Kim KC, Bae SY. The Risk Factors, Incidence and Prognosis of Postpartum Breast Cancer: A Nationwide Study by the SMARTSHIP Group. Front Oncol 2022; 12:889433. [PMID: 35847886 PMCID: PMC9283825 DOI: 10.3389/fonc.2022.889433] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 05/31/2022] [Indexed: 12/29/2022] Open
Abstract
The term ‘pregnancy-associated breast cancer’ is no longer used as it has been consistently reported that breast cancer during pregnancy and breast cancer after delivery (postpartum breast cancer) have different characteristics and prognosis. The purpose of this study is to define postpartum breast cancer by analyzing the incidence rate, related factors, and prognosis according to the timing of breast cancer. Data from the Korean National Health Insurance Service were used to analyze 1,292,727 women aged 20-49 years who birthed their first child between 2007 and 2012. The annual incidence rate of breast cancer after delivery increased every year (7.7 per 10,000 person-years after 5 years, 19.36 per 10,000 person-years after 10 years). The risk of breast cancer was significantly higher (hazard ratio 1.15, 95% CI 1.05-1.27, P=0.0037) in women diagnosed with gestational diabetes, but that was not associated with overall survival (OS). Patients diagnosed with breast cancer within 5 years of delivery had a poorer prognosis than those diagnosed later (5-year OS, <5 years: 91.1% vs. 5-10 years: 96.0%). In multivariate analysis of OS, the hazard ratio of patients diagnosed within 5 years after delivery was twice as high as of patients diagnosed between 5 and 10 years. Women diagnosed with gestational diabetes had an increased risk of breast cancer. Breast cancer patients diagnosed within 5 years of delivery had a poorer prognosis than those diagnosed later. In this regard, careful screening for early diagnosis of high-risk patients and intensive research on new treatment strategies are needed.
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Affiliation(s)
- Sungmin Park
- Department of Surgery, Chungbuk National University Hospital, College of Medicine, Chungbuk National University, Cheongju, South Korea
| | - Ji Sung Lee
- Clinical Research Center, Asan Institute for Life Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Jae Sun Yoon
- Department of Biostatistics, Korea University, Seoul, South Korea
| | - Nam Hyoung Kim
- Advertising and Branding, Kaywon University of Art and Design, Uiwang-si, South Korea
| | - Seho Park
- Division of Breast Surgery, Department of Surgery, Yonsei University College of Medicine, Seoul, South Korea
| | - Hyun Jo Youn
- Department of Surgery, Jeonbuk National University Medical School, Jeonju, South Korea
| | - Jong Won Lee
- Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, South Korea
| | - Jung Eun Lee
- Department of Food and Nutrition, College of Human Ecology, Seoul National University, Seoul, South Korea
| | - Jihyoun Lee
- Department of Surgery, Soonchunhyang University Seoul Hospital, Seoul, South Korea
| | - Ho Hur
- Department of Surgery, National Health Insurance Service Ilsan Hospital, Koyang-si, South Korea
| | - Joon Jeong
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Kweon-Cheon Kim
- Department of Surgery, Chosun University Medical School, Gwangju, South Korea
| | - Soo Youn Bae
- Department of Surgery, Seoul St. Mary’s Hospital, The Catholic University of Korea, Seoul, South Korea
- *Correspondence: Soo Youn Bae,
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24
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Kumar R, Abreu C, Toi M, Saini S, Casimiro S, Arora A, Paul AM, Velaga R, Rameshwar P, Lipton A, Gupta S, Costa L. Oncobiology and treatment of breast cancer in young women. Cancer Metastasis Rev 2022; 41:749-770. [PMID: 35488982 DOI: 10.1007/s10555-022-10034-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 04/14/2022] [Indexed: 12/20/2022]
Abstract
Female breast cancer emerged as the leading cancer type in terms of incidence globally in 2020. Although mortality due to breast cancer has improved during the past three decades in many countries, this trend has reversed in women less than 40 years since the past decade. From the biological standpoint, there is consensus among experts regarding the clinically relevant definition of breast cancer in young women (BCYW), with an age cut-off of 40 years. The idea that breast cancer is an aging disease has apparently broken in the case of BCYW due to the young onset and an overall poor outcome of BCYW patients. In general, younger patients exhibit a worse prognosis than older pre- and postmenopausal patients due to the aggressive nature of cancer subtypes, a high percentage of cases with advanced stages at diagnosis, and a high risk of relapse and death in younger patients. Because of clinically and biologically unique features of BCYW, it is suspected to represent a distinct biologic entity. It is unclear why BCYW is more aggressive and has an inferior prognosis with factors that contribute to increased incidence. However, unique developmental features, adiposity and immune components of the mammary gland, hormonal interplay and crosstalk with growth factors, and a host of intrinsic and extrinsic risk factors and cellular regulatory interactions are considered to be the major contributing factors. In the present article, we discuss the status of BCYW oncobiology, therapeutic interventions and considerations, current limitations in fully understanding the basis and underlying cause(s) of BCYW, understudied areas of BCYW research, and postulated advances in the coming years for the field.
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Affiliation(s)
- Rakesh Kumar
- Cancer Research Institute, Himalayan Institute of Medical Sciences, Swami Rama Himalayan University, Dehradun, India. .,Cancer Research Program, Rajiv Gandhi Centre for Biotechnology, Trivandrum, India. .,Department of Medicine, Division of Hematology and Oncology, Rutgers New Jersey Medical School, Newark, NJ, USA. .,Department of Human and Molecular Genetics, Virginia Commonwealth University, School of Medicine, Richmond, VA, USA.
| | - Catarina Abreu
- Department of Medical Oncology, Hospital de Santa Maria- Centro Hospitalar Universitário Lisboa Norte, Lisbon, Portugal
| | - Masakazu Toi
- Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Sunil Saini
- Cancer Research Institute, Himalayan Institute of Medical Sciences, Swami Rama Himalayan University, Dehradun, India
| | - Sandra Casimiro
- Instituto de Medicina Molecular-João Lobo Antunes, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal
| | - Anshika Arora
- Cancer Research Institute, Himalayan Institute of Medical Sciences, Swami Rama Himalayan University, Dehradun, India
| | - Aswathy Mary Paul
- Cancer Research Program, Rajiv Gandhi Centre for Biotechnology, Trivandrum, India
| | - Ravi Velaga
- Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Pranela Rameshwar
- Department of Medicine, Division of Hematology and Oncology, Rutgers New Jersey Medical School, Newark, NJ, USA
| | - Allan Lipton
- Hematology-Oncology, Department of Medicine, Penn State University School of Medicine, Hershey, PA, USA
| | - Sudeep Gupta
- Department of Medical Oncology, Tata Memorial Centre and Homi Bhabha National Institute, Mumbai, India
| | - Luis Costa
- Department of Medical Oncology, Hospital de Santa Maria- Centro Hospitalar Universitário Lisboa Norte, Lisbon, Portugal.,Instituto de Medicina Molecular-João Lobo Antunes, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal
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Mammary collagen is under reproductive control with implications for breast cancer. Matrix Biol 2021; 105:104-126. [PMID: 34839002 DOI: 10.1016/j.matbio.2021.10.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 07/26/2021] [Accepted: 10/29/2021] [Indexed: 12/20/2022]
Abstract
Mammographically-detected breast density impacts breast cancer risk and progression, and fibrillar collagen is a key component of breast density. However, physiologic factors influencing collagen production in the breast are poorly understood. In female rats, we analyzed gene expression of the most abundantly expressed mammary collagens and collagen-associated proteins across a pregnancy, lactation, and weaning cycle. We identified a triphasic pattern of collagen gene regulation and evidence for reproductive state-dependent composition. An initial phase of collagen deposition occurred during pregnancy, followed by an active phase of collagen suppression during lactation. The third phase of collagen regulation occurred during weaning-induced mammary gland involution, which was characterized by increased collagen deposition. Concomitant changes in collagen protein abundance were confirmed by Masson's trichrome staining, second harmonic generation (SHG) imaging, and mass spectrometry. We observed similar reproductive-state dependent collagen patterns in human breast tissue obtained from premenopausal women. SHG analysis also revealed structural variation in collagen across a reproductive cycle, with higher packing density and more collagen fibers arranged perpendicular to the mammary epithelium in the involuting rat mammary gland compared to nulliparous and lactating glands. Involution was also characterized by high expression of the collagen cross-linking enzyme lysyl oxidase, which was associated with increased levels of cross-linked collagen. Breast cancer relevance is suggested, as we found that breast cancer diagnosed in recently postpartum women displayed gene expression signatures of increased collagen deposition and crosslinking compared to breast cancers diagnosed in age-matched nulliparous women. Using publically available data sets, we found this involution-like, collagen gene signature correlated with poor progression-free survival in breast cancer patients overall and in younger women. In sum, these findings of physiologic collagen regulation in the normal mammary gland may provide insight into normal breast function, the etiology of breast density, and inform breast cancer risk and outcomes.
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