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Gillis N, Dickey BL, Colin-Leitzinger C, Tang YH, Putney RM, Mesa TE, Yoder SJ, Suneja G, Spivak AM, Patel AB, Extermann M, Giuliano AR, Teng M, Kresovich J, Berglund A, Coghill AE. Clonal hematopoiesis in patients with HIV and cancer. J Infect Dis 2024:jiae212. [PMID: 38657098 DOI: 10.1093/infdis/jiae212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 04/15/2024] [Accepted: 04/19/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND Cancer-related deaths for people living with HIV (PWH) are increasing due to longer life expectancies and disparately poor cancer-related outcomes. We hypothesize that advanced biological aging contributes to cancer-related morbidity and mortality for PWH and cancer. We sought to determine the impact of clonal hematopoiesis (CH) on cancer disparities in PWH. METHODS We conducted a retrospective study to compare the prevalence and clinical outcomes of CH in PWH and people without HIV (PWoH) and cancer. Included in the study were PWH and similar PWoH based on tumor site, age, tumor sequence, and cancer treatment status. Biological aging was also measured using epigenetic methylation clocks. RESULTS In 136 patients with cancer, PWH had twice the prevalence of CH compared to similar PWoH (23% vs 11%, p=0.07). After adjusting for patient characteristics, PWH were four-times more likely to have CH than PWoH (OR 4.1, 95% CI 1.3-13.9, p=0.02). The effect of CH on survival was most pronounced in PWH, who had a 5-year survival rate of 38% if they had CH (vs 59% if no CH), compared to PWoH who had a 5-year survival rate of 75% if they had CH (vs 83% if no CH). CONCLUSION This study provides the first evidence that PWH may have a higher prevalence of CH than PWoH with the same cancers. CH may be an independent biological aging risk factor contributing to inferior survival for PWH and cancer.
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Affiliation(s)
- Nancy Gillis
- Department of Cancer Epidemiology, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
- Department of Malignant Hematology, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Brittney L Dickey
- Department of Cancer Epidemiology, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
- Center for Immunization and Infection Research in Cancer, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | | | - Yi-Han Tang
- Department of Cancer Epidemiology, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Ryan M Putney
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Tania E Mesa
- Molecular Genomics Core Facility, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Sean J Yoder
- Molecular Genomics Core Facility, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Gita Suneja
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, Utah, USA
- Department of Radiation Oncology, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Adam M Spivak
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, Utah, USA
- Division of Infectious Diseases, Department of Medicine, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Ami B Patel
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, Utah, USA
- Division of Hematology and Hematologic Malignancies, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Martine Extermann
- Senior Adult Oncology, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Anna R Giuliano
- Department of Cancer Epidemiology, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
- Center for Immunization and Infection Research in Cancer, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Mingxiang Teng
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Jacob Kresovich
- Department of Cancer Epidemiology, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
- Department of Breast Oncology, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Anders Berglund
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Anna E Coghill
- Department of Cancer Epidemiology, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
- Center for Immunization and Infection Research in Cancer, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
- Department of Gastrointestinal Oncology, Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
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Wagenius G, Vikström A, Berglund A, Salomonsson S, Bencina G, Hu X, Chirovsky D, Brunnström H. First-line Treatment Patterns and Outcomes in Advanced Non-Small Cell Lung Cancer in Sweden: A Population-based Real-world Study with Focus on Immunotherapy. Acta Oncol 2024; 63:198-205. [PMID: 38643377 DOI: 10.2340/1651-226x.2024.20309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 03/08/2024] [Indexed: 04/22/2024]
Abstract
BACKGROUND AND PURPOSE The treatment landscape for patients with advanced non-small cell lung cancer (NSCLC) has evolved significantly since the introduction of immunotherapies. We here describe PD-L1 testing rates, treatment patterns, and real-world outcomes for PD-(L)1 inhibitors in Sweden. MATERIALS AND METHODS Data were obtained from the Swedish National Lung Cancer Registry for patients with advanced NSCLC and Eastern Cooperative Oncology Group (ECOG) performance status (PS) 0-2 who initiated first-line -systemic treatment from 01 April 2017 to 30 June 2020. PD-L1 testing was available in the registry from 01 January 2018. Kaplan-Meier was used for overall survival (OS) by type treatment and histology. RESULTS A total of 2,204 patients with pathologically confirmed unresectable stage IIIB/C or IV NSCLC initiated first-line treatment, 1,807 (82%) with nonsquamous (NSQ) and 397 (18%) with SQ. Eighty-six per cent (NSQ) or 85% (SQ) had been tested for PD-L1 expression, a proportion that increased over time. The use of platinum-based therapy as first-line treatment decreased substantially over time while there was an upward trend for PD-(L)1-based therapy. Among patients with PS 0-1 initiating a first-line PD-(L)1 inhibitor monotherapy, the median OS was 18.6 and 13.3 months for NSQ and SQ NSCLC patients, respectively, while for the PD-(L)1 inhibitor and chemotherapy combination regimen, the median OS was 24.0 months for NSQ and not evaluable for SQ patients. INTERPRETATION The majority of advanced NSCLCs in Sweden were tested for PD-L1 expression. Real-world OS in patients with PS 0-1 receiving first-line PD-(L)1 inhibitor-based regimens was similar to what has been reported in pivotal clinical trials on PD-(L)1 inhibitors.
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Affiliation(s)
- Gunnar Wagenius
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden; Theme Cancer, Medical Unit Head and Neck, Lung, and Skin Tumors, Thoracic Oncology Center, Karolinska University Hospital, Stockholm, Sweden.
| | - Anders Vikström
- Department of Respiratory Medicine, Linköping University Hospital, Linköping, Sweden
| | | | - Stina Salomonsson
- MSD, Centre for Observational and Real-World Evidence, Stockholm, Sweden
| | - Goran Bencina
- MSD, Centre of Observational Real-World Evidence, Madrid, Spain
| | - Xiaohan Hu
- Merck & Co., Inc., Centre of Observational Real-World Evidence, Rahway, New Jersey, USA
| | - Dana Chirovsky
- Merck & Co., Inc., Centre of Observational Real-World Evidence, Rahway, New Jersey, USA
| | - Hans Brunnström
- Department of Pathology, Department of Clinical Sciences Lund, Lund University, Lund, Sweden; Department of Genetics, Pathology, and Molecular Diagnostics, Skåne University Hospital, Lund, Sweden
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Mouresan EF, Mentesidou E, Berglund A, McKay KA, Hillert J, Iacobaeus E. Clinical Characteristics and Long-Term Outcomes of Late-Onset Multiple Sclerosis: A Swedish Nationwide Study. Neurology 2024; 102:e208051. [PMID: 38394472 PMCID: PMC11033980 DOI: 10.1212/wnl.0000000000208051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 10/23/2023] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Clinical onset of multiple sclerosis (MS) after the age of 50 years is uncommon and associated with a less favorable natural history. The differences in long-term outcomes in patients with late-onset MS (LOMS, onset 50 years or older) and adult-onset MS (AOMS, onset 18 years or older and younger than 50 years) during the disease-modifying therapy (DMT) era have been less studied. This study aimed to compare patient characteristics, DMT exposure, and disability progression in Swedish patients with LOMS and AOMS over 2 decades (2001-2022). METHODS The nationwide Swedish MS registry was searched for patients with an onset of MS between January 1, 2001, and December 31, 2018, with symptom onset at age 18 years or older and ≥2 recorded Expanded Disability Status Scale (EDSS) scores. Clinical and demographic parameters and exposure to DMT were compared between LOMS and AOMS. Time to disability milestones (EDSS 4 and 6) was assessed using Kaplan-Meier curves and Cox proportional hazards regression models adjusted for sex, disease course, calendar year at onset, and DMT exposure. RESULTS Among 8739 patients with MS who met inclusion criteria, 1,028 (11.8%) were LOMS. Primary progressive MS was more frequently diagnosed in LOMS compared with that in AOMS (25.2% vs 4.5%; p < 0.001). Most of the patients had been prescribed DMT, but more rarely in LOMS compared with AOMS (74.7% vs 95.6%; p < 0.001). Less than half of patients with LOMS had been exposed to a high-efficacy DMT (45.8%) compared with 73.5% of AOMS (p < 0.001). The risk of reaching disability milestones was greater for LOMS compared with that for AOMS (EDSS 4; adjusted hazard ratio [aHR] 2.71; 95% CI 2.22-3.30; p < 0.001, and EDSS 6; aHR 2.67; 95% CI 2.12-3.36; p < 0.001). DISCUSSION This study distinguishes LOMS as a particularly vulnerable group and clinically supports close vigilance of these patients. Further studies are needed to assess and clarify the benefit of DMT usage in older adults with MS.
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Affiliation(s)
- Elena F Mouresan
- From the Department of Clinical Neuroscience (E.F.M., E.M., A.B., K.A.M., J.H., E.I.), and Centre for Molecular Medicine (J.H.), Karolinska Institutet; and Department of Neurology (E.M., K.A.M., E.I.), Stockholm, Sweden
| | - Eleni Mentesidou
- From the Department of Clinical Neuroscience (E.F.M., E.M., A.B., K.A.M., J.H., E.I.), and Centre for Molecular Medicine (J.H.), Karolinska Institutet; and Department of Neurology (E.M., K.A.M., E.I.), Stockholm, Sweden
| | - Anders Berglund
- From the Department of Clinical Neuroscience (E.F.M., E.M., A.B., K.A.M., J.H., E.I.), and Centre for Molecular Medicine (J.H.), Karolinska Institutet; and Department of Neurology (E.M., K.A.M., E.I.), Stockholm, Sweden
| | - Kyla A McKay
- From the Department of Clinical Neuroscience (E.F.M., E.M., A.B., K.A.M., J.H., E.I.), and Centre for Molecular Medicine (J.H.), Karolinska Institutet; and Department of Neurology (E.M., K.A.M., E.I.), Stockholm, Sweden
| | - Jan Hillert
- From the Department of Clinical Neuroscience (E.F.M., E.M., A.B., K.A.M., J.H., E.I.), and Centre for Molecular Medicine (J.H.), Karolinska Institutet; and Department of Neurology (E.M., K.A.M., E.I.), Stockholm, Sweden
| | - Ellen Iacobaeus
- From the Department of Clinical Neuroscience (E.F.M., E.M., A.B., K.A.M., J.H., E.I.), and Centre for Molecular Medicine (J.H.), Karolinska Institutet; and Department of Neurology (E.M., K.A.M., E.I.), Stockholm, Sweden
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Strömberg U, Berglund A, Carlsson S, Thellenberg Karlsson C, Lambe M, Lissbrant IF, Stattin P, Bratt O. Socioeconomic inequality in prostate cancer diagnostics, primary treatment, rehabilitation, and mortality in Sweden. Int J Cancer 2024. [PMID: 38526118 DOI: 10.1002/ijc.34932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 02/26/2024] [Accepted: 02/27/2024] [Indexed: 03/26/2024]
Abstract
We designed a nationwide study to investigate the association between socioeconomic factors (household income and education) and different aspects of prostate cancer care, considering both individual- and neighbourhood-level variables. Data were obtained from Prostate Cancer data Base Sweden (PCBaSe), a research database with data from several national health care registers including clinical characteristics and treatments for nearly all men diagnosed with prostate cancer in Sweden. Four outcomes were analysed: use of pre-biopsy magnetic resonance imaging (MRI) in 2018-2020 (n = 11,843), primary treatment of high-risk non-metastatic disease in 2016-2020 (n = 6633), rehabilitation (≥2 dispensed prescriptions for erectile dysfunction within 1 year from surgery in 2016-2020, n = 6505), and prostate cancer death in 7770 men with high-risk non-metastatic disease diagnosed in 2010-2016. Unadjusted and adjusted odds and hazard ratios (OR/HRs) with 95% confidence intervals (CIs) were calculated. Adjusted odds ratio (ORs) comparing low versus high individual education were 0.74 (95% CI 0.66-0.83) for pre-biopsy MRI, 0.66 (0.54-0.81) for primary treatment, and 0.82 (0.69-0.97) for rehabilitation. HR gradients for prostate cancer death were significant on unadjusted analysis only (low vs. high individual education HR 1.41, 95% CI 1.17-1.70); co-variate adjustments markedly attenuated the gradients (low vs. high individual education HR 1.10, 95% CI 0.90-1.35). Generally, neighbourhood-level analyses showed weaker gradients over the socioeconomic strata, except for pre-biopsy MRI. Socioeconomic factors influenced how men were diagnosed with prostate cancer in Sweden but had less influence on subsequent specialist care. Neighbourhood-level socioeconomic data are more useful for evaluating inequality in diagnostics than in later specialist care.
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Affiliation(s)
- Ulf Strömberg
- School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Research and Development, Region Kronoberg, Växjö, Sweden
| | | | - Stefan Carlsson
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Urology, Karolinska University Hospital Solna, Stockholm, Sweden
| | | | - Mats Lambe
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm, Sweden
| | - Ingela Franck Lissbrant
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Pär Stattin
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Ola Bratt
- Department of Urology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Urology, Sahlgrenska University Hospital, Gothenburg, Sweden
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5
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Enlund M, Hållberg H, Berglund A, Sherif A, Enlund A, Bergkvist L. Long-term survival after volatile or propofol general anesthesia for bladder cancer surgery: a retrospective national registry cohort study. Anesthesiology 2024:139937. [PMID: 38466217 DOI: 10.1097/aln.0000000000004969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
BACKGROUND Prospective interventional trials and retrospective observational analyses provide conflicting evidence regarding the relationship between propofol versus inhaled volatile general anesthesia and long-term survival after cancer surgery. In specific, bladder cancer surgery lacks prospective clinical trial evidence. METHODS Data on bladder cancer surgery performed under general anesthesia between 2014 and 2021 from The National Quality Registry for Urinary Tract and Bladder Cancer and the Swedish Perioperative Registry were record-linked. Overall survival was compared between patients receiving propofol or inhaled volatile for anesthesia maintenance. The minimum clinically important difference was defined as a five-percentage point difference in five-year survival. RESULTS Of 7,571 subjects, 4,519 (59.7%) received an inhaled volatile anesthetic and 3,052 (40.3%) received propofol for general anesthesia maintenance. The two groups were quite similar in most respects but differed in ASA physical status and tumor stage. Propensity score matching was used to address treatment bias. Survival did not differ during follow-up (median 45 months [interquartile range, 33 to 62]) in neither the full unmatched cohort, nor following 1:1 propensity score matching (3,052 matched pairs). The Kaplan-Meier adjusted five-year survival rates in the matched cohort were 898/3,052, 67.5% (65.7-69.3) for propofol and 852/3,052, 68.5% (66.7-70.4) for inhaled volatile general anesthesia, respectively (hazard ratio 1.05 [95% CI: 0.96 to 1.15], P = 0.332). A sensitivity analysis restricted to 1,766 propensity score matched pairs of patients who received only one general anesthetic during the study period did not demonstrate a difference in survival; Kaplan-Meier adjusted five-year-survival rates were 521/1,766, 67.1% (64.7-69.7) and 482/1,766, 68.9% (66.5-71.4) for propofol and inhaled volatile general anesthesia, respectively (hazard ratio 1.09 [95% CI: 0.97 to 1.23], P = 0.139). CONCLUSIONS Among patients undergoing bladder cancer surgery under general anesthesia, there was no statistically significant difference in long-term overall survival associated with the choice of propofol or an inhaled volatile maintenance.
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Affiliation(s)
- Mats Enlund
- Uppsala University, Center for Clinical Research, Västerås, Sweden, Dept of Anesthesia & Intensive Care, Västmanland Hospital, Västerås, Sweden, and ESAIC Onco Anaesthesiology Research Group, EuroPeriscope, ORCID 0000-0001-9911-3029
| | | | | | - Amir Sherif
- Umeå University, Umeå University hospital, Sweden
| | - Anna Enlund
- Uppsala University, Center for Clinical Research, Västerås, Sweden and Dept of Anesthesia & Intensive Care, Västmanland Hospital, Västerås, Sweden
| | - Leif Bergkvist
- Uppsala University, Center for Clinical Research, Västerås, Sweden
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Peak T, Tian Y, Patel A, Shaw T, Obermayer A, Laborde J, Kim Y, Johnson J, Stewart P, Fang B, Teer JK, Koomen J, Berglund A, Marchion D, Francis N, Echevarria PR, Dhillon J, Clark N, Chang A, Sexton W, Zemp L, Chahoud J, Wang L, Manley B. Pathogenic Roles for RNASET2 in Clear Cell Renal Cell Carcinoma. J Transl Med 2024; 104:102041. [PMID: 38431116 DOI: 10.1016/j.labinv.2024.102041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 02/03/2024] [Accepted: 02/07/2024] [Indexed: 03/05/2024] Open
Abstract
A specific splicing isoform of RNASET2 is associated with worse oncologic outcomes in clear cell renal cell carcinoma (ccRCC). However, the interplay between wild-type RNASET2 and its splice variant and how this might contribute to the pathogenesis of ccRCC remains poorly understood. We sought to better understand the relationship of RNASET2 in the pathogenesis of ccRCC and the interplay with a pathogenic splicing isoform (RNASET2-SV) and the tumor immune microenvironment. Using data from The Cancer Genome Atlas and Clinical Proteomic Tumor Analysis Consortium, we correlated clinical variables to RNASET2 expression and the presence of a specific RNASET2-SV. Immunohistochemical staining with matched RNA sequencing of ccRCC patients was then utilized to understand the spatial relationships of RNASET2 with immune cells. Finally, in vitro studies were performed to demonstrate the oncogenic role of RNASET2 and highlight its potential mechanisms. RNASET2 gene expression is associated with higher grade tumors and worse overall survival in The Cancer Genome Atlas cohort. The presence of the RNASET2-SV was associated with increased expression of the wild-type RNASET2 protein and epigenetic modifications of the gene. Immunohistochemical staining revealed increased intracellular accumulation of RNASET2 in patients with increased RNA expression of RNASET2-SV. In vitro experiments reveal that this accumulation results in increased cell proliferation, potentially from altered metabolic pathways. RNASET2 exhibits a tumor-promoting role in the pathogenesis of ccRCC that is increased in the presence of a specific RNASET2-SV and associated with changes in the cellular localization of the protein.
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Affiliation(s)
- Taylor Peak
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida.
| | - Yijun Tian
- Department of Tumor Biology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Aman Patel
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Tim Shaw
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Alyssa Obermayer
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Jose Laborde
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Youngchul Kim
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Joseph Johnson
- Analytic Microcopy Shared Resource, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Paul Stewart
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Bin Fang
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Jamie K Teer
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - John Koomen
- Molecular Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Anders Berglund
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Doug Marchion
- Tissue Core Shared Resource, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Natasha Francis
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Paola Ramos Echevarria
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Jasreman Dhillon
- Department of Pathology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Noel Clark
- Tissue Core Shared Resource, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Andrew Chang
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Wade Sexton
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Logan Zemp
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Jad Chahoud
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Liang Wang
- Department of Tumor Biology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Brandon Manley
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida.
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7
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Bergström A, Hägglund H, Berglund A, Nilsson G, Lambe M. Epidemiology of mastocytosis: a population-based study (Sweden). Acta Oncol 2024; 63:44-50. [PMID: 38380845 DOI: 10.2340/1651-226x.2024.31406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 12/13/2023] [Indexed: 02/22/2024]
Abstract
BACKGROUND Mastocytosis is a disease characterized by accumulation of aberrant mast cells and mediator-related symptoms and is divided into systemic mastocytosis (SM) and cutaneous mastocytosis (CM). The epidemiology of mastocytosis remains incompletely understood. OBJECTIVE To estimate the incidence, prevalence, overall survival (OS) and burden of comorbidities in adult mastocytosis patients identified in Swedish population-based registries. METHODS Individuals (≥ 20 years of age) with a mastocytosis diagnosis in the National Patient Register (NPR) and/or the Swedish Cancer Register (SCR) between 2001 and 2018, were identified. In a matched cohort design, for each case five randomly selected mastocytosis-free comparators matched on age, sex, and county of residence were chosen from the Population Register. The Kaplan-Meier method was used to compare OS between individuals with mastocytosis and comparators. Information on concomitant disease at baseline was assessed by use of the Charlson Comorbidity Index (CCI). RESULTS We identified 2,040 adults with a mastocytosis diagnosis yielding an annual incidence of 1.56 per 100,000 (95% CI 1.29-1.87) and a prevalence of 23.9 per 100,000 (95% CI 22.8-25.0). The comorbidity burden was higher, and the OS lower, in patients with mastocytosis compared to comparators. INTERPRETATION We found a higher incidence and prevalence of mastocytosis compared to assessments in other settings and confirmed that the prognosis generally is favorable. Of special note was evidence of a higher comorbidity burden in mastocytosis patients compared to the background population. LIMITATIONS Underreporting and inconsistencies in the use of diagnostic codes.
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Affiliation(s)
- Anna Bergström
- Department of Medical Sciences, Dermatology and Venereology, Uppsala University, Uppsala Akademiska Hospital, Uppsala, Sweden.
| | - Hans Hägglund
- Department of Medical Sciences, Hematology, Uppsala University, Uppsala, Sweden
| | | | - Gunnar Nilsson
- Department of Medicine, Division of Immunology and Allergy, Karolinska Institutet, Karolinska University Hospital, Stockholm; Department of Medical Sciences, Hematology, Uppsala University, Uppsala, Sweden
| | - Mats Lambe
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden; Regional Cancer Center, Central Sweden, Uppsala, Sweden
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Fedder J, Fagerberg C, Jørgensen MW, Gravholt CH, Berglund A, Knudsen UB, Skakkebæk A. Correction: Complete or partial loss of the Y chromosome in an unselected cohort of 865 non-vasectomized, azoospermic men. Basic Clin Androl 2024; 34:1. [PMID: 38182976 PMCID: PMC10768135 DOI: 10.1186/s12610-023-00218-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2024] Open
Affiliation(s)
- J Fedder
- Centre of Andrology & Fertility Clinic, Odense University Hospital, Kløvervænget 23, 5000, Odense, Denmark.
- Department of Clinical Medicine, University of Southern Denmark, Odense, Denmark.
- Fertility Clinic, Horsens Hospital, Horsens, Denmark.
| | - C Fagerberg
- Department of Clinical Genetics, Odense University Hospital, Odense, Denmark
| | - M W Jørgensen
- Department of Clinical Genetics, Lillebaelt Hospital, Vejle, Denmark
| | - C H Gravholt
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Endocrinology, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - A Berglund
- Department of Clinical Genetics, Odense University Hospital, Odense, Denmark
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus, Denmark
| | - U B Knudsen
- Fertility Clinic, Horsens Hospital, Horsens, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - A Skakkebæk
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus, Denmark
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Fedder J, Fagerberg C, Jørgensen MW, Gravholt CH, Berglund A, Knudsen UB, Skakkebæk A. Complete or partial loss of the Y chromosome in an unselected cohort of 865 non-vasectomized, azoospermic men. Basic Clin Androl 2023; 33:37. [PMID: 38093178 PMCID: PMC10720143 DOI: 10.1186/s12610-023-00212-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 10/26/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND Structural abnormalities as well as minor variations of the Y chromosome may cause disorders of sex differentiation or, more frequently, azoospermia. This study aimed to determine the prevalence of loss of Y chromosome material within the spectrum ranging from small microdeletions in the azoospermia factor region (AZF) to complete loss of the Y chromosome in azoospermic men. RESULTS Eleven of 865 azoospermic men (1.3%) collected from 1997 to 2022 were found to have a karyotype including a 45,X cell line. Two had a pure 45,X karyotype and nine had a 45,X/46,XY mosaic karyotype. The AZF region, or part of it, was deleted in eight of the nine men with a structural abnormal Y-chromosome. Seven men had a karyotype with a structural abnormal Y chromosome in a non-mosaic form. In addition, Y chromosome microdeletions were found in 34 men with a structural normal Y chromosome. No congenital malformations were detected by echocardiography and ultrasonography of the kidneys of the 11 men with a 45,X mosaic or non-mosaic cell line. CONCLUSIONS In men with azoospermia, Y chromosome loss ranging from small microdeletions to complete loss of the Y chromosome was found in 6.1% (53/865). Partial AZFb microdeletions may give a milder testicular phenotype compared to complete AZFb microdeletions.
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Affiliation(s)
- J Fedder
- Centre of Andrology & Fertility Clinic, Odense University Hospital, Kløvervænget 23, DK-5000, Odense, Denmark.
- Department of Clinical Medicine, University of Southern Denmark, Odense, Denmark.
- Fertility Clinic, Horsens Hospital, Horsens, Denmark.
| | - C Fagerberg
- Department of Clinical Genetics, Odense University Hospital, Odense, Denmark
| | - M W Jørgensen
- Department of Clinical Genetics, Lillebaelt Hospital, Vejle, Denmark
| | - C H Gravholt
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Endocrinology, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - A Berglund
- Department of Clinical Genetics, Odense University Hospital, Odense, Denmark
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus, Denmark
| | - U B Knudsen
- Fertility Clinic, Horsens Hospital, Horsens, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - A Skakkebæk
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Clinical Genetics, Aarhus University Hospital, Aarhus, Denmark
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10
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Nilsson J, Bergström S, Hållberg H, Berglund A, Bergqvist M, Holgersson G. Prospective Study of Preferred Versus Actual Place of Death Among Swedish Palliative Cancer Patients. Am J Hosp Palliat Care 2023:10499091231213640. [PMID: 37933153 DOI: 10.1177/10499091231213640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2023] Open
Abstract
Background: The place of death of cancer patients is an important aspect of end-of-life care. However, little research has been conducted regarding factors that may influence the preferred and actual place of death in cancer patients and whether the patients die at their preferred place of death. In this study, we aimed to investigate the preferred and actual place of death for palliative cancer patients, and factors influencing these variables. Methods: Patients diagnosed with cancer and admitted to a palliative care team across three Swedish cities between 2019 and 2022 were asked for participation. Participants completed a questionnaire capturing sociodemographic data and preferred place of death. Further data regarding age, sex, and cancer type were collated at inclusion, and the actual place of death recorded for those deceased by 5-May-2023. Results: The study included 242 patients. A majority (79%) wanted to die at home which was the actual death location for 76% of the patients. When the place-of-death decision was made by the patient alone, 75% chose home, compared to 96% when decided jointly with relatives-a statistically significant variation (p = 0.0037). For the patients who wanted to die at home, 80% actually died at home, with insignificant disparities among subgroups. Conclusions: Most palliative cancer patients in this Swedish cohort preferred and achieved death at home. Involving relatives in decision-making may influence the preferred place of death, however larger studies are needed to comprehensively assess factors affecting the preferred and actual place of death in different subgroups of patients.
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Affiliation(s)
- Jonas Nilsson
- Center for Research & Development, Uppsala University/ County Council of Gävleborg, Gävle Hospital, Gävle, Sweden
- Department of Radiation Sciences & Oncology, Umeå University Hospital, Umeå, Sweden
- Department of Radiology, Gävle Hospital, Gävle, Sweden
| | - Stefan Bergström
- Center for Research & Development, Uppsala University/ County Council of Gävleborg, Gävle Hospital, Gävle, Sweden
| | | | | | - Michael Bergqvist
- Department of Radiation Sciences & Oncology, Umeå University Hospital, Umeå, Sweden
- Department of Immunology Genetics and Pathology, Section of clinical and experimental oncology, Uppsala University Hospital, Uppsala, Sweden
| | - Georg Holgersson
- Department of Immunology Genetics and Pathology, Section of clinical and experimental oncology, Uppsala University Hospital, Uppsala, Sweden
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11
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Dickey BL, Putney RM, Suneja G, Kresovich JK, Spivak AM, Patel AB, Teng M, Extermann M, Giuliano AR, Gillis N, Berglund A, Coghill AE. Differences in epigenetic age by HIV status among patients with a non-AIDS defining cancer. AIDS 2023; 37:2049-2057. [PMID: 37467055 PMCID: PMC10538418 DOI: 10.1097/qad.0000000000003661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/21/2023]
Abstract
OBJECTIVE People with HIV (PWH) are living longer and experiencing higher numbers of non-AIDS-defining cancers (NADC). Epigenetic aging biomarkers have been linked to cancer risk, and cancer is now a leading cause of death in PWH, but these biomarkers have not been investigated in PWH and cancer. DESIGN In order to compare epigenetic age by HIV status, HIV-uninfected participants were matched to PWH by reported age, tumor site, tumor sequence number, and cancer treatment status. METHODS DNA from blood was assayed using Illumina MethylationEPIC BeadChip, and we estimated immune cell composition and aging from three epigenetic clocks: Horvath, GrimAge, and epiTOC2. Age acceleration by clock was computed as the residual from the expected value, calculated using linear regression, for each study participant. Comparisons across HIV status used the Wilcoxon rank sum test. Hazard ratios and 95% confidence intervals for the association between age acceleration and survival in PWH were estimated with Cox regression. RESULTS Among 65 NADC participants with HIV and 64 without, biological age from epiTOC2 ( P < 0.0001) and GrimAge ( P = 0.017) was significantly higher in PWH. Biological age acceleration was significantly higher in PWH using epiTOC2 ( P < 0.01) and GrimAge ( P < 0.0001), with the difference in GrimAge remaining statistically significant after adjustment for immune cell composition. Among PWH, GrimAge acceleration was significantly associated with increased risk of death (hazard ratio 1.11; 95% confidence interval (CI) 1.04-1.18). CONCLUSION We observed a higher epigenetic age in PWH with a NADC diagnosis compared with their HIV-uninfected counterparts, as well as a significant association between this accelerated biological aging and survival for patients diagnosed with a NADC.
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Affiliation(s)
| | - Ryan M Putney
- Biostatistics/Bioinformatics Division, Moffitt Cancer Center
| | - Gita Suneja
- Department of Radiation Oncology, University of Utah
| | - Jacob K Kresovich
- Department of Cancer Epidemiology
- Department of Breast Oncology, Moffitt Cancer Center
| | - Adam M Spivak
- Division of Infectious Diseases, Department of Medicine, University of Utah School of Medicine
| | - Ami B Patel
- Division of Hematology and Hematologic Malignancies, University of Utah, Salt Lake City, Utah
| | - Mingxiang Teng
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center & Research Institute
| | | | - Anna R Giuliano
- Department of Cancer Epidemiology
- Center for Immunization and Infection Research in Cancer
| | | | - Anders Berglund
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center & Research Institute
| | - Anna E Coghill
- Department of Cancer Epidemiology
- Center for Immunization and Infection Research in Cancer
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa, Florida, USA
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12
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Li R, Sexton WJ, Dhillon J, Berglund A, Naidu S, Borjas G, Rose K, Kim Y, Wang X, Conejo-Garcia JR, Jain RK, Poch MA, Spiess PE, Pow-Sang J, Gilbert SM, Zhang J. A Phase II Study of Durvalumab for Bacillus Calmette-Guerin (BCG) Unresponsive Urothelial Carcinoma In Situ of the Bladder. Clin Cancer Res 2023; 29:3875-3881. [PMID: 37505486 DOI: 10.1158/1078-0432.ccr-23-0354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Revised: 05/04/2023] [Accepted: 07/26/2023] [Indexed: 07/29/2023]
Abstract
PURPOSE Immune checkpoint blockade holds promise for treating bacillus Calmette-Guerin (BCG)-unresponsive non-muscle-invasive bladder cancer (NMIBC). In this phase II study, we investigated the safety and efficacy of durvalumab, a human IgG1 monoclonal antibody, against BCG-unresponsive carcinoma in situ (CIS). PATIENTS AND METHODS Patients with BCG-unresponsive CIS-containing NMIBC received durvalumab IV at 1,500 mg every 4 weeks for up to 12 months. The primary endpoint was complete response (CR) rate at month 6, defined by negative cystoscopy, urine cytology, and absence of high-grade recurrence on bladder mapping biopsy. The null hypothesis specified a CR rate of 18% and alternative hypothesis of 40%. According to the Simon two-stage design, if ≤3/13 patients achieved CR during stage 1, the trial is stopped due to futility. RESULTS Between March 8, 2017, and January 24, 2020, 17 patients were accrued whereas 4 withdrew from study treatment after bladder biopsy at month 3 was positive for CIS. Two of 17 (12%) achieved a CR at month 6, with duration of response of 10 and 18 months, respectively. A single grade 3 lipase elevation was attributed to durvalumab, and immune-related adverse events were observed in 7/17 (41%) patients. Only 1/17 patients had high programmed death-ligand 1 expression pretreatment. On RNA sequencing, complement activation genes were elevated posttreatment, along with enrichment of tumor-associated macrophage signature. CONCLUSIONS Durvalumab monotherapy conferred minimal efficacy in treating BCG-unresponsive CIS of the bladder, with 6-month CR of 12%. Complement activation is a potential mechanism behind treatment resistance.
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Affiliation(s)
- Roger Li
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
- Department of Immunology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Wade J Sexton
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Jasreman Dhillon
- Department of Pathology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Anders Berglund
- Department of Biostatistics/Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Shreyas Naidu
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
- Department of Immunology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Gustavo Borjas
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
- Department of Immunology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Kyle Rose
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Youngchul Kim
- Department of Biostatistics/Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Xuefeng Wang
- Department of Biostatistics/Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, Florida
| | | | - Rohit K Jain
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Michael A Poch
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Philippe E Spiess
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Julio Pow-Sang
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Scott M Gilbert
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Jingsong Zhang
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
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13
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Åkerstedt J, Berglund A, Kolakowski P, Sliwinski P, Jablonski M, Bobinski L. Assessment of Navigated Pedicle Screws From Intraoperative Imaging: A Prospective Study of Accuracy and Agreement. Int J Spine Surg 2023; 17:684-689. [PMID: 37879846 PMCID: PMC10623665 DOI: 10.14444/8550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2023] Open
Abstract
BACKGROUND Intraoperative (IO) image guidance surgery using 3-dimensional fluoroscopic navigation methods, such as the O-arm system, has improved the accuracy of pedicle screw placement in instrumented spine surgery. IO and postoperative (PO) validation of the implant's correct position from radiological images is a decisive step to ensure patient safety and avoidance of complications related to implant misplacement. In this prospective single-center study, the authors investigated the accuracy and agreement of assessment of pedicle screws from IO O-arm images in comparison to PO computed tomography images. This study aimed to determine whether final evaluation of pedicle screws can safely be conducted from IO images that supersedes the PO computed tomography control. METHODS A prospective single-center study was carried out at the Spine Unit in the Department of Orthopedics at Umeå University Hospital between 2019 and 2021. All patients enrolled in the study underwent instrumented thoracolumbar spine surgery using navigation. Imaging data were obtained from IO and PO examinations. Four reviewers-2 attending senior spine surgeons, 1 final year resident in orthopedics, and 1 attending neuroradiologist-classified pedicle screws using the Gertzbein and Robbins classification system. Agreement and accuracy of the reviewers were studied to evaluate the assessment of pedicle screws from IO and PO images. RESULTS A total of 70 patients (422 screws) were included in the study. There was high accuracy among surgeons both on IO and PO images (0.96-0.97, 95% CI [0.94-0.99] and 0.97, 95% CI [0.94-0.99], respectively), and the overall agreement between all raters was 92% to 98% (95% CI [0.90, 1.00]). The discrepancy in assessment between optimal (Group 1) and suboptimal (Group 2) screws between IO and PO images was as low as 1% to 1.7%, which indicates that very few suboptimal screws are missed in the assessment of IO images. CONCLUSIONS The assessment of navigated pedicle screws using IO images is safe and reliable and may replace the need for further assessment using PO imaging. LEVEL OF EVIDENCE: 3
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Affiliation(s)
- Josefin Åkerstedt
- Department of Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden
- Spine Unit, Department of Orthopedics, Umeå University Hospital, Umeå, Sweden
| | - Anders Berglund
- Epistat AB, Statistical analysis, Uppsala Science Park, Uppsala, Sweden
| | | | - Piotr Sliwinski
- Section of Neuroradiology, Regional Hospital of Sundsvall, Sundsvall, Sweden
| | - Marcin Jablonski
- Spine Unit, Department of Orthopedics, Umeå University Hospital, Umeå, Sweden
| | - Lukas Bobinski
- Department of Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden
- Spine Unit, Department of Orthopedics, Umeå University Hospital, Umeå, Sweden
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14
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Isaksson J, Berglund A, Louie K, Willén L, Hamidian A, Edsjö A, Enlund F, Planck M, Vikström A, Johansson M, Hallqvist A, Wagenius G, Botling J. KRAS G12C Mutant Non-Small Cell Lung Cancer Linked to Female Sex and High Risk of CNS Metastasis: Population-based Demographics and Survival Data From the National Swedish Lung Cancer Registry. Clin Lung Cancer 2023; 24:507-518. [PMID: 37296038 DOI: 10.1016/j.cllc.2023.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 05/08/2023] [Accepted: 05/08/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND Real-world data on demographics related to KRAS mutation subtypes are crucial as targeted drugs against the p.G12C variant have been approved. METHOD We identified 6183 NSCLC patients with reported NGS-based KRAS status in the Swedish national lung cancer registry between 2016 and 2019. Following exclusion of other targetable drivers, three cohorts were studied: KRAS-G12C (n = 848), KRAS-other (n = 1161), and driver negative KRAS-wild-type (wt) (n = 3349). RESULTS The prevalence of KRAS mutations and the p.G12C variant respectively was 38%/16% in adenocarcinoma, 28%/13% in NSCLC-NOS and 6%/2% in squamous cell carcinoma. Women were enriched in the KRAS-G12C (65%) and KRAS-other (59%) cohorts versus KRAS-wt (48%). A high proportion of KRAS-G12C patients in stage IV (28%) presented with CNS metastasis (vs. KRAS-other [19%] and KRAS-wt [18%]). No difference in survival between the mutation cohorts was seen in stage I-IIIA. In stage IV, median overall survival (mOS) from date of diagnosis was shorter for KRAS-G12C and KRAS-other (5.8 months/5.2 months) vs. KRAS wt (6.4 months). Women had better outcome in the stage IV cohorts, except in KRAS-G12C subgroup where mOS was similar between men and women. Notably, CNS metastasis did not impact survival in stage IV KRAS-G12C, but was associated with poorer survival, as expected, in KRAS-other and KRAS-wt. CONCLUSION The KRAS p.G12C variant is a prevalent targetable driver in Sweden and significantly associated with female sex and presence of CNS metastasis. We show novel survival effects linked to KRAS p.G12C mutations in these subgroups with implications for clinical practice.
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Affiliation(s)
- Johan Isaksson
- Department of Immunology Genetics and Pathology, Science for life laboratory, Uppsala University, Uppsala, Sweden; Center for Research and Development, Uppsala University/Region Gävleborg, Uppsala, Sweden
| | | | | | - Linda Willén
- Center for Research and Development, Uppsala University/Region Gävleborg, Uppsala, Sweden; Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | | | - Anders Edsjö
- Department of Clinical Genetics, Pathology and Molecular Diagnostics, Region Skåne, Sweden; Division of Pathology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | | | - Maria Planck
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Lund, Sweden
| | - Anders Vikström
- Department of Pulmonary Medicine, Linköping University Hospital, Linköping, Sweden
| | - Mikael Johansson
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Andreas Hallqvist
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| | - Gunnar Wagenius
- Cancer Theme, Karolinska University Hospital, Stockholm, Sweden
| | - Johan Botling
- Department of Immunology Genetics and Pathology, Science for life laboratory, Uppsala University, Uppsala, Sweden; Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden.
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15
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Heine J, Fowler EEE, Berglund A, Schell MJ, Eschrich S. Techniques to produce and evaluate realistic multivariate synthetic data. Sci Rep 2023; 13:12266. [PMID: 37507387 PMCID: PMC10382509 DOI: 10.1038/s41598-023-38832-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 07/16/2023] [Indexed: 07/30/2023] Open
Abstract
Data modeling requires a sufficient sample size for reproducibility. A small sample size can inhibit model evaluation. A synthetic data generation technique addressing this small sample size problem is evaluated: from the space of arbitrarily distributed samples, a subgroup (class) has a latent multivariate normal characteristic; synthetic data can be generated from this class with univariate kernel density estimation (KDE); and synthetic samples are statistically like their respective samples. Three samples (n = 667) were investigated with 10 input variables (X). KDE was used to augment the sample size in X. Maps produced univariate normal variables in Y. Principal component analysis in Y produced uncorrelated variables in T, where the probability density functions were approximated as normal and characterized; synthetic data was generated with normally distributed univariate random variables in T. Reversing each step produced synthetic data in Y and X. All samples were approximately multivariate normal in Y, permitting the generation of synthetic data. Probability density function and covariance comparisons showed similarity between samples and synthetic samples. A class of samples has a latent normal characteristic. For such samples, this approach offers a solution to the small sample size problem. Further studies are required to understand this latent class.
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Affiliation(s)
- John Heine
- Cancer Epidemiology Department, Moffitt Cancer Center and Research Institute, 12902 Bruce B. Downs Blvd, Tampa, FL, 33612, USA.
| | - Erin E E Fowler
- Cancer Epidemiology Department, Moffitt Cancer Center and Research Institute, 12902 Bruce B. Downs Blvd, Tampa, FL, 33612, USA
| | - Anders Berglund
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center and Research Institute, 12902 Bruce B. Downs Blvd, Tampa, FL, 33612, USA
| | - Michael J Schell
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center and Research Institute, 12902 Bruce B. Downs Blvd, Tampa, FL, 33612, USA
| | - Steven Eschrich
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center and Research Institute, 12902 Bruce B. Downs Blvd, Tampa, FL, 33612, USA
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16
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Enlund M, Berglund A, Enlund A, Lundberg J, Wärnberg F, Wang DX, Ekman A, Ahlstrand R, Flisberg P, Hedlund L, Östlund I, Bergkvist L. Impact of general anaesthesia on breast cancer survival: a 5-year follow up of a pragmatic, randomised, controlled trial, the CAN-study, comparing propofol and sevoflurane. EClinicalMedicine 2023; 60:102037. [PMID: 37333664 PMCID: PMC10276257 DOI: 10.1016/j.eclinm.2023.102037] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 05/19/2023] [Accepted: 05/19/2023] [Indexed: 06/20/2023] Open
Abstract
Background Anaesthesia may impact long-term cancer survival. In the Cancer and Anaesthesia study, we hypothesised that the hypnotic drug propofol will have an advantage of at least five percentage points in five-year survival over the inhalational anaesthetic sevoflurane for breast cancer surgery. Methods From 2118 eligible breast cancer patients scheduled for primary curable, invasive breast cancer surgery, 1764 were recruited after ethical approval and individual informed consent to this open label, single-blind, randomised trial at four county- and three university hospitals in Sweden and one Chinese university hospital. Of surveyed patients, 354 were excluded, mainly due to refusal to participate. Patients were randomised by computer at the monitoring organisation to general anaesthesia maintenance with either intravenous propofol or inhaled sevoflurane in a 1:1 ratio in permuted blocks. Data related to anaesthesia, surgery, oncology, and demographics were registered. The primary endpoint was five-year overall survival. Data are presented as Kaplan-Meier survival curves and Hazard Ratios based on Cox univariable regression analyses by both intention-to-treat and per-protocol. EudraCT, 2013-002380-25 and ClinicalTrials.gov, NCT01975064. Findings Of 1764 patients, included from December 3, 2013, to September 29, 2017, 1670 remained for analysis. The numbers who survived at least five years were 773/841 (91.9% (95% CI 90.1-93.8)) in the propofol group and 764/829 (92.2% (90.3-94.0)) in the sevoflurane group, (HR 1.03 (0.73-1.44); P = 0.875); the corresponding results in the per-protocol-analysis were: 733/798 (91.9% (90.0-93.8)) and 653/710 (92.0% (90.0-94.0)) (HR = 1.01 (0.71-1.44); P = 0.955). Survival after a median follow-up of 76.7 months did not indicate any difference between the groups (HR 0.97, 0.72-1.29; P = 0.829, log rank test). Interpretation No difference in overall survival was found between general anaesthesia with propofol or sevoflurane for breast cancer surgery. Funding Swedish Research Council; Uppsala-Örebro Regional Research Council; Västmanland Regional Research Fund; Västmanland Cancer Foundation; Stig and Ragna Gohrton Foundation; Birgit and Henry Knutsson Foundation.
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Affiliation(s)
- Mats Enlund
- Centre for Clinical Research, Västmanland Hospital Västerås, University of Uppsala, Sweden
| | | | - Anna Enlund
- Centre for Clinical Research, Västmanland Hospital Västerås, University of Uppsala, Sweden
| | - Johan Lundberg
- Department of Perioperative and Intensive Care, Skåne University Hospital, Lund, Sweden
| | - Fredrik Wärnberg
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
- Department of Surgery, Sahlgrenska University Hospital, Gothenburg, Sweden
- Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg, Sweden
| | - Dong-Xin Wang
- Department of Anaesthesiology, Peking University First Hospital, Beijing, China
| | - Andreas Ekman
- Department of Anaesthesia and Intensive Care, Kalmar Hospital, Kalmar, Sweden
| | - Rebecca Ahlstrand
- Department of Anaesthesia and Intensive Care, Örebro University Hospital, Örebro, Sweden
| | - Per Flisberg
- Department of Anaesthesia and Intensive Care, Helsingborg Hospital, Helsingborg, Sweden
| | - Lars Hedlund
- Department of Anaesthesia and Intensive Care, Skellefteå Hospital, Sweden
| | - Ingrid Östlund
- Department of Perioperative and Intensive Care, Skåne University Hospital, Lund, Sweden
| | - Leif Bergkvist
- Centre for Clinical Research, Västmanland Hospital Västerås, University of Uppsala, Sweden
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17
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Embring A, Onjukka E, Mercke C, Lax I, Berglund A, Friesland S. Dose Escalation of Oropharyngeal Cancer: Long-Time Follow-Up and Side Effects. Cancers (Basel) 2023; 15:cancers15092580. [PMID: 37174046 PMCID: PMC10177133 DOI: 10.3390/cancers15092580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Revised: 04/13/2023] [Accepted: 04/29/2023] [Indexed: 05/15/2023] Open
Abstract
Previous studies on dose-escalated radiotherapy in head and neck cancer have shown mixed results, and it is not established which patients would benefit from dose escalation. Further, while dose escalation does not appear to increase late toxicity, this needs to be confirmed with longer follow-up. In this study, we analysed treatment outcome and toxicity in 215 patients with oropharyngeal cancer treated with dose-escalated radiotherapy (>72 Gy, EQD2, α/β = 10 Gy, boost by brachytherapy or simultaneous integrated boost) and a matched cohort of 215 patients treated with standard dose external-beam radiotherapy (68 Gy) between 2011 and 2018 at our institution. The 5-year overall survival (OS) was 77.8% (72.4-83.6) and 73.7% (67.8-80.1) in the dose-escalated and standard dose group, respectively (p = 0.24). Median follow-up was 78.1 (49.2-98.4) and 60.2 (38.9-89.4) months in the dose-escalated and standard dose groups, respectively. Grade ≥3 osteoradionecrosis (ORN) and late dysphagia were more common in the dose-escalated group compared to the standard dose group, with 19 (8.8%) vs. 4 (1.9%) patients developing grade ≥3 ORN (p = 0.001), and 39 (18.1%) vs. 21 (9.8%) patients developing grade ≥3 dysphagia (p = 0.01). No predictive factors to help select patients for dose-escalated radiotherapy were found. However, the remarkably good OS in the dose-escalated cohort, despite a predominance of advanced tumour stages, encourages further attempts to identify such factors.
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Affiliation(s)
- Anna Embring
- Department of Oncology, Karolinska University Hospital, 17176 Stockholm, Sweden
- Karolinska Institute, Department of Oncology-Pathology, 17176 Stockholm, Sweden
| | - Eva Onjukka
- Karolinska Institute, Department of Oncology-Pathology, 17176 Stockholm, Sweden
- Department of Medical Radiation Physics and Nuclear Medicine, Karolinska University Hospital, 17176 Stockholm, Sweden
| | - Claes Mercke
- Department of Oncology, Karolinska University Hospital, 17176 Stockholm, Sweden
- Karolinska Institute, Department of Oncology-Pathology, 17176 Stockholm, Sweden
| | - Ingmar Lax
- Karolinska Institute, Department of Oncology-Pathology, 17176 Stockholm, Sweden
- Department of Medical Radiation Physics and Nuclear Medicine, Karolinska University Hospital, 17176 Stockholm, Sweden
| | - Anders Berglund
- Epistat Epidemiology and Statistics Consulting, 75655 Uppsala, Sweden
| | - Signe Friesland
- Department of Oncology, Karolinska University Hospital, 17176 Stockholm, Sweden
- Karolinska Institute, Department of Oncology-Pathology, 17176 Stockholm, Sweden
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18
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Mercke C, Wickart-Johansson G, Sjödin H, Farrajota Neves da Silva P, Alexandersson von Döbeln G, Margolin G, Jonmarker Jaraj S, Carstens H, Berglund A, Lax I, Hellström M, Hammarstedt-Nordenvall L, Friesland S. Radiotherapy-Dose Escalated for Large Volume Primary Tumors-And Cetuximab with or without Induction Chemotherapy for HPV Associated Squamous Cell Carcinoma of the Head and Neck-A Randomized Phase II Trial. Cancers (Basel) 2023; 15:cancers15092543. [PMID: 37174008 PMCID: PMC10177265 DOI: 10.3390/cancers15092543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 04/22/2023] [Accepted: 04/24/2023] [Indexed: 05/15/2023] Open
Abstract
The leading cause of death for patients with HPV associated squamous cell carcinoma of the head and neck (SCCHN) after treatment with chemoradiotherapy (CRT) nowadays is peripheral metastasis. This study investigated whether induction chemotherapy (IC) could improve progression free survival (PFS) and impact on relapse pattern after CRT. METHODS Eligible patients in this multicenter, randomized, controlled, phase 2 trial had p16-positive locoregionally advanced SCCHN. Patients were randomized in a 1:1 ratio to either RT with cetuximab (arm B) versus the same regimen preceded by two cycles of taxotere/cisplatin/5-FU (arm A). The RT dose was escalated to 74.8 Gy for large volume primary tumors. Eligibility criteria included patients of 18-75 years, an ECOG performance status 0-1, and adequate organ functions. RESULTS From January 2011 to February 2016, 152 patients, all with oropharyngeal tumors were enrolled, 77 in arm A and 75 in arm B. Two patients, one in each group, withdrew their consent after randomization, leaving 150 patients for the ITT analysis. PFS at 2 years was 84.2% (95% CI 76.4-92.8) in arm A and 78.4% (95% CI 69.5-88.3) in arm B (HR 1.39, 95% CI 0.69-2.79, p = 0.40). At the time of analysis, there were 26 disease failures, 9 in arm A and 17 in arm B. In arm A, 3 patients had local, 2 regional, and 4 distant relapses as first sites of recurrence, and in arm B, 4, 4, and 9 relapses in corresponding sites. Eight out of 26 patients with disease progression had salvage therapy and 7 were alive NED (no evidence of disease), at 2 years. Locoregional control was 96% in arm A and 97.3% in arm B and OS 93% and 90.5%, respectively. Local failure as first site of recurrence was low, in 4.6% of patients and was similar for T1/T2 and T3/T4 tumors (n.s). Nevertheless, out of 7 patients with primary local failures, 4 were treated with the escalated RT dose. Toxicity was low and similar in the treatment arms. There was one fatal event in arm A where the combined effects of the drugs used in chemotherapy and cetuximab could not be ruled out. CONCLUSIONS PFS, locoregional control and toxicity did not differ between the two arms, OS was high, and there were few local relapses. In arm B, more than twice as many patients had distant metastasis as the first site of relapse compared to arm A. The response to IC was found to define 29% of patients in arm A who did not have a tumor relapse during follow-up. An escalated dose of 74.8 Gy could mitigate the negative impact of large tumor volume but for some patients, even this intensified treatment was insufficient.
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Affiliation(s)
- Claes Mercke
- Theme Cancer, Medical Unit Head&Neck, Lung and Skin Cancer, Karolinska University Hospital, Comprehensive Cancer Center, 17176 Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, 17176 Stockholm, Sweden
| | - Gun Wickart-Johansson
- Theme Cancer, Medical Unit Head&Neck, Lung and Skin Cancer, Karolinska University Hospital, Comprehensive Cancer Center, 17176 Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, 17176 Stockholm, Sweden
| | - Helena Sjödin
- Theme Cancer, Medical Unit Head&Neck, Lung and Skin Cancer, Karolinska University Hospital, Comprehensive Cancer Center, 17176 Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, 17176 Stockholm, Sweden
| | - Pedro Farrajota Neves da Silva
- Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital and Department of Oncology-Pathology, Karolinska Institutet, 17176 Stockholm, Sweden
| | - Gabriella Alexandersson von Döbeln
- Theme Cancer, Medical Unit Head&Neck, Lung and Skin Cancer, Karolinska University Hospital, Comprehensive Cancer Center, 17176 Stockholm, Sweden
- Department of Clinical Sciences, Intervention and Technology, Karolinska Institutet, 17164 Stockholm, Sweden
| | - Gregori Margolin
- Theme Cancer, Medical Unit Head&Neck, Lung and Skin Cancer, Karolinska University Hospital, Comprehensive Cancer Center, 17176 Stockholm, Sweden
- Division of Ear, Nose and throat Diseases and Department of Clinical Sciences, Intervention and Technology, Karolinska Institutet, 17176 Stockholm, Sweden
| | - Sara Jonmarker Jaraj
- Department of Neuroradiology, Karolinska University Hospital, 17176 Stockholm, Sweden
| | - Hanna Carstens
- Theme Cancer, Medical Unit Head&Neck, Lung and Skin Cancer, Karolinska University Hospital, Comprehensive Cancer Center, 17176 Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, 17176 Stockholm, Sweden
| | | | - Ingmar Lax
- Department of Oncology-Pathology, Karolinska Institutet, 17176 Stockholm, Sweden
- Theme Cancer, Karolinska University Hospital, 17176 Stockholm, Sweden
| | - Mats Hellström
- Theme Cancer, Karolinska University Hospital, 17176 Stockholm, Sweden
| | - Lalle Hammarstedt-Nordenvall
- Theme Cancer, Medical Unit Head&Neck, Lung and Skin Cancer, Karolinska University Hospital, Comprehensive Cancer Center, 17176 Stockholm, Sweden
- Division of Ear, Nose and throat Diseases and Department of Clinical Sciences, Intervention and Technology, Karolinska Institutet, 17176 Stockholm, Sweden
| | - Signe Friesland
- Theme Cancer, Medical Unit Head&Neck, Lung and Skin Cancer, Karolinska University Hospital, Comprehensive Cancer Center, 17176 Stockholm, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, 17176 Stockholm, Sweden
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19
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Ottman R, Ganapathy K, Lin HY, Osterman CD, Dutil J, Matta J, Ruiz-Deya G, Wang L, Yamoah K, Berglund A, Chakrabarti R, Park JY. Differential Expression of miRNAs Contributes to Tumor Aggressiveness and Racial Disparity in African American Men with Prostate Cancer. Cancers (Basel) 2023; 15:cancers15082331. [PMID: 37190259 DOI: 10.3390/cancers15082331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 04/15/2023] [Indexed: 05/17/2023] Open
Abstract
Prostate cancer is the leading cancer in incidence and second leading cause of cancer mortality in US men. African American men have significantly higher incidence and mortality rates from prostate cancer than European American men. Previous studies reported that the disparity in prostate cancer survival or mortality can be explained by different biological backgrounds. microRNAs (miRNAs) regulate gene expression of their cognate mRNAs in many cancers. Therefore, miRNAs may be a potentially promising diagnostic tool. The role of miRNAs in prostate cancer aggressiveness and racial disparity has not been fully established. The goal of this study is to identify miRNAs associated with aggressiveness and racial disparity in prostate cancer. Here we report miRNAs that are associated with tumor status and aggressiveness in prostate cancer using a profiling approach. Further, downregulated miRNAs in African American tissues were confirmed by qRT-PCR. These miRNAs have also been shown to negatively regulate the expression of the androgen receptor in prostate cancer cells. This report provides a novel insight into understanding tumor aggressiveness and racial disparities of prostate cancer.
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Affiliation(s)
- Richard Ottman
- Burnett School of Biomedical Sciences, University of Central Florida, Orlando, FL 32816, USA
| | - Kavya Ganapathy
- Burnett School of Biomedical Sciences, University of Central Florida, Orlando, FL 32816, USA
| | - Hui-Yi Lin
- Biostatistics Program, School of Public Health, Louisiana State University Health Sciences Center, New Orleans, LA 70112, USA
| | - Carlos Diaz Osterman
- Department of Basic Sciences, Ponce Research Institute, School of Medicine, Ponce Health Sciences University, Ponce, PR 00716, USA
| | - Julie Dutil
- Department of Basic Sciences, Ponce Research Institute, School of Medicine, Ponce Health Sciences University, Ponce, PR 00716, USA
| | - Jaime Matta
- Department of Basic Sciences, Ponce Research Institute, School of Medicine, Ponce Health Sciences University, Ponce, PR 00716, USA
| | - Gilberto Ruiz-Deya
- Department of Basic Sciences, Ponce Research Institute, School of Medicine, Ponce Health Sciences University, Ponce, PR 00716, USA
| | - Liang Wang
- Department of Tumor Biology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Kosj Yamoah
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Anders Berglund
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Ratna Chakrabarti
- Burnett School of Biomedical Sciences, University of Central Florida, Orlando, FL 32816, USA
| | - Jong Y Park
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
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20
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Embring A, Onjukka E, Mercke C, Lax I, Berglund A, Friesland S. Dose escalation in oropharyngeal cancer: a comparison of simultaneous integrated boost and brachytherapy boost. Radiat Oncol 2023; 18:65. [PMID: 37029424 PMCID: PMC10082532 DOI: 10.1186/s13014-023-02256-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 04/03/2023] [Indexed: 04/09/2023] Open
Abstract
BACKGROUND Local recurrence is the most common pattern of failure in head and neck cancer. It can therefore be hypothesised that some of these patients would benefit from an intensified local treatment, such as radiation dose escalation of the primary tumour. This study compares treatment and toxicity outcomes from two different boost modalities in oropharyngeal cancer: simultaneous integrated boost (SIB) and brachytherapy boost. METHODS Two hundred and forty-four consecutive patients treated with > 72 Gy for oropharyngeal squamous cell carcinoma between 2011 and 2018 at our institution were retrospectively analysed. Data on side effects were collected from a local quality registry and supplemented with a review of medical records. Patients receiving a brachytherapy boost first had external beam radiotherapy consisting of 68 Gy in 2 Gy fractions to the gross tumour volume (GTV), and elective radiotherapy to the neck bilaterally. The brachytherapy boost was typically given using pulsed dose rate, 15 fractions and 0.56-0.66 Gy per fraction [total dose in EQD2 = 75.4-76.8 Gy (α/β = 10)]. The typical dose escalated radiotherapy with external beam radiotherapy only, was delivered using SIB with 74,8 Gy in 2.2 Gy fractions [EQD2 = 76.0 Gy (α/β = 10)] to the primary tumour, 68 Gy in 2 Gy fractions to GTV + 10 mm margin and elective radiotherapy to the neck bilaterally. RESULTS Dose escalation by SIB was given to 111 patients and brachytherapy boost to 134 patients. The most common type of cancer was base of tongue (55%), followed by tonsillar cancer (42%). The majority of patients had T3- or T4-tumours and 84% were HPV-positive. The 5-year OS was 72,4% (95% CI 66.9-78.3) and the median follow-up was 6.1 years. Comparing the two different dose escalation modalities we found no significant differences in OS or PFS and these results remained after a propensity-score matched analysis was performed. The analysis of grade ≥ 3 side effects showed no significant differences between the two different dose escalation techniques. CONCLUSIONS We found no significant differences in survival or grade ≥ 3 side effects comparing simultaneous integrated boost and brachytherapy boost as alternative dose escalation modalities in the treatment of oropharyngeal cancer.
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Affiliation(s)
- Anna Embring
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden.
- Department of Oncology, Karolinska University Hospital, Anna Steckséns Gata 41, 171 76, Solna, Stockholm, Sweden.
| | - Eva Onjukka
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Medical Radiation Physics and Nuclear Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Claes Mercke
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Department of Oncology, Karolinska University Hospital, Anna Steckséns Gata 41, 171 76, Solna, Stockholm, Sweden
| | - Ingmar Lax
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Medical Radiation Physics and Nuclear Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Anders Berglund
- Epistat Epidemiology and Statistics Consulting, Uppsala, Sweden
| | - Signe Friesland
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
- Department of Oncology, Karolinska University Hospital, Anna Steckséns Gata 41, 171 76, Solna, Stockholm, Sweden
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21
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Berglund A, Yamoah K, Osterman CD, Dutil J, Matta J, Ruiz-Deya G, Wang L, Park H, Lotan T, Putney R, Kim S, Kim SJ, Gwede C, Falahat R, Mule J, Kim Y, Chakrabarti R, Park JY. Abstract 1896: Dysregulation of DNA methylation in prostate cancer among African American men. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-1896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Men of African ancestry have the higher incidence and mortality rates of prostate cancer (PCa) worldwide. These health disparities may be contributed by environmental or biological factors, such as epigenomics. Differential DNA methylation can influence carcinogenesis and disease progression. Indeed, the most common molecular event in PCa is dysregulation of DNA methylation. Among these epigenetic changes, some specific changes may be associated with poor outcomes. Numerous studies reported that differential DNA methylation influences the likelihood of developing PCa and affects its progression. However, most studies were based on European American patients. There is a need to investigate methylation profiles to evaluate potential African American-specific methylated genes, since differential DNA methylation may influence health disparities in PCa. This study aimed to investigate differentially DNA methylated genes between tumor vs. adjacent normal, and aggressive vs. indolent PCa (based on Gleason Score) in 120 African American patients from Florida. Genomic DNA samples were extracted by macro-dissection from FFPE. DNA methylation patterns were assessed using the human Illumina Infinium Methylation EPIC array. We identified 5,097 differentially methylated CpG-sites (q<0.01, lΔβl > 0.2) A few representative differentially methylated regions (DMRs) include immune genes, such as CD40, OX40L, Galectin 3, and STING, in prostate tumor tissues as compared with normal tissues. There was also a clear global increase of methylation level in the tumor samples compared to the normal tissues. Regarding PCa aggressiveness, 6,775 (Hypo:4,252, and Hyper: 2,523) differentially methylated CpG-sites (q<0.05, lΔβl > 0.1) were identified when two groups GG1 (Gleason score 6) vs GG4/5 (Gleason score 8≤) were compared. Among these 6,775 CpG-sites, many CpG-probes are consistently significant in more than one comparison. For example, 1,182 hyper and 1,660 hypo-methylation sites were identified in the comparison between GG1 and GG2/3 (Gleason score 7), while 362 hyper- and 1,640 hypo-methylation sites were found in the GG2/3 vs GG4/5 comparison. A small fraction of probes (51 hyper and 155 hypomethylated probes) was consistently found in all comparisons. These genes, MMP16, CDH13, CCND2, and SEPT9, were previously reported to have a role in PCa progression. This study identified several differentially methylated genes, associated with risk or aggressiveness. Most of these changes appear to overlap in different comparisons, thus GG1 vs. GG2/3 or GG2/3 vs. GG4/5 comparison. Many differentially methylated genes identified here have previously been associated with PCa risk or tumor aggressiveness. These results will shed light on potential mechanisms contributing to PCa disparities in African American population.
Citation Format: Anders Berglund, Kosj Yamoah, Carlos Diaz Osterman, Julie Dutil, Jaime Matta, Gilberto Ruiz-Deya, Liang Wang, Hyun Park, Tamara Lotan, Ryan Putney, Sungjune Kim, Seung Joon Kim, Clement Gwede, Rana Falahat, James Mule, Youngchul Kim, Ratna Chakrabarti, Jong Y. Park. Dysregulation of DNA methylation in prostate cancer among African American men [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 1896.
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Affiliation(s)
| | | | | | - Julie Dutil
- 2Ponce Health Sciences University, Ponce, PR
| | - Jaime Matta
- 2Ponce Health Sciences University, Ponce, PR
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22
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Wagenius G, Vikström A, Berglund A, Salomonsson S, Bencina G, Hu X, Chirovsky D, Brunnström H. 51P Real-word outcomes of immunotherapy in non-small cell lung cancer: A population-based cohort study in Sweden. J Thorac Oncol 2023. [DOI: 10.1016/s1556-0864(23)00305-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023]
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23
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Zota V, Siegal GP, Kelly D, Bridge JA, Berglund A, Bui K, Khalil F, R Reed D, Altiok S, Magliocco A, Bui MM. Validation of PRKCB Immunohistochemistry as a Biomarker for the Diagnosis of Ewing Sarcoma. Fetal Pediatr Pathol 2023; 42:241-252. [PMID: 36062956 DOI: 10.1080/15513815.2022.2117579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Background: Ewing sarcoma (ES) can be confirmed by identifying the EWSR1-FLI1 fusion transcript. This study is to investigate whether immunostaining (IHC) of PRKCB-a protein directly regulated by EWSR1-FLI1 is a surrogate maker for diagnosing ES in routine practice. Methods: Microarray gene expression analyses were conducted. RKCB IHC was applied to 69 ES confirmed by morphology and molecular methods, and 41 non-Ewing small round cell tumors. EWSR1 rearrangement, EWSR1-FLI1 fusion or t(11;22)(q24;q12) were identified by fluorescence in situ hybridization, reverse transcriptase polymerase chain reaction, or cytogenetic analysis, respectively. Results: Gene array analyses showed significant overexpression of the PRKCB in ES. PRKCB IHC was positive in 19 cases of ES with EWSR1-FLI1 fusion, 3 cases with cytogenetic 11:22 translocation and 59 cases with EWSR1 rearrangement while negative in only one EWSR1 rearranged case. PRKCB IHC is sensitive (98%) and specific (96%) in detecting EWSR1 rearranged ES. Conclusions: PRKCB is a reliable antibody for diagnosing ES in routine practice.
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Affiliation(s)
- Victor Zota
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Center, Tampa, FL, USA
| | - Gene P Siegal
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, USA
- Department of Genetics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - David Kelly
- Department of Pathology and Laboratory, Children's of Alabama, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Julia A Bridge
- Molecular Pathology, ProPath, Dallas, TX, USA
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Anders Berglund
- Biostatistics and Bioinformatics Core, H. Lee Moffitt Cancer Center and Research Center, Tampa, FL, USA
| | - Katherine Bui
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Center, Tampa, FL, USA
| | - Farah Khalil
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Center, Tampa, FL, USA
| | - Damon R Reed
- Department of Individualized Cancer Management, H. Lee Moffitt Cancer Center and Research Center, Tampa, FL, USA
| | - Soner Altiok
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Center, Tampa, FL, USA
| | - Anthony Magliocco
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Center, Tampa, FL, USA
| | - Marilyn M Bui
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Center, Tampa, FL, USA
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24
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Chakiryan NH, Kim Y, Berglund A, Chang A, Kimmel GJ, Hajiran A, Nguyen J, Moran-Segura C, Saeed-Vafa D, Katende EN, Lopez-Blanco N, Chahoud J, Rappold P, Spiess PE, Fournier M, Jeong D, Wang L, Teer JK, Dhillon J, Kuo F, Hakimi AA, Altrock PM, Mulé JJ, Manley BJ. Geospatial characterization of immune cell distributions and dynamics across the microenvironment in clear cell renal cell carcinoma. J Immunother Cancer 2023; 11:jitc-2022-006195. [PMID: 37185232 PMCID: PMC10151991 DOI: 10.1136/jitc-2022-006195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/30/2023] [Indexed: 05/17/2023] Open
Abstract
INTRODUCTION In clear cell renal cell carcinoma (ccRCC), tumor-associated macrophage (TAM) induction of CD8+T cells into a terminally exhausted state has been implicated as a major mechanism of immunotherapy resistance, but a deeper biological understanding is necessary. METHODS Primary ccRCC tumor samples were obtained from 97 patients between 2004 and 2018. Multiplex immunofluorescence using lymphoid and myeloid markers was performed in seven regions of interest per patient across three predefined zones, and geospatial analysis was performed using Ripley's K analysis, a methodology adapted from ecology. RESULTS Clustering of CD163+M2 like TAMs into the stromal compartment at the tumor-stroma interface was associated with worse clinical stage (tumor/CD163+nK(75): stage I/II: 4.4 (IQR -0.5 to 5.1); stage III: 1.4 (IQR -0.3 to 3.5); stage IV: 0.6 (IQR -2.1 to 2.1); p=0.04 between stage I/II and stage IV), and worse overall survival (OS) and cancer-specific survival (CSS) (tumor/CD163+nK(75): median OS-hi=149 months, lo=86 months, false-discovery rate (FDR)-adj. Cox p<0.001; median CSS-hi=174 months, lo=85 months; FDR-adj. Cox p<0.001). An RNA-seq differential gene expression score was developed using this geospatial metric, and was externally validated in multiple independent cohorts of patients with ccRCC including: TCGA KIRC, and the IMmotion151, IMmotion150, and JAVELIN Renal 101 clinical trials. In addition, this CD163+ geospatial pattern was found to be associated with a higher TIM-3+ proportion of CD8+T cells, indicative of terminal exhaustion (tumor-core: 0.07 (IQR 0.04-0.14) vs 0.40 (IQR 0.15-0.66), p=0.05). CONCLUSIONS Geospatial clustering of CD163+M2 like TAMs into the stromal compartment at the tumor-stromal interface was associated with poor clinical outcomes and CD8+T cell terminal exhaustion.
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Affiliation(s)
- Nicholas H Chakiryan
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
- Translational Oncology, Oregon Health & Science University Knight Cancer Institute, Portland, Oregon, USA
| | - Youngchul Kim
- Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Anders Berglund
- Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Andrew Chang
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Gregory J Kimmel
- Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Ali Hajiran
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Jonathan Nguyen
- Department of Pathology, H Lee Moffitt Cancer Center, Tampa, Florida, USA
| | | | | | - Esther N Katende
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Neale Lopez-Blanco
- Department of Pathology, H Lee Moffitt Cancer Center, Tampa, Florida, USA
| | - Jad Chahoud
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Phillip Rappold
- Urology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Philippe E Spiess
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Michelle Fournier
- Tissue Core, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Daniel Jeong
- Department of Radiology, H Lee Moffitt Cancer Center, Tampa, Florida, USA
| | - Liang Wang
- Department of Tumor Biology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Jamie K Teer
- Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Jasreman Dhillon
- Department of Pathology, H Lee Moffitt Cancer Center, Tampa, Florida, USA
| | - Fengshen Kuo
- Urology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Abraham Ari Hakimi
- Urology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Philipp M Altrock
- Department of Evolutionary Theory, Max Planck Institute for Evolutionary Biology, Ploen, Germany
| | - James J Mulé
- Department of Immunology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
- Radiation Oncology Program, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
- Cutaneous Oncology Program, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Brandon J Manley
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
- Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
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25
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Falahat R, Berglund A, Perez-Villarroel P, Putney RM, Hamaidi I, Kim S, Pilon-Thomas S, Barber GN, Mulé JJ. Epigenetic state determines the in vivo efficacy of STING agonist therapy. Nat Commun 2023; 14:1573. [PMID: 36949064 PMCID: PMC10033671 DOI: 10.1038/s41467-023-37217-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 03/06/2023] [Indexed: 03/24/2023] Open
Abstract
While STING-activating agents have shown limited efficacy in early-phase clinical trials, multiple lines of evidence suggest the importance of tumor cell-intrinsic STING function in mediating antitumor immune responses. Although STING signaling is impaired in human melanoma, its restoration through epigenetic reprogramming can augment its antigenicity and T cell recognition. In this study, we show that reversal of methylation silencing of STING in murine melanoma cell lines using a clinically available DNA methylation inhibitor can improve agonist-induced STING activation and type-I IFN induction, which, in tumor-bearing mice, can induce tumor regression through a CD8+ T cell-dependent immune response. These findings not only provide mechanistic insight into how STING signaling dysfunction in tumor cells can contribute to impaired responses to STING agonist therapy, but also suggest that pharmacological restoration of STING signaling through epigenetic reprogramming might improve the therapeutic efficacy of STING agonists.
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Affiliation(s)
- Rana Falahat
- Department of Immunology, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Anders Berglund
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | | | - Ryan M Putney
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Imene Hamaidi
- Department of Immunology, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Sungjune Kim
- Department of Immunology, Moffitt Cancer Center, Tampa, FL, 33612, USA
- Radiation Oncology Program, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Shari Pilon-Thomas
- Department of Immunology, Moffitt Cancer Center, Tampa, FL, 33612, USA
- Cutaneous Oncology Program, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Glen N Barber
- Department of Cell Biology, University of Miami Miller School of Medicine, Miami, FL, 33136, USA
| | - James J Mulé
- Department of Immunology, Moffitt Cancer Center, Tampa, FL, 33612, USA.
- Radiation Oncology Program, Moffitt Cancer Center, Tampa, FL, 33612, USA.
- Cutaneous Oncology Program, Moffitt Cancer Center, Tampa, FL, 33612, USA.
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El-Kenawi A, Berglund A, Estrella V, Zhang Y, Liu M, Putney RM, Yoder SJ, Johnson J, Brown J, Gatenby R. Elevated Methionine Flux Drives Pyroptosis Evasion in Persister Cancer Cells. Cancer Res 2023; 83:720-734. [PMID: 36480167 PMCID: PMC9978888 DOI: 10.1158/0008-5472.can-22-1002] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 09/29/2022] [Accepted: 12/02/2022] [Indexed: 12/13/2022]
Abstract
Induction of cell death represents a primary goal of most anticancer treatments. Despite the efficacy of such approaches, a small population of "persisters" develop evasion strategies to therapy-induced cell death. While previous studies have identified mechanisms of resistance to apoptosis, the mechanisms by which persisters dampen other forms of cell death, such as pyroptosis, remain to be elucidated. Pyroptosis is a form of inflammatory cell death that involves formation of membrane pores, ion gradient imbalance, water inflow, and membrane rupture. Herein, we investigate mechanisms by which cancer persisters resist pyroptosis, survive, then proliferate in the presence of tyrosine kinase inhibitors (TKI). Lung, prostate, and esophageal cancer persister cells remaining after treatments exhibited several hallmarks indicative of pyroptosis resistance. The inflammatory attributes of persisters included chronic activation of inflammasome, STING, and type I interferons. Comprehensive metabolomic characterization uncovered that TKI-induced pyroptotic persisters display high methionine consumption and excessive taurine production. Elevated methionine flux or exogenous taurine preserved plasma membrane integrity via osmolyte-mediated effects. Increased dependency on methionine flux decreased the level of one carbon metabolism intermediate S-(5'-adenosyl)-L-homocysteine, a determinant of cell methylation capacity. The consequent increase in methylation potential induced DNA hypermethylation of genes regulating metal ion balance and intrinsic immune response. This enabled thwarting TKI resistance by using the hypomethylating agent decitabine. In summary, the evolution of resistance to pyroptosis can occur via a stepwise process of physical acclimation and epigenetic changes without existing or recurrent mutations. SIGNIFICANCE Methionine enables cancer cells to persist by evading pyroptotic osmotic lysis, which leads to genome-wide hypermethylation that allows persisters to gain proliferative advantages.
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Affiliation(s)
- Asmaa El-Kenawi
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida.,Cancer Biology and Evolution Program, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Anders Berglund
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Veronica Estrella
- Cancer Biology and Evolution Program, H. Lee Moffitt Cancer Center, Tampa, Florida.,Department of Cancer Physiology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Yonghong Zhang
- Biostatistics and Bioinformatics Shared Resource, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Min Liu
- Proteomics and Metabolomics Core Facility, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Ryan M Putney
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Sean J Yoder
- Molecular Genomics Core Facility, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Joseph Johnson
- Analytic Microscopy Core Facility, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Joel Brown
- Cancer Biology and Evolution Program, H. Lee Moffitt Cancer Center, Tampa, Florida.,Department of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida
| | - Robert Gatenby
- Cancer Biology and Evolution Program, H. Lee Moffitt Cancer Center, Tampa, Florida.,Department of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center, Tampa, Florida.,Department of Radiology, H. Lee Moffitt Cancer Center, Tampa, Florida
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Zupancic M, Näsman A, Berglund A, Dalianis T, Friesland S. Adenoid Cystic Carcinoma (AdCC): A Clinical Survey of a Large Patient Cohort. Cancers (Basel) 2023; 15:cancers15051499. [PMID: 36900288 PMCID: PMC10000643 DOI: 10.3390/cancers15051499] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 02/23/2023] [Accepted: 02/24/2023] [Indexed: 03/04/2023] Open
Abstract
Adenoid cystic carcinoma (AdCC), a rare heterogenous disease, presents diagnostic, prognostic, and therapeutic challenges. To obtain more knowledge, we conducted a retrospective study on a cohort of 155 patients diagnosed in 2000-2022 with AdCC of the head and neck in Stockholm and investigated several clinical parameters in correlation to treatment and prognosis in the 142/155 patients treated with curative intent. The strongest favourable prognostic factors were early disease stage (stage I and II) as compared to late disease (stage III and IV) and major salivary gland subsite as compared to other subsites, with the best prognosis in the parotid gland, irrespective of the stage of the disease. Notably, in contrast to some studies, a significant correlation to survival was not found for perineural invasion or radical surgery. However, similar to others, we confirmed that other common prognostic factors, e.g., smoking, age, and gender, did not correlate to survival and should not be used for prognostication of AdCC of the head and neck. To conclude, in AdCC early disease stage, major salivary gland subsite and multimodal treatment were the strongest favourable prognostic factors, while this was not the case for age, gender and smoking nor perineural invasion and radical surgery.
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Affiliation(s)
- Mark Zupancic
- Department of Oncology-Pathology, Karolinska Institutet, 171 64 Stockholm, Sweden
- Department of Head-, Neck-, Lung- and Skin Cancer, Theme Cancer, Karolinska University Hospital, 171 64 Stockholm, Sweden
| | - Anders Näsman
- Department of Oncology-Pathology, Karolinska Institutet, 171 64 Stockholm, Sweden
- Department of Clinical Pathology, Karolinska University Hospital, 171 76 Stockholm, Sweden
| | | | - Tina Dalianis
- Department of Oncology-Pathology, Karolinska Institutet, 171 64 Stockholm, Sweden
- Correspondence: (T.D.); (S.F.)
| | - Signe Friesland
- Department of Oncology-Pathology, Karolinska Institutet, 171 64 Stockholm, Sweden
- Department of Head-, Neck-, Lung- and Skin Cancer, Theme Cancer, Karolinska University Hospital, 171 64 Stockholm, Sweden
- Correspondence: (T.D.); (S.F.)
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Coghill AE, Dickey B, Putney R, Berglund A. Abstract B012: Advanced epigenetic aging in non-AIDS-defining cancer patients living with HIV. Cancer Res 2023. [DOI: 10.1158/1538-7445.agca22-b012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Abstract
Background. With widespread use of antiretroviral therapy, people with HIV (PWH) are living longer and are now at risk for age-related co-morbidities, including non-AIDS defining cancers (NADCs). Given this epidemiological trend, it is important to understand how prolonged HIV infection may relate to molecular features of aging that can impact cancer risk or outcomes. Methyl groups naturally accumulate on human DNA over time, and methylation patterns can be translated into metrics of accelerated aging. We compared epigenetic measures of aging between PWH receiving treatment for an NADC and matched HIV-uninfected NADC patients at Moffitt Cancer Center in Tampa, Florida. Methods. We identified PWH diagnosed with a non-AIDS defining solid tumor from 2004 to 2021 were identified. To be included, patients needed to have an archived specimen amenable for DNA extraction (whole blood, buffy coat, or PBMC) collected within 1 year of cancer diagnosis. HIV-uninfected matches were identified in a similar manner and matched by tumor site, reported age (+/- 5 years), tumor sequence (primary vs. non-primary), and treatment status. Extracted DNA was assayed using the Illumina MethylationEPIC BeadChip, which incorporates data from 850,000 CpG sites across the genome. Data were translated into a biological age using the epiTOC2 clock, which estimates the number of total number of stem cell divisions, and GrimAge, associated with mortality. Methylation data were also deconvoluted to determine immune cell composition (CD4+ T-cells, CD8+ T-cells, B-cells, neutrophils, natural killer cells, monocytes, basophils, eosinophils). Epigenetic age and immune cell proportions were compared across HIV status using Wilcoxan rank sum testing. Age acceleration was calculated as the difference (residuals from a linear model) in the observed age for PWH and a NADC diagnosis, compared to the predicted age based on HIV-uninfected NADC patients, using both unadjusted and immune-cell adjusted linear models. Results. DNA methylation was assessed in 65 NADC PWH and HIV and 64 HIV-uninfected NADC patients. Epigenetic age assessed using the epiTOC2 and GrimAge clocks was significantly elevated in PWH (p<0.001 and p=0.02, respectively). When methylation data was used to de-convolute immune cell composition, the proportion of CD4+ T-cells and neutrophils was significantly (P<0.05) lower in PWH, while the proportions of memory B-cells and CD8+ T-cells were higher. Epigenetic age was accelerated in PWH compared to HIV-uninfected patients using both epiTOC2 and GrimAge clocks, with the difference in the GrimAge clock remaining significant after adjustment for immune cell composition (P-value<0.01). Conclusions. The results of this study demonstrated age acceleration in PWH with a NADC diagnosis compared to their HIV-uninfected counterparts. As cancer is now the leading cause of non-AIDS death in PWH, research into the prognostic implications of these differences is warranted.
Citation Format: Anna E. Coghill, Brittney Dickey, Ryan Putney, Anders Berglund. Advanced epigenetic aging in non-AIDS-defining cancer patients living with HIV [abstract]. In: Proceedings of the AACR Special Conference: Aging and Cancer; 2022 Nov 17-20; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2022;83(2 Suppl_1):Abstract nr B012.
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Freischel AR, Teer JK, Luddy K, Cunningham J, Artzy-Randrup Y, Epstein T, Tsai KY, Berglund A, Cleveland JL, Gillies RJ, Brown JS, Gatenby RA. Evolutionary Analysis of TCGA Data Using Over- and Under- Mutated Genes Identify Key Molecular Pathways and Cellular Functions in Lung Cancer Subtypes. Cancers (Basel) 2022; 15:18. [PMID: 36612014 PMCID: PMC9817988 DOI: 10.3390/cancers15010018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 11/30/2022] [Accepted: 12/08/2022] [Indexed: 12/24/2022] Open
Abstract
We identify critical conserved and mutated genes through a theoretical model linking a gene’s fitness contribution to its observed mutational frequency in a clinical cohort. “Passenger” gene mutations do not alter fitness and have mutational frequencies determined by gene size and the mutation rate. Driver mutations, which increase fitness (and proliferation), are observed more frequently than expected. Non-synonymous mutations in essential genes reduce fitness and are eliminated by natural selection resulting in lower prevalence than expected. We apply this “evolutionary triage” principle to TCGA data from EGFR-mutant, KRAS-mutant, and NEK (non-EGFR/KRAS) lung adenocarcinomas. We find frequent overlap of evolutionarily selected non-synonymous gene mutations among the subtypes suggesting enrichment for adaptations to common local tissue selection forces. Overlap of conserved genes in the LUAD subtypes is rare suggesting negative evolutionary selection is strongly dependent on initiating mutational events during carcinogenesis. Highly expressed genes are more likely to be conserved and significant changes in expression (>20% increased/decreased) are common in genes with evolutionarily selected mutations but not in conserved genes. EGFR-mut cancers have fewer average mutations (89) than KRAS-mut (228) and NEK (313). Subtype-specific variation in conserved and mutated genes identify critical molecular components in cell signaling, extracellular matrix remodeling, and membrane transporters. These findings demonstrate subtype-specific patterns of co-adaptations between the defining driver mutation and somatically conserved genes as well as novel insights into epigenetic versus genetic contributions to cancer evolution.
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Affiliation(s)
- Audrey R. Freischel
- Departments of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
- Cancer Biology and Evolution Program, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Jamie K. Teer
- Cancer Biology and Evolution Program, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
- Departments of Tumor Biology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Kimberly Luddy
- Departments of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
- Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Jessica Cunningham
- Departments of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Yael Artzy-Randrup
- Departments of Cancer Physiology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Tamir Epstein
- Departments of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Kenneth Y. Tsai
- Departments of Tumor Biology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
- Departments of Cancer Physiology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Anders Berglund
- Departments of Tumor Biology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
- Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - John L. Cleveland
- Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Robert J. Gillies
- Departments of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
- Departments of Pathology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
- Department of Diagnostic Imaging & Interventional Radiology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Joel S. Brown
- Departments of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
- Cancer Biology and Evolution Program, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Robert A. Gatenby
- Departments of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
- Cancer Biology and Evolution Program, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
- Department of Diagnostic Imaging & Interventional Radiology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
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Willén L, Berglund A, Bergström S, Isaksson J, Bergqvist M, Wagenius G, Lambe M. Patterns of care and outcomes in immigrants with non-small cell lung cancer. A population-based study (Sweden). PLoS One 2022; 17:e0278706. [PMID: 36520832 PMCID: PMC9754210 DOI: 10.1371/journal.pone.0278706] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 11/21/2022] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVES While studies have found lower cancer risks and better cancer survival in immigrant populations, it is debated whether cancer care is offered on equal terms to all residents regardless of background. Our aim was to study patterns of care and outcomes in immigrants in a country with a tax-financed universal health care system. MATERIAL AND METHODS We used a population-based database to compare clinical presentation, management and mortality between Swedish-born and immigrant patients with non-small cell lung cancer (NSCLC). Analyses were adjusted for potential confounders. RESULTS We identified 40,075 patients diagnosed with NSCLC of which 84% were born in Sweden, 7% in Nordic and 9% in Non-Nordic countries. Non-Nordic immigrants were to a higher extent male, smokers, younger at diagnosis, had a better performance status and a higher educational level. No differences were seen regarding comorbidity burden or stage at diagnosis. Non-Nordic immigrants more often underwent positron emission tomography (PET) (aHR 1.32; 95% CI 1.19-1.45) and were more often discussed in a multidisciplinary team setting (aHR 1.30; 95% CI 1.17-1.44). There were no differences in treatment modalities following adjustment for age, with the exception of concurrent chemoradiotherapy in stage IIIA disease which was more common in Non-Nordic immigrants (aOR 1.34; 95% CI 1.03-1.74). Both overall and cause specific survival in non-metastatic disease were higher among Non-Nordic immigrants. Overall mortality in stage I-II: HR 0.81; 95% CI 0.73-0.90 and stage IIIA: HR 0.75; 95% CI 0.65-0.86. Following full adjustments, cause-specific mortality in stage I-II was aHR 0.86, 95% CI 0.75-0.98. CONCLUSION Taken together, only minor differences in management and outcomes were observed between Swedish-born and immigrant patients. We conclude that lung cancer care is offered on equal terms. If anything, outcomes were better in Non-Nordic immigrants with early stage NSCLC.
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Affiliation(s)
- Linda Willén
- Center for Research and Development, Uppsala University/Region Gävleborg, Gävle, Sweden
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
- Department of Oncology, Gävle Hospital, Gävle, Sweden
| | | | - Stefan Bergström
- Center for Research and Development, Uppsala University/Region Gävleborg, Gävle, Sweden
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
- Department of Oncology, Gävle Hospital, Gävle, Sweden
| | - Johan Isaksson
- Center for Research and Development, Uppsala University/Region Gävleborg, Gävle, Sweden
- Department of Pulmonary Medicine, Gävle Hospital, Gävle, Sweden
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Michael Bergqvist
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
- Section of Oncology, Uppsala University Hospital, Uppsala, Sweden
| | - Gunnar Wagenius
- Division of Oncology, Department of Clinical Science Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
| | - Mats Lambe
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Regional Cancer Center Central Sweden, Uppsala, Sweden
- * E-mail:
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Kim S, Wuthrick E, Blakaj D, Eroglu Z, Verschraegen C, Thapa R, Mills M, Dibs K, Liveringhouse C, Russell J, Caudell JJ, Tarhini A, Markowitz J, Kendra K, Wu R, Chen DT, Berglund A, Michael L, Aoki M, Wang MH, Hamaidi I, Cheng P, de la Iglesia J, Slebos RJ, Chung CH, Knepper TC, Moran-Segura CM, Nguyen JV, Perez BA, Rose T, Harrison L, Messina JL, Sondak VK, Tsai KY, Khushalani NI, Brohl AS. Combined nivolumab and ipilimumab with or without stereotactic body radiation therapy for advanced Merkel cell carcinoma: a randomised, open label, phase 2 trial. Lancet 2022; 400:1008-1019. [PMID: 36108657 PMCID: PMC9533323 DOI: 10.1016/s0140-6736(22)01659-2] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 08/24/2022] [Accepted: 08/24/2022] [Indexed: 10/14/2022]
Abstract
BACKGROUND Merkel cell carcinoma is among the most aggressive and lethal of primary skin cancers, with a high rate of distant metastasis. Anti-programmed death receptor 1 (anti-PD-1) and programmed death ligand 1 (PD-L1) monotherapy is currently standard of care for unresectable, recurrent, or metastatic Merkel cell carcinoma. We assessed treatment with combined nivolumab plus ipilimumab, with or without stereotactic body radiotherapy (SBRT) in patients with advanced Merkel cell carcinoma as a first-line therapy or following previous treatment with anti-PD-1 and PD-L1 monotherapy. METHODS In this randomised, open label, phase 2 trial, we randomly assigned adults from two cancer sites in the USA (one in Florida and one in Ohio) to group A (combined nivolumab and ipilimumab) or group B (combined nivolumab and ipilimumab plus SBRT) in a 1:1 ratio. Eligible patients were aged at least 18 years with histologically proven advanced stage (unresectable, recurrent, or stage IV) Merkel cell carcinoma, a minimum of two tumour lesions measureable by CT, MRI or clinical exam, and tumour tissue available for exploratory biomarker analysis. Patients were stratified by previous immune-checkpoint inhibitor (ICI) status to receive nivolumab 240 mg intravenously every 2 weeks plus ipilimumab 1 mg/kg intravenously every 6 weeks (group A) or the same schedule of combined nivolumab and ipilimumab with the addition of SBRT to at least one tumour site (24 Gy in three fractions at week 2; group B). Patients had to have at least two measurable sites of disease so one non-irradiated site could be followed for response. The primary endpoint was objective response rate (ORR) in all randomly assigned patients who received at least one dose of combined nivolumab and ipilimumab. ORR was defined as the proportion of patients with a complete response or partial response per immune-related Response Evaluation Criteria in Solid Tumours. Response was assessed every 12 weeks. Safety was assessed in all patients. This trial is registered with ClinicalTrials.gov, NCT03071406. FINDINGS 50 patients (25 in both group A and group B) were enrolled between March 14, 2017, and Dec 21, 2021, including 24 ICI-naive patients (13 [52%] of 25 group A patients and 11 [44%] of 25 group B patients]) and 26 patients with previous ICI (12 [48%] of 25 group A patients and 14 [56%] of 25 group B patients]). One patient in group B did not receive SBRT due to concerns about excess toxicity. Median follow-up was 14·6 months (IQR 9·1-26·5). Two patients in group B were excluded from the analysis of the primary endpoint because the target lesions were irradiated and so the patients were deemed non-evaluable. Of the ICI-naive patients, 22 (100%) of 22 (95% CI 82-100) had an objective response, including nine (41% [95% CI 21-63]) with complete response. Of the patients who had previously had ICI exposure, eight (31%) of 26 patients (95% CI 15-52) had an objective response and four (15% [5-36]) had a complete response. No significant differences in ORR were observed between groups A (18 [72%] of 25 patients) and B (12 [52%] of 23 patients; p=0·26). Grade 3 or 4 treatment-related adverse events were observed in 10 (40%) of 25 patients in group A and 8 (32%) of 25 patients in group B. INTERPRETATION First-line combined nivolumab and ipilimumab in patients with advanced Merkel cell carcinoma showed a high ORR with durable responses and an expected safety profile. Combined nivolumab and ipilimumab also showed clinical benefit in patients with previous anti-PD-1 and PD-L1 treatment. Addition of SBRT did not improve efficacy of combined nivolumab and ipilimumab. The combination of nivolumab and ipilimumab represents a new first-line and salvage therapeutic option for advanced Merkel cell carcinoma. FUNDING Bristol Myers Squibb Rare Population Malignancy Program.
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Affiliation(s)
- Sungjune Kim
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA; Department of Immunology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA.
| | - Evan Wuthrick
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Dukagjin Blakaj
- Department of Radiation Oncology, Ohio State University James Cancer Hospital Solove Research Institute, Columbus, OH, USA
| | - Zeynep Eroglu
- Department of Cutaneous Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Claire Verschraegen
- Department of Medical Oncology, Ohio State University James Cancer Hospital Solove Research Institute, Columbus, OH, USA
| | - Ram Thapa
- Department of Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Matthew Mills
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Khaled Dibs
- Department of Radiation Oncology, Ohio State University James Cancer Hospital Solove Research Institute, Columbus, OH, USA
| | - Casey Liveringhouse
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Jeffery Russell
- Department of Head and Neck and Cutaneous Oncology, University of Utah Huntsman Cancer Institute, Salt Lake City, UT, USA
| | - Jimmy J Caudell
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Ahmad Tarhini
- Department of Cutaneous Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Joseph Markowitz
- Department of Cutaneous Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Kari Kendra
- Department of Medical Oncology, Ohio State University James Cancer Hospital Solove Research Institute, Columbus, OH, USA
| | - Richard Wu
- Department of Medical Oncology, Ohio State University James Cancer Hospital Solove Research Institute, Columbus, OH, USA
| | - Dung-Tsa Chen
- Department of Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Anders Berglund
- Department of Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Lauren Michael
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Mia Aoki
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Min-Hsuan Wang
- Department of Immunology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Imene Hamaidi
- Department of Immunology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Pingyan Cheng
- Department of Immunology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Janis de la Iglesia
- Department of Pathology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Robbert J Slebos
- Department of Head and Neck Endocrine Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Christine H Chung
- Department of Head and Neck Endocrine Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Todd C Knepper
- Department of Precision Medicine, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Carlos M Moran-Segura
- Department of Pathology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Jonathan V Nguyen
- Department of Pathology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Bradford A Perez
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Trevor Rose
- Department of Radiology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Louis Harrison
- Department of Radiation Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Jane L Messina
- Department of Pathology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Vernon K Sondak
- Department of Cutaneous Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Kenneth Y Tsai
- Department of Pathology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Nikhil I Khushalani
- Department of Cutaneous Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Andrew S Brohl
- Department of Cutaneous Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
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Liposits G, Ryg J, Skuladottir H, Winther S, Möller S, Hofsli E, Shah CH, Poulsen Oestergaard L, Berglund A, Qvortrup C, Osterlund P, Glimelius B, Sorbye H, Pfeiffer P. 410P Prognostic value of baseline ECOG performance status, frailty phenotype, and geriatric screening tools (G8 and VES-13) in vulnerable older patients with metastatic colorectal cancer: The randomized NORDIC9-study. Ann Oncol 2022. [DOI: 10.1016/j.annonc.2022.07.548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
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Berglund A, Berkö S, Lampa E, Sejersen T. Survival in patients diagnosed with SMA at less than 24 months of age in a population-based setting before, during and after introduction of nusinersen therapy. Experience from Sweden. Eur J Paediatr Neurol 2022; 40:57-60. [PMID: 35973318 DOI: 10.1016/j.ejpn.2022.07.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 06/22/2022] [Accepted: 07/20/2022] [Indexed: 10/16/2022]
Abstract
INTRODUCTION Clinical trials have demonstrated a positive effect of nusinersen therapy on survival of infants with SMA type 1. However, there is a lack of data outside clinical trials on how the introduction of nusinersen has affected the survival of patients with SMA. We therefore set out to analyse survival in patients diagnosed at less than 24 months before, during and after the introduction of nusinersen in a nationwide population-based real-world setting. METHODS SMA patients diagnosed before the age of 24 months in the time period between February 21, 2000 and December 19, 2019 were identified using ICD-codes, and medical procedures for identification of treatment utilizing information from the public available National Patient Registry held by the National Board of Health and Welfare. Data was divided into 3 different calendar periods (before, during, and after introduction of nusinersen treatment in Sweden). Time to Event analysis was then applied. RESULTS A total of 155 patients were enrolled in the study, and median follow-up was 1.14 years (inter-quartile range (IQR): 0.27-8.37 years). Data did not provide conclusive evidence that survival differed between the calendar periods (P-value from the log-rank test = 0.419) and while hazards were lower in the middle period, HR 0.70 (95% CI: 0.34-1.47), and 3, HR 0.71 (95% CI: 0.28-1.77) compared to the first period, all confidence intervals were wide., However, nusinersen treatment was associated with a decreased mortality rate, HR 0.05 (95% CI: 0.01-0.37). CONCLUSION SMA patients receiving nusinersen therapy had a dramatically increased overall survival compared to patients not receiving therapy. This indicates that nusinersen treatment has an effect on survival, in patients diagnosed with SMA, in a nationwide real-world setting. Larger studies are warranted.
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Affiliation(s)
| | | | - Erik Lampa
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Thomas Sejersen
- Department of Women's and Children's Health, Karolinska Institutet, Karolinska Vägen 37 A, 17176, Stockholm, Sweden; Karolinska University Hospital, Astrid Lindgren Children's Hospital, Stockholm, Sweden
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Klompstra L, Stromberg A, Berglund A, Berglund E, Fallstrom J, Oradd H, Jaarsma T. Development of a mobile exergame for increasing physical activity in patients with heart failure. Eur J Cardiovasc Nurs 2022. [DOI: 10.1093/eurjcn/zvac060.102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: Foundation. Main funding source(s): Vetenskapsrådet
Background
A 10-minute increase a day in physical activity (PA) in patients with heart failure (HF) can have beneficial effects on symptoms, mortality, and hospitalisation risk. Many patients are physically inactive and find it challenging to leave home to participate in physical activity programs, due to symptoms, lack of easily accessible facilities or fear for being exposed to infection (during the pandemic or during flu season).
Developing PA interventions that are tailored to the needs and preferences is challenging, as it needs an interdisciplinary approach and active collaboration with patients. A new approach to increase PA is the use of exergames. An exergame is defined as games that requires participants to be physically active or exercise where player’s body motion controls the game.
Objective
To develop a mobile exergame (called Heart Farming), test the usability of the exergame, and investigate the feasibility for increasing PA in patients with HF.
Methods
The study included three phases: (1) Development of a prototype of the exergame; (2) Usability testing and developing, and (3) Assess feasibility of using the exergame in a PA intervention for patients with HF.
Results
A prototype of an exergame was developed which has as main goal to walk 10 minutes more a day. Game elements such as goal setting, providing feedback, and social connectivity are included to motivate patients. The patients can play the exergame according to their needs and wishes, e.g., competition, strategic playing, and social interaction. The exergame was created (Figure), tested and refined through an iterative developmental process and by multidisciplinary team with game designers, HF specialists, user representatives and researchers.
During usability testing, eight patients within the heart and lung patient organization were invited to test the exergame. Most patients found the game easy to play and enjoyable and thought the game could be helpful to increase their daily walking. The researchers observed that the patients needed support to be able to play the exergame. Proper familiarization and coaching are needed when introducing the game to patients with HF and this was included as an important part in the exergame intervention. The exergame is further developed iteratively by the multidisciplinary team with increased number of user representatives testing the game and giving feedback.
In a feasibility study we will test how feasible the exergame is for a PA intervention in patients with HF. Ten patients will receive the game with structured familiarisation and telephone follow-up including coaching for one month. The results of this feasibility testing will be presented during the conference.
Conclusion
The exergame Heart Farming seems to be easy and enjoyable to play but needs proper familiarisation and coaching. The results of the feasibility study will show if this exergame can be used in a PA intervention for patients with HF.
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Affiliation(s)
- L Klompstra
- Linkoping University, Department of Social and Welfare studies , Linkoping , Sweden
| | - A Stromberg
- Linkoping University, Department of Social and Welfare studies , Linkoping , Sweden
| | - A Berglund
- Linkoping University, Department of Computer and Information Science , Linkoping , Sweden
| | - E Berglund
- Linkoping University, Department of Computer and Information Science , Linkoping , Sweden
| | - J Fallstrom
- Linkoping University, Department of Computer and Information Science , Linkoping , Sweden
| | - H Oradd
- Linkoping University, Department of Computer and Information Science , Linkoping , Sweden
| | - T Jaarsma
- Linkoping University, Department of Social and Welfare studies , Linkoping , Sweden
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Osterman CJD, Berglund A, Martinez S, Luis C, Dutil J, Matta J, Encarnacion-Medina J, Ortiz-Sanchéz C, Wang L, Dhillon J, Kim Y, Park HY, Ruiz-Deya G, Yamoah K, Park JY. Abstract 3675: Epigenetic variations associated with therapy resistance among prostate tumors from Puerto Rican men. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Prostate cancer (PCa) is the leading cause of cancer-related death in Puerto Rican (PR) men, a population at higher risk of developing the disease than other Hispanic/Latino groups. But the relationship between this phenomenon and epigenetics, and how this relationship explains PCa racial and ethnic health disparities are controversial. The purpose of this study was to expand on the knowledge regarding epigenetic differences in terms of DNA methylation to enable risk stratification and treatment selection in this genetically admixed population. In addition, we aim to assess differential DNA methylation patterns associated with drug resistance in PCa in PR Hispanic/Latino men. Since epigenetic changes and modifications represent critical components of carcinogenesis and progression, we are expecting differential methylation levels between aggressive vs. indolent, and resistant vs. non-resistant cases. Prostate tumors from PR men were stratified based on Gleason score. Methylation levels were measured by Illumina Infinium Methylation EPIC BeadChip DNA methylation platform, and bioinformatic analyses. In parallel, DNA methylation profiles were also analyzed using genomic DNA from PCa cells selected for resistance to androgen depletion, enzalutamide resistance, or docetaxel resistance. We identified 1,225 differentially methylated genes in prostate tumors compared with normal adjacent tissues, and 141 differentially methylated genes between aggressive vs. indolent tumors. Additionally, 723 differentially methylated genes were found in therapy resistant cell lines compared to parental controls. Analysis of the methylated genes obtained from aggressive prostate tumors from Puerto Rican patients and therapy-resistant PCa cell lines revealed four overlapping methylated genes: RNF220, FAM65B, PRDM16, and DGKH. Further analysis of PCa cells resistant to androgen depletion, enzalutamide, or docetaxel demonstrated impaired cellular migration of resistant phenotypes upon DNA methyltransferase (DNMT) inhibition using 5-azacytidine or zebularine compared to parental cell lines. DNMT1 was associated with resistance in PCa cell lines, and future studies will include silencing of methyltransferases will evaluation of drug re-sensitization. These findings provide critical insight into the epigenetic landscape of aggressive prostate tumors among PR men and highlight several candidate methylation biomarkers for assessing risk in this population.
Citation Format: Carlos J. Diaz Osterman, Anders Berglund, Shannalee Martinez, Camila Luis, Julie Dutil, Jaime Matta, Jarline Encarnacion-Medina, Carmen Ortiz-Sanchéz, Liang Wang, Jasreman Dhillon, Youngchul Kim, Hyun Y. Park, Gilbert Ruiz-Deya, Kosj Yamoah, Jong Y. Park. Epigenetic variations associated with therapy resistance among prostate tumors from Puerto Rican men [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3675.
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Affiliation(s)
| | | | | | - Camila Luis
- 3Ponce Health Sciences University, Ponce, PR
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El-Kenawi A, Berglund A, Brown J, Gatenby R. Abstract B031: Metabolism-epigenetics interplay drives cancer cell persistence during receptor tyrosine kinase inhibition. Cancer Res 2022. [DOI: 10.1158/1538-7445.evodyn22-b031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Receptor tyrosine kinase inhibitors (TKI) are effective anti-cancer treatments. However, evolution of resistance almost inevitably occurs due to pre-existing mutations or development of therapy-tolerant persister cells. Here, we combined time-lapse imaging with longitudinal DNA/RNA sequencing, metabolomics and genome-wide DNA methylation profiling to decipher mechanisms of TKI-induced persisters. Whole exome sequencing demonstrated that persisters were genetically indistinguishable from their parental counterparts, suggesting non-genetic mechanisms were involved. Using untargeted metabolomics, we uncovered that persisters were deficient in methionine metabolism intermediates, including S-(5'-adenosyl)-L-homocysteine (SAH), a major determinant DNA methylation. Examining the consumption of a panel of isotope labeled extracellular amino acids indicated that persisters don’t exhibit deregulation in methionine and cysteine transport. Instead, persisters preferentially consume methionine and cystine to support their survival. Profiling of wide-genome DNA methylation suggested that these metabolic changes was associated with a unique global DNA hypermethylation. We then discovered that promotor regions of genes encoding a range of trace element transporters were uniquely hypermethylated. Through further functional analysis, we then unraveled that these metabolic and epigenetic changes collectively facilitate emergence of a phenotype characterized by methionine/cystine-dependent resistance to osmotic stress. Thus, evolution of TKI resistance can develop by metabolism-dependent epigenetic modifications. Unraveling the detailed mechanisms of these metabolic and epigenetic strategies in cancer cell persisters is crucial to prevent cancer recurrence.
Citation Format: Asmaa El-Kenawi, Anders Berglund, Joel Brown, Robert Gatenby. Metabolism-epigenetics interplay drives cancer cell persistence during receptor tyrosine kinase inhibition [abstract]. In: Proceedings of the AACR Special Conference on the Evolutionary Dynamics in Carcinogenesis and Response to Therapy; 2022 Mar 14-17. Philadelphia (PA): AACR; Cancer Res 2022;82(10 Suppl):Abstract nr B031.
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Song X, Chang S, Seminario-Vidal L, de Mingo Pulido A, Tordesillas L, Song X, Reed RA, Harkins A, Whiddon S, Nguyen JV, Segura CM, Zhang C, Yoder S, Sayegh Z, Zhao Y, Messina JL, Harro CM, Zhang X, Conejo-Garcia JR, Berglund A, Sokol L, Zhang J, Rodriguez PC, Mulé JJ, Futreal AP, Tsai KY, Chen PL. Genomic and Single-Cell Landscape Reveals Novel Drivers and Therapeutic Vulnerabilities of Transformed Cutaneous T-cell Lymphoma. Cancer Discov 2022; 12:1294-1313. [PMID: 35247891 PMCID: PMC9148441 DOI: 10.1158/2159-8290.cd-21-1207] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Revised: 01/10/2022] [Accepted: 02/11/2022] [Indexed: 11/16/2022]
Abstract
ABSTRACT Cutaneous T-cell lymphoma (CTCL) is a rare cancer of skin-homing T cells. A subgroup of patients develops large cell transformation with rapid progression to an aggressive lymphoma. Here, we investigated the transformed CTCL (tCTCL) tumor ecosystem using integrative multiomics spanning whole-exome sequencing (WES), single-cell RNA sequencing, and immune profiling in a unique cohort of 56 patients. WES of 70 skin biopsies showed high tumor mutation burden, UV signatures that are prognostic for survival, exome-based driver events, and most recurrently mutated pathways in tCTCL. Single-cell profiling of 16 tCTCL skin biopsies identified a core oncogenic program with metabolic reprogramming toward oxidative phosphorylation (OXPHOS), cellular plasticity, upregulation of MYC and E2F activities, and downregulation of MHC I suggestive of immune escape. Pharmacologic perturbation using OXPHOS and MYC inhibitors demonstrated potent antitumor activities, whereas immune profiling provided in situ evidence of intercellular communications between malignant T cells expressing macrophage migration inhibitory factor and macrophages and B cells expressing CD74. SIGNIFICANCE Our study contributes a key resource to the community with the largest collection of tCTCL biopsies that are difficult to obtain. The multiomics data herein provide the first comprehensive compendium of genomic alterations in tCTCL and identify potential prognostic signatures and novel therapeutic targets for an incurable T-cell lymphoma. This article is highlighted in the In This Issue feature, p. 1171.
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Affiliation(s)
- Xiaofei Song
- Department of Genomic Medicine, The UT MD Anderson Cancer Center, Houston, TX, USA
| | - Shiun Chang
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Lucia Seminario-Vidal
- Department of Cutaneous Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Alvaro de Mingo Pulido
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Leticia Tordesillas
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Xingzhi Song
- Department of Genomic Medicine, The UT MD Anderson Cancer Center, Houston, TX, USA
| | - Rhianna A. Reed
- Department of Cutaneous Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Andrea Harkins
- Department of Cutaneous Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Shannen Whiddon
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Jonathan V. Nguyen
- Advanced Analytical and Digital Laboratory, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Carlos Moran Segura
- Advanced Analytical and Digital Laboratory, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Chaomei Zhang
- Molecular Genomics Core Facility, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Sean Yoder
- Molecular Genomics Core Facility, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Zena Sayegh
- Tissue Core Facility, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Yun Zhao
- Department of Biopharma Services, Admera Health, Holmdel, NJ, USA
| | - Jane L. Messina
- Department of Cutaneous Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Carly M. Harro
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Xiaohui Zhang
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - José R. Conejo-Garcia
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Anders Berglund
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Lubomir Sokol
- Department of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Jianhua Zhang
- Department of Genomic Medicine, The UT MD Anderson Cancer Center, Houston, TX, USA
| | - Paulo C. Rodriguez
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - James J. Mulé
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Andrew P. Futreal
- Department of Genomic Medicine, The UT MD Anderson Cancer Center, Houston, TX, USA
| | - Kenneth Y. Tsai
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
| | - Pei-Ling Chen
- Department of Cutaneous Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
- Department of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida, USA
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Chakiryan NH, Hajiran A, Kim Y, Aydin AM, Zemp L, Katende E, Nguyen J, Fan W, Cheng CH, Lopez-Blanco N, Chahoud J, Spiess PE, Fournier M, Dhillon J, Wang L, Moran-Segura C, Mulé J, Du D, Yoder SJ, Berglund A, Teer JK, Manley BJ. Correlating Immune Cell Infiltration Patterns with Recurrent Somatic Mutations in Advanced Clear Cell Renal Cell Carcinoma. Eur Urol Focus 2022; 8:784-793. [PMID: 33994165 DOI: 10.1016/j.euf.2021.04.014] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 03/24/2021] [Accepted: 04/15/2021] [Indexed: 02/01/2023]
Abstract
BACKGROUND Clear cell renal cell carcinoma (ccRCC) tumors have low frequencies of genetic alterations compared with other malignancies, but very high levels of immune cell infiltration and favorable response rates to immunotherapy. Currently, the interplay between specific ccRCC somatic mutations and immune infiltration pattern is unclear. OBJECTIVE To analyze the associations between common ccRCC somatic mutations and immune cell infiltration patterns within the tumor immune microenvironment (TIME). DESIGN, SETTING, AND PARTICIPANTS The study included tumor samples (24 primary and 24 metastatic) from 48 patients with stage IV ccRCC. Targeted sequencing was performed for well-characterized recurrent somatic mutations in ccRCC, with the analysis focusing on the six most common ones: VHL, BAP1, PBRM1, SETD2, TP53, and KDM5C. For each sample, multiplex immunofluorescence (IF) was performed in lymphoid and myeloid panels, for seven regions of interest in three zones (tumor core, stroma, and tumor-stroma interface). IF-derived cellular densities were compared across patients, stratified by their somatic mutation status, using a linear mixed-model analysis. External validation was pursued using RNA-seq enrichment scoring from three large external data sources. RESULTS AND LIMITATIONS Tumors with SETD2 mutations demonstrated significantly decreased levels of FOXP3+ T cells in the tumor core, stroma, and tumor-stroma interface. PBRM1 mutations were associated with decreased FOXP3+ T cells in the tumor core. Primary KDM5C mutations were associated with significantly increased CD206+ macrophage tumor infiltration in the tumor core. A computational method estimating immune cell types in the TIME using bulk RNA-seq data, xCell scoring, failed to validate associations from the IF analysis in large external data sets. A major limitation of the study is the relatively small patient population studied. CONCLUSIONS This study provides evidence that common somatic mutations in ccRCC, such as SETD2, PBRM1, and KDM5C, are associated with distinct immune infiltration patterns within the TIME. PATIENT SUMMARY In this study, we analyzed tumor samples from patients with metastatic kidney cancer to determine whether common genetic mutations that arise from the cancer cells are associated with the density of immune cells found within those tumors. We found several distinct immune cell patterns that were associated with specific genetic mutations. These findings provide insight into the interaction between cancer genetics and the immune system in kidney cancer.
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Affiliation(s)
- Nicholas H Chakiryan
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA.
| | - Ali Hajiran
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Youngchul Kim
- Department of Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Ahmet M Aydin
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Logan Zemp
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Esther Katende
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Jonathan Nguyen
- Department of Pathology, H Lee Moffitt Cancer Center, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Wenyi Fan
- Biostatistics and Bioinformatics Shared Resource, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Chia-Ho Cheng
- Biostatistics and Bioinformatics Shared Resource, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Neale Lopez-Blanco
- Department of Pathology, H Lee Moffitt Cancer Center, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Jad Chahoud
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Philippe E Spiess
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Michelle Fournier
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Jasreman Dhillon
- Department of Pathology, H Lee Moffitt Cancer Center, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Liang Wang
- Department of Tumor Biology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Carlos Moran-Segura
- Department of Pathology, H Lee Moffitt Cancer Center, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - James Mulé
- Immunology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Dongliang Du
- Department of Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Sean J Yoder
- Molecular Genomics Shared Resource, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Anders Berglund
- Department of Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Jamie K Teer
- Department of Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Brandon J Manley
- Department of Genitourinary Oncology, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Department of Biostatistics and Bioinformatics, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Integrated Mathematical Oncology Department, H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
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Isaksson J, Wennström L, Branden E, Koyi H, Berglund A, Micke P, Mattsson JSM, Willén L, Botling J. Highly elevated systemic inflammation is a strong independent predictor of early mortality in advanced non-small cell lung cancer. Cancer Treat Res Commun 2022; 31:100556. [PMID: 35429913 DOI: 10.1016/j.ctarc.2022.100556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 03/16/2022] [Accepted: 04/02/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND Ample evidence support inflammation as a marker of outcome in non-small cell lung cancer (NSCLC). Here we explore the outcome for a subgroup of patients with advanced disease and substantially elevated systemic inflammatory activity. METHODS The source cohort included consecutive patients diagnosed with NSCLC between January 2016 - May 2017 (n = 155). Patients with active infection were excluded. Blood parameters were examined individually, and cut-offs (ESR > 60 mm, CRP > 20 mg/L, WBC > 10 × 109, PLT > 400 × 109) were set to define the group of hyperinflamed patients. A score was developed by assigning one point for each parameter above cut-off (0-4 points). RESULTS High systemic inflammation was associated with advanced stage and was seldom present in limited NSCLC. However, the one year survival of patients in stage IIIB-IV (n = 93) with an inflammation score of ≥2 was 0% compared to 33% and 50% among patients with a score of 1 and 0 respectively. The effect of a high inflammation score on overall survival remained significant in multi-variate analysis adjusted for confounding factors. The independent hazard ratio of an inflammation score ≥ 2 in multi-variate analysis (HR 3.43, CI 1.76-6.71) was comparable to a change in ECOG PS from 0 to 2 (HR 2.42, CI 1.13-5.18). CONCLUSION Our results show that high level systemic inflammation is a strong independent predictor of poor survival in advanced stage NSCLC. This observation may indicate a need to use hyperinflammation as an additional clinical parameter for stratification of patients in clinical studies and warrants further research on underlying mechanisms linked to tumor progression.
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Affiliation(s)
- Johan Isaksson
- Center for Research and Development, Uppsala University/Region Gävleborg, Sweden; Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden; Department of Respiratory Medicine, Gävle Hospital, Gävle, Sweden
| | - Leo Wennström
- Center for Research and Development, Uppsala University/Region Gävleborg, Sweden; Department of Respiratory Medicine, Gävle Hospital, Gävle, Sweden
| | - Eva Branden
- Center for Research and Development, Uppsala University/Region Gävleborg, Sweden; Department of Respiratory Medicine, Gävle Hospital, Gävle, Sweden
| | - Hirsh Koyi
- Center for Research and Development, Uppsala University/Region Gävleborg, Sweden; Department of Respiratory Medicine, Gävle Hospital, Gävle, Sweden; Department of Oncology-Pathology, Karolinska Biomics Center, Karolinska Institutet, Stockholm, Sweden
| | | | - Patrick Micke
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | | | - Linda Willén
- Center for Research and Development, Uppsala University/Region Gävleborg, Sweden; Department of Radiation Sciences and Oncology, Umeå University Hospital, Umeå, Sweden; Department of Oncology, Gävle Hospital, Gävle, Sweden
| | - Johan Botling
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden.
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Yamoah K, Awasthi S, Mahal B, Zhao SG, Grass D, Berglund A, Abraham-Miranda J, Gerke T, Rounbehler RJ, Davicioni E, Liu Y, Park J, Cleveland JL, Pow-Sang JM, Fernandez D, Torres-Roca J, Karnes RJ, Schaeffer E, Freedland S, Spratt DE, Den RB, Rebbeck TR, Feng F. Novel Transcriptomic Interactions Between Immune Content and Genomic Classifier Predict Lethal Outcomes in High-grade Prostate Cancer. Eur Urol 2022; 81:325-330. [PMID: 33303244 PMCID: PMC9838823 DOI: 10.1016/j.eururo.2020.11.038] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 11/20/2020] [Indexed: 01/16/2023]
Abstract
Grade group 4 and 5 (GG-45) prostate cancer (PCa) patients are at the highest risk of lethal outcomes, yet lack genomic risk stratification for prognosis and treatment selection. Here, we assess whether transcriptomic interactions between tumor immune content score (ICS) and the Decipher genomic classifier can identify most lethal subsets of GG-45 PCa. We utilized whole transcriptome data from 8071 tumor tissue (6071 prostatectomy and 2000 treatment-naïve biopsy samples) to derive four immunogenomic subtypes using ICS and Decipher. When compared across all grade groups, GG-45 samples had the highest proportion of most aggressive subtype-ICSHigh/DecipherHigh. Subsequent analyses within the GG-45 patient samples (n = 1420) revealed that the ICSHigh/DecipherHigh subtype was associated with increased genomic radiosensitivity. Additionally, in a multivariable model (n = 335), ICSHigh/DecipherHigh subtype had a significantly higher risk of distant metastasis (hazard ratio [HR] = 5.41; 95% confidence interval [CI], 2.76-10.6; p ≤ 0.0001) and PCa-specific mortality (HR = 10.6; 95% CI, 4.18-26.94; p ≤ 0.0001) as compared with ICSLow/DecipherLow. The novel immunogenomic subtypes establish a very strong synergistic interaction between ICS and Decipher in identifying GG-45 patients who experience the most lethal outcomes. PATIENT SUMMARY: In this analysis, we identified a novel interaction between the total immune content of prostate tumors and genomic classifier to identify the most lethal subset of patients with grade groups 4 and 5. Our results will aid in the subtyping of aggressive prostate cancer patients who may benefit from combined immune-radiotherapy modalities.
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Affiliation(s)
- Kosj Yamoah
- H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA;,Corresponding author. 12902 Magnolia Drive, Tampa, FL 33612, USA. Tel. +1-813-745-3053; Fax: 813-745-7231. (K. Yamoah)
| | | | | | | | - Daniel Grass
- H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Anders Berglund
- H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | | | - Travis Gerke
- H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | | | - Elai Davicioni
- Decipher Bioscience, Vancouver, British Columbia, Canada
| | - Yang Liu
- Decipher Bioscience, Vancouver, British Columbia, Canada
| | - Jong Park
- H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | | | | | - Daniel Fernandez
- H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | | | | | - Edward Schaeffer
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | | | | | | | - Felix Feng
- University of California, San Francisco, CA, USA
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Isaksson J, Berglund A, Louie K, Hamidian A, Edsjö A, Johansson M, Hallqvist A, Wagenius G, Willén L, Botling J. 139P KRAS-G12C NSCLC linked to female sex and high risk of CNS metastasis: Real-world data from the National Swedish Lung Cancer Registry 2016-2019. Ann Oncol 2022. [DOI: 10.1016/j.annonc.2022.02.169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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Berglund A, Muenyi C, Siegel EM, Ajidahun A, Eschrich SA, Wong D, Hendrick LE, Putney RM, Kim S, Hayes DN, Shibata D. Characterization of Epigenomic Alterations in HPV16+ Head and Neck Squamous Cell Carcinomas. Cancer Epidemiol Biomarkers Prev 2022; 31:858-869. [PMID: 35064062 PMCID: PMC8983563 DOI: 10.1158/1055-9965.epi-21-0922] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 11/18/2021] [Accepted: 01/12/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Epigenetic changes associated with human papillomavirus (HPV)-driven tumors have been described; however, HPV type-specific alterations are less well understood. We sought to compare HPV16-specific methylation changes with those in virus-unassociated head and neck squamous cell carcinomas (HNSCC). METHODS Within The Cancer Genome Atlas, 59 HPV16+ HNSCC, 238 nonviral HNSCC (no detectable HPV or other viruses), and 50 normal head and neck tissues were evaluated. Significant differentially methylated regions (DMR) were selected, and key associated genes were identified. Partial least squares models were generated to predict HPV16 status in additional independent samples. RESULTS HPV infection in HNSCC is associated with type-specific methylomic profiles. Multiple significant DMRs were identified between HPV16+, nonviral, and normal samples. The most significant differentially methylated genes, SYCP2, MSX2, HLTF, PITX2, and GRAMD4, demonstrated HPV16-associated methylation patterns with corresponding alterations in gene expression. Phylogenetically related HPV types (alpha-9 species; HPV31, HPV33, and HPV35) demonstrated a similar methylation profile to that of HPV16 but differed from those seen in other types, such as HPV18 and 45 (alpha-7). CONCLUSIONS HNSCC linked to HPV16 and types from the same alpha species are associated with a distinct methylation profile. This HPV16-associated methylation pattern is also detected in cervical cancer and testicular germ cell tumors. We present insights into both shared and unique methylation alterations associated with HPV16+ tumors and may have implications for understanding the clinical behavior of HPV-associated HNSCC. IMPACT HPV type-specific methylomic changes may contribute to understanding biologic mechanisms underlying differences in clinical behavior among different HPV+ and HPV- HNSCC.
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Affiliation(s)
- Anders Berglund
- Departments of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Clarisse Muenyi
- Department of Surgery, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Erin M Siegel
- Departments of Cancer Epidemiology , H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Abidemi Ajidahun
- Department of Surgery, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Steven A. Eschrich
- Departments of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Denise Wong
- Department of Surgery, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Leah E. Hendrick
- Department of Surgery, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Ryan M. Putney
- Departments of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Sungjune Kim
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - D. Neil Hayes
- Division of Hematology and Oncology, University of Tennessee Health Science Center, Memphis TN, USA
| | - David Shibata
- Department of Surgery, University of Tennessee Health Science Center, Memphis, TN, USA
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Holmgren S, Andersson T, Berglund A, Aarsland D, Cummings J, Freund-Levi Y. Neuropsychiatric Symptoms in Dementia: Considering a Clinical Role for Electroencephalography. J Neuropsychiatry Clin Neurosci 2022; 34:214-223. [PMID: 35306829 PMCID: PMC9357098 DOI: 10.1176/appi.neuropsych.21050135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Degenerative dementia is characterized by progressive cognitive decline and neuropsychiatric symptoms. People with Alzheimer's disease (AD), the most common cause of dementia, show synaptic loss and disruption of functional brain networks along with neuritic plaques and neurofibrillary tangles. Electroencephalography (EEG) directly reflects synaptic activity, and among patients with AD it is associated with slowing of background activity. The purpose of this study was to identify associations between neuropsychiatric symptoms and EEG in patients with dementia and to determine whether EEG parameters could be used for clinical assessment of pharmacological treatment of neuropsychiatric symptoms in dementia (NPSD) with galantamine or risperidone. METHODS Seventy-two patients with EEG recordings and a score ≥10 on the Neuropsychiatric Inventory (NPI) were included. Clinical assessments included administration of the NPI, the Mini-Mental State Examination (MMSE), and the Cohen-Mansfield Agitation Inventory (CMAI). Patients underwent EEG examinations at baseline and after 12 weeks of treatment with galantamine or risperidone. EEG frequency analysis was performed. Correlations between EEG and assessment scale scores were statistically examined, as were EEG changes from baseline to the week 12 visit and the relationship with NPI, CMAI, and MMSE scores. RESULTS Significant correlations were found between NPI agitation and delta EEG frequencies at baseline and week 12. No other consistent and significant relationships were observed between NPSD and EEG at baseline, after NPSD treatment, or in the change in EEG from baseline to follow-up. CONCLUSIONS The limited informative findings in this study suggest that there exists a complex relationship between NPSD and EEG; hence, it is difficult to evaluate and use EEG for clinical assessment of pharmacological NPSD treatment.
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Affiliation(s)
- Simon Holmgren
- Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Division of Clinical Geriatrics, Karolinska Institutet, Stockholm (Holmgren, Aarsland, Freund-Levi); Department of Neurophysiology, Karolinska University Hospital, Huddinge, Sweden (Andersson); Department of Clinical Neuroscience, Karolinska Institutet, Stockholm (Berglund); Institute of Psychiatry, Psychology and Neuroscience, Division of Old Age Psychiatry, Kings College London (Aarsland, Freund-Levi); Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway (Aarsland); Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, School of Integrated Health Science, University of Nevada, Las Vegas (Cummings); Department of Psychiatry and Geriatrics, University Hospital Örebro, Sweden (Freund-Levi); and School of Medical Sciences, Örebro University, Sweden (Freund-Levi)
| | - Thomas Andersson
- Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Division of Clinical Geriatrics, Karolinska Institutet, Stockholm (Holmgren, Aarsland, Freund-Levi); Department of Neurophysiology, Karolinska University Hospital, Huddinge, Sweden (Andersson); Department of Clinical Neuroscience, Karolinska Institutet, Stockholm (Berglund); Institute of Psychiatry, Psychology and Neuroscience, Division of Old Age Psychiatry, Kings College London (Aarsland, Freund-Levi); Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway (Aarsland); Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, School of Integrated Health Science, University of Nevada, Las Vegas (Cummings); Department of Psychiatry and Geriatrics, University Hospital Örebro, Sweden (Freund-Levi); and School of Medical Sciences, Örebro University, Sweden (Freund-Levi)
| | - Anders Berglund
- Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Division of Clinical Geriatrics, Karolinska Institutet, Stockholm (Holmgren, Aarsland, Freund-Levi); Department of Neurophysiology, Karolinska University Hospital, Huddinge, Sweden (Andersson); Department of Clinical Neuroscience, Karolinska Institutet, Stockholm (Berglund); Institute of Psychiatry, Psychology and Neuroscience, Division of Old Age Psychiatry, Kings College London (Aarsland, Freund-Levi); Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway (Aarsland); Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, School of Integrated Health Science, University of Nevada, Las Vegas (Cummings); Department of Psychiatry and Geriatrics, University Hospital Örebro, Sweden (Freund-Levi); and School of Medical Sciences, Örebro University, Sweden (Freund-Levi)
| | - Dag Aarsland
- Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Division of Clinical Geriatrics, Karolinska Institutet, Stockholm (Holmgren, Aarsland, Freund-Levi); Department of Neurophysiology, Karolinska University Hospital, Huddinge, Sweden (Andersson); Department of Clinical Neuroscience, Karolinska Institutet, Stockholm (Berglund); Institute of Psychiatry, Psychology and Neuroscience, Division of Old Age Psychiatry, Kings College London (Aarsland, Freund-Levi); Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway (Aarsland); Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, School of Integrated Health Science, University of Nevada, Las Vegas (Cummings); Department of Psychiatry and Geriatrics, University Hospital Örebro, Sweden (Freund-Levi); and School of Medical Sciences, Örebro University, Sweden (Freund-Levi)
| | - Jeffrey Cummings
- Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Division of Clinical Geriatrics, Karolinska Institutet, Stockholm (Holmgren, Aarsland, Freund-Levi); Department of Neurophysiology, Karolinska University Hospital, Huddinge, Sweden (Andersson); Department of Clinical Neuroscience, Karolinska Institutet, Stockholm (Berglund); Institute of Psychiatry, Psychology and Neuroscience, Division of Old Age Psychiatry, Kings College London (Aarsland, Freund-Levi); Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway (Aarsland); Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, School of Integrated Health Science, University of Nevada, Las Vegas (Cummings); Department of Psychiatry and Geriatrics, University Hospital Örebro, Sweden (Freund-Levi); and School of Medical Sciences, Örebro University, Sweden (Freund-Levi)
| | - Yvonne Freund-Levi
- Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Division of Clinical Geriatrics, Karolinska Institutet, Stockholm (Holmgren, Aarsland, Freund-Levi); Department of Neurophysiology, Karolinska University Hospital, Huddinge, Sweden (Andersson); Department of Clinical Neuroscience, Karolinska Institutet, Stockholm (Berglund); Institute of Psychiatry, Psychology and Neuroscience, Division of Old Age Psychiatry, Kings College London (Aarsland, Freund-Levi); Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway (Aarsland); Chambers-Grundy Center for Transformative Neuroscience, Department of Brain Health, School of Integrated Health Science, University of Nevada, Las Vegas (Cummings); Department of Psychiatry and Geriatrics, University Hospital Örebro, Sweden (Freund-Levi); and School of Medical Sciences, Örebro University, Sweden (Freund-Levi)
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Ospina OE, Wilson CM, Soupir AC, Berglund A, Smalley I, Tsai KY, Fridley BL. spatialGE: quantification and visualization of the tumor microenvironment heterogeneity using spatial transcriptomics. Bioinformatics 2022; 38:2645-2647. [PMID: 35258565 PMCID: PMC9890305 DOI: 10.1093/bioinformatics/btac145] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 02/04/2022] [Accepted: 03/07/2022] [Indexed: 02/05/2023] Open
Abstract
SUMMARY Spatially resolved transcriptomics promises to increase our understanding of the tumor microenvironment and improve cancer prognosis and therapies. Nonetheless, analytical methods to explore associations between the spatial heterogeneity of the tumor and clinical data are not available. Hence, we have developed spatialGE, a software that provides visualizations and quantification of the tumor microenvironment heterogeneity through gene expression surfaces, spatial heterogeneity statistics that can be compared against clinical information, spot-level cell deconvolution and spatially informed clustering, all using a new data object to store data and resulting analyses simultaneously. AVAILABILITY AND IMPLEMENTATION The R package and tutorial/vignette are available at https://github.com/FridleyLab/spatialGE. A script to reproduce the analyses in this manuscript is available in Supplementary information. The Thrane study data included in spatialGE was made available from the public available from the website https://www.spatialresearch.org/resources-published-datasets/doi-10-1158-0008-5472-can-18-0747/. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Oscar E Ospina
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Christopher M Wilson
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Alex C Soupir
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Anders Berglund
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Inna Smalley
- Department of Tumor Biology, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Kenneth Y Tsai
- Department of Anatomic Pathology, Moffitt Cancer Center, Tampa, FL 33612, USA
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Willén L, Berglund A, Bergström S, Isaksson J, Bergqvist M, Wagenius G, Lambe M. Are older patients with non-small cell lung cancer receiving optimal care? A population-based study. Acta Oncol 2022; 61:309-317. [PMID: 34779354 DOI: 10.1080/0284186x.2021.2000637] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Results from studies addressing age-related patterns of cancer care have found evidence of unjustified differences in management between younger and older patients. METHODS We examined associations between age and clinical presentation, management and mortality in patients diagnosed with non-small cell lung cancer (NSCLC) between 2002 and 2016. Analyses were adjusted for comorbidity and other factors that may have affected management decisions and outcomes. RESULTS The study population encompassed 40,026 patients with NSCLC. Stage at diagnosis did not differ between age groups ≤ 84. The diagnostic intensity was similar in age groups <80 years. In patients with stage IA-IIB disease and PS 0-2, surgery was more common in the youngest age groups and decreased with increasing age, and was rarely performed in those ≥ 85 years. The use of stereotactic body radiotherapy (SBRT) increased with age (≤69 years 5.4%; ≥85 years 35.8%). In patients with stage IIIA disease and PS 0-2, concurrent chemoradiotherapy was more common in younger patients (≤69 years 55.3%; ≥85 years 2.2%). In stage IA-IIIA disease, no major differences in treatment-related mortality was observed. In stage IIIB-IV and PS 0-2, chemotherapy was more common in patients <80 years. However, 58.1% of patients 80-84 years and 30.3% ≥ 85 years received treatment. In stage IA-IIIA, overall and cause-specific survival decreased with increasing age. No age-differences in survival were observed in patients with stage IIIB-IV NSCLC. CONCLUSION Treatments were readily given to older patients with metastatic disease, but to a lesser degree to those with early stage disease. Significant differences in cause specific survival were observed in early, but not late stage disease. Our findings underscore the importance of individualized assessment of health status and life expectancy. Our results indicate that older patients with early stage lung cancer to a higher extent should be considered for curative treatment.
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Affiliation(s)
- Linda Willén
- Center for Research and Development, Uppsala University/Region Gävleborg, Gävle, Sweden
- Department of Radiation Sciences and Oncology, Umeå University, Umeå, Sweden
- Department of Oncology, Gävle Hospital, Gävle, Sweden
| | | | - Stefan Bergström
- Center for Research and Development, Uppsala University/Region Gävleborg, Gävle, Sweden
- Department of Radiation Sciences and Oncology, Umeå University, Umeå, Sweden
- Department of Oncology, Gävle Hospital, Gävle, Sweden
| | - Johan Isaksson
- Center for Research and Development, Uppsala University/Region Gävleborg, Gävle, Sweden
- Department of Pulmonary Medicine, Gävle Hospital, Gävle, Sweden
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Michael Bergqvist
- Center for Research and Development, Uppsala University/Region Gävleborg, Gävle, Sweden
- Department of Radiation Sciences and Oncology, Umeå University, Umeå, Sweden
- Department of Oncology, Gävle Hospital, Gävle, Sweden
| | - Gunnar Wagenius
- Division of Oncology, Department of Clinical Science Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
| | - Mats Lambe
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Regional Cancer Center Central Sweden, Uppsala, Sweden
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Willén L, Berglund A, Bergström S, Isaksson J, Bergqvist M, Wagenius G, Lambe M. Reply to Assoc. Prof. Kocak. Acta Oncol 2022; 61:320. [PMID: 35012418 DOI: 10.1080/0284186x.2021.2023216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Affiliation(s)
- Linda Willén
- Center for Research and Development, Uppsala University/Region Gävleborg, Gävle, Sweden
- Department of Radiation Sciences and Oncology, Umeå University, Umeå, Sweden
- Department of Oncology, Gävle Hospital, Gävle, Sweden
| | | | - Stefan Bergström
- Center for Research and Development, Uppsala University/Region Gävleborg, Gävle, Sweden
- Department of Radiation Sciences and Oncology, Umeå University, Umeå, Sweden
- Department of Oncology, Gävle Hospital, Gävle, Sweden
| | - Johan Isaksson
- Center for Research and Development, Uppsala University/Region Gävleborg, Gävle, Sweden
- Department of Pulmonary Medicine, Gävle Hospital, Gävle, Sweden
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Michael Bergqvist
- Department of Radiation Sciences and Oncology, Umeå University, Umeå, Sweden
| | - Gunnar Wagenius
- Division of Oncology, Department of Clinical Science Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Mats Lambe
- Regional Cancer Center Central Sweden, Uppsala, Sweden
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Ferrall-Fairbanks MC, Chakiryan N, Chobrutskiy BI, Kim Y, Teer JK, Berglund A, Mulé JJ, Fournier M, Siegel EM, Dhillon J, Falasiri SSA, Arturo JF, Katende EN, Blanck G, Manley BJ, Altrock PM. Quantification of T- and B-cell immune receptor distribution diversity characterizes immune cell infiltration and lymphocyte heterogeneity in clear cell renal cell carcinoma. Cancer Res 2022; 82:929-942. [DOI: 10.1158/0008-5472.can-21-1747] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 11/02/2021] [Accepted: 01/10/2022] [Indexed: 11/16/2022]
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Berglund A, Matta J, Encarnación-Medina J, Ortiz-Sanchéz C, Dutil J, Linares R, Marcial J, Abreu-Takemura C, Moreno N, Putney R, Chakrabarti R, Lin HY, Yamoah K, Osterman CD, Wang L, Dhillon J, Kim Y, Kim SJ, Ruiz-Deya G, Park JY. Dysregulation of DNA Methylation and Epigenetic Clocks in Prostate Cancer among Puerto Rican Men. Biomolecules 2021; 12:biom12010002. [PMID: 35053153 PMCID: PMC8773891 DOI: 10.3390/biom12010002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 12/13/2021] [Accepted: 12/14/2021] [Indexed: 12/02/2022] Open
Abstract
In 2021, approximately 248,530 new prostate cancer (PCa) cases are estimated in the United States. Hispanic/Latinos (H/L) are the second largest racial/ethnic group in the US. The objective of this study was to assess DNA methylation patterns between aggressive and indolent PCa along with ancestry proportions in 49 H/L men from Puerto Rico (PR). Prostate tumors were classified as aggressive (n = 17) and indolent (n = 32) based on the Gleason score. Genomic DNA samples were extracted by macro-dissection. DNA methylation patterns were assessed using the Illumina EPIC DNA methylation platform. We used ADMIXTURE to estimate global ancestry proportions. We identified 892 differentially methylated genes in prostate tumor tissues as compared with normal tissues. Based on an epigenetic clock model, we observed that the total number of stem cell divisions (TNSC) and stem cell division rate (SCDR) were significantly higher in tumor than adjacent normal tissues. Regarding PCa aggressiveness, 141 differentially methylated genes were identified. Ancestry proportions of PR men were estimated as African, European, and Indigenous American; these were 24.1%, 64.2%, and 11.7%, respectively. The identification of DNA methylation profiles associated with risk and aggressiveness of PCa in PR H/L men will shed light on potential mechanisms contributing to PCa disparities in PR population.
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Affiliation(s)
- Anders Berglund
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA; (A.B.); (R.P.); (Y.K.)
| | - Jaime Matta
- Department of Basic Sciences, Ponce Research Institute, School of Medicine, Ponce Health Sciences University, Ponce 00716-2347, Puerto Rico; (J.M.); (J.E.-M.); (C.O.-S.); (J.D.); (R.L.); (J.M.); (C.A.-T.); (C.D.O.); (G.R.-D.)
| | - Jarline Encarnación-Medina
- Department of Basic Sciences, Ponce Research Institute, School of Medicine, Ponce Health Sciences University, Ponce 00716-2347, Puerto Rico; (J.M.); (J.E.-M.); (C.O.-S.); (J.D.); (R.L.); (J.M.); (C.A.-T.); (C.D.O.); (G.R.-D.)
| | - Carmen Ortiz-Sanchéz
- Department of Basic Sciences, Ponce Research Institute, School of Medicine, Ponce Health Sciences University, Ponce 00716-2347, Puerto Rico; (J.M.); (J.E.-M.); (C.O.-S.); (J.D.); (R.L.); (J.M.); (C.A.-T.); (C.D.O.); (G.R.-D.)
| | - Julie Dutil
- Department of Basic Sciences, Ponce Research Institute, School of Medicine, Ponce Health Sciences University, Ponce 00716-2347, Puerto Rico; (J.M.); (J.E.-M.); (C.O.-S.); (J.D.); (R.L.); (J.M.); (C.A.-T.); (C.D.O.); (G.R.-D.)
| | - Raymond Linares
- Department of Basic Sciences, Ponce Research Institute, School of Medicine, Ponce Health Sciences University, Ponce 00716-2347, Puerto Rico; (J.M.); (J.E.-M.); (C.O.-S.); (J.D.); (R.L.); (J.M.); (C.A.-T.); (C.D.O.); (G.R.-D.)
| | - Joshua Marcial
- Department of Basic Sciences, Ponce Research Institute, School of Medicine, Ponce Health Sciences University, Ponce 00716-2347, Puerto Rico; (J.M.); (J.E.-M.); (C.O.-S.); (J.D.); (R.L.); (J.M.); (C.A.-T.); (C.D.O.); (G.R.-D.)
| | - Caren Abreu-Takemura
- Department of Basic Sciences, Ponce Research Institute, School of Medicine, Ponce Health Sciences University, Ponce 00716-2347, Puerto Rico; (J.M.); (J.E.-M.); (C.O.-S.); (J.D.); (R.L.); (J.M.); (C.A.-T.); (C.D.O.); (G.R.-D.)
| | - Natasha Moreno
- Department of Basic Sciences, Ponce Research Institute, School of Medicine, Ponce Health Sciences University, Ponce 00716-2347, Puerto Rico; (J.M.); (J.E.-M.); (C.O.-S.); (J.D.); (R.L.); (J.M.); (C.A.-T.); (C.D.O.); (G.R.-D.)
- Correspondence: (N.M.); (J.Y.P.)
| | - Ryan Putney
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA; (A.B.); (R.P.); (Y.K.)
| | - Ratna Chakrabarti
- Burnett School of Biomedical Sciences, University of Central Florida, Orlando, FL 32816, USA;
| | - Hui-Yi Lin
- Biostatistics Program, School of Public Health, Louisiana State University Health Sciences Center, New Orleans, LA 70112, USA;
| | - Kosj Yamoah
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA;
| | - Carlos Diaz Osterman
- Department of Basic Sciences, Ponce Research Institute, School of Medicine, Ponce Health Sciences University, Ponce 00716-2347, Puerto Rico; (J.M.); (J.E.-M.); (C.O.-S.); (J.D.); (R.L.); (J.M.); (C.A.-T.); (C.D.O.); (G.R.-D.)
| | - Liang Wang
- Department of Molecular Biology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA;
| | - Jasreman Dhillon
- Department of Pathology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA;
| | - Youngchul Kim
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA; (A.B.); (R.P.); (Y.K.)
| | - Seung Joon Kim
- Department of Internal Medicine, Catholic University of Korea, Seoul 06591, Korea;
| | - Gilberto Ruiz-Deya
- Department of Basic Sciences, Ponce Research Institute, School of Medicine, Ponce Health Sciences University, Ponce 00716-2347, Puerto Rico; (J.M.); (J.E.-M.); (C.O.-S.); (J.D.); (R.L.); (J.M.); (C.A.-T.); (C.D.O.); (G.R.-D.)
| | - Jong Y. Park
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center, Tampa, FL 33612, USA
- Correspondence: (N.M.); (J.Y.P.)
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Siegel EM, Ajidahun A, Berglund A, Guerrero W, Eschrich S, Putney RM, Magliocco A, Riggs B, Winter K, Simko JP, Ajani JA, Guha C, Okawara GS, Abdalla I, Becker MJ, Pizzolato JF, Crane CH, Brown KD, Shibata D. Genome-wide host methylation profiling of anal and cervical carcinoma. PLoS One 2021; 16:e0260857. [PMID: 34882728 PMCID: PMC8659695 DOI: 10.1371/journal.pone.0260857] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 11/17/2021] [Indexed: 12/15/2022] Open
Abstract
HPV infection results in changes in host gene methylation which, in turn, are thought to contribute to the neoplastic progression of HPV-associated cancers. The objective of this study was to identify joint and disease-specific genome-wide methylation changes in anal and cervical cancer as well as changes in high-grade pre-neoplastic lesions. Formalin-fixed paraffin-embedded (FFPE) anal tissues (n = 143; 99% HPV+) and fresh frozen cervical tissues (n = 28; 100% HPV+) underwent microdissection, DNA extraction, HPV genotyping, bisulfite modification, DNA restoration (FFPE) and analysis by the Illumina HumanMethylation450 Array. Differentially methylated regions (DMR; t test q<0.01, 3 consecutive significant CpG probes and mean Δβ methylation value>0.3) were compared between normal and cancer specimens in partial least squares (PLS) models and then used to classify anal or cervical intraepithelial neoplasia-3 (AIN3/CIN3). In AC, an 84-gene PLS signature (355 significant probes) differentiated normal anal mucosa (NM; n = 9) from AC (n = 121) while a 36-gene PLS signature (173 significant probes) differentiated normal cervical epithelium (n = 10) from CC (n = 9). The CC progression signature was validated using three independent publicly available datasets (n = 424 cases). The AC and CC progression PLS signatures were interchangeable in segregating normal, AIN3/CIN3 and AC and CC and were found to include 17 common overlapping hypermethylated genes. Moreover, these signatures segregated AIN3/CIN3 lesions similarly into cancer-like and normal-like categories. Distinct methylation changes occur across the genome during the progression of AC and CC with overall similar profiles and add to the evidence suggesting that HPV-driven oncogenesis may result in similar non-random methylomic events. Our findings may lead to identification of potential epigenetic drivers of HPV-associated cancers and also, of potential markers to identify higher risk pre-cancerous lesions.
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Affiliation(s)
- Erin M. Siegel
- Departments of Cancer Epidemiology, Tampa, FL, United States of America
| | - Abidemi Ajidahun
- Department of Surgery, University of Tennessee Health Science Center, Memphis, TN, United States of America
| | - Anders Berglund
- Biostatistics and Bioinformatics, Tampa, FL, United States of America
| | - Whitney Guerrero
- Department of Surgery, University of Tennessee Health Science Center, Memphis, TN, United States of America
| | - Steven Eschrich
- Biostatistics and Bioinformatics, Tampa, FL, United States of America
| | - Ryan M. Putney
- Biostatistics and Bioinformatics, Tampa, FL, United States of America
| | - Anthony Magliocco
- Anatomic Pathology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, United States of America
| | - Bridget Riggs
- Departments of Cancer Epidemiology, Tampa, FL, United States of America
| | - Kathryn Winter
- NRG Oncology Statistics and Data Management Center–ACR, Philadelphia, PA, United States of America
| | - Jeff P. Simko
- UCSF Medical Center-Mount Zion, San Francisco, CA, United States of America
| | - Jaffer A. Ajani
- M D Anderson Cancer Center, Houston, TX, United States of America
| | - Chandan Guha
- Montefiore Medical Center, New York, NY, United States of America
| | - Gordon S. Okawara
- Juravinski Cancer Centre at Hamilton Health Sciences, Hamilton, ON, United States of America
| | - Ibrahim Abdalla
- Cancer Research for the Ozarks CCOP, Springfield, MO, United States of America
| | - Mark J. Becker
- Columbus Community Clinical Oncology Program, Columbus, OH, United States of America
| | - Joseph F. Pizzolato
- Mount Sinai Comprehensive Cancer Center CCOP, Miami, FL, United States of America
| | | | - Kevin D. Brown
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL, United States of America
| | - David Shibata
- Department of Surgery, University of Tennessee Health Science Center, Memphis, TN, United States of America
- * E-mail:
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50
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Extermann M, Walko C, Mishra A, Thomas K, Cao B, Chon H, Critea M, Berglund A, Chem J, Cubitt C, Gomes A, Hoffman M, Kim J, Marchion D, Petersson F, Sansil S, Sehovic M, Shahzad M, Welsh E, Zhang Y. Worsening of ovarian cancer prognosis with age: an exploration of pharmacokinetics, body composition, and biology. J Geriatr Oncol 2021. [DOI: 10.1016/s1879-4068(21)00338-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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