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Gormley M, Adhikari A, Dudding T, Pring M, Hurley K, Macfarlane GJ, Lagiou P, Lagiou A, Polesel J, Agudo A, Alemany L, Ahrens W, Healy CM, Conway DI, Canova C, Holcatova I, Richiardi L, Znaor A, Olshan AF, Hung RJ, Liu G, Bratman S, Zhao X, Holt J, Cortez R, Gaborieau V, McKay JD, Waterboer T, Brennan P, Hayes N, Diergaarde B, Virani S. VOYAGER: an international consortium investigating the role of human papilloma virus and genetics in oral and oropharyngeal cancer risk and survival. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.02.17.25322399. [PMID: 40034767 PMCID: PMC11875266 DOI: 10.1101/2025.02.17.25322399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
Abstract
Head and neck cancer (HNC) is the sixth most common cancer globally. Incidence and survival rates vary significantly across geographic regions and tumor subsites. This is partly due to differences in risk factor exposure, which includes tobacco smoking, alcohol consumption and human papillomavirus (HPV) infection, alongside detection and treatment strategies. The VOYAGER (human papillomaVirus, Oral and oropharYngeal cAncer GEnomic Research) consortium is a collaboration between five large North American and European studies which generated data on 10,530 participants (7,233 cases and 3,297 controls). The primary goal of the collaboration was to improve understanding of the role of HPV and genetic factors in oral cavity and oropharyngeal cancer risk and outcome. Demographic and clinical data collected by the five studies were harmonized, and HPV status was determined for the majority of cases. In addition, 999 tumors were sequenced to define somatic mutations. These activities generated a comprehensive biomedical resource that can be utilized to answer critical outstanding research questions to help improve HNC prevention, early detection, treatment, and surveillance.
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Ebrahimi E, Sangphukieo A, Park HA, Gaborieau V, Ferreiro-Iglesias A, Diergaarde B, Ahrens W, Alemany L, Arantes L, Betka J, Bratman SV, Canova C, Conlon M, Conway DI, Cuello M, Curado M, de Carvalho A, de Oliviera J, Gormley M, Hadji M, Hargreaves S, Healy CM, Holcatova I, Hung RJ, Kowalski LP, Lagiou P, Lagiou A, Liu G, Macfarlane GJ, Olshan AF, Perdomo S, Pinto LF, Podesta JV, Polesel J, Pring M, Rashidian H, Gama RR, Richiardi L, Robinson M, Rodriguez-Urrego PA, Santi SA, Saunders DP, Soares-Lima SC, Timpson N, Vilensky M, von Zeidler SV, Waterboer T, Zendehdel K, Znaor A, Brennan P, McKay J, Virani S, Dudding T. Cross-ancestral GWAS identifies 29 novel variants across Head and Neck Cancer subsites. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.11.18.24317473. [PMID: 39606392 PMCID: PMC11601725 DOI: 10.1101/2024.11.18.24317473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
In this multi-ancestry genome-wide association study (GWAS) and fine mapping study of head and neck squamous cell carcinoma (HNSCC) subsites, we analysed 19,073 cases and 38,857 controls and identified 29 independent novel loci. We provide robust evidence that a 3' UTR variant in TP53 (rs78378222, T>G) confers a 40% reduction in odds of developing overall HNSCC. We further examine the gene-environment relationship of BRCA2 and ADH1B variants demonstrating their effects act through both smoking and alcohol use. Through analyses focused on the human leukocyte antigen (HLA) region, we highlight that although human papilloma virus (HPV)(+) oropharyngeal cancer (OPC), HPV(-) OPC and oral cavity cancer (OC) all show GWAS signal at 6p21, each subsite has distinct associations at the variant, amino acid, and 4-digit allele level. We also defined the specific amino acid changes underlying the well-known DRB1*13:01-DQA1*01:03-DQB1*06:03 protective haplotype for HPV(+) OPC. We show greater heritability of HPV(+) OPC compared to other subsites, likely to be explained by HLA effects. These findings advance our understanding of the genetic architecture of head and neck squamous cell carcinoma, providing important insights into the role of genetic variation across ancestries, tumor subsites, and gene-environment interactions.
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3
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Thakral A, Lee JJ, Hou T, Hueniken K, Dudding T, Gormley M, Virani S, Olshan A, Diergaarde B, Ness AR, Waterboer T, Smith-Byrne K, Brennan P, Hayes DN, Sanderson E, Brown MC, Huang S, Bratman SV, Spreafico A, De Almeida J, Davies JC, Bierut L, Macfarlane GJ, Lagiou P, Lagiou A, Polesel J, Agudo A, Alemany L, Ahrens W, Healy CM, Conway DI, Nygard M, Canova C, Holcatova I, Richiardi L, Znaor A, Goldstein DP, Hung RJ, Xu W, Liu G, Espin-Garcia O. Smoking and alcohol by HPV status in head and neck cancer: a Mendelian randomization study. Nat Commun 2024; 15:7835. [PMID: 39244563 PMCID: PMC11380676 DOI: 10.1038/s41467-024-51679-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 08/12/2024] [Indexed: 09/09/2024] Open
Abstract
HPV-positive and HPV-negative head and neck squamous cell carcinoma (HNSCC) are recognized as distinct entities. There remains uncertainty surrounding the causal effects of smoking and alcohol on the development of these two cancer types. Here we perform multivariable Mendelian randomization (MR) to evaluate the causal effects of smoking and alcohol on the risk of HPV-positive and HPV-negative HNSCC in 3431 cases and 3469 controls. Lifetime smoking exposure, as measured by the Comprehensive Smoking Index (CSI), is associated with increased risk of both HPV-negative HNSCC (OR = 3.03, 95%CI:1.75-5.24, P = 7.00E-05) and HPV-positive HNSCC (OR = 2.73, 95%CI:1.39-5.36, P = 0.003). Drinks Per Week is also linked with increased risk of both HPV-negative HNSCC (OR = 7.72, 95%CI:3.63-16.4, P = 1.00E-07) and HPV-positive HNSCC (OR = 2.66, 95%CI:1.06-6.68, P = 0.038). Smoking and alcohol independently increase the risk of both HPV-positive and HPV-negative HNSCC. These findings have important implications for understanding the modifying risk factors between HNSCC subtypes.
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Affiliation(s)
- Abhinav Thakral
- Department of Biostatistics, Princess Margaret Cancer Centre-University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - John Jw Lee
- Department of Otolaryngology-Head and Neck Surgery, University of Toronto, Toronto, Ontario, Canada.
- Department of Otolaryngology - Head and Neck Surgery, Sinai Health System, Toronto, Ontario, Canada.
| | - Tianzhichao Hou
- Department of Biostatistics, Princess Margaret Cancer Centre-University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Katrina Hueniken
- Department of Biostatistics, Princess Margaret Cancer Centre-University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Tom Dudding
- MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, BS8 1TL, UK
- University of Bristol Dental School, 1 Trinity Walk, Avon Street, Bristol, BS2 0PT, UK
| | - Mark Gormley
- MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, BS8 1TL, UK
- University of Bristol Dental School, 1 Trinity Walk, Avon Street, Bristol, BS2 0PT, UK
| | - Shama Virani
- Genomic Epidemiology Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Andrew Olshan
- Department of Epidemiology, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Brenda Diergaarde
- Department of Human Genetics, School of Public Health, University of Pittsburgh, and UPMC Hillman Cancer Center, Pittsburgh, PA, 15260, USA
| | - Andrew R Ness
- University Hospitals Bristol and Weston NHS Foundation Trust National Institute for Health Research Bristol Biomedical Research Centre, University of Bristol, Bristol, BS1 3NU, UK
| | - Tim Waterboer
- Infections and Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Karl Smith-Byrne
- Genomic Epidemiology Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Paul Brennan
- Genomic Epidemiology Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - D Neil Hayes
- Division of Medical Oncology and Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Eleanor Sanderson
- MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, BS8 1TL, UK
| | - M Catherine Brown
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Sophie Huang
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada
| | - Scott V Bratman
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada
| | - Anna Spreafico
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Division of Medical Oncology and Hematology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - John De Almeida
- Department of Otolaryngology-Head and Neck Surgery, University of Toronto, Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Joel C Davies
- Department of Otolaryngology-Head and Neck Surgery, University of Toronto, Toronto, Ontario, Canada
- Department of Otolaryngology - Head and Neck Surgery, Sinai Health System, Toronto, Ontario, Canada
| | - Laura Bierut
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Gary J Macfarlane
- Epidemiology Group, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
| | - Pagona Lagiou
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian, University of Athens, Goudi, Greece
| | - Areti Lagiou
- Department of Public and Community Health, School of Public Health, University of West Attica, Athens, Greece
| | - Jerry Polesel
- Unit of Cancer Epidemiology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Antonio Agudo
- Cancer Epidemiology Research Programme, Catalan Institute of Oncology, L'Hospitalet de Llobregat, Barcelona, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública, Madrid, Spain
| | - Laia Alemany
- Cancer Epidemiology Research Programme, Catalan Institute of Oncology, L'Hospitalet de Llobregat, Barcelona, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública, Madrid, Spain
| | - Wolfgang Ahrens
- Department of Epidemiological Methods and Etiological Research, Leibniz Institute for Prevention Research and Epidemiology-BIPS, Bremen, Germany; Department of Mathematics and Computer Science, University of Bremen, Bremen, Germany
| | - Claire M Healy
- Department of Oral and Maxillofacial Surgery, Oral Medicine and Oral Pathology, Dublin Dental University Hospital, Trinity College Dublin, Dublin, Ireland
| | - David I Conway
- School of Medicine, Dentistry, and Nursing, University of Glasgow, Glasgow, UK
| | - Mari Nygard
- Department of Research, Cancer Registry of Norway, Norwegian Institute of Public Health, Oslo, Norway
| | | | - Ivana Holcatova
- Institute of Hygiene & Epidemiology, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Lorenzo Richiardi
- Department of Medical Sciences, University of Turin and CPO-Piemonte, Turin, Italy
| | - Ariana Znaor
- Cancer Surveillance Branch, International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - David P Goldstein
- Department of Otolaryngology-Head and Neck Surgery, University of Toronto, Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Rayjean J Hung
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Wei Xu
- Department of Biostatistics, Princess Margaret Cancer Centre-University Health Network, University of Toronto, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Geoffrey Liu
- Infections and Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
| | - Osvaldo Espin-Garcia
- Department of Biostatistics, Princess Margaret Cancer Centre-University Health Network, University of Toronto, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Department of Epidemiology and Biostatistics, University of Western Ontario, London, Ontario, Canada
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4
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Weaver AN, Iams WT, Park JC, Mita M, Holtick U, Gordon MS, Rodabaugh KJ, Dhani N, Neupane P, Taylor M, Amanda Duvall E, Jennings J, Miselis NR, Loughhead S, Warren MS, Bernstein H, Klussmann JP, Baranda J, Jimeno A. Final outcomes analysis of the cell product SQZ-PBMC-HPV Phase 1 trial in incurable HPV16+ solid tumors shows improved overall survival in patients with increased CD8+ T cell tumor infiltration. Mol Carcinog 2024; 63:1421-1428. [PMID: 38695604 PMCID: PMC11238634 DOI: 10.1002/mc.23738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 04/24/2024] [Indexed: 06/27/2024]
Abstract
Cancer vaccines strive to induce robust, antigen-targeted, T-cell-mediated immune responses but have struggled to produce meaningful regression in solid tumors. An autologous cell vaccine, SQZ-PBMC-HPV, was developed by SQZ Biotechnologies using microfluidic squeezing technology to load PBMCs with HPV16 E6 and E7 antigens in HLA-A*02+ patients. The SQZ-PBMC-HPV-101 Phase 1 trial (NCT04084951) enrolled patients with incurable HPV16+ cancers. Here, we present a post hoc analysis of the relationship between Posttreatment CD8+ T cell infiltration and patient outcomes. SQZ-PBMC-HPV was administered as monotherapy every 3 weeks. Tumor samples were collected pre-dose and post-dose 4 weeks after treatment start. Biomarkers including CD8, MHC-I, E6, E7, GZMB, and Ki67 were evaluated by immunohistochemistry, immunofluorescence, and RNA in situ hybridization, and were correlated with clinical response, survival, and drug product composition. Eighteen patients had paired pre- and post-dose biopsies. Six (33%) had an increase in CD8+ T cell density in tumor parenchyma between screening and C2D8. Patients with increased CD8+ T cell density had improved disease control rate (66.7% vs 16.7%) and median overall survival (606.5 days vs 170.0 days, p = 0.0078). Drug product was significantly enriched for higher T cells and lower monocytes in the increased CD8+ T cell density group. In patients with incurable HPV16+ solid tumors treated with SQZ-PBMC-HPV, an increase in CD8+ T cell density within the tumor parenchyma was associated with superior disease control rate and overall survival. The product composition for patients with increased CD8+ T cell density was enriched for T cells.
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Affiliation(s)
- Alice N. Weaver
- University of Colorado Comprehensive Cancer Center, Aurora, Colorado, USA
| | - Wade T. Iams
- Division of Hematology/Oncology, Department of Medicine, Vanderbilt University, Nashville, Tennessee, USA
| | - Jong Chul Park
- Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Monica Mita
- Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Udo Holtick
- Department of Internal Medicine, Medical Faculty and University Hospital of Cologne, University of Cologne, Cologne, North Rhine-Westphalia, Germany
| | - Michael S. Gordon
- Pinnacle Oncology Hematology, Arizona Center for Cancer Care, HonorHealth Research Institute Clinical Trials Program, Virginia G. Piper Cancer Center, Scottsdale, Arizona, USA
| | | | - Neesha Dhani
- University Health Network Princess Margaret Cancer Centre, Toronto, Canada
| | | | - Matthew Taylor
- Earle A. Chiles Research Institute, Portland, Oregon, USA
| | | | | | | | | | | | | | - Jens P. Klussmann
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty and University Hospital of Cologne, University of Cologne, Cologne, North Rhine-Westphalia, Germany
| | | | - Antonio Jimeno
- University of Colorado Comprehensive Cancer Center, Aurora, Colorado, USA
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5
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Wichmann G, Vetter N, Lehmann C, Landgraf R, Doxiadis I, Großmann R, Vorobeva E, Dietz A, Zebralla V, Wiegand S, Wald T. Outcome differences in HPV-driven head and neck squamous cell carcinoma attributable to altered human leukocyte antigen frequencies. Front Oncol 2023; 13:1212454. [PMID: 38192630 PMCID: PMC10772155 DOI: 10.3389/fonc.2023.1212454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 11/30/2023] [Indexed: 01/10/2024] Open
Abstract
Background Effective immune surveillance requires a functioning immune system and natural killer (NK) and T cells for adequate innate and antigen-specific immune responses critically depending on human leukocyte antigens (HLAs) and haplotypes representing advantageous combinations of HLA antigens. Recently, we reported a link between altered frequencies of HLA alleles and haplotypes and developing head and neck squamous cell carcinoma (HNSCC). Whereas the majority of HNSCCs seem to be related to classical risk factors alcohol and tobacco, a subset of HNSCC and especially oropharyngeal squamous cell carcinoma (OPSCC) were etiologically linked to human papillomavirus (HPV) recently. Here, we demonstrate in HPV-driven (p16-positive high risk-HPV DNA-positive) HNSCC a deviating distribution of HLA antigens and haplotypes and their relevance to outcome. Methods Leukocyte DNA of n = 94 HPV-driven HNSCC patients (n = 57 OPSCC, n = 37 outside oropharynx) underwent HLA SSO typing, allowing allele, antigen (allele group), and haplo-typing. Besides comparing these frequencies with those of German blood donors, we analyzed their impact on outcome using Kaplan-Meier plots and Cox proportional hazard regression. Results Antigen and haplotype frequencies demonstrate enrichment of rare antigens and haplotypes. The HLA score for unselected HNSCC patients was not predictive for outcome here. However, together with alcohol consumption, tobacco smoking, T category, and extranodal extension of locoregional metastases and treatment applied, eight HLA traits allow for predicting progression-free and tumor-specific survival. Conclusion Patients can be categorized into low, intermediate-low, intermediate-high, and high risk groups. Using a new PFS risk score for HPV-driven HNSCC may allow to improve prognostication.
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Affiliation(s)
- Gunnar Wichmann
- Department of Otorhinolaryngology, Head and Neck surgery, University Hospital Leipzig, Leipzig, Germany
| | - Nathalie Vetter
- Department of Otorhinolaryngology, Head and Neck surgery, University Hospital Leipzig, Leipzig, Germany
| | - Claudia Lehmann
- Institute for Transfusion Medicine, Transplantation Immunology, University Hospital Leipzig, Leipzig, Germany
| | - Ramona Landgraf
- Institute for Transfusion Medicine, Transplantation Immunology, University Hospital Leipzig, Leipzig, Germany
| | - Ilias Doxiadis
- Institute for Transfusion Medicine, Transplantation Immunology, University Hospital Leipzig, Leipzig, Germany
| | - Rebecca Großmann
- Institute for Transfusion Medicine, Transplantation Immunology, University Hospital Leipzig, Leipzig, Germany
| | - Ekaterina Vorobeva
- Department of Otorhinolaryngology, Head and Neck surgery, University Hospital Leipzig, Leipzig, Germany
| | - Andreas Dietz
- Department of Otorhinolaryngology, Head and Neck surgery, University Hospital Leipzig, Leipzig, Germany
| | - Veit Zebralla
- Department of Otorhinolaryngology, Head and Neck surgery, University Hospital Leipzig, Leipzig, Germany
| | - Susanne Wiegand
- Department of Otorhinolaryngology, Head and Neck surgery, University Hospital Leipzig, Leipzig, Germany
| | - Theresa Wald
- Department of Otorhinolaryngology, Head and Neck surgery, University Hospital Leipzig, Leipzig, Germany
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6
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Niu Z, Sun P, Liu H, Wei P, Wu J, Huang Z, Gross ND, Shete S, Wei Q, Zafereo ME, Calin GA, Li G. Functional Genetic Variants in TGFβ1 and TGFβR1 in miRNA-Binding Sites Predict Outcomes in Patients with HPV-positive Oropharyngeal Squamous Cell Carcinoma. Clin Cancer Res 2023; 29:3081-3091. [PMID: 37327315 DOI: 10.1158/1078-0432.ccr-23-1161] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 05/31/2023] [Accepted: 06/13/2023] [Indexed: 06/18/2023]
Abstract
PURPOSE TGFβ1 and TGFβ receptor 1 (TGFβR1) participate in regulation of the host's immune system and inflammatory responses and may serve as prognostic biomarkers for human papillomavirus (HPV)-associated oropharyngeal squamous cell carcinoma (OPSCC). EXPERIMENTAL DESIGN This study included 1,013 patients with incident OPSCC, of whom 489 had tumor HPV16 status determined. All patients were genotyped for two functional polymorphisms: TGFβ1 rs1800470 and TGFβR1 rs334348. Univariate and multivariate Cox regression models were performed to evaluate associations between the polymorphisms and overall survival (OS), disease-specific survival (DSS), and disease-free survival (DFS). RESULTS Patients with TGFβ1 rs1800470 CT or CC genotype had 70%-80% reduced risks of OS, DSS, and DFS compared with patients with TT genotype, and patients with TGFβR1 rs334348 GA or GG genotype had 30%-40% reduced risk of OS, DSS, and DFS compared with patients with AA genotype. Furthermore, among patients with HPV-positive (HPV+) OPSCC, the same patterns were observed but the risk reductions were greater: up to 80%-90% for TGFβ1 rs1800470 CT or CC genotype and 70%-85% for TGFβR1 rs334348 GA or GG genotype. The risk reductions were still greater (up to 17 to 25 times reduced) for patients with both TGFβ1 rs1800470 CT or CC genotype and TGFβR1 rs334348 GA or GG genotype compared with patients with both TGFβ1 rs1800470 TT genotype and TGFβR1 rs334348 AA genotype among patients with HPV+ OPSCC. CONCLUSIONS Our findings indicate that TGFβ1 rs1800470 and TGFβR1 rs334348 may individually or jointly modify risks of death and recurrence in patients with OPSCC, particularly those with HPV+ OPSCC undergoing definitive radiotherapy, and may serve as prognostic biomarkers, which could lead to better personalized treatment and improved prognosis.
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Affiliation(s)
- Zihao Niu
- Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, China
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Peng Sun
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Otolaryngology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Hongliang Liu
- Department of Medicine, Duke University School of Medicine, Durham, North Carolina
| | - Peng Wei
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jia Wu
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Zhigang Huang
- Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Neil D Gross
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sanjay Shete
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Qingyi Wei
- Department of Medicine, Duke University School of Medicine, Durham, North Carolina
| | - Mark E Zafereo
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - George A Calin
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Guojun Li
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas
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7
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Budhathoki S, Diergaarde B, Liu G, Olshan A, Ness A, Waterboer T, Virani S, Basta P, Bender N, Brenner N, Dudding T, Hayes N, Hope A, Huang SH, Hueniken K, Kanterewicz B, McKay JD, Pring M, Thomas S, Wisniewski K, Thomas S, Brhane Y, Agudo A, Alemany L, Lagiou A, Barzan L, Canova C, Conway DI, Healy CM, Holcatova I, Lagiou P, Macfarlane GJ, Macfarlane TV, Polesel J, Richiardi L, Robinson M, Znaor A, Brennan P, Hung RJ. A risk prediction model for head and neck cancers incorporating lifestyle factors, HPV serology and genetic markers. Int J Cancer 2023; 152:2069-2080. [PMID: 36694401 PMCID: PMC10006331 DOI: 10.1002/ijc.34444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 12/21/2022] [Accepted: 12/23/2022] [Indexed: 01/26/2023]
Abstract
Head and neck cancer is often diagnosed late and prognosis for most head and neck cancer patients remains poor. To aid early detection, we developed a risk prediction model based on demographic and lifestyle risk factors, human papillomavirus (HPV) serological markers and genetic markers. A total of 10 126 head and neck cancer cases and 5254 controls from five North American and European studies were included. HPV serostatus was determined by antibodies for HPV16 early oncoproteins (E6, E7) and regulatory early proteins (E1, E2, E4). The data were split into a training set (70%) for model development and a hold-out testing set (30%) for model performance evaluation, including discriminative ability and calibration. The risk models including demographic, lifestyle risk factors and polygenic risk score showed a reasonable predictive accuracy for head and neck cancer overall. A risk model that also included HPV serology showed substantially improved predictive accuracy for oropharyngeal cancer (AUC = 0.94, 95% CI = 0.92-0.95 in men and AUC = 0.92, 95% CI = 0.88-0.95 in women). The 5-year absolute risk estimates showed distinct trajectories by risk factor profiles. Based on the UK Biobank cohort, the risks of developing oropharyngeal cancer among 60 years old and HPV16 seropositive in the next 5 years ranged from 5.8% to 14.9% with an average of 8.1% for men, 1.3% to 4.4% with an average of 2.2% for women. Absolute risk was generally higher among individuals with heavy smoking, heavy drinking, HPV seropositivity and those with higher polygenic risk score. These risk models may be helpful for identifying people at high risk of developing head and neck cancer.
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Affiliation(s)
- Sanjeev Budhathoki
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, Canada
| | - Brenda Diergaarde
- Graduate School of Public Health, University of Pittsburgh, and UPMC Hillman Cancer Center, Pittsburgh, USA
| | - Geoffrey Liu
- Department of Medical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Andrew Olshan
- University of North Carolina Lineberger Cancer Center, North Carolina, USA
| | - Andrew Ness
- NIHR Bristol Biomedical Research Centre, University of Bristol and Weston NHS Foundation Trust and University of Bristol, UK and Bristol Dental School, University of Bristol, Lower Maudlin St, Bristol, UK
- Bristol Dental School, University of Bristol, Lower Maudlin St, Bristol, UK
| | - Tim Waterboer
- Infections and Cancer Epidemiology Division, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Shama Virani
- Genetic Epidemiology Group, International Agency for Research on Cancer, Lyon, France
| | - Patricia Basta
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Noemi Bender
- Infections and Cancer Epidemiology Division, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nicole Brenner
- Infections and Cancer Epidemiology Division, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Tom Dudding
- Bristol Dental School, University of Bristol, Lower Maudlin St, Bristol, UK
| | - Neil Hayes
- Division of Medical Oncology and Center for Cancer Research, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Andrew Hope
- Radiation Oncology, University of Toronto and Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Shao Hui Huang
- Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada
| | - Katrina Hueniken
- Department of Medical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada
| | | | - James D McKay
- Genetic Epidemiology Group, International Agency for Research on Cancer, Lyon, France
| | - Miranda Pring
- Bristol Dental School, University of Bristol, Lower Maudlin St, Bristol, UK
| | - Steve Thomas
- Bristol Dental School, University of Bristol, Lower Maudlin St, Bristol, UK
| | - Kathy Wisniewski
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Sera Thomas
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, Canada
| | - Yonathan Brhane
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, Canada
| | - Antonio Agudo
- Unit of Nutrition and Cancer, Catalan Institute of Oncology - ICO, L’Hospitalet de Llobregat, Spain
- Nutrition and Cancer Group; Epidemiology, Public Health, Cancer Prevention and Palliative Care Program; Bellvitge Biomedical Research Institute - IDIBELL, L’Hospitalet de Llobregat, Spain
| | | | - Areti Lagiou
- School of Public Health, University of West Attica, Greece
| | | | - Cristina Canova
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardio-Thoraco-Vascular Sciences and Public Health, University of Padua, Padova, Italy
| | - David I. Conway
- School of Medicine, Dentistry, and Nursing, University of Glasgow, UK
| | | | | | - Pagona Lagiou
- School of Medicine, National and Kapodistrian University of Athens, Greece
| | - Gary J. Macfarlane
- Epidemiology Group. School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
| | - Tatiana V. Macfarlane
- Epidemiology Group. School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
| | | | - Lorenzo Richiardi
- University of Turin and Reference Centre for Epidemiology and Cancer Prevention in Piemonte, Italy
| | - Max Robinson
- Centre for Oral Health Research, Newcastle University, UK
| | - Ariana Znaor
- International Agency for Research on cancer, France
| | - Paul Brennan
- Genetic Epidemiology Group, International Agency for Research on Cancer, Lyon, France
| | - Rayjean J. Hung
- Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
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8
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Gong Y, Bao L, Xu T, Yi X, Chen J, Wang S, Pan Z, Huang P, Ge M. The tumor ecosystem in head and neck squamous cell carcinoma and advances in ecotherapy. Mol Cancer 2023; 22:68. [PMID: 37024932 PMCID: PMC10077663 DOI: 10.1186/s12943-023-01769-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 03/27/2023] [Indexed: 04/08/2023] Open
Abstract
The development of head and neck squamous cell carcinoma (HNSCC) is a multi-step process, and its survival depends on a complex tumor ecosystem, which not only promotes tumor growth but also helps to protect tumor cells from immune surveillance. With the advances of existing technologies and emerging models for ecosystem research, the evidence for cell-cell interplay is increasing. Herein, we discuss the recent advances in understanding the interaction between tumor cells, the major components of the HNSCC tumor ecosystem, and summarize the mechanisms of how biological and abiotic factors affect the tumor ecosystem. In addition, we review the emerging ecological treatment strategy for HNSCC based on existing studies.
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Affiliation(s)
- Yingying Gong
- Center for Clinical Pharmacy, Cancer Center, Department of Pharmacy, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, China
| | - Lisha Bao
- Center for Clinical Pharmacy, Cancer Center, Department of Pharmacy, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, China
| | - Tong Xu
- Center for Clinical Pharmacy, Cancer Center, Department of Pharmacy, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, China
| | - Xiaofen Yi
- Center for Clinical Pharmacy, Cancer Center, Department of Pharmacy, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, China
| | - Jinming Chen
- Center for Clinical Pharmacy, Cancer Center, Department of Pharmacy, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, China
| | - Shanshan Wang
- Center for Clinical Pharmacy, Cancer Center, Department of Pharmacy, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, China
| | - Zongfu Pan
- Center for Clinical Pharmacy, Cancer Center, Department of Pharmacy, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, China.
- Key Laboratory of Endocrine Gland Diseases of Zhejiang Province, Zhejiang Provincial People's Hospital, Hangzhou, China.
- Clinical Research Center for Cancer of Zhejiang Province, Hangzhou, People's Republic of China.
| | - Ping Huang
- Center for Clinical Pharmacy, Cancer Center, Department of Pharmacy, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, China.
- Key Laboratory of Endocrine Gland Diseases of Zhejiang Province, Zhejiang Provincial People's Hospital, Hangzhou, China.
- Clinical Research Center for Cancer of Zhejiang Province, Hangzhou, People's Republic of China.
| | - Minghua Ge
- Otolaryngology & Head and Neck Center, Cancer Center, Department of Head and Neck Surgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, China.
- Key Laboratory of Endocrine Gland Diseases of Zhejiang Province, Zhejiang Provincial People's Hospital, Hangzhou, China.
- Clinical Research Center for Cancer of Zhejiang Province, Hangzhou, People's Republic of China.
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9
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Jimeno A, Baranda J, Iams WT, Park JC, Mita M, Gordon MS, Taylor M, Dhani N, Leal AD, Neupane P, Eng C, Yeku O, Mita A, Moser JC, Butler M, Loughhead SM, Jennings J, Miselis NR, Ji RR, Nair N, Kornacker M, Zwirtes RF, Bernstein H, Sharei A. Phase 1 study to determine the safety and dosing of autologous PBMCs modified to present HPV16 antigens (SQZ-PBMC-HPV) in HLA-A*02+ patients with HPV16+ solid tumors. Invest New Drugs 2023; 41:284-295. [PMID: 36867316 PMCID: PMC10140074 DOI: 10.1007/s10637-023-01342-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 02/15/2023] [Indexed: 03/04/2023]
Abstract
We conducted a dose escalation Phase 1 study of autologous PBMCs loaded by microfluidic squeezing (Cell Squeeze® technology) with HPV16 E6 and E7 antigens (SQZ-PBMC-HPV), in HLA-A*02+ patients with advanced/metastatic HPV16+ cancers. Preclinical studies in murine models had shown such cells resulted in stimulation and proliferation of antigen specific CD8+ cells, and demonstrated antitumor activity. Administration of SQZ-PBMC-HPV was every 3 weeks. Enrollment followed a modified 3+3 design with primary objectives to define safety, tolerability, and the recommended Phase 2 dose. Secondary and exploratory objectives were antitumor activity, manufacturing feasibility, and pharmacodynamic evaluation of immune responses. Eighteen patients were enrolled at doses ranging from 0.5 × 106 to 5.0 × 106 live cells/kg. Manufacture proved feasible and required < 24 h within the overall vein-to-vein time of 1 - 2 weeks; at the highest dose, a median of 4 doses were administered. No DLTs were observed. Most related TEAEs were Grade 1 - 2, and one Grade 2 cytokine release syndrome SAE was reported. Tumor biopsies in three patients showed 2 to 8-fold increases in CD8+ tissue infiltrating lymphocytes, including a case that exhibited increased MHC-I+ and PD-L1+ cell densities and reduced numbers of HPV+ cells. Clinical benefit was documented for the latter case. SQZ-PBMC-HPV was well tolerated; 5.0 × 106 live cells/kg with double priming was chosen as the recommended Phase 2 dose. Multiple participants exhibited pharmacodynamic changes consistent with immune responses supporting the proposed mechanism of action for SQZ-PBMC-HPV, including patients previously refractory to checkpoint inhibitors.
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Affiliation(s)
- Antonio Jimeno
- University of Colorado Comprehensive Cancer Center, 12801 East 17th Avenue, Room L18-8101B, Aurora, CO, 80045, USA.
| | | | - Wade T Iams
- Division of Hematology/Oncology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Nashville, TN, USA
| | | | - Monica Mita
- Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Michael S Gordon
- Pinnacle Oncology Hematology, Arizona Center for Cancer Care, HonorHealth Research Institute Clinical Trials Program, Virginia G. Piper Cancer Center, Scottsdale, AZ, USA
| | | | - Neesha Dhani
- University Health Network Princess Margaret Cancer Centre, Toronto, Canada
| | - Alexis D Leal
- University of Colorado Comprehensive Cancer Center, 12801 East 17th Avenue, Room L18-8101B, Aurora, CO, 80045, USA
| | | | - Cathy Eng
- Division of Hematology/Oncology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Nashville, TN, USA
| | | | - Alain Mita
- Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Justin C Moser
- Pinnacle Oncology Hematology, Arizona Center for Cancer Care, HonorHealth Research Institute Clinical Trials Program, Virginia G. Piper Cancer Center, Scottsdale, AZ, USA
| | - Marcus Butler
- University Health Network Princess Margaret Cancer Centre, Toronto, Canada
| | | | | | | | - Rui-Ru Ji
- SQZ Biotechnologies, Watertown, MA, USA
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10
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Liu Y, Kramer JR, Sandulache VC, Yu R, Li G, Chen L, Yusuf ZI, Shi Y, Pyarajan S, Tsavachidis S, Jiao L, Mierzwa ML, Chiao E, Mowery YM, Shuman A, Shete S, Sikora AG, White DL. Immunogenetic Determinants of Susceptibility to Head and Neck Cancer in the Million Veteran Program Cohort. Cancer Res 2023; 83:386-397. [PMID: 36378845 PMCID: PMC9896026 DOI: 10.1158/0008-5472.can-22-1641] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 09/02/2022] [Accepted: 11/10/2022] [Indexed: 11/16/2022]
Abstract
Increasing rates of human papillomavirus (HPV)-driven oropharyngeal cancer (OPC) have largely offset declines in tobacco-associated head and neck squamous cell carcinoma (HNSCC) at non-OPC sites. Host immunity is an important modulator of HPV infection, persistence, and clearance, and also of immune evasion in both virally- and nonvirally-driven cancers. However, the association between collective known cancer-related immune gene variants and HNSCC susceptibility has not been fully characterized. Here, we conducted a genetic association study in the multiethnic Veterans Affairs Million Veteran Program cohort, evaluating 16,050 variants in 1,576 immune genes in 4,012 HNSCC cases (OPC = 1,823; non-OPC = 2,189) and 16,048 matched controls. Significant polymorphisms were further examined in a non-Hispanic white (NHW) validation cohort (OPC = 1,206; non-OPC = 955; controls = 4,507). For overall HNSCC susceptibility in NHWs, we discovered and validated a novel 9q31.1 SMC2 association and replicated the known 6p21.32 HLA-DQ-DR association. Six loci/genes for overall HNSCC susceptibility were selectively enriched in African-Americans (6p21.32 HLA-G, 9q21.33 GAS1, 11q12.2 CD6, 11q23.2 NCAM1/CD56, 17p13.1 CD68, 18q22.2 SOCS6); all 6 genes function in antigen-presenting regulation and T-cell activation. Two additional loci (10q26 DMBT1, 15q22.2 TPM1) were uncovered for non-OPC susceptibility, and three loci (11q24 CRTAM, 16q21 CDH5, 18q12.1 CDH2) were identified for HPV-positive OPC susceptibility. This study underscores the role of immune gene variants in modulating susceptibility for both HPV-driven and non-HPV-driven HNSCC. Additional large studies, particularly in racially diverse populations, are needed to further validate the associations and to help elucidate other potential immune factors and mechanisms that may underlie HNSCC risk. SIGNIFICANCE Several inherited variations in immune system genes are significantly associated with susceptibility to head and neck cancer, which could help improve personalized cancer risk estimates.
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Affiliation(s)
- Yanhong Liu
- Department of Medicine, Baylor College of Medicine, Houston, Texas
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Veterans Affairs (VA) Health Services Research & Development Center of Innovations in Quality, Effectiveness, and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, Texas
| | - Jennifer R. Kramer
- Department of Medicine, Baylor College of Medicine, Houston, Texas
- Veterans Affairs (VA) Health Services Research & Development Center of Innovations in Quality, Effectiveness, and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, Texas
| | - Vlad C. Sandulache
- ENT Section, Operative Care Line, Michael E. DeBakey VA Medical Center, Houston, Texas
- Bobby R. Alford Department of Otolaryngology‐Head and Neck Surgery, Baylor College of Medicine, Houston, Texas
- Center for Translational Research in Inflammatory Disease (CTRID), Michael E. DeBakey VA Medical Center, Houston, Texas
| | - Robert Yu
- Department of Biostatistics, Division of Basic Sciences, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Guojun Li
- Department of Head and Neck Surgery, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Liang Chen
- Department of Medicine, Baylor College of Medicine, Houston, Texas
- Veterans Affairs (VA) Health Services Research & Development Center of Innovations in Quality, Effectiveness, and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, Texas
| | - Zenab I. Yusuf
- Department of Medicine, Baylor College of Medicine, Houston, Texas
- Veterans Affairs (VA) Health Services Research & Development Center of Innovations in Quality, Effectiveness, and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, Texas
| | - Yunling Shi
- Center for Data and Computational Sciences, VA Boston Healthcare System, Boston, Massachusetts
| | - Saiju Pyarajan
- Center for Data and Computational Sciences, VA Boston Healthcare System, Boston, Massachusetts
| | | | - Li Jiao
- Department of Medicine, Baylor College of Medicine, Houston, Texas
| | | | - Elizabeth Chiao
- Departments of Epidemiology and General Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Yvonne M. Mowery
- Departments of Radiation Oncology and Head and Neck Surgery & Communication Sciences, Duke University Medical Center, Durham, North Carolina
| | - Andrew Shuman
- Department of Otolaryngology, University of Michigan Medical School, Ann Arbor, Michigan
- Veterans Affairs Ann Arbor Health System, Ann Arbor, Michigan
| | - Sanjay Shete
- Department of Biostatistics, Division of Basic Sciences, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Andrew G. Sikora
- Department of Head and Neck Surgery, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Donna L. White
- Department of Medicine, Baylor College of Medicine, Houston, Texas
- Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas
- Veterans Affairs (VA) Health Services Research & Development Center of Innovations in Quality, Effectiveness, and Safety (IQuESt), Michael E. DeBakey VA Medical Center, Houston, Texas
- Center for Translational Research in Inflammatory Disease (CTRID), Michael E. DeBakey VA Medical Center, Houston, Texas
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11
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Cavazos TB, Kachuri L, Graff RE, Nierenberg JL, Thai KK, Alexeeff S, Van Den Eeden S, Corley DA, Kushi LH, Hoffmann TJ, Ziv E, Habel LA, Jorgenson E, Sakoda LC, Witte JS. Assessment of genetic susceptibility to multiple primary cancers through whole-exome sequencing in two large multi-ancestry studies. BMC Med 2022; 20:332. [PMID: 36199081 PMCID: PMC9535845 DOI: 10.1186/s12916-022-02535-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 08/17/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Up to one of every six individuals diagnosed with one cancer will be diagnosed with a second primary cancer in their lifetime. Genetic factors contributing to the development of multiple primary cancers, beyond known cancer syndromes, have been underexplored. METHODS To characterize genetic susceptibility to multiple cancers, we conducted a pan-cancer, whole-exome sequencing study of individuals drawn from two large multi-ancestry populations (6429 cases, 165,853 controls). We created two groupings of individuals diagnosed with multiple primary cancers: (1) an overall combined set with at least two cancers across any of 36 organ sites and (2) cancer-specific sets defined by an index cancer at one of 16 organ sites with at least 50 cases from each study population. We then investigated whether variants identified from exome sequencing were associated with these sets of multiple cancer cases in comparison to individuals with one and, separately, no cancers. RESULTS We identified 22 variant-phenotype associations, 10 of which have not been previously discovered and were significantly overrepresented among individuals with multiple cancers, compared to those with a single cancer. CONCLUSIONS Overall, we describe variants and genes that may play a fundamental role in the development of multiple primary cancers and improve our understanding of shared mechanisms underlying carcinogenesis.
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Affiliation(s)
- Taylor B Cavazos
- Biological and Medical Informatics, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Linda Kachuri
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, 94158, USA.,Department of Epidemiology and Population Health, Stanford University, Alway Building, 300 Pasteur Drive, Stanford, CA, 94305, USA
| | - Rebecca E Graff
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, 94158, USA.,Division of Research, Kaiser Permanente Northern California, Oakland, CA, 94612, USA
| | - Jovia L Nierenberg
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, 94158, USA.,Regeneron Genetics Center, Tarrytown, NY, 10591, USA
| | - Khanh K Thai
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, 94612, USA
| | - Stacey Alexeeff
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, 94612, USA
| | - Stephen Van Den Eeden
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, 94612, USA
| | - Douglas A Corley
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, 94612, USA
| | - Lawrence H Kushi
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, 94612, USA
| | | | - Thomas J Hoffmann
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Elad Ziv
- Regeneron Genetics Center, Tarrytown, NY, 10591, USA
| | - Laurel A Habel
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, 94612, USA
| | - Eric Jorgenson
- Department of Medicine, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Lori C Sakoda
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, 94612, USA.,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, 91101, USA
| | - John S Witte
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, 94158, USA. .,Department of Epidemiology and Population Health, Stanford University, Alway Building, 300 Pasteur Drive, Stanford, CA, 94305, USA. .,Department of Biomedical Data Science, Stanford University, Stanford, CA, 94305, USA.
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12
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Understanding the Pattern of Oropharyngeal Cancers from North-East Romanian Patients. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app112412079] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Background: Human papilloma virus (HPV) is acknowledged as a risk factor for oropharyngeal squamous cellular cancers (OPSCC), of which the dominant types are tonsillar (TSCC) and base of tongue cancer (BOTSCC). Objective: To assess the role of HPV in selected OPSCC cases, from Romanian patients by sensitive and complementary molecular assays. Material and Methods: Fifty-four formalin fixed paraffin embedded (FFPE) OPSCC samples were analyzed for HPV DNA by a PCR-based bead-based multiplex-assay. Thirty-four samples were tested for HPV RNA and for overexpression of p16INK4a by immunohistochemistry. Twenty samples were evaluated by Competitive Allele-Specific Taqman PCR (CAST-PCR) for fibroblast growth factor receptor 3 protein (FGFR3) status. Results: A total of 33.3% (18/54) OPSCC samples were positive for HPV DNA. HPV16 was the most frequent type (30%, 16/54); followed by HPV18 (3.7%, 2/54); and 1 sample (1.8%) was positive for both HPV16 and 18. HPV18 E6*I was detected in a HPV18 DNA-positive oropharynx tumor. Four samples positive for HPV16 were also positive for p16INK4a. All the tested samples were negative for FGFR3. Conclusions: The increased HPV16 prevalence is in line with similar studies and is a new confirmation that HPV16 is the most prevalent type in our country; supporting the potential benefit of prophylactic vaccines. Overall, there is no concordance between DNA and any of the two other analytes that are considered being markers of HPV-driven cancers. There is a need to explore novel screening strategies that could be broadly used in the clinical routine to initiate preventive measures.
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