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Large-scale meta–genome-wide association study reveals common genetic factors linked to radiation-induced acute toxicities across cancer types

医学 单核苷酸多态性 连锁不平衡 肿瘤科 次等位基因频率 全基因组关联研究 乳腺癌 前列腺癌 SNP公司 遗传力 遗传力缺失问题 遗传变异 遗传关联 遗传学 生物信息学 癌症 生物 基因 基因型
作者
Elnaz Naderi,Miguel E. Aguado‐Barrera,L.M.H. Schack,Leila Dorling,Tim Rattay,Laura Fachal,Holly Summersgill,Laura Martínez-Calvo,Ceilidh Welsh,Tom Dudding,Yasmin Odding,Ana Varela-Pazos,R. Jena,David Thomson,R.J.H.M. Steenbakkers,Joe Dennis,Ramón Lobato-Busto,Jan Alsner,Andy Ness,Chris Nutting,Antonio Gómez‐Caamaño,Jesper Grau Eriksen,Steve Thomas,Amy Bates,Adam Webb,Ananya Choudhury,Barry S. Rosenstein,Begoña Taboada‐Valladares,Carsten Herskind,D. Azria,David P. Dearnaley,Dirk De Ruysscher,Elena Sperk,Emma Hall,Hilary Stobart,Jenny Chang‐Claude,Kim De Ruyck,Liv Veldeman,Manuel Altabas,Maria Carmen De Santis,Marie‐Pierre Farcy‐Jacquet,Marlon R. Veldwijk,Matthew R. Sydes,Matthew Parliament,Nawaid Usmani,N.G. Burnet,Petra Seibold,R.P. Symonds,Rebecca M. Elliott,Renée Bultijnck,Sara Gutiérrez‐Enríquez,Meritxell Mollà,S. Gulliford,Sheryl Green,T. Rancati,Victoria Reyes,Ana Carballo,Paula Peleteiro,Paloma Sosa‐Fajardo,Chris Parker,Valérie Fonteyne,Kerstie Johnson,Maarten Lambrecht,Ben Vanneste,Riccardo Valdagni,Alexandra Giraldo,Mónica Ramos,Brenda Diergaarde,Geoffrey Liu,Suzanne M. Leal,Melvin L.K. Chua,Miranda Pring,Jens Overgaard,Luis M Cascallar-Caneda,Fréderic Duprez,Chris J. Talbot,Gillian C. Barnett,Alison M. Dunning,Ana Vega,Christian Nicolaj Andreassen,Johannes A. Langendijk,Catharine West,Behrooz Z. Alizadeh,Sarah L. Kerns,Elnaz Naderi,Miguel E. Aguado‐Barrera,L.M.H. Schack,Leila Dorling,Tim Rattay,Laura Fachal,Holly Summersgill,Laura Martínez-Calvo,Ceilidh Welsh,Tom Dudding,Yasmin Odding,Ana Varela-Pazos,R. Jena,David Thomson,R.J.H.M. Steenbakkers,Joe Dennis,Ramón Lobato-Busto,Jan Alsner,Andy Ness,Chris Nutting,Antonio Gómez‐Caamaño,Jesper Grau Eriksen,Steve Thomas,Amy Bates,Adam Webb,Ananya Choudhury,Barry S. Rosenstein,Begoña Taboada‐Valladares,Carsten Herskind,D. Azria,David P. Dearnaley,Dirk De Ruysscher,Elena Sperk,Emma Hall,Hilary Stobart,Jenny Chang‐Claude,Kim De Ruyck,Liv Veldeman,Manuel Altabas,Maria Carmen De Santis,Marie‐Pierre Farcy‐Jacquet,Marlon R. Veldwijk,Matthew R. Sydes,Matthew Parliament,Nawaid Usmani,N.G. Burnet,Petra Seibold,R.P. Symonds,Rebecca Elliott,Renée Bultijnck,Sara Gutiérrez‐Enríquez,Meritxell Mollà,S. Gulliford,Sheryl Green,T. Rancati,Victoria Reyes,Ana Carballo,Paula Peleteiro,Paloma Sosa‐Fajardo,Chris Parker,Valérie Fonteyne,Kerstie Johnson,Maarten Lambrecht,Ben Vanneste,Riccardo Valdagni,Alexandra Giraldo,Mónica Ramos,Brenda Diergaarde,Geoffrey Liu,Suzanne M. Leal,Melvin L.K. Chua,Miranda Pring,Jens Overgaard,Luis M Cascallar-Caneda,Fréderic Duprez,Chris J. Talbot,Gillian C. Barnett,Alison M. Dunning,Ana Vega,Christian Nicolaj Andreassen,Johannes A. Langendijk,Catharine West,Behrooz Z. Alizadeh,Sarah L. Kerns
出处
期刊:JNCI Cancer Spectrum [Oxford University Press]
卷期号:7 (6) 被引量:2
标识
DOI:10.1093/jncics/pkad088
摘要

Abstract Background This study was designed to identify common genetic susceptibility and shared genetic variants associated with acute radiation-induced toxicity across 4 cancer types (prostate, head and neck, breast, and lung). Methods A genome-wide association study meta-analysis was performed using 19 cohorts totaling 12 042 patients. Acute standardized total average toxicity (STATacute) was modelled using a generalized linear regression model for additive effect of genetic variants, adjusted for demographic and clinical covariates (rSTATacute). Linkage disequilibrium score regression estimated shared single-nucleotide variation (SNV—formerly SNP)–based heritability of rSTATacute in all patients and for each cancer type. Results Shared SNV-based heritability of STATacute among all cancer types was estimated at 10% (SE = 0.02) and was higher for prostate (17%, SE = 0.07), head and neck (27%, SE = 0.09), and breast (16%, SE = 0.09) cancers. We identified 130 suggestive associated SNVs with rSTATacute (5.0 × 10‒8 < P < 1.0 × 10‒5) across 25 genomic regions. rs142667902 showed the strongest association (effect allele A; effect size ‒0.17; P = 1.7 × 10‒7), which is located near DPPA4, encoding a protein involved in pluripotency in stem cells, which are essential for repair of radiation-induced tissue injury. Gene-set enrichment analysis identified ‘RNA splicing via endonucleolytic cleavage and ligation’ (P = 5.1 × 10‒6, P = .079 corrected) as the top gene set associated with rSTATacute among all patients. In silico gene expression analysis showed that the genes associated with rSTATacute were statistically significantly up-regulated in skin (not sun exposed P = .004 corrected; sun exposed P = .026 corrected). Conclusions There is shared SNV-based heritability for acute radiation-induced toxicity across and within individual cancer sites. Future meta–genome-wide association studies among large radiation therapy patient cohorts are worthwhile to identify the common causal variants for acute radiotoxicity across cancer types.
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