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Large-scale meta–genome-wide association study reveals common genetic factors linked to radiation-induced acute toxicities across cancer types
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...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10653584/ https://www.ncbi.nlm.nih.gov/pubmed/37862240 http://dx.doi.org/10.1093/jncics/pkad088 |
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author | Naderi, Elnaz Aguado-Barrera, Miguel E Schack, Line M H Dorling, Leila Rattay, Tim Fachal, Laura Summersgill, Holly Martínez-Calvo, Laura Welsh, Ceilidh Dudding, Tom Odding, Yasmin Varela-Pazos, Ana Jena, Rajesh Thomson, David J Steenbakkers, Roel J H M Dennis, Joe Lobato-Busto, Ramón Alsner, Jan Ness, Andy Nutting, Chris Gómez-Caamaño, Antonio Eriksen, Jesper G Thomas, Steve J Bates, Amy M Webb, Adam J Choudhury, Ananya Rosenstein, Barry S Taboada-Valladares, Begona Herskind, Carsten Azria, David Dearnaley, David P de Ruysscher, Dirk Sperk, Elena Hall, Emma Stobart, Hilary Chang-Claude, Jenny De Ruyck, Kim Veldeman, Liv Altabas, Manuel De Santis, Maria Carmen Farcy-Jacquet, Marie-Pierre Veldwijk, Marlon R Sydes, Matthew R Parliament, Matthew Usmani, Nawaid Burnet, Neil G Seibold, Petra Symonds, R Paul Elliott, Rebecca M Bultijnck, Renée Gutiérrez-Enríquez, Sara Mollà, Meritxell Gulliford, Sarah L Green, Sheryl Rancati, Tiziana Reyes, Victoria Carballo, Ana Peleteiro, Paula Sosa-Fajardo, Paloma Parker, Chris Fonteyne, Valérie Johnson, Kerstie Lambrecht, Maarten Vanneste, Ben Valdagni, Riccardo Giraldo, Alexandra Ramos, Mónica Diergaarde, Brenda Liu, Geoffrey Leal, Suzanne M Chua, Melvin L K Pring, Miranda Overgaard, Jens Cascallar-Caneda, Luis M Duprez, Fréderic Talbot, Christopher J Barnett, Gillian C Dunning, Alison M Vega, Ana Andreassen, Christian Nicolaj Langendijk, Johannes A West, Catharine M L Alizadeh, Behrooz Z Kerns, Sarah L |
author_facet | Naderi, Elnaz Aguado-Barrera, Miguel E Schack, Line M H Dorling, Leila Rattay, Tim Fachal, Laura Summersgill, Holly Martínez-Calvo, Laura Welsh, Ceilidh Dudding, Tom Odding, Yasmin Varela-Pazos, Ana Jena, Rajesh Thomson, David J Steenbakkers, Roel J H M Dennis, Joe Lobato-Busto, Ramón Alsner, Jan Ness, Andy Nutting, Chris Gómez-Caamaño, Antonio Eriksen, Jesper G Thomas, Steve J Bates, Amy M Webb, Adam J Choudhury, Ananya Rosenstein, Barry S Taboada-Valladares, Begona Herskind, Carsten Azria, David Dearnaley, David P de Ruysscher, Dirk Sperk, Elena Hall, Emma Stobart, Hilary Chang-Claude, Jenny De Ruyck, Kim Veldeman, Liv Altabas, Manuel De Santis, Maria Carmen Farcy-Jacquet, Marie-Pierre Veldwijk, Marlon R Sydes, Matthew R Parliament, Matthew Usmani, Nawaid Burnet, Neil G Seibold, Petra Symonds, R Paul Elliott, Rebecca M Bultijnck, Renée Gutiérrez-Enríquez, Sara Mollà, Meritxell Gulliford, Sarah L Green, Sheryl Rancati, Tiziana Reyes, Victoria Carballo, Ana Peleteiro, Paula Sosa-Fajardo, Paloma Parker, Chris Fonteyne, Valérie Johnson, Kerstie Lambrecht, Maarten Vanneste, Ben Valdagni, Riccardo Giraldo, Alexandra Ramos, Mónica Diergaarde, Brenda Liu, Geoffrey Leal, Suzanne M Chua, Melvin L K Pring, Miranda Overgaard, Jens Cascallar-Caneda, Luis M Duprez, Fréderic Talbot, Christopher J Barnett, Gillian C Dunning, Alison M Vega, Ana Andreassen, Christian Nicolaj Langendijk, Johannes A West, Catharine M L Alizadeh, Behrooz Z Kerns, Sarah L |
author_sort | Naderi, Elnaz |
collection | PubMed |
description | 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 (STAT(acute)) was modelled using a generalized linear regression model for additive effect of genetic variants, adjusted for demographic and clinical covariates (rSTAT(acute)). Linkage disequilibrium score regression estimated shared single-nucleotide variation (SNV—formerly SNP)–based heritability of rSTAT(acute) in all patients and for each cancer type. RESULTS: Shared SNV-based heritability of STAT(acute) 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 rSTAT(acute) (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 rSTAT(acute) among all patients. In silico gene expression analysis showed that the genes associated with rSTAT(acute) 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. |
format | Online Article Text |
id | pubmed-10653584 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-106535842023-10-20 Large-scale meta–genome-wide association study reveals common genetic factors linked to radiation-induced acute toxicities across cancer types Naderi, Elnaz Aguado-Barrera, Miguel E Schack, Line M H Dorling, Leila Rattay, Tim Fachal, Laura Summersgill, Holly Martínez-Calvo, Laura Welsh, Ceilidh Dudding, Tom Odding, Yasmin Varela-Pazos, Ana Jena, Rajesh Thomson, David J Steenbakkers, Roel J H M Dennis, Joe Lobato-Busto, Ramón Alsner, Jan Ness, Andy Nutting, Chris Gómez-Caamaño, Antonio Eriksen, Jesper G Thomas, Steve J Bates, Amy M Webb, Adam J Choudhury, Ananya Rosenstein, Barry S Taboada-Valladares, Begona Herskind, Carsten Azria, David Dearnaley, David P de Ruysscher, Dirk Sperk, Elena Hall, Emma Stobart, Hilary Chang-Claude, Jenny De Ruyck, Kim Veldeman, Liv Altabas, Manuel De Santis, Maria Carmen Farcy-Jacquet, Marie-Pierre Veldwijk, Marlon R Sydes, Matthew R Parliament, Matthew Usmani, Nawaid Burnet, Neil G Seibold, Petra Symonds, R Paul Elliott, Rebecca M Bultijnck, Renée Gutiérrez-Enríquez, Sara Mollà, Meritxell Gulliford, Sarah L Green, Sheryl Rancati, Tiziana Reyes, Victoria Carballo, Ana Peleteiro, Paula Sosa-Fajardo, Paloma Parker, Chris Fonteyne, Valérie Johnson, Kerstie Lambrecht, Maarten Vanneste, Ben Valdagni, Riccardo Giraldo, Alexandra Ramos, Mónica Diergaarde, Brenda Liu, Geoffrey Leal, Suzanne M Chua, Melvin L K Pring, Miranda Overgaard, Jens Cascallar-Caneda, Luis M Duprez, Fréderic Talbot, Christopher J Barnett, Gillian C Dunning, Alison M Vega, Ana Andreassen, Christian Nicolaj Langendijk, Johannes A West, Catharine M L Alizadeh, Behrooz Z Kerns, Sarah L JNCI Cancer Spectr Article 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 (STAT(acute)) was modelled using a generalized linear regression model for additive effect of genetic variants, adjusted for demographic and clinical covariates (rSTAT(acute)). Linkage disequilibrium score regression estimated shared single-nucleotide variation (SNV—formerly SNP)–based heritability of rSTAT(acute) in all patients and for each cancer type. RESULTS: Shared SNV-based heritability of STAT(acute) 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 rSTAT(acute) (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 rSTAT(acute) among all patients. In silico gene expression analysis showed that the genes associated with rSTAT(acute) 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. Oxford University Press 2023-10-20 /pmc/articles/PMC10653584/ /pubmed/37862240 http://dx.doi.org/10.1093/jncics/pkad088 Text en © The Author(s) 2023. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Article Naderi, Elnaz Aguado-Barrera, Miguel E Schack, Line M H Dorling, Leila Rattay, Tim Fachal, Laura Summersgill, Holly Martínez-Calvo, Laura Welsh, Ceilidh Dudding, Tom Odding, Yasmin Varela-Pazos, Ana Jena, Rajesh Thomson, David J Steenbakkers, Roel J H M Dennis, Joe Lobato-Busto, Ramón Alsner, Jan Ness, Andy Nutting, Chris Gómez-Caamaño, Antonio Eriksen, Jesper G Thomas, Steve J Bates, Amy M Webb, Adam J Choudhury, Ananya Rosenstein, Barry S Taboada-Valladares, Begona Herskind, Carsten Azria, David Dearnaley, David P de Ruysscher, Dirk Sperk, Elena Hall, Emma Stobart, Hilary Chang-Claude, Jenny De Ruyck, Kim Veldeman, Liv Altabas, Manuel De Santis, Maria Carmen Farcy-Jacquet, Marie-Pierre Veldwijk, Marlon R Sydes, Matthew R Parliament, Matthew Usmani, Nawaid Burnet, Neil G Seibold, Petra Symonds, R Paul Elliott, Rebecca M Bultijnck, Renée Gutiérrez-Enríquez, Sara Mollà, Meritxell Gulliford, Sarah L Green, Sheryl Rancati, Tiziana Reyes, Victoria Carballo, Ana Peleteiro, Paula Sosa-Fajardo, Paloma Parker, Chris Fonteyne, Valérie Johnson, Kerstie Lambrecht, Maarten Vanneste, Ben Valdagni, Riccardo Giraldo, Alexandra Ramos, Mónica Diergaarde, Brenda Liu, Geoffrey Leal, Suzanne M Chua, Melvin L K Pring, Miranda Overgaard, Jens Cascallar-Caneda, Luis M Duprez, Fréderic Talbot, Christopher J Barnett, Gillian C Dunning, Alison M Vega, Ana Andreassen, Christian Nicolaj Langendijk, Johannes A West, Catharine M L Alizadeh, Behrooz Z Kerns, Sarah L Large-scale meta–genome-wide association study reveals common genetic factors linked to radiation-induced acute toxicities across cancer types |
title | Large-scale meta–genome-wide association study reveals common genetic factors linked to radiation-induced acute toxicities across cancer types |
title_full | Large-scale meta–genome-wide association study reveals common genetic factors linked to radiation-induced acute toxicities across cancer types |
title_fullStr | Large-scale meta–genome-wide association study reveals common genetic factors linked to radiation-induced acute toxicities across cancer types |
title_full_unstemmed | Large-scale meta–genome-wide association study reveals common genetic factors linked to radiation-induced acute toxicities across cancer types |
title_short | Large-scale meta–genome-wide association study reveals common genetic factors linked to radiation-induced acute toxicities across cancer types |
title_sort | large-scale meta–genome-wide association study reveals common genetic factors linked to radiation-induced acute toxicities across cancer types |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10653584/ https://www.ncbi.nlm.nih.gov/pubmed/37862240 http://dx.doi.org/10.1093/jncics/pkad088 |
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