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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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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
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.
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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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AT andreassenchristiannicolaj largescalemetagenomewideassociationstudyrevealscommongeneticfactorslinkedtoradiationinducedacutetoxicitiesacrosscancertypes
AT langendijkjohannesa largescalemetagenomewideassociationstudyrevealscommongeneticfactorslinkedtoradiationinducedacutetoxicitiesacrosscancertypes
AT westcatharineml largescalemetagenomewideassociationstudyrevealscommongeneticfactorslinkedtoradiationinducedacutetoxicitiesacrosscancertypes
AT alizadehbehroozz largescalemetagenomewideassociationstudyrevealscommongeneticfactorslinkedtoradiationinducedacutetoxicitiesacrosscancertypes
AT kernssarahl largescalemetagenomewideassociationstudyrevealscommongeneticfactorslinkedtoradiationinducedacutetoxicitiesacrosscancertypes
AT largescalemetagenomewideassociationstudyrevealscommongeneticfactorslinkedtoradiationinducedacutetoxicitiesacrosscancertypes