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A Large-Scale Genome-Wide Gene-Gene Interaction Study of Lung Cancer Susceptibility in Europeans With a Trans-Ethnic Validation in Asians

INTRODUCTION: Although genome-wide association studies have been conducted to investigate genetic variation of lung tumorigenesis, little is known about gene-gene (G × G) interactions that may influence the risk of non-small cell lung cancer (NSCLC). METHODS: Leveraging a total of 445,221 European-d...

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Autores principales: Zhang, Ruyang, Shen, Sipeng, Wei, Yongyue, Zhu, Ying, Li, Yi, Chen, Jiajin, Guan, Jinxing, Pan, Zoucheng, Wang, Yuzhuo, Zhu, Meng, Xie, Junxing, Xiao, Xiangjun, Zhu, Dakai, Li, Yafang, Albanes, Demetrios, Landi, Maria Teresa, Caporaso, Neil E., Lam, Stephen, Tardon, Adonina, Chen, Chu, Bojesen, Stig E., Johansson, Mattias, Risch, Angela, Bickeböller, Heike, Wichmann, H-Erich, Rennert, Gadi, Arnold, Susanne, Brennan, Paul, McKay, James D., Field, John K., Shete, Sanjay S., Le Marchand, Loic, Liu, Geoffrey, Andrew, Angeline S., Kiemeney, Lambertus A., Zienolddiny-Narui, Shan, Behndig, Annelie, Johansson, Mikael, Cox, Angela, Lazarus, Philip, Schabath, Matthew B., Aldrich, Melinda C., Dai, Juncheng, Ma, Hongxia, Zhao, Yang, Hu, Zhibin, Hung, Rayjean J., Amos, Christopher I., Shen, Hongbing, Chen, Feng, Christiani, David C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512697/
https://www.ncbi.nlm.nih.gov/pubmed/35500836
http://dx.doi.org/10.1016/j.jtho.2022.04.011
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author Zhang, Ruyang
Shen, Sipeng
Wei, Yongyue
Zhu, Ying
Li, Yi
Chen, Jiajin
Guan, Jinxing
Pan, Zoucheng
Wang, Yuzhuo
Zhu, Meng
Xie, Junxing
Xiao, Xiangjun
Zhu, Dakai
Li, Yafang
Albanes, Demetrios
Landi, Maria Teresa
Caporaso, Neil E.
Lam, Stephen
Tardon, Adonina
Chen, Chu
Bojesen, Stig E.
Johansson, Mattias
Risch, Angela
Bickeböller, Heike
Wichmann, H-Erich
Rennert, Gadi
Arnold, Susanne
Brennan, Paul
McKay, James D.
Field, John K.
Shete, Sanjay S.
Le Marchand, Loic
Liu, Geoffrey
Andrew, Angeline S.
Kiemeney, Lambertus A.
Zienolddiny-Narui, Shan
Behndig, Annelie
Johansson, Mikael
Cox, Angela
Lazarus, Philip
Schabath, Matthew B.
Aldrich, Melinda C.
Dai, Juncheng
Ma, Hongxia
Zhao, Yang
Hu, Zhibin
Hung, Rayjean J.
Amos, Christopher I.
Shen, Hongbing
Chen, Feng
Christiani, David C.
author_facet Zhang, Ruyang
Shen, Sipeng
Wei, Yongyue
Zhu, Ying
Li, Yi
Chen, Jiajin
Guan, Jinxing
Pan, Zoucheng
Wang, Yuzhuo
Zhu, Meng
Xie, Junxing
Xiao, Xiangjun
Zhu, Dakai
Li, Yafang
Albanes, Demetrios
Landi, Maria Teresa
Caporaso, Neil E.
Lam, Stephen
Tardon, Adonina
Chen, Chu
Bojesen, Stig E.
Johansson, Mattias
Risch, Angela
Bickeböller, Heike
Wichmann, H-Erich
Rennert, Gadi
Arnold, Susanne
Brennan, Paul
McKay, James D.
Field, John K.
Shete, Sanjay S.
Le Marchand, Loic
Liu, Geoffrey
Andrew, Angeline S.
Kiemeney, Lambertus A.
Zienolddiny-Narui, Shan
Behndig, Annelie
Johansson, Mikael
Cox, Angela
Lazarus, Philip
Schabath, Matthew B.
Aldrich, Melinda C.
Dai, Juncheng
Ma, Hongxia
Zhao, Yang
Hu, Zhibin
Hung, Rayjean J.
Amos, Christopher I.
Shen, Hongbing
Chen, Feng
Christiani, David C.
author_sort Zhang, Ruyang
collection PubMed
description INTRODUCTION: Although genome-wide association studies have been conducted to investigate genetic variation of lung tumorigenesis, little is known about gene-gene (G × G) interactions that may influence the risk of non-small cell lung cancer (NSCLC). METHODS: Leveraging a total of 445,221 European-descent participants from the International Lung Cancer Consortium OncoArray project, Transdisciplinary Research in Cancer of the Lung and UK Biobank, we performed a large-scale genome-wide G × G interaction study on European NSCLC risk by a series of analyses. First, we used BiForce to evaluate and rank more than 58 billion G × G interactions from 340,958 single-nucleotide polymorphisms (SNPs). Then, the top interactions were further tested by demographically adjusted logistic regression models. Finally, we used the selected interactions to build lung cancer screening models of NSCLC, separately, for never and ever smokers. RESULTS: With the Bonferroni correction, we identified eight statistically significant pairs of SNPs, which predominantly appeared in the 6p21.32 and 5p15.33 regions (e.g., rs521828(C6orf10) and rs204999(PRRT1), OR(interaction) = 1.17, p = 6.57 × 10(−13); rs3135369(BTNL2) and rs2858859(HLA-DQA1), OR(interaction) = 1.17, p = 2.43 × 10(−13); rs2858859(HLA-DQA1) and rs9275572(HLA-DQA2), OR(interaction) = 1.15, p = 2.84 × 10(−13); rs2853668(TERT) and rs62329694(CLPTM1L), OR(interaction) = 0.73, p = 2.70 × 10(−13)). Notably, even with much genetic heterogeneity across ethnicities, three pairs of SNPs in the 6p21.32 region identified from the European-ancestry population remained significant among an Asian population fromthe Nanjing Medical University Global Screening Array project (rs521828(C6orf10) and rs204999(PRRT1), OR(interaction) = 1.13, p = 0.008; rs3135369(BTNL2) and rs2858859(HLA-DQA1), OR(interaction) = 1.11, p = 5.23 × 10(−4); rs3135369(BTNL2) and rs9271300(HLA-DQA1),OR(interaction) = 0.89, p = 0.006). The interaction-empowered polygenetic risk score that integrated classical polygenetic risk score and G × G information score was remarkable in lung cancer risk stratification. CONCLUSIONS: Important G × G interactions were identified and enriched in the 5p15.33 and 6p21.32 regions, which may enhance lung cancer screening models.
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spelling pubmed-95126972022-09-27 A Large-Scale Genome-Wide Gene-Gene Interaction Study of Lung Cancer Susceptibility in Europeans With a Trans-Ethnic Validation in Asians Zhang, Ruyang Shen, Sipeng Wei, Yongyue Zhu, Ying Li, Yi Chen, Jiajin Guan, Jinxing Pan, Zoucheng Wang, Yuzhuo Zhu, Meng Xie, Junxing Xiao, Xiangjun Zhu, Dakai Li, Yafang Albanes, Demetrios Landi, Maria Teresa Caporaso, Neil E. Lam, Stephen Tardon, Adonina Chen, Chu Bojesen, Stig E. Johansson, Mattias Risch, Angela Bickeböller, Heike Wichmann, H-Erich Rennert, Gadi Arnold, Susanne Brennan, Paul McKay, James D. Field, John K. Shete, Sanjay S. Le Marchand, Loic Liu, Geoffrey Andrew, Angeline S. Kiemeney, Lambertus A. Zienolddiny-Narui, Shan Behndig, Annelie Johansson, Mikael Cox, Angela Lazarus, Philip Schabath, Matthew B. Aldrich, Melinda C. Dai, Juncheng Ma, Hongxia Zhao, Yang Hu, Zhibin Hung, Rayjean J. Amos, Christopher I. Shen, Hongbing Chen, Feng Christiani, David C. J Thorac Oncol Article INTRODUCTION: Although genome-wide association studies have been conducted to investigate genetic variation of lung tumorigenesis, little is known about gene-gene (G × G) interactions that may influence the risk of non-small cell lung cancer (NSCLC). METHODS: Leveraging a total of 445,221 European-descent participants from the International Lung Cancer Consortium OncoArray project, Transdisciplinary Research in Cancer of the Lung and UK Biobank, we performed a large-scale genome-wide G × G interaction study on European NSCLC risk by a series of analyses. First, we used BiForce to evaluate and rank more than 58 billion G × G interactions from 340,958 single-nucleotide polymorphisms (SNPs). Then, the top interactions were further tested by demographically adjusted logistic regression models. Finally, we used the selected interactions to build lung cancer screening models of NSCLC, separately, for never and ever smokers. RESULTS: With the Bonferroni correction, we identified eight statistically significant pairs of SNPs, which predominantly appeared in the 6p21.32 and 5p15.33 regions (e.g., rs521828(C6orf10) and rs204999(PRRT1), OR(interaction) = 1.17, p = 6.57 × 10(−13); rs3135369(BTNL2) and rs2858859(HLA-DQA1), OR(interaction) = 1.17, p = 2.43 × 10(−13); rs2858859(HLA-DQA1) and rs9275572(HLA-DQA2), OR(interaction) = 1.15, p = 2.84 × 10(−13); rs2853668(TERT) and rs62329694(CLPTM1L), OR(interaction) = 0.73, p = 2.70 × 10(−13)). Notably, even with much genetic heterogeneity across ethnicities, three pairs of SNPs in the 6p21.32 region identified from the European-ancestry population remained significant among an Asian population fromthe Nanjing Medical University Global Screening Array project (rs521828(C6orf10) and rs204999(PRRT1), OR(interaction) = 1.13, p = 0.008; rs3135369(BTNL2) and rs2858859(HLA-DQA1), OR(interaction) = 1.11, p = 5.23 × 10(−4); rs3135369(BTNL2) and rs9271300(HLA-DQA1),OR(interaction) = 0.89, p = 0.006). The interaction-empowered polygenetic risk score that integrated classical polygenetic risk score and G × G information score was remarkable in lung cancer risk stratification. CONCLUSIONS: Important G × G interactions were identified and enriched in the 5p15.33 and 6p21.32 regions, which may enhance lung cancer screening models. 2022-08 2022-04-30 /pmc/articles/PMC9512697/ /pubmed/35500836 http://dx.doi.org/10.1016/j.jtho.2022.04.011 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ).
spellingShingle Article
Zhang, Ruyang
Shen, Sipeng
Wei, Yongyue
Zhu, Ying
Li, Yi
Chen, Jiajin
Guan, Jinxing
Pan, Zoucheng
Wang, Yuzhuo
Zhu, Meng
Xie, Junxing
Xiao, Xiangjun
Zhu, Dakai
Li, Yafang
Albanes, Demetrios
Landi, Maria Teresa
Caporaso, Neil E.
Lam, Stephen
Tardon, Adonina
Chen, Chu
Bojesen, Stig E.
Johansson, Mattias
Risch, Angela
Bickeböller, Heike
Wichmann, H-Erich
Rennert, Gadi
Arnold, Susanne
Brennan, Paul
McKay, James D.
Field, John K.
Shete, Sanjay S.
Le Marchand, Loic
Liu, Geoffrey
Andrew, Angeline S.
Kiemeney, Lambertus A.
Zienolddiny-Narui, Shan
Behndig, Annelie
Johansson, Mikael
Cox, Angela
Lazarus, Philip
Schabath, Matthew B.
Aldrich, Melinda C.
Dai, Juncheng
Ma, Hongxia
Zhao, Yang
Hu, Zhibin
Hung, Rayjean J.
Amos, Christopher I.
Shen, Hongbing
Chen, Feng
Christiani, David C.
A Large-Scale Genome-Wide Gene-Gene Interaction Study of Lung Cancer Susceptibility in Europeans With a Trans-Ethnic Validation in Asians
title A Large-Scale Genome-Wide Gene-Gene Interaction Study of Lung Cancer Susceptibility in Europeans With a Trans-Ethnic Validation in Asians
title_full A Large-Scale Genome-Wide Gene-Gene Interaction Study of Lung Cancer Susceptibility in Europeans With a Trans-Ethnic Validation in Asians
title_fullStr A Large-Scale Genome-Wide Gene-Gene Interaction Study of Lung Cancer Susceptibility in Europeans With a Trans-Ethnic Validation in Asians
title_full_unstemmed A Large-Scale Genome-Wide Gene-Gene Interaction Study of Lung Cancer Susceptibility in Europeans With a Trans-Ethnic Validation in Asians
title_short A Large-Scale Genome-Wide Gene-Gene Interaction Study of Lung Cancer Susceptibility in Europeans With a Trans-Ethnic Validation in Asians
title_sort large-scale genome-wide gene-gene interaction study of lung cancer susceptibility in europeans with a trans-ethnic validation in asians
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512697/
https://www.ncbi.nlm.nih.gov/pubmed/35500836
http://dx.doi.org/10.1016/j.jtho.2022.04.011
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