Local environment;
Distance to coast;
Cancer;
UK Biobank;
Gene-environment interactions;
Mediation;
REGIONAL-VARIATIONS;
BREAST-CANCER;
AIR-POLLUTION;
EXPOSURE;
MELANOMA;
URBAN;
D O I:
10.1016/j.envres.2023.117562
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Background: There is a growing body of evidence on the effect of the local environment exposure on cancer susceptibility. Nonetheless, several of the associations remain controversial. Moreover, our understanding of the possible interaction between the local environment and the genetic variability is still very limited. Objective: The aim of this study was to clarify the role of the local environment and its possible interplay with genetics on common cancers development.Methods: Using the UK Biobank (UKBB) prospective cohort, we selected 12 local environment exposures: nitrogen oxides, nitrogen dioxides, particulate matter (10 and 2.5 mu m), noise pollution, urban traffic, living distance from the coast, percentage of greenspace, natural environment, water, and domestic garden within 1000 m from the residential coordinates of each participant. All these exposures were tested for association with 17 different types of cancer for a total of 53,270 cases and 302,645 controls. Additionally, a polygenic score (PGS) was computed for each cancer, to test possible gene-environment interactions. Finally, mediation analyses were carried out.Results: Thirty-six statistically significant associations considering multiple testing (p < 2.19 x 10(-4)) were observed. Among the novel associations we observed that individuals living farther from the coast had a higher risk of developing prostate cancer (OR = 1.13, CI95% = 1.06-1.20, P = 1.98 x 10(-4)). This association was partially mediated by physical activity (indirect effect (IE) =-8.48 x 10(-7)) and the time spent outdoor (IE = 9.07 x 10(-6)). All PGSs showed statistically significant associations. Finally, genome-environment interaction analysis showed that local environment and genetic variability affect cancer risk independently.Discussion: Living close to the coast and air pollution were associated with a decreased risk of prostate cancer and skin melanoma, respectively. These findings from the UKBB support the role of the local environment on cancer development, which is independent from genetics and may be mediated by several lifestyle factors.
机构:
Univ Western Sydney, Sch Sci & Hlth, Locked Bag 1797, Sydney, NSW 2751, Australia
Univ St Andrews, Sch Geog & Geosci, St Andrews, Fife, ScotlandUniv Western Sydney, Sch Sci & Hlth, Locked Bag 1797, Sydney, NSW 2751, Australia
Astell-Burt, Thomas
Feng, Xiaoqi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Sydney, Sch Med, Ctr Hlth Res, Sydney, NSW 2751, AustraliaUniv Western Sydney, Sch Sci & Hlth, Locked Bag 1797, Sydney, NSW 2751, Australia
Feng, Xiaoqi
Kolt, Gregory S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Sydney, Sch Sci & Hlth, Locked Bag 1797, Sydney, NSW 2751, AustraliaUniv Western Sydney, Sch Sci & Hlth, Locked Bag 1797, Sydney, NSW 2751, Australia
机构:
Massachusetts Gen Hosp, Ctr Genom Med, Boston, MA 02114 USA
Broad Inst, Cambridge, MA USAMonash Univ, Turner Inst Brain & Mental Hlth, Sch Psychol Sci, Melbourne, Vic, Australia
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Bycroft, Clare
Freeman, Colin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Freeman, Colin
Petkova, Desislava
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, England
Procter & Gamble, Brussels, BelgiumUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Petkova, Desislava
Band, Gavin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Band, Gavin
Elliott, Lloyd T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Dept Stat, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Elliott, Lloyd T.
Sharp, Kevin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Dept Stat, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Sharp, Kevin
Motyer, Allan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Melbourne, Melbourne Integrat Genom, Parkville, Vic, Australia
Univ Melbourne, Sch Math & Stat, Parkville, Vic, Australia
Univ Melbourne, Sch BioSci, Parkville, Vic, AustraliaUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Motyer, Allan
论文数: 引用数:
h-index:
机构:
Vukcevic, Damjan
Delaneau, Olivier
论文数: 0引用数: 0
h-index: 0
机构:
Univ Geneva, Dept Genet Med & Dev, Geneva, Switzerland
Univ Geneva, Swiss Inst Bioinformat, Geneva, Switzerland
Univ Geneva, Inst Genet & Genom Geneva, Geneva, SwitzerlandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Delaneau, Olivier
O'Connell, Jared
论文数: 0引用数: 0
h-index: 0
机构:
Illumina Ltd, Chesterford Res Pk, Saffron Walden, Essex, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
O'Connell, Jared
Cortes, Adrian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, England
Univ Oxford, John Radcliffe Hosp, Div Clin Neurol, Nuffield Dept Clin Neu rosci, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Cortes, Adrian
Welsh, Samantha
论文数: 0引用数: 0
h-index: 0
机构:
UK Biobank, Stockport, Cheshire, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Welsh, Samantha
Young, Alan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Li Ka Shing Ctr Hlth Informat & Discovery, Big Data Inst, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Young, Alan
Effingham, Mark
论文数: 0引用数: 0
h-index: 0
机构:
UK Biobank, Stockport, Cheshire, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Effingham, Mark
McVean, Gil
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, England
Univ Oxford, Li Ka Shing Ctr Hlth Informat & Discovery, Big Data Inst, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
McVean, Gil
Leslie, Stephen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Melbourne, Melbourne Integrat Genom, Parkville, Vic, Australia
Univ Melbourne, Sch Math & Stat, Parkville, Vic, Australia
Univ Melbourne, Sch BioSci, Parkville, Vic, Australia
Murdoch Childrens Res Inst, Parkville, Vic, AustraliaUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Leslie, Stephen
Allen, Naomi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Li Ka Shing Ctr Hlth Informat & Discovery, Big Data Inst, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Allen, Naomi
Donnelly, Peter
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, England
Univ Oxford, Dept Stat, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Donnelly, Peter
Marchini, Jonathan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, England
Univ Oxford, Dept Stat, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
机构:
Tianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R China
Zhejiang Univ, Sch Med, Sch Publ Hlth, Hangzhou, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R China
Cao, Zhi
Xu, Chenjie
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Normal Univ, Sch Publ Hlth, Hangzhou, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R China
Xu, Chenjie
Li, Shu
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ Tradit Chinese Med, Sch Integrat Med, Tianjin, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R China
Li, Shu
Wang, Yaogang
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R China
Wang, Yaogang
Yang, Hongxi
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R China
Tianjin Med Univ, Sch Basic Med Sci, Dept Bioinformat, Tianjin, Peoples R China
Tianjin Med Univ, Sch Basic Med Sci, Dept Bioinformat, Qixiangtai Rd 22, Tianjin 300070, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R China
机构:
Complete Genom, Mountain View, CA 94043 USA
BGI Cognit Genom Lab, Shenzhen 518083, Peoples R ChinaComplete Genom, Mountain View, CA 94043 USA
Chang, Christopher C.
Chow, Carson C.
论文数: 0引用数: 0
h-index: 0
机构:
NIDDK, Math Biol Sect, LBM, NIH, Bethesda, MD 20892 USAComplete Genom, Mountain View, CA 94043 USA
Chow, Carson C.
Tellier, Laurent C. A. M.
论文数: 0引用数: 0
h-index: 0
机构:
BGI Cognit Genom Lab, Shenzhen 518083, Peoples R China
Univ Copenhagen, Bioinformat Ctr, DK-2200 Copenhagen, DenmarkComplete Genom, Mountain View, CA 94043 USA
Tellier, Laurent C. A. M.
Vattikuti, Shashaank
论文数: 0引用数: 0
h-index: 0
机构:
NIDDK, Math Biol Sect, LBM, NIH, Bethesda, MD 20892 USAComplete Genom, Mountain View, CA 94043 USA
Vattikuti, Shashaank
Purcell, Shaun M.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Stanley Ctr Psychiat Res, Cambridge, MA 02142 USA
Icahn Sch Med Mt Sinai, Div Psychiat Genom, Dept Psychiat, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Inst Genom & Multiscale Biol, New York, NY 10029 USA
Massachusetts Gen Hosp, Analyt & Translat Genet Unit, Psychiat & Neurodev Genet Unit, Boston, MA 02114 USAComplete Genom, Mountain View, CA 94043 USA
Purcell, Shaun M.
Lee, James J.
论文数: 0引用数: 0
h-index: 0
机构:
NIDDK, Math Biol Sect, LBM, NIH, Bethesda, MD 20892 USA
Univ Minnesota Twin Cities, Dept Psychol, Minneapolis, MN 55455 USAComplete Genom, Mountain View, CA 94043 USA
机构:
Univ Western Sydney, Sch Sci & Hlth, Locked Bag 1797, Sydney, NSW 2751, Australia
Univ St Andrews, Sch Geog & Geosci, St Andrews, Fife, ScotlandUniv Western Sydney, Sch Sci & Hlth, Locked Bag 1797, Sydney, NSW 2751, Australia
Astell-Burt, Thomas
Feng, Xiaoqi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Sydney, Sch Med, Ctr Hlth Res, Sydney, NSW 2751, AustraliaUniv Western Sydney, Sch Sci & Hlth, Locked Bag 1797, Sydney, NSW 2751, Australia
Feng, Xiaoqi
Kolt, Gregory S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Sydney, Sch Sci & Hlth, Locked Bag 1797, Sydney, NSW 2751, AustraliaUniv Western Sydney, Sch Sci & Hlth, Locked Bag 1797, Sydney, NSW 2751, Australia
机构:
Massachusetts Gen Hosp, Ctr Genom Med, Boston, MA 02114 USA
Broad Inst, Cambridge, MA USAMonash Univ, Turner Inst Brain & Mental Hlth, Sch Psychol Sci, Melbourne, Vic, Australia
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Bycroft, Clare
Freeman, Colin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Freeman, Colin
Petkova, Desislava
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, England
Procter & Gamble, Brussels, BelgiumUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Petkova, Desislava
Band, Gavin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Band, Gavin
Elliott, Lloyd T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Dept Stat, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Elliott, Lloyd T.
Sharp, Kevin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Dept Stat, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Sharp, Kevin
Motyer, Allan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Melbourne, Melbourne Integrat Genom, Parkville, Vic, Australia
Univ Melbourne, Sch Math & Stat, Parkville, Vic, Australia
Univ Melbourne, Sch BioSci, Parkville, Vic, AustraliaUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Motyer, Allan
论文数: 引用数:
h-index:
机构:
Vukcevic, Damjan
Delaneau, Olivier
论文数: 0引用数: 0
h-index: 0
机构:
Univ Geneva, Dept Genet Med & Dev, Geneva, Switzerland
Univ Geneva, Swiss Inst Bioinformat, Geneva, Switzerland
Univ Geneva, Inst Genet & Genom Geneva, Geneva, SwitzerlandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Delaneau, Olivier
O'Connell, Jared
论文数: 0引用数: 0
h-index: 0
机构:
Illumina Ltd, Chesterford Res Pk, Saffron Walden, Essex, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
O'Connell, Jared
Cortes, Adrian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, England
Univ Oxford, John Radcliffe Hosp, Div Clin Neurol, Nuffield Dept Clin Neu rosci, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Cortes, Adrian
Welsh, Samantha
论文数: 0引用数: 0
h-index: 0
机构:
UK Biobank, Stockport, Cheshire, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Welsh, Samantha
Young, Alan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Li Ka Shing Ctr Hlth Informat & Discovery, Big Data Inst, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Young, Alan
Effingham, Mark
论文数: 0引用数: 0
h-index: 0
机构:
UK Biobank, Stockport, Cheshire, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Effingham, Mark
McVean, Gil
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, England
Univ Oxford, Li Ka Shing Ctr Hlth Informat & Discovery, Big Data Inst, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
McVean, Gil
Leslie, Stephen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Melbourne, Melbourne Integrat Genom, Parkville, Vic, Australia
Univ Melbourne, Sch Math & Stat, Parkville, Vic, Australia
Univ Melbourne, Sch BioSci, Parkville, Vic, Australia
Murdoch Childrens Res Inst, Parkville, Vic, AustraliaUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Leslie, Stephen
Allen, Naomi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Li Ka Shing Ctr Hlth Informat & Discovery, Big Data Inst, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Allen, Naomi
Donnelly, Peter
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, England
Univ Oxford, Dept Stat, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
Donnelly, Peter
Marchini, Jonathan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oxford, Wellcome Ctr Human Genet, Oxford, England
Univ Oxford, Dept Stat, Oxford, EnglandUniv Oxford, Wellcome Ctr Human Genet, Oxford, England
机构:
Tianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R China
Zhejiang Univ, Sch Med, Sch Publ Hlth, Hangzhou, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R China
Cao, Zhi
Xu, Chenjie
论文数: 0引用数: 0
h-index: 0
机构:
Hangzhou Normal Univ, Sch Publ Hlth, Hangzhou, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R China
Xu, Chenjie
Li, Shu
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ Tradit Chinese Med, Sch Integrat Med, Tianjin, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R China
Li, Shu
Wang, Yaogang
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R China
Wang, Yaogang
Yang, Hongxi
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R China
Tianjin Med Univ, Sch Basic Med Sci, Dept Bioinformat, Tianjin, Peoples R China
Tianjin Med Univ, Sch Basic Med Sci, Dept Bioinformat, Qixiangtai Rd 22, Tianjin 300070, Peoples R ChinaTianjin Med Univ, Sch Publ Hlth, Tianjin, Peoples R China
机构:
Complete Genom, Mountain View, CA 94043 USA
BGI Cognit Genom Lab, Shenzhen 518083, Peoples R ChinaComplete Genom, Mountain View, CA 94043 USA
Chang, Christopher C.
Chow, Carson C.
论文数: 0引用数: 0
h-index: 0
机构:
NIDDK, Math Biol Sect, LBM, NIH, Bethesda, MD 20892 USAComplete Genom, Mountain View, CA 94043 USA
Chow, Carson C.
Tellier, Laurent C. A. M.
论文数: 0引用数: 0
h-index: 0
机构:
BGI Cognit Genom Lab, Shenzhen 518083, Peoples R China
Univ Copenhagen, Bioinformat Ctr, DK-2200 Copenhagen, DenmarkComplete Genom, Mountain View, CA 94043 USA
Tellier, Laurent C. A. M.
Vattikuti, Shashaank
论文数: 0引用数: 0
h-index: 0
机构:
NIDDK, Math Biol Sect, LBM, NIH, Bethesda, MD 20892 USAComplete Genom, Mountain View, CA 94043 USA
Vattikuti, Shashaank
Purcell, Shaun M.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Stanley Ctr Psychiat Res, Cambridge, MA 02142 USA
Icahn Sch Med Mt Sinai, Div Psychiat Genom, Dept Psychiat, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Inst Genom & Multiscale Biol, New York, NY 10029 USA
Massachusetts Gen Hosp, Analyt & Translat Genet Unit, Psychiat & Neurodev Genet Unit, Boston, MA 02114 USAComplete Genom, Mountain View, CA 94043 USA
Purcell, Shaun M.
Lee, James J.
论文数: 0引用数: 0
h-index: 0
机构:
NIDDK, Math Biol Sect, LBM, NIH, Bethesda, MD 20892 USA
Univ Minnesota Twin Cities, Dept Psychol, Minneapolis, MN 55455 USAComplete Genom, Mountain View, CA 94043 USA