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An integrative multi-omics analysis to identify candidate DNA methylation biomarkers related to prostate cancer risk

Authors :
Wu, Lang
Yang, Yaohua
Guo, Xingyi
Shu, Xiao Ou
Cai, Qiuyin
Shu, Xiang
Li, Bingshan
Tao, Ran
Wu, Chong
Nikas, Jason B.
Sun, Yanfa
Zhu, Jingjing
Roobol, Monique J.
Giles, Graham G.
Brenner, Hermann
John, Esther M.
Clements, Judith
Grindedal, Eli Marie
Park, Jong Y.
Stanford, Janet L.
Kote-Jarai, Zsofia
Haiman, Christopher A.
Eeles, Rosalind A.
Zheng, Wei
Long, Jirong
Henderson, Brian E.
Schumacher, Fredrick R.
Easton, Douglas
Benlloch, Sara
Olama, Ali Amin Al
Muir, Kenneth
Berndt, Sonja I.
Conti, David V.
Wiklund, Fredrik
Chanock, Stephen
Gapstur, Susan M.
Stevens, Victoria L.
Tangen, Catherine M.
Batra, Jyotsna
Gronberg, Henrik
Pashayan, Nora
Schleutker, Johanna
Albanes, Demetrius
Weinstein, Stephanie
Wolk, Alicja
Nordestgaard, Børge G.
Li, Bingshan [0000-0003-2129-168X]
Wu, Chong [0000-0002-8400-1785]
Nikas, Jason B [0000-0001-9703-0422]
Roobol, Monique J [0000-0001-6967-1708]
Giles, Graham G [0000-0003-4946-9099]
Park, Jong Y [0000-0002-6384-6447]
Eeles, Rosalind A [0000-0002-3698-6241]
Zheng, Wei [0000-0003-1226-070X]
Apollo - University of Cambridge Repository
Hunter, DJ
consortium, PRACTICAL
Consortium, CRUK
Consortium, BPC3
Consortium, CAPS
Consortium, PEGASUS
Urology
Source :
Nature Communications, Vol 11, Iss 1, Pp 1-11 (2020), Wu, L, Yang, Y, Guo, X, Shu, X O, Cai, Q, Shu, X, Li, B, Tao, R, Wu, C, Nikas, J B, Sun, Y, Zhu, J, Roobol, M J, Giles, G G, Brenner, H, John, E M, Clements, J, Grindedal, E M, Park, J Y, Stanford, J L, Kote-Jarai, Z, Haiman, C A, Eeles, R A, Zheng, W, Long, J, Eeles, R A, Henderson, B E, Haiman, C A, Kote-Jarai, Z, Schumacher, F R, Easton, D, Benlloch, S, Olama, A A A, Muir, K, Berndt, S I, Conti, D V, Wiklund, F, Chanock, S, Gapstur, S M, Stevens, V L, Tangen, C M, Batra, J, Clements, J, Gronberg, H, Pashayan, N, Schleutker, J, Albanes, D, Weinstein, S, Wolk, A, Nordestgaard, B G, CRUK Consortium, BPC3 Consortium, CAPS Consortium, PEGASUS Consortium & The Practical Consortium 2020, ' An integrative multi-omics analysis to identify candidate DNA methylation biomarkers related to prostate cancer risk ', Nature Communications, vol. 11, no. 1, 3905 . https://doi.org/10.1038/s41467-020-17673-9, Wu, L, Yang, Y, Guo, X, Shu, X O, Cai, Q, Shu, X, Li, B, Tao, R, Wu, C, Nikas, J B, Sun, Y, Zhu, J, Roobol, M J, Giles, G G, Brenner, H, John, E M, Clements, J, Grindedal, E M, Park, J Y, Stanford, J L, Kote-Jarai, Z, Haiman, C A, Eeles, R A, Zheng, W, Long, J, The PRACTICAL Consortium, CRUK Consortium, BPC3 Consortium, CAPS Consortium & PEGASUS Consortium 2020, ' An integrative multi-omics analysis to identify candidate DNA methylation biomarkers related to prostate cancer risk ', Nature Communications, vol. 11, 3905 . https://doi.org/10.1038/s41467-020-17673-9, Nature Communications, Nature Communications, 11(1):3905. Nature Publishing Group
Publication Year :
2021
Publisher :
Springer Science and Business Media LLC, 2021.

Abstract

It remains elusive whether some of the associations identified in genome-wide association studies of prostate cancer (PrCa) may be due to regulatory effects of genetic variants on CpG sites, which may further influence expression of PrCa target genes. To search for CpG sites associated with PrCa risk, here we establish genetic models to predict methylation (N = 1,595) and conduct association analyses with PrCa risk (79,194 cases and 61,112 controls). We identify 759 CpG sites showing an association, including 15 located at novel loci. Among those 759 CpG sites, methylation of 42 is associated with expression of 28 adjacent genes. Among 22 genes, 18 show an association with PrCa risk. Overall, 25 CpG sites show consistent association directions for the methylation-gene expression-PrCa pathway. We identify DNA methylation biomarkers associated with PrCa, and our findings suggest that specific CpG sites may influence PrCa via regulating expression of candidate PrCa target genes.<br />Genome wide association studies have identified multiple loci associated with risk of developing prostate cancer but the functional significance of many of these are unknown. Here, after generating models to predict methylation, the authors identify CpG methylation sites associated with prostate cancer.

Details

ISSN :
20411723
Database :
OpenAIRE
Journal :
Nature Communications, Vol 11, Iss 1, Pp 1-11 (2020), Wu, L, Yang, Y, Guo, X, Shu, X O, Cai, Q, Shu, X, Li, B, Tao, R, Wu, C, Nikas, J B, Sun, Y, Zhu, J, Roobol, M J, Giles, G G, Brenner, H, John, E M, Clements, J, Grindedal, E M, Park, J Y, Stanford, J L, Kote-Jarai, Z, Haiman, C A, Eeles, R A, Zheng, W, Long, J, Eeles, R A, Henderson, B E, Haiman, C A, Kote-Jarai, Z, Schumacher, F R, Easton, D, Benlloch, S, Olama, A A A, Muir, K, Berndt, S I, Conti, D V, Wiklund, F, Chanock, S, Gapstur, S M, Stevens, V L, Tangen, C M, Batra, J, Clements, J, Gronberg, H, Pashayan, N, Schleutker, J, Albanes, D, Weinstein, S, Wolk, A, Nordestgaard, B G, CRUK Consortium, BPC3 Consortium, CAPS Consortium, PEGASUS Consortium & The Practical Consortium 2020, ' An integrative multi-omics analysis to identify candidate DNA methylation biomarkers related to prostate cancer risk ', Nature Communications, vol. 11, no. 1, 3905 . https://doi.org/10.1038/s41467-020-17673-9, Wu, L, Yang, Y, Guo, X, Shu, X O, Cai, Q, Shu, X, Li, B, Tao, R, Wu, C, Nikas, J B, Sun, Y, Zhu, J, Roobol, M J, Giles, G G, Brenner, H, John, E M, Clements, J, Grindedal, E M, Park, J Y, Stanford, J L, Kote-Jarai, Z, Haiman, C A, Eeles, R A, Zheng, W, Long, J, The PRACTICAL Consortium, CRUK Consortium, BPC3 Consortium, CAPS Consortium & PEGASUS Consortium 2020, ' An integrative multi-omics analysis to identify candidate DNA methylation biomarkers related to prostate cancer risk ', Nature Communications, vol. 11, 3905 . https://doi.org/10.1038/s41467-020-17673-9, Nature Communications, Nature Communications, 11(1):3905. Nature Publishing Group
Accession number :
edsair.doi.dedup.....9e01c05c44961ac0fefcb2ec86a86b5c
Full Text :
https://doi.org/10.17863/cam.73998