An exome-wide rare variant analysis of Korean men identifies three novel genes predisposing to prostate cancer

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作者
Jong Jin Oh
Manu Shivakumar
Jason Miller
Shefali Verma
Hakmin Lee
Sung Kyu Hong
Sang Eun Lee
Younghee Lee
Soo Ji Lee
Joohon Sung
Dokyoon Kim
Seok-Soo Byun
机构
[1] Seoul National University College of Medicine,Department of Urology
[2] Seoul National University Bundang Hospital,Department of Biostatistics
[3] Epidemiology and Informatics,Department of Genetics
[4] Perelman School of Medicine,Department of Biomedical Informatics
[5] University of Pennsylvania,undefined
[6] Perelman School of Medicine,undefined
[7] University of Pennsylvania,undefined
[8] University of Utah,undefined
[9] University of Utah School of Medicine,undefined
[10] Complex Diseases and Genome Epidemiology Laboratory,undefined
[11] Department of Public Health,undefined
[12] Graduate School of Public Health,undefined
[13] Seoul National University,undefined
[14] Institute for Biomedical Informatics,undefined
[15] University of Pennsylvania,undefined
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Scientific Reports | / 9卷
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摘要
Since prostate cancer is highly heritable, common variants associated with prostate cancer have been studied in various populations, including those in Korea. However, rare and low-frequency variants have a significant influence on the heritability of the disease. The contributions of rare variants to prostate cancer susceptibility have not yet been systematically evaluated in a Korean population. In this work, we present a large-scale exome-wide rare variant analysis of 7,258 individuals (985 cases with prostate cancer and 6,273 controls). In total, 19 rare variant loci spanning 7 genes contributed to an association with prostate cancer susceptibility. In addition to replicating previously known susceptibility genes (e.g., CDYL2, MST1R, GPER1, and PARD3B), 3 novel genes were identified (FDR q < 0.05), including the non-coding RNAs ENTPD3-AS1, LOC102724438, and protein-coding gene SPATA3. Additionally, 6 pathways were identified based on identified variants and genes, including estrogen signaling pathway, signaling by MST1, IL-15 production, MSP-RON signaling pathway, and IL-12 signaling and production in macrophages, which are known to be associated with prostate cancer. In summary, we report novel genes and rare variants that potentially play a role in prostate cancer susceptibility in the Korean population. These observations demonstrated a path towards one of the fundamental goals of precision medicine, which is to identify biomarkers for a subset of the population with a greater risk of disease than others.
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