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The Associations between Immunity-Related Genes and Breast Cancer Prognosis in Korean Women
We investigated the role of common genetic variation in immune-related genes on breast cancer disease-free survival (DFS) in Korean women. 107 breast cancer patients of the Seoul Breast Cancer Study (SEBCS) were selected for this study. A total of 2,432 tag single nucleotide polymorphisms (SNPs) in...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4116221/ https://www.ncbi.nlm.nih.gov/pubmed/25075970 http://dx.doi.org/10.1371/journal.pone.0103593 |
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author | Choi, Jaesung Song, Nan Han, Sohee Chung, Seokang Sung, Hyuna Lee, Ji-young Jung, Sunjae Park, Sue K. Yoo, Keun-Young Han, Wonshik Lee, Jong Won Noh, Dong-Young Kang, Daehee Choi, Ji-Yeob |
author_facet | Choi, Jaesung Song, Nan Han, Sohee Chung, Seokang Sung, Hyuna Lee, Ji-young Jung, Sunjae Park, Sue K. Yoo, Keun-Young Han, Wonshik Lee, Jong Won Noh, Dong-Young Kang, Daehee Choi, Ji-Yeob |
author_sort | Choi, Jaesung |
collection | PubMed |
description | We investigated the role of common genetic variation in immune-related genes on breast cancer disease-free survival (DFS) in Korean women. 107 breast cancer patients of the Seoul Breast Cancer Study (SEBCS) were selected for this study. A total of 2,432 tag single nucleotide polymorphisms (SNPs) in 283 immune-related genes were genotyped with the GoldenGate Oligonucleotide pool assay (OPA). A multivariate Cox-proportional hazard model and polygenic risk score model were used to estimate the effects of SNPs on breast cancer prognosis. Harrell’s C index was calculated to estimate the predictive accuracy of polygenic risk score model. Subsequently, an extended gene set enrichment analysis (GSEA-SNP) was conducted to approximate the biological pathway. In addition, to confirm our results with current evidence, previous studies were systematically reviewed. Sixty-two SNPs were statistically significant at p-value less than 0.05. The most significant SNPs were rs1952438 in SOCS4 gene (hazard ratio (HR) = 11.99, 95% CI = 3.62–39.72, P = 4.84E-05), rs2289278 in TSLP gene (HR = 4.25, 95% CI = 2.10–8.62, P = 5.99E-05) and rs2074724 in HGF gene (HR = 4.63, 95% CI = 2.18–9.87, P = 7.04E-05). In the polygenic risk score model, the HR of women in the 3(rd) tertile was 6.78 (95% CI = 1.48–31.06) compared to patients in the 1(st) tertile of polygenic risk score. Harrell’s C index was 0.813 with total patients and 0.924 in 4-fold cross validation. In the pathway analysis, 18 pathways were significantly associated with breast cancer prognosis (P<0.1). The IL-6R, IL-8, IL-10RB, IL-12A, and IL-12B was associated with the prognosis of cancer in data of both our study and a previous study. Therefore, our results suggest that genetic polymorphisms in immune-related genes have relevance to breast cancer prognosis among Korean women. |
format | Online Article Text |
id | pubmed-4116221 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-41162212014-08-04 The Associations between Immunity-Related Genes and Breast Cancer Prognosis in Korean Women Choi, Jaesung Song, Nan Han, Sohee Chung, Seokang Sung, Hyuna Lee, Ji-young Jung, Sunjae Park, Sue K. Yoo, Keun-Young Han, Wonshik Lee, Jong Won Noh, Dong-Young Kang, Daehee Choi, Ji-Yeob PLoS One Research Article We investigated the role of common genetic variation in immune-related genes on breast cancer disease-free survival (DFS) in Korean women. 107 breast cancer patients of the Seoul Breast Cancer Study (SEBCS) were selected for this study. A total of 2,432 tag single nucleotide polymorphisms (SNPs) in 283 immune-related genes were genotyped with the GoldenGate Oligonucleotide pool assay (OPA). A multivariate Cox-proportional hazard model and polygenic risk score model were used to estimate the effects of SNPs on breast cancer prognosis. Harrell’s C index was calculated to estimate the predictive accuracy of polygenic risk score model. Subsequently, an extended gene set enrichment analysis (GSEA-SNP) was conducted to approximate the biological pathway. In addition, to confirm our results with current evidence, previous studies were systematically reviewed. Sixty-two SNPs were statistically significant at p-value less than 0.05. The most significant SNPs were rs1952438 in SOCS4 gene (hazard ratio (HR) = 11.99, 95% CI = 3.62–39.72, P = 4.84E-05), rs2289278 in TSLP gene (HR = 4.25, 95% CI = 2.10–8.62, P = 5.99E-05) and rs2074724 in HGF gene (HR = 4.63, 95% CI = 2.18–9.87, P = 7.04E-05). In the polygenic risk score model, the HR of women in the 3(rd) tertile was 6.78 (95% CI = 1.48–31.06) compared to patients in the 1(st) tertile of polygenic risk score. Harrell’s C index was 0.813 with total patients and 0.924 in 4-fold cross validation. In the pathway analysis, 18 pathways were significantly associated with breast cancer prognosis (P<0.1). The IL-6R, IL-8, IL-10RB, IL-12A, and IL-12B was associated with the prognosis of cancer in data of both our study and a previous study. Therefore, our results suggest that genetic polymorphisms in immune-related genes have relevance to breast cancer prognosis among Korean women. Public Library of Science 2014-07-30 /pmc/articles/PMC4116221/ /pubmed/25075970 http://dx.doi.org/10.1371/journal.pone.0103593 Text en © 2014 Choi et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Choi, Jaesung Song, Nan Han, Sohee Chung, Seokang Sung, Hyuna Lee, Ji-young Jung, Sunjae Park, Sue K. Yoo, Keun-Young Han, Wonshik Lee, Jong Won Noh, Dong-Young Kang, Daehee Choi, Ji-Yeob The Associations between Immunity-Related Genes and Breast Cancer Prognosis in Korean Women |
title | The Associations between Immunity-Related Genes and Breast Cancer Prognosis in Korean Women |
title_full | The Associations between Immunity-Related Genes and Breast Cancer Prognosis in Korean Women |
title_fullStr | The Associations between Immunity-Related Genes and Breast Cancer Prognosis in Korean Women |
title_full_unstemmed | The Associations between Immunity-Related Genes and Breast Cancer Prognosis in Korean Women |
title_short | The Associations between Immunity-Related Genes and Breast Cancer Prognosis in Korean Women |
title_sort | associations between immunity-related genes and breast cancer prognosis in korean women |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4116221/ https://www.ncbi.nlm.nih.gov/pubmed/25075970 http://dx.doi.org/10.1371/journal.pone.0103593 |
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