Novel genetic loci and functional properties of immune-related genes for colorectal cancer survival in Korea

One major topic in colorectal cancer (CRC) research is the role of immune cells against cancer cells. The association of single-nucleotide polymorphisms (SNPs) and polygenic risk scores (PRS) with CRC was examined and their functional properties were identified using a gene-gene interaction network. 960 CRC patients at Seoul National University Hospital (SNUH, discovery) and 6,627 CRC patients at Chonnam National University Hospital (CNNUH, validation) were enrolled. SNPs were genotyped using the Korean Biobank Array. 2,729 immune-related genes were selected from the Ensembl, Gene Ontology, and Kyoto Encyclopedia of Genes and Genomes, and 37,398 SNPs were mapped. PRS were categorized into tertiles. Cox proportional hazard models were fitted for overall survival (OS) and progression-free survival (PFS). A gene-gene interaction network was analyzed. Among CRC patients from SNUH, 154 (16.0%) died, while 245 (25.5%) had progression. In CNNUH, 3,537 (53.4%) died. For OS, the most significant association was observed for rs117322760 (8q23.1, PKHD1L1, hazard ratio (HR) = 4.58, p-value = 1.40 × 10<sup>- 6</sup>). For PFS, it was observed in rs143531681 (7q36.1, NOS3, HR = 4.67, p-value = 9.72 × 10<sup>- 8</sup>). For PRS, the highest tertile group showed an increased risk for OS (HR = 59.58, p-value = 9.20 × 10<sup>-48</sup>) and PFS (HR = 9.81, p-value = 1.69 × 10<sup>-23</sup>). Significant interactions were observed between PIK3R2 and PIK3CA for OS and ALOX5 and COTL1 for PFS. This study presented novel genetic variants associated with OS and PFS in CRC patients, and notable findings from the analysis of PRS and the gene-gene interaction.

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Journal
BMC Cancer
Published
2025-03-13
DOI
https://doi.org/10.1186/s12885-025-13819-4
Primary Topic
Genetic factors in colorectal cancer
Type
article
Field-Weighted Citation Impact
0.00

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article

Novel genetic loci and functional properties of immune-related genes for colorectal cancer survival in Korea

Sun‐Seog Kweon, Nan Song, Aesun Shin, Jung-Ho Yang et al.
1 links
BMC Cancer
Genetic factors in colorectal cancer
article

Novel genetic loci and functional properties of immune-related genes for colorectal cancer survival in Korea

Sun‐Seog Kweon, Nan Song, Aesun Shin, Jung-Ho Yang, Dabin Yun, Soyoun Yang, Jin-Ah Sim, Minjung Kim, Ji Won Park, Seung Yong Jeong
article en

Abstract

One major topic in colorectal cancer (CRC) research is the role of immune cells against cancer cells. The association of single-nucleotide polymorphisms (SNPs) and polygenic risk scores (PRS) with CRC was examined and their functional properties were identified using a gene-gene interaction network. 960 CRC patients at Seoul National University Hospital (SNUH, discovery) and 6,627 CRC patients at Chonnam National University Hospital (CNNUH, validation) were enrolled. SNPs were genotyped using the Korean Biobank Array. 2,729 immune-related genes were selected from the Ensembl, Gene Ontology, and Kyoto Encyclopedia of Genes and Genomes, and 37,398 SNPs were mapped. PRS were categorized into tertiles. Cox proportional hazard models were fitted for overall survival (OS) and progression-free survival (PFS). A gene-gene interaction network was analyzed. Among CRC patients from SNUH, 154 (16.0%) died, while 245 (25.5%) had progression. In CNNUH, 3,537 (53.4%) died. For OS, the most significant association was observed for rs117322760 (8q23.1, PKHD1L1, hazard ratio (HR) = 4.58, p-value = 1.40 × 10<sup>- 6</sup>). For PFS, it was observed in rs143531681 (7q36.1, NOS3, HR = 4.67, p-value = 9.72 × 10<sup>- 8</sup>). For PRS, the highest tertile group showed an increased risk for OS (HR = 59.58, p-value = 9.20 × 10<sup>-48</sup>) and PFS (HR = 9.81, p-value = 1.69 × 10<sup>-23</sup>). Significant interactions were observed between PIK3R2 and PIK3CA for OS and ALOX5 and COTL1 for PFS. This study presented novel genetic variants associated with OS and PFS in CRC patients, and notable findings from the analysis of PRS and the gene-gene interaction.

BMC CancerVol. 25(1)
Seoul National University (KR), Hallym University (KR), Chungbuk National University (KR), Seoul National University Hospital (KR), Chonnam National University Hwasun Hospital (KR)
Ministry of Science and ICT, South Korea, Chonnam National University Hwasun Hospital
Good health and well-being
Openalex Percentile: Top 94%
Genetic factors in colorectal cancer
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