全基因组关联研究
单核苷酸多态性
基因分型
生物
遗传学
插补(统计学)
基因型
单倍型
遗传关联
人口
基因
医学
缺少数据
计算机科学
环境卫生
机器学习
作者
Xiukuan Li,Feihu Bai,Xingwei Wei,Tianbo Jin,Chen Li,Yutian Zhang,Mei Lin,Xiaoli Zhou,Yufei Xie,Chanyi He,Qi Lin,Ping He,Shaoli Chu,Yipeng Ding
出处
期刊:BMC Cancer
[Springer Nature]
日期:2022-02-10
卷期号:22 (1)
被引量:3
标识
DOI:10.1186/s12885-022-09236-6
摘要
Serum indicators AFP, CA50, CA125, CA153, CA19-9, CEA, f-PSA, SCC-Ag have been confirmed as tumor markers (TMs). We conducted a genome-wide association study on 8 tumor markers of our 427 Han population in southern China, in order to identify genetic loci that are significantly associated with the level of 8 tumor markers.We use Gene Titan multi-channel instrument and Axiom Analysis Suite 6.0 software for genotyping. We used IMPUTE2 software for imputation, and 1000 Genomes Project (Phase 3) was used as haplotype reference. After necessary quality control and statistical analysis, genetic loci genome-wide associated with TMs (p < 5E-8) will be identified. Finally, we selected Top SNPs (p < 5E-7) from the GWAS results for replication test. We used SPSS software to draw the distribution box plots of serum TMs under different genotypes of significant loci.The results showed that there were only MUC1 (mucin 1)-rs4072037 significantly genome-wide associated with CA153 (p = 1.28E-18). However, we found that a total of 30 genetic loci have a suggestively significant genome-wide association with the level of 8 serum tumor markers (p < 5E-6). Then 3 Top SNPs (p < 5E-7) were selected for replication verification. The results showed that MUC1-rs4072037 was still significantly associated with CA153 in another population (p = 3.73E-08). Comparing with the TT genotype of rs4072037, the CA153 level was higher under CC or CT genotype of rs4072037.MUC1-rs4072037 is significantly genome-wide associated with CA153 level. There are 30 genetic loci suggestively genome-wide associated with level of tumor markers among the Han population from Southern China.
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