{"title":"肾脏和输尿管结石、心血管疾病和代谢综合征的遗传结构和机制:一项全面的GWAS分析","authors":"Yibo Hua , Zhengkai Huang , Yu Yin , Rijin Song , Xianghu Meng","doi":"10.1016/j.bbrep.2025.102116","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Our study aims to investigate the shared genetic architecture between kidney and ureteral stones (KUS) and cardiovascular diseases (CVDs), as well as metabolic syndrome (MetS), and explore the shared risk loci, potentially critical tissues and relevant genetic mechanisms.</div></div><div><h3>Methods</h3><div>Dependent on large-scale genome-wide association study (GWAS) summary-level data sets, we observed genetic correlations between KUS and CVDs, as well as MetS, and cross-diseases pleiotropic analysis was conducted to identify shared pleiotropic loci and genes. Furthermore, we performed functional annotation and tissue-specific analysis to detect potential relationships between complex traits. We performed heritability enrichment analysis to determine potentially critical tissues. At last, we investigate the causal effects between KUS and other traits using bidirectional Mendelian randomization (MR).</div></div><div><h3>Results</h3><div>Our findings underlined shared genetic architecture between three CVDs, two MetS and KUS. We identified 937 pleiotropic loci at the genome-wide significance level (p < 5 × 10<sup>−8</sup>), 35 of which were annotated as genomic risk loci. Among them, 4 had strong evidence of colocalization (PP.H4 > 0.7). In addition, a total of 163 unique pleiotropic genes (pFDR <0.05) were recognized at the gene level, including FTO, NEK4, GNL3, GLT8D1, SMIM4, PBRM1 and TFAP2B. Pathway analysis illustrated the essential biological process including metabolic processes, transcriptional regulation processes, transmembrane transport of drugs, and cardiac structure development were involved in these diseases. Analysis of tissue enrichment at single nucleotide polymorphism (SNP) level and gene level indicated pleiotropic mechanisms may engage in prostate, pancreas, adipose subcutaneous, and muscle skeletal. HyPrColoc method and metabolite enrichment analysis revealed tryptophan metabolism might be a crucial shared metabolic pathway in two different diseases. At last, bidirectional MR analysis demonstrated no strong evidence of causal associations between KUS and CVDs, as well as MetS.</div></div><div><h3>Conclusions</h3><div>Our study determined shared genetic architecture between KUS and CVDs, as well as MetS, and unraveled underlying genetic mechanisms.</div></div>","PeriodicalId":8771,"journal":{"name":"Biochemistry and Biophysics Reports","volume":"43 ","pages":"Article 102116"},"PeriodicalIF":2.2000,"publicationDate":"2025-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Genetic architecture and mechanisms shared between kidney and ureteral stones, cardiovascular diseases, and metabolic syndrome: A comprehensive GWAS analysis\",\"authors\":\"Yibo Hua , Zhengkai Huang , Yu Yin , Rijin Song , Xianghu Meng\",\"doi\":\"10.1016/j.bbrep.2025.102116\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Our study aims to investigate the shared genetic architecture between kidney and ureteral stones (KUS) and cardiovascular diseases (CVDs), as well as metabolic syndrome (MetS), and explore the shared risk loci, potentially critical tissues and relevant genetic mechanisms.</div></div><div><h3>Methods</h3><div>Dependent on large-scale genome-wide association study (GWAS) summary-level data sets, we observed genetic correlations between KUS and CVDs, as well as MetS, and cross-diseases pleiotropic analysis was conducted to identify shared pleiotropic loci and genes. Furthermore, we performed functional annotation and tissue-specific analysis to detect potential relationships between complex traits. We performed heritability enrichment analysis to determine potentially critical tissues. At last, we investigate the causal effects between KUS and other traits using bidirectional Mendelian randomization (MR).</div></div><div><h3>Results</h3><div>Our findings underlined shared genetic architecture between three CVDs, two MetS and KUS. We identified 937 pleiotropic loci at the genome-wide significance level (p < 5 × 10<sup>−8</sup>), 35 of which were annotated as genomic risk loci. Among them, 4 had strong evidence of colocalization (PP.H4 > 0.7). In addition, a total of 163 unique pleiotropic genes (pFDR <0.05) were recognized at the gene level, including FTO, NEK4, GNL3, GLT8D1, SMIM4, PBRM1 and TFAP2B. Pathway analysis illustrated the essential biological process including metabolic processes, transcriptional regulation processes, transmembrane transport of drugs, and cardiac structure development were involved in these diseases. Analysis of tissue enrichment at single nucleotide polymorphism (SNP) level and gene level indicated pleiotropic mechanisms may engage in prostate, pancreas, adipose subcutaneous, and muscle skeletal. HyPrColoc method and metabolite enrichment analysis revealed tryptophan metabolism might be a crucial shared metabolic pathway in two different diseases. At last, bidirectional MR analysis demonstrated no strong evidence of causal associations between KUS and CVDs, as well as MetS.</div></div><div><h3>Conclusions</h3><div>Our study determined shared genetic architecture between KUS and CVDs, as well as MetS, and unraveled underlying genetic mechanisms.</div></div>\",\"PeriodicalId\":8771,\"journal\":{\"name\":\"Biochemistry and Biophysics Reports\",\"volume\":\"43 \",\"pages\":\"Article 102116\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2025-06-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Biochemistry and Biophysics Reports\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2405580825002031\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biochemistry and Biophysics Reports","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2405580825002031","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Genetic architecture and mechanisms shared between kidney and ureteral stones, cardiovascular diseases, and metabolic syndrome: A comprehensive GWAS analysis
Background
Our study aims to investigate the shared genetic architecture between kidney and ureteral stones (KUS) and cardiovascular diseases (CVDs), as well as metabolic syndrome (MetS), and explore the shared risk loci, potentially critical tissues and relevant genetic mechanisms.
Methods
Dependent on large-scale genome-wide association study (GWAS) summary-level data sets, we observed genetic correlations between KUS and CVDs, as well as MetS, and cross-diseases pleiotropic analysis was conducted to identify shared pleiotropic loci and genes. Furthermore, we performed functional annotation and tissue-specific analysis to detect potential relationships between complex traits. We performed heritability enrichment analysis to determine potentially critical tissues. At last, we investigate the causal effects between KUS and other traits using bidirectional Mendelian randomization (MR).
Results
Our findings underlined shared genetic architecture between three CVDs, two MetS and KUS. We identified 937 pleiotropic loci at the genome-wide significance level (p < 5 × 10−8), 35 of which were annotated as genomic risk loci. Among them, 4 had strong evidence of colocalization (PP.H4 > 0.7). In addition, a total of 163 unique pleiotropic genes (pFDR <0.05) were recognized at the gene level, including FTO, NEK4, GNL3, GLT8D1, SMIM4, PBRM1 and TFAP2B. Pathway analysis illustrated the essential biological process including metabolic processes, transcriptional regulation processes, transmembrane transport of drugs, and cardiac structure development were involved in these diseases. Analysis of tissue enrichment at single nucleotide polymorphism (SNP) level and gene level indicated pleiotropic mechanisms may engage in prostate, pancreas, adipose subcutaneous, and muscle skeletal. HyPrColoc method and metabolite enrichment analysis revealed tryptophan metabolism might be a crucial shared metabolic pathway in two different diseases. At last, bidirectional MR analysis demonstrated no strong evidence of causal associations between KUS and CVDs, as well as MetS.
Conclusions
Our study determined shared genetic architecture between KUS and CVDs, as well as MetS, and unraveled underlying genetic mechanisms.
期刊介绍:
Open access, online only, peer-reviewed international journal in the Life Sciences, established in 2014 Biochemistry and Biophysics Reports (BB Reports) publishes original research in all aspects of Biochemistry, Biophysics and related areas like Molecular and Cell Biology. BB Reports welcomes solid though more preliminary, descriptive and small scale results if they have the potential to stimulate and/or contribute to future research, leading to new insights or hypothesis. Primary criteria for acceptance is that the work is original, scientifically and technically sound and provides valuable knowledge to life sciences research. We strongly believe all results deserve to be published and documented for the advancement of science. BB Reports specifically appreciates receiving reports on: Negative results, Replication studies, Reanalysis of previous datasets.