Multivariate genome-wide analysis of sarcopenia reveals genetic comorbidity with urological diseases

IF 3.9
Feixiang Yang , Xiangyu Zhang , Wei Dai , Ke Xu , Yunyun Mei , Tianrui Liu , Kun Wang , Qianjun Liang , Peng Guo , Chaozhao Liang , Jialin Meng
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引用次数: 0

Abstract

Introduction

Sarcopenia is a prevalent age-related disorder characterized by progressive loss of muscle mass, strength, and physical performance. While genome-wide association studies (GWAS) have explored isolated traits, the multifactorial genetic architecture underlying sarcopenia remains poorly defined. In this study, we constructed a comprehensive genetic factor to explain the genetic architecture of sarcopenia, and explore causal associations, genetic comorbidities, and mediating pathways linking sarcopenia to 30 urological diseases.

Methods

Based on the European Working Group on Sarcopenia in Older People (EWGSOP) criteria, six sarcopenia-related phenotypes were selected. A multivariate GWAS framework using genomic structural equation modeling (genomic SEM) was constructed, with an effective sample size of 651,820 individuals. Bidirectional Mendelian randomization (MR) was employed to assess causal relationships between sarcopenia and 30 urological diseases. Genetic correlation, tissue-specific heritability enrichment, shared risk genes, and gene set enrichment analyses were conducted to dissect genetic comorbidities between sarcopenia and urological diseases. Multi-omic mediation analysis was conducted to identify potential pathways mediated by blood proteins, metabolites, and immune traits.

Results

Multivariate GWAS identified 215 loci and 30,869 single-nucleotide polymorphisms (SNPs) associated with polygenic architecture of sarcopenia. Bidirectional Mendelian randomization revealed causal links between sarcopenia and urological diseases, notably hyperplasia of prostate (BPH; OR = 1.17, P = 0.043) and acute tubulointerstitial nephritis (ATIN; OR = 1.14, P = 0.028). Genetic comorbidity analyses identified local genetic correlations between sarcopenia and BPH, and highlighted tissue-specific heritability enrichment in Cells Cultured fibroblasts tissue for both traits, while no genetic correlation was found with ATIN. We identified 75 shared risk genes for sarcopenia and BPH, which were enriched in cellular component biogenesis, RNA binding, and metabolic pathways. Multi-omic mediation analyses prioritized 17 metabolites and proteins linking sarcopenia to BPH and ATIN, though no significant immune mediators were identified.

Conclusion

These findings unveil a shared genetic architecture between sarcopenia and urological diseases, especially BPH, with heritability enrichment in fibroblast tissue and metabolic dysfunction emerging as the significant overlapping pathway.
肌肉减少症的多变量全基因组分析揭示了与泌尿系统疾病的遗传共病
肌少症是一种常见的与年龄相关的疾病,其特征是肌肉质量、力量和身体表现的进行性损失。虽然全基因组关联研究(GWAS)已经探索了孤立的性状,但肌少症背后的多因素遗传结构仍然不明确。在这项研究中,我们构建了一个全面的遗传因素来解释肌肉减少症的遗传结构,并探讨了肌肉减少症与30种泌尿系统疾病的因果关系、遗传合并症和介导途径。方法根据欧洲老年人肌肉减少症工作组(EWGSOP)的标准,选择6种与肌肉减少症相关的表型。利用基因组结构方程模型(genomic structure equation modeling, SEM)构建了一个多变量GWAS框架,有效样本量为651820人。采用双向孟德尔随机化(MR)来评估肌肉减少症与30种泌尿系统疾病之间的因果关系。通过遗传相关性、组织特异性遗传力富集、共享风险基因和基因集富集分析来剖析肌肉减少症和泌尿系统疾病之间的遗传合并症。进行多组学中介分析,以确定血液蛋白、代谢物和免疫性状介导的潜在途径。结果多变量GWAS鉴定出215个与肌少症多基因结构相关的位点和30,869个单核苷酸多态性(snp)。双向孟德尔随机化揭示了肌肉减少症与泌尿系统疾病之间的因果关系,特别是前列腺增生(BPH;OR = 1.17, P = 0.043)和急性肾小管间质性肾炎(ATIN;Or = 1.14, p = 0.028)。遗传共病分析确定了肌肉减少症和BPH之间的局部遗传相关性,并强调了这两种性状在细胞培养成纤维细胞组织中的组织特异性遗传富集,而与ATIN没有遗传相关性。我们确定了75个肌肉减少症和BPH的共同风险基因,这些基因在细胞成分生物发生、RNA结合和代谢途径中富集。多组学中介分析优先考虑了将肌肉减少症与BPH和ATIN联系起来的17种代谢物和蛋白质,尽管没有发现显著的免疫中介。结论这些发现揭示了肌肉减少症与泌尿系统疾病,特别是前列腺增生症之间的共同遗传结构,成纤维细胞组织的遗传富集和代谢功能障碍是重要的重叠途径。
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来源期刊
Experimental gerontology
Experimental gerontology Ageing, Biochemistry, Geriatrics and Gerontology
CiteScore
6.70
自引率
0.00%
发文量
0
审稿时长
66 days
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