Shared genetic basis of sarcopenia and osteoporosis: insights from GWAS and multi-omics analyses.

IF 2.9 3区 医学 Q3 ENDOCRINOLOGY & METABOLISM
Kaixi Ding, Youheng Zhao, Wei Jiang, Ming Lei, Qiang Ren, Yongxiang Gao
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引用次数: 0

Abstract

Introduction: Sarcopenia and osteoporosis are common age-related disorders, and their coexistence increases fracture risk and premature mortality. The shared genetic architecture of these conditions remains unclear.

Materials and methods: Genome-wide association study (GWAS) summary statistics from four sarcopenia-related traits were used to construct a latent factor model for sarcopenia. Osteoporosis GWAS data came from the UK Biobank and FinnGen. Linkage disequilibrium score regression and MiXeR were used to assess genetic correlation and polygenic overlap between sarcopenia and osteoporosis. Shared variants were identified via conjunctional false discovery rate (conjFDR). Key genes were analyzed with functional annotation, predicted expression, Mendelian randomization, and colocalization, and integrated with single-cell and spatial transcriptomics to reveal cell-type-specific expression and spatial patterns.

Results: Sarcopenia and osteoporosis showed a significant positive genetic correlation (rg = 0.1104, P = 1.76E-09). MiXeR estimated ~753 shared genetic variants (Dice = 0.315). conjFDR analysis identified 34 shared lead single-nucleotide polymorphisms. MetaXcan prioritized 4 and 6 comorbidity genes in subcutaneous adipose tissue and skeletal muscle, respectively (FDR < 0.05). CCND2 and CYTH1 had significant causal effects on both conditions, with colocalization indicating concordant causal variants (posterior probability of hypothesis 4 > 0.9). Genetic signals were enriched in bone- and muscle-related tissues, and CCND2 (cartilage primordium) and GRB10 (muscle) showed high tissue-specific expression for both traits.

Conclusion: Sarcopenia and osteoporosis are genetically correlated, sharing multiple polygenic signals and key comorbidity genes. Genetic effects mainly act through bone- and muscle-related tissues, supporting a shared genetic basis and potential mechanisms of bone-muscle comorbidity.

肌肉减少症和骨质疏松症的共同遗传基础:来自GWAS和多组学分析的见解。
骨骼肌减少症和骨质疏松症是常见的与年龄相关的疾病,它们的共存增加了骨折风险和过早死亡。这些疾病的共同遗传结构尚不清楚。材料与方法:采用全基因组关联研究(GWAS)对4个肌少症相关性状进行汇总统计,构建肌少症的潜在因子模型。骨质疏松GWAS数据来自UK Biobank和FinnGen。使用连锁不平衡评分回归和MiXeR来评估骨骼肌减少症和骨质疏松症之间的遗传相关性和多基因重叠。通过联合错误发现率(concontional false discovery rate,简称conjFDR)来确定共享变异。通过功能注释、预测表达、孟德尔随机化和共定位分析关键基因,并结合单细胞和空间转录组学来揭示细胞类型特异性表达和空间模式。结果:骨骼肌减少症与骨质疏松症呈显著正相关(rg = 0.1104, P = 1.76E-09)。MiXeR估计约753个共有的遗传变异(Dice = 0.315)。共轭fdr分析鉴定出34个共有的先导单核苷酸多态性。MetaXcan在皮下脂肪组织和骨骼肌中分别优先选择了4个和6个共病基因(FDR < 0.05)。CCND2和CYTH1对两种情况都有显著的因果影响,共定位表明因果变异一致(假设后验概率为4 bb0 0.9)。遗传信号在骨和肌肉相关组织中富集,CCND2(软骨原基)和GRB10(肌肉)在这两个性状中都表现出高组织特异性表达。结论:骨骼肌减少症与骨质疏松症具有遗传相关性,共享多个多基因信号和关键合并症基因。遗传效应主要通过骨和肌肉相关组织起作用,支持骨肌共病的共同遗传基础和潜在机制。
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来源期刊
Journal of Bone and Mineral Metabolism
Journal of Bone and Mineral Metabolism 医学-内分泌学与代谢
CiteScore
6.30
自引率
3.00%
发文量
89
审稿时长
6-12 weeks
期刊介绍: The Journal of Bone and Mineral Metabolism (JBMM) provides an international forum for researchers and clinicians to present and discuss topics relevant to bone, teeth, and mineral metabolism, as well as joint and musculoskeletal disorders. The journal welcomes the submission of manuscripts from any country. Membership in the society is not a prerequisite for submission. Acceptance is based on the originality, significance, and validity of the material presented. The journal is aimed at researchers and clinicians dedicated to improvements in research, development, and patient-care in the fields of bone and mineral metabolism.
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