Department of Global Biostatistics and Data Science, Center for Bioinformatics and Genomics, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, Suite 1601, New Orleans, LA, 70112, USA.
Department of Biostatistics and Epidemiology, University of Oklahoma Health Sciences Center, Oklahoma City, 73104, USA.
Hum Genet. 2019 Feb;138(2):167-185. doi: 10.1007/s00439-019-01971-4. Epub 2019 Jan 17.
Osteoporosis is a skeletal disorder characterized by low bone mineral density (BMD) and deterioration of bone microarchitecture. To identify novel genetic loci underlying osteoporosis, an effective strategy is to focus on scanning of variants with high potential functional impacts. Enhancers play a crucial role in regulating cell-type-specific transcription. Therefore, single-nucleotide polymorphisms (SNPs) located in enhancers (enhancer-SNPs) may represent strong candidate functional variants. Here, we performed a targeted analysis for potential functional enhancer-SNPs that may affect gene expression and biological processes in bone-related cells, specifically, osteoblasts, and peripheral blood monocytes (PBMs), using five independent cohorts (n = 5905) and the genetics factors for osteoporosis summary statistics, followed by comprehensive integrative genomic analyses of chromatin states, transcription, and metabolites. We identified 15 novel enhancer-SNPs associated with femoral neck and lumbar spine BMD, including 5 SNPs mapped to novel genes (e.g., rs10840343 and rs10770081 in IGF2 gene) and 10 novel SNPs mapped to known BMD-associated genes (e.g., rs2941742 in ESR1 gene, and rs10249092 and rs4342522 in SHFM1 gene). Interestingly, enhancer-SNPs rs10249092 and rs4342522 in SHFM1 were tightly linked, but annotated to different enhancers in PBMs and osteoblasts, respectively, suggesting that even tightly linked SNPs may regulate the same target gene and contribute to the phenotype variation in cell-type-specific manners. Importantly, ten enhancer-SNPs may also regulate BMD variation by affecting the serum metabolite levels. Our findings revealed novel susceptibility loci that may regulate BMD variation and provided intriguing insights into the genetic mechanisms of osteoporosis.
骨质疏松症是一种以骨矿物质密度(BMD)低和骨微观结构恶化为特征的骨骼疾病。为了鉴定骨质疏松症的潜在新遗传位点,一种有效的策略是集中扫描具有高潜在功能影响的变异。增强子在调节细胞类型特异性转录中起着至关重要的作用。因此,位于增强子中的单核苷酸多态性(SNP)可能代表强候选功能变体。在这里,我们使用五个独立的队列(n=5905)和骨质疏松症的遗传因素汇总统计数据,对可能影响骨相关细胞(特别是成骨细胞和外周血单核细胞(PBM))中基因表达和生物学过程的潜在功能增强子-SNP 进行了靶向分析,随后进行了全面的整合基因组分析染色质状态、转录和代谢物。我们确定了 15 个与股骨颈和腰椎 BMD 相关的新的增强子-SNP,包括 5 个映射到新基因的 SNP(例如 IGF2 基因中的 rs10840343 和 rs10770081)和 10 个映射到已知与 BMD 相关的基因的新 SNP(例如 ESR1 基因中的 rs2941742 和 SHFM1 基因中的 rs10249092 和 rs4342522)。有趣的是,SHFM1 基因中的增强子-SNP rs10249092 和 rs4342522 紧密连锁,但在 PBM 和成骨细胞中分别注释为不同的增强子,这表明即使紧密连锁的 SNP 也可能通过调节相同的靶基因以细胞类型特异性方式对表型变异产生影响。重要的是,十个增强子-SNP 也可能通过影响血清代谢物水平来调节 BMD 变异。我们的研究结果揭示了新的易感位点,这些位点可能调节 BMD 变异,并为骨质疏松症的遗传机制提供了有趣的见解。