In-silico analysis predicts disruption of normal angiogenesis as a causative factor in osteoporosis pathogenesis.

IF 1.9 Q3 GENETICS & HEREDITY BMC genomic data Pub Date : 2024-10-08 DOI:10.1186/s12863-024-01269-z
Remya James, Koushik Narayan Subramanyam, Febby Payva, Amrisa Pavithra E, Vineeth Kumar Tv, Venketesh Sivaramakrishnan, Santhy Ks
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Abstract

Angiogenesis-osteogenesis coupling is critical for proper functioning and maintaining the health of bones. Any disruption in this coupling, associated with aging and disease, might lead to loss of bone mass. Osteoporosis (OP) is a debilitating bone metabolic disorder that affects the microarchitecture of bones, gradually leading to fracture. Computational analysis revealed that normal angiogenesis is disrupted during the progression of OP, especially postmenopausal osteoporosis (PMOP). The genes associated with OP and PMOP were retrieved from the DisGeNET database. Hub gene analysis and molecular pathway enrichment were performed via the Cytoscape plugins STRING, MCODE, CytoHubba, ClueGO and the web-based tool Enrichr. Twenty-eight (28) hub genes were identified, eight of which were transcription factors (HIF1A, JUN, TP53, ESR1, MYC, PPARG, RUNX2 and SOX9). Analysis of SNPs associated with hub genes via the gnomAD, I-Mutant2.0, MUpro, ConSurf and COACH servers revealed the substitution F201L in IL6 as the most deleterious. The IL6 protein was modeled in the SWISS-MODEL server and the substitution was analyzed via the YASARA FoldX plugin. A positive ΔΔG (1.936) of the F201L mutant indicates that the mutated structure is less stable than the wild-type structure is. Thirteen hub genes, including IL6 and the enriched molecular pathways were found to be profoundly involved in angiogenesis/endothelial function and immune signaling. Mechanical loading of bones through weight-bearing exercises can activate osteoblasts via mechanotransduction leading to increased bone formation. The present study suggests proper mechanical loading of bone as a preventive strategy for PMOP, by which angiogenesis and the immune status of the bone can be maintained. This in silico analysis could be used to understand the molecular etiology of OP and to develop novel therapeutic approaches.

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硅内分析预测正常血管生成的破坏是骨质疏松症发病机制的一个致病因素。
血管生成-骨生成耦合对于骨骼的正常运作和保持健康至关重要。与衰老和疾病相关的这种耦合的任何中断都可能导致骨质流失。骨质疏松症(OP)是一种使人衰弱的骨代谢疾病,会影响骨骼的微观结构,逐渐导致骨折。计算分析表明,正常的血管生成在 OP,尤其是绝经后骨质疏松症(PMOP)的进展过程中被破坏。我们从 DisGeNET 数据库中检索了与 OP 和 PMOP 相关的基因。通过 Cytoscape 插件 STRING、MCODE、CytoHubba、ClueGO 和网络工具 Enrichr 进行了枢纽基因分析和分子通路富集。结果发现了 28 个中枢基因,其中 8 个是转录因子(HIF1A、JUN、TP53、ESR1、MYC、PPARG、RUNX2 和 SOX9)。通过 gnomAD、I-Mutant2.0、MUpro、ConSurf 和 COACH 服务器对与枢纽基因相关的 SNPs 进行分析,发现 IL6 中的 F201L 替代是最有害的。在 SWISS-MODEL 服务器中对 IL6 蛋白进行了建模,并通过 YASARA FoldX 插件对取代进行了分析。F201L突变体的ΔΔG(1.936)为正值,表明突变结构的稳定性低于野生型结构。研究发现,包括IL6在内的13个枢纽基因和丰富的分子通路深度参与了血管生成/内皮功能和免疫信号转导。通过负重运动对骨骼进行机械加载可通过机械传导激活成骨细胞,从而增加骨形成。本研究表明,适当的骨骼机械负荷是预防 PMOP 的一种策略,通过这种策略可以维持血管生成和骨骼的免疫状态。这种硅学分析可用于了解 OP 的分子病因,并开发新的治疗方法。
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