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计算机分析预测,正常血管生成的破坏是骨质疏松症发病机制中的一个致病因素。

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

机构信息

Department of Zoology, St. Joseph's College for Women, Alappuzha, Kerala, 688001, India.

School of Biosciences, Department of Zoology, Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore, Tamil Nadu, 614043, India.

出版信息

BMC Genom Data. 2024 Oct 8;25(1):85. doi: 10.1186/s12863-024-01269-z.

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.

摘要

血管生成与成骨耦联对于骨骼的正常功能和健康维持至关重要。这种耦联的任何中断,与衰老和疾病相关,都可能导致骨量丢失。骨质疏松症(OP)是一种使人虚弱的骨骼代谢疾病,会影响骨骼的微观结构,逐渐导致骨折。计算分析表明,OP 进展过程中正常的血管生成受到破坏,尤其是绝经后骨质疏松症(PMOP)。从 DisGeNET 数据库中检索与 OP 和 PMOP 相关的基因。通过 Cytoscape 插件 STRING、MCODE、CytoHubba、ClueGO 和基于网络的工具 Enrichr 进行了基因枢纽分析和分子途径富集。确定了 28 个基因枢纽,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 服务器分析与基因枢纽相关的 SNPs,发现 IL6 中的 F201L 取代是最具破坏性的。在 SWISS-MODEL 服务器中对 IL6 蛋白进行建模,并通过 YASARA FoldX 插件分析取代。F201L 突变体的正 ΔΔG(1.936)表明突变结构比野生型结构更不稳定。包括 IL6 在内的 13 个基因枢纽和丰富的分子途径被发现与血管生成/内皮功能和免疫信号密切相关。通过负重运动对骨骼进行机械加载可以通过机械转导激活成骨细胞,从而增加骨形成。本研究提出了适当的骨骼机械加载作为预防 PMOP 的策略,通过这种策略可以维持血管生成和骨骼的免疫状态。这种计算机分析可用于了解 OP 的分子病因,并开发新的治疗方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/114f/11460074/dff455bda97f/12863_2024_1269_Fig1_HTML.jpg

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