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绝经后骨质疏松和免疫透的分子亚型分类基于生物信息学分析骨质细胞调节基因的微环境

Yining Gong^1,2, Dingjun Hao^1,2, Yong Zhang¹

¹Department of Spine Surgery, Honghui Hospital, Xi'an Jiaotong University, Xi'an 710054, China.

|October 28, 2023

概括

这项研究开发了绝经后骨质疏松症的分子风险模型和亚型,确定了用于早期查和个性化治疗策略的关键基因 (CTNNB1,MITF,TNFSF11).

科学领域:

内分泌学在内分泌学.
遗传学是一个遗传学.
免疫学免疫学免疫学

背景情况:

骨质疏松症在绝经后妇女中很普遍,经常通过骨折被检测得晚.
早期查和干预对于治疗骨质疏松症至关重要.
了解分子亚型可以改善风险分层.

研究的目的:

开发一个分子亚型风险分层化为绝经后骨质疏松症.
分析免疫透的微环境.
确定风险建模和亚型分类的关键基因.

主要方法:

下载并分析了骨质疏松症的微阵列数据.
使用后勤和LASSO回归来构建风险模型.
在循环血液样本中验证了关键基因,并对亚型进行了聚类.

主要成果:

确定CTNNB1,MITF和TNFSF11作为风险模型的关键基因.
在骨质疏松症患者和对照人群之间验证了这些基因的显著差异.
发现了三种分子亚型,具有明显的骨矿物质密度 (BMD) 概况.

结论:

引入了一种新的骨质疏松症分子风险模型和亚型分类.
该系统为查和早期干预提供了基于证据的战略.
旨在指导高风险女性的积极预防,早期诊断和治疗.

关键词:

生物信息学是一种生物信息学.免疫透微环境微环境分子亚型分子亚型骨质结晶体的骨质细胞.骨质疏松症是一种骨质疏松症.风险分层的分层化

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