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增强绝经后骨质疏松症:一项关于骨髓间充质干细胞中KLF2转录因子分泌及PIK3CA对PI3K-Akt信号通路激活作用的研究。

Enhancing postmenopausal osteoporosis: a study of KLF2 transcription factor secretion and PI3K-Akt signaling pathway activation by PIK3CA in bone marrow mesenchymal stem cells.

作者信息

Ma Wenjie, Li Chen

机构信息

Department of Endocrinology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China.

出版信息

Arch Med Sci. 2024 May 15;20(3):918-937. doi: 10.5114/aoms/171785. eCollection 2024.

Abstract

INTRODUCTION

Mesenchymal stem cells can develop into osteoblasts, making them a promising cell-based osteoporosis treatment. Despite their therapeutic potential, their molecular processes are little known. Bioinformatics and experimental analysis were used to determine the molecular processes of bone marrow mesenchymal stem cell (BMSC) therapy for postmenopausal osteoporosis (PMO).

MATERIAL AND METHODS

We used weighted gene co-expression network analysis (WGCNA) to isolate core gene sets from two GEO microarray datasets (GSE7158 and GSE56815). GeneCards found PMO-related genes. GO, KEGG, Lasso regression, and ROC curve analysis refined our candidate genes. Using the GSE105145 dataset, we evaluated KLF2 expression in BMSCs and examined the link between KLF2 and PIK3CA using Pearson correlation analysis. We created a protein-protein interaction network of essential genes involved in osteoblast differentiation and validated the functional roles of KLF2 and PIK3CA in BMSC osteoblast differentiation

RESULTS

We created 6 co-expression modules from 10 419 differentially expressed genes (DEGs). PIK3CA, the key gene in the PI3K-Akt pathway, was among 197 PMO-associated DEGs. KLF2 also induced PIK3CA transcription in PMO. BMSCs also expressed elevated KLF2. BMSC osteoblast differentiation involved the PI3K-Akt pathway. , KLF2 increased PIK3CA transcription and activated the PI3K-Akt pathway to differentiate BMSCs into osteoblasts.

CONCLUSIONS

BMSCs release KLF2, which stimulates the PIK3CA-dependent PI3K-Akt pathway to treat PMO. Our findings illuminates the involvement of KLF2 and the PI3K-Akt pathway in BMSC osteoblast development, which may lead to better PMO treatments.

摘要

引言

间充质干细胞可分化为成骨细胞,使其成为一种有前景的基于细胞的骨质疏松症治疗方法。尽管它们具有治疗潜力,但其分子过程却鲜为人知。本研究利用生物信息学和实验分析来确定骨髓间充质干细胞(BMSC)治疗绝经后骨质疏松症(PMO)的分子过程。

材料与方法

我们使用加权基因共表达网络分析(WGCNA)从两个GEO微阵列数据集(GSE7158和GSE56815)中分离核心基因集。通过GeneCards查找与PMO相关的基因。基因本体(GO)、京都基因与基因组百科全书(KEGG)、套索回归和ROC曲线分析对我们的候选基因进行了优化。利用GSE105145数据集,我们评估了BMSC中KLF2的表达,并使用Pearson相关分析研究了KLF2与PIK3CA之间的联系。我们构建了参与成骨细胞分化的关键基因的蛋白质-蛋白质相互作用网络,并验证了KLF2和PIK3CA在BMSC成骨细胞分化中的功能作用。

结果

我们从10419个差异表达基因(DEG)中创建了6个共表达模块。PI3K-Akt通路中的关键基因PIK3CA是197个与PMO相关的DEG之一。KLF2在PMO中也诱导PIK3CA转录。BMSC中KLF2的表达也升高。BMSC成骨细胞分化涉及PI3K-Akt通路。KLF2增加PIK3CA转录并激活PI3K-Akt通路,从而将BMSC分化为成骨细胞。

结论

BMSC释放KLF2,其刺激PI3K-Akt通路依赖的PI3K-Akt途径来治疗PMO。我们的研究结果揭示了KLF2和PI3K-Akt通路在BMSC成骨细胞发育中的作用,这可能会带来更好的PMO治疗方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/209e/11264107/6dfd9a212433/AMS-20-3-171785-g001.jpg

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