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微小RNA-595与紧密连接蛋白1:绝经后髋部骨质疏松性骨折女性骨质流失的潜在相关因素

MiR-595 and Cldnd1: Potential related factors for bone loss in postmenopausal women with hip osteoporotic fracture.

作者信息

Jingyue Sun, Peixin Liu, Xiao Wang

机构信息

Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.

Department of Orthopaedics, Suzhou Xiangcheng People's Hospital, Suzhou, Jiangsu, China.

出版信息

PLoS One. 2024 Dec 31;19(12):e0313106. doi: 10.1371/journal.pone.0313106. eCollection 2024.

Abstract

BACKGROUND

Recently researches have reported that miRNA and its target genes are associated with osteoporosis. MiRNA and mRNA might be potential diagnostic markers for osteoporosis.

PURPOSES

The aim of this study is to explore the potential miRNA and mRNA markers by bioinformatics method and clinical analysis.

PATIENTS AND METHODS

The miRNA expression profiles were obtained from GSE74209, GSE64433 and GSE115773 in Gene expression Omnibus (GEO). The mRNA expression profiles were obtained from GSE100609. Wayne intersection were used to explore the different expressed miRNAs (DE-miRs). Select the miRNA with the highest Fold Change for subsequent research. Screening of miRNA target genes using TargetScan and miRDB tools. GO and KEGG analyses of target genes (TGs) function were performed. Validate the selected TGs in the GSE100609. We collected female patients with femural intertrochanteric fractures from July 1, 2023 to October 31, 2023. Patient's bone marrow and clinical data were collected. MiRNA and the target mRNA differentially expressed in bone marrow were verified through RT-qPCR. All data were subjected to Shapiro-Wilk test. Using Pearson or Spearman test to detect the correlation between various indicators, and then incorporating indicators related to bone density into multiple linear regression equations. Partial correlation analysis was used to analyze the correlation between the final indicators and bone density.

RESULTS

A total of 140 DE-miRs were identified. Set the fold change to ">1" and ultimately include 5 miRNAs. Using miR-595 (highest |log2 FC|) as the subject of subsequent research. 3542 targeted mRNAs were predicted from TargetScan and 362 were from miRDB. 337 TGs were intersected, which were mainly enriched in nucleus. Only Cldnd1 were identified using the GSE100609 dataset. We found that miR-595 was highly expressed in patients with high bone mass, while Cldnd1 was downregulated. There was a strong collinearity between miR-595 and Cldnd1. Further multiple linear regression analysis showed a high correlation between miR-595 and bone density.

CONCLUSIONS

These data suggest that miR-595 and Cldnd1 might be related factors for decreased bone mass.

摘要

背景

最近的研究报道称,微小RNA(miRNA)及其靶基因与骨质疏松症有关。miRNA和信使核糖核酸(mRNA)可能是骨质疏松症的潜在诊断标志物。

目的

本研究旨在通过生物信息学方法和临床分析探索潜在的miRNA和mRNA标志物。

患者与方法

从基因表达综合数据库(GEO)中的GSE74209、GSE64433和GSE115773获取miRNA表达谱。从GSE100609获取mRNA表达谱。采用韦恩交集法探索差异表达的miRNA(DE-miR)。选择变化倍数最高的miRNA进行后续研究。使用TargetScan和miRDB工具筛选miRNA靶基因。对靶基因(TG)功能进行基因本体(GO)和京都基因与基因组百科全书(KEGG)分析。在GSE100609中验证所选的TG。我们收集了2023年7月1日至2023年10月31日期间股骨转子间骨折的女性患者。收集患者的骨髓和临床数据。通过逆转录定量聚合酶链反应(RT-qPCR)验证骨髓中差异表达的miRNA和靶mRNA。所有数据均进行夏皮罗-威尔克检验。使用皮尔逊或斯皮尔曼检验检测各项指标之间的相关性,然后将与骨密度相关的指标纳入多元线性回归方程。采用偏相关分析分析最终指标与骨密度之间的相关性。

结果

共鉴定出140个DE-miR。将变化倍数设定为“>1”,最终纳入5个miRNA。以miR-595(|log2倍变化|最高)作为后续研究对象。从TargetScan预测出3542个靶向mRNA,从miRDB预测出362个。有337个TG相交,主要富集于细胞核。使用GSE100609数据集仅鉴定出Cldnd1。我们发现miR-595在高骨量患者中高表达,而Cldnd1表达下调。miR-595与Cldnd1之间存在强共线性。进一步的多元线性回归分析显示miR-595与骨密度之间存在高度相关性。

结论

这些数据表明,miR-595和Cldnd1可能是骨量降低的相关因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d0ca/11687715/c0185054a66b/pone.0313106.g001.jpg

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