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miRNA 靶标网络分析鉴定乙型肝炎肝硬化中医证候发展评价的潜在生物标志物。

MiRNA-target network analysis identifies potential biomarkers for Traditional Chinese Medicine (TCM) syndrome development evaluation in hepatitis B caused liver cirrhosis.

机构信息

Research Center for TCM Complexity System, Shanghai University of TCM, Shanghai, 201203, China.

School of Clinical Medicine, Shanghai University of Medicine & Health Sciences, Shanghai, 201203, China.

出版信息

Sci Rep. 2017 Sep 8;7(1):11054. doi: 10.1038/s41598-017-11351-5.

Abstract

Hepatitis B is one of most etiologies of Liver cirrhosis in China, and clinically lacks the effective strategy for Hepatitis B caused cirrhosis (HBC) therapy. As a complementary and alternative medicine, Chinese Traditional Medicine (TCM) has special therapeutic effects for HBC. Here, we focus on the evolution process of HBC TCM syndromes, which was from Excessive (Liver-Gallbladder Dampness-Heat Syndrome, LGDHS) to Deficient (Liver-Kidney Deficiency Syndrome, LKYDS) via Excessive-Deficient syndrome (Liver-Depression and Spleen-Deficiency Syndrome, LDSDS). Using R package, 16 miRNAs in LGDHS/Normal, 48 miRNAs in LDSDS/LGDHS, and 16 miRNAs in LKYDS/LDSDS were identified, respectively. The miRNA-target networks show that the LDSDS was most stability and complicated. Subsequently, 4 kernel miRNAs with LGDHS-LDSDS process, and 5 kernel miRNAs with LDSDS-LKYDS process were screened. Using RT-qPCR data, p1 (hsa-miR-17-3p, -377-3p, -410-3p and -495) and p2 miRNA panel (hsa-miR-377-3p, -410-3p, -27a-3p, 149-5p and 940) were identified by Logistic Regression Model, which clearly improve the accuracy of TCM syndrome classification. The rebuilt miRNA-target network shows that the LDSDS is a critical point and might determine the evolution directions of HBC TCM syndrome. This study suggests that the identified kernel miRNAs act as potential biomarkers and benefit to evaluate the evolution tendency of HBC TCM syndromes.

摘要

乙型肝炎是中国肝硬化的主要病因之一,临床上缺乏针对乙型肝炎引起的肝硬化(HBC)的有效治疗策略。作为一种补充和替代医学,中药对 HBC 具有特殊的治疗作用。在这里,我们重点关注 HBC 中医证候的演变过程,即从实证(肝胆湿热证,LGDHS)到虚证(肝肾阴虚证,LKYDS),再到虚实夹杂证(肝郁脾虚证,LDSDS)。使用 R 包,分别鉴定了 LGDHS/Normal 中的 16 个 miRNA、LDSDS/LGDHS 中的 48 个 miRNA 和 LKYDS/LDSDS 中的 16 个 miRNA。miRNA-靶网络显示,LDSDS 最稳定且最复杂。随后,筛选出了与 LGDHS-LDSDS 过程相关的 4 个核心 miRNA 和与 LDSDS-LKYDS 过程相关的 5 个核心 miRNA。使用 RT-qPCR 数据,通过逻辑回归模型鉴定出 p1(hsa-miR-17-3p、-377-3p、-410-3p 和 -495)和 p2 miRNA 组(hsa-miR-377-3p、-410-3p、-27a-3p、149-5p 和 940),这明显提高了中医证候分类的准确性。重建的 miRNA-靶网络表明,LDSDS 是一个关键点,可能决定了 HBC 中医证候的演变方向。本研究表明,所鉴定的核心 miRNA 作为潜在的生物标志物,有助于评估 HBC 中医证候的演变趋势。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/209d/5591282/a76c256c0ab5/41598_2017_11351_Fig1_HTML.jpg

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