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

机译:MiRNA靶标网络分析确定了潜在的生物标志物可用于评估乙型肝炎引起的肝硬化的中医证候发展

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摘要

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.
机译:乙型肝炎是中国肝硬化最常见的病因之一,临床上缺乏有效的治疗乙型肝炎引起的肝硬化(HBC)的策略。作为补充和替代药物,中药(TCM)对HBC具有特殊的治疗作用。在这里,我们关注于HBC中医综合征的演变过程,从过度(肝胆湿热综合征,LGDHS)到过度(肝肾肾病综合征,LKYDS)通过过度-缺乏综合征(肝郁和脾脏) -缺乏综合症(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靶标网络显示LDSDS最稳定,最复杂。随后,筛选了4个采用LGDHS-LDSDS工艺的内核miRNA和5个采用LDSDS-LKYDS工艺的内核miRNA。使用RT-qPCR数据,p1(hsa-miR-17-3p,-377-3p,-410-3p和-495)和p2 miRNA面板(hsa-miR-377-3p,-410-3p,-27a- Logistic回归模型确定了3p,149-5p和940),从而明显提高了中医证候分类的准确性。重建的miRNA-靶标网络表明LDSDS是关键点,可能决定了HBC中医证候的发展方向。这项研究表明,已确定的核心miRNAs作为潜在的生物标志物,有助于评估HBC TCM综合征的演变趋势。

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