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Study of ZHENG differentiation in Hepatitis B-caused cirrhosis: a transcriptional profiling analysis

机译:乙型肝炎引起的肝硬化中郑分化的研究:转录谱分析

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Background In traditional Chinese medicine (TCM) clinical practice, ZHENG (also known as TCM syndrome) helps to understand the human homeostasis and guide individualized treatment. However, the scientific basis of ZHENG remains unclear due to limitations of current reductionist approaches. Methods We collected the leukocyte samples of three hepatitis B-caused cirrhosis (HBC) patients with dampness-heat accumulation syndrome (DHAS) and three HBC patients with liver depression and spleen deficiency syndrome (LDSDS) for microarray analysis. We generated Gene-Regulatory-Networks (GeneRelNet) from the differentially expressed genes (DEGs) of microarray date. Core genes were validated using anther independent cohort of 40 HBC patients (20 DHAS, 20 LDSDS) with RT-PCR. Results There were 2457 mapped genes were differentially expressed between DHAS and LDSDS (Fold change ≥ 2.0, P?PNP); aquaporin 7 (AQP7) and proteasome 26S subunit, non-ATPase 2 (PSMD2) were screened by GeneRelNets, and their mRNA expressions were further validated by real time RT-PCR. The results were consistent with microarray. The PNP (P?=?0.007), AQP7 (P?=?0.038) and PSMD2 (P?=?0.009) mRNA expression is significant difference between DHAS and LDSDS using the non-parametric test. Furthermore, we constructed an mRNA panel of PNP, AQP7 and PSMD2 (PAP panel) by logistic regression model, and evaluated the PAP panel to distinguish DHAS from LDSDS by area under the receiver operating characteristic curve (AUC) analysis, which showed a higher accuracy (AUC?=?0.835). Gene ontology (GO) analysis indicated that the DHAS is most likely related to system process while the functions overrepresented by LDSDS most related to the response to stimulus. Conclusions This study suggested that there are particular transcriptional profiles, genes co-expressions patterns and functional properties of DHAS and LDSDS, and PNP, AQP7, and PSMD2 may be involved in ZHENG differentiation of DHAS and LDSDS in HBC.
机译:背景技术在中医(TCM)临床实践中,ZHENG(也称为TCM综合征)有助于了解人类体内稳态并指导个体化治疗。然而,由于目前还原论方法的局限性,ZHENG的科学依据仍不清楚。方法我们收集了3例湿热累积综合征(DHAS)引起的乙型肝炎肝硬化(HBC)患者和3例肝郁和脾虚综合征(LDSDS)的HBC患者的白细胞样本,以进行微阵列分析。我们从微阵列数据的差异表达基因(DEG)中生成了基因调控网络(GeneRelNet)。使用40例HBC患者的花药独立队列(20 DHAS,20 LDSDS)通过RT-PCR验证了核心基因。结果DHAS和LDSDS之间有2457个定位基因差异表达(倍数≥2.0,P≥PNP)。通过GeneRelNets筛选水通道蛋白7(AQP7)和蛋白酶体26S亚基,非ATPase 2(PSMD2),并通过实时RT-PCR进一步验证其mRNA表达。结果与微阵列一致。使用非参数测试,在DHAS和LDSDS之间,PNP(P <= 0.007),AQP7(P = 0.038)和PSMD2(P = 0.009)mRNA表达有显着差异。此外,我们通过逻辑回归模型构建了PNP,AQP7和PSMD2的mRNA面板(PAP面板),并进行了PAP面板评估,以根据接收器工作特征曲线(AUC)分析下的面积将DHAS与LDSDS进行区分,显示出更高的准确性(AUC≥0.835)。基因本体论(GO)分析表明,DHAS最可能与系统过程有关,而LDSDS所代表的功能与刺激响应最相关。结论本研究提示DHAS和LDSDS具有特定的转录谱,基因共表达模式和功能特性,PNP,AQP7和PSMD2可能参与了HBC中DHAS和LDSDS的郑氏分化。

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