Research Center for Traditional Chinese Medicine Complexity System, Shanghai University of Traditional Chinese Medicine, 1200 Cailun Road, Pudong, Shanghai 201203, China.
BMC Complement Altern Med. 2014 Oct 3;14:371. doi: 10.1186/1472-6882-14-371.
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.
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.
There were 2457 mapped genes were differentially expressed between DHAS and LDSDS (Fold change ≥ 2.0, P < 0.05). There were markedly different genes co-expression patterns in DHAS and LDSDS. Furthermore, three differential co-expression genes including purine nucleoside phosphorylase (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.
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.
在中医(TCM)临床实践中,证(也称为中医证候)有助于理解人体的内稳态并指导个体化治疗。然而,由于当前还原论方法的局限性,证的科学基础仍不清楚。
我们收集了三名乙型肝炎引起的肝硬化(HBC)患者的湿热证(DHAS)和三名 HBC 患者的肝郁脾虚证(LDSDS)的白细胞样本进行微阵列分析。我们从微阵列数据的差异表达基因(DEGs)生成基因调控网络(GeneRelNet)。使用另一个包含 40 名 HBC 患者(20 名 DHAS,20 名 LDSDS)的独立队列,通过 RT-PCR 验证核心基因。
DHAS 和 LDSDS 之间有 2457 个差异表达的映射基因(倍数变化≥2.0,P < 0.05)。DHAS 和 LDSDS 之间存在明显不同的基因共表达模式。此外,通过 GeneRelNets 筛选出三个差异共表达基因,包括嘌呤核苷磷酸化酶(PNP)、水通道蛋白 7(AQP7)和蛋白酶体 26S 亚基,非 ATP 酶 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。使用非参数检验,DHAS 和 LDSDS 之间的 PNP(P = 0.007)、AQP7(P = 0.038)和 PSMD2(P = 0.009)mRNA 表达有显著差异。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),并通过受试者工作特征曲线(AUC)分析评估 PAP 面板区分 DHAS 和 LDSDS 的能力,结果显示更高的准确性(AUC = 0.835)。基因本体(GO)分析表明,DHAS 最有可能与系统过程有关,而 LDSDS 中功能最相关的则是对刺激的反应。
本研究表明,DHAS 和 LDSDS 存在特定的转录谱、基因共表达模式和功能特性,PNP、AQP7 和 PSMD2 可能参与 HBC 中 DHAS 和 LDSDS 的证型分化。