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1.
Zhongguo Zhong Yao Za Zhi ; 48(7): 1908-1915, 2023 Apr.
Article in Chinese | MEDLINE | ID: mdl-37282967

ABSTRACT

This study aimed to analyze the biological foundation and biomarkers of stable coronary heart disease(CHD) with phlegm and blood stasis(PBS) syndrome based on RNA-seq and network pharmacology. Peripheral blood nucleated cells from five CHD patients with PBS syndrome, five CHD patients with non-PBS syndrome, and five healthy adults were collected for RNA-seq. The specific targets of CHD with PBS syndrome were determined by differential gene expression analysis and Venn diagram analysis. The active ingredients of Danlou Tablets were screened out from the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform, and the "component-target" prediction was completed through PubChem and SwissTargetPrediction. The "drug-ingredient-target-signaling pathway" network of Danlou Tablets against CHD with PBS syndrome was optimized by Cytoscape software. After the target biomarkers were identified, 90 participants were enrolled for diagnostic tests, and 30 CHD patients with PBS syndrome were included in before-and-after experiment to determine the therapeutic effect of Danlou Tablets on those targets. As revealed by RNA-seq and Venn diagram analysis, 200 specific genes were identified for CHD with PBS syndrome. A total of 1 118 potential therapeutic targets of Danlou Tablets were predicted through network pharmacology. Through integrated analysis of the two gene sets, 13 key targets of Danlou Tablets in the treatment of CHD with PBS syndrome were screened out, including CSF1, AKR1C2, PDGFRB, ARG1, CNR2, ALOX15B, ALDH1A1, CTSL, PLA2G7, LAP3, AKR1C3, IGFBP3, and CA1. They were presumably the biomarkers of CHD with PBS syndrome. The ELISA test further showed that CSF1 was significantly up-regulated in the peripheral blood of CHD patients with PBS syndrome, and was significantly down-regulated after Danlou Tablets intervention. CSF1 may be a biomarker for CHD with PBS syndrome, and it is positively correlated with the severity of the disease. The diagnostic cut-off of CSF1 for CHD with PBS syndrome was 286 pg·mL~(-1).


Subject(s)
Biomarkers , Coronary Disease , Drugs, Chinese Herbal , Medicine, Chinese Traditional , Mucus , Adult , Humans , Biomarkers/analysis , Coronary Disease/complications , Coronary Disease/diagnosis , Coronary Disease/drug therapy , Coronary Disease/genetics , Drugs, Chinese Herbal/pharmacology , Drugs, Chinese Herbal/therapeutic use , Molecular Docking Simulation , Network Pharmacology , RNA-Seq , Syndrome , Mucus/metabolism , Sputum/metabolism , Blood Circulation , Leukocytes, Mononuclear/pathology , Macrophage Colony-Stimulating Factor/genetics , Macrophage Colony-Stimulating Factor/metabolism , Gene Expression/drug effects , Gene Expression Profiling
2.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-981410

ABSTRACT

This study aimed to analyze the biological foundation and biomarkers of stable coronary heart disease(CHD) with phlegm and blood stasis(PBS) syndrome based on RNA-seq and network pharmacology. Peripheral blood nucleated cells from five CHD patients with PBS syndrome, five CHD patients with non-PBS syndrome, and five healthy adults were collected for RNA-seq. The specific targets of CHD with PBS syndrome were determined by differential gene expression analysis and Venn diagram analysis. The active ingredients of Danlou Tablets were screened out from the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform, and the "component-target" prediction was completed through PubChem and SwissTargetPrediction. The "drug-ingredient-target-signaling pathway" network of Danlou Tablets against CHD with PBS syndrome was optimized by Cytoscape software. After the target biomarkers were identified, 90 participants were enrolled for diagnostic tests, and 30 CHD patients with PBS syndrome were included in before-and-after experiment to determine the therapeutic effect of Danlou Tablets on those targets. As revealed by RNA-seq and Venn diagram analysis, 200 specific genes were identified for CHD with PBS syndrome. A total of 1 118 potential therapeutic targets of Danlou Tablets were predicted through network pharmacology. Through integrated analysis of the two gene sets, 13 key targets of Danlou Tablets in the treatment of CHD with PBS syndrome were screened out, including CSF1, AKR1C2, PDGFRB, ARG1, CNR2, ALOX15B, ALDH1A1, CTSL, PLA2G7, LAP3, AKR1C3, IGFBP3, and CA1. They were presumably the biomarkers of CHD with PBS syndrome. The ELISA test further showed that CSF1 was significantly up-regulated in the peripheral blood of CHD patients with PBS syndrome, and was significantly down-regulated after Danlou Tablets intervention. CSF1 may be a biomarker for CHD with PBS syndrome, and it is positively correlated with the severity of the disease. The diagnostic cut-off of CSF1 for CHD with PBS syndrome was 286 pg·mL~(-1).


Subject(s)
Adult , Humans , Network Pharmacology , RNA-Seq , Coronary Disease/genetics , Drugs, Chinese Herbal/therapeutic use , Medicine, Chinese Traditional , Biomarkers , Syndrome , Tablets , Molecular Docking Simulation
3.
Front Pharmacol ; 13: 1022627, 2022.
Article in English | MEDLINE | ID: mdl-36523490

ABSTRACT

Background: According to the theory of traditional Chinese medicine, phlegm and blood stasis (PBS) is the pathological basis for coronary heart disease (CHD). This study aimed to explore the biological basis of PBS syndrome in CHD. Methods: Using a strategy that integrated RNA-seq, DIA-based proteomics, and untargeted metabolomics on 90 clinic samples, we constructed a "gene-protein-metabolite" network for CHD-PBS syndrome. We expanded the sample size and validated the differential genes and metabolites in the network through enzyme-linked immunosorbent assay. Results: Our findings revealed that the "gene-protein-metabolite" network of CHD-PBS syndrome included 33 mRNAs, four proteins, and 25 metabolites. JNK1, FOS, CCL2, CXCL8, PTGS2, and CSF1 were all poorly expressed in the PBS group during the sequencing stage, whereas arachidonic acid (AA) was highly expressed. During the validation stage, JNK1, AP-1, CCL2, and CXCL8 were poorly expressed, whereas PTGS2, CSF1, and AA were highly expressed. The area under the receiver operating curve was as follows: CSF1 [0.9635, 95%CI (0.9295, 0.9976)] >JNK1 [0.9361, 95% CI (0.8749, 0.9972)] >CXCL8 [0.8953, 95% CI (0.8222, 0.9684)] > CCL2 [0.8458, 95% CI (0.7676, 0.9241)] >AP-1 [0.7884, 95%CI (0.6869, 0.8899)]. The logistic regression model composed of CSF1 and JNK1 showed the greatest diagnostic value and significance for PBS syndrome. Conclusion: PBS syndrome is characterized by low levels of FOS, AP-1, CCL2, CXCL8, and JNK1 and elevated levels of PTGS2 and CSF1, implying that the AA metabolism is abnormal and that the JNK/AP-1 pathway is inhibited. PBS syndromes, as a subtype of CHD, may have unique molecular changes. Background. Globally, coronary heart disease (CHD) is the leading cause of death, and this would likely continue until 2030 (Mirzaei et al., 2009, 95, 740-746). According to the disease course, CHD can be classified as chronic stable CHD (or chronic coronary syndrome) and acute coronary syndrome (ACS) (Katus et al., 2017; Knuuti, 2019). Although stable CHD is not as lethal as ACS, it has a varied incidence range and patients with CHD have prolonged angina. Some symptoms of stable angina are alleviated with pharmacological therapy, but it cannot eliminate recurrent angina (Rousan et al., 2017). The clinical outcomes were not significantly improved in patients who underwent revascularization compared with those who received optimal pharmacological therapy (Shaw et al., 2008; Antman and Braunwald, 2020). A bottleneck appears to exist in CHD treatment, and traditional Chinese medicine (TCM) can act as a favorable complement. Because of its individualized treatment approach, TCM is widely practiced in eastern civilizations (Teng et al., 2016). TCM has become a principal complement in western countries (Wieland et al., 2013). Like "disease" is used in western medicine, "syndrome" is used in TCM to comprehend anomalous human conditions on the basis of patients' symptoms, tongue, and pulse (Li et al., 2012). On the basis of disease-syndrome diagnose, a TCM doctor can subclassify CHD patients into various categories, such as phlegm and blood stasis (PBS) syndrome, cold congealing and Qi stagnation syndrome, and Qi stagnation and blood stasis syndrome. PBS syndrome has recently emerged as a hot research topic in the TCM field. Objective diagnosis, expert consultations, and efficacy evaluation scales have been developed for PBS syndrome (Ren et al., 2020; Liu et al., 2021; Zheng et al., 2022). The concept of "omics" originates from the genome. It refers to the vocabulary generated by biological molecules at different levels to describe high-sequence molecular biological data resources (Dai and Shen, 2022). RNA, protein, and metabolites decipher the essence of complex etiologies, and the integration of transcriptomics, proteomics, and metabolomics are becoming a promising research mode (Pan et al., 2022). Multi-omics studies have revealed the biological characteristics of APOE transgenic mice, bronchopulmonary dysplasia, and plant tolerant to heavy metals (Singh et al., 2016; Lal et al., 2018; Mohler et al., 2020). Over the past few years, many academic achievements related to CHD-PBS syndrome have been accrued in the single-omic area. For example, Zhou identified the differential metabolites between PBS syndrome and Qi and Yin deficiency syndrome by using the urine samples of 1072 volunteers. Some of the specific metabolites of PBS syndrome are pyroglutamic acid, glutaric acid, glucose, mannitol, and xanthine (Zhou et al., 2019). Li's metabolomic study suggested that valine, leucine, isoleucine, and glycerol phospholipid metabolism could represent PBS syndrome (Zheng et al., 2022). Although some progress has been made in the understanding of PBS syndrome in CHD through the studies conducted, some issues still exist, such as a single-omics level, a lack of in-depth research, an inability to verify each other's research results, and a lack of validation of research conclusions. Overall, a systematic description of the biological foundation of PBS syndrome is lacking. Thus, the present study utilizes system biology methodologies and constructs a multi-omics network by integrating differential genes, proteins, and metabolites to systematically and comprehensively reveal the biological basis of CHD-PBS syndrome. The current study explored 1) the characteristics of the transcriptome, proteome, and metabolome for CHD-PBS syndrome; 2) the "gene-protein-metabolite" network based on differential genes (DGs), differential proteins (DPs), and differential metabolites (DMs); 3) the key biological process and metabolic pathway most related to PBS syndrome; and 4) quantitative results and the diagnostic potential of biomarkers for PSB syndrome. Materials and methods. Multi-omics sequencing, bioinformatics analysis, and clinical validation research strategy. We collected the blood samples from healthy subjects as well as CHD patients with PBS and non-phlegm and blood stasis (NPBS) syndrome to compare the differences between them by subjecting the samples to the transcriptome, proteome, and metabolomics analyses. Bioinformatics analysis identified differential molecules as well as related biological processes and pathways. Next, the "gene-protein-metabolite" network was constructed using the MetaboAnalyst database, String database, and Cytoscape software. We selected molecules with strong centrality and biological association as potential PBS syndrome biomarkers and recruited more volunteers for further validation by enzyme-linked immunosorbent assay (ELISA). Finally, the ROC curve was utilized to assess the level and diagnostic efficacy of various molecules (Figure 1).

4.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-906301

ABSTRACT

Objective:To observe the effect of modified Dihuangyin on vascular dementia due to kidney empty phlegm and blood stasis syndrome,and its effect on phosphoinositol 3-kinase/protein kinase B (PI3K/Akt) signaling pathway [PI3K,microtuble-associated protein 1 light chain 3(LC3)Ⅱ/LC3Ⅰ,Akt,phosphorylatedprotein kinase B(p-Akt)] in peripheral blood. Method:Totally 100 cases were randomly divided into control group (50 cases) and observation group (50 cases),and were given donepezil,modified Dihuangyin combined with donepezil for 30 d,respectively. The main efficacy indicators [mini-mental state examination (MMSE),clinical dementia rating (CDR),activity of daily living scale (ADL),traditional Chinese medcine(TCM) syndrome] were compared in two groups. The cerebral blood flow dynamics [middle cerebral artery (MCA),basilar artery (BA),anterior cerebral artery (ACA),posterior cerebral artery (PCA)] speed,serum inflammatory factors [tumor necrosis factor-<italic>α</italic> (TNF-<italic>α</italic>),interleukin-6 (IL-6),transforming growth factor-<italic>β</italic> (TGF-<italic>β</italic>),C-reactive protein (CRP)],oxidative stress indicators [malondialdehyde (MDA),superoxide dismutase (SOD),glutathione peroxidase (GSH-Px) ,homocysteine (Hcy)],peripheral blood PI3K/Akt signaling pathway (PI3K,LC3Ⅱ/LC3Ⅰ,Akt,p-Akt) were tested. The efficacy and adverse reactions of the two groups were compared. Result:The total effective rate was 95.9% in observation group was higher than that 72.3% in control group (<italic>χ</italic><sup>2</sup>=5.673,<italic>P</italic><0.05). Compared with the control group after treatment,the MMSE,ADL,SOD,GSH-Px,TGF-<italic>β</italic>,PI3K,Akt and p-Akt in the observation group were increased (<italic>P</italic><0.05),CDR,MCA,BA,ACA and PCA were increased (<italic>P</italic><0.05),and the TCM syndromes,MDA,Hcy,TNF-<italic>α</italic>,IL-6,CRP,LC3Ⅱ/LC3Ⅰ were decreased (<italic>P</italic><0.05). There was no significant difference incidence of adverse reactions between two groups. Conclusion:Modified Dihuangyin can significantly improve the clinical symptoms of patients with vascular dementia due to kidney empty phlegm and blood stasis syndrome,and the mechanism of action may be related to PI3K/Akt signaling pathway in peripheral blood.

5.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-906116

ABSTRACT

Objective:To discuss the clinical efficacy of modified Danshenyin and Erchentang in treating carotid atherosclerosis (CAS), and the effect on intimal injury. Method:Patients (151 cases) were divided into control group (75 cases) and observation group (76 cases). Specifically, 69 cases in control finished the treatment (4 cases fell off in follow-up, and 2 cases were eliminated), and 69 cases in observation group finished the treatment (3 cases fell off in follow-up, and 4 cases were eliminated). Patients in both group got atorvastatin calcium tablets, 10 mg/time, 1 time/day, and aspirin enteric-coated tablets, 100 mg/time, 1 time/day. Patients in control group got Hedan tablets, 2 tablets/time, 3 times/day. Patients in observation group got modified Danshenyin and Erchentang, 1 dose/day. The treatment lasted for 4 months. Before and after treatment, color Doppler ultrasound of carotid artery was detected, and carotid intima-media thickness (IMT), plaque number, plaque area, plaque thickness and hemodynamics were recorded. Levels of nitric oxide (NO), endothelin-1 (ET-1), von Willebrand factor (vWF), soluble intercellular adhesion molecule-1 (sICAM-1), vascular endothelial growth factor (VEGF), matrix metalloproteinase-9 (MMP-9), triglyceride (TG), total cholesterol (TC), high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), whole-blood low-shear viscosity (LBV), whole-blood high-shear viscosity (HBV), plasma viscosity (PV), platelet aggregation rate (PAR), fibrinogen (FIB), homocysteine (Hcy), interleukin-6 (IL-6), IL-10, tumor necrosis factor-<italic>α</italic> (TNF-<italic>α</italic>), serum superoxide dismutase (SOD), malondialdehyde (MDA), oxidized low density lipoprotein (ox LDL) and circulating glutathione peroxidase (GSH-Px) were detected before and after treatment. And the safety was evaluated. Result:After treatment, IMT, number, area and thickness of plaque in observation group were less than those in control group (<italic>P</italic><0.01). Peak systolic velocity and end diastolic velocity in observation group were higher than those in control group (<italic>P</italic><0.01), while pulsatility index and resistance index were lower than those in control group (<italic>P</italic><0.01). And levels of ET-1, vWF, sICAM-1, VEGF, MMP-9, TG, TC, LDL-C, LBV, HBV, PV, PAR, FIB, Hcy, IL-6, TNF-<italic>α</italic>, MDA and ox-LDL were lower than those in control group (<italic>P</italic><0.01), whereas levels of NO, HDL-C, IL-10, SOD and GSH-Px were higher than those in control group (<italic>P</italic><0.01). And there was no adverse reaction caused by traditional Chinese medicine. Conclusion:Modified Danshenyin and Erchentang can reduce plaque, improve hemodynamics and hemorheology, and regulate blood lipid metabolism and vascular endothelial factor, with anti-inflammatory and anti-oxidation damages. It can protect vascular intima, and inhibit the occurrence and development of CAS, with a safety in clinical use.

6.
J Altern Complement Med ; 26(8): 729-737, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32614604

ABSTRACT

Objectives: The aim of this study was to establish a quantitative syndrome differentiation model with logistic regression analysis for phlegm and blood stasis syndrome (PBSS) in coronary heart disease (CHD) to offer methodology guidance for the quantitative syndrome differentiation of Traditional Chinese Medicine (TCM). Design: Tongue, face, and pulse information of each subject was obtained using the TCM-intelligent diagnosis instruments. Logistic regression model was used to construct the syndrome diagnosis model. The area under receiver operating characteristic curve (ROC-AUC) was used to evaluate the diagnostic value of the model. Subjects: Among the 141 subjects, 83 belonged to the PBSS group, and 58 belonged to the non-PBSS group. Results: The independent indexes used to predict PBSS in patients with CHD were length of the crack (LC) (p = 0.002), number of ecchymosis (NE) (p < 0.001), length of philtrum (LEP) (p = 0.022), and right hand pulse h1 (Rh1) (p = 0.021). The expression of combining predictor L in this study was L = LC +57.58 NE +4.53 LEP +2.68 Rh1. The ROC curve analysis indicated that the AUC values of LC, NE, LEP, and Rh1 were 0.646, 0.710, 0.619, and 0.613, respectively. The AUC = 0.825 of the syndrome diagnosis model was the largest. Conclusions: The quantitative study of TCM syndrome based on logistic regression analysis provides a good method for the objective analysis and application of TCM syndrome.


Subject(s)
Coronary Disease/diagnosis , Coronary Disease/metabolism , Medicine, Chinese Traditional/methods , Mucus/metabolism , Adult , Biophysical Phenomena , Blood Circulation , Case-Control Studies , Diagnosis, Differential , Female , Humans , Male , Middle Aged , Pilot Projects , Sputum/metabolism , Syndrome
7.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-801969

ABSTRACT

Objective: To discuss the effect of Peiyuan Tongnao capsules on neurological impairment of patients with ischemic stroke at convalescence, and discuss the mechanism of action in microcirculation improvement, anti-inflammation and neuroprotection. Method: One hundred and thirty one patients were randomly divided into control group (66 cases) and observation group (65 cases) by random number table. Patients in control group were given aspirin enteric-coated tablets, 0.1 g/day, simvastatin tablets, 10 mg/days, and treated by percutaneous nerve electrical stimulator for 30 times, 30 min/time, 1 time/day, 5 times/week. In addition of the therapy in control group, patients in observation group were also given Peiyuan Tongnao capsules, 3 grains/time, 3 times/days. A course of treatment was 12 weeks. Before treatment, and at the 4th, 8th and 12th weeks, neurological deficits in the national institutes of health (NIHSS), activity of daily life scale (ADL), berg balance scale (BBA), fugl-meyer scale (FMA) and traditional Chinese medicine (TCM) syndromes were scored. And levels of brain-derived neurotrophic factor (BDNF), neuron-specific enolase (NSE), interleukin-6 (IL-6), tumor necrosis factor-alpha (TNF-α), homocysteine (Hcy) and serum cystatin C (Cys-C) and hemorheological indicators whole blood viscosity, high shear rate, low shear rate, reduced viscosity, plasma viscosity, platelet aggregation rate, fibrinogen (FIB) and blood sedimentation rate (ESR)were detected. Result: At the 8th and 12th week after treatment, score of NIHSS in observation group was lower than that in control group (PPPα, Hcy, Cys-C and hemorheological indices were all lower than those in control group (PPConclusion: Peiyuan Tongnao capsules can promote the recovery of neurological impairment at recovery period of ischemic stroke, regulate inflammatory factors, improve blood rheology, protect neural function, and improve the effect of routine western medicine rehabilitation therapy.

8.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-752171

ABSTRACT

Objectives: To strengthen the causal link between TCM syndrome differentiation and curative effect of stableangina through standardized evidence-based design, measurement and evaluation methods, so as to improve the clinicalevidence of TCM. Methods: Under the framework of the top-level parental design, this study aims at the research purposeof early intervention of TCM in patients with stable angina, and adopts a multicenter practical randomized controlled trial.This study adopts superior design and refines the design points of clinical trials in terms of subject selection, interventionsetting, index system construction, sample size estimation, safety observation, and quality control. Results: The nationalkey research and development plan project, "Study on Evidence-based Optimization of TCM Syndrome and TreatmentProtocol of Stable Angina Pectoris and Cross-Boundary Syndrome"indicated that the clinical research design ofevidence-based medicine and TCM differentiation and treatment was improved. Conclusions: The practical RCT designcan fully reflect the characteristics of TCM differentiation and treatment. The evidence-based design of TCM can providemethodological support for improving the quality of evidence.

9.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-581197

ABSTRACT

Objective To explore the relationship of apolipoprotein E(ApoE) and its gene polymorphism with phlegm and blood stasis syndrome in patients with coronary heart disease(CHD).Methods Ninety-seven qualified CHD patients involving phlegm syndrome(PS),blood-stasis syndrome(BSS),and phlegm and blood stasis syndrome(PBSS) were adopted.Thirty-five healthy volunteers were enrolled into the control group.Serum ApoE level was examined in all of the subjects,and their whole blood DNA were extracted for the detection of ApoE gene polymorphism by polymerase chain reaction-restriction fragment length polymorphism(PCR-RFLP).Correlation analysis of the data was performed with SPSS11.0 software.Results The difference of diabetes mellitus,smoking,low-density lipoprotein cholesterol(LDL-C) and high-density lipoprotein cholesterol(HDL-C) was significant between CHD patients and healthy volunteers(P

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