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Zhuang W, Zou Y, Huang J, Shao J, Zhao S, Ma S, Liu T, Wang L. Deciphering feedback regulation of prostaglandin F2α in blood stasis syndrome using nitrogen-doped porous transition metal carbides. Mikrochim Acta 2024; 191:231. [PMID: 38565795 DOI: 10.1007/s00604-024-06312-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 03/13/2024] [Indexed: 04/04/2024]
Abstract
Blood stasis syndrome (BSS) has persistent health risks; however, its pathogenesis remains elusive. This obscurity may result in missed opportunities for early intervention, increased susceptibility to chronic diseases, and reduced accuracy and efficacy of treatments. Metabolomics, employing the matrix-assisted laser desorption/ionization (MALDI) strategy, presents distinct advantages in biomarker discovery and unraveling molecular mechanisms. Nonetheless, the challenge is to develop efficient matrices for high-sensitivity and high-throughput analysis of diverse potential biomarkers in complex biosamples. This work utilized nitrogen-doped porous transition metal carbides and nitrides (NP-MXene) as a MALDI matrix to delve into the molecular mechanisms underlying BSS pathogenesis. Structural optimization yielded heightened peak sensitivity (by 1.49-fold) and increased peak numbers (by 1.16-fold) in clinical biosamples. Validation with animal models and clinical serum biosamples revealed significant differences in metabolic fingerprints between BSS and control groups, achieving an overall diagnostic efficacy of 0.905 (95% CI, 0.76-0.979). Prostaglandin F2α was identified as a potential biomarker (diagnostics efficiency of 0.711, specificity = 0.7, sensitivity = 0.6), and pathway enrichment analysis disclosed disruptions in arachidonic acid metabolism in BSS. This innovative approach not only advances comprehension of BSS pathogenesis, but also provides valuable insights for personalized treatment and diagnostic precision.
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Affiliation(s)
- Wei Zhuang
- Affiliated Hospital of Medical School, Jinling Hospital, Nanjing University, Nanjing, China
| | - Ying Zou
- Affiliated Hospital of Medical School, Jinling Hospital, Nanjing University, Nanjing, China
| | - Jinyi Huang
- Jinling Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, China
| | - Jiaqing Shao
- Affiliated Hospital of Medical School, Jinling Hospital, Nanjing University, Nanjing, China
| | - Shan Zhao
- Affiliated Hospital of Medical School, Jinling Hospital, Nanjing University, Nanjing, China
| | - Sai Ma
- Affiliated Hospital of Medical School, Jinling Hospital, Nanjing University, Nanjing, China
| | - Tingsong Liu
- Affiliated Hospital of Medical School, Jinling Hospital, Nanjing University, Nanjing, China.
| | - Lei Wang
- Affiliated Hospital of Medical School, Jinling Hospital, Nanjing University, Nanjing, China.
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Giese N, Heirs MK. Development of Provisional Acupuncture Guidelines for Pelvic Pain in Endometriosis Using an e-Delphi Consensus Process. JOURNAL OF INTEGRATIVE AND COMPLEMENTARY MEDICINE 2023; 29:169-180. [PMID: 36454211 PMCID: PMC10039271 DOI: 10.1089/jicm.2022.0659] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Introduction: Growing evidence suggests that acupuncture can improve pelvic pain in women with endometriosis. The treatments used in research vary considerably. It remains unclear which treatment could be recommended for clinical practice. This research project aimed at clarifying how acupuncture could be used when treating this condition. Methods: This research comprised two phases: a systematized literature review to extract acupuncture treatment details from published research, and an e-Delphi study to gain knowledge about details as used by expert acupuncturists. Review: Four databases were searched using predefined eligibility criteria. Data were extracted based on the STandards for Reporting Interventions in Clinical Trials of Acupuncture (STRICTA) criteria. e-Delphi: Purposeful sampling from colleagues and international experts. An open first round gathered qualitative data, analyzed with the Framework method. In rounds 2 and 3, experts rated statements to build group consensus, defined as a rating of ≥5 on a 7-point Likert scale by ≥70% of the experts. The strength of agreement was graded using the median score and interquartile range. Results from the literature review and the e-Delphi were compared using the STRICTA items. Results: The literature review (n = 29 unique studies) found a wide range of treatment details with little agreement. The e-Delphi of international experts (n = 20) resulted in agreement on 94 statements (such as key factors for effectiveness); disagreement on a further 29 (such as acupressure); and absence of consensus on 55 statements (such as the number of needle insertions). A comparison of the review and e-Delphi results found little agreement. Conclusions: Details of acupuncture treatment for endometriosis-related pelvic pain were presented. In the absence of acupuncture guidelines for this condition, the researchers of this e-Delphi recommend using the treatment details on which experts agreed as guidance for good practice. The effectiveness of these guidelines should be evaluated in future research. Study registration: Deutsches Register Klinischer Studien, DRKS00022215, June 30, 2020, retrospectively registered.
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Affiliation(s)
- Nora Giese
- Department of Advanced Oriental Medicine, Northern College of Acupuncture, York, United Kingdom
- Praxis für Chinesische Medizin, Bonn, Germany
| | - Morag K Heirs
- Department of Advanced Oriental Medicine, Northern College of Acupuncture, York, United Kingdom
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Park MS, Kim J, Kim KH, Yoo HR, Chae I, Lee J, Joo IH, Kim DH. Modern concepts and biomarkers of blood stasis in cardio- and cerebrovascular diseases from the perspectives of Eastern and Western medicine: a scoping review protocol. JBI Evid Synth 2023; 21:214-222. [PMID: 35946908 DOI: 10.11124/jbies-22-00020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
OBJECTIVE The objective of this review is to provide a modern definition and identify potential biomarkers of blood stasis in cardio- and cerebrovascular diseases by mapping, comparing, and combining Eastern and Western concepts. INTRODUCTION Blood stasis is a pathological concept found in both Eastern and Western medical literature. In traditional East Asian medicine, blood stasis is a differential syndrome characterized by stagnant blood flow in various parts of the body. Similarly, in Western medicine, various diseases, especially cardio- and cerebrovascular diseases, are known to be accompanied by blood stasis. Numerous scientific studies on blood stasis have been conducted over the last decade, and there is a need to synthesize those results. INCLUSION CRITERIA We will use the keywords "blood stasis," "blood stagnation," "blood stagnant," and "blood congestion" in 3 electronic databases: PubMed, Cochrane CENTRAL, and Google Scholar. In addition, we will use the keywords "어혈" and "혈어" in 4 Korean electronic databases (ie, NDSL, OASIS, KISS, and DBpia). Peer-reviewed articles published from 2010 to the present that focus on blood stasis in cardio- and cerebrovascular diseases in human subjects according to the International Classification of Diseases 11 th revision categories BA00-BE2Z, 8B00-8B2Z, 8E64, and 8E65 will be included. Reviews, opinion articles, in vivo, in vitro, and in silico preclinical studies will be excluded. METHODS We will follow the frameworks by Arksey and O'Malley and Levac et al. as well as JBI guidelines and the Preferred Reporting Items for Systematic Reviews and Meta-Analysis extension for Scoping Reviews. Two reviewers will independently search and screen titles and abstracts followed by full-text screening of eligible studies. If there are discrepancies between the 2 reviewers, a third reviewer will be consulted to make the final decision. We will use descriptive narrative, tabular, and graphical displays, and content analysis to present the results. SCOPING REVIEW REGISTRATION Open Science Framework https://osf.io/gv4ym.
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Affiliation(s)
- Miso S Park
- Clinical Trial Center, Daejeon Korean Medicine Hospital of Daejeon University, Daejeon, Republic of Korea.,Department of Cardiology and Neurology of Korean Medicine, College of Korean Medicine, Daejeon University, Daejeon, Republic of Korea
| | - Jihye Kim
- Digital Clinical Research Division, Korea Institute of Oriental Medicine, Daejeon, Republic of Korea
| | - Keun Ho Kim
- Digital Clinical Research Division, Korea Institute of Oriental Medicine, Daejeon, Republic of Korea
| | - Ho-Ryong Yoo
- Clinical Trial Center, Daejeon Korean Medicine Hospital of Daejeon University, Daejeon, Republic of Korea.,Department of Cardiology and Neurology of Korean Medicine, College of Korean Medicine, Daejeon University, Daejeon, Republic of Korea
| | - Incheol Chae
- Department of Cardiology and Neurology of Korean Medicine, College of Korean Medicine, Daejeon University, Daejeon, Republic of Korea
| | - Juho Lee
- Data Convergence Drug Research Center, Korea Research Institute of Chemical Technology (KRICT), University of Science and Technology (UST), Republic of Korea
| | - In Hwan Joo
- Department of Pathology, Daejeon University College of Korean Medicine, Daejeon, Republic of Korea
| | - Dong Hee Kim
- Department of Pathology, Daejeon University College of Korean Medicine, Daejeon, Republic of Korea
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Qi G, Xu Z, Dan H, Jia X, Jiang Q, Zhang A, Li Z, Liu X, Ma J, Zheng X, Li Z. A Complex Heterogeneous Network Model of Disease Regulated by Noncoding RNAs: A Case Study of Unstable Angina Pectoris. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022; 2022:5852089. [PMID: 36590836 PMCID: PMC9803582 DOI: 10.1155/2022/5852089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 11/27/2022] [Accepted: 12/02/2022] [Indexed: 12/24/2022]
Abstract
MicroRNAs (miRNAs) are important types of noncoding RNAs, and there is a lack of holistic and systematic understanding of the functions they play in disease. We proposed a research strategy, including two parts network analysis and network modelling, to analyze, model, and predict the regulatory network of miRNAs from a network perspective, using unstable angina pectoris as an example. In the network analysis section, we proposed the WGCNA & SimCluster method using both correlation and similarity to find hub miRNAs, and validation on two datasets showed better results than the methods using correlation or similarity alone. In the network modelling section, we used six knowledge graph or graph neural network models for link prediction of three types of edges and multilabel classification of two types of nodes. Comparative experiments showed that the RotatE model was a good model for link prediction, while the RGCN model was the best model for multilabel classification. Potential target genes were predicted for hub miRNAs and validation of hub miRNA-target gene interactions, target genes as biomarkers and target gene functions were performed using a three-step validation approach. In conclusion, our study provides a new strategy to analyze and model miRNA regulatory networks.
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Affiliation(s)
- Guanpeng Qi
- School of Pharmacy, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Ze Xu
- School of Pharmacy, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Hanyu Dan
- School of Medical Devices, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Xiangnan Jia
- School of Medical Devices, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Qiang Jiang
- School of Medical Devices, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Aijun Zhang
- School of Pharmacy, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Zhaohang Li
- School of Pharmacy, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Xin Liu
- School of Life Sciences and Biopharmaceuticals, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Juman Ma
- School of Life Sciences and Biopharmaceuticals, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Xiaosong Zheng
- School of Medical Devices, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Zuojing Li
- School of Medical Devices, Shenyang Pharmaceutical University, Shenyang 110016, China
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Liu T, Qin M, Xiong X, Lai X, Gao Y. Multi-omics approaches for deciphering the complexity of traditional Chinese medicine syndromes in stroke: A systematic review. Front Pharmacol 2022; 13:980650. [PMID: 36147315 PMCID: PMC9489218 DOI: 10.3389/fphar.2022.980650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 08/08/2022] [Indexed: 12/03/2022] Open
Abstract
Background: Deciphering the biological basis of traditional Chinese medicine (TCM) syndromes in complex diseases is challenging. Rapid advances in multi-omics approaches provide new opportunities to unveil the biological basis of TCM syndromes. We intend to summarize the latest significant progress and highlight the crucial value of applying multi-omics approaches to reveal TCM syndromes of stroke in a new horizon. Methods: We systematically searched PubMed, EMBASE, Web of Science Core Collection (WOSCC), Cochrane Library, China National Knowledge Infrastructure (CNKI), Chinese Science and Technology Periodical Database (VIP), Wanfang database and China Biology Medicine Database (SinoMed) for relevant studies from their inception to 31 March 2022, and conducted a comprehensive systematic review (PROSPERO registration number: CRD42021285922). Results: A total of 43 relevant studies were included in the final systematic review, genomics, transcriptomics, proteomics, and metabolomics were all involved. Some gene polymorphisms, differential lncRNAs, mRNAs, miRNAs, proteins, and metabolites may be associated with TCM syndromes of stroke. In addition, some studies conducted a preliminary exploration on the different diseases with the same TCM syndrome. The results showed that thioredoxin-dependent peroxidase reductase may be the specific marker protein of Liver-yang transforming into wind syndrome, and the network formed by mir-146b-5p, -199a-5p, and 23 targeted mRNAs may be the biomarker of Blood-stasis syndrome. Conclusion: Multi-omics technologies have served as powerful tools to investigate the complexity of TCM syndromes and may hold the promise of promoting the modernization of TCM as well as personalized medicine of TCM in stroke.
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Affiliation(s)
- Tingting Liu
- Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing, China
- Department of Neurology, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
- Beijing University of Chinese Medicine, Beijing, China
| | - Mingzhen Qin
- Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing, China
- Department of Neurology, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
- Beijing University of Chinese Medicine, Beijing, China
| | - Xuejiao Xiong
- Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing, China
- Department of Neurology, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
- Beijing University of Chinese Medicine, Beijing, China
| | - Xinxing Lai
- Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing, China
- Department of Neurology, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Ying Gao
- Institute for Brain Disorders, Beijing University of Chinese Medicine, Beijing, China
- Department of Neurology, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
- Chinese Medicine Key Research Room of Brain Disorders Syndrome and Treatment of the National Administration of Traditional Chinese Medicine, Beijing, China
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Chen J, Cao D, Jiang S, Liu X, Pan W, Cui H, Yang W, Liu Z, Jin J, Zhao Z. Triterpenoid saponins from Ilex pubescens promote blood circulation in blood stasis syndrome by regulating sphingolipid metabolism and the PI3K/AKT/eNOS signaling pathway. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2022; 104:154242. [PMID: 35728385 DOI: 10.1016/j.phymed.2022.154242] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 05/27/2022] [Accepted: 06/04/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Blood stasis syndrome (BSS) is a severe disorder involving disturbances in glycerophosphocholine metabolism. Ilex pubescens (IP) can regulate the levels of lipids, such as lysophosphatidylcholine (LPC) and lysophosphatidylethanolamine (LPE); however, the main active constituent of IP and its corresponding mechanism in BSS treatment are still unclear. PURPOSE To explore the mechanisms by which triterpenoid saponins of IP (IPTS) promote blood circulation using system pharmacology-based approaches. METHODS Sprague-Dawley (SD) rat BSS model was prepared by oral administration of IPTS for 7 days followed by adrenaline hydrochloride injection before immersion in ice water. Coagulation parameters in plasma and thromboxane B2 (TXB2), endothelin (ET) and 6-keto-PGF1α in serum were measured. The possible influence on abdominal aortas was evaluated by histopathology assessment. Human vein endothelial cells (HUVECs) were incubated with ox-LDL, and the effects of IPTS on cell viability and LDH release were investigated. UPLC-QTOF-MS/MS was used for metabolic profile analysis of lipid-soluble components in rat plasma and intracellular metabolites in HUVECs. Network pharmacology was used to predict the relevant targets and model pathways of BSS and the main components of IPTS. Molecular docking, molecular dynamics (MD) simulation and biochemical assays were used to predict molecular interactions between the active components of IPTS and target proteins. RT-PCR was used to detect the mRNA level of target proteins. Western blotting and immunohistochemistry (IHC) were used to verify the mechanisms by which IPTS promotes blood circulation in BSS. RESULTS IPTS improved blood biochemical function in the process of BSS and played a role in vascular protection and maintenance of the normal morphology of blood vessels. Furthermore, metabolite pathways involved in steroid biosynthesis and sphingolipid metabolism were significantly perturbed. Both metabolomics analysis and network pharmacology results showed that IPTS ameliorates vascular injury and that lipid accumulation may be mediated by PI3K/AKT signaling pathway activation. MD simulation and enzyme inhibitory activity results suggested that the main components of IPTS can form stable complexes with PI3K, AKT and eNOS and that the complexes have significant binding affinity. PI3K, AKT, p-AKT, and eNOS mRNA and protein levels were considerably elevated in the IPTS-treated group. Thus, IPTS protects the vasculature by regulating the PI3K/AKT signaling pathway, activating eNOS and increasing the release of NO. CONCLUSION A possible mechanism by which IPTS prevents BSS is proposed: IPTS can promote blood circulation by modulating sphingolipid metabolism and activating the PI3K/AKT/eNOS signaling pathways.
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Affiliation(s)
- Jie Chen
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Di Cao
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China; School of Pharmacy, Wannan Medical College, Anhui, 241002, China
| | - Shiqin Jiang
- School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, China
| | - Xia Liu
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Wencong Pan
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Hui Cui
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Weiqun Yang
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Zhongqiu Liu
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Jing Jin
- School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, China.
| | - Zhongxiang Zhao
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou 510006, China.
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Ye X, Ren H, Jiang T, Zhang T, Li G. Effect of diabetes blood-stasis syndrome and Xuefu Zhuyu decoction on ERK1/2-VEGF signal pathway in rat retina Müller cells. Histol Histopathol 2022; 37:757-767. [PMID: 35112334 DOI: 10.14670/hh-18-427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
AIMS This research was aimed to investigate whether diabetic blood-stasis syndrome had a relationship with ERK1/2-VEGF signaling pathway in rat retina Müller cells and Traditional Chinese Drugs designed for promoting blood circulation to remove blood stasis had effectiveness for diabetic retinopathy (DR) treatment. METHODS Immunofluorescence was applied to determine purity of Müller cells. Müller cells were stimulated by blood serum obtained from rats with blood-stasis syndrome and then treated by Xuefu Zhuyu decoction. Western blot analysis, RT-PCR and ELISA were used to measure the expression of VEGF. Western blot analysis was used to determine the phosphorylation of ERK1/2. The status of AP-1 DNA binding activity was monitored by electrophoretic mobility shift assay (EMSA). RESULTS Stimulation of Müller cells by blood serum of rat with diabetic blood stasis increased the secretion of VEGF, activated ERK1/2 and AP-1 DNA-binding activity. And treatment of Xuefu Zhuyu decoction could weaken this phenomenon. What's more, ERK1/2 signaling pathway inhibitor U0126 also could inhibit the expression of VEGF. CONCLUSIONS Diabetic blood-stasis syndrome in theory of traditional Chinese Medicine has positive role in regulating ERK1/2-VEGF signaling pathway. Traditional Chinese drugs for promoting blood circulation to remove blood stasis would be an effective therapy to treat DR.
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Affiliation(s)
- Xiaofeng Ye
- Eye Institute, EENT Hospital, Fudan University, Shanghai, China.
| | - Hui Ren
- Eye Institute, EENT Hospital, Fudan University, Shanghai, China
| | - Tingting Jiang
- Eye Institute, EENT Hospital, Fudan University, Shanghai, China
| | - Ting Zhang
- Eye Institute, EENT Hospital, Fudan University, Shanghai, China
| | - Gang Li
- Laboratory of Center, EENT Hospital, Fudan University, Shanghai, China
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Birch S, Alraek T, Lee MS, Lee JA, Kim TH. Understanding blood stasis in traditional East Asian medicine: a comparison of Asian and Western sources. Eur J Integr Med 2021. [DOI: 10.1016/j.eujim.2021.101341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Differences in MicroRNA Expression in Chronic Hepatitis B Patients with Early Liver Fibrosis Based on Traditional Chinese Medicine Syndromes. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2020; 2020:5956940. [PMID: 33178319 PMCID: PMC7648684 DOI: 10.1155/2020/5956940] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 08/15/2020] [Accepted: 09/17/2020] [Indexed: 12/14/2022]
Abstract
The aim of this study was to determine if microRNA (miRNA) expression is different among chronic hepatitis B (CHB) patients with early liver fibrosis classified according to traditional Chinese medicine (TCM) syndromes. Eighteen CHB-fibrosis patients and 12 CHB patients without fibrosis were enrolled. The CHB-fibrosis group included 9 patients with the TCM syndrome of Ganyu Pixu Xueyu (GYPXXY), characterized by liver stagnation, spleen deficiency, and blood stasis, and 9 patients with the TCM syndrome of Qixu Xueyu (QXXY), characterized by deficiency of qi, blood, and blood stasis. Agilent miRNA microarray was performed first in liver specimens to determine whether miRNA expression is different in patients with these two TCM syndromes of CHB-fibrosis. Gene Ontology (GO) analysis and KEGG analysis were applied to determine the roles of the differentially expressed miRNAs. QRT-PCR was performed to validate the Agilent miRNA microarray results. Compared with GYPXXY patients, 6 differentially expressed miRNAs were upregulated (miR-144-5p, miR-18a-5p, miR-148b-3p, miR-654-3p, miR-139-3p, and miR-24-1-5p) and 1 was downregulated (miR-6834-3p) in QXXY patients. According to qRT-PCR data, miR-144-5p and miR-654-3p were confirmed as upregulated in CHB-liver fibrosis patients compared to CHB patients without fibrosis, whereas the other 4 miRNAs were not significantly different. More importantly, miR-654-3p was confirmed to be significantly upregulated in QXXY patients compared with values in GYPXXY patients, whereas no significant difference was found in miR-144-5p. Moreover, the pathways of central carbon metabolism in cancer and cell cycle related to miR-654-3p and the target genes of PTEN and ATM were found to be different between QXXY patients and GYPXXY patients. These results indicate that there are different miRNAs, pathways, and target genes between QXXY patients and GYPXXY patients. However, due to the limited sample, whether miR-654-3p and the target genes PTEN and ATM could be molecular markers to differentiate TCM syndromes could not be established.
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The Discriminative Efficacy of Retinal Characteristics on Two Traditional Chinese Syndromes in Association with Ischemic Stroke. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2020; 2020:6051831. [PMID: 32308711 PMCID: PMC7136789 DOI: 10.1155/2020/6051831] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Revised: 01/10/2020] [Accepted: 02/14/2020] [Indexed: 12/19/2022]
Abstract
We aimed to investigate the efficacy of an objective method using AI-based retinal characteristic analysis to automatically differentiate between two traditional Chinese syndromes that are associated with ischemic stroke. Inpatient clinical and retinal data were retrospectively retrieved from the archive of our hospital. Patients diagnosed with cerebral infarction in the department of acupuncture and moxibustion between 2014 and 2018 were examined. Of these, the patients with Qi deficiency blood stasis syndrome (QDBS) and phlegm stasis in channels (PSIC) syndrome were selected. Those without retinal photos were excluded. To measure and analyze the patients' retinal vessel characteristics, we applied a patented AI-assisted automated retinal image analysis system developed by the Chinese University of Hong Kong. The demographic, clinical, and retinal information was compared between the QDBS and PSIC patients. The t-test and chi-squared test were used to analyze continuous data and categorical data, respectively. All the selected clinical information and retinal vessel measures were used to develop different discriminative models for QDBS and PSIC using logistic regression. Discriminative efficacy and model performances were evaluated by plotting a receiver operating characteristic curve. As compared to QDBS, the PSIC patients had a lower incidence of insomnia problems (46% versus 29% respectively, p=0.023) and a higher tortuosity index (0.45 ± 0.07 versus 0.47 ± 0.07, p=0.027). Moreover, the area under the curve of the logistic model showed that its discriminative efficacy based on both retinal and clinical characteristics was 86.7%, which was better than the model that employed retinal or clinical characteristics individually. Thus, the discriminative model using AI-assisted retinal characteristic analysis showed statistically significantly better performance in QDBS and PSIC syndrome differentiation among stroke patients. Therefore, we concluded that retinal characteristics added value to the clinical differentiation between QDBS and PSIC.
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Effect of diabetes blood-stasis syndrome and Xuefu Zhuyu decoction on ROS-ERK1/2 signaling pathway in rat retina Müller cells. Cytotechnology 2020; 72:303-314. [PMID: 32112164 DOI: 10.1007/s10616-020-00379-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Accepted: 02/17/2020] [Indexed: 12/20/2022] Open
Abstract
This research aimed to investigate whether diabetic blood-stasis syndrome had a relationship with ROS-ERK1/2 signaling pathway in rat retina Müller cells and explore the effects of traditional Chinese drugs designed for promoting blood circulation to remove blood stasis on diabetic retinopathy (DR) treatment. Immunofluorescence was applied to determine purity of Müller cells. The diabetes was induced in rats by streptozotocin (STZ). Müller cells were stimulated by blood serum obtained from rats with blood-stasis syndrome and then treated by Xuefu Zhuyu decoction. Kits for reactive oxygen species (ROS), superoxide dismutase (SOD) and glutathione (GSH) were used for corresponding detection. Western blot analysis was used to determine the phosphorylation of ERK1/2. The results indicated that stimulation of Müller cells by blood serum of rats with diabetic blood-stasis syndrome increased the expression of ROS, inhibited SOD and GSH, and activated ERK1/2 signaling pathway. Treatment of Xuefu Zhuyu decoction could weaken this phenomenon. What's more, similar effects of ERK1/2 inhibitor U0126 with Xuefu Zhuyu decoction proved the involvement of ERK1/2 signaling pathway. Therefore, our results suggested that traditional Chinese drugs for promoting blood circulation to remove blood stasis would be an effective therapy to treat DR.
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Huang YX, Xu DQ, Yue SJ, Chen YY, Tao HJ, Fu RJ, Xing LM, Wang T, Ma YL, Wang BA, Tang YP, Duan JA. Deciphering the Active Compounds and Mechanisms of Qixuehe Capsule on Qi Stagnation and Blood Stasis Syndrome: A Network Pharmacology Study. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE : ECAM 2020; 2020:5053914. [PMID: 32190085 PMCID: PMC7063220 DOI: 10.1155/2020/5053914] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 01/18/2020] [Accepted: 01/25/2020] [Indexed: 01/09/2023]
Abstract
BACKGROUND Qixuehe capsule (QXH), a Chinese patent medicine, has been demonstrated to be effective in the treatment of menstrual disorders. In traditional Chinese medicine (TCM) theory, qi stagnation and blood stasis syndrome (QS-BSS) is the main syndrome type of menstrual disorders. However, the pharmacodynamic effect of QXH in treating QS-BSS is not clear, and the main active compounds and underlying mechanisms remain unknown. METHODS A rat model of QS-BSS was established to evaluate the pharmacodynamic effect of QXH. Thereafter, a network pharmacology approach was performed to decipher the active compounds and underlying mechanisms of QXH. RESULTS QXH could significantly reduce the rising whole blood viscosity (WBV) and plasma viscosity (PV) but also normalize prothrombin time (PT), activated partial thromboplastin time (APTT), thrombin time (TT), and fibrinogen (FIB) content in QS-BSS rats. Based on partial least-squares-discriminant analysis (PLS-DA), the low-dose QXH-intervened (QXH-L) and the high-dose QXH-intervened (QXH-H) groups seemed the most effective by calculating the relative distance to normality. Through network pharmacology, QXH may improve hemorheological abnormality mainly via 185 compounds-51 targets-28 pathways, whereas 184 compounds-68 targets-28 pathways were associated with QXH in improving coagulopathy. Subsequently, 25 active compounds of QXH were verified by UPLC-Q/TOF-MS. Furthermore, 174 active compounds of QXH were shared in improving hemorheological abnormality and coagulopathy in QS-BSS, each of which can act on multiple targets to be mainly involved in complement and coagulation cascades, leukocyte transendothelial migration, PPAR signaling pathway, VEGF signaling pathway, and arachidonic acid metabolism. The attribution of active compounds indicated that Angelicae Sinensis Radix (DG), Paeoniae Radix Rubra (CS), Carthami Flos (HH), Persicae Semen (TR), and Corydalis Rhizoma (YHS) were the vital herbs of QXH in treating QS-BSS. CONCLUSION QXH can improve the hemorheology abnormality and coagulopathy of QS-BSS, which may result from the synergy of multiple compounds, targets, and pathways.
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Affiliation(s)
- Yu-Xi Huang
- Key Laboratory of Shaanxi Administration of Traditional Chinese Medicine for TCM Compatibility, State Key Laboratory of Research & Development of Characteristic Qin Medicine Resources (Cultivation), Shaanxi Key Laboratory of Chinese Medicine Fundamentals and New Drugs Research, Shaanxi Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Shaanxi University of Chinese Medicine, Xi'an 712046, China
- Oxford Chinese Medicine Research Centre, University of Oxford, Oxford, UK
| | - Ding-Qiao Xu
- Key Laboratory of Shaanxi Administration of Traditional Chinese Medicine for TCM Compatibility, State Key Laboratory of Research & Development of Characteristic Qin Medicine Resources (Cultivation), Shaanxi Key Laboratory of Chinese Medicine Fundamentals and New Drugs Research, Shaanxi Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Shaanxi University of Chinese Medicine, Xi'an 712046, China
| | - Shi-Jun Yue
- Key Laboratory of Shaanxi Administration of Traditional Chinese Medicine for TCM Compatibility, State Key Laboratory of Research & Development of Characteristic Qin Medicine Resources (Cultivation), Shaanxi Key Laboratory of Chinese Medicine Fundamentals and New Drugs Research, Shaanxi Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Shaanxi University of Chinese Medicine, Xi'an 712046, China
| | - Yan-Yan Chen
- Key Laboratory of Shaanxi Administration of Traditional Chinese Medicine for TCM Compatibility, State Key Laboratory of Research & Development of Characteristic Qin Medicine Resources (Cultivation), Shaanxi Key Laboratory of Chinese Medicine Fundamentals and New Drugs Research, Shaanxi Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Shaanxi University of Chinese Medicine, Xi'an 712046, China
| | - Hui-Juan Tao
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Jiangsu Key Laboratory for High Technology Research of TCM Formulae, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Rui-jia Fu
- Key Laboratory of Shaanxi Administration of Traditional Chinese Medicine for TCM Compatibility, State Key Laboratory of Research & Development of Characteristic Qin Medicine Resources (Cultivation), Shaanxi Key Laboratory of Chinese Medicine Fundamentals and New Drugs Research, Shaanxi Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Shaanxi University of Chinese Medicine, Xi'an 712046, China
| | - Li-Ming Xing
- Key Laboratory of Shaanxi Administration of Traditional Chinese Medicine for TCM Compatibility, State Key Laboratory of Research & Development of Characteristic Qin Medicine Resources (Cultivation), Shaanxi Key Laboratory of Chinese Medicine Fundamentals and New Drugs Research, Shaanxi Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Shaanxi University of Chinese Medicine, Xi'an 712046, China
| | - Taiyi Wang
- Oxford Chinese Medicine Research Centre, University of Oxford, Oxford, UK
| | - Yu-ling Ma
- Oxford Chinese Medicine Research Centre, University of Oxford, Oxford, UK
| | - Bao-An Wang
- Shaanxi Momentum Qixuehe Pharmaceutical Co., Ltd., Xi'an 712000, China
| | - Yu-Ping Tang
- Key Laboratory of Shaanxi Administration of Traditional Chinese Medicine for TCM Compatibility, State Key Laboratory of Research & Development of Characteristic Qin Medicine Resources (Cultivation), Shaanxi Key Laboratory of Chinese Medicine Fundamentals and New Drugs Research, Shaanxi Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Shaanxi University of Chinese Medicine, Xi'an 712046, China
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Jiangsu Key Laboratory for High Technology Research of TCM Formulae, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Jin-Ao Duan
- Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Jiangsu Key Laboratory for High Technology Research of TCM Formulae, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, China
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13
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Kalani MYS, Alsop E, Meechoovet B, Beecroft T, Agrawal K, Whitsett TG, Huentelman MJ, Spetzler RF, Nakaji P, Kim S, Van Keuren-Jensen K. Extracellular microRNAs in blood differentiate between ischaemic and haemorrhagic stroke subtypes. J Extracell Vesicles 2020; 9:1713540. [PMID: 32128071 PMCID: PMC7034450 DOI: 10.1080/20013078.2020.1713540] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 12/19/2019] [Accepted: 12/23/2019] [Indexed: 02/07/2023] Open
Abstract
Rapid identification of patients suffering from cerebral ischaemia, while excluding intracerebral haemorrhage, can assist with patient triage and expand patient access to chemical and mechanical revascularization. We sought to identify blood-based, extracellular microRNAs 15 (ex-miRNAs) derived from extracellular vesicles associated with major stroke subtypes using clinical samples from subjects with spontaneous intraparenchymal haemorrhage (IPH), aneurysmal subarachnoid haemorrhage (SAH) and ischaemic stroke due to cerebral vessel occlusion. We collected blood from patients presenting with IPH (n = 19), SAH (n = 17) and ischaemic stroke (n = 21). We isolated extracellular vesicles from plasma, extracted RNA cargo, 20 sequenced the small RNAs and performed bioinformatic analyses to identify ex-miRNA biomarkers predictive of the stroke subtypes. Sixty-seven miRNAs were significantly variant across the stroke subtypes. A subset of exmiRNAs differed between haemorrhagic and ischaemic strokes, and LASSO analysis could distinguish SAH from the other subtypes with an accuracy of 0.972 ± 0.002. Further analyses predicted 25 miRNA classifiers that stratify IPH from ischaemic stroke with an accuracy of 0.811 ± 0.004 and distinguish haemorrhagic from ischaemic stroke with an accuracy of 0.813 ± 0.003. Blood-based, ex-miRNAs have predictive value, and could be capable of distinguishing between major stroke subtypes with refinement and validation. Such a biomarker could one day aid in the triage of patients to expand the pool eligible for effective treatment.
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Affiliation(s)
- M Yashar S Kalani
- Departments of Neurological Surgery and Neuroscience, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Eric Alsop
- Division of Neurogenomics, The Translational Genomics Research Institute, Phoenix, AZ, USA
| | - Bessie Meechoovet
- Division of Neurogenomics, The Translational Genomics Research Institute, Phoenix, AZ, USA
| | - Taylor Beecroft
- Division of Neurogenomics, The Translational Genomics Research Institute, Phoenix, AZ, USA
| | - Komal Agrawal
- Division of Neurogenomics, The Translational Genomics Research Institute, Phoenix, AZ, USA
| | | | - Matthew J Huentelman
- Division of Neurogenomics, The Translational Genomics Research Institute, Phoenix, AZ, USA
| | - Robert F Spetzler
- Department of Neurological Surgery, Barrow Neurological Institute, Phoenix, AZ, USA
| | - Peter Nakaji
- Department of Neurosurgery, Banner Heath and University of Arizona College of Medicine, Phoenix, AZ, USA
| | - Seungchan Kim
- Center for Computational Systems Biology, Department of Electrical and Computer Engineering, Roy G. Perry College of Engineering, Prairie View A & M University, Prairie View, TX, USA
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14
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Four Subgroups of Blood Stasis Syndrome Are Identified by Manifestation Cluster Analysis in Males. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2019; 2019:2647525. [PMID: 31360206 PMCID: PMC6644214 DOI: 10.1155/2019/2647525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Revised: 05/23/2019] [Accepted: 06/23/2019] [Indexed: 11/17/2022]
Abstract
Blood stasis syndrome (BSS) is an important pathological condition in traditional East Asian medicine and is associated with ischemic heart disease, cerebral vascular accident, diabetes mellitus, chronic renal failure, severe traumatic injury, and dysmenorrhea. However, previous studies have been unable to reveal the clinical and biological characteristics or biological markers of BSS. We hypothesized that the heterogeneity among the manifestations of BSS or non-BSS could interfere with an analysis to describe the characteristics of BSS. In this study, male participants based on the severity of BSS-associated symptoms and signs were clustered and classified into four subgroups: BSS subgroups (1), (2), (3), and (4). Non-BSS core subgroup was redefined using manifestation cluster analysis. Biological characteristics of subgroups BSS(1) and BSS(2) belong to the range of the non-BSS core subgroup (1), whereas that of subgroups BSS(3) and BSS(4) are characterized by different biological parameters such as systemic inflammatory conditions and elevated D-dimer level. Our results suggested that patients in subgroups of BSS(3) and BSS(4) are more likely to be exposed in an inflammatory state than other BSS subgroups. We found the heterogeneity among the manifestations which could mask the characteristics of BSS and identified the clinical and biological profiles of the four BSS subgroups through comparisons of the redefined non-BSS and BSS subgroups. This finding could provide accurate diagnostic criteria and new approaches for BSS treatments in different subgroups.
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15
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Hao M, Ji D, Li L, Su L, Gu W, Gu L, Wang Q, Lu T, Mao C. Mechanism of Curcuma wenyujin Rhizoma on Acute Blood Stasis in Rats Based on a UPLC-Q/TOF-MS Metabolomics and Network Approach. Molecules 2018; 24:molecules24010082. [PMID: 30591632 PMCID: PMC6337646 DOI: 10.3390/molecules24010082] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2018] [Revised: 12/21/2018] [Accepted: 12/23/2018] [Indexed: 12/12/2022] Open
Abstract
Rhizome of Curcuma wenyujin, which is called EZhu in China, is a traditional Chinese medicine used to treat blood stasis for many years. However, the underlying mechanism of EZhu is not clear at present. In this study, plasma metabolomics combined with network pharmacology were used to elucidate the therapeutic mechanism of EZhu in blood stasis from a metabolic perspective. The results showed that 26 potential metabolite markers of acute blood stasis were screened, and the levels were all reversed to different degrees by EZhu preadministration. Metabolic pathway analysis showed that the improvement of blood stasis by Curcuma wenyujin rhizome was mainly related to lipid metabolism (linoleic acid metabolism, ether lipid metabolism, sphingolipid metabolism, glycerophospholipid metabolism, and arachidonic acid metabolism) and amino acid metabolisms (tryptophan metabolism, lysine degradation). The component-target-pathway network showed that 68 target proteins were associated with 21 chemical components in EZhu. Five metabolic pathways of the network, including linoleic acid metabolism, sphingolipid metabolism, glycerolipid metabolism, arachidonic acid metabolism, and steroid hormone biosynthesis, were consistent with plasma metabolomics results. In conclusion, plasma metabolomics combined with network pharmacology can be helpful to clarify the mechanism of EZhu in improving blood stasis and to provide a literature basis for further research on the therapeutic mechanism of EZhu in clinical practice.
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Affiliation(s)
- Min Hao
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China.
| | - De Ji
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China.
| | - Lin Li
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China.
| | - Lianlin Su
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China.
| | - Wei Gu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China.
| | - Liya Gu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China.
| | - Qiaohan Wang
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China.
| | - Tulin Lu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China.
| | - Chunqin Mao
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China.
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16
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Chen R, Chen M, Xiao Y, Liang Q, Cai Y, Chen L, Fang M. Bioinformatics analysis of microRNAs related to blood stasis syndrome in diabetes mellitus patients. Biosci Rep 2018; 38:BSR20171208. [PMID: 29437903 PMCID: PMC5861324 DOI: 10.1042/bsr20171208] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Revised: 02/01/2018] [Accepted: 02/01/2018] [Indexed: 12/26/2022] Open
Abstract
In traditional Chinese medicine (TCM), blood stasis syndrome (BSS) is mainly manifested by the increase of blood viscosity, platelet adhesion rate and aggregation, and the change of microcirculation, resulting in vascular endothelial injury. It is an important factor in the development of diabetes mellitus (DM). The aim of the present study was to screen out the potential candidate microRNAs (miRNAs) in DM patients with BSS by high-throughput sequencing (HTS) and bioinformatics analysis. Human umbilical vein endothelial cells (HUVECs) were incubated with 10% human serum to establish models of DM with BSS, DM without BSS (NBS), and normal control (NC). Total RNA of each sample was extracted and sequenced by the Hiseq2000 platform. Differentially expressed miRNAs (DE-miRNAs) were screened between samples and compared with known changes in mRNA abundance. Target genes of miRNAs were predicted by softwares. Gene Ontology (GO) and pathway enrichment analysis of the target genes were conducted. According to the significantly enriched GO annotations and pathways (P-value ≤ 0.001), we selected the key miRNAs of DM with BSS. It showed that the number of DE-miRNAs in BSS was 32 compared with non-blood stasis syndrome (NBS) and NC. The potential candidate miRNAs were chosen from GO annotations in which target genes were significantly enriched (-log10 (P-value) > 5), which included miR-140-5p, miR-210, miR-362-5p, miR-590-3p, and miR-671-3p. The present study screened out the potential candidate miRNAs in DM patients with BSS by HTS and bioinformatics analysis. The miRNAs will be helpful to provide valuable suggestions on clinical studies of DM with BSS at the gene level.
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Affiliation(s)
- Ruixue Chen
- School of Chinese Medicine, Jinan University, Guangzhou, Guangdong 510632, China
| | - Minghao Chen
- Reproductive Center, Guangdong Women and Children Hospital, Guangzhou, Guangdong 511400, China
| | - Ya Xiao
- School of Chinese Medicine, Jinan University, Guangzhou, Guangdong 510632, China
| | - Qiuer Liang
- School of Chinese Medicine, Jinan University, Guangzhou, Guangdong 510632, China
| | - Yunfei Cai
- School of Chinese Medicine, Jinan University, Guangzhou, Guangdong 510632, China
| | - Liguo Chen
- School of Chinese Medicine, Jinan University, Guangzhou, Guangdong 510632, China
| | - Meixia Fang
- Institute of Laboratory Animals, Jinan University, Guangzhou, Guangdong 510632, China
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17
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Xu WM, Yang K, Jiang LJ, Hu JQ, Zhou XZ. Integrated Modules Analysis to Explore the Molecular Mechanisms of Phlegm-Stasis Cementation Syndrome with Ischemic Heart Disease. Front Physiol 2018; 9:7. [PMID: 29403392 PMCID: PMC5786858 DOI: 10.3389/fphys.2018.00007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 01/04/2018] [Indexed: 12/15/2022] Open
Abstract
Background: Ischemic heart disease (IHD) has been the leading cause of death for several decades globally, IHD patients usually hold the symptoms of phlegm-stasis cementation syndrome (PSCS) as significant complications. However, the underlying molecular mechanisms of PSCS complicated with IHD have not yet been fully elucidated. Materials and Methods: Network medicine methods were utilized to elucidate the underlying molecular mechanisms of IHD phenotypes. Firstly, high-quality IHD-associated genes from both human curated disease-gene association database and biomedical literatures were integrated. Secondly, the IHD disease modules were obtained by dissecting the protein-protein interaction (PPI) topological modules in the String V9.1 database and the mapping of IHD-associated genes to the PPI topological modules. After that, molecular functional analyses (e.g., Gene Ontology and pathway enrichment analyses) for these IHD disease modules were conducted. Finally, the PSCS syndrome modules were identified by mapping the PSCS related symptom-genes to the IHD disease modules, which were further validated by both pharmacological and physiological evidences derived from published literatures. Results: The total of 1,056 high-quality IHD-associated genes were integrated and evaluated. In addition, eight IHD disease modules (the PPI sub-networks significantly relevant to IHD) were identified, in which two disease modules were relevant to PSCS syndrome (i.e., two PSCS syndrome modules). These two modules had enriched pathways on Toll-like receptor signaling pathway (hsa04620) and Renin-angiotensin system (hsa04614), with the molecular functions of angiotensin maturation (GO:0002003) and response to bacterium (GO:0009617), which had been validated by classical Chinese herbal formulas-related targets, IHD-related drug targets, and the phenotype features derived from human phenotype ontology (HPO) and published biomedical literatures. Conclusion: A network medicine-based approach was proposed to identify the underlying molecular modules of PSCS complicated with IHD, which could be used for interpreting the pharmacological mechanisms of well-established Chinese herbal formulas (e.g., Tao Hong Si Wu Tang, Dan Shen Yin, Hunag Lian Wen Dan Tang and Gua Lou Xie Bai Ban Xia Tang). In addition, these results delivered novel understandings of the molecular network mechanisms of IHD phenotype subtypes with PSCS complications, which would be both insightful for IHD precision medicine and the integration of disease and TCM syndrome diagnoses.
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Affiliation(s)
- Wei-Ming Xu
- Research Centre for Disease and Syndrome, Institute of Basic Theory for Traditional Chinese Medicine, China Academy of Chinese Medicine Sciences, Beijing, China
| | - Kuo Yang
- School of Computer and Information Technology and Beijing Key Lab of Traffic Data Analysis and Mining, Beijing Jiaotong University, Beijing, China
| | - Li-Jie Jiang
- Research Centre for Disease and Syndrome, Institute of Basic Theory for Traditional Chinese Medicine, China Academy of Chinese Medicine Sciences, Beijing, China
| | - Jing-Qing Hu
- Research Centre for Disease and Syndrome, Institute of Basic Theory for Traditional Chinese Medicine, China Academy of Chinese Medicine Sciences, Beijing, China
| | - Xue-Zhong Zhou
- School of Computer and Information Technology and Beijing Key Lab of Traffic Data Analysis and Mining, Beijing Jiaotong University, Beijing, China
- Data Center of Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China
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18
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Liu TL, Liu MN, Xu XL, Liu WX, Shang PJ, Zhai XH, Xu H, Ding Y, Li YW, Wen AD. Differential gene expression profiles between two subtypes of ischemic stroke with blood stasis syndromes. Oncotarget 2017; 8:111608-111622. [PMID: 29340078 PMCID: PMC5762346 DOI: 10.18632/oncotarget.22877] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Accepted: 11/17/2017] [Indexed: 12/16/2022] Open
Abstract
Ischemic stroke is a cerebrovascular thrombotic disease with high morbidity and mortality. Qi deficiency blood stasis (QDBS) and Yin deficiency blood stasis (YDBS) are the two major subtypes of ischemic stroke according to the theories of traditional Chinese medicine. This study was conducted to distinguish these two syndromes at transcriptomics level and explore the underlying mechanisms. Male rats were randomly divided into three groups: sham group, QDBS/MCAO group and YDBS/MCAO group. Morphological changes were assessed after 24 h of reperfusion. Microarray analysis with circulating mRNA was then performed to identify differential gene expression profile, gene ontology and pathway enrichment analyses were carried out to predict the gene function, gene co-expression and pathway networks were constructed to identify the hub biomarkers, which were further validated by western blotting and Tunel staining analysis. Three subsets of dysregulated genes were acquired, including 445 QDBS-specific genes, 490 YDBS-specific genes and 1676 blood stasis common genes. Our work reveals for the first time that T cell receptor, MAPK and apoptosis pathway were identified as the hub pathways based on the pathway networks, while Nfκb1, Egfr and Casp3 were recognized as the hub genes by co-expression networks. This research helps contribute to a clearer understanding of the pathological characteristics of ischemic stroke with QDBS and YDBS syndrome, the proposed biomarkers might provide insight into the accurate diagnose and proper treatment for ischemic stroke with blood stasis syndrome.
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Affiliation(s)
- Tian-Long Liu
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, China.,Department of Pharmacy, 25th Hospital of PLA, Jiuquan, China
| | - Min-Na Liu
- Department of Nephrology, Xijing Hospital, Fourth Military Medical University, Xi'an, China.,State Key Laboratory of Cancer Biology, Fourth Military Medical University, Xi'an, China
| | - Xin-Liang Xu
- School of Medicine and Life Sciences, University of Jinan-Shandong Academy of Medical Sciences, Jinan, China.,Department of Traumatic Surgery, Jining No.1 Peoples Hospital, Jining, China
| | - Wen-Xing Liu
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Pei-Jin Shang
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Xiao-Hu Zhai
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Hang Xu
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Yi Ding
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Yu-Wen Li
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, China.,Department of Pharmacy, The First Affiliated Hospital of SooChow University, Suzhou, China
| | - Ai-Dong Wen
- Department of Pharmacy, Xijing Hospital, Fourth Military Medical University, Xi'an, China
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19
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Liu P, Shang EX, Zhu Y, Yu JG, Qian DW, Duan JA. Comparative Analysis of Compatibility Effects on Invigorating Blood Circulation for Cyperi Rhizoma Series of Herb Pairs Using Untargeted Metabolomics. Front Pharmacol 2017; 8:677. [PMID: 29018346 PMCID: PMC5622986 DOI: 10.3389/fphar.2017.00677] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Accepted: 09/11/2017] [Indexed: 12/22/2022] Open
Abstract
The mutual-assistance compatibility of Cyperi Rhizoma (Xiangfu, XF) and Angelicae Sinensis Radix (Danggui, DG), Chuanxiong Rhizoma (Chuanxiong, CX), Paeoniae Radix Alba (Baishao, BS), or Corydalis Rhizoma (Yanhusuo, YH), found in a traditional Chinese medicine (TCM) named Xiang-Fu-Si-Wu Decoction (XFSWD), can produce synergistic and promoting blood effects. Nowadays, XFSWD has been proved to be effective in activating blood circulation and dissipating blood stasis. However, the role of the herb pairs synergistic effects in the formula were poorly understood. In order to quantitatively assess the compatibility effects of herb pairs, mass spectrometry-based untargeted metabolomics studies were performed. The plasma and urine metabolic profiles of acute blood stasis rats induced by adrenaline hydrochloride and ice water and administered with Cyperi Rhizoma-Angelicae Sinensis Radix (XD), Cyperi Rhizoma-Chuanxiong Rhizoma (XC), Cyperi Rhizoma-Paeoniae Radix Alba (XB), Cyperi Rhizoma-Corydalis Rhizoma (XY) were compared. Relative peak area of identified metabolites was calculated and principal component analysis (PCA) score plot from the potential markers was used to visualize the overall differences. Then, the metabolites results were used with biochemistry indicators and genes expression values as parameters to quantitatively evaluate the compatibility effects of XF series of herb pairs by PCA and correlation analysis. The collective results indicated that the four XF herb pairs regulated glycerophospholipid metabolism, steroid hormone biosynthesis and arachidonic acid metabolism pathway. XD was more prominent in regulating the blood stasis during the four XF herb pairs. This study demonstrated that metabolomics was a useful tool to efficacy evaluation and compatibility effects of TCM elucidation.
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Affiliation(s)
- Pei Liu
- Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, Nanjing, China
| | - Er-Xin Shang
- Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, Nanjing, China
| | - Yue Zhu
- Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, Nanjing, China
| | - Jin-Gao Yu
- Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, Nanjing, China
| | - Da-Wei Qian
- Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, Nanjing, China
| | - Jin-Ao Duan
- Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, National and Local Collaborative Engineering Center of Chinese Medicinal Resources Industrialization and Formulae Innovative Medicine, Nanjing University of Chinese Medicine, Nanjing, China
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20
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Liao J, Liu Y, Wang J. Erratum to: Identification of more objective biomarkers for Blood-Stasis syndrome diagnosis. Altern Ther Health Med 2016; 16:458. [PMID: 27832781 PMCID: PMC5105248 DOI: 10.1186/s12906-016-1448-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Accepted: 11/03/2016] [Indexed: 11/10/2022]
Affiliation(s)
- Jiangquan Liao
- Graduate School, Beijing University of Chinese Medicine, No.11 Beisanhuan East Road, Chaoyang District, Beijing, 100029, China.,Guang'anmen Hospital, China Academy of Chinese Medical Sciences, No.5 Beixiange Street, Xicheng District, Beijing, 100053, China
| | - Yongmei Liu
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, No.5 Beixiange Street, Xicheng District, Beijing, 100053, China
| | - Jie Wang
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, No.5 Beixiange Street, Xicheng District, Beijing, 100053, China.
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