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Mao T, Xie L, Guo Y, Ji X, Wan J, Cui X, Fan Q, Liu W, Wang S, Han W, Lin Q, Jia W. Mechanistic exploration of Yiqi Liangxue Shengji prescription on restenosis after balloon injury by integrating metabolomics with network pharmacology. PHARMACEUTICAL BIOLOGY 2023; 61:1260-1273. [PMID: 37602438 PMCID: PMC10443980 DOI: 10.1080/13880209.2023.2244533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 06/28/2023] [Accepted: 07/31/2023] [Indexed: 08/22/2023]
Abstract
CONTEXT Yiqi Liangxue Shengji prescription (YQLXSJ) is a traditional Chinese medicine (TCM) formula that has long been used for treatment after percutaneous coronary intervention (PCI). OBJECTIVE To investigate the putative pharmacological mechanism of YQLXSJ on restenosis through an integrated approach utilizing metabolomics and network pharmacology. MATERIALS AND METHODS Forty male Sprague-Dawley rats were divided into sham, model, YQLXSJ, and positive groups. YQLXSJ group received the treatment of YQLXSJ (6 g/kg/d, i.g.) and the positive group was treated with atorvastatin (2 mg/kg/d, i.g.). After 4 weeks, the improvement in intimal hyperplasia was evaluated by ultrasound, H&E staining, and immunofluorescence. UPLC-MS/MS technology was utilized to screen the differential metabolites. Network pharmacology was conducted using TCMSP, GeneCards, and Metascape, etc., in combination with metabolomics. Eventually, the core targets were acquired and validated. RESULTS Compared to models, YQLXSJ exhibited decreased intima-media thickness on ultrasound (0.23 ± 0.02 mm vs. 0.20 ± 0.01 mm, p < 0.01) and reduced intima thickness by H&E (30.12 ± 6.05 μm vs. 14.32 ± 1.37 μm, p < 0.01). We identified 18 differential metabolites and 5 core targets such as inducible nitric oxide synthase (NOS2), endothelial nitric oxide synthase (NOS3), vascular endothelial growth factor-A (VEGFA), ornithine decarboxylase-1 (ODC1) and group IIA secretory phospholipase A2 (PLA2G2A). These targets were further confirmed by molecular docking and ELISA. DISCUSSION AND CONCLUSIONS This study confirms the effects of YQLXSJ on restenosis and reveals some biomarkers. TCM has great potential in the prevention and treatment of restenosis by improving metabolic disorders.
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Affiliation(s)
- Tianshi Mao
- Department of Cardiology, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, P.R. China
| | - Long Xie
- Department of Cardiology, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, P.R. China
| | - Yanqiong Guo
- Department of Cardiology, Beijing Fengtai District Hospital of Chinese Medicine, Beijing, P.R. China
| | - Xiang Ji
- Department of Cardiology, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, P.R. China
| | - Jie Wan
- Department of Cardiology, Dongfang Hospital Beijing University of Chinese Medicine, Beijing, P.R. China
| | - Xiaoyun Cui
- Department of Cardiology, Dongfang Hospital Beijing University of Chinese Medicine, Beijing, P.R. China
| | - Qian Fan
- Department of Cardiology, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, P.R. China
| | - Wei Liu
- Department of Cardiology, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, P.R. China
| | - Shuai Wang
- Department of Cardiology, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, P.R. China
| | - Wenbo Han
- Department of Cardiology, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, P.R. China
| | - Qian Lin
- Department of Cardiology, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, P.R. China
| | - Wenhao Jia
- Department of Cardiology, Beijing University of Chinese Medicine Third Affiliated Hospital, Beijing, P.R. China
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Cho YR, Jo KA, Park SY, Choi JW, Kim G, Kim TY, Lee S, Lee DH, Kim SK, Lee D, Lee S, Lim S, Woo SO, Byun S, Kim JY. Combination of UHPLC-MS/MS with context-specific network and cheminformatic approaches for identifying bioactivities and active components of propolis. Food Res Int 2023; 172:113134. [PMID: 37689898 DOI: 10.1016/j.foodres.2023.113134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Revised: 06/09/2023] [Accepted: 06/10/2023] [Indexed: 09/11/2023]
Abstract
Discovering new bioactivities and identifying active compounds of food materials are major fields of study in food science. However, the process commonly requires extensive experiments and can be technically challenging. In the current study, we employed network biology and cheminformatic approaches to predict new target diseases, active components, and related molecular mechanisms of propolis. Applying UHPLC-MS/MS analysis results of propolis to Context-Oriented Directed Associations (CODA) and Combination-Oriented Natural Product Database with Unified Terminology (COCONUT) systems indicated atopic dermatitis as a novel target disease. Experimental validation using cell- and human tissue-based models confirmed the therapeutic potential of propolis against atopic dermatitis. Moreover, we were able to find the major contributing compounds as well as their combinatorial effects responsible for the bioactivity of propolis. The CODA/COCONUT system also provided compound-associated genes explaining the underlying molecular mechanism of propolis. These results highlight the potential use of big data-driven network biological approaches to aid in analyzing the impact of food constituents at a systematic level.
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Affiliation(s)
- Ye-Ryeong Cho
- Department of Biotechnology, Yonsei University, Seoul 03722, Republic of Korea
| | - Kyeong Ah Jo
- Department of Food Science and Technology, Seoul National University of Science and Technology, Seoul 01811, Republic of Korea
| | - Soo-Yeon Park
- Department of Food Science and Technology, Seoul National University of Science and Technology, Seoul 01811, Republic of Korea
| | - Jae-Won Choi
- Department of Physical Education, Yonsei University, Seoul 03722, Republic of Korea
| | - Gwangmin Kim
- Department of Bio and Brain Engineering, KAIST, Daejeon, 34141, Republic of Korea
| | - Tae Yeon Kim
- Department of Bio and Brain Engineering, KAIST, Daejeon, 34141, Republic of Korea
| | - Soohwan Lee
- Department of Food Science and Biotechnology, Gachon University, Gyeonggi 13120, Republic of Korea
| | - Doo-Hee Lee
- National Instrumentation Center for Environmental Management, Seoul National University, Seoul, 08826, Republic of Korea
| | - Sung-Kuk Kim
- Department of Agrobiology, Division of Apiculture, National Institute of Agricultural Sciences, Wanju 55365, Republic of Korea
| | - Doheon Lee
- Department of Bio and Brain Engineering, KAIST, Daejeon, 34141, Republic of Korea
| | - Seungki Lee
- National Institute of Biological Resources, Incheon 22689, Republic of Korea
| | - Seokwon Lim
- Department of Food Science and Biotechnology, Gachon University, Gyeonggi 13120, Republic of Korea
| | - Soon Ok Woo
- Department of Agrobiology, Division of Apiculture, National Institute of Agricultural Sciences, Wanju 55365, Republic of Korea
| | - Sanguine Byun
- Department of Biotechnology, Yonsei University, Seoul 03722, Republic of Korea.
| | - Ji Yeon Kim
- Department of Food Science and Technology, Seoul National University of Science and Technology, Seoul 01811, Republic of Korea.
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Ramírez-Moreno E, Arias-Rico J, Jiménez-Sánchez RC, Estrada-Luna D, Jiménez-Osorio AS, Zafra-Rojas QY, Ariza-Ortega JA, Flores-Chávez OR, Morales-Castillejos L, Sandoval-Gallegos EM. Role of Bioactive Compounds in Obesity: Metabolic Mechanism Focused on Inflammation. Foods 2022; 11:foods11091232. [PMID: 35563955 PMCID: PMC9101148 DOI: 10.3390/foods11091232] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 04/17/2022] [Accepted: 04/18/2022] [Indexed: 02/01/2023] Open
Abstract
Obesity is a disease characterized by an inflammatory process in the adipose tissue due to diverse infiltrated immune cells, an increased secretion of proinflammatory molecules, and a decreased secretion of anti-inflammatory molecules. On the other hand, obesity increases the risk of several diseases, such as cardiovascular diseases, diabetes, and cancer. Their treatment is based on nutritional and pharmacological strategies. However, natural products are currently implemented as complementary and alternative medicine (CAM). Polyphenols and fiber are naturally compounds with potential action to reduce inflammation through several pathways and play an important role in the prevention and treatment of obesity, as well as in other non-communicable diseases. Hence, this review focuses on the recent evidence of the molecular mechanisms of polyphenols and dietary fiber, from Scopus, Science Direct, and PubMed, among others, by using key words and based on recent in vitro and in vivo studies.
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Affiliation(s)
- Esther Ramírez-Moreno
- Academic Area of Nutrition, Interdisciplinary Research Center, Institute of Health Sciences, Circuit Actopan Tilcuautla s/n, Ex hacienda La Concepción, San Agustin Tlaxiaca, Pachuca 42160, Mexico; (E.R.-M.); (Q.Y.Z.-R.); (J.A.A.-O.)
| | - José Arias-Rico
- Academic Area of Nursing; Institute of Health Sciences, Circuit Actopan Tilcuautla s/n, Ex hacienda La Concepción, San Agustin Tlaxiaca, Pachuca 42160, Mexico; (J.A.-R.); (R.C.J.-S.); (D.E.-L.); (A.S.J.-O.); (O.R.F.-C.); (L.M.-C.)
| | - Reyna Cristina Jiménez-Sánchez
- Academic Area of Nursing; Institute of Health Sciences, Circuit Actopan Tilcuautla s/n, Ex hacienda La Concepción, San Agustin Tlaxiaca, Pachuca 42160, Mexico; (J.A.-R.); (R.C.J.-S.); (D.E.-L.); (A.S.J.-O.); (O.R.F.-C.); (L.M.-C.)
| | - Diego Estrada-Luna
- Academic Area of Nursing; Institute of Health Sciences, Circuit Actopan Tilcuautla s/n, Ex hacienda La Concepción, San Agustin Tlaxiaca, Pachuca 42160, Mexico; (J.A.-R.); (R.C.J.-S.); (D.E.-L.); (A.S.J.-O.); (O.R.F.-C.); (L.M.-C.)
| | - Angélica Saraí Jiménez-Osorio
- Academic Area of Nursing; Institute of Health Sciences, Circuit Actopan Tilcuautla s/n, Ex hacienda La Concepción, San Agustin Tlaxiaca, Pachuca 42160, Mexico; (J.A.-R.); (R.C.J.-S.); (D.E.-L.); (A.S.J.-O.); (O.R.F.-C.); (L.M.-C.)
| | - Quinatzin Yadira Zafra-Rojas
- Academic Area of Nutrition, Interdisciplinary Research Center, Institute of Health Sciences, Circuit Actopan Tilcuautla s/n, Ex hacienda La Concepción, San Agustin Tlaxiaca, Pachuca 42160, Mexico; (E.R.-M.); (Q.Y.Z.-R.); (J.A.A.-O.)
| | - José Alberto Ariza-Ortega
- Academic Area of Nutrition, Interdisciplinary Research Center, Institute of Health Sciences, Circuit Actopan Tilcuautla s/n, Ex hacienda La Concepción, San Agustin Tlaxiaca, Pachuca 42160, Mexico; (E.R.-M.); (Q.Y.Z.-R.); (J.A.A.-O.)
| | - Olga Rocío Flores-Chávez
- Academic Area of Nursing; Institute of Health Sciences, Circuit Actopan Tilcuautla s/n, Ex hacienda La Concepción, San Agustin Tlaxiaca, Pachuca 42160, Mexico; (J.A.-R.); (R.C.J.-S.); (D.E.-L.); (A.S.J.-O.); (O.R.F.-C.); (L.M.-C.)
| | - Lizbeth Morales-Castillejos
- Academic Area of Nursing; Institute of Health Sciences, Circuit Actopan Tilcuautla s/n, Ex hacienda La Concepción, San Agustin Tlaxiaca, Pachuca 42160, Mexico; (J.A.-R.); (R.C.J.-S.); (D.E.-L.); (A.S.J.-O.); (O.R.F.-C.); (L.M.-C.)
| | - Eli Mireya Sandoval-Gallegos
- Academic Area of Nutrition, Interdisciplinary Research Center, Institute of Health Sciences, Circuit Actopan Tilcuautla s/n, Ex hacienda La Concepción, San Agustin Tlaxiaca, Pachuca 42160, Mexico; (E.R.-M.); (Q.Y.Z.-R.); (J.A.A.-O.)
- Correspondence:
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Liu HT, Zhou ZX, Ren Z, Yang S, Liu LS, Wang Z, Wei DH, Ma XF, Ma Y, Jiang ZS. EndMT: Potential Target of H 2S against Atherosclerosis. Curr Med Chem 2021; 28:3666-3680. [PMID: 33200693 DOI: 10.2174/0929867327999201116194634] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 10/04/2020] [Accepted: 10/04/2020] [Indexed: 11/22/2022]
Abstract
Atherosclerosis is a chronic arterial wall illness that forms atherosclerotic plaques within the arteries. Plaque formation and endothelial dysfunction are atherosclerosis' characteristics. It is believed that the occurrence and development of atherosclerosis mainly include endothelial cell damage, lipoprotein deposition, inflammation and fibrous cap formation, but its molecular mechanism has not been elucidated. Therefore, protecting the vascular endothelium from damage is one of the key factors against atherosclerosis. The factors and processes involved in vascular endothelial injury are complex. Finding out the key factors and mechanisms of atherosclerosis caused by vascular endothelial injury is an important target for reversing and preventing atherosclerosis. Changes in cell adhesion are the early characteristics of EndMT, and cell adhesion is related to vascular endothelial injury and atherosclerosis. Recent researches have exhibited that endothelial-mesenchymal transition (EndMT) can urge atherosclerosis' progress, and it is expected that inhibition of EndMT will be an object for anti-atherosclerosis. We speculate whether inhibition of EndMT can become an effective target for reversing atherosclerosis by improving cell adhesion changes and vascular endothelial injury. Studies have shown that H2S has a strong cardiovascular protective effect. As H2S has anti- inflammatory, anti-oxidant, inhibiting foam cell formation, regulating ion channels and enhancing cell adhesion and endothelial functions, the current research on H2S in cardiovascular aspects is increasing, but anti-atherosclerosis's molecular mechanism and the function of H2S in EndMT have not been explicit. In order to explore the mechanism of H2S against atherosclerosis, to find an effective target to reverse atherosclerosis, we sum up the progress of EndMT promoting atherosclerosis, and Hydrogen sulfide's potential anti- EndMT effect is discussed in this review.
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Affiliation(s)
- Hui-Ting Liu
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerosis of Hunan Province, Hengyang Medical College, University of South China, Hengyang City, Hunan Province 421001, China
| | - Zhi-Xiang Zhou
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerosis of Hunan Province, Hengyang Medical College, University of South China, Hengyang City, Hunan Province 421001, China
| | - Zhong Ren
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerosis of Hunan Province, Hengyang Medical College, University of South China, Hengyang City, Hunan Province 421001, China
| | - Sai Yang
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerosis of Hunan Province, Hengyang Medical College, University of South China, Hengyang City, Hunan Province 421001, China
| | - Lu-Shan Liu
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerosis of Hunan Province, Hengyang Medical College, University of South China, Hengyang City, Hunan Province 421001, China
| | - Zuo Wang
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerosis of Hunan Province, Hengyang Medical College, University of South China, Hengyang City, Hunan Province 421001, China
| | - Dang-Heng Wei
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerosis of Hunan Province, Hengyang Medical College, University of South China, Hengyang City, Hunan Province 421001, China
| | - Xiao-Feng Ma
- Department of Cardiology, Affiliated Nanhua Hospital, University of South China, Hengyang City, Hunan Province 421001, China
| | - Yun Ma
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerosis of Hunan Province, Hengyang Medical College, University of South China, Hengyang City, Hunan Province 421001, China
| | - Zhi-Sheng Jiang
- Institute of Cardiovascular Disease, Key Laboratory for Arteriosclerosis of Hunan Province, Hengyang Medical College, University of South China, Hengyang City, Hunan Province 421001, China
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