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Yang Y, Yang G, Zhang W, Xin L, Zhu J, Wang H, Feng B, Liu R, Zhang S, Cui Y, Chen Q, Guo D. Application of lipidomics in the study of traditional Chinese medicine. J Pharm Anal 2025; 15:101083. [PMID: 39995576 PMCID: PMC11849089 DOI: 10.1016/j.jpha.2024.101083] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Revised: 08/05/2024] [Accepted: 08/21/2024] [Indexed: 02/26/2025] Open
Abstract
Lipidomics is an emerging discipline that systematically studies the various types, functions, and metabolic pathways of lipids within living organisms. This field compares changes in diseases or drug impact, identifying biomarkers and molecular mechanisms present in lipid metabolic networks across different physiological or pathological states. Through employing analytical chemistry within the realm of lipidomics, researchers analyze traditional Chinese medicine (TCM). This analysis aids in uncovering potential mechanisms for treating diverse physiopathological conditions, assessing drug efficacy, understanding mechanisms of action and toxicity, and generating innovative ideas for disease prevention and treatment. This manuscript assesses recent literature, summarizing existing lipidomics technologies and their applications in TCM research. It delineates the efficacy, mechanisms, and toxicity research related to lipidomics in Chinese medicine. Additionally, it explores the utilization of lipidomics in quality control research for Chinese medicine, aiming to expand the application of lipidomics within this field. Ultimately, this initiative seeks to foster the integration of traditional medicine theory with modern science and technology, promoting an organic fusion between the two domains.
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Affiliation(s)
- Yang Yang
- Key Laboratory of TCM Clinical Pharmacy, Shenzhen Bao'an Authentic TCM Therapy Hospital, Shenzhen, Guangdong, 518000, China
| | - Guangyi Yang
- Department of Pharmacy, Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen, Guangdong, 518000, China
| | - Wenpeng Zhang
- State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instrument, Tsinghua University, Beijing, 100084, China
| | - Lingyi Xin
- Key Laboratory of TCM Clinical Pharmacy, Shenzhen Bao'an Authentic TCM Therapy Hospital, Shenzhen, Guangdong, 518000, China
- Department of Pharmacy, Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen, Guangdong, 518000, China
| | - Jing Zhu
- Key Laboratory of TCM Clinical Pharmacy, Shenzhen Bao'an Authentic TCM Therapy Hospital, Shenzhen, Guangdong, 518000, China
- Department of Pharmacy, Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen, Guangdong, 518000, China
| | - Hangtian Wang
- Department of Pharmacy, Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Shenzhen, Guangdong, 518000, China
| | - Baodong Feng
- Key Laboratory of TCM Clinical Pharmacy, Shenzhen Bao'an Authentic TCM Therapy Hospital, Shenzhen, Guangdong, 518000, China
| | - Renyan Liu
- Key Laboratory of TCM Clinical Pharmacy, Shenzhen Bao'an Authentic TCM Therapy Hospital, Shenzhen, Guangdong, 518000, China
| | - Shuya Zhang
- Key Laboratory of TCM Clinical Pharmacy, Shenzhen Bao'an Authentic TCM Therapy Hospital, Shenzhen, Guangdong, 518000, China
| | - Yuanwu Cui
- Key Laboratory of TCM Clinical Pharmacy, Shenzhen Bao'an Authentic TCM Therapy Hospital, Shenzhen, Guangdong, 518000, China
| | - Qinhua Chen
- Key Laboratory of TCM Clinical Pharmacy, Shenzhen Bao'an Authentic TCM Therapy Hospital, Shenzhen, Guangdong, 518000, China
| | - Dean Guo
- Laboratory for TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
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Shi J, Liu Y, Zhang Z, Zhong X, Cao Y, Ni H, He Q, Wang Z, Liu Y, Chen Q, Wei J, Wang H, Gong L, Xie C, Hou J, Wu W. Zexie-Baizhu Decoction ameliorates non-alcoholic fatty liver disease through gut-adipose tissue crosstalk. JOURNAL OF ETHNOPHARMACOLOGY 2025; 337:118700. [PMID: 39182702 DOI: 10.1016/j.jep.2024.118700] [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: 06/08/2024] [Revised: 08/01/2024] [Accepted: 08/13/2024] [Indexed: 08/27/2024]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Zexie-Baizhu Decoction (AA), a Chinese Classical Formula composed of Alisma orientalis (Sam.) Juzep. and Aractylodes Macrocephala Koidz in the specific ratio of 5:2, has a long history of use in treating metabolic disorders. Recent studies have demonstrated AA's ameliorative effects on non-alcoholic fatty liver disease (NAFLD); however, the mechanism underlying its action on the gut and adipose tissue, key regulators of metabolism, have not been fully explored. AIM OF THE STUDY This study aimed to investigate the mechanisms by which AA regulates the homeostasis of gut and adipose tissue in NAFLD. MATERIALS AND METHODS AA (1500 mg/kg/day) or vehicle was administrated to the high-fat diet-induced and normal chow-fed mice (C57BL/6J). Plasma, the liver, gut microbiota, bile acids, and short-chain fatty acids in the gut, were systematically investigated. RNA sequencing analysis, reverse transcription quantitative real-time PCR, and Western Blotting were performed on the epididymal white adipose tissues (eWAT) to explore AA's influence on NAFLD. Lipidomics of the liver and eWAT were analyzed by liquid chromatography-mass spectrometry and desorption electrospray ionization mass spectrometry imaging. RESULTS Our study demonstrated that AA administration effectively alleviated liver injury induced by NAFLD, as evidenced by reduced hepatic fat accumulation and inflammation. Mechanistically, AA modulated the composition of the gut microbiota, promoting the growth of beneficial bacteria such as Akkermansia muciniphila and restoring the balance between Firmicutes and Bacteroidetes. Furthermore, AA regulated the levels of bile acids and short-chain fatty acids in the intestine, plasma, and liver. Correspondingly in the eWAT, AA administration activated bile acid receptor (Gpbar1) and short-chain fatty acid receptor (Ffar2), facilitating lipid breakdown and attenuating triglyceride accumulation. Transcriptome analysis revealed that AA influenced gene expression related to fatty acid metabolism, thermogenesis, insulin resistance, AMPK signaling, and the tricarboxylic acid (TCA) cycle, thereby improving NAFLD at the transcriptional level. Additionally, AA treatment significantly altered the lipid composition in the liver, reducing levels of diacylglycerols, triacylglycerols, phosphatidylserines, and cholesterol esters, while increasing levels of phosphatidic acids, phosphatidylethanolamines, and sphingomyelins. CONCLUSION Our study builds a connection between the gut and adipose tissue to understand the mechanism of AA on alleviating NAFLD, providing new insights into the development of targeted therapies for this condition.
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Affiliation(s)
- Jingying Shi
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yawen Liu
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Zijia Zhang
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Xianchun Zhong
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yuhan Cao
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Hui Ni
- School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210029, China
| | - Qingqing He
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Zhaojun Wang
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yameng Liu
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Qinhua Chen
- Department of Pharmaceutical, Shenzhen Baoan Authentic TCM Therapy Hospital, Shenzhen, 518101, China
| | - Jianming Wei
- Shanghai GuoChuang Pharmaceutical Co.Ltd., Shanghai, China
| | - Haibo Wang
- Shanghai GuoChuang Pharmaceutical Co.Ltd., Shanghai, China
| | - Likun Gong
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Cen Xie
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; University of Chinese Academy of Sciences, Beijing, 100049, China.
| | - Jinjun Hou
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China.
| | - Wanying Wu
- National Engineering Research Center of TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China; University of Chinese Academy of Sciences, Beijing, 100049, China; School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210029, China.
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Cai Y, Fang L, Chen F, Zhong P, Zheng X, Xing H, Fan R, Yuan L, Peng W, Li X. Targeting AMPK related signaling pathways: A feasible approach for natural herbal medicines to intervene non-alcoholic fatty liver disease. J Pharm Anal 2025; 15:101052. [PMID: 40034684 PMCID: PMC11873010 DOI: 10.1016/j.jpha.2024.101052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 07/13/2024] [Accepted: 07/22/2024] [Indexed: 03/05/2025] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is a metabolic disease characterized by abnormal deposition of lipid in hepatocytes. If not intervened in time, NAFLD may develop into liver fibrosis or liver cancer, and ultimately threatening life. NAFLD has complicated etiology and pathogenesis, and there are no effective therapeutic means and specific drugs. Currently, insulin sensitizers, lipid-lowering agents and hepatoprotective agents are often used for clinical intervention, but these drugs have obvious side effects, and their effectiveness and safety need to be further confirmed. Adenosine monophosphate (AMP)-activated protein kinase (AMPK) plays a central role in maintaining energy homeostasis. Activated AMPK can enhance lipid degradation, alleviate insulin resistance (IR), suppress oxidative stress and inflammatory response, and regulate autophagy, thereby alleviating NAFLD. Natural herbal medicines have received extensive attention recently because of their regulatory effects on AMPK and low side effects. In this article, we reviewed the biologically active natural herbal medicines (such as natural herbal medicine formulas, extracts, polysaccharides, and monomers) that reported in recent years to treat NAFLD via regulating AMPK, which can serve as a foundation for subsequent development of candidate drugs for NAFLD.
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Affiliation(s)
- Yongqing Cai
- Department of Pharmacy, Daping Hospital, Army Medical University, Chongqing, 400042, China
| | - Lu Fang
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing, 400016, China
| | - Fei Chen
- Department of Pharmacy, Dazhou Integrated Traditional Chinese Medicine and Western Medicine Hospital, Dazhou, Sichuan, 635000, China
| | - Peiling Zhong
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing, 400016, China
| | - Xiangru Zheng
- Department of Pharmacy, The Third Affiliated Hospital of Chongqing Medical University, Chongqing, 401120, China
| | - Haiyan Xing
- Department of Pharmacy, Daping Hospital, Army Medical University, Chongqing, 400042, China
| | - Rongrong Fan
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, 14152, Sweden
| | - Lie Yuan
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing, 400016, China
| | - Wei Peng
- School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 610075, China
| | - Xiaoli Li
- Department of Pharmacology, College of Pharmacy, Chongqing Medical University, Chongqing, 400016, China
- Key Laboratory for Biochemistry and Molecular Pharmacology of Chongqing, Chongqing, 400016, China
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Ahn YM, Jung J, Lee SM. Integrated Omics Analysis Uncovers the Culprit behind Exacerbated Atopic Dermatitis in a Diet-Induced Obesity Model. Int J Mol Sci 2024; 25:4143. [PMID: 38673730 PMCID: PMC11050523 DOI: 10.3390/ijms25084143] [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: 02/27/2024] [Revised: 03/29/2024] [Accepted: 04/03/2024] [Indexed: 04/28/2024] Open
Abstract
Atopic dermatitis (AD), a chronic inflammatory skin disease, is exacerbated by obesity, yet the precise linking mechanism remains elusive. This study aimed to elucidate how obesity amplifies AD symptoms. We studied skin samples from three mouse groups: sham control, AD, and high-fat (HF) + AD. The HF + AD mice exhibited more severe AD symptoms than the AD or sham control mice. Skin lipidome analysis revealed noteworthy changes in arachidonic acid (AA) metabolism, including increased expression of pla2g4, a key enzyme in AA generation. Genes for phospholipid transport (Scarb1) and acyltransferase utilizing AA as the acyl donor (Agpat3) were upregulated in HF + AD skin. Associations were observed between AA-containing phospholipids and skin lipids containing AA and its metabolites. Furthermore, imbalanced phospholipid metabolism was identified in the HF + AD mice, marked by excessive activation of the AA and phosphatidic acid (PA)-mediated pathway. This imbalance featured increased expression of Plcb1, Plcg1, and Dgk involved in PA generation, along with a decrease in genes converting PA into diglycerol (DG) and CDP-DG (Lpin1 and cds1). This investigation revealed imbalanced phospholipid metabolism in the skin of HF + AD mice, contributing to the heightened inflammatory response observed in HF + AD, shedding light on potential mechanisms linking obesity to the exacerbation of AD symptoms.
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Zhou Y, Dai Z, Deng K, Wang Y, Ying J, Chu D, Zhou J, Tang C. Eight Zhes Decoction ameliorates the lipid dysfunction of nonalcoholic fatty liver disease using integrated lipidomics, network pharmacology and pharmacokinetics. J Pharm Anal 2023; 13:1058-1069. [PMID: 37842659 PMCID: PMC10568095 DOI: 10.1016/j.jpha.2023.05.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 04/19/2023] [Accepted: 05/21/2023] [Indexed: 10/17/2023] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) has developed into the most common chronic liver disease and can lead to liver cancer. Our laboratory previously developed a novel prescription for NAFLD, "Eight Zhes Decoction" (EZD), which has shown good curative effects in clinical practice. However, the pharmacodynamic material basis and mechanism have not yet been revealed. A strategy integrating lipidomics, network pharmacology and pharmacokinetics was used to reveal the active components and mechanisms of EZD against NAFLD. The histopathological results showed that EZD attenuated the degrees of collagen deposition and steatosis in the livers of nonalcoholic steatofibrosis model mice. Furthermore, glycerophospholipid metabolism, arachidonic acid metabolism, glycerolipid metabolism and linoleic acid metabolism with phospholipase A2 group IVA (PLA2G4A) and cytochrome P450 as the core targets and 12,13-cis-epoxyoctadecenoic acid, 12(S)-hydroxyeicosatetraenoic acid, leukotriene B4, prostaglandin E2, phosphatidylcholines (PCs) and triacylglycerols (TGs) as the main lipids were found to be involved in the treatment of NAFLD by EZD. Importantly, naringenin, artemetin, canadine, and bicuculline were identified as the active ingredients of EZD against NAFLD; in particular, naringenin reduces PC consumption by inhibiting the expression of PLA2G4A and thus promotes sufficient synthesis of very-low-density lipoprotein to transport excess TGs in the liver. This research provides valuable data and theoretical support for the application of EZD against NAFLD.
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Affiliation(s)
- Yuping Zhou
- The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, 315020, China
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang, 315211, China
- Institute of Digestive Disease of Ningbo University, Ningbo, Zhejiang, 315020, China
| | - Ze Dai
- The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, 315020, China
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang, 315211, China
| | - Kaili Deng
- The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, 315020, China
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang, 315211, China
| | - Yubin Wang
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang, 315211, China
| | - Jiamin Ying
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang, 315211, China
| | - Donghui Chu
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang, 315211, China
| | - Jinyue Zhou
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang, 315211, China
| | - Chunlan Tang
- The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, 315020, China
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang, 315211, China
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Yang X, Sun L, Feng D, Deng Y, Liao W. A Lipidomic Study: Nobiletin ameliorates hepatic steatosis through regulation of lipid alternation. J Nutr Biochem 2023; 118:109353. [PMID: 37116815 DOI: 10.1016/j.jnutbio.2023.109353] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 11/15/2022] [Accepted: 04/10/2023] [Indexed: 04/30/2023]
Abstract
Hepatic lipidome has been given emphasis for years since hepatic steatosis is the most remarkable character of nonalcoholic fatty liver diseases, an increasingly serious health issue worldwide. Nobiletin (NOB), one of the citrus flavonoids, exerted outstanding effect on lipid metabolism disorder. However, the underlying mechanism of NOB exerting effect on hepatic lipid alternation remains unclear. In this study, the animal model was built by feeding APOE-/- mice with high fat diet (HFD). The results of Oil Red O-stained liver section and the biochemical assay of lipid parameters confirmed the protective effect of NOB on hepatic steatosis and global lipid metabolism disorder in APOE-/- mice. The hepatic lipidomic study revealed a total of 958 lipids significantly altered by HFD and a total of 86, 116, 212 lipid metabolites changed by L-NOB (50 mg/kg/d NOB), M-NOB (100 mg/kg/d NOB) and H-NOB (200 mg/kg/d NOB) respectively. In the further screening analysis, an amount of 60 lipids were identified as the potential lipid markers of NOB treatment, most of which belonged to glycerophospholipids lipid categories and exhibited obvious correlation with each other and the lipid parameters related to hepatic steatosis. Taken together, our data demonstrated that glycerophospholipids metabolism played an indispensable role in the progression of hepatic steatosis and the protective effect of NOB. Besides, the modulation towards genes involved in lipid synthesis were observed after NOB administration in this study. These finding illustrated the anti-hepatic steatosis effect of NOB based on altering hepatic lipidome, particularly the glycerophospholipids metabolism, and provided a new insight in the pathogenesis of hepatic steatosis.
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Affiliation(s)
- Xushan Yang
- Department of Nutrition and Food Hygiene, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, No.1023 South Shatai Road, Guangzhou, 510515, China
| | - Linye Sun
- Department of Nutrition and Food Hygiene, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, No.1023 South Shatai Road, Guangzhou, 510515, China
| | - Dongliang Feng
- Department of Nutrition and Food Hygiene, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, No.1023 South Shatai Road, Guangzhou, 510515, China
| | - Yudi Deng
- Department of Nutrition and Food Hygiene, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, No.1023 South Shatai Road, Guangzhou, 510515, China
| | - Wenzhen Liao
- Department of Nutrition and Food Hygiene, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, No.1023 South Shatai Road, Guangzhou, 510515, China.
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Ko MM, Jung J, Lee JE, Shin SM, Sung HK, Go HY, Jang S. Metabolomic analysis of Gyejibongnyeong-Hwan for shoulder pain: A randomized, wait-list controlled pilot trial. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2022; 104:154248. [PMID: 35716471 DOI: 10.1016/j.phymed.2022.154248] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 03/14/2022] [Accepted: 06/05/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND In Korea, Gyejibongnyeong-Hwan (GBH), a herbal decoction used to treat blood stasis (BS), is widely used to treat shoulder pain in clinics. Nevertheless, the therapeutic mechanism of GBH in alleviating shoulder pain has not yet been elucidated. PURPOSE In this study, we applied mass spectrometry-based metabolomics to explore the therapeutic mechanism of GBH in BS-induced shoulder pain. STUDY DESIGN We conducted a two-center, randomized, wait-list controlled pilot trial to explore the therapeutic effect of GBH on shoulder discomfort related to BS. METHODS A total of 40 participants with shoulder pain were randomly assigned to either the immediate treatment (GBH-Treat; n = 20) or waiting treatment (Wait-List; n = 20) group. A non-targeted metabolomics approach was then applied to investigate the therapeutic mechanism of GBH. RESULTS After 8 weeks of treatment, the visual analog scale (VAS) scores for shoulder pain decreased significantly in the GBH-Treat and Wait-List groups compared with baseline VAS scores (p = 0.004 and p = 0.013, respectively). However, the VAS and BS scores were significantly more reduced in the GBH-Treat group than in the Wait-List group. The plasma metabolic pattern between GBH-Treat and Wait-List groups also differed significantly, which was shown by the score plot of a partial least-squared-discriminant analysis (R2 = 0.806 and Q2 = 0.229, p = 0.016). Arginine, bilirubin, carnitine, glutamine, maltol, mystic acid, N,N dimethylarginine, trimethylamine N-oxide, valine, kynurenine, and linoleic acid significantly contributed to the different metabolic patterns between the GBH-Treat and Wait-List groups (all p < 0.05). Pathway analysis revealed that these metabolites were involved in arginine biosynthesis and tryptophan metabolism, which are related to pain generation and transmission. We also confirmed that the ratio of kynurenine to tryptophan, one of the indicators for chronic pain and neuro-inflammation, was significantly lower in the GBH-Treat group than in the Wait-List group (p = 0.02). CONCLUSION These results demonstrated that GBH may be a potential treatment option for shoulder pain, and it acts by regulating metabolic patterns. In particular, our study provides evidence for the use of GBH treatment for patients with should pain caused by BS, and we believe that our findings can provide evidence for precision medicine based on traditional Chinese medicine (TCM) or traditional Korean medicine (TKM). We also verified that metabolomics studies provide comprehensive understanding of herbal decoctions in TCM or TKM.
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Affiliation(s)
- Mi Mi Ko
- Korea Medicine Science Research Division, Korea Institute of Oriental Medicine, 1672 Yuseong-daero, Yuseong-gu, Daejeon 34054, Republic of Korea
| | - Jeeyoun Jung
- Korea Medicine Science Research Division, Korea Institute of Oriental Medicine, 1672 Yuseong-daero, Yuseong-gu, Daejeon 34054, Republic of Korea.
| | - Jung-Eun Lee
- Korea Medicine Science Research Division, Korea Institute of Oriental Medicine, 1672 Yuseong-daero, Yuseong-gu, Daejeon 34054, Republic of Korea; Pharmaceutical Analysis Team, International Scientific Standards, Chuncheon 24232, Republic of Korea
| | - Seon Mi Shin
- Internal Medicine, College of Korean Medicine, Semyung University, Jecheon 27136, Republic of Korea
| | - Hyun-Kyung Sung
- Department of Pediatrics, College of Korean Medicine, Semyung University, Jecheon 27136, Republic of Korea
| | - Ho-Yeon Go
- Internal Medicine, College of Korean Medicine, Semyung University, Jecheon 27136, Republic of Korea
| | - Soobin Jang
- Korea Medicine Science Research Division, Korea Institute of Oriental Medicine, 1672 Yuseong-daero, Yuseong-gu, Daejeon 34054, Republic of Korea.
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Shao M, Lu Y, Xiang H, Wang J, Ji G, Wu T. Application of metabolomics in the diagnosis of non-alcoholic fatty liver disease and the treatment of traditional Chinese medicine. Front Pharmacol 2022; 13:971561. [PMID: 36091827 PMCID: PMC9453477 DOI: 10.3389/fphar.2022.971561] [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: 06/17/2022] [Accepted: 07/25/2022] [Indexed: 12/01/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is the most common chronic liver disease around the world, and it often coexists with insulin resistance-related diseases including obesity, diabetes, hyperlipidemia, and hypertension, which seriously threatens human health. Better prevention and treatment strategies are required to improve the impact of NAFLD. Although needle biopsy is an effective tool for diagnosing NAFLD, this method is invasive and difficult to perform. Therefore, it is very important to develop more efficient approaches for the early diagnosis of NAFLD. Traditional Chinese medicine (TCM) can play a certain role in improving symptoms and protecting target organs, and its mechanism of action needs to be further studied. Metabolomics, the study of all metabolites that is thought to be most closely associated with the patients' characters, can provide useful clinically biomarkers that can be applied to NAFLD and may open up new methods for diagnosis. Metabolomics technology is consistent with the overall concept of TCM, and it can also be used as a potential mechanism to explain the effects of TCM by measuring biomarkers by metabolomics. Based on PubMed/MEDLINE and other databases, this paper retrieved relevant literature NAFLD and TCM intervention in NAFLD using metabolomics technology in the past 5 years were searched, and the specific metabolites associated with the development of NAFLD and the potential mechanism of Chinese medicine on improving symptoms were summarized.
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Affiliation(s)
- Mingmei Shao
- Baoshan District Hospital of Intergrated Traditional Chinese and Western Medicine, Shanghai, China
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yifei Lu
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Hongjiao Xiang
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Junmin Wang
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Guang Ji
- Baoshan District Hospital of Intergrated Traditional Chinese and Western Medicine, Shanghai, China
- Institute of Digestive Disease, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Tao Wu
- Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China
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Ji L, Li Q, He Y, Zhang X, Zhou Z, Gao Y, Fang M, Yu Z, Rodrigues RM, Gao Y, Li M. Therapeutic potential of traditional Chinese medicine for the treatment of NAFLD: a promising drug Potentilla discolor Bunge. Acta Pharm Sin B 2022; 12:3529-3547. [PMID: 36176915 PMCID: PMC9513494 DOI: 10.1016/j.apsb.2022.05.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 02/09/2022] [Accepted: 03/23/2022] [Indexed: 11/29/2022] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is characterized by excessive accumulation of hepatic lipids and metabolic stress-induced liver injury. There are currently no approved effective pharmacological treatments for NAFLD. Traditional Chinese medicine (TCM) has been used for centuries to treat patients with chronic liver diseases without clear disease types and mechanisms. More recently, TCM has been shown to have unique advantages in the treatment of NAFLD. We performed a systematic review of the medical literature published over the last two decades and found that many TCM formulas have been reported to be beneficial for the treatment of metabolic dysfunctions, including Potentilla discolor Bunge (PDB). PDB has a variety of active compounds, including flavonoids, terpenoids, organic acids, steroids and tannins. Many compounds have been shown to exhibit a series of beneficial effects for the treatment of NAFLD, including anti-oxidative and anti-inflammatory functions, improvement of lipid metabolism and reversal of insulin resistance. In this review, we summarize potential therapeutic effects of TCM formulas for the treatment of NAFLD, focusing on the medicinal properties of natural active compounds from PDB and their underlying mechanisms. We point out that PDB can be classified as a novel candidate for the treatment and prevention of NAFLD.
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Affiliation(s)
- Longshan Ji
- Laboratory of Cellular Immunity, Institute of Clinical Immunology, Shanghai Key Laboratory of Traditional Chinese Medicine, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Key Laboratory of Liver and Kidney Diseases (Shanghai University of Traditional Chinese Medicine), Ministry of Education, Shanghai 201203, China
| | - Qian Li
- Laboratory of Cellular Immunity, Institute of Clinical Immunology, Shanghai Key Laboratory of Traditional Chinese Medicine, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Key Laboratory of Liver and Kidney Diseases (Shanghai University of Traditional Chinese Medicine), Ministry of Education, Shanghai 201203, China
| | - Yong He
- Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China
| | - Xin Zhang
- Laboratory of Cellular Immunity, Institute of Clinical Immunology, Shanghai Key Laboratory of Traditional Chinese Medicine, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Key Laboratory of Liver and Kidney Diseases (Shanghai University of Traditional Chinese Medicine), Ministry of Education, Shanghai 201203, China
| | - Zhenhua Zhou
- Department of Hepatopathy, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Yating Gao
- Laboratory of Cellular Immunity, Institute of Clinical Immunology, Shanghai Key Laboratory of Traditional Chinese Medicine, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Key Laboratory of Liver and Kidney Diseases (Shanghai University of Traditional Chinese Medicine), Ministry of Education, Shanghai 201203, China
| | - Miao Fang
- Laboratory of Cellular Immunity, Institute of Clinical Immunology, Shanghai Key Laboratory of Traditional Chinese Medicine, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Key Laboratory of Liver and Kidney Diseases (Shanghai University of Traditional Chinese Medicine), Ministry of Education, Shanghai 201203, China
| | - Zhuo Yu
- Department of Hepatopathy, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Robim M. Rodrigues
- Department of in Vitro Toxicology and Dermato-Cosmetology, Faculty of Medicine and Pharmacy, Vrije Universiteit Brussel, Brussels 1000, Belgium
- Corresponding authors.
| | - Yueqiu Gao
- Laboratory of Cellular Immunity, Institute of Clinical Immunology, Shanghai Key Laboratory of Traditional Chinese Medicine, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Key Laboratory of Liver and Kidney Diseases (Shanghai University of Traditional Chinese Medicine), Ministry of Education, Shanghai 201203, China
- Corresponding authors.
| | - Man Li
- Laboratory of Cellular Immunity, Institute of Clinical Immunology, Shanghai Key Laboratory of Traditional Chinese Medicine, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Key Laboratory of Liver and Kidney Diseases (Shanghai University of Traditional Chinese Medicine), Ministry of Education, Shanghai 201203, China
- Corresponding authors.
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Chen T, Zhu Z, Du Q, Wang Z, Wu W, Xue Y, Wang Y, Wu Y, Zeng Q, Jiang C, Shen C, Liu L, Zhu H, Liu Q. A Skin Lipidomics Study Reveals the Therapeutic Effects of Tanshinones in a Rat Model of Acne. Front Pharmacol 2021; 12:675659. [PMID: 34177586 PMCID: PMC8223585 DOI: 10.3389/fphar.2021.675659] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 05/10/2021] [Indexed: 11/13/2022] Open
Abstract
Tanshinone (TAN), a class of bioactive components in traditional Chinese medicinal plant Salvia miltiorrhiza, has antibacterial and anti-inflammatory effects, can enhance blood circulation, remove blood stasis, and promote wound healing. For these reasons it has been developed as a drug to treat acne. The purpose of this study was to evaluate the therapeutic effects of TAN in rats with oleic acid-induced acne and to explore its possible mechanisms of action through the identification of potential lipid biomarkers. In this study, a rat model of acne was established by applying 0.5 ml of 80% oleic acid to rats' back skin. The potential metabolites and targets involved in the anti-acne effects of TAN were predicted using lipidomics. The results indicate that TAN has therapeutic efficacy for acne, as supported by the results of the histological analyses and biochemical index assays for interleukin (IL)-8, IL-6, IL-β and tumor necrosis factor alpha. The orthogonal projection of latent structure discriminant analysis score was used to analyze the lipidomic profiles between control and acne rats. Ninety-six potential biomarkers were identified in the skin samples of the acne rats. These biomarkers were mainly related to glycerophospholipid and sphingolipid metabolism, and the regulation of their dysfunction is thought to be a possible therapeutic mechanism of action of TAN on acne.
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Affiliation(s)
- Tingting Chen
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Zhaoming Zhu
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Qunqun Du
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Zhuxian Wang
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Wenfeng Wu
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Yaqi Xue
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Yuan Wang
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Yufan Wu
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Quanfu Zeng
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Cuiping Jiang
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Chunyan Shen
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Li Liu
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Hongxia Zhu
- Integrated Hospital of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Qiang Liu
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
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Frohlich J, Mazza T, Sobolewski C, Foti M, Vinciguerra M. GDF11 rapidly increases lipid accumulation in liver cancer cells through ALK5-dependent signaling. Biochim Biophys Acta Mol Cell Biol Lipids 2021; 1866:158920. [PMID: 33684566 DOI: 10.1016/j.bbalip.2021.158920] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 02/22/2021] [Accepted: 03/03/2021] [Indexed: 02/06/2023]
Abstract
Hepatocellular carcinoma (HCC) is one of the fastest-growing causes of cancer-related mortalities worldwide and this trend is mimicked by the surge of non-alcoholic fatty liver disease (NAFLD). Altered hepatic lipid metabolism promotes HCC development through inflammation and activation of oncogenes. GDF11 is a member of the TGF-β superfamily and recent data have implicated GDF11 as an anti-aging factor that can alleviate high-fat diet induced obesity, hyperglycemia, insulin resistance and NAFLD. However, its role in hepatic lipid metabolism is still not fully delineated. The aim of the present study was to characterize the role of GDF11 in hepatic and HCC cells lipid accumulation. To achieve this, we performed imaging, biochemical, lipidomic, and transcriptomic analyses in primary hepatocytes and in HCC cells treated with GDF11 to study the GDF11-activated signaling pathways. GDF11 treatment rapidly triggered ALK5-dependent SMAD2/3 nuclear translocation and elevated lipid droplets in HCC cells, but not in primary hepatocytes. In HCC cells, ALK5 inhibition hampered GDF11-mediated SMAD2/3 signaling and attenuated lipid accumulation. Using ultra-high-performance liquid chromatography/mass spectrometry, we detected increased accumulation of longer acyl-chain di/tri-acylglycerols and glycerophospholipids. Unbiased transcriptomic analysis identified TGF-β and PI3K-AKT signaling among the top pathways/cellular processes activated in GDF11 treated HCC cells. In summary, GDF11 supplementation promotes pro-lipogenic gene expression and lipid accumulation in HCC cells. Integration of our "omics" data pointed to a GDF11-induced upregulation of de novo lipogenesis through activation of ALK5/SMAD2/3/PI3K-AKT pathways. Thus, GDF11 could contribute to metabolic reprogramming and dysregulation of lipid metabolism in HCC cells, without effects on healthy hepatocytes.
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Affiliation(s)
- Jan Frohlich
- International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic
| | - Tommaso Mazza
- Bioinformatics Unit, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | - Cyril Sobolewski
- Department of Cell Physiology & Metabolism and Translational Research Centre in Onco-haematology, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Michelangelo Foti
- Department of Cell Physiology & Metabolism and Translational Research Centre in Onco-haematology, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Manlio Vinciguerra
- International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic; Department of Translational Stem Cell Biology, Medical University of Varna, Varna, Bulgaria; Institute of Liver and Digestive Health, Division of Medicine, University College London (UCL), London, United Kingdom.
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12
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Lee JE, Lee SM, Jung J. Integrated omics analysis unraveled the microbiome-mediated effects of Yijin-Tang on hepatosteatosis and insulin resistance in obese mouse. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2020; 79:153354. [PMID: 32992082 DOI: 10.1016/j.phymed.2020.153354] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 08/28/2020] [Accepted: 09/20/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Gut microbiota play important roles in insulin homeostasis and the pathogenesis of non-alcoholic fatty liver diseases (NAFLD). Yijin-Tang (YJT), a traditional Korean and Chinese medicine, is used in the treatment of gastrointestinal diseases and obesity-related disorders such as insulin resistance (IR) and NAFLD. PURPOSE Our aim was to identify the microbiome-mediated effects of YJT on IR and associated NAFLD by integrating metagenomics and hepatic lipid profile. METHODS C57BL/6J mice were fed a normal chow diet (NC) or high-fat/high-cholesterol (HFHC) diet with or without YJT treatment. Hepatic lipid profiles were analyzed using liquid chromatography/mass spectrometry, and the composition of gut microbiota was investigated using 16S rRNA sequencing. Then, hepatic lipid profiles, gut microbiome, and inflammatory marker data were integrated using multivariate analysis and bioinformatics tools. RESULTS YJT improved NAFLD, and 39 hepatic lipid metabolites were altered by YJT in a dose-dependent manner. YJT also altered the gut microbiome composition in HFHC-fed mice. In particular, Faecalibaculum rodentium and Bacteroides acidifaciens were altered by YJT in a dose-dependent manner. Also, we found significant correlation among hepatic phosphatidylglycerol metabolites, F. rodentium, and γδ-T cells. Moreover, interleukin (IL)-17, which is secreted by the γδ-T cell when it recognizes lipid antigens, were elevated in HFHC mice and decreased by YJT treatment. In addition, YJT increased the relative abundance of B. acidifaciens in NC or HFHC-fed mice, which is a gut microbiota that mediates anti-obesity and anti-diabetic effects by modulating the gut environment. We also confirmed that YJT ameliorated the gut tight junctions and increased short chain fatty acid (SCFA) levels in the intestine, which resulted in improved IR. CONCLUSION These data demonstrated that gut microbiome and hepatic lipid profiles are regulated by YJT, which improved the IR and NAFLD in mice with diet-induced obesity.
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Affiliation(s)
- Jung-Eun Lee
- Clinical Research Division, Korea Institute of Oriental Medicine, 1672 Yuseong-daero, Yuseong-Gu 34054, Daejeon, Republic of Korea.
| | - So Min Lee
- Non-clinical Collaboration Team, Korea Institute of Oriental Medicine, 1672 Yuseong-daero, Yuseong-Gu 34054, Daejeon, Republic of Korea.
| | - Jeeyoun Jung
- Clinical Research Division, Korea Institute of Oriental Medicine, 1672 Yuseong-daero, Yuseong-Gu 34054, Daejeon, Republic of Korea.
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13
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Zhao H, Wu M, Liu S, Tang X, Yi X, Li Q, Wang S, Sun X. Liver Expression of IGF2 and Related Proteins in ZBED6 Gene-Edited Pig by RNA-Seq. Animals (Basel) 2020; 10:ani10112184. [PMID: 33266436 PMCID: PMC7700129 DOI: 10.3390/ani10112184] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 11/14/2020] [Accepted: 11/19/2020] [Indexed: 12/19/2022] Open
Abstract
Simple Summary Zinc finger BED-type containing 6 (ZBED6), as a regulatory factor, has different regulatory mechanisms in animal development. The intron of insulin-like growth factor 2 (IGF2) regulates the development of animal muscle and adipose by combining with the binding site of ZBED6. As a member of the insulin-like growth factor family, IGF2 plays an important role in embryonic growth and development, cell proliferation, muscle growth and genome imprinting. In order to further study the regulatory mechanism of ZBED6 on IGF2, we detected the expression of IGF2 and related genes in ZBED6 single allele knockout (ZBED6-SKO) pig tissues and analyzed differently expressed genes of the transcriptome of ZBED6-SKO pig liver. The results showed that the partial knockout of ZBED6 could affect the secretion of IGF2 in pig liver but had no significant difference at the protein level. This research provides a new idea for the interaction between IGF2 and ZBED6. Abstract Zinc finger BED-type containing 6 (ZBED6), a highly conservative transcription factor of placental mammals, has conservative interaction of insulin-like growth factor 2 (IGF2) based on the 16 bp binding sites of ZBED6 on the IGF2 sequence. IGF2 is related to embryo growth and cell proliferation. At the same time, its functions in muscle and adipose in mammals have been widely mentioned in recent studies. To further investigate the mechanism of ZBED6 on IGF2, we detected the expression of IGF2 and related genes in ZBED6 single allele knockout (ZBED6-SKO) pig tissues and analyzed the transcriptome of ZBED6-SKO pig liver. Through RNA-seq, we captured nine up-regulated genes and eight down-regulated genes which related to lipid metabolism. The results showed that the mRNA of IGF2 had an upward trend after the partial knockout of ZBED6 in liver and had no significant difference in protein expression of IGF2. In summary, ZBED6-SKO could affect the secretion of IGF2 in pig liver and its own lipid metabolism. Our research has provided basic information for revealing the regulatory mechanism of the interaction between ZBED6 and IGF2 in mammals.
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Affiliation(s)
- Haidong Zhao
- College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (H.Z.); (M.W.); (S.L.); (X.T.); (X.Y.); (Q.L.); (S.W.)
| | - Mingli Wu
- College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (H.Z.); (M.W.); (S.L.); (X.T.); (X.Y.); (Q.L.); (S.W.)
| | - Shirong Liu
- College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (H.Z.); (M.W.); (S.L.); (X.T.); (X.Y.); (Q.L.); (S.W.)
| | - Xiaoqin Tang
- College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (H.Z.); (M.W.); (S.L.); (X.T.); (X.Y.); (Q.L.); (S.W.)
| | - Xiaohua Yi
- College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (H.Z.); (M.W.); (S.L.); (X.T.); (X.Y.); (Q.L.); (S.W.)
| | - Qi Li
- College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (H.Z.); (M.W.); (S.L.); (X.T.); (X.Y.); (Q.L.); (S.W.)
| | - Shuhui Wang
- College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China; (H.Z.); (M.W.); (S.L.); (X.T.); (X.Y.); (Q.L.); (S.W.)
| | - Xiuzhu Sun
- College of Grassland Agriculture, Northwest A&F University, Yangling 712100, China
- Correspondence:
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