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Wu T, Chen Y, Yang M, Wang S, Wang X, Hu M, Cheng X, Wan J, Hu Y, Ding Y, Zhang X, Ding M, He Z, Li H, Zhang XJ. Comparative plasma and urine metabolomics analysis of juvenile and adult canines. Front Vet Sci 2023; 9:1037327. [PMID: 36699333 PMCID: PMC9868312 DOI: 10.3389/fvets.2022.1037327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 12/15/2022] [Indexed: 01/10/2023] Open
Abstract
Background and aims The metabolomic profile of a biofluid can be affected by age, and thus provides detailed information about the metabolic alterations in biological processes and reflects the in trinsic rule regulating the growth and developmental processes. Methods To systemically investigate the characteristics of multiple metabolic profiles associated with canine growth, we analyzed the metabolomics in the plasma and urine samples from 15 young and 15 adult beagle dogs via UHPLC-Q-TOFMS-based metabolomics. Blood routine and serum biochemical analyses were also performed on fasting blood samples. Results The metabolomics results showed remarkable differences in metabolite fingerprints both in plasma and urine between the young and adult groups. The most obvious age-related metabolite alterations include decreased serumlevels of oxoglutaric acid and essential amino acids and derivatives but increased levels of urine levels of O-acetylserine. These changes primarily involved in amino acid metabolism and bile secretion pathways. We also found that the levels of glutamine were consistently higher in both serum and urine of adults, while N-acetylhistamine and uracil concentrations were much lower in the adult group compared to younger ones. Conclusion Our study provides a whole metabolic profile of serum and urine characteristics of young and adult canines, identifying several metabolites that were significantly associated with age change, which provides theoretical support for the nutrition-related research and age-related homeostasis maintenance in dogs.
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Affiliation(s)
- Taibo Wu
- School of Basic Medical Science, Wuhan University, Wuhan, China,Institute of Model Animal, Wuhan University, Wuhan, China
| | - Yun Chen
- Institute of Model Animal, Wuhan University, Wuhan, China,Clinical Trial Centers, Huanggang Central Hospital, Huanggang, China
| | - Mingzi Yang
- School of Basic Medical Science, Wuhan University, Wuhan, China,Institute of Model Animal, Wuhan University, Wuhan, China
| | - Shuang Wang
- College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
| | - Xiaoming Wang
- School of Basic Medical Science, Wuhan University, Wuhan, China,Institute of Model Animal, Wuhan University, Wuhan, China
| | - Manli Hu
- School of Basic Medical Science, Key Laboratory of Cardiovascular Disease Prevention and Control, Ministry of Education, Gannan Medical University, Ganzhou, China,Gannan Innovation and Translational Medicine Research Institute, Gannan Medical University, Ganzhou, China
| | - Xu Cheng
- School of Basic Medical Science, Key Laboratory of Cardiovascular Disease Prevention and Control, Ministry of Education, Gannan Medical University, Ganzhou, China,Gannan Innovation and Translational Medicine Research Institute, Gannan Medical University, Ganzhou, China
| | - Juan Wan
- School of Basic Medical Science, Key Laboratory of Cardiovascular Disease Prevention and Control, Ministry of Education, Gannan Medical University, Ganzhou, China,Gannan Innovation and Translational Medicine Research Institute, Gannan Medical University, Ganzhou, China
| | - Yufeng Hu
- School of Basic Medical Science, Key Laboratory of Cardiovascular Disease Prevention and Control, Ministry of Education, Gannan Medical University, Ganzhou, China,Gannan Innovation and Translational Medicine Research Institute, Gannan Medical University, Ganzhou, China
| | - Yi Ding
- College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
| | - Xin Zhang
- School of Basic Medical Science, Key Laboratory of Cardiovascular Disease Prevention and Control, Ministry of Education, Gannan Medical University, Ganzhou, China,Gannan Innovation and Translational Medicine Research Institute, Gannan Medical University, Ganzhou, China
| | - Mingxing Ding
- College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
| | - Zhengming He
- Institute of Laboratory Animal Resources, National Institutes for Food and Drug Control, Beijing, China
| | - Hongliang Li
- School of Basic Medical Science, Wuhan University, Wuhan, China,Institute of Model Animal, Wuhan University, Wuhan, China,Gannan Innovation and Translational Medicine Research Institute, Gannan Medical University, Ganzhou, China,*Correspondence: Hongliang Li ✉
| | - Xiao-Jing Zhang
- School of Basic Medical Science, Wuhan University, Wuhan, China,Institute of Model Animal, Wuhan University, Wuhan, China,Xiao-Jing Zhang ✉
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Wang F, Song J, Yan Y, Zhou Q, Li X, Wang P, Yang Z, Zhang Q, Zhang H. Integrated Network Pharmacology Analysis and Serum Metabolomics to Reveal the Anti-malaria Mechanism of Artesunate. ACS OMEGA 2022; 7:31482-31494. [PMID: 36092633 PMCID: PMC9453802 DOI: 10.1021/acsomega.2c04157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Accepted: 08/15/2022] [Indexed: 06/15/2023]
Abstract
Artesunate is a widely used drug in clinical treatment of malaria. The aim of this study was to investigate the therapeutic mechanism of artesunate on malaria using an integrated strategy of network pharmacology and serum metabolomics. The mice models of malaria were established using 2 × 107 red blood cells infected with Plasmodium berghei ANKA injection. Giemsa and hematoxylin-eosin (HE) staining were used to evaluate the efficacy of artesunate on malaria. Next, network pharmacology analysis was applied to identify target genes. Then, a metabolomics strategy has been developed to find the possible significant serum metabolites and metabolic pathways induced by artesunate. Additionally, two parts of the results were integrated to confirm each other. Giemsa and HE staining results showed that artesunate significantly inhibited the proliferation of Plasmodium and reduced liver and spleen inflammation. Based on metabolomics, 18 differential endogenous metabolites were identified as potential biomarkers related to the artesunate for treating malaria. These metabolites were mainly involved in the relevant pathways of biosynthesis of unsaturated fatty acids; aminoacyl-tRNA biosynthesis; valine, leucine, and isoleucine biosynthesis; and phenylalanine, tyrosine, and tryptophan biosynthesis. The results of the network pharmacology analysis showed 125 potential target genes related to the treatment of malaria with artesunate. The functional enrichment was mainly associated with lipid and atherosclerosis; pathways of prostate cancer and proteoglycans in cancer; and PI3K-Akt, apoptosis, NF-κB, Th17 cell, and AGE-RAGE signaling pathways. These findings were partly consistent with the findings of the metabolism. Our results further suggested that artesunate could correct the inflammatory response caused by malaria through Th17 cell and NF-κB pathways. Meanwhile, our work revealed that cholesterol needed by Plasmodium berghei came directly from serum. Cholesterol and palmitic acid may be essential in the growth and reproduction of Plasmodium berghei. In summary, artesunate may have an effect on anti-malarial properties through multiple targets.
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Affiliation(s)
- Feiran Wang
- Shandong
University of Traditional Chinese Medicine, Jinan 250355, P. R. China
- Shandong
Academy of Chinese Medicine, Jinan 250014, P. R. China
| | - Jian Song
- Shandong
University of Traditional Chinese Medicine, Jinan 250355, P. R. China
| | - Yingying Yan
- Shandong
University of Traditional Chinese Medicine, Jinan 250355, P. R. China
| | - Qian Zhou
- Shandong
Academy of Chinese Medicine, Jinan 250014, P. R. China
| | - Xiaojing Li
- Shandong
Academy of Chinese Medicine, Jinan 250014, P. R. China
| | - Ping Wang
- Shandong
Academy of Chinese Medicine, Jinan 250014, P. R. China
| | - Zongtong Yang
- Shandong
Academy of Chinese Medicine, Jinan 250014, P. R. China
| | - Qiuhong Zhang
- Jinan
Center for Food and Drug Control, Jinan 250102, P. R. China
| | - Huimin Zhang
- Shandong
Academy of Chinese Medicine, Jinan 250014, P. R. China
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Oh TS, Zabalawi M, Jain S, Long D, Stacpoole PW, McCall CE, Quinn MA. Dichloroacetate improves systemic energy balance and feeding behavior during sepsis. JCI Insight 2022; 7:153944. [PMID: 35730570 PMCID: PMC9309051 DOI: 10.1172/jci.insight.153944] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Accepted: 05/13/2022] [Indexed: 02/01/2023] Open
Abstract
Sepsis is a life-threatening organ dysfunction caused by dysregulated host response to an infection. The metabolic aberrations associated with sepsis underly an acute and organism-wide hyperinflammatory response and multiple organ dysfunction; however, crosstalk between systemic metabolomic alterations and metabolic reprogramming at organ levels remains unknown. We analyzed substrate utilization by the respiratory exchange ratio, energy expenditure, metabolomic screening, and transcriptional profiling in a cecal ligation and puncture model to show that sepsis increases circulating free fatty acids and acylcarnitines but decreases levels of amino acids and carbohydrates, leading to a drastic shift in systemic fuel preference. Comparative analysis of previously published metabolomics from septic liver indicated a positive correlation with hepatic and plasma metabolites during sepsis. In particular, glycine deficiency was a common abnormality of the plasma and liver during sepsis. Interrogation of the hepatic transcriptome in septic mice suggested that the septic liver may contribute to systemic glycine deficiency by downregulating genes involved in glycine synthesis. Interestingly, intraperitoneal injection of the pyruvate dehydrogenase kinase (PDK) inhibitor dichloroacetate reversed sepsis-induced anorexia, energy imbalance, inflammation, dyslipidemia, hypoglycemia, and glycine deficiency. Collectively, our data indicated that PDK inhibition rescued systemic energy imbalance and metabolic dysfunction in sepsis partly through restoration of hepatic fuel metabolism.
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Affiliation(s)
- Tae Seok Oh
- Department of Pathology, Section on Comparative Medicine, and
| | - Manal Zabalawi
- Department of Internal Medicine, Section of Molecular Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Shalini Jain
- Department of Internal Medicine, Section of Molecular Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - David Long
- Department of Internal Medicine, Section of Molecular Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Peter W. Stacpoole
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine and Department of Biochemistry and Molecular Biology, University of Florida College of Medicine, Gainesville, Florida, USA
| | - Charles E. McCall
- Department of Internal Medicine, Section of Molecular Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Matthew A. Quinn
- Department of Pathology, Section on Comparative Medicine, and,Department of Internal Medicine, Section of Molecular Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
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