1
|
Kang S, Kim W, Nam J, Li K, Kang Y, Bae B, Chun KH, Chung C, Lee J. Non-Targeted Metabolomics Investigation of a Sub-Chronic Variable Stress Model Unveils Sex-Dependent Metabolic Differences Induced by Stress. Int J Mol Sci 2024; 25:2443. [PMID: 38397124 PMCID: PMC10889542 DOI: 10.3390/ijms25042443] [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: 01/29/2024] [Revised: 02/16/2024] [Accepted: 02/18/2024] [Indexed: 02/25/2024] Open
Abstract
Depression is twice as prevalent in women as in men, however, most preclinical studies of depression have used male rodent models. This study aimed to examine how stress affects metabolic profiles depending on sex using a rodent depression model: sub-chronic variable stress (SCVS). The SCVS model of male and female mice was established in discovery and validation sets. The stress-induced behavioral phenotypic changes were similar in both sexes, however, the metabolic profiles of female plasma and brain became substantially different after stress, whereas those of males did not. Four stress-differential plasma metabolites-β-hydroxybutyric acid (BHB), L-serine, glycerol, and myo-inositol-could yield biomarker panels with excellent performance to discern the stressed individuals only for females. Disturbances in BHB, glucose, 1,5-anhydrosorbitol, lactic acid, and several fatty acids in the plasma of stressed females implied a systemic metabolic shift to β-oxidation in females. The plasma levels of BHB and corticosterone only in stressed females were observed not only in SCVS but also in an acute stress model. These results collectively suggest a sex difference in the metabolic responses by stress, possibly involving the energy metabolism shift to β-oxidation and the HPA axis dysregulation in females.
Collapse
Affiliation(s)
- Seulgi Kang
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Republic of Korea; (S.K.); (K.L.); (Y.K.); (B.B.)
| | - Woonhee Kim
- Department of Biological Sciences, Konkuk University, Seoul 05029, Republic of Korea; (W.K.); (J.N.); (C.H.C.)
| | - Jimin Nam
- Department of Biological Sciences, Konkuk University, Seoul 05029, Republic of Korea; (W.K.); (J.N.); (C.H.C.)
| | - Ke Li
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Republic of Korea; (S.K.); (K.L.); (Y.K.); (B.B.)
| | - Yua Kang
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Republic of Korea; (S.K.); (K.L.); (Y.K.); (B.B.)
| | - Boyeon Bae
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Republic of Korea; (S.K.); (K.L.); (Y.K.); (B.B.)
| | - Kwang-Hoon Chun
- Gachon Institute of Pharmaceutical Sciences, College of Pharmacy, Gachon University, Incheon 21936, Republic of Korea;
| | - ChiHye Chung
- Department of Biological Sciences, Konkuk University, Seoul 05029, Republic of Korea; (W.K.); (J.N.); (C.H.C.)
| | - Jeongmi Lee
- School of Pharmacy, Sungkyunkwan University, Suwon 16419, Republic of Korea; (S.K.); (K.L.); (Y.K.); (B.B.)
| |
Collapse
|
2
|
Cheng L, Correia MSP, Higdon SM, Romero Garcia F, Tsiara I, Joffré E, Sjöling Å, Boulund F, Norin EL, Engstrand L, Globisch D, Du J. The protective role of commensal gut microbes and their metabolites against bacterial pathogens. Gut Microbes 2024; 16:2356275. [PMID: 38797999 PMCID: PMC11135852 DOI: 10.1080/19490976.2024.2356275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 05/13/2024] [Indexed: 05/29/2024] Open
Abstract
Multidrug-resistant microorganisms have become a major public health concern around the world. The gut microbiome is a gold mine for bioactive compounds that protect the human body from pathogens. We used a multi-omics approach that integrated whole-genome sequencing (WGS) of 74 commensal gut microbiome isolates with metabolome analysis to discover their metabolic interaction with Salmonella and other antibiotic-resistant pathogens. We evaluated differences in the functional potential of these selected isolates based on WGS annotation profiles. Furthermore, the top altered metabolites in co-culture supernatants of selected commensal gut microbiome isolates were identified including a series of dipeptides and examined for their ability to prevent the growth of various antibiotic-resistant bacteria. Our results provide compelling evidence that the gut microbiome produces metabolites, including the compound class of dipeptides that can potentially be applied for anti-infection medication, especially against antibiotic-resistant pathogens. Our established pipeline for the discovery and validation of bioactive metabolites from the gut microbiome as novel candidates for multidrug-resistant infections represents a new avenue for the discovery of antimicrobial lead structures.
Collapse
Affiliation(s)
- Liqin Cheng
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Stockholm, Sweden
- The Department of Pathophysiology, School of Basic Medicine Science, Central South University, Changsha, China
| | - Mário S. P. Correia
- Department of Chemistry - BMC, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Shawn M. Higdon
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Stockholm, Sweden
| | - Fabricio Romero Garcia
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Stockholm, Sweden
| | - Ioanna Tsiara
- Department of Chemistry - BMC, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Enrique Joffré
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Stockholm, Sweden
| | - Åsa Sjöling
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Stockholm, Sweden
- Department of Chemistry and Molecular Biology, University of Gothenburg, Göteborg, Sweden
| | - Fredrik Boulund
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Stockholm, Sweden
| | - Elisabeth Lissa Norin
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Stockholm, Sweden
| | - Lars Engstrand
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Stockholm, Sweden
- Science for Life Laboratory, Stockholm, Sweden
| | - Daniel Globisch
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Stockholm, Sweden
- Department of Chemistry - BMC, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Juan Du
- Centre for Translational Microbiome Research (CTMR), Department of Microbiology, Tumor and Cell Biology, Stockholm, Sweden
| |
Collapse
|
3
|
Effect of the ethyl acetate extract of Sophora flavescens Aiton on diabetic retinopathy based on untargeted retinal metabolomics. J Chromatogr B Analyt Technol Biomed Life Sci 2022; 1198:123233. [DOI: 10.1016/j.jchromb.2022.123233] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 02/15/2022] [Accepted: 03/26/2022] [Indexed: 12/22/2022]
|