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Zhang B, Wan Y, Zhou X, Zhang H, Zhao H, Ma L, Dong X, Yan M, Zhao T, Li P. Characteristics of Serum Metabolites and Gut Microbiota in Diabetic Kidney Disease. Front Pharmacol 2022; 13:872988. [PMID: 35548353 PMCID: PMC9084235 DOI: 10.3389/fphar.2022.872988] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 03/18/2022] [Indexed: 01/11/2023] Open
Abstract
Disturbance of circulating metabolites and disorders of the gut microbiota are involved in the progression of diabetic kidney disease (DKD). However, there is limited research on the relationship between serum metabolites and gut microbiota, and their involvement in DKD. In this study, using an experimental DKD rat model induced by combining streptozotocin injection and unilateral nephrectomy, we employed untargeted metabolomics and 16S rRNA gene sequencing to explore the relationship between the metabolic profile and the structure and function of gut microbiota. Striking alterations took place in 140 serum metabolites, as well as in the composition and function of rat gut microbiota. These changes were mainly associated with carbohydrate, lipid, and amino acid metabolism. In these pathways, isomaltose, D-mannose, galactonic acid, citramalic acid, and prostaglandin B2 were significantly upregulated. 3-(2-Hydroxyethyl)indole, 3-methylindole, and indoleacrylic acid were downregulated and were the critical metabolites in the DKD model. Furthermore, the levels of these three indoles were restored after treatment with the traditional Chinese herbal medicine Tangshen Formula. At the genera level, g_Eubacterium_nodatum_group, g_Lactobacillus, and g_Faecalibaculum were most involved in metabolic disorders in the progression of DKD. Notably, the circulating lipid metabolites had a strong relationship with DKD-related parameters and were especially negatively related to the mesangial matrix area. Serum lipid indices (TG and TC) and UACR were directly associated with certain microbial genera. In conclusion, the present research verified the anomalous circulating metabolites and gut microbiota in DKD progression. We also identified the potential metabolic and microbial targets for the treatment of DKD.
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Affiliation(s)
- Bo Zhang
- Graduate School of Peking Union Medical College, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Beijing Key Laboratory for Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Yuzhou Wan
- Beijing Key Laboratory for Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Xuefeng Zhou
- Beijing Key Laboratory for Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Haojun Zhang
- Beijing Key Laboratory for Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Hailing Zhao
- Beijing Key Laboratory for Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Liang Ma
- Beijing Key Laboratory for Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Xi Dong
- Beijing Key Laboratory for Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Meihua Yan
- Beijing Key Laboratory for Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Tingting Zhao
- Graduate School of Peking Union Medical College, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Beijing Key Laboratory for Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Ping Li
- Beijing Key Laboratory for Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
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Hansch C, Zhang L. Comparative QSAR: radical toxicity and scavenging. Two different sides of the same coin. SAR AND QSAR IN ENVIRONMENTAL RESEARCH 1995; 4:73-82. [PMID: 8765903 DOI: 10.1080/10629369508029905] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
From an analysis of the toxicity of phenols to rat embryos and anilines to embryo fibroblast cells a new type of toxicity is postulated for these classes of compounds. Substituents which increase the electron density on the aromatic ring as estimated by sigma + or epsilon HOMO increase potency. It is postulated that it is the radical form of the phenols and the anilines that accounts for their toxicity. The results are compared with QSAR for radical scavengers and oxidoreductases acting on phenols, anilines and carbazoles.
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Affiliation(s)
- C Hansch
- Chemistry Department, Pomona College, Claremont, California 91711-6338, USA
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Massias L, Postaire E, Regnault C, Hazebroucq G. Thermal desorption-gas chromatographic determination of ethane and pentane in breath as potential markers of lipid peroxidation. Biomed Chromatogr 1993; 7:200-3. [PMID: 8219697 DOI: 10.1002/bmc.1130070406] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Formation of free radicals and lipoperoxidation occur at the onset of cellular damage. These effects are produced during normal metabolism and in pathological states. The peroxidation of polyunsaturated fatty acids, i.e. linoleic acid and linolenic acid, which are both cellular membrane compounds, induces ethane and pentane formation in pulmonary air exhalation. These two volatile hydrocarbons can be considered as potential lipoperoxidation markers. Methodological difficulties limit the use of these gases for assessment of free oxygen radical activity but we have developed and validated a non-invasive technique. A study was performed with ten healthy volunteers.
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Affiliation(s)
- L Massias
- Department of Clinical Pharmacy, School of Pharmacy, Châtenay-Malabry, France
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Lissi EA, Faure M, Montoya N, Videla LA. Reactivity of indole derivatives towards oxygenated radicals. FREE RADICAL RESEARCH COMMUNICATIONS 1991; 15:211-22. [PMID: 1816052 DOI: 10.3109/10715769109049143] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
The reactivity of a series of indole derivatives was assessed in the following systems: (i) oxidation of the indole derivatives induced by the thermolysis of 2,2'-azobis-(2-amidinopropane) (ABAP); (ii) oxidation of cumene induced by the thermolysis of 2,2'-azobis-(2-methyl propionitrile) (AIBN); (iii) lysozyme inactivation induced by the thermolysis of ABAP and (iv) brain homogenate autoxidation. In systems (ii) to (iv), addition of the indole derivatives decreases the rate of the process. The data obtained indicate that common factors (i.e., oxidation potential and presence of N-H bonds) control the reactivity of the indole derivatives in the four systems considered. However, in the brain homogenate autoxidation, hydrophobicity is an additional factor that affects the efficiency of antioxidants, as illustrated by Q1/2 values (the concentration of additive required to decrease the autoxidation rate to one half that observed in the absence of additive) of 0.1 mM and much greater than 8 mM for 3-methylindole and tryptophan, respectively.
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Affiliation(s)
- E A Lissi
- Departamento di Quimica, Facultad de Ciencia, Universidad de Santiago de Chile, Santiago
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Yost GS, Kuntz DJ, McGill LD. Organ-selective switching of 3-methylindole toxicity by glutathione depletion. Toxicol Appl Pharmacol 1990; 103:40-51. [PMID: 2315931 DOI: 10.1016/0041-008x(90)90260-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
A high dose (550 mg/kg) of 3-methylindole (3MI) specifically damaged pulmonary tissue in Swiss-Webster mice without causing any hepatic or renal necrosis. When a glutathione depleter, L-buthionine-(S,R)-sulfoximine (BSO, 1.0 mmol/kg), was administered to mice 3 hr before a low dose of 3-methylindole (75 mg/kg), significant renal damage was observed by histopathological examination after 4 hr. The nephrotoxicity occurred without any observable pathological damage to lung tissues. Increased doses of BSO caused dose-dependent increases in renal toxicity. A low dose of BSO (1.0 mmol/kg) caused no depletion of renal glutathione levels, a large depletion of hepatic glutathione levels (60% of control values), and much larger increases in covalent binding of [methyl-14C]3-methylindole to renal tissues (3.4-fold) than to hepatic tissues (1.5-fold) or pulmonary tissues (2.1-fold). No evidence of hepatic or pulmonary histopathological damage was observed at any dose of BSO with 75 mg/kg 3MI. These results indicate that a shift in organ selectivity of 3MI-induced toxicity from pulmonary to renal sites occurs as a result of glutathione depletion in hepatic tissues. The production of a toxic metabolite in the livers of glutathione-depleted mice that is circulated to susceptible renal cells may be the mechanism of this interesting organ-selective shift in toxicity of 3MI.
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Affiliation(s)
- G S Yost
- Department of Pharmacology and Toxicology, University of Utah, Salt Lake City
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