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Feng SS, Wang SJ, Guo L, Ma PP, Ye XL, Pan ML, Hang B, Mao JH, Snijders AM, Lu YB, Ding DF. Serum bile acid and unsaturated fatty acid profiles of non-alcoholic fatty liver disease in type 2 diabetic patients. World J Diabetes 2024; 15:898-913. [PMID: 38766436 PMCID: PMC11099371 DOI: 10.4239/wjd.v15.i5.898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 01/29/2024] [Accepted: 03/14/2024] [Indexed: 05/10/2024] Open
Abstract
BACKGROUND The understanding of bile acid (BA) and unsaturated fatty acid (UFA) profiles, as well as their dysregulation, remains elusive in individuals with type 2 diabetes mellitus (T2DM) coexisting with non-alcoholic fatty liver disease (NAFLD). Investigating these metabolites could offer valuable insights into the pathophy-siology of NAFLD in T2DM. AIM To identify potential metabolite biomarkers capable of distinguishing between NAFLD and T2DM. METHODS A training model was developed involving 399 participants, comprising 113 healthy controls (HCs), 134 individuals with T2DM without NAFLD, and 152 individuals with T2DM and NAFLD. External validation encompassed 172 participants. NAFLD patients were divided based on liver fibrosis scores. The analytical approach employed univariate testing, orthogonal partial least squares-discriminant analysis, logistic regression, receiver operating characteristic curve analysis, and decision curve analysis to pinpoint and assess the diagnostic value of serum biomarkers. RESULTS Compared to HCs, both T2DM and NAFLD groups exhibited diminished levels of specific BAs. In UFAs, particular acids exhibited a positive correlation with NAFLD risk in T2DM, while the ω-6:ω-3 UFA ratio demonstrated a negative correlation. Levels of α-linolenic acid and γ-linolenic acid were linked to significant liver fibrosis in NAFLD. The validation cohort substantiated the predictive efficacy of these biomarkers for assessing NAFLD risk in T2DM patients. CONCLUSION This study underscores the connection between altered BA and UFA profiles and the presence of NAFLD in individuals with T2DM, proposing their potential as biomarkers in the pathogenesis of NAFLD.
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Affiliation(s)
- Su-Su Feng
- Department of Endocrinology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, Jiangsu Province, China
| | - Si-Jing Wang
- Department of Endocrinology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, Jiangsu Province, China
| | - Lin Guo
- Department of Endocrinology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, Jiangsu Province, China
| | - Pan-Pan Ma
- Department of Endocrinology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, Jiangsu Province, China
| | - Xiao-Long Ye
- Department of Endocrinology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, Jiangsu Province, China
| | - Ming-Lin Pan
- Department of Endocrinology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, Jiangsu Province, China
| | - Bo Hang
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States
| | - Jian-Hua Mao
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States
| | - Antoine M Snijders
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States
| | - Yi-Bing Lu
- Department of Endocrinology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, Jiangsu Province, China
| | - Da-Fa Ding
- Department of Endocrinology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, Jiangsu Province, China
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Chen W, Xu Z, You W, Zhou Y, Wang L, Huang Y, Shan T. Cold exposure alters lipid metabolism of skeletal muscle through HIF-1α-induced mitophagy. BMC Biol 2023; 21:27. [PMID: 36750818 PMCID: PMC9906913 DOI: 10.1186/s12915-023-01514-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 01/12/2023] [Indexed: 02/09/2023] Open
Abstract
BACKGROUND In addition to its contractile properties and role in movement, skeletal muscle plays an important function in regulating whole-body glucose and lipid metabolism. A central component of such regulation is mitochondria, whose quality and function are essential in maintaining proper metabolic homeostasis, with defects in processes such as autophagy and mitophagy involved in mitochondria quality control impairing skeletal muscle mass and function, and potentially leading to a number of associated diseases. Cold exposure has been reported to markedly induce metabolic remodeling and enhance insulin sensitivity in the whole body by regulating mitochondrial biogenesis. However, changes in lipid metabolism and lipidomic profiles in skeletal muscle in response to cold exposure are unclear. Here, we generated lipidomic or transcriptome profiles of mouse skeletal muscle following cold induction, to dissect the molecular mechanisms regulating lipid metabolism upon acute cold treatment. RESULTS Our results indicated that short-term cold exposure (3 days) can lead to a significant increase in intramuscular fat deposition. Lipidomic analyses revealed that a cold challenge altered the overall lipid composition by increasing the content of triglyceride (TG), lysophosphatidylcholine (LPC), and lysophosphatidylethanolamine (LPE), while decreasing sphingomyelin (SM), validating lipid remodeling during the cold environment. In addition, RNA-seq and qPCR analysis showed that cold exposure promoted the expression of genes related to lipolysis and fatty acid biosynthesis. These marked changes in metabolic effects were associated with mitophagy and muscle signaling pathways, which were accompanied by increased TG deposition and impaired fatty acid oxidation. Mechanistically, HIF-1α signaling was highly activated in response to the cold challenge, which may contribute to intramuscular fat deposition and enhanced mitophagy in a cold environment. CONCLUSIONS Overall, our data revealed the adaptive changes of skeletal muscle associated with lipidomic and transcriptomic profiles upon cold exposure. We described the significant alterations in the composition of specific lipid species and expression of genes involved in glucose and fatty acid metabolism. Cold-mediated mitophagy may play a critical role in modulating lipid metabolism in skeletal muscle, which is precisely regulated by HIF-1α signaling.
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Affiliation(s)
- Wentao Chen
- grid.13402.340000 0004 1759 700XCollege of Animal Sciences, Zhejiang University, 866 Yuhangtang Road, Hangzhou, 310058 China ,grid.419897.a0000 0004 0369 313XKey Laboratory of Molecular Animal Nutrition (Zhejiang University), Ministry of Education, 866 Yuhangtang Road, Hangzhou, 310058 China ,Key Laboratory of Animal Feed and Nutrition of Zhejiang Province, 866 Yuhangtang Road, Hangzhou, China
| | - Ziye Xu
- grid.13402.340000 0004 1759 700XCollege of Animal Sciences, Zhejiang University, 866 Yuhangtang Road, Hangzhou, 310058 China ,grid.419897.a0000 0004 0369 313XKey Laboratory of Molecular Animal Nutrition (Zhejiang University), Ministry of Education, 866 Yuhangtang Road, Hangzhou, 310058 China ,Key Laboratory of Animal Feed and Nutrition of Zhejiang Province, 866 Yuhangtang Road, Hangzhou, China
| | - Wenjing You
- grid.13402.340000 0004 1759 700XCollege of Animal Sciences, Zhejiang University, 866 Yuhangtang Road, Hangzhou, 310058 China ,grid.419897.a0000 0004 0369 313XKey Laboratory of Molecular Animal Nutrition (Zhejiang University), Ministry of Education, 866 Yuhangtang Road, Hangzhou, 310058 China ,Key Laboratory of Animal Feed and Nutrition of Zhejiang Province, 866 Yuhangtang Road, Hangzhou, China
| | - Yanbing Zhou
- grid.13402.340000 0004 1759 700XCollege of Animal Sciences, Zhejiang University, 866 Yuhangtang Road, Hangzhou, 310058 China ,grid.419897.a0000 0004 0369 313XKey Laboratory of Molecular Animal Nutrition (Zhejiang University), Ministry of Education, 866 Yuhangtang Road, Hangzhou, 310058 China ,Key Laboratory of Animal Feed and Nutrition of Zhejiang Province, 866 Yuhangtang Road, Hangzhou, China
| | - Liyi Wang
- grid.13402.340000 0004 1759 700XCollege of Animal Sciences, Zhejiang University, 866 Yuhangtang Road, Hangzhou, 310058 China ,grid.419897.a0000 0004 0369 313XKey Laboratory of Molecular Animal Nutrition (Zhejiang University), Ministry of Education, 866 Yuhangtang Road, Hangzhou, 310058 China ,Key Laboratory of Animal Feed and Nutrition of Zhejiang Province, 866 Yuhangtang Road, Hangzhou, China
| | - Yuqin Huang
- grid.13402.340000 0004 1759 700XCollege of Animal Sciences, Zhejiang University, 866 Yuhangtang Road, Hangzhou, 310058 China ,grid.419897.a0000 0004 0369 313XKey Laboratory of Molecular Animal Nutrition (Zhejiang University), Ministry of Education, 866 Yuhangtang Road, Hangzhou, 310058 China ,Key Laboratory of Animal Feed and Nutrition of Zhejiang Province, 866 Yuhangtang Road, Hangzhou, China
| | - Tizhong Shan
- College of Animal Sciences, Zhejiang University, 866 Yuhangtang Road, Hangzhou, 310058, China. .,Key Laboratory of Molecular Animal Nutrition (Zhejiang University), Ministry of Education, 866 Yuhangtang Road, Hangzhou, 310058, China. .,Key Laboratory of Animal Feed and Nutrition of Zhejiang Province, 866 Yuhangtang Road, Hangzhou, China.
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Jiang LP, Sun HZ. Long-chain saturated fatty acids and its interaction with insulin resistance and the risk of nonalcoholic fatty liver disease in type 2 diabetes in Chinese. Front Endocrinol (Lausanne) 2022; 13:1051807. [PMID: 36568120 PMCID: PMC9768420 DOI: 10.3389/fendo.2022.1051807] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 11/23/2022] [Indexed: 12/13/2022] Open
Abstract
INTRODUCTION This study aimed to explore relationships between long-chain saturated fatty acids (LSFAs) and nonalcoholic fatty liver disease (NAFLD) in patients with type 2 diabetes (T2D); and whether insulin action had an interactive effect with LSFAs on NAFLD progression. METHODS From April 2018 to April 2019, we extracted the electronic medical records of 481 patients with T2D who meet the inclusion and exclusion criteria from the Second Affiliated Hospital of Dalian Medical University. Ultrasound was used to estimate NAFLD at admission. Logistic regression analysis were used to estimate odds ratios (OR) and 95% confidence intervals (CI). The additive interaction was carried out to estimate interactions between LSFAs and insulin resistance (IR) in NAFLD patients with T2D. RESULTS Myristic acid (14:0) and palmitic acid (16:0) were positively associated with the risk of NAFLD (OR for myristic acid (14:0): 7.516, 3.557-15.882 and OR for palmitic acid (16:0): 4.071, 1.987-8.343, respectively). After adjustment for traditional risk factors, these associations were slightly attenuated but still highly significant. Co-presence of myristic acid (14:0)>72.83 μmol/L and IR>4.89 greatly increased OR of NAFLD to 9.691 (4.113-22.833). Similarly, co-presence of palmitic acid (16:0)>3745.43μmol/L and IR>4.89 greatly increased OR of NAFLD to 6.518(2.860-14.854). However, stearic acid (18:0) and risk of NAFLD have no association. Moreover, there was no association between very-long-chain SFAs (VLSFAs) and risk of NAFLD. DISCUSSION Myristic acid (14:0) and palmitic acid (16:0) were positively associated with the risk of NAFLD in T2D patients in China. High IR amplified the effect of high myristic acid (14:0) and high palmitic acid (16:0) on NAFLD.
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Affiliation(s)
- Li-Peng Jiang
- Department of Radiation Oncology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China
| | - Hong-Zhi Sun
- Department of General Surgery, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, China
- Key Laboratory of Liaoning Tumor Clinical Metabolomics (KLLTCM), Jinzhou Medical University, Jinzhou, China
- *Correspondence: Hong-Zhi Sun,
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Tian H, Wang S, Deng Y, Xing Y, Zhao L, Zhang X, Zhang P, Liu N, Su B. Fatty Acid Profiles and Their Association With Autoimmunity, Insulin Sensitivity and β Cell Function in Latent Autoimmune Diabetes in Adults. Front Endocrinol (Lausanne) 2022; 13:916981. [PMID: 35846301 PMCID: PMC9276921 DOI: 10.3389/fendo.2022.916981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Accepted: 06/01/2022] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND The pathogenesis of the progressive loss of beta cell function latent autoimmune diabetes in adults (LADA) remains still elusive. We aim to study the fatty acid (FA) profile in LADA. SUBJECTS AND METHODS Data from 116 patients with diabetes and GADA and 249 diabetes controls without GADA selected by Propensity Score Matching were collected. FA was analyzed with liquid chromatography-tandem mass spectrometry analysis. RESULTS Principal factor analysis found component 1 explains 82.6% of total variance contained fatty acids from a mixed of lard oil, seafood, and vegetable diet, followed by diet predominantly from vegetable oil, a diet of high fat diet, and a diet of seafood diet. The FA heatmap looked clearly different among the three groups with more similar type 1 (t1dm) and LADA fatty acid profile. n-3 α-linolenic acid (ALA), n-3 long chain polyunsaturated fatty acid (n-3 LC-PUFA), such as Eicosapentaenoic Acid and Docosapentaenoic Acid, n-3/n-6 ratio and triene/tetraene ratio were higher in patients with type 2 diabetes (t2dm) compared with LADA and t1dm. Saturated FAs were lower in t2dm than t1dm and LADA. Arachidic acid and n-6 LC-PUFAs were lower in t2dm than in t1dm and LADA. The characteristics of FAs in LADA were in between of classical t1dm and t2dm. Patients were classified into 6 clusters by FA clusters. Only cluster 2, 3, 5 contained enough patients to be analyzed. Cluster 5 showed an insulin deficient phenotype containing more than 60% of patients with t1dm and LADA and only 12.8% of t2dm. Cluster 2 and 3 were similar. β cell function and glycemic control was better in cluster 3 homing 25% of t2dm. Cluster 2 held 28% of t1dm and LADA, in this cluster more than 60% of patients was t2dm. n-3 linolenic acid, n-3 LC-PUFAs, some n-6 LC-PUFAs, n-3/n-6 ratio and triene/tetraene ratio were negatively associated with GADA positivity while n-6 Arachidonic Acid was associated positively with GADA. Similar findings were found for insulin sensitivity and beta cell function. CONCLUSION PUFA are associated with insulin sensitivity and beta cell function, and like other clinical features, FA profile distributed differently, but could not be used as makers to differentiate LADA from t1dm and t2dm. ETHICS AND DISSEMINATION This study has been approved by the Ethical Review Committee of Second Hospital of Dalian Medical University (approval number: 2021-005). CLINICAL TRIAL REGISTRATION none.
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Affiliation(s)
| | | | | | | | | | | | | | - Nan Liu
- *Correspondence: Benli Su, ; Nan Liu,
| | - Benli Su
- *Correspondence: Benli Su, ; Nan Liu,
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Wang S, Cao YF, Sun XY, Hong M, Fang ZZ, Luo HH, Sun H, Yang P. Plasma Amino Acids and Residual Hypertriglyceridemia in Diabetic Patients Under Statins: Two Independent Cross-Sectional Hospital-Based Cohorts. Front Cardiovasc Med 2021; 8:605716. [PMID: 34136538 PMCID: PMC8200824 DOI: 10.3389/fcvm.2021.605716] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Accepted: 04/20/2021] [Indexed: 12/20/2022] Open
Abstract
Objective: The objective of the study was to investigate the relationship of amino acid metabolism with hypertriglyceridemia in diabetic patients under statins free of prior cardiovascular diseases. Methods: Two independent cross-sectional hospital based cohorts, i.e., Liaoning Medical University First Affiliated Hospital (LMUFAH, n = 146) and the Second Affiliated Hospital of Dalian Medical University (SAHDMU, n = 294) were included in the current analysis. Hypertriglyceridemia was defined as triglyceride ≥1.7 mmol/L, and well-controlled LDL-C was defined as <2.6 mmol/L. The adjusted ORs (95% CI) of circulating metabolic measures for hypertriglyceridemia were assessed using logistic regression. Pooled results of metabolites with the same direction of association in both cohorts were combined using inverse variance-weighted fixed-effect meta-analysis. Difference of identified metabolites in patients with and without hypertriglyceridemia were also obtained in the context of LDL-C. Results: Patients, 86 and 106, were with hypertriglyceridemia in LMUFAH and SAHDMU, respectively. We observed that elevated alanine, asparagine, leucine, and valine were consistently associated with increased hypertriglyceridemia in both cohorts. In fixed-effect pooled analysis, the OR (95% CI) per SD increase was 1.71 (1.32–2.20) for alanine, 1.62 (1.20–2.19) for asparagine, 1.64 (1.22–2.20) for leucine, and 1.62 (1.22–2.13) for valine (all P values ranged from 0.0018 to <0.0001); adjusting for C-peptide attenuated effect sizes of Ala, Leu, and Val for hypertriglyceridemia. The difference were robust in groups with well- or bad-controlled LDL-C. Conclusion: Among 23 amino acids, alanine, asparagine, leucine, and valine were positively associated with increased residual risk of hypertriglyceridemia in diabetic patients with statin treatment.
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Affiliation(s)
- Shuang Wang
- Cardiology Department, China-Japan Union Hospital of Jilin University, Changchun, China.,Jilin Provincial Molecular Biology Research Center for Precision Medicine of Major Cardiovascular Disease, Changchun, China.,Jilin Provincial Cardiovascular Research Institute, Changchun, China
| | - Yun-Feng Cao
- Key Laboratory of Liaoning Tumor Clinical Metabolomics, Jinzhou, China
| | | | - Mo Hong
- RSKT Biopharma Inc, Dalian, China
| | - Zhong-Ze Fang
- Department of Toxicology and Sanitary Chemistry, School of Public Health, Tianjin Medical University, Tianjin, China
| | - Hui-Huan Luo
- Department of Toxicology and Sanitary Chemistry, School of Public Health, Tianjin Medical University, Tianjin, China
| | - Huan Sun
- Cardiology Department, China-Japan Union Hospital of Jilin University, Changchun, China.,Jilin Provincial Molecular Biology Research Center for Precision Medicine of Major Cardiovascular Disease, Changchun, China.,Jilin Provincial Cardiovascular Research Institute, Changchun, China
| | - Ping Yang
- Cardiology Department, China-Japan Union Hospital of Jilin University, Changchun, China.,Jilin Provincial Molecular Biology Research Center for Precision Medicine of Major Cardiovascular Disease, Changchun, China.,Jilin Provincial Cardiovascular Research Institute, Changchun, China
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