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Cao T, Ni X, Halengbieke A, Tang J, Han Y, Sun F, Gao B, Zheng D, Yan Y, Yang X. Effects of the triglyceride-glucose index on non-alcoholic fatty liver disease: Causal evidence from longitudinal cohort studies. Arch Gerontol Geriatr 2025; 133:105813. [PMID: 40073798 DOI: 10.1016/j.archger.2025.105813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Revised: 02/08/2025] [Accepted: 03/02/2025] [Indexed: 03/14/2025]
Abstract
BACKGROUND Insulin resistance (IR) is strongly related to non-alcoholic fatty liver disease (NAFLD). Triglyceride-glucose (TyG) index serves as a novel substitute indicator for IR. However, research on the effect of TyG index on NAFLD remains sparse. This study aims to investigate the causal association between TyG index and incident NAFLD. METHODS The primary cohort consisted of 27,052 participants from the Beijing Health Management Cohort, while the external validation cohort included 75,023 participants from the Taiwan MJ Cohort. Entropy balancing for continuous treatments (EBCT) combined with logistic regression and targeted maximum likelihood estimation (TMLE) were used to evaluate the causal association between the TyG index and incident NAFLD. RESULTS During a median follow-up of 2.49 years in the primary cohort, 6,168 participants (median age: 36.0 years) developed incident NAFLD. EBCT combined with logistic regression revealed the odds ratio (95 % CI) of NAFLD risk was 1.742 (1.478-2.054) for each 1-unit increase in the baseline TyG index. In the TMLE model, the risk ratio (95 % CI) for NAFLD was 1.540 (1.406-1.687) in the Q4 (quartile 4) group compared with the Q1 group. These findings were consistent with those from the external validation cohort, reinforcing the robustness of the causal relationship between the TyG index and NAFLD incidence. CONCLUSIONS The advanced double-robust estimation method suggests that a higher baseline TyG index may be causally associated with an increased NAFLD risk, providing more reliable evidence for its role as a simple biomarker and demonstrating the utility of double-robust estimation causal inference models in epidemiology.
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Affiliation(s)
- Tengrui Cao
- School of Public Health, Capital Medical University, NO. 10 Xitoutiao, Youanmenwai, Fengtai District, Beijing 100069, China.
| | - Xuetong Ni
- School of Public Health, Capital Medical University, NO. 10 Xitoutiao, Youanmenwai, Fengtai District, Beijing 100069, China.
| | - Aheyeerke Halengbieke
- School of Public Health, Capital Medical University, NO. 10 Xitoutiao, Youanmenwai, Fengtai District, Beijing 100069, China.
| | - Jianmin Tang
- School of Public Health, Capital Medical University, NO. 10 Xitoutiao, Youanmenwai, Fengtai District, Beijing 100069, China.
| | - Yumei Han
- Science and Education Section, Beijing Physical Examination Center, No. 59, Beiwei Road, Xicheng District, Beijing 100050, China.
| | - Feng Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing 100191, China.
| | - Bo Gao
- School of Public Health, Capital Medical University, NO. 10 Xitoutiao, Youanmenwai, Fengtai District, Beijing 100069, China.
| | - Deqiang Zheng
- School of Public Health, Capital Medical University, NO. 10 Xitoutiao, Youanmenwai, Fengtai District, Beijing 100069, China.
| | - Yuxiang Yan
- School of Public Health, Capital Medical University, NO. 10 Xitoutiao, Youanmenwai, Fengtai District, Beijing 100069, China.
| | - Xinghua Yang
- School of Public Health, Capital Medical University, NO. 10 Xitoutiao, Youanmenwai, Fengtai District, Beijing 100069, China.
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Chen JL, Duan SJ, Xie S, Yao SK. Diagnostic accuracy of noninvasive steatosis biomarkers with magnetic resonance imaging proton density fat fraction as gold standard. World J Radiol 2025; 17:104272. [DOI: 10.4329/wjr.v17.i5.104272] [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: 12/15/2024] [Revised: 03/16/2025] [Accepted: 04/11/2025] [Indexed: 05/26/2025] Open
Abstract
BACKGROUND Nonalcoholic fatty liver disease (NAFLD) is the most common chronic liver disease. The accuracy of noninvasive biomarkers for detecting hepatic steatosis is still limited.
AIM To assess the diagnostic performance of noninvasive steatosis biomarkers in diagnosing NAFLD using magnetic resonance imaging proton density fat fraction (MRI-PDFF) as the gold standard.
METHODS A total of 131 suspected NAFLD patients (60% male, median age 36 years) undergoing MRI-PDFF were consecutively recruited from a tertiary hospital. Steatosis grades determined by MRI-PDFF were classified as none (< 5%), mild (5%-11%), moderate (11%-17%), and severe (≥ 17%). Six steatosis biomarkers were calculated according to clinical parameters and laboratory tests, including fatty liver index, hepatic steatosis index, ZJU index, Framingham steatosis index, triglycerides and glucose index, and visceral adiposity index. The accuracy of these biomarkers in detecting hepatic steatosis was evaluated using the area under the receiver operating characteristic curves (AUCs). The Youden index was used to determine the optimal cut-off for each biomarker. The linear trend analysis of each biomarker across the steatosis grades was conducted by Mantel-Haenszel χ2 test. Spearman's rank correlation assessed the relationship between steatosis biomarkers and MRI-PDFF.
RESULTS Steatosis grades based on MRI-PDFF prevalence were: None 27%, mild 40%, moderate 15% and severe 18%. Six steatosis biomarkers showed a linear trend across the steatosis grades and a significant positive correlation with MRI-PDFF. The six steatosis biomarkers demonstrated AUCs near 0.90 (range: 0.857-0.912, all P < 0.001) for diagnosing NAFLD by MRI-PDFF ≥ 5%. The optimal cut-offs showed sensitivity between 84.4%-91.7% and specificity between 71.4%-85.7%. The diagnostic performance of these biomarkers in detecting moderate-to-severe and severe steatosis was relatively weaker.
CONCLUSION These noninvasive steatosis biomarkers accurately diagnosed NAFLD and correlated well with MRI-PDFF for detecting NAFLD, but they did not effectively detect moderate or severe steatosis.
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Affiliation(s)
- Jia-Liang Chen
- Center of Integrative Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing 100015, China
| | - Shao-Jie Duan
- Graduate School, Beijing University of Chinese Medicine, Beijing 100029, China
| | - Sheng Xie
- Department of Radiology, China-Japan Friendship Hospital, Beijing 100029, China
| | - Shu-Kun Yao
- Department of Gastroenterology, China-Japan Friendship Hospital, Beijing 100029, China
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Duan S, Chen M, Chen J, Shao Y, Jin X, Wang C, Feng P, Teng X, Yu Z. Application of insulin resistance score in type 2 diabetes mellitus complicated with fatty liver and liver fibrosis. Eur J Gastroenterol Hepatol 2025:00042737-990000000-00531. [PMID: 40359287 DOI: 10.1097/meg.0000000000002998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/15/2025]
Abstract
BACKGROUND Insulin resistance plays a pivotal role in the progression of type 2 diabetes mellitus (T2DM). An in-depth investigation into the role of insulin resistance scores in evaluating T2DM combined with metabolic-associated fatty liver disease (MAFLD) and liver fibrosis holds significant importance for clinical decisions and personalized treatment. METHODS The study screened patients with diabetes from Taizhou Central Hospital from June 2020 to May 2024. In conjunction with the National Health and Nutrition Examination Survey (NHANES) database, various statistical methods such as logistic regression analysis, restricted cubic spline, and receiver operating characteristic curves were employed to complete data analysis. RESULTS This study encompassed 3776 patients with T2DM, including 1074 diagnosed with MAFLD. Insulin resistance scores in the MAFLD group were significantly elevated. Compared with nonfibrotic patients, those with T2DM and liver fibrosis exhibited notably higher Chinese visceral adiposity index (CVAI) scores and notably lower triglyceride-glucose index and visceral adiposity index scores; the incidence of hypertension, coronary heart disease, stroke, and peripheral arterial disease were significantly elevated. Among other insulin resistance scores, the CVAI score demonstrated the highest value for correlating with the MAFLD and liver fibrosis in patients with T2DM. The NHANES database, encompassing data from 6763 individuals, validated the aforementioned findings, further affirming that the CVAI score exhibited optimal consistency with the risk of T2DM with MAFLD and liver fibrosis. CONCLUSION The insulin resistance scores were significantly elevated in T2DM combined with MAFLD. The CVAI score demonstrated the best predictive effect on MAFLD and liver fibrosis.
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Affiliation(s)
- Shaojie Duan
- Department of Gastroenterology
- Department of Geriatrics
| | | | - Jie Chen
- Endoscopy Center, Taizhou Central Hospital (Taizhou University Hospital), Taizhou, Zhejiang, China
| | | | | | | | | | | | - Zhenjun Yu
- Department of Gastroenterology
- Department of Geriatrics
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Zou Y, Dai Y, Li Z, Lin B, Chen H, Zhuang Z, Li W, Yang Q, Dai D. Modified triglyceride-glucose indices as novel predictors of metabolic dysfunction-associated fatty liver disease in US adolescents: a nationally representative study from NHANES 2017-2020. BMC Gastroenterol 2025; 25:325. [PMID: 40312305 PMCID: PMC12044992 DOI: 10.1186/s12876-025-03915-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2025] [Accepted: 04/18/2025] [Indexed: 05/03/2025] Open
Abstract
BACKGROUND Metabolic dysfunction-associated fatty liver disease (MAFLD) has become the most prevalent chronic liver condition in adolescents. The triglyceride-glucose (TyG) index, a surrogate marker of insulin resistance, has shown promise in adult MAFLD detection but requires pediatric-specific validation, particularly when combined with anthropometric measures. This study investigated the association between modified TyG indices and MAFLD, and evaluated their predictive value in adolescents. METHODS This cross-sectional study analyzed data from 532 adolescents (12-18 years) in the 2017-2020 National Health and Nutrition Examination Survey (NHANES) with complete records. MAFLD diagnosis was based on transient elastography plus metabolic criteria. The investigators employed multivariate linear regression and restricted cubic splines (RCS) to examine linear and nonlinear relationships between modified TyG indices and CAP values. Subgroup analyses were stratified by obesity status, and sensitivity analyses were performed on the NAFLD cohort (n = 527). Receiver operating characteristic (ROC) curve analysis, using Youden's index, evaluated the predictive performance of TyG indices for MAFLD identification. RESULTS Among 130 MAFLD adolescents (vs 402 controls), modified TyG indices demonstrated significantly stronger associations with CAP in fully adjusted models compared to the original TyG index. TyG-WC showed the highest diagnostic accuracy (AUC = 0.923, 95%CI:0.900-0.947), followed by TyG-BMI (AUC = 0.917) and TyG-WHtR (AUC = 0.915), while the original TyG index performed poorly (AUC = 0.673). Subgroup analyses revealed particularly strong associations in non-obese participants, and sensitivity analyses confirmed result robustness after excluding potential confounders. Optimal cutoff values provided clinically useful screening thresholds, with TyG-WC achieving 94% sensitivity at 665.94. CONCLUSION This study demonstrates that modified TyG indices incorporating anthropometric parameters (particularly TyG-WC) significantly outperform the original TyG index for MAFLD detection in adolescents, with superior diagnostic accuracy (AUC 0.915-0.923). The robust predictive performance maintained in sensitivity analyses and non-obese subgroups supports their clinical utility as simple, non-invasive screening tools for pediatric MAFLD risk stratification.
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Affiliation(s)
- Yigui Zou
- Key Laboratory for Precision Diagnosis and Treatment of Pediatric Digestive System Disease, Endoscopy Center, Shenzhen Children's Hospital, Shenzhen, Guangdong, 518036, China
| | - Yu Dai
- Children's Healthcare and Mental Health Center, Shenzhen Children's Hospital, Shenzhen , Guangdong, 518036, China
| | - Ziyuan Li
- Key Laboratory for Precision Diagnosis and Treatment of Pediatric Digestive System Disease, Endoscopy Center, Shenzhen Children's Hospital, Shenzhen, Guangdong, 518036, China
| | - Baixian Lin
- Key Laboratory for Precision Diagnosis and Treatment of Pediatric Digestive System Disease, Endoscopy Center, Shenzhen Children's Hospital, Shenzhen, Guangdong, 518036, China
| | - Hu Chen
- Key Laboratory for Precision Diagnosis and Treatment of Pediatric Digestive System Disease, Endoscopy Center, Shenzhen Children's Hospital, Shenzhen, Guangdong, 518036, China
| | - Zeling Zhuang
- Key Laboratory for Precision Diagnosis and Treatment of Pediatric Digestive System Disease, Endoscopy Center, Shenzhen Children's Hospital, Shenzhen, Guangdong, 518036, China
| | - Wenwen Li
- Key Laboratory for Precision Diagnosis and Treatment of Pediatric Digestive System Disease, Endoscopy Center, Shenzhen Children's Hospital, Shenzhen, Guangdong, 518036, China
| | - Qinghua Yang
- Key Laboratory for Precision Diagnosis and Treatment of Pediatric Digestive System Disease, Endoscopy Center, Shenzhen Children's Hospital, Shenzhen, Guangdong, 518036, China
| | - Dongling Dai
- Key Laboratory for Precision Diagnosis and Treatment of Pediatric Digestive System Disease, Endoscopy Center, Shenzhen Children's Hospital, Shenzhen, Guangdong, 518036, China.
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Xin Z, Feng L, Yu Q, Shi Y, Tang T, Tong X, Hu S, You Y, Zhang S, Zhang X, Wang M, Tang J. Triglyceride glucose waist circumference and non alcoholic fatty liver disease: a systematic review and meta analysis. BMC Gastroenterol 2025; 25:328. [PMID: 40312323 PMCID: PMC12044922 DOI: 10.1186/s12876-025-03888-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Accepted: 04/11/2025] [Indexed: 05/03/2025] Open
Abstract
BACKGROUND Insulin resistance (IR) plays a noticeable role in the pathogenesis of non-alcoholic fatty liver disease (NAFLD). The triglyceride glucose-waist circumference (TyG-WC) index, a novel measure for assessing IR, may hold significant predictive value for NAFLD. However, the relationship between TyG-WC and the risk of NAFLD remains elusive. To investigate this association, this comprehensive meta-analysis was conducted. METHODS A systematic electronic search was conducted using the PubMed, Embase, and Web of Science databases from their inception until July 2024 to identify observational studies assessing the relationship between TyG-WC and the risk of NAFLD. Joanna Briggs Institute's critical appraisal checklist was utilized to evaluate the quality of cross-sectional studies, while the Newcastle-Ottawa Scale (NOS) score was used to assess cohort studies. The principal summary outcomes included the mean difference (MD) and the corresponding 95% confidence interval (CI). RESULTS In total, 10 studies comprising 38,518 participants were included in this meta-analysis, of whom 37% were diagnosed with NAFLD. The analysis revealed a significant MD between NAFLD and non-NAFLD cases (MD, 137.41; [95% CI, 121.52-153.31]). CONCLUSION A significant MD was identified between NAFLD and non-NAFLD cases. The TyG-WC index was found to be positively correlated with the risk of NAFLD, suggesting that it may serve as a potential indicator for NAFLD.
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Affiliation(s)
- Ziyi Xin
- Department of Cardiology, Hangzhou Institute of Cardiovascular Diseases, Zhejiang Key Laboratory of Medical Epigenetics, School of Basic Medical Sciences, Engineering Research Center of Mobile Health Management System&Ministry of Education, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, 310015, China
| | - Lanlan Feng
- Department of Cardiology, Hangzhou Institute of Cardiovascular Diseases, Zhejiang Key Laboratory of Medical Epigenetics, School of Basic Medical Sciences, Engineering Research Center of Mobile Health Management System&Ministry of Education, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, 310015, China
| | - Qingwen Yu
- Department of Cardiology, Hangzhou Institute of Cardiovascular Diseases, Zhejiang Key Laboratory of Medical Epigenetics, School of Basic Medical Sciences, Engineering Research Center of Mobile Health Management System&Ministry of Education, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, 310015, China
| | - Yongmin Shi
- Department of Cardiology, Hangzhou Institute of Cardiovascular Diseases, Zhejiang Key Laboratory of Medical Epigenetics, School of Basic Medical Sciences, Engineering Research Center of Mobile Health Management System&Ministry of Education, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, 310015, China
| | - Ting Tang
- Department of Cardiology, Hangzhou Institute of Cardiovascular Diseases, Zhejiang Key Laboratory of Medical Epigenetics, School of Basic Medical Sciences, Engineering Research Center of Mobile Health Management System&Ministry of Education, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, 310015, China
| | - Xuhan Tong
- Department of Cardiology, Hangzhou Institute of Cardiovascular Diseases, Zhejiang Key Laboratory of Medical Epigenetics, School of Basic Medical Sciences, Engineering Research Center of Mobile Health Management System&Ministry of Education, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, 310015, China
| | - Siqi Hu
- Department of Cardiology, Hangzhou Institute of Cardiovascular Diseases, Zhejiang Key Laboratory of Medical Epigenetics, School of Basic Medical Sciences, Engineering Research Center of Mobile Health Management System&Ministry of Education, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, 310015, China
| | - Yao You
- Department of Cardiology, Hangzhou Institute of Cardiovascular Diseases, Zhejiang Key Laboratory of Medical Epigenetics, School of Basic Medical Sciences, Engineering Research Center of Mobile Health Management System&Ministry of Education, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, 310015, China
| | - Shenghui Zhang
- Department of Cardiology, Hangzhou Institute of Cardiovascular Diseases, Zhejiang Key Laboratory of Medical Epigenetics, School of Basic Medical Sciences, Engineering Research Center of Mobile Health Management System&Ministry of Education, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, 310015, China
| | - Xingwei Zhang
- Department of Cardiology, Hangzhou Institute of Cardiovascular Diseases, Zhejiang Key Laboratory of Medical Epigenetics, School of Basic Medical Sciences, Engineering Research Center of Mobile Health Management System&Ministry of Education, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, 310015, China
| | - Mingwei Wang
- Department of Cardiology, Hangzhou Institute of Cardiovascular Diseases, Zhejiang Key Laboratory of Medical Epigenetics, School of Basic Medical Sciences, Engineering Research Center of Mobile Health Management System&Ministry of Education, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, 310015, China.
- Jiande First People's Hospital, Hangzhou, 311600, China.
| | - Jiake Tang
- Department of Cardiology, Hangzhou Institute of Cardiovascular Diseases, Zhejiang Key Laboratory of Medical Epigenetics, School of Basic Medical Sciences, Engineering Research Center of Mobile Health Management System&Ministry of Education, Affiliated Hospital of Hangzhou Normal University, Hangzhou Normal University, Hangzhou, 310015, China.
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Feng J, Luo R, Gao J, Wang Y, Cong J, Ma H, Wu X. Elevated Triglyceride-Glucose Index Is Associated With Insulin Resistance, Metabolic Syndrome Components, Nonalcoholic Fatty Liver Disease, and Adverse Pregnancy Outcomes in Chinese Women With Polycystic Ovary Syndrome. Clin Endocrinol (Oxf) 2025. [PMID: 40298068 DOI: 10.1111/cen.15252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Revised: 03/20/2025] [Accepted: 04/07/2025] [Indexed: 04/30/2025]
Abstract
AIM To investigate the associations of triglyceride-glucose index (TyG) with anthropometric characteristics, metabolic/endocrine profiles, and pregnancy outcomes in Chinese women with polycystic ovary syndrome (PCOS). METHODS This secondary analysis of the Acupuncture and Clomiphene for Chinese Women with Polycystic Ovary Syndrome trial (PCOSAct) included 956 participants with prospectively collected data. TyG was calculated using fasting triglyceride and glucose levels (Ln [TG (mg/dL) × FPG (mg/dL)/2]). Linear regression and trend analyses evaluated relationships between TyG and clinical parameters. Receiver operating characteristic (ROC) curves assessed TyG's predictive capacity for insulin resistance (IR), metabolic syndrome (MS), and nonalcoholic fatty liver disease (NAFLD). Multivariable logistic regression estimated risks for metabolic outcomes and pregnancy outcomes. RESULTS Linear trends revealed that the TyG was positively associated with age, body mass index (BMI), waist circumference, hip circumference, waist-to-hip ratio, systolic blood pressure, diastolic blood pressure, FPG, fasting insulin, the homeostatic model assessment for insulin resistance (HOMA-IR), total cholesterol, triglycerides, low-density lipoprotein (LDL), apolipoprotein B, free androgen index, alanine aminotransferase (ALT), aspartate aminotransferase (AST), and the prevalence of IR, MS, and NAFLD across various standards. Conversely, TyG was negatively correlated with the quantitative insulin sensitivity check index (QUICKI), high-density lipoprotein (HDL), apolipoprotein A1, sex hormone-binding globulin (SHBG), and the prevalence of ovulation per cycle, conception, pregnancy, and live birth. After adjusting for age and BMI, a significant linear relationship was observed between TyG and components of MS, IR markers, and ALT. The ROC curve analysis indicated that the AUCMS-IDF was 0.871 (95% CI: 0.846-0.896), with a sensitivity of 81.4% and specificity of 81.2% at a cut-off value of 8.745, and the AUCIR-HOMA-IR was 0.782 (95% CI: 0.753-0.811), with 71.9% sensitivity and 70.3% specificity at a cut-off of 8.585, and the AUCNAFLD was 0.705 (95% CI: 0.644-0.766), with 76.8% sensitivity and 59.3% specificity at a cut-off value of 8.665. Logistic regression analysis demonstrated that participants in the highest quartile (Q4) of TyG had significantly higher odds ratios (OR) for MS (OR: 38.36, 95% CI: 20.03-73.46, P-trend < 0.001) and IR (OR: 12.49, 95% CI: 7.3-21.35, P-trend < 0.001) compared to those in the lowest quartile (Q1), while NAFLD showed a marginal association (OR: 2.56, 95% CI: 1.00-6.55, P-trend = 0.069) after adjusting for confounding factors. Conversely, participants in Q1 of TyG had higher OR of conception (OR: 1.56, 95% CI: 1.04-2.35, p < 0.05), pregnancy (OR: 2.35, 95% CI: 1.46-3.79, p < 0.01), and live birth (OR: 2.32, 95% CI: 1.42-3.78, p < 0.01) compared to those in Q4 after adjusting for treatments. CONCLUSIONS Elevated TyG index strongly associates with adverse metabolic trajectories, and adverse pregnancy outcomes in PCOS patients. This biomarker shows particular utility for identifying metabolic dysfunction, suggesting clinical potential for risk stratification in PCOS management.
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Affiliation(s)
- Jiaxing Feng
- First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Rong Luo
- Jiangxi Chest Hospital, Nanchang, China
| | - Jingshu Gao
- First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Yu Wang
- First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Jing Cong
- First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Hongli Ma
- First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Xiaoke Wu
- First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, China
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Xu F, Feng Y, Li J, Liu X, Liang H, Tan Z, Jiang P. Exploring the obesity paradox in chronic respiratory disease: the mediating effect of triglyceride-glucose index on mortality. NPJ Prim Care Respir Med 2025; 35:25. [PMID: 40287437 PMCID: PMC12033218 DOI: 10.1038/s41533-025-00431-z] [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: 03/14/2025] [Accepted: 04/16/2025] [Indexed: 04/29/2025] Open
Abstract
Chronic respiratory diseases (CRD) are major contributors to mortality. The "obesity paradox" suggests that higher body mass index (BMI) may confer survival benefits in CRD patients. This study investigates the association between BMI and mortality risk in CRD patients, focusing on the mediating role of the triglyceride-glucose (TyG) index. A cross-sectional analysis of 7689 participants with CRD was conducted. Participants were categorized by BMI into <25.0, 25.0-29.9, 30.0-34.9, 35.0-39.9, and ≥40 kg/m2. Outcomes included all-cause mortality, cardiovascular disease (CVD) mortality, and non-CVD mortality. Cox regression models assessed associations, and mediation analysis evaluated the role of the TyG index. Among 7689 CRD patients, higher BMI was associated with lower all-cause mortality (HR for BMI 25.0-29.9: 0.81, 95% CI 0.70-0.94; HR for BMI 30.0-34.9: 0.72, 95% CI 0.61-0.85; HR for BMI 35.0-39.9: 0.72, 95% CI 0.59-0.88; HR for BMI ≥ 40: 0.82, 95% CI 0.66-1.02) and non-CVD mortality (HR for BMI 25.0-29.9: 0.77, 95% CI 0.65-0.91; HR for BMI 30.0-34.9: 0.65, 95% CI 0.54-0.79; HR for BMI 35.0-39.9: 0.66, 95% CI 0.52-0.83; HR for BMI ≥ 40: 0.69, 95% CI 0.53-0.89), but not CVD mortality. The TyG index mediated a significant proportion of the association between BMI and mortality (mediation effects: -22.39 to -18.49%). Kaplan-Meier survival curves and restricted cubic spline regression further illustrated the significant associations between BMI and all-cause mortality and non-CVD mortality, while no significant association was observed for CVD mortality. Higher BMI is associated with lower mortality risk in CRD patients, particularly for non-CVD causes, mediated by the TyG index. This highlights the potential role of insulin resistance in the "obesity paradox" and suggests that metabolic health interventions may improve outcomes in CRD.
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Affiliation(s)
- Feng Xu
- Department of Intensive Care Unit, Shenzhen Guangming District People's Hospital, Shenzhen, Guangdong, China.
| | - Yongwen Feng
- Department of Intensive Care Unit, Shenzhen Guangming District People's Hospital, Shenzhen, Guangdong, China
| | - Jibo Li
- Department of Intensive Care Unit, Shenzhen Guangming District People's Hospital, Shenzhen, Guangdong, China
| | - Xinlong Liu
- Department of Intensive Care Unit, Shenzhen Guangming District People's Hospital, Shenzhen, Guangdong, China
| | - Haoda Liang
- Department of Intensive Care Unit, Shenzhen Guangming District People's Hospital, Shenzhen, Guangdong, China
| | - Zhongsheng Tan
- Department of Intensive Care Unit, Shenzhen Guangming District People's Hospital, Shenzhen, Guangdong, China
| | - Pan Jiang
- Department of Stomatology, Shenzhen Guangming District People's Hospital, Shenzhen, Guangdong, China.
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Vásquez-Tirado GA, Aguirre-Varas OY, Meregildo-Rodríguez ED, Quispe-Castañeda CV, Guzmán-Aguilar WM, Liñán-Díaz LJ, Rodríguez-Chávez LÁ. Triglyceride-Glucose Index as a predictor of severity in acute pancreatitis: Systematic Review and Meta-Analysis. Med Intensiva 2025:502210. [PMID: 40287318 DOI: 10.1016/j.medine.2025.502210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2025] [Revised: 03/18/2025] [Accepted: 03/20/2025] [Indexed: 04/29/2025]
Abstract
OBJECTIVE The triglyceride-glucose (TyG) index has been proposed as a novel predictive variable of severe acute pancreatitis (SAP) DESIGN: Systematic review and meta-analysis. SETTING A comprehensive search was conducted across five databases of studies published up to March 17, 2024, using the PECO strategy. Seven studies were identified and included in our meta-analysis. PARTICIPANTS The participants of the included primary studies (non-severe acute pancreatitis). INTERVENTIONS High triglyceride-glucose (TyG) index MAIN VARIABLES OF INTEREST: Severe acute pancreatitis, RESULTS: Our analysis evaluated the risk of progression to severity in patients with elevated TyG index in acute pancreatitis through four non-randomized studies. The TyG index was found to be a predictor of severity in acute pancreatitis, with an overall severity risk (OR: 2.38; 95% CI: 1.50-4.08; I²: 80%). Additionally, the analysis of the standardized mean difference (SMD) across all seven studies between patients with SAP and non-SAP yielded an overall mean (OR: 0.90; 95% CI: 0.70-1.11; I²: 28%). CONCLUSION In patients with acute pancreatitis, a TyG index is a predictor of severity.
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Rabiu L, Zhang P, Liu Z, Tang Y, Gidado KI, Ibrahim A, Saliu MA, Tariq HK, Wan X, Xu S, Xu Z, Zhang G. TIPE2 deficiency amplifies inflammation and immune dysregulation in MASH through modulating hepatic lipid metabolism and immune cell function. Inflamm Res 2025; 74:65. [PMID: 40244311 DOI: 10.1007/s00011-025-02031-6] [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: 12/24/2024] [Revised: 03/20/2025] [Accepted: 04/01/2025] [Indexed: 04/18/2025] Open
Abstract
BACKGROUND Metabolic Dysfunction-Associated Steatohepatitis (MASH) affects nearly 25% of the global population, yet there are no effective pharmacological treatments. Tumor necrosis factor α-induced protein 8-like 2 (TIPE2) is expressed in various immune cells and is crucial for regulating both innate and adaptive immune responses. However, its role in MASH development and the underlying mechanisms remain unclear. METHOD In this study, the role of TIPE2 in MASH was investigated using TIPE2 knockout (KO) mice and human hepatic LO2 cells. Immune cell infiltration, cytokine levels, and gene expression were analyzed. Techniques included flow cytometry for immune cell profiling, cytokine analysis, RNA sequencing, and quantitative PCR (qPCR) for validating gene expression changes. RESULTS TIPE2 was identified as a key regulator in MASH, influencing immune modulation and metabolic processes. TIPE2 KO mice exhibited increased infiltration and activation of natural killer (NK) cells, M1 macrophages, and myeloid-derived suppressor cells (MDSCs), along with elevated pro-inflammatory cytokines such as IFN-gamma, TNF-alpha, IL- 1 beta, and IL- 6. MDSCs from TIPE2 KO mice demonstrated enhanced PD-L1 expression, contributing to chronic liver inflammation through T cell suppression. RNA sequencing revealed that TIPE2 overexpression in human hepatic LO2 cells upregulated genes associated with amino acid biosynthesis, carbon metabolism, lipid regulation, glycolysis, and gluconeogenesis. These findings were supported by qPCR analyses of liver samples from mice, confirming TIPE2's role in maintaining lipid homeostasis and modulating immune responses. CONCLUSION The study highlights the pivotal role of TIPE2 in immune regulation and its influence on immune cell activation and inflammatory responses, which are critical in MASH progression. By exploring TIPE2-mediated immune regulation and its impact on the interplay between immune cell dynamics and liver metabolism, this research underscores TIPE2's central role in linking immune dysfunction to metabolic disturbances in MASH.
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Affiliation(s)
- Lawan Rabiu
- Center for Protein and Cell-based Drugs, Institute of Biomedicine and Biotechnology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, PR China
- University of Chinese Academy of Sciences, Beijing, 100049, PR China
| | - Pengchao Zhang
- Center for Protein and Cell-based Drugs, Institute of Biomedicine and Biotechnology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, PR China
- University of Chinese Academy of Sciences, Beijing, 100049, PR China
| | - Zhongming Liu
- Center for Protein and Cell-based Drugs, Institute of Biomedicine and Biotechnology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, PR China
| | - Yexiao Tang
- Cancer Center, Shenzhen Guangming District People's Hospital, Shenzhen, 518106, PR China
| | - Khalid I Gidado
- Center for Protein and Cell-based Drugs, Institute of Biomedicine and Biotechnology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, PR China
- University of Chinese Academy of Sciences, Beijing, 100049, PR China
| | - Abdulrahman Ibrahim
- Center for Protein and Cell-based Drugs, Institute of Biomedicine and Biotechnology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, PR China
- University of Chinese Academy of Sciences, Beijing, 100049, PR China
| | - Muhammad A Saliu
- Center for Protein and Cell-based Drugs, Institute of Biomedicine and Biotechnology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, PR China
- University of Chinese Academy of Sciences, Beijing, 100049, PR China
| | - Hafiza Kashaf Tariq
- Center for Protein and Cell-based Drugs, Institute of Biomedicine and Biotechnology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, PR China
- University of Chinese Academy of Sciences, Beijing, 100049, PR China
| | - Xiaochun Wan
- Center for Protein and Cell-based Drugs, Institute of Biomedicine and Biotechnology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, PR China
- University of Chinese Academy of Sciences, Beijing, 100049, PR China
| | - Shu Xu
- Cancer Center, Shenzhen Guangming District People's Hospital, Shenzhen, 518106, PR China.
| | - Zhiming Xu
- Cancer Center, Shenzhen Guangming District People's Hospital, Shenzhen, 518106, PR China.
| | - Guizhong Zhang
- Center for Protein and Cell-based Drugs, Institute of Biomedicine and Biotechnology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, PR China.
- University of Chinese Academy of Sciences, Beijing, 100049, PR China.
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10
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Zhou Y, Lin H, Weng X, Dai H, Xu J. Correlation between hs-CRP-triglyceride glucose index and NAFLD and liver fibrosis. BMC Gastroenterol 2025; 25:252. [PMID: 40221654 PMCID: PMC11994022 DOI: 10.1186/s12876-025-03870-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2025] [Accepted: 04/08/2025] [Indexed: 04/14/2025] Open
Abstract
BACKGROUND The novel serum high-sensitivity C-reactive protein-triglyceride glucose index (CTI) has been recognized as an optimal parameter encompassing both insulin resistance (IR) and inflammation, which are potential mechanisms contributing to non-alcoholic fatty liver disease (NAFLD). This study aims to examine the correlation between CTI and NAFLD/liver fibrosis in American adults. METHODS This is a cross-sectional study utilizing data from NHANES during the period from 2017 to 2020. The composite CTI was calculated through the formula: 0.412×Ln [(high-sensitivity C-reactive protein(hs-CRP)] + Ln(triglycerides × fasting plasma glucose/2). To explore the correlation between CTI and NAFLD/liver fibrosis, multivariate logistic regression analyses, subgroup analyses, restricted cubic spline (RCS) regression, and receiver operating characteristic (ROC) analysis were employed. RESULTS Among 3,488 participants, 42.7% (n = 1,488) were diagnosed as NAFLD, while 9.4% (n = 329) exhibited liver fibrosis. Logistic regression and RCS regression analyses demonstrated a significant positive linear correlation between CTI and the prevalence of NAFLD (OR = 1.94, 95% CI: 1.70, 2.22) as well as liver fibrosis (OR = 1.38, 95% CI: 1.14, 1.67), even after being adjusted for potential confounding variables. Furthermore, a significant correlation between CTI and the prevalence of NAFLD/liver fibrosis was observed across various subgroups. ROC analysis revealed that CTI can serve as a more robust identify for the prevalence of NAFLD (AUC = 0.756) and liver fibrosis (AUC = 0.702) compared to triglyceride glucose index (TyG) and hs-CRP alone. CONCLUSION Elevated levels of CTI are directly associated with significant liver fibrosis and the presence of NAFLD, indicating its potential utility as a biomarker for liver fibrosis and NAFLD.
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Affiliation(s)
- Yuhui Zhou
- Department of Gastroenterology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Hao Lin
- Department of Gastroenterology, Pingyang Hospital of Wenzhou Medical University, Pingyang county, Wenzhou city, Zhejiang Province, China
| | - Xiaochun Weng
- Department of Ultrasound, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Huifang Dai
- Department of Endocrinology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Lucheng District, Wenzhou, Zhejiang Province, China
| | - Jing Xu
- Department of Endocrinology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Lucheng District, Wenzhou, Zhejiang Province, China.
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11
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Zhu X, Sun F, Gao X, Liu H, Luo Z, Sun Y, Fan L, Deng J. Predictive value of triglyceride glucose index in non-obese non-alcoholic fatty liver disease. BMJ Open 2025; 15:e083686. [PMID: 40204316 PMCID: PMC11979504 DOI: 10.1136/bmjopen-2023-083686] [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: 12/27/2023] [Accepted: 01/21/2025] [Indexed: 04/11/2025] Open
Abstract
OBJECTIVES A large number of patients with non-obese non-alcoholic fatty liver disease (NAFLD) in China remain undiagnosed and untreated due to insufficient awareness and ineffective pharmacotherapy. Therefore, a convenient, predictive marker and diagnostic tools are imperative. This study aimed to investigate the ability of the triglyceride glucose index (TyG) in predicting non-obese NAFLD. DESIGN An observational cross-sectional study. SETTING Department of Health Management, large urban academic medical centre and DRYAD database data. PARTICIPANTS This study included 456 patients with non-obese NAFLD and matched 456 non-fatty liver controls according to age, sex and body mass index (BMI). PRIMARY AND SECONDARY OUTCOME MEASURES The receiver operating characteristic (ROC) curve was used to evaluate the predictive role of the TyG index in non-obese NAFLD. Based on the TyG index, a clinical prediction model for non-obese NAFLD was constructed, then the prediction model was verified by the DRYAD database (n=11 562). RESULTS TyG in non-obese NAFLD was higher than that in controls (9.00 (8.66-9.40) vs 8.46 (8.10-8.83), p<0.001). Logistic regression analysis showed that TyG was an independent risk factor for non-obese NAFLD (OR=9.03, 95% CI: 5.46 to 14.94, p<0.001). ROC analysis showed that the area under the curve (AUC) was 0.78, the sensitivity was 82.5%, the specificity was 60.5%. Based on the TyG index, sex, age and BMI, the AUC of the predictive model for non-obese NAFLD was 0.78 (95% CI: 0.75 to 0.81, p<0.001). Using the DRYAD database to verify the prediction model, the AUC of the verification group was 0.85 (95% CI: 0.84 to 0.86, p<0.001). CONCLUSIONS The high level of the TyG may be an independent risk factor for non-obese NAFLD. The prediction model for non-obese NAFLD based on the TyG index has good clinical prediction value.
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Affiliation(s)
- Xiaopeng Zhu
- Department of Health Management, Daping Hospital, Army Medical University, Chongqing, Chongqing, China
| | - Fang Sun
- Department of Health Management, Daping Hospital, Army Medical University, Chongqing, Chongqing, China
| | - Xia Gao
- Department of Health Management, Daping Hospital, Army Medical University, Chongqing, Chongqing, China
| | - He Liu
- Department of Health Management, Daping Hospital, Army Medical University, Chongqing, Chongqing, China
| | - ZhongYan Luo
- Department of Health Management, Daping Hospital, Army Medical University, Chongqing, Chongqing, China
| | - Yijian Sun
- Department of Health Management, Daping Hospital, Army Medical University, Chongqing, Chongqing, China
| | - Liqi Fan
- Department of Health Management, Daping Hospital, Army Medical University, Chongqing, Chongqing, China
| | - Juan Deng
- Department of Health Management, Daping Hospital, Army Medical University, Chongqing, Chongqing, China
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12
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Zou H, Xie J, Ma X, Xie Y. The Value of TyG-Related Indices in Evaluating MASLD and Significant Liver Fibrosis in MASLD. Can J Gastroenterol Hepatol 2025; 2025:5871321. [PMID: 40114971 PMCID: PMC11925628 DOI: 10.1155/cjgh/5871321] [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: 06/17/2024] [Accepted: 02/22/2025] [Indexed: 03/22/2025] Open
Abstract
Background: Triglyceride glucose (TyG) and its related index (TyG-body mass index, TyG-BMI) are recognized as markers for nonalcoholic fatty liver disease (NAFLD), but their associations with metabolic dysfunction-associated steatotic liver disease (MASLD) and significant liver fibrosis (SLF) risk are less studied. Therefore, this study explores the effectiveness of these indices in assessing MASLD and SLF risk in the U.S. population. Methods: Utilizing data from the National Health and Nutrition Examination Survey (NHANES), a cross-sectional study involving 5520 participants from the general population was performed. This research measured demographic, anthropometric, biochemical, comorbid, and lifestyle characteristics, all of which are considered risk factors for MASLD/SLF. Results: Upon controlling for confounding variables, only the TyG-BMI was found to have a consistent positive association with the risk of MASLD and SLF. Specifically, for each standard deviation increase, the odds ratio (OR) and 95% confidence interval (CI) were 4.44 (3.64-9.26, p for trend < 0.001) for MASLD and 2.48 (2.15-2.87, p for trend < 0.001) for SLF. Significant interactions were identified among age, sex, and the risk of MASLD associated with the TyG-BMI. The TyG-BMI also had a significant threshold effect on the risk of MASLD at a cutoff point of 180.71. Furthermore, the area under the receiver operating characteristic curve (AUC) revealed that the TyG-BMI better predicted the risk of MASLD and SLF (AUC 0.820, 95% CI 0.810-0.831; AUC 0.729, 95% CI 0.703-0.756, respectively). In addition, the integrated discrimination improvement (IDI), decision curve analysis (DCA), and net reclassification index (NRI) also demonstrated the satisfactory predictive ability of the TyG-BMI. Conclusions: Within this large dataset, the TyG-BMI was independently associated with both the MASLD score and the SLF in the MASLD cohort. Its predictive efficacy consistently surpassed that of TyG and other noninvasive models, indicating that TyG-BMI has potential for the early identification of MASLD and SLF risk.
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Affiliation(s)
- Haoxuan Zou
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jiejie Xie
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xiaopu Ma
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yan Xie
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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13
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Liu W, Li X, Chen L, Luo X. The association between estimated glucose disposal rate and metabolic dysfunction-associated steatotic liver disease and liver fibrosis in US adults. BMC Endocr Disord 2025; 25:67. [PMID: 40065306 PMCID: PMC11895387 DOI: 10.1186/s12902-025-01891-7] [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: 09/25/2024] [Accepted: 02/26/2025] [Indexed: 03/14/2025] Open
Abstract
BACKGROUND Metabolic dysfunction-associated steatotic liver disease (MASLD) is the most common chronic liver disease, also considered a metabolic syndrome, and is associated with poor prognosis. eGDR (estimated glucose disposal rate) is a new biomarker to assessment insulin resistance (IR). The association between eGDR and MASLD and liver fibrosis is currently unclear. OBJECTIVE The aim of this cross-sectional study is to appraise the association between eGDR and MASLD and liver fibrosis. METHODS This study have enrolled 3,100 participants from the 2017-2018 National Health and Nutrition Examination Surveys (NHANES). Binary logistic regression analysis was used to assess the association between eGDR and MASLD and liver fibrosis. Receiver operating characteristic (ROC) was applied to estimate the ability of eGDR to identify MASLD. RESULTS The mean age of the subjects was 54.59 (17.29) years, and 49.26% were female. The prevalence of MASLD and liver fibrosis was 62.19% and 11.15%, respectively. In the fully adjusted models, there were negative associations of eGDR with the controlled attenuation parameter (CAP) and liver stiffness measurement (LSM), with βs of -15.18 and - 0.74 (all p < 0.01), respectively. There were negative associations of eGDR with MASLD and liver fibrosis, with odds ratios (ORs) and 95% confidence intervals of 0.53 (95% CI: 0.48-0.74) and 0.40 (95% CI: 0.28-0.57) (all p < 0.01). The area under the curve (AUC) of the eGDR for identifying MASLD and liver fibrosis is 0.74 and 0.75, respectively. CONCLUSION The study findings suggest a significant association between eGDR and MASLD as well as liver fibrosis. eGDR may serve as a biomarker for identifying MASLD.
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Affiliation(s)
- Wanqian Liu
- Department of Cardiovascular Medicine, Jiujiang City Key Laboratory of Cell Therapy, Jiujiang NO.1 People's Hospital, The First Hospital of Jiujiang, Jiujiang, 332000, China
| | - Xiaozhong Li
- Department of Cardiovascular Medicine, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, China
| | - Ling Chen
- Department of Cardiovascular Medicine, Jiujiang City Key Laboratory of Cell Therapy, Jiujiang NO.1 People's Hospital, The First Hospital of Jiujiang, Jiujiang, 332000, China
| | - Xiao Luo
- Department of Cardiovascular Medicine, Jiujiang City Key Laboratory of Cell Therapy, Jiujiang NO.1 People's Hospital, The First Hospital of Jiujiang, Jiujiang, 332000, China.
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14
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Yang Y, Luo Y, Shi J, Yin Y, Du X, Guo J, Zhuang H. The triglyceride glucose-waist circumference is the best indicator for screening non-alcoholic fatty liver disease in middle-aged and elderly people. NUTR HOSP 2025. [PMID: 40066565 DOI: 10.20960/nh.05367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2025] Open
Abstract
BACKGROUND this investigation aimed to assess the correlation between the triglyceride glucose (TyG) index and its related indicators, as well as the ratio of triglyceride to high-density lipoprotein cholesterol (TG/HDL-c), with hepatic steatosis and liver fibrosis among middle-aged and elderly participants. METHODS based on data from the 2017-2020 National Health and Nutrition Examination Survey, the study included adults of ages 40 years and older in the United States. To explore the correlation between TyG and its related indicators, as well as TG/HDL-c with hepatic steatosis and liver fibrosis, multiple regression models were employed. In addition, the receiver operating characteristic curves were used to further explore the diagnostic efficacy of these indicators in non-alcoholic fatty liver disease (NAFLD) and liver fibrosis. RESULTS following the adjustment for various possible covariates, TyG, triglyceride glucose-body mass index (TyG-BMI), triglyceride glucose-waist circumference (TyG-WC), as well as TG/HDL-c were positively correlated with controlled attenuation parameter and NAFLD, with corresponding β coefficients of 17.90, 0.19, 0.20, and 1.57, alongside odds ratios of 2.10, 1.01, 1.01, and 1.15, respectively (all p < 0.05). The β coefficient for the association between TyG and liver stiffness measurement was -0.43 (p = 0.023). Notably, the area under the curve (AUC) of TyG-WC was the highest of all parameters, showing strong diagnostic potential for identifying NAFLD (AUC = 0.79) and liver fibrosis (AUC = 0.75). CONCLUSIONS this study reveals a significant positive correlation between TyG-WC and the prevalence of NAFLD in middle-aged and elderly people in the United States. These findings highlight that lowering TyG-WC levels may help reduce the incidence of NAFLD in middle-aged and older Americans.
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Affiliation(s)
- Yin Yang
- Department of Medical Ultrasound. West China Hospital. Sichuan University
| | - Yuan Luo
- Department of Medical Ultrasound. West China Tianfu Hospital. Sichuan University
| | - Jinchun Shi
- Affiliated Hospital of North Sichuan Medical College
| | - Yunyu Yin
- Affiliated Hospital of North Sichuan Medical College
| | - Xiangyu Du
- Department of Liver Surgery. West China Hospital. Sichuan University
| | - Jia Guo
- Department of Pancreatitis Center. West China Hospital. Sichuan University
| | - Hua Zhuang
- Department of Medical Ultrasound. West China Hospital. Sichuan University
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15
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Yang X, Huang J, Wang J, Sun H, Li J, Li S, Tang YE, Wang Z, Song Q. Effect of glucose selenol on hepatic lipid metabolism disorder induced by heavy metal cadmium in male rats. Biochim Biophys Acta Mol Cell Biol Lipids 2025; 1870:159589. [PMID: 39674492 DOI: 10.1016/j.bbalip.2024.159589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Revised: 12/10/2024] [Accepted: 12/11/2024] [Indexed: 12/16/2024]
Abstract
This study used 24 male rats to determine the protective effects of a new selenium molecule (glucose selenol) on cadmium (Cd) induced hepatic toxicity. The rats were randomly divided into four groups: control group, Cd group, Cd + 0.15 Se group, and Cd + 0.4 Se group. The results showed that glucose selenol supplementation alleviated the adverse impact of Cd on lipid metabolism, including decreased serum triacylglycerol and cholesterol levels. Transcriptome analysis revealed that, compared to the control group, Cd changed the expression of 1379 genes - discernibly affecting lipid metabolism pathways. Proteomic analysis primarily indicated alterations in lipid metabolism-related pathways. In conclusion, glucose selenol restored lipid metabolism disorders induced by Cd, thus rescuing hepatic damage. This integrated analysis identified the influence of glucose selenol on Cd-induced hepatic toxicity and provided its potential application prospects in alleviating the impact of heavy metal pollution, such as Cd, on human health.
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Affiliation(s)
- Xinyi Yang
- College of Life Science, Hunan Normal University, Changsha 410006, Hunan, China.
| | - Jinzhou Huang
- College of Life Science, Hunan Normal University, Changsha 410006, Hunan, China
| | - Juan Wang
- College of Life Science, Hunan Normal University, Changsha 410006, Hunan, China
| | - Huimin Sun
- College of Life Science, Hunan Normal University, Changsha 410006, Hunan, China
| | - JinJin Li
- College of Life Science, Hunan Normal University, Changsha 410006, Hunan, China
| | - Shunfeng Li
- College of Life Science, Hunan Normal University, Changsha 410006, Hunan, China
| | - Yun-E Tang
- College of Life Science, Hunan Normal University, Changsha 410006, Hunan, China
| | - Zhi Wang
- College of Life Science, Hunan Normal University, Changsha 410006, Hunan, China.
| | - Qisheng Song
- Division of Plant Sciences and Technology, University of Missouri, Columbia, MO 65211, USA
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16
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Song J, Liu Y, Liu Y, Liu Y, Zhou Q, Chen J, Meng X, Wang W, Tang YD. MAFLD as a predictor of adverse cardiovascular events among CHD patients with LDL-C<1.8 mmol/L. Nutr Metab Cardiovasc Dis 2025; 35:103798. [PMID: 39799099 DOI: 10.1016/j.numecd.2024.103798] [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: 09/03/2024] [Revised: 11/02/2024] [Accepted: 11/15/2024] [Indexed: 01/15/2025]
Abstract
BACKGROUND AND AIMS Patients receiving statin therapy still suffer from adverse cardiovascular events. Metabolic (dysfunction)-associated fatty liver disease (MAFLD) is a newly proposed concept that shares common metabolic risk factors with cardiovascular disease. This study aimed to investigate the association between MAFLD and adverse cardiovascular outcomes in coronary heart disease (CHD) patients with LDL-C<1.8 mmol/L. METHODS AND RESULTS CHD patients with LDL-C<1.8 mmol/L were divided into MAFLD and non-MAFLD groups. Propensity score matching (PSM) was used to control for baseline differences between the two groups. The primary endpoint was major adverse cardiac and cerebrovascular events (MACCEs). All MAFLD patients were further stratified into two groups with and without advanced liver fibrosis, according to the Fibrosis-4 (FIB-4) index cutoffs, and the associations between advanced liver fibrosis status and cardiovascular outcomes were analyzed. After PSM, 800 MAFLD and 800 non-MAFLD patients with LDL-C<1.8 mmol/L were analyzed. MAFLD patients exhibited a significantly greater cumulative incidence and risk of MACCEs than non-MAFLD patients (9.6 % versus 6.6 %, p < 0.05; HR 1.48, 95 % CI 1.04-2.1, p < 0.05). Among MAFLD patients with LDL-C<1.8 mmol/L, advanced liver fibrosis staged by the FIB-4 index was associated with an elevated risk for MACCEs (HR 2.91, 95 % CI 1.17-7.19, p < 0.05), all-cause mortality, myocardial infarction (MI) and stent thrombosis. CONCLUSION MAFLD was an independent risk factor for adverse cardiovascular outcomes in CHD patients with LDL-C<1.8 mmol/L. Additionally, advanced liver fibrosis predicts increased risks for adverse cardiovascular events among MAFLD patients. These findings suggest that MAFLD and liver fibrosis screening and management contribute to the residual cardiovascular risk of CHD patients.
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Affiliation(s)
- Jingjing Song
- Heart Center and Beijing Key Laboratory of Hypertension, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Yupeng Liu
- Department of Cardiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, 510080, China
| | - Ye Liu
- Heart Center and Beijing Key Laboratory of Hypertension, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Ying Liu
- Heart Center and Beijing Key Laboratory of Hypertension, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Qing Zhou
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jing Chen
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiangbin Meng
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital, Beijing, China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China
| | - Wenyao Wang
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital, Beijing, China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China.
| | - Yi-Da Tang
- Department of Cardiology and Institute of Vascular Medicine, Peking University Third Hospital, Beijing, China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, China.
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Wang X, Liu J, Yu K, Huang Z, Liu H, Li X. Association between TyG-related parameters and NAFLD risk in Japanese non-obese population. Sci Rep 2025; 15:7119. [PMID: 40016248 PMCID: PMC11868368 DOI: 10.1038/s41598-025-88478-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 01/28/2025] [Indexed: 03/01/2025] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) constitutes a substantial proportion of cases among the non-obese population, yet it is frequently overlooked. Studies investigating the association between triglyceride-glucose (TyG)-related parameters (TyG-BMI, TyG-WC, TyG-WHtR) and NAFLD in non-obese individuals is limited. Thus, this study aims to investigate the association between TyG-related parameters and NAFLD in non-obese individuals to improve early detection and intervention strategies for NAFLD in this population. A cross-sectional analysis was conducted using data from the NAFLD database, including 11,987 participants who underwent health examinations between 2004 and 2015. Logistic regression models were employed to evaluate the relationship between TyG-related parameters and NAFLD risk, incorporating cubic spline functions and smooth curve fitting to identify potential nonlinear relationships. ROC curve analysis was conducted to assess the predictive performance of thee parameters. After controlling for confounding variables, the incidence of NAFLD in non-obese individuals increased with higher TyG-related parameters. Notably, nonlinear relationships between the TyG index and its related parameters regarding NAFLD risk were identified. The areas under the ROC curve for the TyG index and its related parameters were 0.7984, 0.8553, 0.8584, and 0.8353, respectively. Importantly, the predictive ability of the TyG index and its related parameters was stronger in the female population than in that of males. A positive and nonlinear relationship exists between the TyG-related parameters in relation to the risk of NAFLD. The TyG-related parameters exhibit predictive capabilities for NAFLD, with TyG-related parameters demonstrating greater strength than the TyG index itself.
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Affiliation(s)
- Xiuli Wang
- Department of Gastroenterology, The First People's Hospital of Chenzhou, Chenzhou, 423001, China
| | - Jie Liu
- Department of Emergency Medicine, Shenzhen New Frontier United Family Hospital, Shenzhen, 518000, China
| | - Ke Yu
- Department of Respiratory and Critical Care Medicine, Shenzhen Second People's Hospital, the First Affiliated Hospital of Shenzhen University, Shenzhen, 518035, China
| | - Zhenhua Huang
- Department of Emergency Medicine, Shenzhen Second People's Hospital, the First Affiliated Hospital of Shenzhen University, Shenzhen, 518035, China
| | - Hanxiong Liu
- Department of Gastroenterology, The First People's Hospital of Chenzhou, Chenzhou, 423001, China.
| | - Xiang Li
- Department of Medical Ultrasonics, Shenzhen Pingle orthopaedic hospital, Shenzhen, 518000, China.
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Lv D, Wang Z, Liu H, Meng C. Predictive Value of the Triglyceride-Glucose Index for Metabolic-Associated Fatty Liver Disease in Individuals with Different Metabolic Obese Phenotypes. Diabetes Metab Syndr Obes 2025; 18:125-133. [PMID: 39834613 PMCID: PMC11742748 DOI: 10.2147/dmso.s500042] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Accepted: 01/07/2025] [Indexed: 01/22/2025] Open
Abstract
Objective To investigate the relationship between triglyceride-glucose (TyG) index and metabolic-associated fatty liver disease (MAFLD), and to evaluate the predictive value of the TyG index for MAFLD in individuals with different metabolic obese phenotypes. The aim is to provide a novel approach for the screening and early diagnosis of MAFLD in the general population. Methods A total of 2614 subjects were recruited and classified into four categories of metabolic obese phenotypes based on their body mass index (BMI) and metabolic status. Basic data and general blood indices were collected and analyzed. The TyG index was calculated, and an abdominal ultrasound was performed to detect the presence of fatty liver disease. The aforementioned data were then subjected to statistical analysis. Results The TyG index was significantly higher in the MAFLD group than in the non-MAFLD group (P < 0.001). Furthermore, the TyG index in the metabolically unhealthy and obese (MUO) group and the metabolically unhealthy normal weight (MUNW) group was significantly higher than that in the metabolically healthy and obese (MHO) group and the metabolically healthy normal weight (MHNW) group (P < 0.001). The area under the curve (AUC) of the TyG index for predicting MAFLD in the MHNW, MUNW, MHO, and MUO groups was 0.765, 0.766, 0.659, and 0.650, respectively. The critical values were 8.575, 9.075, 8.795, and 9.165, respectively. Conclusion The TyG index is a reliable predictor of MAFLD risk, exhibiting a higher predictive ability for the risk of developing MAFLD in individuals with normal BMI compared to those with abnormal BMI. The findings of this study lend support for the use of the TyG index as a screening tool and for guiding subsequent management of patients with MAFLD.
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Affiliation(s)
- Dan Lv
- Physical Examination Center, Hebei General Hospital, Shijiazhuang, Hebei, People’s Republic of China
| | - Zepu Wang
- Department of Hepatobiliary Surgery, Hebei General Hospital, Shijiazhuang, Hebei, People’s Republic of China
| | - Huanxin Liu
- Physical Examination Center, Hebei General Hospital, Shijiazhuang, Hebei, People’s Republic of China
| | - Cuiqiao Meng
- Physical Examination Center, Hebei General Hospital, Shijiazhuang, Hebei, People’s Republic of China
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Zuo J, Huang Z, Ge Y, Ding X, Wang X, Huang Y. Triglyceride-glucose index as a marker for visceral obesity in patients with gastric cancer. Front Nutr 2025; 11:1515918. [PMID: 39867563 PMCID: PMC11757132 DOI: 10.3389/fnut.2024.1515918] [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: 10/23/2024] [Accepted: 12/27/2024] [Indexed: 01/28/2025] Open
Abstract
Background The triglyceride-glucose (TyG) index has emerged as a validated and cost-effective indicator of insulin resistance (IR). Given the significant association between visceral obesity and IR, this study aimed to investigate the utility of the TyG index in estimating visceral obesity in patients with gastric cancer (GC). Methods The visceral fat area (VFA), subcutaneous fat area (SFA), and VFA-to-SFA ratio (VSR) were determined through the analysis of CT images at the lumbar 3 level. The definition of visceral obesity was established as VFA ≥ 100 cm2. The association between the TyG index and visceral obesity was assessed using logistic regression analysis and restricted cubic splines. The diagnostic performance for identifying visceral obesity was evaluated by calculating the area under the Receiver Operating Characteristics curve (AUC). Results The cross-sectional study enrolled a total of 314 patients with GC, among whom 159 (50.64%) were identified as having visceral obesity. The TyG index was positively correlated with VFA (r = 0.45, p < 0.001), SFA (r = 0.23, p < 0.001), and VSR (r = 0.35, p < 0.001). However, subsequent multivariate linear regression analysis demonstrated that the TyG index was significantly associated with VFA and VSR, but not SFA. After adjusting for potential confounding factors, the TyG index remained independently associated with visceral obesity (OR = 2.54, 95% CI: 1.32-4.89, p = 0.005) and demonstrated a significantly positive linear correlation with visceral obesity in patients with GC (p-value for non-linearity = 0.116). TyG-BMI, the combination index of TyG and BMI, showed the highest predictive power in identifying visceral obesity in GC patients (AUC = 0.849, 95% CI: 0.807-0.890, p < 0.001). The subgroup analysis revealed a significantly stronger positive association between the TyG index and visceral obesity in patients with BMI ≥ 25 kg/m2 (p for interaction = 0.049). Conclusion The TyG index exhibited a significant association with visceral obesity and proved to be a valuable predictor for visceral obesity when combined with BMI in patients with GC.
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Affiliation(s)
- Junbo Zuo
- Department of General Surgery, The Affiliated People’s Hospital of Jiangsu University, Zhenjiang, China
- Department of Nutrition, The Affiliated People’s Hospital of Jiangsu University, Zhenjiang, China
| | - Zhenhua Huang
- Department of General Surgery, The Affiliated People’s Hospital of Jiangsu University, Zhenjiang, China
| | - Yan Ge
- Department of General Surgery, The Affiliated People’s Hospital of Jiangsu University, Zhenjiang, China
| | - Xin Ding
- Department of General Surgery, The Affiliated People’s Hospital of Jiangsu University, Zhenjiang, China
| | - Xiuhua Wang
- Department of Nutrition, The Affiliated People’s Hospital of Jiangsu University, Zhenjiang, China
| | - Yan Huang
- Department of Nutrition, The Affiliated People’s Hospital of Jiangsu University, Zhenjiang, China
- Department of Cardiovascular Medicine, The Affiliated People’s Hospital of Jiangsu University, Zhenjiang, China
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20
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Hu M, Yang J, Gao B, Wu Z, Wu Y, Hu D, Shen Q, Chen L. Prediction of MASLD using different screening indexes in Chinese type 2 diabetes mellitus. Diabetol Metab Syndr 2025; 17:10. [PMID: 39780236 PMCID: PMC11716454 DOI: 10.1186/s13098-024-01571-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2024] [Accepted: 12/28/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND Formerly known as non-alcoholic fatty liver disease (NAFLD), metabolic dysfunction-associated steatotic liver disease (MASLD) has now become the most widespread chronic liver disease worldwide. The primary goal of this study is to assess the ability of different indexes (including VAI, TyG, HOMA-IR, BMI, LAP, WHtR, TyG-BMI, TyG-WC, and TyG-WHtR) to predict MASLD in individuals diagnosed with type 2 diabetes mellitus (T2DM), particularly within the Chinese population. METHODS This cross-sectional study involved 1,742 patients with T2DM, recruited from the Metabolic Management Centers (MMC) at Suzhou Municipal Hospital. Abdominal ultrasonography was employed for MASLD diagnosis in patients with T2DM. The predictive accuracy of various screening indexes for MASLD in the Chinese T2DM population was evaluated using logistic regression and receiver operating characteristic (ROC) curve analyses. RESULTS Among the 1,742 participants, 996 were diagnosed with MASLD. After adjusting for potential confounding factors, positive associations with the risk of MASLD were found for all the nine indexes. The lipid accumulation product (LAP) exhibited the greatest predictive value for detecting MASLD, with an area under the curve (AUC) of 0.786(95%CI 0.764,0.807), followed by BMI(AUC = 0.785), VAI(AUC = 0.744), TyG(AUC = 0.720), WHtR(AUC = 0.710) and HOMA-IR(AUC = 0.676). The composite Indexes (TyG-BMI, TyG-WC, TyG-WHtR) also showed considerable predictive ability with AUCs of 0.765, 0.752 and 0.748, respectively. CONCLUSION Our results indicated that all nine indexes have favorable correlations with the risk of MASLD, and most of them have a good performance in predicting MASLD. According to our study, LAP was a reliable index for predicting MASLD among Chinese T2DM patients. The exploration of non-invasive screenings will provide significant support for the early detection and diagnosis of MASLD.
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Affiliation(s)
- Mengmeng Hu
- Department of Endocrinology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, No. 126 Daoqian Street, Suzhou, 215000, China
| | - Jingyu Yang
- Department of Endocrinology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, No. 126 Daoqian Street, Suzhou, 215000, China
| | - Beibei Gao
- Department of Endocrinology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, No. 126 Daoqian Street, Suzhou, 215000, China
| | - Zhoulu Wu
- Department of Endocrinology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, No. 126 Daoqian Street, Suzhou, 215000, China
| | - Ying Wu
- Department of Endocrinology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, No. 126 Daoqian Street, Suzhou, 215000, China
| | - Dandan Hu
- Department of Endocrinology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, No. 126 Daoqian Street, Suzhou, 215000, China
| | - Qiong Shen
- Department of Endocrinology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, No. 126 Daoqian Street, Suzhou, 215000, China
| | - Lei Chen
- Department of Endocrinology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, No. 126 Daoqian Street, Suzhou, 215000, China.
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Gurjar S, Bhat A R, Upadhya R, Shenoy RP. Extracellular vesicle-mediated approaches for the diagnosis and therapy of MASLD: current advances and future prospective. Lipids Health Dis 2025; 24:5. [PMID: 39773634 PMCID: PMC11705780 DOI: 10.1186/s12944-024-02396-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Accepted: 12/05/2024] [Indexed: 01/11/2025] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is an asymptomatic, multifaceted condition often associated with various risk factors, including fatigue, obesity, insulin resistance, metabolic syndrome, and sleep apnea. The increasing burden of MASLD underscores the critical need for early diagnosis and effective therapies. Owing to the lack of efficient therapies for MASLD, early diagnosis is crucial. Consequently, noninvasive biomarkers and imaging techniques are essential for analyzing disease risk and play a pivotal role in the global diagnostic process. The use of extracellular vesicles has emerged as promising for early diagnosis and therapy of various liver ailments. Herein, a comprehensive summary of the current diagnostic modalities for MASLD is presented, highlighting their advantages and limitations while exploring the potential of extracellular vesicles (EVs) as innovative diagnostic and therapeutic tools for MASLD. With this aim, this review emphasizes an in-depth understanding of the origin of EVs and the pathophysiological alterations of these ectosomes and exosomes in various liver diseases. This review also explores the therapeutic potential of EVs as key components in the future management of liver disease. The dual role of EVs as biomarkers and their therapeutic utility in MASLD essentially highlights their clinical integration to improve MASLD diagnosis and treatment. While EV-based therapies are still in their early stages of development and require substantial research to increase their therapeutic value before they can be used clinically, the diagnostic application of EVs has been extensively explored. Moving forward, developing diagnostic devices leveraging EVs will be crucial in advancing MASLD diagnosis. Thus, the literature summarized provides suitable grounds for clinicians and researchers to explore EVs for devising diagnostic and treatment strategies for MASLD.
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Affiliation(s)
- Swasthika Gurjar
- Department of Biochemistry, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Karnataka, 576104, Manipal, India
| | - Ramanarayana Bhat A
- Manipal Centre for Biotherapeutics Research, Manipal, Manipal Academy of Higher Education, Karnataka, 576104, Manipal, India
| | - Raghavendra Upadhya
- Manipal Centre for Biotherapeutics Research, Manipal, Manipal Academy of Higher Education, Karnataka, 576104, Manipal, India.
| | - Revathi P Shenoy
- Department of Biochemistry, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Karnataka, 576104, Manipal, India.
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22
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Ying Y, Ji Y, Ju R, Chen J, Chen M. Association between the triglyceride-glucose index and liver fibrosis in adults with metabolism-related fatty liver disease in the United States: a cross-sectional study of NHANES 2017-2020. BMC Gastroenterol 2025; 25:3. [PMID: 39748306 PMCID: PMC11697960 DOI: 10.1186/s12876-024-03579-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Accepted: 12/25/2024] [Indexed: 01/04/2025] Open
Abstract
OBJECTIVE This study aimed to examine the association between the triglyceride-glucose (TyG) index and liver fibrosis (LF) in U.S. adults with Metabolic Dysfunction-Associated Steatotic Liver Disease (MAFLD). METHODS Using data from the 2017 to 2020 National Health and Nutrition Examination Survey (NHANES) database, we conducted a population-based cross-sectional study with 1,324 participants. MAFLD was defined as a controlled attenuation parameter (CAP) score ≥ 248 dB/m accompanied by metabolic dysfunction. A median liver stiffness measurement ≥ 8.2 kPa was used to identify significant fibrosis (≥ F2). Multivariable logistic regression was employed to assess the impact of the TyG index on LF outcomes. A restricted cubic spline (RCS) model was used to explore nonlinear effects, and receiver operating characteristic (ROC) curves were applied to evaluate the effectiveness in predicting. RESULTS Among the participants, 716 were men and 608 were women, aged 20 to 80 years, representing various racial groups. Significant fibrosis was observed in 137 out of 1,324 participants. After adjusting for confounding factors, a higher TyG index was significantly associated with an increased incidence of MAFLD-related LF (OR = 2.18, 95% CI, 1.14-4.18; p < 0.05). Elevated TyG levels showed a positive correlation with significant fibrosis, with an odds ratio (OR) exceeding 1 when the TyG index was above 8.054. Subgroup analyses stratified by sex, age, and body mass index (BMI) revealed differences after adjusting for confounders. The association was stronger in women (OR = 2.53, 95% CI, 1.16-5.53) than in men (OR = 1.95, 95% CI, 0.81-4.72). A significant correlation was also found between TyG levels and obesity status (overweight: OR = 4.80, 95% CI, 1.27-18.2; obese: OR = 2.26, 95% CI, 1.20-5.53). In MAFLD patients aged 40-59, TyG was strongly associated with LF (OR = 2.85, 95% CI, 1.16-6.79). Furthermore, the area under the ROC curve (AUC) for the TyG index in predicting significant fibrosis in MAFLD patients was 0.73 (95% CI, 0.68-0.78), indicating moderate predictive ability. CONCLUSIONS In the general U.S. population, elevated TyG index levels were positively associated with an increased risk of LF in MAFLD patients.
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Affiliation(s)
- Yuou Ying
- The Second Affiliated College of Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Yuan Ji
- The Second Affiliated College of Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Ruyi Ju
- Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Jinhan Chen
- The Second Affiliated College of Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Mingxian Chen
- Department of Gastroenterology, Tongde Hospital of Zhejiang Province, Street Gucui No.234, Region Xihu, Hangzhou, Zhejiang Province, 310012, China.
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Verma A, Rishabh M, Mathiyazhagan N, Ahirwar SS, Mukherjee S, Kotnis A. Metabolic Derangement in Non-Alcoholic Fatty Liver Disease: Opportunities for Early Diagnostic and Prognostic Markers. Curr Mol Med 2025; 25:269-277. [PMID: 38409703 DOI: 10.2174/0115665240269082240213115711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 10/09/2023] [Accepted: 10/10/2023] [Indexed: 02/28/2024]
Abstract
Non-alcoholic fatty liver disease is a globally prevalent disorder that can rapidly progress if not detected early. Currently, no accepted markers exist for early diagnosis and prognosis of NAFLD. This review describes derangement in major metabolic pathways of lipid, carbohydrate, and amino acids in NAFLD. It suggests that measuring levels of thrombospondin, TyG index, asymmetric dimethylarginine, LAL-A, GLP-1, FGF-21, and GSG index are potential markers for early diagnosis of NAFLD. A single marker may not indicate early NAFLD, and further large-scale studies on correlating levels of Thrombospondin-2, triglyceride-glucose index, and FGF-21 with NAFLD are warranted.
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Affiliation(s)
- Abhinav Verma
- Department of Biochemistry, All India Institute of Medical Sciences Bhopal, Saket Nagar, Bhopal, Madhya Pradesh, India
| | - Mittal Rishabh
- Department of Biochemistry, All India Institute of Medical Sciences Bhopal, Saket Nagar, Bhopal, Madhya Pradesh, India
| | | | - Sonu Singh Ahirwar
- Department of Biochemistry, All India Institute of Medical Sciences Bhopal, Saket Nagar, Bhopal, Madhya Pradesh, India
| | - Sukhes Mukherjee
- Department of Biochemistry, All India Institute of Medical Sciences Bhopal, Saket Nagar, Bhopal, Madhya Pradesh, India
| | - Ashwin Kotnis
- Department of Biochemistry, All India Institute of Medical Sciences Bhopal, Saket Nagar, Bhopal, Madhya Pradesh, India
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Zhang F, Han Y, Wu Y, Bao Z, Zheng G, Liu J, Li W. Association between triglyceride glucose-body mass index and the staging of non-alcoholic steatohepatitis and fibrosis in patients with non-alcoholic fatty liver disease. Ann Med 2024; 56:2409342. [PMID: 39348274 PMCID: PMC11443541 DOI: 10.1080/07853890.2024.2409342] [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: 04/30/2024] [Revised: 07/21/2024] [Accepted: 08/08/2024] [Indexed: 10/02/2024] Open
Abstract
OBJECTIVE The objective of this study was to thoroughly investigate the clinical value of triglyceride glucose-body mass index (TyG-BMI) in patients diagnosed with non-alcoholic fatty liver disease (NAFLD). Specifically, we aimed to determine its association with non-alcoholic steatohepatitis (NASH) and the progression of liver fibrosis. METHODS The study included 393 patients diagnosed with NAFLD after liver biopsy. The patients were divided into two distinct cohorts: a training cohort (N = 320) and a validation cohort (N = 73). The training cohort was further divided into four groups based on TyG-BMI quartiles. The clinical characteristics of the patients in each group were compared in detail, and the association between TyG-BMI and NASH, NAFLD Activity Score (NAS) ≥ 4, at-risk NASH, significant fibrosis, advanced fibrosis, and cirrhosis was analyzed using multiple models. Additionally, we generated receiver operating characteristic (ROC) curves to evaluate the predictive ability of TyG-BMI for NASH and fibrosis staging in patients with NAFLD. RESULTS Patients with higher TyG-BMI values had a significantly higher prevalence of NASH, NAS ≥ 4, at-risk NASH, significant fibrosis, advanced fibrosis, and cirrhosis (all p < .05). TyG-BMI was an independent predictor of these diseases in both unadjusted and adjusted models (all p < .05). ROC curve analysis further revealed the excellent performance of TyG-BMI in predicting NASH, NAS ≥ 4, at-risk NASH, significant fibrosis, advanced fibrosis, and cirrhosis. The validation cohort yielded analogous results. Furthermore, we constructed three multivariate models of TyG-BMI in conjunction with elastography metrics, which demonstrated elevated diagnostic AUC values of 0.782, 0.792, 0.794, 0.785, 0.834, and 0.845, respectively. CONCLUSION This study confirms a significant association between insulin resistance and NAFLD, including at-risk NASH and fibrosis staging, as assessed using the TyG-BMI index. TyG-BMI and its associated multivariate models can be valuable noninvasive indicators for NAFLD diagnosis, risk stratification, and disease course monitoring.
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Affiliation(s)
- Fan Zhang
- Department of Endocrinology, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
- Department of Clinical Nutrition, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
| | - Yan Han
- Department of Endocrinology, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
- Department of Clinical Nutrition, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
| | - Yunfei Wu
- Department of Pathology, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
| | - Zuowei Bao
- Department of Ultrasonography, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
| | - Guojun Zheng
- Clinical Laboratory, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
| | - Jianhong Liu
- Department of Pathology, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
| | - Wenjian Li
- Department of Urology, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
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25
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Boutari C, Rizos CV, Liamis G, Skoumas I, Rallidis L, Garoufi A, Kolovou G, Sfikas G, Tziomalos K, Skalidis E, Kotsis V, Doumas M, Stamatelopoulos K, Lambadiari V, Anagnostis P, Boufidou A, Giannakopoulou V, Anastasiou G, Petkou E, Vlachopoulos C, Dima I, Fakas G, Papathanasiou KA, Attilakos A, Kolovou V, Koumaras C, Agapakis D, Zacharis E, Antza C, Milionis H, Liberopoulos E, Mantzoros CS. The effect of lipid-lowering treatment on indices of MASLD in familial hypercholesterolemia patients. Clin Nutr 2024; 43:84-91. [PMID: 39437569 DOI: 10.1016/j.clnu.2024.10.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Revised: 10/07/2024] [Accepted: 10/14/2024] [Indexed: 10/25/2024]
Abstract
BACKGROUND & AIMS The effect of lipid-lowering treatment (LLT) on metabolic dysfunction associated steatotic liver disease (MASLD) is unclear. This is relevant for patients with familial hypercholesterolemia (FH) who are on lifelong LLT. We aimed to evaluate the effect of LLT on MASLD indices in this population. METHODS Patients with at least possible diagnosis of FH were included into the Hellenic FH Registry (HELLAS-FH) registry. We analyzed the effect of statin monotherapy, statin/ezetimibe and statin/ezetimibe/proprotein convertase subtilisin/kexin 9 inhibitors (PCSK9i) on MASLD indices, i.e., original triglyceride-glucose index (TyGO) and triglyceride-glucose index (TyG). We compared changes of TyG and TyGO before any treatment and after at least one year of stable LLT. RESULTS We included 1289 patients: n = 569 in the statin monotherapy group (mean age = 51 ± 15 years, 52.7 % males), n = 629 in the statin/ezetimibe group (52 ± 14 years, 51.8 %), and n = 91 in the statin/ezetimibe/PCSK9i group (54 ± 13 years, 58.2 %). Compared with baseline, TyGO and TyG decreased significantly following statin monotherapy (8.61 vs 8.49 and 4.65 vs 4.59, respectively, both p < 0.01), statin/ezetimibe (8.59 vs 8.41 and 4.64 vs 4.55, respectively, both p < 0.01) and statin/ezetimibe/PCSK9i (8.79 vs 8.55 and 4.74 vs 4.62, respectively, both p < 0.01). There was no difference regarding the change of TyGO and TyG between groups after adjusting for baseline levels. A greater percentage of patients in the statin/ezetimibe and statin/ezetimibe/PCSK9i groups exhibited TyGO-defined MASLD resolution compared with statin monotherapy (p < 0.05). After adjustment for possible confounders, LLT was significantly associated with MASLD resolution. CONCLUSIONS MASLD indices were significantly improved in all LLT groups in FH patients. Statin/ezetimibe and statin/ezetimibe/PCSK9i were associated with greater TyGO-defined MASLD resolution compared with statin monotherapy.
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Affiliation(s)
- Chrysoula Boutari
- Department of Internal Medicine, Medical School, Aristotle University of Thessaloniki, Hippokration General Hospital, Thessaloniki, Greece; Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Christos V Rizos
- Department of Internal Medicine, Medical School, University of Ioannina, Ioannina, Greece
| | - George Liamis
- Department of Internal Medicine, Medical School, University of Ioannina, Ioannina, Greece
| | - Ioannis Skoumas
- 1(st) Cardiology Department, Lipid Clinic, Athens Medical School, National and Kapodistrian University of Athens, Hippokration General Hospital, Athens, Greece
| | - Loukianos Rallidis
- Department of Cardiology, Medical School, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Anastasia Garoufi
- Second Department of Pediatrics, Medical School, National and Kapodistrian University of Athens, General Children's Hospital "P. & A. Kyriakou", Athens, Greece
| | - Genovefa Kolovou
- Cardiometabolic Center, Lipid Clinic, LA Apheresis Unit, Metropolitan Hospital, Athens, Greece
| | - George Sfikas
- Department of Internal Medicine, 424 General Military Training Hospital, Thessaloniki, Greece
| | - Konstantinos Tziomalos
- 1(st) Propedeutic Department of Internal Medicine, Medical School, Aristotle University of Thessaloniki, AHEPA Hospital, Thessaloniki, Greece
| | - Emmanouil Skalidis
- Cardiology Clinic, University General Hospital of Heraklion, Heraklion, Greece
| | - Vasileios Kotsis
- 3(rd) Department of Internal Medicine, Medical School, Aristotle University of Thessaloniki, Papageorgiou General Hospital, Thessaloniki, Greece
| | - Michalis Doumas
- Department of Internal Medicine, Medical School, Aristotle University of Thessaloniki, Hippokration General Hospital, Thessaloniki, Greece
| | - Kimon Stamatelopoulos
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Vaia Lambadiari
- 2(nd) Propaedeutic Internal Medicine Department and Diabetes Research Unit, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | | | - Amalia Boufidou
- 1(st) Department of Cardiology, Medical School, Aristotle University of Thessaloniki, AHEPA Hospital, Thessaloniki, Greece
| | | | - Georgia Anastasiou
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA; Department of Internal Medicine, Medical School, University of Ioannina, Ioannina, Greece
| | - Ermioni Petkou
- Department of Internal Medicine, Medical School, University of Ioannina, Ioannina, Greece
| | - Charalambos Vlachopoulos
- 1(st) Cardiology Department, Lipid Clinic, Athens Medical School, National and Kapodistrian University of Athens, Hippokration General Hospital, Athens, Greece
| | - Ioanna Dima
- 1(st) Cardiology Department, Lipid Clinic, Athens Medical School, National and Kapodistrian University of Athens, Hippokration General Hospital, Athens, Greece
| | - Georgios Fakas
- Department of Cardiology, Medical School, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Konstantinos A Papathanasiou
- Department of Cardiology, Medical School, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Achilleas Attilakos
- Department of Pediatrics, Medical School, National and Kapodistrian University of Athens, C' Pediatrics Clinic, Attikon University General Hospital, Athens, Greece
| | - Vana Kolovou
- Cardiometabolic Center, Lipid Clinic, LA Apheresis Unit, Metropolitan Hospital, Athens, Greece
| | - Charalambos Koumaras
- Department of Internal Medicine, 424 General Military Training Hospital, Thessaloniki, Greece
| | - Dimitrios Agapakis
- 1(st) Propedeutic Department of Internal Medicine, Medical School, Aristotle University of Thessaloniki, AHEPA Hospital, Thessaloniki, Greece
| | - Evangelos Zacharis
- Cardiology Clinic, University General Hospital of Heraklion, Heraklion, Greece
| | - Christina Antza
- 3(rd) Department of Internal Medicine, Medical School, Aristotle University of Thessaloniki, Papageorgiou General Hospital, Thessaloniki, Greece
| | - Haralampos Milionis
- Department of Internal Medicine, Medical School, University of Ioannina, Ioannina, Greece
| | - Evangelos Liberopoulos
- 1(st) Propaedeutic Department of Medicine, School of Medicine, National and Kapodistrian University of Athens, Laiko Hospital, Athens, Greece
| | - Christos S Mantzoros
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA; Department of Medicine, Boston VA Healthcare System, Boston, MA, USA.
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Hao Z, Guo X, Wang Y, Yang G. Physical Activity Reduces Metabolic Risk via Iron Metabolism: Cross-National Evidence Using the Triglyceride-Glucose Index. Metabolites 2024; 14:651. [PMID: 39728432 DOI: 10.3390/metabo14120651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Revised: 11/18/2024] [Accepted: 11/22/2024] [Indexed: 12/28/2024] Open
Abstract
Purpose: Studies suggest that the triglyceride-glucose index (TyG) is a novel and comprehensive marker of metabolic health. While most research indicates that increased physical activity (PA) is linked to improved metabolic health, some studies argue that the previous markers may not fully capture this relationship. This study uses TyG as a marker of metabolic health to examine the association between PA and TyG. Methods: Data are from cross-sectional surveys in three large population studies in China and the United States: CHARLS, CHNS, and NHANES. Regression models were applied to analyze the relationship between PA and TyG, with covariates adjusted in a stepwise manner. Stratified analysis was used to explore this relationship among different population groups, and, since it has been suggested that iron metabolism plays an important role in metabolic health, it was used as a mediating variable to construct a mediation model for analysis and discussion. Results: Higher PA was significantly associated with lower TyG levels across all three databases (p < 0.001), and this relationship remained robust after full adjustment for covariates. This negative association was more pronounced in older males (over 45 years). Iron metabolism also mediated this relationship, with mediation proportions ranging from 10% to 12.5%. Conclusions: There is a significant inverse association between PA and TyG, suggesting a link between increased PA and metabolic health, with iron metabolism moderating this relationship, especially among older males.
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Affiliation(s)
- Zikang Hao
- School of Physical Education, Shandong University, Jinan 250061, China
- Laboratory of Exercise Science, Ocean University of China, Qingdao 261000, China
| | - Xinmeng Guo
- School of Physical Education, Shandong University, Jinan 250061, China
| | - Yitao Wang
- Kunshan Hospital of Traditional Chinese Medicine, Nanjing University of Traditional Chinese Medicine, Kunshan 215300, China
- School of Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Guang Yang
- Kunshan Hospital of Traditional Chinese Medicine, Nanjing University of Traditional Chinese Medicine, Kunshan 215300, China
- School of Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, China
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Xiao J, Zhang X, Chang L, Yu H, Sun L, Zhu C, He Q. Associations of four surrogate insulin resistance indexes with non-alcoholic steatohepatitis in Chinese patients with obesity: a cross-sectional study. Endocrine 2024; 86:546-555. [PMID: 38814373 DOI: 10.1007/s12020-024-03888-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 05/17/2024] [Indexed: 05/31/2024]
Abstract
OBJECTIVES This study was designed to evaluate the association of four surrogate indexes of IR with NASH in patients with obesity. METHODS A total of 270 patients who underwent bariatric surgery, were included in this cross-sectional study. NASH was diagnosed based on liver biopsies. Binary logistics regression analyses were performed to assess the associations of four surrogate indexes of IR (HOMA-IR, Matsuda index, TyG, and TG/HDL-C) with NASH in patients with obesity. The restricted cubic spline was used to assess the dose-response associations of surrogate indexes of IR with NASH after adjusting for confounding factors. RESULTS NASH was diagnosed in 136 patients, with a prevalence of 50.37%. Compared with tertile 1, the fully adjusted ORs (95% CIs) of NASH for tertile 3 were 2.711(1.113-6.608) and 0.297 (0.152-0.579) for TyG and Matsuda index. Consistently, per SD increment of TyG were still significantly associated with 64% increased risks of NASH, and per SD increment of Matsuda index were still significantly associated with 38% decreased risks of NASH. In contrast, no significant associations were found between HOMA-IR and TG/HDL-C and the risk of NASH in patients with obesity (all P > 0.05). After adjusting covariates in restricted cubic splines, the risk of NASH decreased with the increment of Matsuda Index levels (P-nonlinear = 0.442, P-overall = 0.007) and with the decrement of TyG levels (P-nonlinear = 0.004, P-overall = 0.001). CONCLUSIONS In patients with obesity, TyG and Matsuda index were independently related to the risk of NASH after adjustment for traditional risk factors. In addition, compared with HOMA-IR and TG/HDL-C, the Matsuda index and TyG may be more suitable for NASH prediction in patients with obesity.
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Affiliation(s)
- Jinfeng Xiao
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, Tianjin, 300052, China
- Department of Endocrinology and Metabolism, Shanxi Provincial People's Hospital, Taiyuan, 030012, China
| | - Xinxin Zhang
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, Tianjin, 300052, China
| | - Lina Chang
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, Tianjin, 300052, China
| | - Hong Yu
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, Tianjin, 300052, China
| | - Longhao Sun
- Department of General surgery, Tianjin Medical University General Hospital, Tianjin, 300052, China.
| | - Chonggui Zhu
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, Tianjin, 300052, China.
| | - Qing He
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, Tianjin, 300052, China.
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Dai Y, Zhang Y, Wang B, Cao L, Wang Z. The association between triglyceride glucose index and gout: a cross-sectional analysis based on NHANES 2007-2018. BMC Endocr Disord 2024; 24:218. [PMID: 39415137 PMCID: PMC11481382 DOI: 10.1186/s12902-024-01747-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 10/01/2024] [Indexed: 10/18/2024] Open
Abstract
BACKGROUND The triglyceride glucose (TyG) index, defined as Ln [fasting triglyceride (mg/dL) × fasting glucose (mg/dL)/2], provides insights into overall metabolic status. However, the association between the TyG index and gout has not been investigated. Therefore, this study explored the correlation between the TyG index and gout. METHODS Using data from the National Health and Nutrition Examination Survey, which was conducted from 2007 to 2018, this study investigated the relationship between the TyG index and gout. Demographic data and potential risk factors were analyzed and compared using t tests for continuous data and chi-square tests for categorical data. Logistic regression and subgroup analysis were performed to examine the association between the TyG index and gout. RESULTS A total of 14,924 participants were enrolled, among whom 726 (4.86%) were diagnosed with gout. Without controlling for any covariates, a significant positive correlation was observed between an elevated TyG index and increased risk of gout, with an odds ratio (OR) of 2.07 and a 95% confidence interval (CI) ranging from 1.76 to 2.43. After full adjustment, this association remained statistically significant, with an adjusted OR of 1.43 and a 95% CI from 1.14 to 1.80. Subgroup analyses revealed significant interactions, particularly for females (OR = 2.55; 95% CI: 2.00-3.26), individuals with no military service history (OR = 2.15; 95% CI: 1.66-2.43), and those without diabetes (OR = 2.00; 95% CI: 1.64-2.43). CONCLUSION A positive correlation was observed between the TyG index and gout. Consequently, further large-scale prospective studies are warranted for a comprehensive analysis of the role of the TyG index in gout.
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Affiliation(s)
- Yahui Dai
- Songjiang Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 748 Middle Zhongshan Road, Songjiang District, Shanghai, China
- Shanghai General Hospital of Nanjing Medical University, Shanghai, China
| | - Yushan Zhang
- Tongji Hospital, School of Medicine, Tongji University, 389 Xincun Road, Putuo District, Shanghai, China
| | - Bo Wang
- Songjiang Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 748 Middle Zhongshan Road, Songjiang District, Shanghai, China
| | - Lei Cao
- Songjiang Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, 748 Middle Zhongshan Road, Songjiang District, Shanghai, China.
| | - Zhiyuan Wang
- Tongji Hospital, School of Medicine, Tongji University, 389 Xincun Road, Putuo District, Shanghai, China.
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Yakut A. Retrospective cohort evaluation study in terms of cardiovascular and metabolic diseases in chronic hepatitis B patients. Front Endocrinol (Lausanne) 2024; 15:1426196. [PMID: 39421537 PMCID: PMC11484011 DOI: 10.3389/fendo.2024.1426196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 09/16/2024] [Indexed: 10/19/2024] Open
Abstract
Background Chronic hepatitis B (CHB) and nucleotide analogues [entecavir (ETV) and tenofovir disoproxil fumarate (TDF)] used in its treatment have been shown to affect metabolic parameters in many studies. In this study, we aimed to investigate the effects of metabolic events associated with CHB and nucleotide analogues (NAs) used in CHB treatment on ischemic heart diseases (IHD) and cardiovascular diseases (CVD). Methods This retrospective study was conducted between June 2022 and January 2024 with a total of 241 patients diagnosed with non-cirrhotic CHB in the gastroenterology outpatient clinic, 96 of whom did not receive hepatitis B treatment, 110 of whom received TDF, and 35 of whom received ETV treatment. Patients were evaluated in terms of metabolic, CVD, and hepatology depending on whether they received antiviral treatment or not. In our study, the triglyceride-glucose (TyG) index and triglyceride-to-high-density lipoprotein cholesterol ratio (TG/HDL-C) were calculated in patients to evaluate potential risk factors for CVD. Again, while the total cholesterol-to-HDL-C ratio (TC/HDL-C), which is associated with CVD\IHD, was evaluated, the '4-factor fibrosis index' (FIB-4) score, which is a non-invasive indicator of liver fibrosis, was also evaluated. Results Diabetes mellitus (DM), fasting blood sugar (FBS), oral antidiabetic drug (OAD) usage rate, and insulin usage rate were high in patients receiving ETV treatment. The TyG index of patients receiving ETV was higher than patients in the other group (p = 0.035; p<0.05). It was determined that the probability of detecting ETV treatment in patients with a TG/HDL-C ratio of ≥1.82 cut-off value was 4.250 times higher. The odds ratio for TG/HDL-C measurements was 4.250 (95% CI: 1.384-13.054). FIB-4 score, which is a non-invasive indicator of liver fibrosis, was found to be higher in patients receiving ETV than in other groups. Conclusion In patients with CHB, a relationship was observed between markers used to predict CVD risk, such as the TyG index and TG/HDL-C ratio. The group with high levels of these two markers and a high potential for developing CVD was patients receiving ETV treatment. In this first study in the literature showing the relationship between CHB and CVD, we found that the relative risk of CVD was increased in patients using ETV.
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Affiliation(s)
- Aysun Yakut
- Department of Gastroenterology, İstanbul Medipol University Sefakoy Health Practice Research Center, Istanbul, Türkiye
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Ma X, Zou H, Zhan J, Gao J, Xie Y. Assessment of the clinical value of five noninvasive predictors of metabolic dysfunction-associated steatotic liver disease in Han Chinese adults. Eur J Gastroenterol Hepatol 2024; 36:1209-1219. [PMID: 38973526 DOI: 10.1097/meg.0000000000002806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/09/2024]
Abstract
BACKGROUND Fatty Liver Index (FLI), Triglyceride-Glucose Index (TyG), Lipid Accumulation Product (LAP), Zhejiang University Index (ZJU), and Visceral Adiposity Index (VAI) are five classical predictive models for fatty liver disease. Our cross-sectional study aimed to identify the optimal predictors by comparing the predictive value of five models for metabolic dysfunction-associated steatotic liver disease (MASLD) risk. METHODS Data on 2687 participants were collected from West China Hospital of Sichuan University. Controlled attenuation parameters assessed by transient elastography were used to effectively diagnose MASLD. Logistic regression analysis was used to estimate the odd ratios and 95% confidence intervals between indices and MASLD risk. Receiver operating characteristic curves were plotted to evaluate the predictive value of indices. RESULTS This study included 1337 normal and 1350 MASLD samples. The average age of MASLD patients is 47 years old, and the prevalence was higher in males (39.3%) than in females (10.9%). Five indices were positively correlated with MASLD risk, with the strongest correlation for TyG. Overall, the area under the curve of the indicators was: ZJU 0.988, FLI 0.987, LAP 0.982, TyG 0.942, and VAI 0.941. In the gender stratification, ZJU (0.989) performed best in males. FLI (0.988) and ZJU (0.987) had similar predictive ability in females. In the age stratification, FLI performed better in predicting the middle-aged group aged 30-40 years (0.991). CONCLUSION For Chinese Han adults, ZJU is the best predictive index for initial screening of MASLD. FLI can serve as an alternative tool for ZJU to predict females.
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Affiliation(s)
- Xiaopu Ma
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
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Mehta M, Shah J, Joshi U. Understanding Insulin Resistance in NAFLD: A Systematic Review and Meta-Analysis Focused on HOMA-IR in South Asians. Cureus 2024; 16:e70768. [PMID: 39364176 PMCID: PMC11448744 DOI: 10.7759/cureus.70768] [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] [Accepted: 10/03/2024] [Indexed: 10/05/2024] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD), a metabolic condition, is becoming increasingly common in South Asia. While its clinical diagnosis primarily relies on sonography and altered hepatic biomarkers, the significance of non-hepatic indicators, such as Homeostasis Model Assessment of Insulin Resistance (HOMA-IR), in relation to NAFLD requires further examination in the South Asian population due to ethnic differences in these markers. This study examined the relationship between insulin resistance, quantified using the Homeostasis Model Assessment of Insulin Resistance (HOMA-IR), and NAFLD, along with other non-hepatic biomarkers. A thorough literature review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. We searched the PubMed, Embase, and Google Scholar databases, yielding 287 articles. After applying the selection criteria and screening, 22 studies were selected for inclusion in the analysis. We extracted and meta-analyzed the data on HOMA-IR in patients with NAFLD, along with other relevant parameters. The Newcastle-Ottawa Scale (NOS) was used to assess the quality of observational studies, whereas the RoB 2.0 tool was employed for randomized controlled trials (RCTs). The systematic review uncovered that individuals with NAFLD demonstrated statistically significant elevations in HOMA-IR levels, with a weighted mean difference (WMD) of 1.28 (95% confidence interval (CI): 1.00-1.58, I² = 98%, p < 0.0001) when compared to healthy subjects. Additionally, NAFLD patients showed markedly higher fasting blood glucose (FBG) levels, with a combined mean difference of 15.64 mg/dL (95% CI: 11.03-20.25, I² = 92%, p < 0.0001). The analysis also revealed increased triglyceride levels in NAFLD patients, with a pooled mean difference of 42.49 mg/dL (95% CI: 29.07-55.91, I² = 97%, p < 0.0001), and elevated C-reactive protein (CRP) levels, with a pooled mean difference of 2.17 mg/L (95% CI: 2.01-2.33, I² = 23%, p < 0.0001). Interestingly, subgroup analysis indicated that obese NAFLD patients exhibited significantly higher HOMA-IR levels than their non-obese counterparts, with a weighted mean difference of 5.85 (95% CI: 4.88-6.81, I² = 0%, p < 0.0001). Variations in study methodology, diagnostic techniques, and subject demographics were identified as sources of heterogeneity. The analysis found little evidence of publication bias, which lends credibility to the results. In South Asian populations, higher HOMA-IR, triglyceride-glucose (TyG) index, and CRP levels are associated with an increased risk of NAFLD. To improve the understanding and treatment of NAFLD in this specific demographic group, it is necessary to establish uniform diagnostic criteria and conduct additional studies, particularly RCTs.
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Affiliation(s)
- Margeyi Mehta
- Department of Clinical Biochemistry, Government Medical College and Sir Sayajirao General (SSG) Hospital, Vadodara, IND
| | - Jigish Shah
- Department of Microbiology, Pratham Microbiology Laboratory, Vadodara, IND
| | - Urvish Joshi
- Department of Community Medicine, Narendra Modi Medical College and Lallubhai Gordhandas (LG) Hospital, Ahmedabad, IND
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Kim B, Jin HY, Yoon JS, Noh ES, Hwang IT. Triglyceride Glucose Index is Associated with Ultrasonographic Fatty Liver Indicator in Children and Adolescents with Non-alcoholic Fatty Liver Disease. J Clin Res Pediatr Endocrinol 2024; 16:306-313. [PMID: 38664989 PMCID: PMC11590764 DOI: 10.4274/jcrpe.galenos.2024.2024-2-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 03/25/2024] [Indexed: 09/06/2024] Open
Abstract
Objective Non-alcoholic fatty liver disease (NAFLD) is defined as chronic hepatic steatosis and is becoming prevalent, along with the increasing trend for obesity in children and adolescents. A non-invasive and reliable tool is needed to differentiate non-alcoholic steatohepatitis from simple steatosis. This study evaluated the association between the triglyceride glucose (TyG) index and the ultrasonographic fatty liver indicator (US-FLI), and the possibility of using the TyG index for prediction of severity of pediatric NAFLD. Methods One hundred and twenty one patients who were diagnosed with NAFLD by ultrasonography were included. They were categorized into three groups according to body mass index (BMI). Ninety-two were obese, and 19 and 10 were overweight and normal weight, respectively. Results The homeostatic model assessment for insulin resistance (HOMA-IR) was highest in the group with obesity (p=0.044). The TyG index and US-FLI did not differ significantly among the three BMI groups (p=0.186). Fourteen (11.6%) of the 121 patients had US-FLI ≥6, in whom the BMI-SDS and TyG index were higher (p=0.017, p=0.004), whereas HOMA-IR did not differ significantly from the group with US-FLI <6 (p=0.366). US-FLI was associated with BMI-SDS and the TyG index. TyG index was significantly associated with US-FLI after adjustment for BMI-SDS. The cut-off value for the TyG index for predicting US-FLI ≥6 was 8.91, with an area under the curve of 0.785. Conclusion TyG index was associated with the degree of hepatic steatosis, suggesting that it might be a useful tool for predicting the severity of pediatric NAFLD.
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Affiliation(s)
- Bitgyeol Kim
- Hallym University College of Medicine, Kangdong Sacred Heart Hospital, Clinic of Pediatrics, Seoul, Korea
| | - Hye Young Jin
- Hallym University College of Medicine, Kangdong Sacred Heart Hospital, Clinic of Pediatrics, Seoul, Korea
| | - Jong Seo Yoon
- Hallym University College of Medicine, Kangdong Sacred Heart Hospital, Clinic of Pediatrics, Seoul, Korea
| | - Eu Seon Noh
- Hallym University College of Medicine, Kangdong Sacred Heart Hospital, Clinic of Pediatrics, Seoul, Korea
| | - Il Tae Hwang
- Hallym University College of Medicine, Kangdong Sacred Heart Hospital, Clinic of Pediatrics, Seoul, Korea
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Zhao Q, Li Y, Zhang M, Ban B. Nonlinear relationship between the triglyceride-glucose index and alanine aminotransferase in children with short stature. Sci Rep 2024; 14:20588. [PMID: 39232127 PMCID: PMC11374982 DOI: 10.1038/s41598-024-71608-8] [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: 05/03/2024] [Accepted: 08/29/2024] [Indexed: 09/06/2024] Open
Abstract
Metabolic dysfunction associated fatty liver disease (MAFLD) is a common cause of liver disease in children and adolescents. The relationship between insulin resistance (IR) and MAFLD in children with short stature remains largely unknown. The present study was to investigate the relationship between the triglyceride-glucose (TyG) index and alanine aminotransferase (ALT) levels in children with short stature. A total of 1754 children with short stature were enrolled. Anthropometric, biochemical and hormonal indexes were collected through physical measurement examinations and laboratory tests. A nonlinear association was found between the TyG index and ALT. The inflection point of the curve was at a TyG index of 8.24. In multivariate piecewise linear regression, only when the TyG index was greater than 8.24 was there a significant positive association between the TyG index and ALT (β 5.75, 95% CI 3.30, 8.19; P < 0.001). However, when the TyG index was less than 8.24, there was no significant association between the TyG index and ALT (β -0.57, 95% CI -1.84, 0.71; P = 0.382). This study demonstrated a nonlinear relationship between TyG index and ALT in children with short stature. This finding suggests that a high TyG index is associated with elevated ALT in children with short stature.
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Affiliation(s)
- Qianqian Zhao
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, 89 Guhuai Road, Jining, 272029, Shandong, People's Republic of China
- Chinese Research Center for Behavior Medicine in Growth and Development, 89 Guhuai Road, Jining, 272029, Shandong, People's Republic of China
| | - Youqian Li
- Department of Cardiovasology, Affiliated Hospital of Jining Medical University, Jining Medical University, 89 Guhuai Road, Jining, 272029, Shandong, People's Republic of China
| | - Mei Zhang
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, 89 Guhuai Road, Jining, 272029, Shandong, People's Republic of China
- Chinese Research Center for Behavior Medicine in Growth and Development, 89 Guhuai Road, Jining, 272029, Shandong, People's Republic of China
| | - Bo Ban
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, 89 Guhuai Road, Jining, 272029, Shandong, People's Republic of China.
- Chinese Research Center for Behavior Medicine in Growth and Development, 89 Guhuai Road, Jining, 272029, Shandong, People's Republic of China.
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Li D, Wu S, Zhang M, Xie C, Tan H, Li N. Correlation between triglyceride-glucose index and related parameters and nonalcoholic fatty liver disease in northwest China. Int J Diabetes Dev Ctries 2024; 44:496-502. [DOI: 10.1007/s13410-023-01255-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 09/13/2023] [Indexed: 01/03/2025] Open
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Ni J, Huang Y, Xiang Q, Zheng Q, Xu X, Qin Z, Sheng G, Li L. Establishment and Evaluation of a Noninvasive Metabolism-Related Fatty Liver Screening and Dynamic Monitoring Model: Cross-Sectional Study. Interact J Med Res 2024; 13:e56035. [PMID: 39172506 PMCID: PMC11377904 DOI: 10.2196/56035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 06/03/2024] [Accepted: 07/03/2024] [Indexed: 08/23/2024] Open
Abstract
BACKGROUND Metabolically associated fatty liver disease (MAFLD) insidiously affects people's health, and many models have been proposed for the evaluation of liver fibrosis. However, there is still a lack of noninvasive and sensitive models to screen MAFLD in high-risk populations. OBJECTIVE The purpose of this study was to explore a new method for early screening of the public and establish a home-based tool for regular self-assessment and monitoring of MAFLD. METHODS In this cross-sectional study, there were 1758 eligible participants in the training set and 200 eligible participants in the testing set. Routine blood, blood biochemistry, and FibroScan tests were performed, and body composition was analyzed using a body composition instrument. Additionally, we recorded multiple factors including disease-related risk factors, the Forns index score, the hepatic steatosis index (HSI), the triglyceride glucose index, total body water (TBW), body fat mass (BFM), visceral fat area, waist-height ratio (WHtR), and basal metabolic rate. Binary logistic regression analysis was performed to explore the potential anthropometric indicators that have a predictive ability to screen for MAFLD. A new model, named the MAFLD Screening Index (MFSI), was established using binary logistic regression analysis, and BFM, WHtR, and TBW were included. A simple rating table, named the MAFLD Rating Table (MRT), was also established using these indicators. RESULTS The performance of the HSI (area under the curve [AUC]=0.873, specificity=76.8%, sensitivity=81.4%), WHtR (AUC=0.866, specificity=79.8%, sensitivity=80.8%), and BFM (AUC=0.842, specificity=76.9%, sensitivity=76.2%) in discriminating between the MAFLD group and non-fatty liver group was evaluated (P<.001). The AUC of the combined model including WHtR, HSI, and BFM values was 0.900 (specificity=81.8%, sensitivity=85.6%; P<.001). The MFSI was established based on better performance at screening MAFLD patients in the training set (AUC=0.896, specificity=83.8%, sensitivity=82.1%) and was confirmed in the testing set (AUC=0.917, specificity=89.8%, sensitivity=84.4%; P<.001). CONCLUSIONS The novel MFSI model was built using WHtR, BFM, and TBW to screen for early MAFLD. These body parameters can be easily obtained using a body fat scale at home, and the mobile device software can record specific values and perform calculations. MFSI had better performance than other models for early MAFLD screening. The new model showed strong power and stability and shows promise in the area of MAFLD detection and self-assessment. The MRT was a practical tool to assess disease alterations in real time.
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Affiliation(s)
- Jiali Ni
- The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yong Huang
- Shulan (Hangzhou) Hospital Affiliated to Zhejiang Shuren University, Shulan International Medical College, Hangzhou, China
| | - Qiangqiang Xiang
- The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qi Zheng
- The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xiang Xu
- Shulan (Hangzhou) Hospital Affiliated to Zhejiang Shuren University, Shulan International Medical College, Hangzhou, China
| | - Zhiwen Qin
- Shulan (Hangzhou) Hospital Affiliated to Zhejiang Shuren University, Shulan International Medical College, Hangzhou, China
| | - Guoping Sheng
- Shulan (Hangzhou) Hospital Affiliated to Zhejiang Shuren University, Shulan International Medical College, Hangzhou, China
| | - Lanjuan Li
- State Key Laboratory for Diagnosis and Treatment of Infectious Disease, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Momeni A, Yazdi M, Motlagh ME, Qorbani M, Kelishadi R. Glucose and lipid-related indicators in relation to elevated alanine aminotransferase in a pediatric population. J Pediatr Endocrinol Metab 2024; 37:597-604. [PMID: 38934083 DOI: 10.1515/jpem-2024-0092] [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: 02/19/2024] [Accepted: 05/27/2024] [Indexed: 06/28/2024]
Abstract
OBJECTIVES To determine the associations between various glucose and lipid-related indicators with elevated alanine aminotransferase (ALT) in pediatric population. METHODS We analyzed the cross-sectional data of 3,771 Iranian children and adolescents aged 7-18 years using the fifth survey of a national school-based surveillance program. The predictive power of 11 different glucose and lipid-related indicators for predicting elevated ALT was examined using receiver operating characteristic (ROC) curve. RESULTS In the total sample non-HDL-C, non-HDL-C/HDL-C, and TC/HDL-C showed the largest area under the curve (AUC) for elevated ALT detection, with 0.731 (cut-off, 129.5 mg/dL), 0.706, and 0.706, respectively. In girls, non-HDL-C had the highest predictive value (AUC, 0.741, cut-off, 129.5 mg/dL). Among boys, non-HDL-C/HDL-C and TC/HDL-C showed the largest AUC of 0.753 with optimum cut-off values of 2.63 and 3.63, respectively. CONCLUSIONS The findings of this study suggest that non-HDL-C, non-HDL-C/HDL-C, and TC/HDL-C can be predictors of elevated ALT in the pediatric population. These indices can be useful in large population-based studies for predicting children and adolescents at risk of fatty liver.
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Affiliation(s)
- Azin Momeni
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences 48455 , Isfahan, Iran
| | - Maryam Yazdi
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences 48455 , Isfahan, Iran
| | | | - Mostafa Qorbani
- 391934 Non-communicable Diseases Research Center , Alborz University of Medical Sciences, Karaj, Iran
| | - Roya Kelishadi
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences 48455 , Isfahan, Iran
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Frankovic I, Djuricic I, Ninic A, Vekic J, Vorkapic T, Erceg S, Gojkovic T, Tomasevic R, Mamic M, Mitrovic M, Zeljkovic A. Increased Odds of Metabolic Dysfunction-Associated Steatotic Liver Disease Are Linked to Reduced n-6, but Not n-3 Polyunsaturated Fatty Acids in Plasma. Biomolecules 2024; 14:902. [PMID: 39199290 PMCID: PMC11353166 DOI: 10.3390/biom14080902] [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: 06/25/2024] [Revised: 07/18/2024] [Accepted: 07/23/2024] [Indexed: 09/01/2024] Open
Abstract
The increasing prevalence of metabolic dysfunction-associated steatotic liver disease (MASLD) underscores the need for better understanding of its complex pathogenesis. Lipid accumulation in hepatocytes is among principal mechanisms contributing to MASLD development. While routine lipid parameters are well studied, the profile of circulating fatty acids in MASLD patients remains less explored. This study aimed to assess relative proportions of individual fatty acids in plasma of MASLD patients and to explore their associations with other biochemical markers of MASLD. Ninety-one patients and 48 healthy individuals were enrolled. The relative proportions of fatty acids in plasma were determined using gas chromatography with FID detection. Proportions of total n-6 polyunsaturated fatty acids (PUFAs) and linoleic acid (LA) in plasma were lower in MASLD patients (p = 0.001 and p = 0.004, respectively), with no differences observed in n-3 PUFAs. Total plasma n-6 PUFAs correlated negatively with body mass index, hepatic steatosis indices, triglyceride concentration and coronary risk index. Decreased prevalence of n-6 PUFAs in plasma was independently associated with higher odds of MASLD (OR = 0.769; CI: 0.611-0.968; p = 0.025). Our findings indicate an altered circulatory fatty acid distribution in MASLD, characterized by a reduced amount of n-6 PUFAs, particularly LA, which may have significant implications for the prevention and treatment of MASLD.
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Affiliation(s)
- Irena Frankovic
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, 11000 Belgrade, Serbia; (I.F.); (I.D.); (A.N.); (J.V.); (T.V.); (S.E.); (T.G.)
| | - Ivana Djuricic
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, 11000 Belgrade, Serbia; (I.F.); (I.D.); (A.N.); (J.V.); (T.V.); (S.E.); (T.G.)
| | - Ana Ninic
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, 11000 Belgrade, Serbia; (I.F.); (I.D.); (A.N.); (J.V.); (T.V.); (S.E.); (T.G.)
| | - Jelena Vekic
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, 11000 Belgrade, Serbia; (I.F.); (I.D.); (A.N.); (J.V.); (T.V.); (S.E.); (T.G.)
| | - Tara Vorkapic
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, 11000 Belgrade, Serbia; (I.F.); (I.D.); (A.N.); (J.V.); (T.V.); (S.E.); (T.G.)
| | - Sanja Erceg
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, 11000 Belgrade, Serbia; (I.F.); (I.D.); (A.N.); (J.V.); (T.V.); (S.E.); (T.G.)
| | - Tamara Gojkovic
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, 11000 Belgrade, Serbia; (I.F.); (I.D.); (A.N.); (J.V.); (T.V.); (S.E.); (T.G.)
| | - Ratko Tomasevic
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia;
- Department of Gastroenterology and Hepatology, Clinic for Internal Medicine, Clinical Hospital Center Zemun, 11080 Belgrade, Serbia
| | - Milica Mamic
- Department of Laboratory Diagnostics, Clinical Hospital Center Zemun, 11080 Belgrade, Serbia;
| | - Milos Mitrovic
- Clinical Department for Gastroenterology and Hepatology, University Medical Center Zvezdara, 11000 Belgrade, Serbia;
| | - Aleksandra Zeljkovic
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, 11000 Belgrade, Serbia; (I.F.); (I.D.); (A.N.); (J.V.); (T.V.); (S.E.); (T.G.)
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Cai Y, Chen J, Deng X, Wang B, Huang J, Lian N, Lian N. Triglyceride-glucose index and combined indicators: effective indicators for screening NAFLD in snoring patients. BMC Pulm Med 2024; 24:359. [PMID: 39049008 PMCID: PMC11270774 DOI: 10.1186/s12890-024-03166-8] [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: 07/12/2023] [Accepted: 07/12/2024] [Indexed: 07/27/2024] Open
Abstract
AIMS Nonalcoholic fatty liver disease (NAFLD) is a common complication in snoring patients, especially in patients with obstructive sleep apnea syndrome (OSA). Triglyceride-glucose (TyG) index was a simple indicator of metabolic status and a surrogate marker of insulin resistance. This study aimed to explore the relationship between NAFLD and TyG index in snoring patients. METHODS A retrospective study was conducted. The successive snoring patients enrolled in the Sleep Center of the First Affiliated Hospital of Fujian Medical University and had abdominal ultrasonography were included. The clinical characteristics of patients in different quartile TyG groups were compared. The relationship of the TyG index and NAFLD were valued via logistic regression models and restricted cubic spline analysis. The value of TyG index in predicting NAFLD was determined by receiver operating characteristic curve (ROC curve). RESULTS A total of 463 NAFLD cases were found among the 654 snoring patients. TyG index was a risk factor of NAFLD in snoring patients (OR = 2.38, 95% CI = 1.71-3.36). The risk of NAFLD was much higher in patients with the highest quartile of TyG index (OR = 5.12, 95% CI = 2.85-9.22), compared with the lowest quartile group. Restricted cubic spline (RCS) analysis showed a significant dose-response relationship between TyG index and risk of NAFLD (p for non-linearity < 0.001). A combination of TyG, neck circumference and ESS score presented the acceptable AUC for the detection of NAFLD in snoring patients (0.746, 95% CI 0.701-0.790, p < 0.001). CONCLUSION The TyG index was a risk factor of NAFLD in snoring patients. A combination of TyG, neck circumferences and ESS score could act as a convenient and effective indicator for screening NAFLD in snoring patients.
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Affiliation(s)
- Yuqing Cai
- Department of Respiratory and Critical Care Medicine, Respiratory Disease Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Respiratory and Critical Care Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Jia Chen
- Department of Respiratory and Critical Care Medicine, Respiratory Disease Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Respiratory and Critical Care Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Xiaoyu Deng
- Department of Respiratory and Critical Care Medicine, Respiratory Disease Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Respiratory and Critical Care Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Biying Wang
- Department of Respiratory and Critical Care Medicine, Respiratory Disease Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Respiratory and Critical Care Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Jiefeng Huang
- Department of Respiratory and Critical Care Medicine, Respiratory Disease Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Respiratory and Critical Care Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Ningfang Lian
- Department of Respiratory and Critical Care Medicine, Respiratory Disease Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Respiratory and Critical Care Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Ningfang Lian
- Department of Respiratory and Critical Care Medicine, Respiratory Disease Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China.
- Department of Respiratory and Critical Care Medicine, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China.
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Yang J, Liu C, Zhao S, Wang L, Wu G, Zhao Z, Li C. The association between the triglyceride-glucose index and sarcopenia: data from the NHANES 2011-2018. Lipids Health Dis 2024; 23:219. [PMID: 39030624 PMCID: PMC11264742 DOI: 10.1186/s12944-024-02201-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Accepted: 06/28/2024] [Indexed: 07/21/2024] Open
Abstract
BACKGROUND The Triglyceride-glucose (TyG) index is a marker of insulin resistance, but its role in sarcopenia is controversial. The purpose of this study was to investigate the association of the TyG index with sarcopenia. METHODS 4030 participants aged 20 years and above were selected from National Health and Nutrition Examination Survey for cross sectional study. Weighted logistic regression model was used to estimate the association between TyG index and sarcopenia. Threshold effect analysis and restricted cubic spline were employed to describe nonlinear link, with interaction tests and subgroup analyses performed. RESULTS It was found in the fully adjusted model that the TyG index was positively associated with sarcopenia (per 1-unit increase in the TyG index: OR = 1.31, 95%CI: 1.07, 1.60). This association was further highlighted in groups characterized by the absence of MetS or diabetes, as well as the absence of vigorous or moderate work activity. Furthermore, analysis of the curve fitting and threshold effects indicated a nonlinear relationship, which exhibited a turning point at 9.14. CONCLUSION The study results indicated that the TyG index was positively associated with sarcopenia. Enhancing the management of insulin resistance could help reduce the risk of developing sarcopenia.
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Affiliation(s)
- Jiju Yang
- Beijing University of Chinese Medicine, Beijing, China
| | - Cong Liu
- Beijing University of Chinese Medicine, Beijing, China
| | - Sihao Zhao
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China
| | - Lixiang Wang
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China
| | - Guanwei Wu
- Beijing University of Chinese Medicine, Beijing, China
| | - Ziyi Zhao
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China.
| | - Chungen Li
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China.
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Yetim A, Şahin M, Kandemir İ, Bulakçı B, Aksakal MT, Karapınar E, Sever H, Baş F. Evaluation of the ability of insulin resistance and lipid-related indices to predict the presence of NAFLD in obese adolescents. Lipids Health Dis 2024; 23:208. [PMID: 38956572 PMCID: PMC11218074 DOI: 10.1186/s12944-024-02144-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 05/13/2024] [Indexed: 07/04/2024] Open
Abstract
BACKGROUND Nonalcoholic fatty liver disease (NAFLD) has become an important health issue in adolescents. Although several parameters and indices have been investigated for the evaluation of NAFLD in adults, these indices are limited in adolescents. In this study, body mass index, waist circumference, triponderal mass index, HbA1c, homeostatic model assessment insulin resistance (HOMA-IR), triglyceride/high-density lipoprotein (Tg/HDL), the lipid accumulation product (LAP) index, the triglyceride-glucose (TyG) index and the aminotransferase (AT) index were examined together, and their diagnostic values in the clinical treatment of NAFLD were compared. MATERIALS AND METHODS Seventynine adolescents (10-19 years old) with obesity who were admitted to a pediatric clinic between January and August 2022 and who were diagnosed with exogenous obesity without any comorbidities were included in the study. The presence of NAFLD was evaluated by liver magnetic resonance imaging. The laboratory findings were obtained retrospectively from system records. Parameters were compared between the NAFLD (+) and NAFLD (-) groups. Logistic regression analysis was used to determine the most effective factors for NAFLD treatment. Receiver operating characteristic (ROC) analysis was performed with significant indices. Sex, HOMA-IR, TyG and AT indices were evaluated together with multivariate analysis to design a diagnostic scale. RESULTS HbA1c, HOMA-IR, AT indices and TyG indices were greater in the NAFLD (+) group (P = 0.012; P = 0.001; P = 0.012; P = 0.002, respectively). There was a positive correlation between liver fat percentage and HOMA-IR, the TyG index, the AT index, and Tg/HDL. According to the regression analysis, male sex and elevated HOMA-IR were determined to be significant risk factors for the presence of NAFLD. A probability scale with 4 parameters [sex, HOMA-IR, the TyG index, and alanine aminotransferase (ALT)] was designed with 82.5% specificity and 80% sensitivity. CONCLUSION Evaluation of the HOMA-IR and TyG indices, especially in high-risk patients, will support the diagnosis of NAFLD via ultrasonography. A probability scale with ALT, HOMA-IR, TyG, and sex data with a diagnostic accuracy of 80% may aid in the diagnosis of NAFLD in adolescents with obesity.
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Affiliation(s)
- Aylin Yetim
- Division of Adolescent Medicine, Department of Pediatrics, Faculty of Medicine, Istanbul University Istanbul, Istanbul, Turkey
- Adolescent Health PhD Program, Institute of Graduate Studies in Health Sciences, Istanbul University, Istanbul, Turkey
| | - Memduh Şahin
- Department of Gastroenterology, University of Health Sciences, Başakşehir Çam and Sakura City Hospital, Başakşehir, İstanbul, Turkey.
| | - İbrahim Kandemir
- Department of Pediatrics, Biruni University Faculty of Medicine, Istanbul, Turkey
| | - Betül Bulakçı
- Department of Family Medicine, Istanbul Prof. Dr. Cemil Tascioglu City Hospital, Istanbul, Turkey
| | - Melike Tuğrul Aksakal
- Division of Adolescent Medicine, Department of Pediatrics, Faculty of Medicine, Istanbul University Istanbul, Istanbul, Turkey
- Adolescent Health PhD Program, Institute of Graduate Studies in Health Sciences, Istanbul University, Istanbul, Turkey
| | - Edanur Karapınar
- Department of Radiology, Istanbul University Istanbul Faculty of Medicine, Istanbul, Turkey
| | - Hayrettin Sever
- Department of Gastroenterology, University of Health Sciences, Başakşehir Çam and Sakura City Hospital, Başakşehir, İstanbul, Turkey
| | - Firdevs Baş
- Division of Adolescent Medicine, Department of Pediatrics, Faculty of Medicine, Istanbul University Istanbul, Istanbul, Turkey
- Adolescent Health PhD Program, Institute of Graduate Studies in Health Sciences, Istanbul University, Istanbul, Turkey
- Department of Pediatric Endocrinology, Istanbul University Istanbul Faculty of Medicine, Istanbul, Turkey
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Karaaslan H, Inan H, Turkmen AT, Altintas I, Uyar N, Eren MA. Comparison of triglyceride-glucose index and anthropometric obesity indices in predicting severe grades of hepatic steatosis in nonalcoholic fatty liver disease among non-diabetic obese individuals. HEPATOLOGY FORUM 2024; 5:113-119. [PMID: 39006142 PMCID: PMC11237241 DOI: 10.14744/hf.2023.2023.0049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 09/09/2023] [Accepted: 11/27/2023] [Indexed: 07/16/2024]
Abstract
Background and Aim The triglyceride glucose index (TyG) has been proposed as a promising indicator of both insulin resistance (IR) and non-alcoholic fatty liver disease (NAFLD). However, the efficacy of the TyG index in predicting NAFLD has not been adequately studied, particularly in obese individuals. Materials and Methods We analyzed 190 morbidly obese individuals. The TyG index, anthropometric obesity indices, homeostatic model assessment (HOMA-IR), and biochemical parameters were compared. NAFLD was diagnosed by hepatic ultrasonography and classified into four grades (0, 1, 2, and 3). Individuals in grades 2 and 3 are considered to have severe steatosis, while those in grades 0 and 1 do not. Results The area under the curve (AUC) values of the TyG index, body mass index, neck circumferences, waist-to-hip ratio, and HOMA-IR did not differ significantly in predicting severe steatosis (0.640, 0.742, 0.725, 0.620, and 0.624 respectively). However, the AUC values of waist circumference and alanine aminotransferase provided better predictions than the TyG index (0.782, 0.744, and 0.640 respectively). Conclusion The TyG index is highly effective in predicting both the presence and severity of NAFLD. However, it did not outperform simple obesity indices in predicting NAFLD and its severity in obese patients.
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Affiliation(s)
- Huseyin Karaaslan
- Department of Endocrinology, Harran University School of Medicine, Sanliurfa, Turkiye
| | - Hasan Inan
- Department of Internal Medicine, Harran University School of Medicine, Sanliurfa, Turkiye
| | - Alper Tunga Turkmen
- Department of Radiology, Harran University School of Medicine, Sanliurfa, Turkiye
| | - Ismail Altintas
- Department of Internal Medicine, Harran University School of Medicine, Sanliurfa, Turkiye
| | - Nida Uyar
- Department of Endocrinology, Harran University School of Medicine, Sanliurfa, Turkiye
| | - Mehmet Ali Eren
- Department of Endocrinology, Harran University School of Medicine, Sanliurfa, Turkiye
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Wang H, Chen G, Sun D, Ma Y. The threshold effect of triglyceride glucose index on diabetic kidney disease risk in patients with type 2 diabetes: unveiling a non-linear association. Front Endocrinol (Lausanne) 2024; 15:1411486. [PMID: 38938513 PMCID: PMC11208310 DOI: 10.3389/fendo.2024.1411486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 05/28/2024] [Indexed: 06/29/2024] Open
Abstract
Background Previous studies have confirmed that the triglyceride glucose (TyG) index, recognized as a reliable marker of insulin resistance, is an important risk factor for diabetic kidney disease (DKD). However, it is still unclear whether the DKD risk continues to increase linearly with the elevation of TyG index. This study aimed to thoroughly investigated the intrinsic relationship between TyG index and DKD risk in type 2 diabetes (T2D). Methods This cross-sectional study included 933 patients with T2D in China, who were categorized into DKD and non-DKD groups and stratified by TyG index levels. Logistic regression analysis identified the independent risk factors for DKD. The association between DKD risk and TyG index was evaluated using the restricted cubic spline (RCS) curves analysis. The R package 'CatPredi' was utilized to determine the optimal cut-off point for the relationship between DKD risk and TyG index, followed by threshold effect analysis. Results The prevalence of DKD was 33.01%. After adjusting for confounding factors, TyG index was identified as a prominent clinical risk factor for DKD, showing the highest odds ratio (OR 1.57 (1.26 - 1.94), P<0.001). RCS analysis revealed a non-linear relationship with a threshold interval effect between the TyG index and DKD risk. When TyG index ≤ 9.35, DKD risk plateaued at a low level; however, when TyG index > 9.35, DKD risk increased gradually with rising TyG index. Among patients with TyG index > 9.35, each 1-unit increase was associated with a 1.94-fold increased DKD risk (OR=1.94 (1.10 - 3.43), P=0.022). Conclusion The DKD risk presented a threshold effect with the increase of TyG index, initially stable at a low level, and then gradually rising when the TyG index is above 9.35.
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Affiliation(s)
- Huabin Wang
- Department of Clinical Laboratory, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang, China
| | - Guangming Chen
- Department of General Practice, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
| | - Dongmei Sun
- Department of Clinical Laboratory, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang, China
| | - Yongjun Ma
- Department of Clinical Laboratory, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang, China
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Min Y, Wei X, Wei Z, Song G, Zhao X, Lei Y. Prognostic effect of triglyceride glucose-related parameters on all-cause and cardiovascular mortality in the United States adults with metabolic dysfunction-associated steatotic liver disease. Cardiovasc Diabetol 2024; 23:188. [PMID: 38824550 PMCID: PMC11144336 DOI: 10.1186/s12933-024-02287-y] [Citation(s) in RCA: 25] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 05/24/2024] [Indexed: 06/03/2024] Open
Abstract
BACKGROUNDS Insulin resistance (IR) plays a vital role in the pathogenesis of the metabolic dysfunction-associated steatotic liver disease (MASLD). However, it remains unclear whether triglyceride-glucose (TyG) related parameters, which serve as useful biomarkers to assess IR, have prognostic effects on mortality outcomes of MASLD. METHODS Participants in the National Health and Nutrition Examination Survey (NHANES) database from 1999 to 2018 years were included. TyG and its related parameters [TyG-waist circumference (TyG-WC) and TyG-waist to height ratio (TyG-WHtR)] were calculated. Kaplan-Meier curves, Cox regression analysis, and restricted cubic splines (RCS) were conducted to evaluate the association between TyG-related indices with the all-cause and cardiovascular mortality of adults with MASLD. The concordance index (C-index) was used to evaluate the prediction accuracy of TyG-related indices. RESULTS A total of 8208 adults (4209 men and 3999 women, median age 49.00 years) with MASLD were included in this study. Multivariate-adjusted Cox regression analysis revealed that high quartile levels of TyG-related indices were significantly associated with the all-cause mortality of participants with MASLD [TyGadjusted hazard ratio (aHR) = 1.25, 95% confidence interval (CI) 1.05-1.50, P = 0.014; TyG-WCaHR for all-cause mortality = 1.28, 95% CI 1.07-1.52, P = 0.006; TyG-WHtRaHR for all-cause mortality = 1.50, 95% CI 1.25-1.80, P < 0.001; TyG-WCaHR for cardiovascular mortality = 1.81, 95% CI 1.28-2.55, P = 0.001; TyG-WHtRaHR for cardiovascular mortality = 2.22, 95% CI 1.55-3.17, P < 0.001]. The C-index of TyG-related indices for predicting all-cause mortality was 0.563 for the TyG index, 0.579 for the TyG-WC index, and 0.585 for the TyG-WHtR index, respectively. Regarding cardiovascular mortality, the C-index was 0.561 for the TyG index, 0.607 for the TyG-WC index, and 0.615 for the TyG-WHtR index, respectively. Nonlinear trends were observed between TyG and TyG-WC indices with all-cause mortality of MASLD (P < 0.001 and = 0.012, respectively). A non-linear relationship was observed between the TyG index and cardiovascular mortality of MASLD (P = 0.025). Subgroup analysis suggested that adults aged < 65 years old and those without comorbidities were more sensitive to the mortality prediction of TyG-related indices. CONCLUSION Findings of this study highlight the predictive value of TyG-related indices, especially the TyG-WHtR index, in the mortality outcomes of adults with MASLD. TyG-related indices would be surrogate biomarkers for the clinical management of MASLD.
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Affiliation(s)
- Yu Min
- Department of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Xiaoyuan Wei
- Department of Head and Neck Oncology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Zhigong Wei
- Department of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Ge Song
- Department of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Xin Zhao
- Department of Urology, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, People's Republic of China.
- Sichuan Clinical Research Center for Nephropathy, Luzhou, 646000, Sichuan, People's Republic of China.
| | - Yi Lei
- Department of Endocrinology and Metabolism, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, Sichuan, People's Republic of China.
- Sichuan Clinical Research Center for Nephropathy, Luzhou, 646000, Sichuan, People's Republic of China.
- Metabolic Vascular Disease Key Laboratory of Sichuan Province, Luzhou, 646000, Sichuan, People's Republic of China.
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Wu Z, Huang K, Bao S, Zhang X, Li J, Kong W, Shi Y, Xie Y. The association of triglyceride-glucose-waist circumference with metabolic associated fatty liver disease and the severity of liver steatosis and fibrosis in American adults: a population-based study. Scand J Gastroenterol 2024; 59:561-569. [PMID: 38235548 DOI: 10.1080/00365521.2024.2305268] [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: 07/31/2023] [Revised: 12/28/2023] [Accepted: 01/08/2024] [Indexed: 01/19/2024]
Abstract
BACKGROUND The global obesity pandemic has led to an alarming rise in the prevalence of metabolic-associated fatty liver disease (MAFLD), making it a substantial clinical and economic burden on society. Early detection and effective treatment of MAFLD are imperative to mitigate its impact. METHODS This cross-sectional study was conducted involving 4634 adults from the National Health and Nutrition Examination Surveys (NHANES) 2017-2018 cycle. Transient elastography (TE) was used to diagnose MAFLD and assess the extent of liver steatosis and fibrosis. Multivariate logistic regression models were utilized to examine the association between the triglyceride and glucose index-waist circumference (TyG-WC) and the risk of MAFLD, liver fibrosis, and steatosis. RESULTS A positive association between TyG-WC and MAFLD persisted across all three models: model1: OR = 8.44, 95% CI: 6.85-10.38 (unadjusted), model2: OR = 8.28, 95% CI: 6.53-10.50 (partially adjusted), and model3: OR = 7.98, 95% CI: 4.11-15.46 (fully adjusted). Further investigation through interaction and stratified analysis revealed that this association was more pronounced in the non-obese and Non-Hispanic White persons groups. Moreover, a non-linear relationship analysis unveiled threshold and saturation effects between TyG-WC and MAFLD. Specifically, a TyG-WC value of approximately 600 may represent the threshold effect for MAFLD risk, while 1200 may signify the saturation effect of MAFLD risk. Finally, a robust correlation between TyG-WC and the severity of liver steatosis and fibrosis was found. CONCLUSIONS The findings suggest that the TyG-WC index exhibits excellent predictive value for MAFLD in the general American population.
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Affiliation(s)
- Zhouxiao Wu
- Health Science Center, Ningbo University, Ningbo, Zhejiang, China
- Department of Infectious Diseases, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
- Department of Hepatology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Kai Huang
- Department of General Medicine, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Sizeng Bao
- Department of Nephrology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Xiangyu Zhang
- Department of Nephrology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Jingwen Li
- Department of Infectious Diseases, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
- Department of Hepatology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Weiliang Kong
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Yanmei Shi
- Department of Infectious Diseases, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
- Department of Hepatology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
| | - Yilian Xie
- Department of Infectious Diseases, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
- Department of Hepatology, The First Affiliated Hospital of Ningbo University, Ningbo, Zhejiang, China
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Mijangos-Trejo A, Gómez-Mendoza R, Ramos-Ostos MH, Castro-Narro G, Uribe M, Juárez-Hernández E, López-Méndez I. Diagnostic Accuracy of the Triglyceride-Glucose Index (TyG), TyG Body Mass Index, and TyG Waist Circumference Index for Liver Steatosis Detection. Diagnostics (Basel) 2024; 14:762. [PMID: 38611675 PMCID: PMC11011440 DOI: 10.3390/diagnostics14070762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 03/28/2024] [Accepted: 03/31/2024] [Indexed: 04/14/2024] Open
Abstract
BACKGROUND The triglyceride-glucose index (TyG) and a combination of body mass index (BMI) and waist circumference (WC) have been proposed as predictive scores for liver steatosis (LS). The aim of this study was to determine the diagnostic accuracy of these indices compared with controlled attenuation parameters (CAPs) and other predictive scores of LS. METHODS A retrospective analysis of patients who attended a check-up unit in 2021 was performed. LS was determined by CAP. Anthropometric and biochemical parameters for calculating TyG, TyG-BMI, TyG-WC, fatty liver index, and hepatic steatosis index were obtained. ROC curve was used to establish the best cut-off point of each TyG index for LS detection. The accuracy was determined for all patients, as well as for overweight and diabetic patients. RESULTS Medical records of 855 patients with a median age of 48 [IQR, 44-54] years and a BMI of 25.7 [IQR 23.4-28.1] kg/m2 were included. According to CAP, LS prevalence was 31.8% (n = 272). TyG-BMI and TyG-WC show better AUCs compared with CAP (0.82, 0.81), FLI (0.96, both), and HSI (0.93, 0.85). For diabetic patients, TyG-WC shows an AUC of 0.70. Meanwhile, TyG-BMI shows better accuracy (0.75) compared with CAP. CONCLUSIONS TyG-BMI and TyG-WC showed a superior predictive accuracy for detecting LS compared with the TyG index.
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Affiliation(s)
- Alejandra Mijangos-Trejo
- Gastroenterology and Obesity Unit, Medica Sur Clinic & Foundation, Mexico City 14050, Mexico; (A.M.-T.); (R.G.-M.); (M.U.)
| | - Raúl Gómez-Mendoza
- Gastroenterology and Obesity Unit, Medica Sur Clinic & Foundation, Mexico City 14050, Mexico; (A.M.-T.); (R.G.-M.); (M.U.)
| | | | - Graciela Castro-Narro
- Transplants and Hepatology Unit, Medica Sur Clinic & Foundation, Mexico City 14050, Mexico;
| | - Misael Uribe
- Gastroenterology and Obesity Unit, Medica Sur Clinic & Foundation, Mexico City 14050, Mexico; (A.M.-T.); (R.G.-M.); (M.U.)
| | - Eva Juárez-Hernández
- Translational Research Unit, Medica Sur Clinic & Foundation, Mexico City 14050, Mexico
| | - Iván López-Méndez
- Transplants and Hepatology Unit, Medica Sur Clinic & Foundation, Mexico City 14050, Mexico;
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Huang Q, Tan X, Wu Q, Zhao H, Chen H, Yu X, Wang J, Huang X, Huang Y, Wei J, Wu F, Zhu H, Wang L. Lipid accumulation product is a valid predictor of hepatic steatosis and nonalcoholic fatty liver disease. Biomark Med 2024; 18:123-135. [PMID: 38456353 DOI: 10.2217/bmm-2023-0725] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2024] Open
Abstract
Aims: To evaluate and compare lipid accumulation product (LAP) with alanine aminotransferase (ALT), aspartate aminotransferase (AST), visceral adiposity index (VAI) and triglyceride-glucose index (TyG) as biomarkers for hepatic steatosis and nonalcoholic fatty liver disease (NAFLD). Methods: LAP, ALT, AST, VAI and TyG were measured in 52 biopsy-proven NAFLD patients and 21 control subjects. Additionally, LAP was also measured in 448 ultrasound-proven NAFLD patients and 1009 control subjects. Results: LAP was positively associated with hepatic steatosis and inflammation in biopsy-proven NAFLD. The risk of NAFLD was positively related to LAP and TyG, but LAP showed a better area under the receiver operating characteristic curve for hepatic steatosis and NAFLD. LAP also performed well in recognizing ultrasound-proven NAFLD. Conclusion: LAP is an ideal biomarker of hepatic steatosis and NAFLD.
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Affiliation(s)
- Qiaoli Huang
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Xuying Tan
- Department of Children Healthcare, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, 510623, People's Republic of China
| | - Qiongmei Wu
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Hanqing Zhao
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Hangjun Chen
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Xinxue Yu
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Jinting Wang
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Xueyi Huang
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Yurong Huang
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Jun Wei
- Department of Science & Technology, Guangzhou Customs, Guangzhou, 510623, People's Republic of China
| | - Feng Wu
- Department of Science & Technology, Guangzhou Customs, Guangzhou, 510623, People's Republic of China
| | - Huilian Zhu
- Department of Nutrition, School of Public Health, Sun Yat-Sen University, Guangzhou, 510080, People's Re-public of China
| | - Lijun Wang
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
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Liu L, Lin J, Liu L, Gao J, Xu G, Yin M, Liu X, Wu A, Zhu J. Automated machine learning models for nonalcoholic fatty liver disease assessed by controlled attenuation parameter from the NHANES 2017-2020. Digit Health 2024; 10:20552076241272535. [PMID: 39119551 PMCID: PMC11307367 DOI: 10.1177/20552076241272535] [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: 12/18/2023] [Accepted: 07/09/2024] [Indexed: 08/10/2024] Open
Abstract
Background Nonalcoholic fatty liver disease (NAFLD) is recognized as one of the most common chronic liver diseases worldwide. This study aims to assess the efficacy of automated machine learning (AutoML) in the identification of NAFLD using a population-based cross-sectional database. Methods All data, including laboratory examinations, anthropometric measurements, and demographic variables, were obtained from the National Health and Nutrition Examination Survey (NHANES). NAFLD was defined by controlled attenuation parameter (CAP) in liver transient ultrasound elastography. The least absolute shrinkage and selection operator (LASSO) regression analysis was employed for feature selection. Six algorithms were utilized on the H2O-automated machine learning platform: Gradient Boosting Machine (GBM), Distributed Random Forest (DRF), Extremely Randomized Trees (XRT), Generalized Linear Model (GLM), eXtreme Gradient Boosting (XGBoost), and Deep Learning (DL). These algorithms were selected for their diverse strengths, including their ability to handle complex, non-linear relationships, provide high predictive accuracy, and ensure interpretability. The models were evaluated by area under receiver operating characteristic curves (AUC) and interpreted by the calibration curve, the decision curve analysis, variable importance plot, SHapley Additive exPlanation plot, partial dependence plots, and local interpretable model agnostic explanation plot. Results A total of 4177 participants (non-NAFLD 3167 vs NAFLD 1010) were included to develop and validate the AutoML models. The model developed by XGBoost performed better than other models in AutoML, achieving an AUC of 0.859, an accuracy of 0.795, a sensitivity of 0.773, and a specificity of 0.802 on the validation set. Conclusions We developed an XGBoost model to better evaluate the presence of NAFLD. Based on the XGBoost model, we created an R Shiny web-based application named Shiny NAFLD (http://39.101.122.171:3838/App2/). This application demonstrates the potential of AutoML in clinical research and practice, offering a promising tool for the real-world identification of NAFLD.
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Affiliation(s)
- Lihe Liu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jiaxi Lin
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Lu Liu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jingwen Gao
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Guoting Xu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Minyue Yin
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Xiaolin Liu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Airong Wu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jinzhou Zhu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
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Shu Y, Huang G, Mao Y. The Metabolic Score for Insulin Resistance Index is Superior to the Triglyceride and Glucose Index in Identifying Nonalcoholic Fatty Liver Disease in Hyperuricemia Subjects. Diabetes Metab Syndr Obes 2023; 16:4235-4246. [PMID: 38169634 PMCID: PMC10758352 DOI: 10.2147/dmso.s438975] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 12/13/2023] [Indexed: 01/05/2024] Open
Abstract
Purpose Hyperuricemia (HUA) is a recognized risk factor for non-alcoholic fatty liver disease (NAFLD). Early diagnosis and the identification of predictive factors are important for the HUA population. This study aimed to investigate the potential relationship between the metabolic score for insulin resistance (METS-IR) index and the triglyceride and glucose (TyG) index with NAFLD in individuals with HUA. Patients and Methods A total of 5537 HUA participants were included in the study. Hepatic ultrasonography was conducted following the latest diagnostic criteria to diagnose NAFLD. The relationship between the TyG and METS-IR index and NAFLD was evaluated by multivariable logistic regression analysis and restricted cubic spline model (RCS). In addition, the area under the curve (AUC), positive likelihood ratio, and negative likelihood ratio were explored to compare the predictive value of IR surrogates for NAFLD with HUA. The AUCs of the two indicators were compared using the DeLong test. Results Multivariable logistic regression analysis revealed that elevated TyG (OR = 2.285, 95% CI: 1.525, 3.428) and METS-IR (OR = 1.242, 95% CI: 1.219, 1.266) indices significantly increase the risk of NAFLD. Meanwhile, the RCS analysis revealed a -log-shaped nonlinear relationship between NAFLD risk and the METS-IR index (P non-linear < 0.001), contrasting with the linear association observed with the TyG index (P non-linear = 0.763). Notably, the risk of NAFLD demonstrated a significant escalation when the METS-IR index exceeded the threshold of 39.208 (OR=1). Compared to the TyG index (AUC = 0.734, 95% CI: 0.721~0.748), the METS-IR index (AUC = 0.821, 95% CI: 0.810~0.832) demonstrated superior predictive value for NAFLD in individuals with HUA according to the DeLong test. Conclusion In the HUA population, the METS-IR index has a higher predictive value for NAFLD than the TyG index, contributing to early diagnosis and disease prevention.
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Affiliation(s)
- Yimeng Shu
- Department of Endocrinology, The First Affiliated Hospital of Ningbo University, Ningbo, People’s Republic of China
- Health Science Center, Ningbo University, Ningbo, People’s Republic of China
| | - Guoqing Huang
- Department of Endocrinology, The First Affiliated Hospital of Ningbo University, Ningbo, People’s Republic of China
- Health Science Center, Ningbo University, Ningbo, People’s Republic of China
| | - Yushan Mao
- Department of Endocrinology, The First Affiliated Hospital of Ningbo University, Ningbo, People’s Republic of China
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Eroğlu İ, Iremli BG, Idilman IS, Yuce D, Lay I, Akata D, Erbas T. Nonalcoholic Fatty Liver Disease, Liver Fibrosis, and Utility of Noninvasive Scores in Patients With Acromegaly. J Clin Endocrinol Metab 2023; 109:e119-e129. [PMID: 37590020 PMCID: PMC10735300 DOI: 10.1210/clinem/dgad490] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 05/19/2023] [Accepted: 08/16/2023] [Indexed: 08/18/2023]
Abstract
CONTEXT Nonalcoholic fatty liver disease (NAFLD) is a metabolical disorder and can lead to liver fibrosis. Because it is commonly seen, several noninvasive scores (NS) have been validated to identify high-risk patients. Patients with NAFLD have been shown to have higher serum angiopoietin-like protein-8 (ANGPTL-8) levels. OBJECTIVE The risk of NAFLD is known insufficiently in acromegaly. Moreover, the utility of the NS and the link between NAFLD and ANGPTL-8 in acromegaly is unknown. METHODS Thirty-two patients with acromegaly (n = 15, active [AA] and n = 17, controlled acromegaly [CA]) and 19 healthy controls were included. Magnetic resonance imaging (MRI)-proton density fat fraction (PDFF) was used to evaluate hepatic steatosis, and magnetic resonance elastography to evaluate liver stiffness measurement. ANGPTL-8 levels were measured with ELISA. RESULTS Median liver MRI-PDFF and NAFLD prevalence in AA were lower than in CA (P = .026 and P < .001, respectively). Median magnetic resonance elastography-liver stiffness measurement were similar across groups. Of the NS, visceral adiposity index, fatty liver index, hepatic steatosis index, and triglyceride-glucose index (TyG) all showed positive correlation with the liver MRI-PDFF in the control group. However, only TyG significantly correlated with liver fat in the AA and CA groups. There was no correlation between traditional NAFLD risk factors (body mass index, waist circumference, C-reactive protein, homeostasis model assessment for insulin resistance, visceral adipose tissue) and liver MRI-PDFF in the AA and CA. Patients with acromegaly with NAFLD had lower GH, IGF-1, and ANGPTL-8 levels than in those without NAFLD (P = .025, P = .011, and P = .036, respectively). CONCLUSION Active acromegaly may protect from NAFLD because of high GH. In patients with acromegaly, NAFLD risk cannot be explained with classical risk factors; hence, additional risk factors must be identified. TyG is the best score to evaluate NAFLD risk. Lower ANGPTL-8 in patients with acromegaly and NAFLD implies this hormone may be raised because of insulin resistance rather than being a cause for NAFLD.
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Affiliation(s)
- İmdat Eroğlu
- Department of Internal Medicine, Hacettepe University, School of Medicine, 06230, Ankara, Turkey
| | - Burcin Gonul Iremli
- Department of Internal Medicine, Hacettepe University, School of Medicine, 06230, Ankara, Turkey
- Department of Endocrinology and Metabolism, Hacettepe University, School of Medicine, 06230, Ankara, Turkey
| | - Ilkay S Idilman
- Department of Radiology, Hacettepe University, School of Medicine, 06230, Ankara, Turkey
| | - Deniz Yuce
- Department of Preventive Oncology, Hacettepe University, School of Medicine, 06230, Ankara, Turkey
| | - Incilay Lay
- Department of Biochemistry, Hacettepe University, School of Medicine, 06230, Ankara, Turkey
| | - Deniz Akata
- Department of Radiology, Hacettepe University, School of Medicine, 06230, Ankara, Turkey
| | - Tomris Erbas
- Department of Internal Medicine, Hacettepe University, School of Medicine, 06230, Ankara, Turkey
- Department of Endocrinology and Metabolism, Hacettepe University, School of Medicine, 06230, Ankara, Turkey
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50
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Arias-de la Rosa I, Ruiz-Ponce M, Cuesta-López L, Pérez-Sánchez C, Leiva-Cepas F, Gahete MD, Navarro P, Ortega R, Cordoba J, Pérez-Pampin E, González A, Lucendo AJ, Collantes-Estévez E, López-Pedrera C, Escudero-Contreras A, Barbarroja N. Clinical features and immune mechanisms directly linked to the altered liver function in patients with rheumatoid arthritis. Eur J Intern Med 2023; 118:49-58. [PMID: 37544847 DOI: 10.1016/j.ejim.2023.08.002] [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: 05/18/2023] [Revised: 07/28/2023] [Accepted: 08/01/2023] [Indexed: 08/08/2023]
Abstract
BACKGROUND The aim of this study was to explore the impact of arthritis on liver function using different approaches in vivo and in vitro. METHODS A cross-sectional study was performed on 330 non-obese/non-T2DM subjects: 180 RA patients, 50 NAFLD non-RA patients, and 100 healthy donors (HDs). A longitudinal study was conducted on 50 RA patients treated with methotrexate for six months. Clinical and laboratory parameters and markers of liver disease were collected. Mechanistic studies were carried out in both the CIA mouse model and hepatocytes treated with anti-citrullinated protein antibodies (ACPAs). RESULTS RA patients have an increased risk of suffering from liver disease independent of obesity or T2DM. This risk was associated with factors such as insulin resistance, autoantibodies, inflammation, and component C3. Methotrexate treatment for six months was associated with liver abnormalities in those newly-diagnosed patients having CV risk factors. ACPAs induced a defective hepatocyte function, promoting IR and inflammation. The induction of arthritis in mice caused the infiltration of immune cells in the liver and increased inflammatory, apoptotic, and fibrotic processes. CONCLUSION RA patients may experience mild to moderate liver inflammation due to the infiltration of T, B cells, and macrophages, and the action of ACPAs. This is independent of obesity or diabetes and linked to systemic inflammation, and disease activity levels. The negative effects of methotrexate on liver function could be restricted to the concomitant presence of cardiovascular risk factors.
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Affiliation(s)
- I Arias-de la Rosa
- Rheumatology service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)/ /University of Cordoba/ Reina Sofia University Hospital, Córdoba, Spain.
| | - M Ruiz-Ponce
- Rheumatology service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)/ /University of Cordoba/ Reina Sofia University Hospital, Córdoba, Spain
| | - L Cuesta-López
- Rheumatology service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)/ /University of Cordoba/ Reina Sofia University Hospital, Córdoba, Spain
| | - C Pérez-Sánchez
- Rheumatology service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)/ /University of Cordoba/ Reina Sofia University Hospital, Córdoba, Spain
| | - F Leiva-Cepas
- Deparment of Pathology, Reina Sofia University Hospital, Cordoba, Spain; Department of Morphological Sciences, Section of Histology, Faculty of Medicine and Nursing, Cordoba, Spain
| | - M D Gahete
- Department of Cell Biology, Physiology, and Immunology, Maimonides Institute of Biomedical Research of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Córdoba, CIBERobn, Cordoba, Spain
| | - P Navarro
- Department of Gastroenterology. Hospital General de Tomelloso, Spain; Instituto de Investigación Sanitaria de Castilla-La Mancha (IDISCAM), Spain
| | - R Ortega
- Rheumatology service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)/ /University of Cordoba/ Reina Sofia University Hospital, Córdoba, Spain
| | - J Cordoba
- Department of Medicine, Division of Endocrinology, Diabetes, and Metabolism, University of Illinois at Chicago, Chicago, IL, USA
| | - E Pérez-Pampin
- Experimental and Observational Rheumatology and Rheumatology Unit, Instituto de Investigación Sanitaria - Hospital Clínico Universitario de Santiago (IDIS), Santiago de Compostela, Galicia, Spain
| | - A González
- Experimental and Observational Rheumatology and Rheumatology Unit, Instituto de Investigación Sanitaria - Hospital Clínico Universitario de Santiago (IDIS), Santiago de Compostela, Galicia, Spain
| | - A J Lucendo
- Department of Gastroenterology. Hospital General de Tomelloso, Spain; Instituto de Investigación Sanitaria de Castilla-La Mancha (IDISCAM), Spain; Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
| | - E Collantes-Estévez
- Rheumatology service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)/ /University of Cordoba/ Reina Sofia University Hospital, Córdoba, Spain
| | - Ch López-Pedrera
- Rheumatology service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)/ /University of Cordoba/ Reina Sofia University Hospital, Córdoba, Spain
| | - A Escudero-Contreras
- Rheumatology service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)/ /University of Cordoba/ Reina Sofia University Hospital, Córdoba, Spain
| | - N Barbarroja
- Rheumatology service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)/ /University of Cordoba/ Reina Sofia University Hospital, Córdoba, Spain.
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