1
|
Yang YX, Xiang JC, Ye GC, Luo KD, Wang SG, Xia QD. Association of insulin resistance indices with kidney stones and their recurrence in a non-diabetic population: an analysis based on NHANES data from 2007-2018. Ren Fail 2025; 47:2490203. [PMID: 40275575 PMCID: PMC12035944 DOI: 10.1080/0886022x.2025.2490203] [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] [Subscribe] [Scholar Register] [Received: 01/20/2025] [Revised: 03/06/2025] [Accepted: 04/01/2025] [Indexed: 04/26/2025] Open
Abstract
OBJECTIVE To systematically evaluate the association between insulin resistance indices and the risk of kidney stones and their recurrence in U.S. non-diabetic individuals, while identifying predictive indicators. MATERIALS AND METHODS This cross-sectional study analyzed data from the 2007-2018 NHANES. Five IR indices were calculated. Weighted logistic regression, restricted cubic spline, and mediation analyses were used to assess the independent associations between these indices and the risk of kidney stones and recurrence in non-diabetic individuals. RESULT This study of 9,605 non-diabetic participants showed an overall kidney stones incidence of 8.63% and a recurrence rate of 2.70%. Weighted logistic regression and RCS analyses revealed significant positive associations between METs-IR, HOMA-IR, TyG-BMI, and the risk of kidney stones and their recurrence. Every unit increase in METs-IR was linked to a 2% rise in the incidence of kidney stones (95% CI: 1.014-1.027, p < 0.001) and a 3.3% rise in recurrence (95% CI: 1.018-1.048, p < 0.001); each unit increase in HOMA-IR raised incidence by 5% (95% CI: 1.025-1.078, p < 0.001) and recurrence by 7.9% (95% CI: 1.041-1.118, p < 0.001). Adjusting for confounders shifted these relationships from nonlinear to linear (p > 0.05). METs-IR demonstrated the strongest diagnostic accuracy for predicting recurrence, with uric acid and vitamin D mediating associations between IR indices and the risk of kidney stones and their recurrence in non-diabetic individuals. CONCLUSION This study found that elevated IR indices (METs-IR, HOMA-IR, TyG-BMI) significantly increased kidney stone risk in a non-diabetic population. Serum uric acid and vitamin D mediated this association, with METs-IR best predicting kidney stones incidence and recurrence.
Collapse
Affiliation(s)
- Yu-Xuan Yang
- Department and Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jia-Cheng Xiang
- Department and Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Gui-Chen Ye
- Department and Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Kuang-Di Luo
- Department and Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shao-Gang Wang
- Department and Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Qi-Dong Xia
- Department and Institute of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| |
Collapse
|
2
|
Marjot T, Armstrong MJ, Stine JG. Skeletal muscle and MASLD: Mechanistic and clinical insights. Hepatol Commun 2025; 9:e0711. [PMID: 40408301 DOI: 10.1097/hc9.0000000000000711] [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: 03/10/2025] [Accepted: 03/17/2025] [Indexed: 05/25/2025] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is intrinsically linked with widespread metabolic perturbations, including within skeletal muscle. Indeed, MASLD is associated with a range of skeletal muscle abnormalities, including insulin resistance, myosteatosis, and sarcopenia, which all converge on the liver to drive disease progression and adverse patient outcomes. This review explores the mechanistic links between skeletal muscle and MASLD, including the role of abnormal glycemic control, systemic inflammation, and disordered myokine signaling. In turn, we discuss how intrinsic liver pathology can feed back to further exacerbate poor skeletal muscle health. Given the central importance of skeletal muscle in MASLD pathogenesis, it offers clinicians an opportunity to intervene for therapeutic benefit. We, therefore, summarize the role of nutrition and physical activity on skeletal muscle mass, quality, and metabolic function and discuss the knock-on effect this has on the liver. An awareness of these treatment strategies is particularly important in the era of effective pharmacological and surgical weight loss interventions, which can be associated with the development of sarcopenia. Finally, we highlight a number of promising drug agents in the clinical trial pipeline that specifically target skeletal muscle in an attempt to improve metabolic and physical functioning.
Collapse
Affiliation(s)
- Thomas Marjot
- Oxford Centre for Diabetes, Endocrinology and Metabolism (OCDEM), Radcliffe Department of Medicine, Churchill Hospital, University of Oxford, Oxford, UK
- Translational Gastroenterology and Liver Unit (TGLU), Nuffield Department of Medicine, John Radcliffe Hospital, University of Oxford, Oxford, UK
| | - Matthew J Armstrong
- Liver Unit, Queen Elizabeth University Hospital Birmingham, Birmingham, UK
- Birmingham NIHR Biomedical Research Centre, University of Birmingham, Birmingham, UK
| | - Jonathan G Stine
- Department of Medicine, Division of Gastroenterology and Hepatology, Penn State Health-Milton S. Hershey Medical Centre, Hershey, Pennsylvania, USA
| |
Collapse
|
3
|
Wu S, Xia W. Association between different insulin resistance surrogates and erectile dysfunction in non-diabetic men: a large population-based study. BMC Public Health 2025; 25:1949. [PMID: 40426154 PMCID: PMC12107891 DOI: 10.1186/s12889-025-23212-2] [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] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Accepted: 05/16/2025] [Indexed: 05/29/2025] Open
Abstract
BACKGROUND Although it is widely recognized that insulin resistance (IR) plays a critical role in the development of erectile dysfunction (ED), the specific relationship between IR and ED among non-diabetics has been little studied, and no relevant large-scale studies have been conducted. The purpose of this study is to examine the association between different IR surrogates and the risk of ED in non-diabetic populations. METHODS National Health and Nutrition Examination Survey (NHANES) 2001-2004 data were used for this cross-sectional analysis. Weighted multivariable logistic regression and restricted cubic spline curves (RCS) were performed to evaluate the relationship between homeostasis model assessment (HOMA-IR), triglyceride glucose (TyG), TyG with body mass index (TyG-BMI), TyG with waist circumference (TyG-WC) and TyG with waist-to-height ratio (TyG-WHtR), and ED risk. When segmenting effects were detected, recursive algorithms were used to determine potential inflection points. Then log-likelihood ratio test and weighted segmented regression were carried out. In the sensitivity analysis, stratified and interaction analyses were performed. RESULTS A total of 1569 (weighted: 76450963) individuals eventually were enrolled in the study. After adjusting for all confounders, the TyG did not correlate with ED (P > 0.05), whereas the other IR surrogates, HOMA-IR, TyG-BMI, TyG-WC, and TyG-WHtR, remained positively correlated with ED [ORs (95% CIs) were 1.02 (0.95, 1.10), 1.01 (1.00, 1.02), 1.00 (1.00, 1.01), 1.17 (0.84, 1.63), respectively; all P < 0.05]. Furthermore, we found the risk of ED was significantly higher when TyG-BMI > 328.94 or TyG-WC > 1128.25 or TyG-WHtR > 6.42 [the ORs (95% CIs) were 1.05 (1.02, 1.08), 1.02 (1.01, 1.03) and 51.30 (4.46, 453.64), respectively]. No interactions were found between these IR surrogates and the stratification variables. CONCLUSIONS In the non-diabetic population, ED risk was positively associated with elevated HOMA-IR, TyG-BMI, TyG-WC, and TyG-WHtR.
Collapse
Affiliation(s)
- Shenghao Wu
- Reproductive Medicine Center, Department of Obstetrics and Gynecology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Weiting Xia
- Department of Gynecology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China.
| |
Collapse
|
4
|
Pilar Fernández-Figares Vicioso M, Riutord Sbert P, López-González ÁA, Ramírez-Manent JI, Del Barrio Fernández JL, Herrero MTV. Risk of Insulin Resistance: Comparison of the Commerce vs. Industry Sector and Associated Variables. Diseases 2025; 13:150. [PMID: 40422582 DOI: 10.3390/diseases13050150] [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: 04/07/2025] [Revised: 05/04/2025] [Accepted: 05/12/2025] [Indexed: 05/28/2025] Open
Abstract
BACKGROUND Insulin resistance (IR) is a key metabolic alteration that precedes type 2 diabetes and is closely linked to obesity and lifestyle factors. Occupational context may influence IR risk through variations in physical activity, diet, and socioeconomic determinants. OBJECTIVE To compare the risk of insulin resistance between workers in the commerce and industry sectors and identify associated sociodemographic and lifestyle factors, in order to improve their occupational health. METHODS This cross-sectional study analyzed data from 56,856 Spanish workers, assessing four IR-related indices: Triglyceride-Glucose Index (TyG), TyG-BMI (Triglyceride-Glucose Body Mass Index), Metabolic Score for Insulin Resistance (METS-IR), and the Single-Point Insulin Sensitivity Estimator (SPISE-IR). The analysis was stratified by sex and sector (commerce vs. industry) and included assessments of age, education level, physical activity, adherence to the Mediterranean diet, and smoking status. Multinomial logistic regressions were performed to determine the factors associated with high IR scores. RESULTS Across all IR indicators, industry workers-particularly men-presented higher mean values and greater prevalence of high-risk scores compared to those in commerce. Women showed lower values overall but also reflected sector-based differences. In both sexes, non-physical activity, non-adherence to the Mediterranean diet, and smoking were consistently associated with higher IR risk. Males exhibited significantly higher odds of elevated TyG (OR = 2.59, 95% CI: 2.41-2.78), while physical inactivity and poor diet emerged as the most powerful modifiable predictors across all scales (e.g., OR = 10.45 for TyG, OR = 12.33 for TyG-BMI). Industry sector was independently associated with higher odds of insulin resistance compared to commerce. CONCLUSIONS Insulin resistance is more prevalent among industrial workers, especially men and those with unhealthy lifestyles. Occupational health strategies should target sector-specific risk profiles, emphasizing physical activity and dietary interventions.
Collapse
Affiliation(s)
| | - Pere Riutord Sbert
- ADEMA-Health Group of IUNICS, University of Balearic Islands, 07122 Palma, Spain
| | - Ángel Arturo López-González
- Obesity and Metabolic Syndrome Group, Spanish Association of Specialists in Occupational Medicine, 28012 Madrid, Spain
- ADEMA-Health Group of IUNICS, University of Balearic Islands, 07122 Palma, Spain
| | - José Ignacio Ramírez-Manent
- ADEMA-Health Group of IUNICS, University of Balearic Islands, 07122 Palma, Spain
- Health Research Institute of the Balearic Islands (IDISBA), 07120 Palma, Spain
- Faculty of Medicine, University of Balearic Islands, 07122 Palma, Spain
| | | | - María Teófila Vicente Herrero
- Obesity and Metabolic Syndrome Group, Spanish Association of Specialists in Occupational Medicine, 28012 Madrid, Spain
- ADEMA-Health Group of IUNICS, University of Balearic Islands, 07122 Palma, Spain
| |
Collapse
|
5
|
Apostolopoulou M, Lambadiari V, Roden M, Dimitriadis GD. Insulin Resistance in Type 1 Diabetes: Pathophysiological, Clinical, and Therapeutic Relevance. Endocr Rev 2025; 46:317-348. [PMID: 39998445 PMCID: PMC12063105 DOI: 10.1210/endrev/bnae032] [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: 06/23/2024] [Indexed: 02/26/2025]
Abstract
People with type 1 diabetes (T1D) are usually considered to exclusively exhibit β-cell failure, but they frequently also feature insulin resistance. This review discusses the mechanisms, clinical features, and therapeutic relevance of insulin resistance by focusing mainly on human studies using gold-standard techniques (euglycemic-hyperinsulinemic clamp). In T1D, tissue-specific insulin resistance can develop early and sustain throughout disease progression. The underlying pathophysiology is complex, involving both metabolic- and autoimmune-related factors operating synergistically. Insulin treatment may play an important pathogenic role in predisposing individuals with T1D to insulin resistance. However, the established lifestyle-related risk factors and peripheral insulin administration inducing glucolipotoxicity, hyperinsulinemia, hyperglucagonemia, inflammation, mitochondrial abnormalities, and oxidative stress cannot always fully explain insulin resistance in T1D, suggesting a phenotype distinct from type 2 diabetes. The mutual interaction between insulin resistance and impaired endothelial function further contributes to diabetes-related complications. Insulin resistance should therefore be considered a treatment target in T1D. Aside from lifestyle modifications, continuous subcutaneous insulin infusion can ameliorate insulin resistance and hyperinsulinemia, thereby improving glucose toxicity compared with multiple injection insulin treatment. Among other concepts, metformin, pioglitazone, incretin-based drugs such as GLP-1 receptor agonists, sodium-glucose cotransporter inhibitors, and pramlintide can improve insulin resistance, either directly or indirectly. However, considering the current issues of high cost, side effects, limited efficacy, and their off-label status, these agents in people with T1D are not widely used in routine clinical care at present.
Collapse
Affiliation(s)
- Maria Apostolopoulou
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine University, 40225 Düsseldorf, Germany
- Institute for Clinical Diabetology, German Diabetes Center, Leibnitz Center for Diabetes Research at Heinrich-Heine University, 40225 Düsseldorf, Germany
- German Center of Diabetes Research (DZD), Partner Düsseldorf, 85764 München-Neuherberg, Germany
| | - Vaia Lambadiari
- 2nd Department of Internal Medicine, Research Institute and Diabetes Center, National and Kapodistrian University of Athens Medical School, 12462 Athens, Greece
| | - Michael Roden
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine University, 40225 Düsseldorf, Germany
- Institute for Clinical Diabetology, German Diabetes Center, Leibnitz Center for Diabetes Research at Heinrich-Heine University, 40225 Düsseldorf, Germany
- German Center of Diabetes Research (DZD), Partner Düsseldorf, 85764 München-Neuherberg, Germany
| | - George D Dimitriadis
- 2nd Department of Internal Medicine, Research Institute and Diabetes Center, National and Kapodistrian University of Athens Medical School, 12462 Athens, Greece
| |
Collapse
|
6
|
Suleman S, Ängquist L, Linneberg A, Hansen T, Grarup N. Exploring the genetic intersection between obesity-associated genetic variants and insulin sensitivity indices. Sci Rep 2025; 15:15761. [PMID: 40328835 PMCID: PMC12056085 DOI: 10.1038/s41598-025-98507-w] [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: 10/20/2024] [Accepted: 04/11/2025] [Indexed: 05/08/2025] Open
Abstract
Insulin sensitivity (IS) is a key determinant of metabolic health and may share genetic factors with obesity-related traits. Previous large-scale genetic studies have identified variants associated with IS as well as obesity related traits like body mass index (BMI) and waist-to-hip ratio (WHR). Notably, many of these associations are shared across traits, indicating a potential genetic overlap. However, the genetic intersection between IS and obesity-related traits remains underexplored. To explore this gap, we investigated associations between six IS indices, including fasting and post-glucose load measures, and genetic variants linked to BMI and WHR to determine their influence on IS and related cardiometabolic traits. To achieve this, we calculated six IS indices using fasting and oral glucose tolerance test (OGTT) data from 5,007 non-diabetic individuals, grouping them into fasting, OGTT0,120, and OGTT0,30,120 categories. A total of 678 BMI-associated and 265 WHR-associated genetic variants were analysed using linear regression, adjusting for age and sex, with sex-specific analyses for WHR. Analyses were conducted with and without BMI adjustments and corrected for multiple testing (padj). Additionally, we explored the relationship between IS-linked variants and their associations with type 2 diabetes (T2D), coronary artery disease (CAD) and stroke. Among the 678 BMI-associated variants, 100 showed nominal associations (p < 0.05) with at least one IS index; and 20 remained significant after multiple testing correction (padj < 0.05) when not adjusting for BMI. After adjusting for BMI, 70 variants retained nominal associations, and six remained significant (padj < 0.05). In sex-specific analyses of the 265 WHR-associated variants, 12 variants were associated in females when adjusted for BMI, whereas no significant associations were observed in males. Furthermore, BMI- and WHR-associated variants linked to decreased IS, such as those in FTO and VPS13C loci, were also associated with increased T2D and stroke risk, whereas IS-increasing variants, including those in VPS13C and PPARG, were linked to lower T2D and stroke risk, with some, like THADA, showing opposing effects on CAD. This study offers insights into genetic variants that influence both IS and obesity-related traits, revealing BMI- and WHR-associated variants with both positive and negative effects on IS and their potential impact on cardiometabolic health.
Collapse
Affiliation(s)
- Sufyan Suleman
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Biomedicine, Human Genetics, Aarhus University, Aarhus, 8000, Denmark
| | - Lars Ängquist
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Allan Linneberg
- Center for Clinical Research and Prevention, Copenhagen University Hospital-Bispebjerg and Frederiksberg, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Torben Hansen
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Niels Grarup
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
| |
Collapse
|
7
|
Wu C, Ke Y, Nianogo RA. Trends in Hyperinsulinemia and Insulin Resistance Among Nondiabetic US Adults, NHANES, 1999-2018. J Clin Med 2025; 14:3215. [PMID: 40364246 PMCID: PMC12072812 DOI: 10.3390/jcm14093215] [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: 03/18/2025] [Revised: 04/23/2025] [Accepted: 04/27/2025] [Indexed: 05/15/2025] Open
Abstract
Introduction: Hyperinsulinemia and insulin resistance are strong predictors of cardiometabolic diseases, which disproportionately affect individuals across gender, racial/ethnic, and socioeconomic groups. We aim to estimate and test the temporal trends in the prevalence of hyperinsulinemia and insulin resistance (IR) by sociodemographic groups among nondiabetic adults in the United States from 1999 to 2018. Methods: We used data from the National Health and Nutrition Examination Survey (NHANES) from 1999 to 2018. We fitted linear and joinpoint logistic regression models to test the sample weighted and age-standardized time trends for linear and nonlinear trends in the prevalence of hyperinsulinemia and IR, respectively. Results: We included 17,310 nondiabetic men and nonpregnant women aged 20 years or older. The age-standardized prevalence of hyperinsulinemia increased from 28.2% in 1999-2000 to 41.4% in 2017-2018, with IR prevalence similarly rising from 24.8% in 1999-2000 to 38.4% in 2017-2018. Across the entire period examined, individuals who were male; non-Hispanic Black; Hispanic; or had a lower educational level or lower family income consistently had a higher prevalence of hyperinsulinemia and IR than other groups. We found increasing temporal trends in the prevalence of hyperinsulinemia and IR for all the sociodemographic subgroups, at least in some periods from 1999 to 2018. Conclusions: There was an increased age-standardized prevalence of hyperinsulinemia and IR among nondiabetic adults in the US across each defined sociodemographic group from 1999 to 2018. The difference in prevalence across subgroups underscores the need for designing personalized and targeted interventions to address disparities.
Collapse
Affiliation(s)
- Chuyue Wu
- Department of Epidemiology, Fielding School of Public Health, University of California Los Angeles (UCLA), Los Angeles, CA 90095, USA; (Y.K.); (R.A.N.)
| | - Yixun Ke
- Department of Epidemiology, Fielding School of Public Health, University of California Los Angeles (UCLA), Los Angeles, CA 90095, USA; (Y.K.); (R.A.N.)
| | - Roch A. Nianogo
- Department of Epidemiology, Fielding School of Public Health, University of California Los Angeles (UCLA), Los Angeles, CA 90095, USA; (Y.K.); (R.A.N.)
- California Center for Population Research, University of California Los Angeles (UCLA), Los Angeles, CA 90095, USA
| |
Collapse
|
8
|
Pafili K, Zaharia OP, Strassburger K, Knebel B, Herder C, Huttasch M, Karusheva Y, Kabisch S, Strom A, Nowotny B, Szendroedi J, Roden M. PNPLA3 gene variation modulates diet-induced improvement in liver lipid content in type 2 diabetes. Clin Nutr 2025; 48:6-15. [PMID: 40090039 DOI: 10.1016/j.clnu.2025.02.032] [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: 02/23/2025] [Accepted: 02/28/2025] [Indexed: 03/18/2025]
Abstract
BACKGROUND&AIMS Lifestyle-induced weight reduction remains crucial for managing type 2 diabetes and steatotic liver disease, but its effectiveness varies. We postulated that the G allele in the rs738409 single nucleotide polymorphism within patatin-like phospholipase domain-containing protein 3 (PNPLA3), which associates with metabolic dysfunction-associated steatotic liver disease, also modulates diet-related metabolic effects. METHODS Participants with type 2 diabetes were randomized to 8-week hypocaloric diets (energy intake: -1,256 kJ/d of, <30 kcal% fat): high in cereal fiber and coffee excluding red meat (HF-RM + C; n = 16), or low in cereal fiber, devoid of coffee, but high in red meat (LF + RM-C; n = 15). Whole-body insulin sensitivity (M value) was assessed using [2H]glucose and hyperinsulinemic-normoglycemic clamps, hepatic lipid content (HCL) and body fat volumes by magnetic resonance spectroscopy/imaging before and after intervention. RESULTS Despite comparable weight loss, HCL decreased more in non-carriers (-65 %) than in G-allele carriers (-36 %) upon HF-RM + C diet (both p < 0.05 vs baseline and between groups), but only among non-carriers (-46 %, p < 0.05 vs baseline) upon LF + RM-C. Upon HF-RM + C diet, increase in insulin sensitivity was not different between carriers (+27 % p = 0.051 from baseline) and non-carriers (+21 %, p = 0.032 from baseline), p > 0.05 for between-group comparison. Upon LF + RM-C diet, both groups equally improved their whole-body insulin sensitivity (+42 % for non-carriers and +37 % for carriers, p < 0.05 vs baseline). Upon HF-RM + C diet, non-carriers decreased circulating interleukin-18 from baseline by -31 %, whereas, upon LF + RM-C diet, non-carriers decreased circulating anti-inflammatory interleukin-1 receptor antagonist levels by 14 % (both p < 0.05 vs baseline). CONCLUSIONS Humans with the PNPLA3 G-allele show modified dietary-induced effects on steatotic liver disease in type 2 diabetes despite body weight reduction. Registration at Clinicaltrials.gov, Identifier number: NCT01409330.
Collapse
Affiliation(s)
- Kalliopi Pafili
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Moorenstr. 5, 40225 Düsseldorf, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany
| | - Oana-Patricia Zaharia
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Moorenstr. 5, 40225 Düsseldorf, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany
| | - Klaus Strassburger
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany
| | - Birgit Knebel
- German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany; Institute for Clinical Biochemistry and Pathobiochemistry, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich-Heine-University, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany
| | - Christian Herder
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Moorenstr. 5, 40225 Düsseldorf, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany
| | - Maximilian Huttasch
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany
| | - Yanislava Karusheva
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Moorenstr. 5, 40225 Düsseldorf, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany
| | - Stefan Kabisch
- German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany; Department of Endocrinology and Metabolic Medicine, Charité Universitätsmedizin Berlin, Campus Benjamin Franklin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Alexander Strom
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany
| | - Bettina Nowotny
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; Bayer AG, Research and Development Pharmaceuticals, Aprather Weg 42113 Wuppertal, Germany
| | - Julia Szendroedi
- German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany; Department for Internal Medicine I, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120 Heidelberg, Germany
| | - Michael Roden
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Moorenstr. 5, 40225 Düsseldorf, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany.
| |
Collapse
|
9
|
Li Z, Zhao Z, Zhang T, Yang X, Chen H, Yin X, Bai H, Liu X, Chang T, Zhang Y, Lu M. Association between triglyceride-glucose related indicators, genetic risk, and incident breast cancer among postmenopausal women in UK Biobank. BMC Cancer 2025; 25:781. [PMID: 40281472 PMCID: PMC12032665 DOI: 10.1186/s12885-025-13970-y] [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: 11/19/2024] [Accepted: 03/19/2025] [Indexed: 04/29/2025] Open
Abstract
BACKGROUND The potential links between triglyceride-glucose (TyG) related indicators and breast cancer incidence after menopause have been less well studied, and the joint associations between genetic risk, TyG related indicators, and breast cancer are unknown. METHODS Simple surrogate indicators of insulin resistance including TyG, TyG-waist circumference (TyG-WC), TyG-waist to height ratio (TyG-WHtR), TyG-waist to hip ratio (TyG-WHR), TyG-body mass index (TyG-BMI). Genetic susceptibility in breast cancer was estimated by categorizing polygenic risk scores (PRS). For estimating the associations, we used Cox proportional hazards regression modeling. Correlation shapes were evaluated using restricted cubic splines (RCS). Mediation analyses for assessing the role of sex hormone-binding globulin (SHBG), C-reactive protein (CRP), testosterone, and glycosylated hemoglobin (HbA1c) in mediating the associations were conducted. RESULTS The study included 83,873 UK biobank participants who were followed for a median of 13.8 years, with 3,561 new cases of postmenopausal breast cancer. Genetic risk and TyG related indicators were monotonically related to breast cancer, with additive but not multiplicative interactions between them. The highest quartiles of TyG, TyG-WC, TyG-WHtR, TyG-WHR, and TyG-BMI were significantly associated with increased breast cancer risk with hazard ratio (95% confidence interval) were 1.12 (1.01-1.25), 1.35 (1.23-1.49), 1.16 (1.05-1.28), 1.22(1.12-1.33), and 1.31 (1.19-1.44), respectively. TyG-WC was nonlinearly linked to breast cancer (P for nonlinear = 0.006). Individuals with high genetic risk and high TyG related indicators exhibited a substantially elevated breast cancer risk by 4- to 5-fold compared with reference group. The associations were mainly mediated by SHBG, CRP, and testosterone, with mediation proportions ranging from 10.24% to 68.29%. CONCLUSIONS TyG related factors are linked to incident postmenopausal breast cancer, and the combined effects with genetic risk significantly optimize risk stratification. High levels of TyG related indicators may amplify the influence of genetic factors on postmenopausal breast cancer. TRIAL REGISTRATION Not applicable.
Collapse
Affiliation(s)
- Zhen Li
- Department of Epidemiology and Health Statistics, School of Public Health, Cheeloo College of Medicine, Shandong University, 107 Wenhua West Road, Jinan, Shandong, 250012, China
- Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, China
| | - Zengle Zhao
- Department of Epidemiology and Health Statistics, School of Public Health, Cheeloo College of Medicine, Shandong University, 107 Wenhua West Road, Jinan, Shandong, 250012, China
- Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, China
| | - Tongchao Zhang
- Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, China
- Clinical Research Center, Qilu Hospital of Shandong University, Jinan, China
| | - Xiaorong Yang
- Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, China
- Clinical Research Center, Qilu Hospital of Shandong University, Jinan, China
| | - Hao Chen
- Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, China
- Clinical Research Center, Qilu Hospital of Shandong University, Jinan, China
| | - Xiaolin Yin
- Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, China
- Clinical Research Center, Qilu Hospital of Shandong University, Jinan, China
| | - Hao Bai
- Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, China
- Clinical Research Center, Qilu Hospital of Shandong University, Jinan, China
| | - Xinjie Liu
- Department of Epidemiology and Health Statistics, School of Public Health, Cheeloo College of Medicine, Shandong University, 107 Wenhua West Road, Jinan, Shandong, 250012, China
- Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, China
| | - Tongmin Chang
- Department of Epidemiology and Health Statistics, School of Public Health, Cheeloo College of Medicine, Shandong University, 107 Wenhua West Road, Jinan, Shandong, 250012, China
- Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, China
| | - Yuan Zhang
- Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, China.
- Clinical Research Center, Qilu Hospital of Shandong University, Jinan, China.
| | - Ming Lu
- Department of Epidemiology and Health Statistics, School of Public Health, Cheeloo College of Medicine, Shandong University, 107 Wenhua West Road, Jinan, Shandong, 250012, China.
- Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, China.
- Clinical Research Center, Qilu Hospital of Shandong University, Jinan, China.
| |
Collapse
|
10
|
Shu MJ, Han F, Zhai FF, Zhang DD, Zhou LX, Ni J, Yao M, Cui LY, Peng B, Jin ZY, Zhang SY, Zhu YC. The association between long-term trajectories of insulin resistance and brain structural integrity in middle-aged and older adults. J Alzheimers Dis 2025:13872877251336333. [PMID: 40267302 DOI: 10.1177/13872877251336333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2025]
Abstract
BackgroundThe triglyceride-glucose (TyG) index is considered a robust surrogate for insulin resistance (IR). The relationship between the trajectory patterns of the TyG index and subsequent brain structure changes is still unclear.ObjectiveThis study investigates the relationship between 10-year trajectories of TyG-related indices and brain structural integrity in a 10-year follow-up.MethodsThis prospective study included 898 participants (mean age 55.6 years, 34.4% males) from the community-based Shunyi Study. IR was assessed using the TyG index, TyG-body mass index (BMI) index, TyG-waist circumference index, and TyG-waist-to-height ratio (WHtR) index. The group-based trajectory model was employed to identify the 10-year trajectories. Structural brain measurements included structural changes of the whiter matter (white matter hyperintensities (WMHs), fractional anisotropy, and mean diffusivity) and gray matter (brain parenchymal fraction (BPF), cortical thickness, and hippocampal volume). General linear models were utilized to examine the association between the trajectory patterns of TyG-related indices and brain structure.ResultsThree distinct trajectories of TyG-related indices were identified from 2013 to 2023. The high-level trajectory groups of TyG-related indices exhibited a greater volume of WMHs and were more susceptible to disruptions in white matter microstructural integrity. This association was most significant for the TyG-BMI and TyG-WHtR trajectory groups. No significant correlations were found for BPF and cortical thickness among the different TyG-related indices trajectories.ConclusionsThe findings suggest that long-term IR primarily damages brain white matter rather than causing structural changes in gray matter.
Collapse
Affiliation(s)
- Mei-Jun Shu
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Science, Beijing, China
| | - Fei Han
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Science, Beijing, China
| | - Fei-Fei Zhai
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Science, Beijing, China
| | - Ding-Ding Zhang
- Department of Central Research Laboratory, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Science, Beijing, China
| | - Li-Xin Zhou
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Science, Beijing, China
| | - Jun Ni
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Science, Beijing, China
| | - Ming Yao
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Science, Beijing, China
| | - Li-Ying Cui
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Science, Beijing, China
| | - Bin Peng
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Science, Beijing, China
| | - Zheng-Yu Jin
- Department of Radiology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Science, Beijing, China
| | - Shu-Yang Zhang
- Department of Cardiology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Science, Beijing, China
| | - Yi-Cheng Zhu
- Department of Neurology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Science, Beijing, China
| |
Collapse
|
11
|
Luo L, Liu Z, Gan Q, Feng J, Wang L, Ouyang W. Relationships of triglyceride-glucose-related indices with colorectal cancer incidence and mortality in an American population: a dose-response meta-analysis and cohort study. Lipids Health Dis 2025; 24:151. [PMID: 40269839 PMCID: PMC12016320 DOI: 10.1186/s12944-025-02574-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] [Subscribe] [Scholar Register] [Received: 02/18/2025] [Accepted: 04/16/2025] [Indexed: 04/25/2025] Open
Abstract
BACKGROUND The degree to which the triglyceride-glucose (TyG) index might interact with colorectal cancer (CRC) incidence and mortality is undefined. This systematic analysis was conducted through meta-analyses and large-scale databases. METHODS A meta-analysis was conducted through database search up to April 1, 2025, and articles investigating the incidence of CRC with clearly reported TyG index values, focusing on their dose-response relationship, were included. To validate the findings, data from the 1999-2018 National Health and Nutrition Examination Survey (NHANES) were utilized to explore links of TyG levels with CRC-linked mortality. Analyses involving restricted cubic splines (RCSs), weighted logistic regression (WLR), and multivariate Cox proportional hazards models were performed. Receiver operating characteristic (ROC) analyses explored predictive potential. Subgroup evaluation was subsequently conducted for detecting the susceptible populations. RESULTS Multivariate logistic regression showcased a greater CRC incidence among individuals in quartiles two, three, and four of TyG and TyG-body mass index (TyG-BMI) (95% confidence intervals (CIs): 1.14-1.5, 1.07-1.45; 1.39-1.83, 1.11-1.64; and 1.60-2.12, 1.19-1.93, respectively; P < 0.001). In contrast, multivariate Cox regression indicated a significant increase in CRC-related mortality only in the second quartile of TyG (95% CI: 1.22-7.47; P < 0.05). Analysis of the RCS curves demonstrated that the incidence of CRC displayed a nonlinear association with TyG (P = 0.045 for nonlinearity) but a positive linear association with TyG-BMI (P = 0.385 for nonlinearity). The TyG and associated indices did not exhibit any obvious dose-response association with CRC-related mortality (P > 0.05). ROC analyses exploring CRC risk revealed that TyG-BMI outperformed all indicators (area under the curve (AUC) = 0.71). Subgroup analysis revealed statistically significant links of CRC incidence with both TyG-BMI and female sex. CONCLUSION TyG and TyG-BMI may function as dependable markers for predicting CRC likelihood, and TyG-BMI outperformed all other predictors considered herein. However, TyG and associated indices showed no significant interrelationships with the mortality of CRC.
Collapse
Affiliation(s)
- Lan Luo
- Department of Hematology and Oncology, The First People's Hospital of Guiyang, Guiyang, Guizhou, 550002, China
| | - Zhu Liu
- Department of Gastrointestinal Surgery, The First People's Hospital of Guiyang, Guiyang, Guizhou, 550002, China
| | - Quan Gan
- Department of Gastrointestinal Surgery, The First People's Hospital of Guiyang, Guiyang, Guizhou, 550002, China
| | - Jing Feng
- Department of Hematology and Oncology, The First People's Hospital of Guiyang, Guiyang, Guizhou, 550002, China
| | - Lingyun Wang
- Department of Hematology and Oncology, The First People's Hospital of Guiyang, Guiyang, Guizhou, 550002, China
| | - Weiwei Ouyang
- Department of Oncology, The Affiliated Hospital of Guizhou Medical University and The Affiliated Cancer Hospital of Guizhou Medical University, Guiyang, Guizhou, 550004, China.
| |
Collapse
|
12
|
Leng M, Guo X, Wei C, Zhang Y, Li Z, Gao X, Hou D, Li C. Progressive Weight Loss-Induced Remission of Insulin Resistance/Hyperinsulinemia and Improvements in Cardiovascular Risk Factors. Diabetes Metab Syndr Obes 2025; 18:1099-1110. [PMID: 40255970 PMCID: PMC12009124 DOI: 10.2147/dmso.s501876] [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: 10/20/2024] [Accepted: 03/22/2025] [Indexed: 04/22/2025] Open
Abstract
Background Hyperinsulinemia (HI) is a common endocrine metabolic disorder in obesity and is closely associated with cardiovascular disease. Aim This study aims to investigate the effects of progressive weight reduction on HI and cardiovascular risk factors. Methods We enrolled 68 patients with overweight or obesity. Body composition assessments, clinical indicator sampling and a 75g-oral glucose tolerance test were conducted at baseline and after 12-month weight loss to assess HI and insulin sensitivity. And the people were divided into four groups based on the percent of weight loss (<10%, ~20%, ~30%, >30%) to study the remission of HI and changes in body composition and cardiovascular risk factors. Results A total of 66 participants were studied at the end. Progressive weight loss significantly reduced plasma glucose and insulin (P<0.001, P for trend <0.001) and did not progressively reduce cardiovascular risk factors (P for trend <0.001). The greater the percentage of weight loss, the greater the remission rate of insulin resistance and hyperinsulinemia (P for trend <0.001), which reaches 100% when weight loss exceeds 30%. After adjusting for factors such as age, gender, and medication usage, remission of HI was still associated with progressive weight loss. Conclusion With progressive weight loss, people with overweight or obesity experienced further improvements in glycemic outcomes, body compositions, HI and insulin resistance.
Collapse
Affiliation(s)
- Mingxin Leng
- Graduate School, Tianjin Medical University, Tianjin, People’s Republic of China
| | - Xiaoxuan Guo
- School of Medicine, Nankai University, Tianjin, People’s Republic of China
| | - Chongyang Wei
- Graduate School, Tianjin Medical University, Tianjin, People’s Republic of China
| | - Yanju Zhang
- Graduate School, Tianjin University of Traditional Chinese Medicine, Tianjin, People’s Republic of China
| | - Zhouhuiling Li
- Graduate School, Tianjin University of Traditional Chinese Medicine, Tianjin, People’s Republic of China
| | - Xinying Gao
- Graduate School, Tianjin University of Traditional Chinese Medicine, Tianjin, People’s Republic of China
| | - Dangmin Hou
- Graduate School, Tianjin University of Traditional Chinese Medicine, Tianjin, People’s Republic of China
| | - Chunjun Li
- Graduate School, Tianjin Medical University, Tianjin, People’s Republic of China
- Health Management Center, Tianjin Union Medical Center, Nankai University Affiliated Hospital, Tianjin, People’s Republic of China
| |
Collapse
|
13
|
Luo H, Yang Q, Xu H, Wu S, Wang W, Zhou R, Yang Y, Yu Q. Association between triglyceride-glucose index and the risk of type 2 diabetes mellitus. ARCHIVES OF ENDOCRINOLOGY AND METABOLISM 2025; 69:e230493. [PMID: 40232167 PMCID: PMC12002598 DOI: 10.20945/2359-4292-2023-0493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 09/23/2024] [Indexed: 04/16/2025]
Abstract
OBJECTIVE To assess the efficacy of the triglyceride-glucose (TyG) index in predicting type 2 diabetes mellitus (T2DM) in the general population. SUBJECTS AND METHODS Baseline data were collected from a community population that underwent physical examination between 2015 and 2020. The TyG index was calculated via the following formula: TyG = Ln [fasting triglyceride (mg/dL) × fasting blood glucose (mg/dL)/2]. Cox regression and stratified analyses were performed to evaluate the ability of the TyG score to predict the occurrence of diabetes. RESULTS In total, 8 576 subjects were ultimately included and divided into a T2DM group (n = 882) and a non-T2DM group (n = 7,694) according to the results of the 5-year follow-up. Adjustment for all covariates revealed that every 1-unit increase in the TyG index multiplied the risk of T2DM in all the participants (HR: 3.348; 95% CI: 3.004-3.731; P < 0.001). When TyG was divided into three quantiles, the risk of T2DM in the highest quantile was 6.412 times greater than that in the lowest quantile. Subgroup analysis revealed that the correlation was more pronounced in middle-aged and young adults, females, and eutrophic individuals (interaction P value < 0.001). CONCLUSION The TyG index can be a strong predictor of T2DM and is more useful for estimating the risk of T2DM in young and middle-aged adults, females, and eutrophic people.
Collapse
Affiliation(s)
- Hui Luo
- Department of Nephrology, The First Affiliated Hospital of Wannan
Medical College, Yijishan Hospital, Wuhu, Anhui, People’s Republic of China
| | - Qin Yang
- Nanchang University, Nanchang, Jiangxi, People’s Republic of China
| | - Haolan Xu
- Department of Nephrology, The First Affiliated Hospital of Wannan
Medical College, Yijishan Hospital, Wuhu, Anhui, People’s Republic of China
| | - Shan Wu
- Department of Nephrology, The First Affiliated Hospital of Wannan
Medical College, Yijishan Hospital, Wuhu, Anhui, People’s Republic of China
| | - Wenjing Wang
- Department of Nephrology, The First Affiliated Hospital of Wannan
Medical College, Yijishan Hospital, Wuhu, Anhui, People’s Republic of China
| | - Ru Zhou
- Department of Nephrology, The First Affiliated Hospital of Wannan
Medical College, Yijishan Hospital, Wuhu, Anhui, People’s Republic of China
| | - Yanlang Yang
- Department of Nephrology, The First Affiliated Hospital of Wannan
Medical College, Yijishan Hospital, Wuhu, Anhui, People’s Republic of China
| | - Qi Yu
- Department of Nephrology, The First Affiliated Hospital of Wannan
Medical College, Yijishan Hospital, Wuhu, Anhui, People’s Republic of China
| |
Collapse
|
14
|
Hao J, Qu L, Yang Y, Sun Y, Xu G. The Association Between Preoperative Triglyceride Glucose Index and Postoperative Adverse Cardiovascular Events in Non-Cardiac Surgery: A Single-Center Study From China. Ther Clin Risk Manag 2025; 21:467-479. [PMID: 40248335 PMCID: PMC12005211 DOI: 10.2147/tcrm.s518077] [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: 01/23/2025] [Accepted: 04/04/2025] [Indexed: 04/19/2025] Open
Abstract
Background The incidence of postoperative adverse cardiovascular events (PACE) in non-cardiac surgery has significantly increased, severely affecting surgical outcomes and patient prognosis. This study investigates the relationship between preoperative triglyceride-glucose (TyG) index and PACE in patients who underwent non-cardiac surgery. Methods We conducted a single-center retrospective study, including adult patients (age ≥18 years) who underwent non-cardiac surgery. Univariate and multivariate logistic regression analyses assessed the relationship between the TyG index and PACE. Nonlinear correlations were investigated using restricted cubic splines (RCS). Additionally, subgroup analysis was performed to evaluate the relationship between the TyG index and PACE in different subsamples. Results 16,066 patients were studied, among which 1505 cases (9.37%) developed PACE, with a median TyG index of 8.61 (8.22, 9.07). Using the lowest quartile of the TyG index as a reference, the fully adjusted (ORs) (95% CIs) for PACE in the second, third, and fourth quartiles of the TyG index were 1.78 (1.49~2.11), 2.16 (1.81~2.59), and 2.30 (1.88~2.83), respectively. After adjusting for all confounding factors, we found that patients with the highest TyG index had a 68% increased risk of PACE (OR 1.68, 95% CI 1.50~1.90). The results of the subgroup analysis were similar to those of the primary analysis. The RCS model suggests a linear positive correlation between the TyG index and the risk of PACE occurrence. (P for overall < 0.001, P for nonlinear = 0.547). Conclusion This cohort study indicates that preoperative TyG index is linearly and positively correlated with an increased incidence of PACE in the non-cardiac surgery population. This finding suggests that intensifying the evaluation of the TyG index may provide a more convenient and effective tool for identifying individuals at risk of PACE during non-cardiac surgeries.
Collapse
Affiliation(s)
- Jiandong Hao
- Graduate School of Xinjiang Medical University, Urumqi, People’s Republic of China
| | - Li Qu
- Department of Anesthesiology, People’s Hospital of Xinjiang Uygur Autonomous Region, Xinjiang Clinical Clinical Research Center for Anesthesia Management, Urumqi, People’s Republic of China
| | - Yang Yang
- Graduate School of Xinjiang Medical University, Urumqi, People’s Republic of China
| | - Yun Sun
- Graduate School of Xinjiang Medical University, Urumqi, People’s Republic of China
| | - Guiping Xu
- Department of Anesthesiology, People’s Hospital of Xinjiang Uygur Autonomous Region, Xinjiang Clinical Clinical Research Center for Anesthesia Management, Urumqi, People’s Republic of China
| |
Collapse
|
15
|
Timsans J, Kauppi J, Rantalaiho V, Kerola A, Hakkarainen K, Lehto T, Kautiainen H, Kauppi M. Serum Uric Acid Is Associated with Insulin Resistance in Non-Diabetic Subjects. J Clin Med 2025; 14:2621. [PMID: 40283451 PMCID: PMC12028212 DOI: 10.3390/jcm14082621] [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: 02/24/2025] [Revised: 04/03/2025] [Accepted: 04/09/2025] [Indexed: 04/29/2025] Open
Abstract
Background: Glucose metabolism disorders are major contributors to morbidity and mortality. Elevated serum uric acid (SUA) is closely linked to the cardiometabolic consequences of glucose metabolism disorders, various other comorbidities, and mortality. In this study, we explore the relationship between SUA and fasting plasma glucose (FPG), insulin levels, and insulin resistance in an older Finnish adult cohort. Methods: We used data from the GOAL (GOod Ageing in Lahti region) study-a prospective, population-based study of Finnish individuals aged 52-76 years. A total of 2322 non-diabetic subjects were included in the study. Data of SUA, FPG, and other laboratory parameters, comorbidities, lifestyle habits, and socioeconomic factors were collected. Subjects with SUA values of >410 μmol/L (≈6.9 mg/dL; 75th percentile) were regarded as hyperuricemic. We investigated the relationship between SUA and FPG, insulin levels, and insulin resistance [homeostatic model assessment of insulin resistance (HOMA-IR) ≥2.65]. Results: We found statistically significant sex-, age- and BMI-adjusted small to moderate relationships (Cohen's standard for β values above 0.10 and 0.30, respectively) between SUA and FPG, insulin levels, and insulin resistance in the whole study population as well as in the female and male subgroups. The higher the SUA level, the higher the HOMA-IR [(adjusted β = 0.21 (95% CI: 0.17 to 0.25)], and it rises drastically if SUA is above 400 μmol/L (≈6.7 mg/dL). The probability of a subject having insulin resistance is related to SUA level. Conclusions: Hyperuricemia is associated with elevated FPG and insulin resistance, emphasizing the importance of addressing both conditions. Further research may explore hyperuricemia treatment's role in preventing glucose metabolism disorders and their cardiometabolic consequences.
Collapse
Affiliation(s)
- Janis Timsans
- Department of Rheumatology, Päijät-Häme Central Hospital, Wellbeing Services County of Päijät-Häme, 15850 Lahti, Finland; (A.K.); (M.K.)
- Faculty of Medicine and Health Technology, Tampere University, 33100 Tampere, Finland;
| | - Jenni Kauppi
- Unit of Physiatry and Rehabilitation Medicine, Päijät-Häme Central Hospital, Wellbeing Services County of Päijät-Häme, 15850 Lahti, Finland;
| | - Vappu Rantalaiho
- Faculty of Medicine and Health Technology, Tampere University, 33100 Tampere, Finland;
- Centre for Rheumatic Diseases, Tampere University Hospital, 33521 Tampere, Finland
- Department of Medicine, Kanta-Häme Central Hospital, 13530 Hämeenlinna, Finland
| | - Anne Kerola
- Department of Rheumatology, Päijät-Häme Central Hospital, Wellbeing Services County of Päijät-Häme, 15850 Lahti, Finland; (A.K.); (M.K.)
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, 00014 Helsinki, Finland
| | - Kia Hakkarainen
- Department of Nephrology, Päijät-Häme Central Hospital, Wellbeing Services County of Päijät-Häme, 15850 Lahti, Finland;
| | - Tiina Lehto
- Department of Clinical Chemistry, Fimlab Laboratoriot Oy, 15140 Lahti, Finland;
| | - Hannu Kautiainen
- Folkhälsan Research Center, 00250 Helsinki, Finland;
- Primary Health Care Unit, Kuopio University Hospital, 70029 Kuopio, Finland
| | - Markku Kauppi
- Department of Rheumatology, Päijät-Häme Central Hospital, Wellbeing Services County of Päijät-Häme, 15850 Lahti, Finland; (A.K.); (M.K.)
- Clinicum, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland
| |
Collapse
|
16
|
Wang Y, Yu Z, Yu L, Li C. Triglyceride-glucose index and triglyceride-to-high-density lipoprotein cholesterol ratio in predicting severity of acute pancreatitis: a cross-sectional clinical study. BMC Gastroenterol 2025; 25:226. [PMID: 40197175 PMCID: PMC11974065 DOI: 10.1186/s12876-025-03793-3] [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: 12/05/2024] [Accepted: 03/17/2025] [Indexed: 04/10/2025] Open
Abstract
BACKGROUND The aim of this study is to investigate the correlation of triglyceride-glucose (TyG) index and triglyceride-to-high-density lipoprotein cholesterol (TG/HDL-C) ratio with acute pancreatitis (AP), and to compare the predictive value of the two indexes for severe AP (SAP). METHODS This study was a clinical cross-sectional study. Spearman's correlation, logistic regression analysis and receiver operating characteristic (ROC) curves were used to investigate the relationship between the TyG index and TG/HDL-C ratio with SAP. RESULTS Of the 311 enrolled AP patients, the mean age was 62.59 ± 9.03 years, and 131 (42.12%) were male. A total of 34 (10.93%) patients met the diagnostic criteria for SAP. The results of Spearman's correlation showed that TyG index (Spearman rho = 0.262; p < 0.001), TG/HDL-C ratio (Spearman rho = 0.206; p < 0.001) were associated with SAP. Logistic regression analysis showed that TyG index was independently and positively correlated with SAP [odds ratio (OR), 4.311; 95% confidence interval (CI), 1.222-15.208; p = 0.023]. However, this association was not further confirmed on TG/HDL-C ratio (OR, 2.530; 95% CI, 0.883-7.251; p = 0.084). According to the ROC curve analysis, the area under the curve (AUC) for TyG index was 0.712 (p < 0.001), and the AUC for TG/HDL-C ratio was 0.691 (p < 0.001). CONCLUSIONS TyG index and TG/HDL-C ratio have different diagnostic values in AP patients. And the TyG index may be a more useful auxiliary tool for predicting SAP.
Collapse
Affiliation(s)
- Yakun Wang
- Department of Intensive Care Medicine, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medicine University, 1630 Huanding Road, Shangcheng District, Hangzhou, 310044, Zhejiang, China
| | - Zhenfei Yu
- Department of Intensive Care Medicine, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medicine University, 1630 Huanding Road, Shangcheng District, Hangzhou, 310044, Zhejiang, China
| | - Limei Yu
- Department of Intensive Care Medicine, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medicine University, 1630 Huanding Road, Shangcheng District, Hangzhou, 310044, Zhejiang, China
| | - Chen Li
- Department of Intensive Care Medicine, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medicine University, 1630 Huanding Road, Shangcheng District, Hangzhou, 310044, Zhejiang, China.
| |
Collapse
|
17
|
Bellissimo GF, Bailly A, Bourbeau K, Mermier C, Campitelli A, Berkemeier Q, Specht J, Smith J, Ducharme J, Stork MJ, Little JP, Kravitz L, de Castro Magalhães F, Gibson A, Amorim F. Impact of exercise video-guided bodyweight interval training on psychophysiological outcomes in inactive adults with obesity. Front Physiol 2025; 16:1527171. [PMID: 40247925 PMCID: PMC12003972 DOI: 10.3389/fphys.2025.1527171] [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: 11/12/2024] [Accepted: 03/03/2025] [Indexed: 04/19/2025] Open
Abstract
Purpose Determine the impact of a 6-week YouTube-instructed bodyweight interval training (BW-IT) program on cardiometabolic health, muscular strength, and factors related to exercise adherence in adults with obesity. Methods Fourteen adults (30.7 ± 10.3 yrs, BMI 35.5 ± 5.4 kg/m2) participated in this study. The BW-IT program progressed bi-weekly from a 1:3 to 1:1 work-to-rest ratio, using maximum effort intervals of high knees, squat jumps, scissor jacks, jumping lunges, and burpees. Pre- and post-intervention measures included peak oxygen consumption (V ˙ O2peak), relative quadriceps isometric muscular strength, waist circumference (WC), body composition via bioelectrical impedance, and cardiometabolic blood markers (blood glucose, insulin, lipid panel, and C-reactive protein). Self-efficacy (task and scheduling) and physical activity enjoyment (PACES) were also assessed. Results Relative isometric muscular strength increased by 12.5% (p = 0.02, dz 0.4) and absoluteV ˙ O2peak by 4.2% (p = 0.03, dz = 0.2). WC reduced by 2.1% (p < 0.001, dz = 0.2). Task self-efficacy was similar pre- to post-intervention (p = 0.53, dz = 0.2), while scheduling self-efficacy was reduced (p < 0.004, dz = 1.1). PACES scores were 9.6% higher week one compared to week six of BW-IT (p = 0.003, dz = 0.6). No changes occurred in body composition or cardiometabolic blood markers. Conclusion In previously inactive adults with obesity, 18 sessions of YouTube-instructed bodyweight interval training elicited small to moderate effects on lower extremity muscular strength, cardiorespiratory fitness, and waist circumference. Future studies may benefit from longer interventions and adding a greater variety of calisthenics to determine interventions that improve physiological health and maintain or enhance factors associated with exercise adherence.
Collapse
Affiliation(s)
- Gabriella F. Bellissimo
- The College of Idaho, Caldwell, ID, United States
- University of New Mexico, Albuquerque, NM, United States
| | - Alyssa Bailly
- University of New Mexico, Albuquerque, NM, United States
| | | | | | | | | | | | - Jessica Smith
- University of New Mexico, Albuquerque, NM, United States
- SUNY Oneonta, Oneonta, NY, United States
| | | | | | | | - Len Kravitz
- University of New Mexico, Albuquerque, NM, United States
| | | | - Ann Gibson
- University of New Mexico, Albuquerque, NM, United States
| | - Fabiano Amorim
- University of New Mexico, Albuquerque, NM, United States
| |
Collapse
|
18
|
Zhang Q, Zhou K, Li Y, Dong W, Sun Y, Wu H, Qiu X, Liu Z, Zhang Y. Associations between the triglyceride-glucose index and the risk of heart failure in patients undergoing maintenance hemodialysis: a retrospective cohort study. Front Endocrinol (Lausanne) 2025; 16:1544591. [PMID: 40248153 PMCID: PMC12003116 DOI: 10.3389/fendo.2025.1544591] [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: 12/20/2024] [Accepted: 03/11/2025] [Indexed: 04/19/2025] Open
Abstract
Background Although the triglyceride-glucose (TyG) index levels have been shown to be a reliable predictor of major adverse cardiovascular events (MACE), few studies have investigated their association with heart failure (HF), especially in patients on dialysis. We therefore aimed to investigate the relationship between the TyG index and the incidence of HF in patients undergoing maintenance hemodialysis (MHD). Methods A total of 183 participants who underwent MHD in the Blood Purification Center of the Affiliated Hospital of Xuzhou Medical University from September 2008 to October 2023 were included and followed up until March 2024. The TyG index was calculated as ln [fasting triglycerides (mg/dL) × fasting blood glucose (mg/dL)/2]. Participants were divided into two different groups according to the TyG index. The primary endpoint of this study was newly diagnosed HF events during the follow-up period. Cox proportional hazard models were used to examine the association between the TyG index and the risk of incident HF. To assess the dose-response relationship between TyG index and risk of HF, restricted cubic spline analysis was used. Results Among the 183 participants, there were 61 incident cases of HF during a median follow-up period of 57 months. In comparison to the group with a lower TyG index, participants with a higher TyG index had a higher risk of HF (HR=2.590, 95%CI=1.490-4.500), regardless of whether a variety of potential confounders were adjusted. The association between TyG index and HF (P for non-linearity > 0.05) was confirmed by restricted cubic spline analysis. Conclusion The TyG index was positively associated with the risk of incident HF in patients undergoing MHD, which indicates that the TyG index might be useful to identify people at high-risk for developing HF.
Collapse
Affiliation(s)
- Qiuyue Zhang
- The Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Kai Zhou
- The Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Yuchen Li
- The Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Wen Dong
- The Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Yimiao Sun
- The Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Hui Wu
- The Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Xiaonan Qiu
- The Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Zhiyuan Liu
- Sihong People’s Hospital, Suqian, Jiangsu, China
| | - Ying Zhang
- The Affliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| |
Collapse
|
19
|
Weng J, Dong W, Liao R, Zheng Y, Fang X, You J, Wang Z, Zuo Y, Chen X, Peng X. High triglyceride-to-high-density lipoprotein cholesterol ratio predicts poor prognosis in new-onset heart failure: a retrospective study. BMC Cardiovasc Disord 2025; 25:251. [PMID: 40175907 PMCID: PMC11963554 DOI: 10.1186/s12872-025-04706-8] [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: 01/31/2025] [Accepted: 03/25/2025] [Indexed: 04/04/2025] Open
Abstract
BACKGROUND There is limited research on the relationship between the triglyceride-to-high-density lipoprotein cholesterol (TG/HDL-C) ratio and outcomes in new-onset heart failure (HF). Therefore, this study aimed to explore the association between TG/HDL-C ratio and clinical outcomes in these patients. METHODS A retrospective cohort of 614 adults with new-onset HF hospitalized at The First Affiliated Hospital of Nanchang University between July 2021 and December 2022 was analyzed. The primary endpoint was major adverse cardiovascular events (MACE), defined as cardiovascular (CV) death and HF rehospitalizations within 12 months after discharge. Kaplan-Meier (K-M) curves, restricted cubic spline (RCS) analysis, and Cox regression evaluated the association between TG/HDL-C ratio and MACE risk. RESULTS Patients were divided into four quartiles (Quartile 1, 2,3 and 4) based on their TG/HDL-C ratios. The mean age was 68.94 ± 14.34 years, with 59.12% male. The mean left ventricular ejection fraction (LVEF) was 46.59 ± 10.89%, with 45.11% having an LVEF ≤ 40%. During the 12-month follow-up, 156 patients experienced MACE, comprising 18 CV deaths and 138 HF rehospitalizations. The Quartile 4 group had the highest MACE risk incidence compared to other groups (P < 0.001). K-M analysis confirmed that the Quartile 4 group was associated with an increased cumulative incidence of MACE, HF rehospitalization, and CV death (all P < 0.001). RCS analysis revealed a positive nonlinear relationship between the TG/HDL-C ratio and MACE risk (P for nonlinear = 0.026), with a sharp risk increase above a ratio of 1.08. After adjustment, TG/HDL-C ratio was independently associated with MACE (HR: 1.44, 95% CI: 1.29-1.60). Compared to Quartile 1, adjusted HRs were significantly higher in Quartiles 2, 3, and 4 (all P < 0.005). CONCLUSIONS The TG/HDL-C ratio is independently associated with 12-month MACE risk in new-onset HF patients. It may serve as a simple, cost-effective marker to improve early risk stratification and guide closer monitoring and tailored management in this high-risk population.
Collapse
Affiliation(s)
- Junfei Weng
- The 1 st affiliated hospital, Jiangxi Medical College, Nanchang University, No. 461, Bayi Avenue, Nanchang City, 330006, Jiangxi Province, People's Republic of China
- The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17, Yongwaizheng Street, Donghu District, Nanchang City, 330006, Jiangxi Province, People's Republic of China
| | - Wei Dong
- The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17, Yongwaizheng Street, Donghu District, Nanchang City, 330006, Jiangxi Province, People's Republic of China
| | - Ruichun Liao
- The 1 st affiliated hospital, Jiangxi Medical College, Nanchang University, No. 461, Bayi Avenue, Nanchang City, 330006, Jiangxi Province, People's Republic of China
- The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17, Yongwaizheng Street, Donghu District, Nanchang City, 330006, Jiangxi Province, People's Republic of China
| | - Yaofu Zheng
- The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17, Yongwaizheng Street, Donghu District, Nanchang City, 330006, Jiangxi Province, People's Republic of China
| | - Xu Fang
- The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17, Yongwaizheng Street, Donghu District, Nanchang City, 330006, Jiangxi Province, People's Republic of China
| | - Jiaxiang You
- The 1 st affiliated hospital, Jiangxi Medical College, Nanchang University, No. 461, Bayi Avenue, Nanchang City, 330006, Jiangxi Province, People's Republic of China
- The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17, Yongwaizheng Street, Donghu District, Nanchang City, 330006, Jiangxi Province, People's Republic of China
| | - Zhichao Wang
- The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17, Yongwaizheng Street, Donghu District, Nanchang City, 330006, Jiangxi Province, People's Republic of China
| | - Yingbing Zuo
- The 1 st affiliated hospital, Jiangxi Medical College, Nanchang University, No. 461, Bayi Avenue, Nanchang City, 330006, Jiangxi Province, People's Republic of China
- The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17, Yongwaizheng Street, Donghu District, Nanchang City, 330006, Jiangxi Province, People's Republic of China
| | - Xuanying Chen
- The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17, Yongwaizheng Street, Donghu District, Nanchang City, 330006, Jiangxi Province, People's Republic of China
| | - Xiaoping Peng
- The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17, Yongwaizheng Street, Donghu District, Nanchang City, 330006, Jiangxi Province, People's Republic of China.
| |
Collapse
|
20
|
Nowak A, Podlewski J, Hubalewska-Dydejczyk A, Trofimiuk-Müldner M. The impact of insulin resistance on thyroid function and the prevalence of thyroid follicular nodular disease in pregnant women. Eur Thyroid J 2025; 14:e240317. [PMID: 40100858 PMCID: PMC12002732 DOI: 10.1530/etj-24-0317] [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: 10/13/2024] [Revised: 01/29/2025] [Accepted: 03/18/2025] [Indexed: 03/20/2025] Open
Abstract
Introduction Insulin resistance (IR) is a phenomenon commonly observed in pregnancy. Increased insulin concentrations might impact thyroid function and structure during gestation. Objectives This study investigates the bidirectional relationship between IR indices and thyroid function and morphology in pregnant women. Methods In 1,069 gravid participants of the Polish National Programme for Elimination of Iodine Deficiency (2007-2017), blood samples were analyzed for thyroid-stimulating hormone (TSH), FT3, FT4, aTPO, fasting glucose and insulin concentrations, and the thyroid structure was assessed with ultrasound (in 1,065 subjects). Based on calculated homeostatic model assessment of insulin resistance (HOMA-IR) values, participants were stratified into two subgroups: HOMA-nl (HOMA-IR <2.5) and HOMA-h (HOMA-IR ≥2.5), comprising 894 and 175 women, respectively. Results Significant difference in mean TSH (1.77 ± 1.17 vs 1.96 ± 1.04; P = 0.008) and mean FT4 (12.65 ± 2.3 vs 11.47 ± 1.9; P = 0.001) concentrations between HOMA-nl and HOMA-h groups was found. The subgroups did not differ in thyroid nodularity or multinodular goiter prevalence. HOMA-IR positively correlated with TSH concentrations, BMI and thyroid volume. Serum FT3 and FT4 concentrations showed negative correlations with HOMA-IR. Conclusions IR seems to affect the thyroid function of gravid women by diminishing the ability to respond to increased thyroid hormone demand. Thyroid volume increase during pregnancy may be influenced by IR; however, its short-term effect on thyroid nodularity appears to be negligible.
Collapse
Affiliation(s)
- Andrzej Nowak
- Medical University of Warsaw, Department of Gynecological Endocrinology, Warszawa, Poland
| | | | | | | |
Collapse
|
21
|
Bai W, Chen H, Wan H, Ye X, Ling Y, Xu J, Guo X, He J. Association between the triglyceride glucose-body roundness index and the incidence of cardiovascular disease among Chinese middle and old-aged adults: a nationwide prospective cohort study. Acta Diabetol 2025:10.1007/s00592-025-02499-y. [PMID: 40167638 DOI: 10.1007/s00592-025-02499-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Accepted: 03/22/2025] [Indexed: 04/02/2025]
Abstract
AIM Previous studies have suggested that the triglyceride glucose (TyG) index and body roundness index (BRI) are indicators of insulin resistance (IR) and are associated with the incidence of cardiovascular disease (CVD) among middle and old-aged adults. BRI is considered a more accurate indicator of the proportion of body fat and visceral fat than body mass index (BMI). However, it remains unclear whether the combined use of the TyG index and BRI, specifically the triglyceride glucose-body roundness index (TyG-BRI), is associated with the incidence of CVD among Chinese middle and old-aged adults. METHODS Data were obtained from the China Health and Retirement Longitudinal Study (CHARLS). The TyG-BRI index was computed using baseline measurements of triglycerides, fasting blood glucose, waist circumference, and height. Cox proportional hazards regression and restricted cubic spline (RCS) regression analyses were applied to assess the association between the TyG-BRI index and incident CVD (defined as cardiac events or stroke). RESULTS A total of 8,113 Chinese adults participated in this study, with a median age of 58 years, including 56.3% males. The fully adjusted Cox regression analysis revealed that individuals in the highest quartile (Q4) of the TyG-BRI index had a 59.1% increased risk of developing incident CVD compared to those in the lowest quartile (HR, 1.591 [95% CI, 1.330-1.902]). The TyG-BRI index showed a significant linear association with CVD incidence (P for nonlinearity = 0.447, P < 0.001). This association persisted after conducting subgroup and sensitivity analyses. CONCLUSIONS This study introduced a novel TyG-BRI index, which integrated IR and body roundness as a comprehensive indicator, demonstrating its strong and independent association with increased CVD risk in a Chinese nationwide cohort. Our findings provide new insights into the interaction between metabolic dysfunction and cardiovascular risk, suggesting that the TyG-BRI index could serve as a practical tool for targeted preventive interventions.
Collapse
Affiliation(s)
- Wangyang Bai
- School of Medicine, Tongji University, Shanghai, China
| | - Hangqi Chen
- School of Medicine, Tongji University, Shanghai, China
| | - Huiqin Wan
- School of Medicine, Tongji University, Shanghai, China
| | - Xiaofei Ye
- Department of Health Statistics, Naval Medical University, Shanghai, China
| | - Yi Ling
- College of Basic Medical Sciences, Naval Medical University, Shanghai, China
| | - Jinfang Xu
- Department of Health Statistics, Naval Medical University, Shanghai, China
| | - Xiaojing Guo
- Department of Health Statistics, Naval Medical University, Shanghai, China.
| | - Jia He
- School of Medicine, Tongji University, Shanghai, China.
- Department of Health Statistics, Naval Medical University, Shanghai, China.
| |
Collapse
|
22
|
Sergi D, Spaggiari R, Dalla Nora E, Angelini S, Castaldo F, Omenetto A, Stifani G, Sanz JM, Passaro A. HOMA-IR and TyG index differ for their relationship with dietary, anthropometric, inflammatory factors and capacity to predict cardiovascular risk. Diabetes Res Clin Pract 2025; 222:112103. [PMID: 40107622 DOI: 10.1016/j.diabres.2025.112103] [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: 01/29/2025] [Revised: 03/10/2025] [Accepted: 03/13/2025] [Indexed: 03/22/2025]
Abstract
BACKGROUND HOMA-IR and the triglyceride-glucose index (TyG index) are surrogate indexes of insulin resistance. However, it remains to elucidate how HOMA-IR and the TyG index compare for their relationship with cardiometabolic health. AIM This study aimed at comparing HOMA-IR and the TyG index with regard to their relationship with anthropometric, dietary and inflammatory factors as well as ability to predict cardiovascular risk. METHODS 438 subjects aged 55-80 years, underwent anthropometric, metabolic and nutritional characterisation. Spearman's correlation coefficient was used to evaluate the association between the parameters of interest. Predictors of HOMA-IR, the TyG index and the 10-year risk of cardiovascular events were investigated using stepwise multivariable regression analysis. RESULTS HOMA-IR and TyG index correlated positively with body mass index, waist circumference, fat mass, systolic and diastolic blood pressure, interleukin-18 and C-reactive protein. However, only HOMA-IR correlated with dietary factors. After adjusting for age and sex, waist circumference and interleukin-18 were stronger predictors of HOMA-IR compared to the TyG index. Instead, the TyG index, but not HOMA-IR, emerged as a predictor of cardiovascular risk. CONCLUSIONS The TyG index represents a better predictor of cardiovascular risk compared to HOMA-IR which, instead, exhibits a stronger relationship with anthropometric, inflammatory and nutritional variables.
Collapse
Affiliation(s)
- Domenico Sergi
- Department of Translational Medicine, University of Ferrara 44121 Ferrara, Italy
| | - Riccardo Spaggiari
- Department of Translational Medicine, University of Ferrara 44121 Ferrara, Italy
| | - Edoardo Dalla Nora
- Department of Translational Medicine, University of Ferrara 44121 Ferrara, Italy
| | - Sharon Angelini
- Department of Translational Medicine, University of Ferrara 44121 Ferrara, Italy
| | - Fabiola Castaldo
- Department of Translational Medicine, University of Ferrara 44121 Ferrara, Italy
| | - Alice Omenetto
- Department of Translational Medicine, University of Ferrara 44121 Ferrara, Italy
| | - Gabriella Stifani
- Department of Translational Medicine, University of Ferrara 44121 Ferrara, Italy
| | - Juana Maria Sanz
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara 44121 Ferrara, Italy.
| | - Angelina Passaro
- Department of Translational Medicine, University of Ferrara 44121 Ferrara, Italy
| |
Collapse
|
23
|
Fanni G, Kvernby S, Radhi S, Mathioudaki A, Sundbom M, Haller S, Roman E, Wikström J, Lubberink M, Eriksson JW. Regional brain glucose uptake following gastric bypass surgery during normo- and hypoglycemic clamp: a pilot FDG-PET study. Endocrine 2025; 88:110-121. [PMID: 39644424 PMCID: PMC11933149 DOI: 10.1007/s12020-024-04127-1] [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: 08/26/2024] [Accepted: 11/30/2024] [Indexed: 12/09/2024]
Abstract
PURPOSE We aimed to characterize the RYGB-induced changes in the dynamics of brain glucose uptake. We addressed heterogeneity between brain regions during experimental normo- and hypoglycemia and explored associations with anthropometric and metabolic outcomes of RYGB. METHODS Analyses of regional brain glucose uptake were performed on 9 individuals with obesity and no diabetes, investigated with combined brain 18F-FDG-PET and fMRI during hyperinsulinemic normo- and hypoglycemic clamp, one month before and four months after RYGB. FDG clearance, reflecting glucose uptake rate, was assessed in 38 brain regions, covering all cortical areas and subcortical nuclei, during hyperinsulinemic normo- and hypoglycemia. Correlation analyses were performed to identify associations with other outcomes of RYGB. RESULTS FDG uptake rate during hypoglycemia was higher than during normoglycemia in all brain regions, both before and after RYGB. Moreover, in most regions and especially in cortical areas involved in inhibitory behavioral control, FDG uptake rate tended to be reduced after surgery during normoglycemia but elevated during hypoglycemia. However, these post-surgical changes in FDG uptake rate were opposite in the hypothalamus. Thus, the hypo-to-normoglycemia FDG clearance ratio tended to increase in all brain regions following RYGB, but not in the amygdala and the hypothalamus. Changes in regional FDG uptake rate after RYGB during normoglycemia were associated with weight loss and improved systemic insulin sensitivity. CONCLUSION Using dynamic FDG-PET, we show region-specific patterns of changes in glucose utilization following RYGB. In the hypothalamus, glucose uptake during normoglycemia tended to rise after RYGB while it was reduced in cortical regions involved in behavioral control. Following RYGB, the hypothalamus and amygdala, in contrast to other regions, displayed trends of reduced glucose uptake during hypoglycemia. These pilot results highlight the brain effects of RYGB and suggest behavioral and neuroendocrine adaptations which contribute to its antidiabetic effects.
Collapse
Affiliation(s)
- Giovanni Fanni
- Department of Medical Sciences, Clinical Diabetes and Metabolism, Uppsala University, Uppsala, Sweden
| | - Sofia Kvernby
- Department of Surgical Sciences, Molecular Imaging and Medical Physics, Uppsala University, Uppsala, Sweden
| | - Sadiq Radhi
- Department of Medical Sciences, Clinical Diabetes and Metabolism, Uppsala University, Uppsala, Sweden
| | - Argyri Mathioudaki
- Department of Medical Sciences, Clinical Diabetes and Metabolism, Uppsala University, Uppsala, Sweden
| | - Magnus Sundbom
- Department of Surgical Sciences, Surgery, Uppsala University, Uppsala, Sweden
| | - Sven Haller
- Department of Surgical Sciences, Neuroradiology, Uppsala University, Uppsala, Sweden
- CIMC-Centre d'Imagerie Médicale de Cornavin, Genève, Switzerland
| | - Erika Roman
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
- Department of Animal Biosciences, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Johan Wikström
- Department of Surgical Sciences, Neuroradiology, Uppsala University, Uppsala, Sweden
| | - Mark Lubberink
- Department of Surgical Sciences, Molecular Imaging and Medical Physics, Uppsala University, Uppsala, Sweden
| | - Jan W Eriksson
- Department of Medical Sciences, Clinical Diabetes and Metabolism, Uppsala University, Uppsala, Sweden.
| |
Collapse
|
24
|
Martinez Bravo G, Paramasivam P, Bellissimo GF, Jacquez Q, Zheng H, Amorim F, Kovell L, Alvidrez RIM. High-Intensity Interval Training Decreases Circulating HMGB1 in Individuals with Insulin Resistance: Plasma Lipidomics Correlate with Associated Cardiometabolic Benefits. FRONT BIOSCI-LANDMRK 2025; 30:31396. [PMID: 40152388 DOI: 10.31083/fbl31396] [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: 11/26/2024] [Revised: 01/17/2025] [Accepted: 01/25/2025] [Indexed: 03/29/2025]
Abstract
BACKGROUND Bodyweight high-intensity interval training (BW-HIIT) is an effective, time-efficient exercise method that reduces cardiovascular risk factors and improves muscle endurance without requiring external equipment. High mobility group box 1 (HMGB1) is a proinflammatory protein involved in insulin resistance. Previous studies revealed that HMGB1 knockout mice show improved insulin sensitivity and hyperglycemia. This study investigates whether BW-HIIT exercise can reduce proinflammatory markers, such as HMGB1, in individuals with insulin resistance. METHODS In total, 14 adults (2 male/12 female) aged 18 to 55 were subject to six weeks of BW-HIIT. Additionally, 10-week-old mice were subject to exercise conditioning (5 mice per group (all male)) for 4 weeks of treadmill exercise or sedentary. Human and mouse pre- and post-exercise serum/plasma samples were analyzed for lipidomics, hormonal, and cytokine multiplex assays. Cardiometabolic parameters were also performed on human subjects. RESULTS Post-exercise decreased systolic blood pressure (SBP), cholesterol, triglycerides, high-density lipoprotein (HDL), and cholesterol/HDL ratio in human patients with insulin resistance. Meanwhile, hormones such as amylin, glucagon, and insulin all increased post-BW-HIIT or treadmill exercise in both human and mouse models. Moreover, circulating HMBG1 levels were reduced in insulin-resistant individuals and mice after exercise. Furthermore, treadmill exercise by the animal model increased anti-inflammatory cytokines, including interleukin (IL)-10, IL-12p40, and IL-12p70, and reduced proinflammatory cytokines: eotaxin, IL-2, and macrophage inflammatory protein (MIP)-2 or CXCL2. CONCLUSIONS Six weeks of BW-HIIT exercise can improve cardiometabolic health, anti-inflammatory markers, hormones, and insulin sensitivity in human and mouse models undergoing exercise. Changes in circulating HMBG1 levels following BW-HIIT exercise make HMGB1 a suitable marker for cardiometabolic disease, potentiating its role beyond an alarmin. Further studies are needed to confirm these effects and to elucidate the underlying physiological mechanisms.
Collapse
Affiliation(s)
- Gabriela Martinez Bravo
- Pharmaceutical Sciences, College of Pharmacy, University of New Mexico, Albuquerque, NM 87106, USA
- Biomedical Engineering Department, University of New Mexico, Albuquerque, NM 87131, USA
- Clinical and Translational Sciences Center, University of New Mexico, Albuquerque, NM 87131, USA
| | - Prabu Paramasivam
- Pharmaceutical Sciences, College of Pharmacy, University of New Mexico, Albuquerque, NM 87106, USA
- Clinical and Translational Sciences Center, University of New Mexico, Albuquerque, NM 87131, USA
| | - Gabriella F Bellissimo
- Health, Exercise and Sports Sciences, University of New Mexico, Albuquerque, NM 87131, USA
| | - Quiteria Jacquez
- Pharmaceutical Sciences, College of Pharmacy, University of New Mexico, Albuquerque, NM 87106, USA
- Clinical and Translational Sciences Center, University of New Mexico, Albuquerque, NM 87131, USA
| | - Huayu Zheng
- Pharmaceutical Sciences, College of Pharmacy, University of New Mexico, Albuquerque, NM 87106, USA
| | - Fabiano Amorim
- Health, Exercise and Sports Sciences, University of New Mexico, Albuquerque, NM 87131, USA
| | - Lara Kovell
- Cardiovascular Medicine, UMass Chan Medical School, Worcester, MA 01655, USA
| | - Roberto Ivan Mota Alvidrez
- Pharmaceutical Sciences, College of Pharmacy, University of New Mexico, Albuquerque, NM 87106, USA
- Biomedical Engineering Department, University of New Mexico, Albuquerque, NM 87131, USA
- Clinical and Translational Sciences Center, University of New Mexico, Albuquerque, NM 87131, USA
- Cardiovascular and Metabolic Diseases (CVMD) Signature Program, University of New Mexico, Albuquerque, NM 87131, USA
- Autophagy, Inflammation, Metabolism CoBRE, University of New Mexico, Albuquerque, NM 87131, USA
| |
Collapse
|
25
|
Liu H, Li Y, Deng Y, Liang Z, Feng S, Fu M. Association between metabolic score for insulin resistance and prevalence of sarcopenia in US adults: A study based on NHANES 2011 to 2018. Medicine (Baltimore) 2025; 104:e41863. [PMID: 40101023 PMCID: PMC11922397 DOI: 10.1097/md.0000000000041863] [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: 08/13/2024] [Accepted: 02/26/2025] [Indexed: 03/20/2025] Open
Abstract
This cross-sectional study analyzed National Health and Nutrition Examination Survey data from 2011 to 2018, focusing on individuals aged ≥20 years. The association between metabolic score for insulin resistance (METS-IR) and sarcopenia was examined using weighted multivariable logistic regression, with dose-response relationships characterized by restricted cubic spline analysis. Subgroup and sensitivity analyses were performed, and receiver operating characteristic curve analysis assessed METS-IR's ability to detect sarcopenia, with the area under the curve used for evaluation. The study included 4553 participants (mean age, 40 years; 49.4% male and 50.6% female). In the descriptive analysis, METS-IR levels in sarcopenia (mean, 52.39) were significantly higher than METS-IR levels in nonsarcopenia (mean, 41.94), indicating an association with sarcopenia. A univariate logistic regression analysis showed that sarcopenia and METS-IR were positively correlated. Even after accounting for all variables, METS-IR maintained a stable positive correlation with the prevalence of sarcopenia (odds ratio, 1.06 [95% CI, 1.06-1.08]). The results remained stable when METS-IR was categorized into quartiles. METS-IR was found to positively correlate with sarcopenia prevalence using restricted cubic spline analysis. According to subgroup analysis, there is a consistent and stable positive correlation between the prevalence of sarcopenia and METS-IR. Sensitivity analysis showed that METS-IR and sarcopenia continued to have a significant positive connection even after excluding extreme findings. The area under the curve value of METS-IR in the receiver operating characteristic curve analysis was 0.7217, suggesting that METS-IR could be a useful predictor of sarcopenia.
Collapse
Affiliation(s)
- Hanhui Liu
- Department of Spinal Surgery, Foshan Fosun Chancheng Hospital, Foshan, China
| | - Yaqi Li
- Department of Spinal Surgery, Foshan Fosun Chancheng Hospital, Foshan, China
| | - Ye Deng
- Department of Spinal Surgery, Foshan Fosun Chancheng Hospital, Foshan, China
| | - Zhancheng Liang
- Department of Spinal Surgery, Foshan Fosun Chancheng Hospital, Foshan, China
| | - Shifeng Feng
- Department of Spinal Surgery, Foshan Fosun Chancheng Hospital, Foshan, China
| | - Meiqi Fu
- Department of Spinal Surgery, Foshan Fosun Chancheng Hospital, Foshan, China
| |
Collapse
|
26
|
Li X, Yang J, Tang Y, Liang X, Bai Z, Cheng H, Wang Y, Lyu J. The triglyceride glucose index and delirium risk in sepsis patients: A causal inference study. Nurs Crit Care 2025; 30:e13287. [PMID: 40011419 DOI: 10.1111/nicc.13287] [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: 07/10/2024] [Revised: 10/31/2024] [Accepted: 01/19/2025] [Indexed: 02/28/2025]
Abstract
BACKGROUND Sepsis, a grave systemic infection, presents substantial health challenges. While insulin resistance frequently occurs in sepsis conditions, its relationship with sepsis-associated delirium remains insufficiently explored. AIM This study aimed to explore the causal effect between the triglyceride glucose (TyG) index and its risk of delirium in patients with sepsis through the use of causal inference. STUDY DESIGN A cohort of 5461 sepsis patients admitted to the intensive care unit (ICU) was selected from the Medical Information Mart for Intensive Care IV database. Patients were grouped into high TyG (≥9.48) and low TyG (<9.48) categories. Propensity score matching was applied to control for confounders, and the average treatment effect on the treated was calculated. RESULTS Of the 5461 patients, 59.6% experienced delirium. The incidence of delirium was higher in the high TyG group (1751 patients; 66.6%) than in the low TyG group (56.3%) (p < .001). The results of the logistic regression analysis indicated that the risk of delirium was significantly higher in the high TyG group (adjusted odds ratio 1.34, 95% confidence interval: 1.16-1.53). Following matching, the delirium risk increased by 6.9% in the high TyG group (T = 3.29), a finding that was confirmed by a Rosenbaum sensitivity analysis. CONCLUSIONS The TyG index represents a straightforward and efficacious instrument for nursing staff to ascertain the likelihood of delirium in patients with sepsis during the routine monitoring of their condition. The ability to make causal inferences in observational studies provides a novel approach to research. RELEVANCE TO CLINICAL PRACTICE The TyG index represents a readily applicable instrument for ICU nurses to identify the risk of delirium in sepsis patients. This enables the possibility of early intervention in high-risk individuals and the optimization of care outcomes.
Collapse
Affiliation(s)
- Xinya Li
- School of Nursing, Jinan University, Guangzhou, China
| | - Junhua Yang
- Emergency Department, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Yonglan Tang
- School of Nursing, Jinan University, Guangzhou, China
| | - Xin Liang
- School of Nursing, Jinan University, Guangzhou, China
| | - Zihong Bai
- Department of Neurology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Hongtao Cheng
- School of Nursing, Jinan University, Guangzhou, China
- School of Nursing, Sun Yat-sen University, Guangzhou, China
| | - Yu Wang
- School of Nursing, Jinan University, Guangzhou, China
- Community Health Service Center, Jinan University, Guangzhou, China
- Department of School Clinic, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Jun Lyu
- Clinical Research Center, The First Affiliated Hospital of Jinan University, Guangzhou, China
- Key Laboratory of Regenerative Medicine of Ministry of Education, Guangzhou, China
| |
Collapse
|
27
|
Lee YH, Kang SH, Kim DK, Kim JS, Jeong KH, Kim YG, Lee DY, Ahn SY, Chung S, Sun IO, Lee MJ, Hwang HS. Cardiovascular risk prediction in hemodialysis patients using the triglyceride-glucose index: a multicenter prospective cohort study. Clin Kidney J 2025; 18:sfaf016. [PMID: 40052161 PMCID: PMC11883225 DOI: 10.1093/ckj/sfaf016] [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: 09/27/2024] [Indexed: 03/09/2025] Open
Abstract
Background Triglyceride-glucose (TyG) index has recently been established as an indicator of insulin resistance and has predictive value for cardiovascular (CV) disease. However, the clinical significance of the TyG index in patients undergoing hemodialysis remains unknown. Methods We prospectively enrolled 759 patients undergoing maintenance hemodialysis. The participants were divided into tertiles based on their baseline TyG index. Echocardiographic parameters, vascular calcification scores, and several plasma biomarkers were obtained and compared using the TyG index. Results The TyG index was positively correlated with levels of circulating vascular pathologic markers, endostatin (ρ = 0.134, P = .025) and vascular adhesion protein-1 (ρ = 0.130, P = .012), but not with vascular calcification score. The TyG index was not correlated with any echocardiographic parameters. Patients in tertile 3 showed the highest cumulative event rates of CV and cardiac events (P < .001 and P = .001, respectively). In the multivariable Cox regression analysis, patients in the TyG index tertile 3 had a significantly increased risk of CV and cardiac events compared to those in the TyG index tertile 1 [adjusted hazard ratio (HR): 1.89, 95% confidence interval (CI): 1.08-3.30, and adjusted HR: 2.01, 95% CI: 1.05-3.82, respectively]. A 1 standard deviation increase in the TyG index was also associated with significantly higher risks of CV and cardiac events. Conclusions The TyG index was associated with vascular pathology markers and an increased risk of adverse CV outcomes in patients undergoing hemodialysis. Our study suggests that the TyG index has the potential to assist clinicians in identifying a high CV risk in hemodialysis patients.
Collapse
Affiliation(s)
- Yu Ho Lee
- Division of Nephrology, Department of Internal Medicine, CHA Bundang Medical Center, CHA University, Seongnam, Republic of Korea
| | - Seok Hui Kang
- Department of Nephrology, Department of Internal Medicine, Yeungnam University Medical Center, Daegu, Republic of Korea
| | - Dae Kyu Kim
- Division of Nephrology, Department of Internal Medicine, Kyung Hee University School of Medicine, Kyung Hee University Medical Center, Seoul, Republic of Korea
| | - Jin Sug Kim
- Division of Nephrology, Department of Internal Medicine, Kyung Hee University School of Medicine, Kyung Hee University Medical Center, Seoul, Republic of Korea
| | - Kyung Hwan Jeong
- Division of Nephrology, Department of Internal Medicine, Kyung Hee University School of Medicine, Kyung Hee University Medical Center, Seoul, Republic of Korea
| | - Yang Gyun Kim
- Division of Nephrology, Department of Internal Medicine, Kyung Hee University School of Medicine, Kyung Hee University Medical Center, Seoul, Republic of Korea
| | - Dong-Young Lee
- Division of Nephrology, Department of Internal Medicine, Veterans Health Service Medical Center, Seoul, Republic of Korea
| | - Shin Young Ahn
- Division of Nephrology, Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Sungjin Chung
- Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - In O Sun
- Division of Nephrology, Department of Internal Medicine, Presbyterian Medical Center, Jeonju, Republic of Korea
| | - Min-Jeong Lee
- Department of Nephrology, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Hyeon Seok Hwang
- Division of Nephrology, Department of Internal Medicine, Kyung Hee University School of Medicine, Kyung Hee University Medical Center, Seoul, Republic of Korea
| |
Collapse
|
28
|
Liu J, Fu Y, Liang P, Song Z, Li Y, Wu H. The association between novel metabolic parameters and all-cause/cardiovascular mortality in patients with metabolic syndrome is modified by age. Cardiovasc Diabetol 2025; 24:96. [PMID: 40022121 PMCID: PMC11871838 DOI: 10.1186/s12933-025-02587-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: 10/31/2024] [Accepted: 01/07/2025] [Indexed: 03/03/2025] Open
Abstract
BACKGROUND Triglyceride glucose index (TyG) serves as an effective parameter for assessing metabolic status. However, it remains uncertain whether TyG and other metabolic parameters can predict clinical outcomes in people with metabolic syndrome (MetS). We investigated the association of TyG, triglyceride glucose-waist to height ratio (TyG-WHtR), and metabolic score for insulin resistance (METS-IR) with all-cause and cardiovascular mortality in the MetS cohort and determined whether this association changes with age. METHOD Participants enrolled in the National Health and Nutrition Examination Survey (NHANES) between 2001 and 2018 were selected and categorized into two groups: younger individuals (age < 65 years) and older individuals (age ≥ 65 years). Three new metabolic indices of TyG, TyG-WHtR, and METS-IR were constructed. The weighted Cox proportional hazards model and restricted cubic spline (RCS) models were employed to evaluate the relation between three indices and mortality outcomes. The time-dependent receiver operating characteristic (ROC) curve assessed the ability of different indices to predict mortality. Sensitivity analysis was conducted to evaluate the robustness and reliability of the findings. RESULTS The study comprised a total of 8271 participants, including 5456 younger participants and 2815 older participants, and 1407 deaths were observed over a median follow-up period of 8.3 years. Compared with the first quartile (Q1), the fourth quartile's (Q4) TyG, TyG-WHtR, and METS-IR were linked to an increased risk of all-cause mortality (HR 1.63, 95% CI 1.12-2.39; HR 2.78, 95% CI 1.68-4.61; HR 1.36, 95% CI 1.12-2.02, respectively) and cardiovascular mortality (HR 2.04, 95% CI 1.15-4.90; HR 4.99, 95% CI 1.76-14.11; HR 2.69, 95% CI 1.89-8.15, respectively) in the younger group but not in the older group. The RCS results showed no significant non-linear associations between TyG, TyG-WHtR, METS-IR, and all-cause (P = 0.082; P = 0.712; P = 0.062, respectively) or cardiovascular mortality (P = 0.176; P = 0.793; P = 0.482, respectively) in the older age group. TyG-WHtR demonstrated the highest area under the curve for predicting 3-year mortality in the younger age group, with values of 0.653 for all-cause mortality and 0.688 for cardiovascular mortality. CONCLUSION Our results highlight the predictive value of TyG, TyG-WHtR, and METS-IR in the MetS population, providing new evidence for medical practice and public health.
Collapse
Affiliation(s)
- Jiajun Liu
- Shanghai University of Traditional Chinese Medicine, Shenzhen Hospital, Shenzhen, China
- Luohu District Hospital of Traditional Chinese Medicine, Shenzhen, China
| | - Yihui Fu
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Pengpeng Liang
- Shanghai University of Traditional Chinese Medicine, Shenzhen Hospital, Shenzhen, China
- Luohu District Hospital of Traditional Chinese Medicine, Shenzhen, China
| | - Zhangxiao Song
- Shanghai University of Traditional Chinese Medicine, Shenzhen Hospital, Shenzhen, China
- Luohu District Hospital of Traditional Chinese Medicine, Shenzhen, China
| | - Yue Li
- Shanghai University of Traditional Chinese Medicine, Shenzhen Hospital, Shenzhen, China.
- Luohu District Hospital of Traditional Chinese Medicine, Shenzhen, China.
| | - Hongyan Wu
- Shanghai University of Traditional Chinese Medicine, Shenzhen Hospital, Shenzhen, China.
- Luohu District Hospital of Traditional Chinese Medicine, Shenzhen, China.
| |
Collapse
|
29
|
Li J, Li Z, Yang Q. Association between the triglyceride-glucose index and the severity of coronary artery disease in patients with type 2 diabetes mellitus and coronary artery disease: a retrospective study. Acta Cardiol 2025; 80:6-12. [PMID: 39450571 DOI: 10.1080/00015385.2024.2413737] [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: 06/10/2024] [Revised: 09/08/2024] [Accepted: 10/02/2024] [Indexed: 10/26/2024]
Abstract
BACKGROUND Type 2 diabetes mellitus (T2DM) is a primary contributor to coronary artery disease (CAD). Insulin resistance (IR) is a hallmark of T2DM and a significant risk factor for the progression of CAD. The triglyceride-glucose (TyG) index is a new alternative indicator to identify IR. We aimed to explore the association between the TyG index and severity of CAD in patients with T2DM. METHODS 280 inpatients with T2DM were enrolled from November 2019 to November 2022, classified into the CAD group (n = 175) and non-CAD group (n = 105). The TyG index and SYNTAX score were calculated. According to SYNTAX score, patients were further classified into the mid-CAD group (n = 97) and moderate to severe CAD group (n = 78). RESULTS A significant positive correlation between the TyG index and SYNTAX score was found in the CAD group (r = 0.70, p < 0.01). The TyG index predicted the presence of moderate to severe CAD significantly, and the area under the ROC curve was 0.79 (95% CI: 0.71-0.85, p < 0.01). The higher LDL-C and TyG index, the higher risk of developing moderate to severe CAD (OR = 4.40, 95% CI 1.28 - 15.16, p = 0.02; OR = 9.00, 95% CI 3.69 - 21.96, p < 0.01). CONCLUSIONS There was a significantly positive correlation between the TyG index and SYNTAX score in T2DM patients who developed CAD; the TyG index could predict a mid/high SYNTAX score (≥ 23) and increase the risk of moderate to severe CAD.
Collapse
Affiliation(s)
- Jing Li
- Department of Cardiovascular Internal Medicine, NHC Key Laboratory of Hormones and Development, Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien-I Memorial Hospital & Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, P.R. China
| | - Zhu Li
- Department of Cardiovascular Internal Medicine, NHC Key Laboratory of Hormones and Development, Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien-I Memorial Hospital & Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, P.R. China
| | - Qin Yang
- Department of Cardiovascular Internal Medicine, NHC Key Laboratory of Hormones and Development, Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien-I Memorial Hospital & Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, P.R. China
| |
Collapse
|
30
|
Budak GG, Vatan A, Güçlü E, Karabay O. Concordance between homeostatic model assessment and triglyceride glucose index in assessing insulin resistance among HIV-infected patients. Saudi Med J 2025; 46:157-162. [PMID: 39933767 PMCID: PMC11822928 DOI: 10.15537/smj.2025.46.2.20240769] [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] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Accepted: 01/14/2025] [Indexed: 02/13/2025] Open
Abstract
OBJECTIVES To evaluate the concordance between the triglyceride glucose (TyG) index and the homeostatic model assessment of insulin resistance (HOMA-IR) in assessing insulin resistance (IR) in people living with HIV (PLWH). Additionally, we aimed to estimate a cut-off value for the TyG index in PLWH. METHODS This retrospective, observational study included medical records of patients diagnosed with HIV at Sakarya Training and Research Hospital from January 2019 to January 2024. Based on their HOMA-IR levels, PLWH patients were divided into 2 groups: Group A (patients without IR) and Group B (patients with IR). RESULTS In this study, insulin resistance was investigated in 147 people living with HIV (PLWH) between the ages of 18-68. Our results showed a significant positive linear relationship between HOMA-IR and the TyG index (r=0.628, p<0.001). We found the TyG Index cut-off value to predict IR in people living with HIV (PLWH) to be 8.25. CONCLUSION Our study identified correlation between the TyG index and HOMA IR index in PLWH. The TyG index may serve as an effective alternative to HOMA-IR for evaluating insulin resistance in PLWH.".
Collapse
Affiliation(s)
- Gokcen Gurkok Budak
- From the Department of Infectious Diseases and Clinical Microbiology, Sakarya University Training and Research Hospital, Sakarya, Turkey.
| | - Aslı Vatan
- From the Department of Infectious Diseases and Clinical Microbiology, Sakarya University Training and Research Hospital, Sakarya, Turkey.
| | - Ertuğrul Güçlü
- From the Department of Infectious Diseases and Clinical Microbiology, Sakarya University Training and Research Hospital, Sakarya, Turkey.
| | - Oğuz Karabay
- From the Department of Infectious Diseases and Clinical Microbiology, Sakarya University Training and Research Hospital, Sakarya, Turkey.
| |
Collapse
|
31
|
Mertens J, Roosens L, Braspenning R, Vandebeeck J, Francque S, De Block C. The 13C Glucose Breath Test Accurately Identifies Insulin Resistance in People With Type 1 Diabetes. J Clin Endocrinol Metab 2025; 110:e432-e442. [PMID: 38487831 DOI: 10.1210/clinem/dgae175] [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: 10/06/2023] [Indexed: 01/22/2025]
Abstract
OBJECTIVE This study investigated whether the delta-over-baseline of exhaled 13CO2 (Δ13CO2), generated from a 13C glucose breath test (13C-GBT), measured insulin resistance (IR) in people with type 1 diabetes, using the hyperinsulinemic-euglycemic clamp (HEC) as a reference method. The secondary objective was to compare the 13C-GBT with the estimated glucose disposal rate (eGDR). METHODS A 40 mU/m2/min HEC and 2 separate 13C-GBTs (euglycemic with insulin bolus and hyperglycemic without bolus) were consecutively performed in 44 adults with type 1 diabetes with varying body compositions. eGDR was calculated based on hemoglobin A1c (HbA1c), presence of hypertension, and waist circumference. RESULTS The mean glucose disposal rate (M-value) was 5.9 ± 3.1 mg/kg/min and mean euglycemic Δ13CO2 was 6.4 ± 2.1 δ‰, while median eGDR was 5.9 [4.3-9.8] mg/kg/min. The hyperglycemic Δ13CO2 did not correlate with the M-value, while the euglycemic Δ13CO2 and the M-value correlated strongly (r = 0.74, P < .001). The correlation between M-value and eGDR was more moderate (Spearman's rho = 0.63, P < .001). Linear regression showed an association between Δ13CO2 and M-value, adjusted for age, sex, and HbA1c ]adjusted R² = 0.52, B = 1.16, 95% confidence interval (CI) .80-1.52, P < .001]. The area under the receiver-operator characteristics curve for Δ13CO2 to identify subjects with IR (M-value < 4.9 mg/kg/min) was 0.81 (95% CI .68-.94, P < .001). The optimal cut-off for Δ13CO2 to identify subjects with IR was ≤ 5.8 δ‰. CONCLUSION Under euglycemic conditions, the 13C-GBT accurately identified individuals with type 1 diabetes and concurrent IR, suggesting its potential as a valuable noninvasive index. Clinical Trial Identifier: NCT04623320.
Collapse
Affiliation(s)
- Jonathan Mertens
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, 2650 Edegem, Belgium
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, 2650 Edegem, Belgium
- Laboratory of Experimental Medicine and Paediatrics, University of Antwerp, 2610 Wilrijk, Belgium
| | - Laurence Roosens
- Laboratory of Clinical Chemistry, Antwerp University Hospital, 2650 Edegem, Belgium
| | - Rie Braspenning
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, 2650 Edegem, Belgium
| | - Joeri Vandebeeck
- Laboratory of Clinical Chemistry, Antwerp University Hospital, 2650 Edegem, Belgium
| | - Sven Francque
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, 2650 Edegem, Belgium
- Laboratory of Experimental Medicine and Paediatrics, University of Antwerp, 2610 Wilrijk, Belgium
| | - Christophe De Block
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, 2650 Edegem, Belgium
- Laboratory of Experimental Medicine and Paediatrics, University of Antwerp, 2610 Wilrijk, Belgium
| |
Collapse
|
32
|
Qiao Y, Wang Y, Chen C, Huang Y, Zhao C. Association between triglyceride-glucose (TyG) related indices and cardiovascular diseases and mortality among individuals with metabolic dysfunction-associated steatotic liver disease: a cohort study of UK Biobank. Cardiovasc Diabetol 2025; 24:12. [PMID: 39806394 PMCID: PMC11730479 DOI: 10.1186/s12933-024-02572-w] [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: 10/29/2024] [Accepted: 12/31/2024] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND Triglyceride-glucose (TyG) related indices, which serve as simple markers for insulin resistance, have been closely linked to metabolic dysfunction-associated steatotic liver disease (MASLD), cardiovascular disease (CVD), and mortality. However, the prognostic utility of TyG-related indices in predicting the risk of CVD and mortality among patients with MASLD remains unclear. METHODS Data of 97,331 MASLD patients, with a median age of 58.0 years and free of CVD at baseline, were obtained from the UK Biobank. The TyG index, along with its combination with adiposity parameters (i.e. body mass index [BMI], waist circumference [WC], and waist-to-height ratio [WHtR]), were calculated. Cox proportional hazards models and restricted cubic spline (RCS) were performed to evaluate the associations between TyG-related indices and the risk of overall CVD, coronary heart disease (CHD), stroke, all-cause mortality, and cardiovascular mortality. Additionally, Harrell's C-index, net reclassification index (NRI), and integrated discrimination improvement index (IDI) were used to assess the predictive performance of these indices. RESULTS Over a median follow-up of 13.56 years, we identified 13,256 cases of overall CVD, 10,980 CHD, 2,926 stroke, 8,809 all-cause mortality, and 1,796 cardiovascular mortality. Compared with the lowest quartile of TyG-related indices, participants with MASLD in the high quartile of TyG-related indices had a significantly increased risk of incident overall CVD, CHD, stroke, and mortality. Specifically, the hazard ratios of occurring overall CVD in the fourth versus the first quartiles were 1.19 (95% confidence interval: 1.13-1.25) for TyG, 1.35 (1.28-1.42) for TyG-BMI, 1.33 (1.26-1.40) for TyG-WC, and 1.39 (1.32-1.46) for TyG-WHtR. RCS analyses indicated a nonlinear association of TyG with CVD outcomes (all P values for nonlinearity < 0.05), whereas there exhibited linear trends in TyG-BMI, TyG-WC, and TyG-WHtR with CVD outcomes (all P values for nonlinearity > 0.05, except for TyG-WC with stroke). Furthermore, TyG-WC and TyG-WHtR demonstrated the significantly higher C-index, NRI, and IDI in predicting risk of CVD and mortality in MASLD patients. CONCLUSION TyG-related indices, especially TyG-WC and TyG-WHtR, had significant predictive values for the risk of incident CVD and mortality in individuals with MASLD. TyG-related indices may serve as effective surrogate predictors of CVD and mortality in MASLD patients.
Collapse
Affiliation(s)
- Yanan Qiao
- Departments of General Medicine, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, No. 26 Daoqian Street, Suzhou, 215001, Jiangsu, China
| | - Yue Wang
- Departments of General Medicine, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, No. 26 Daoqian Street, Suzhou, 215001, Jiangsu, China
| | - Cheng Chen
- Departments of General Medicine, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, No. 26 Daoqian Street, Suzhou, 215001, Jiangsu, China
| | - Yueqing Huang
- Departments of General Medicine, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, No. 26 Daoqian Street, Suzhou, 215001, Jiangsu, China.
| | - Chunhua Zhao
- Medical Big Data Center, Department of General Medicine, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, No. 26 Daoqian Street, Suzhou, 215001, Jiangsu, China.
| |
Collapse
|
33
|
Wu S, Wu Y, Fang L, Lu X. Association of insulin resistance surrogates with live birth outcomes in women with polycystic ovary syndrome undergoing in vitro fertilization. BMC Pregnancy Childbirth 2025; 25:25. [PMID: 39799297 PMCID: PMC11724488 DOI: 10.1186/s12884-024-07131-5] [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: 11/13/2024] [Accepted: 12/31/2024] [Indexed: 01/15/2025] Open
Abstract
BACKGROUND Insulin resistance (IR) is a common pathophysiologic feature in patients with polycystic ovary syndrome (PCOS). However, there have been no studies investigating the association of IR surrogates with pregnancy outcomes in women with PCOS undergoing in vitro fertilization (IVF). Therefore, we explored the association between these factors among PCOS patients. METHODS We conducted a retrospective study that included patients with PCOS who underwent IVF at a university-affiliated hospital. Blood samples and physical examinations are collected at reproductive center on fasting in the morning of the 2nd to 4th day of the menstrual cycle prior to medication. We categorized participants into "Non-IR group" (HOMA-IR < 2.2) and "IR group" (HOMA-IR ≥ 2.2). The association of IR surrogates [triglyceride-glucose-body mass index (TyG-BMI), triglyceride-glucose (TyG) and homeostasis model assessment (HOMA-IR)] with IVF outcomes was evaluated by regression model analysis. Moreover, we also performed sensitivity analyses with stratification and interaction tests. The primary outcome variable was the live birth rate. RESULTS A total of 543 PCOS patients were finally included in the study. In all three regression models for the fresh embryo transfer (ET) cycles, all three IR surrogates showed stable negative correlations with live birth rate (in Model III: TyG-BMI OR = 0.99, 95% CI: 0.98 ~ 0.99; TyG OR = 0.47, 95% CI: 0.27 ~ 0.82; HOMA-IR OR = 0.84, 95% CI: 0.72 ~ 0.97; all P < 0.05), and this association was stable across all subgroups of the population (all P-interaction > 0.05). However, this relationship did not exist in frozen-thawed embryo transfer (FET) cycles. Furthermore, our study found that TyG-BMI was superior to TyG and HOMA-IR in predicting the rate of live birth in fresh ET cycles [TyG-BMI: 0.64 (95% CI: 0.58, 0.69) vs. TyG: 0.61 (95% CI: 0.55, 0.67) vs. HOMA-IR: 0.60 (95% CI: 0.55, 0.67)]. CONCLUSIONS Our study revealed that the three IR surrogates (TyG-BMI, TyG and HOMA-IR) were negatively associated with the live birth rates in fresh ET cycles. However, this relationship did not exist in FET cycles. Furthermore, our study found that TyG-BMI was superior to TyG and HOMA-IR in predicting the rate of live birth in fresh ET cycles.
Collapse
Affiliation(s)
- Shenghao Wu
- Reproductive Medicine Center, Department of Obstetrics and Gynecology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China
| | - Yanhong Wu
- Reproductive Medicine Center, Department of Obstetrics and Gynecology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China
| | - Lizi Fang
- Reproductive Medicine Center, Department of Obstetrics and Gynecology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China
| | - Xiaosheng Lu
- Reproductive Medicine Center, Department of Obstetrics and Gynecology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325000, China.
| |
Collapse
|
34
|
Rayas M, Pezzica S, Honka H, Carli F, Peterson R, DeFronzo R, Gastaldelli A, Salehi M. GLP-1 enhances β-cell response to protein ingestion and bariatric surgery amplifies it. Obesity (Silver Spring) 2025; 33:104-115. [PMID: 39635951 DOI: 10.1002/oby.24182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2024] [Revised: 08/23/2024] [Accepted: 09/25/2024] [Indexed: 12/07/2024]
Abstract
OBJECTIVE The glycemic-independent actions of glucagon-like peptide-1 (GLP-1) in the prandial state in humans are unknown. We examined the contribution of GLP-1 to β-cell secretory response (primary endpoint) and glucose metabolism during protein ingestion under basal glycemia, as well as whether these responses are affected by rerouted gut after gastric bypass (GB) or sleeve gastrectomy (SG). METHODS Insulin secretion rate (ISR) and glucose fluxes during a 50-g oral protein load were compared among 10 nondiabetic individuals with GB, 9 with SG, and 7 non-operated controls (CN), with and without intravenous infusion of exendin(9-39) (Ex-9), a GLP-1 receptor (GLP-1R) antagonist. RESULTS Blocking GLP-1R increased glucose before and after protein ingestion and decreased β-cell sensitivity to glucose in the first 30 min of protein ingestion in all three groups (p < 0.05). Reduction in the premeal ISR by Ex-9 infusion was only observed in CN, whereas diminished prandial ISR3h by GLP-1R blockade was only observed in GB and SG (p < 0.05 for interaction). GLP-1R blockade enhanced post-protein insulin action in GB and SG, but not in CN, and exaggerated endogenous glucose production only GB (p < 0.05 for interaction). CONCLUSIONS These findings are consistent with both pancreatic and extra-pancreatic roles for GLP-1 during protein ingestion in humans that are exaggerated by bariatric surgery.
Collapse
Affiliation(s)
- Maria Rayas
- Department of Pediatrics, University of Texas Health at San Antonio, San Antonio, Texas, USA
| | - Samantha Pezzica
- Cardiometabolic Risk Unit, CNR Institute of Clinical Physiology, Pisa, Italy
| | - Henri Honka
- Division of Diabetes, Department of Medicine, University of Texas Health at San Antonio, San Antonio, Texas, USA
| | - Fabrizia Carli
- Cardiometabolic Risk Unit, CNR Institute of Clinical Physiology, Pisa, Italy
| | - Richard Peterson
- Department of Surgery, University of Texas Health at San Antonio, San Antonio, Texas, USA
| | - Ralph DeFronzo
- Division of Diabetes, Department of Medicine, University of Texas Health at San Antonio, San Antonio, Texas, USA
| | - Amalia Gastaldelli
- Cardiometabolic Risk Unit, CNR Institute of Clinical Physiology, Pisa, Italy
- Division of Diabetes, Department of Medicine, University of Texas Health at San Antonio, San Antonio, Texas, USA
| | - Marzieh Salehi
- Division of Diabetes, Department of Medicine, University of Texas Health at San Antonio, San Antonio, Texas, USA
- South Texas Veterans Health Care System, Audie Murphy Hospital, San Antonio, Texas, USA
| |
Collapse
|
35
|
Islam MS, Wei P, Suzauddula M, Nime I, Feroz F, Acharjee M, Pan F. The interplay of factors in metabolic syndrome: understanding its roots and complexity. Mol Med 2024; 30:279. [PMID: 39731011 DOI: 10.1186/s10020-024-01019-y] [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: 09/06/2024] [Accepted: 11/29/2024] [Indexed: 12/29/2024] Open
Abstract
Metabolic syndrome (MetS) is an indicator and diverse endocrine syndrome that combines different metabolic defects with clinical, physiological, biochemical, and metabolic factors. Obesity, visceral adiposity and abdominal obesity, dyslipidemia, insulin resistance (IR), elevated blood pressure, endothelial dysfunction, and acute or chronic inflammation are the risk factors associated with MetS. Abdominal obesity, a hallmark of MetS, highlights dysfunctional fat tissue and increased risk for cardiovascular disease and diabetes. Insulin, a vital peptide hormone, regulates glucose metabolism throughout the body. When cells become resistant to insulin's effects, it disrupts various molecular pathways, leading to IR. This condition is linked to a range of disorders, including obesity, diabetes, fatty liver disease, cardiovascular disease, and polycystic ovary syndrome. Atherogenic dyslipidemia is characterized by three key factors: high levels of small, low-dense lipoprotein (LDL) particles and triglycerides, alongside low levels of high-density lipoprotein (HDL), the "good" cholesterol. Such a combination is a major player in MetS, where IR is a driving force. Atherogenic dyslipidemia contributes significantly to the development of atherosclerosis, which can lead to cardiovascular disease. On top of that, genetic alteration and lifestyle factors such as diet and exercise influence the complexity and progression of MetS. To enhance our understanding and consciousness, it is essential to understand the fundamental pathogenesis of MetS. This review highlights current advancements in MetS research including the involvement of gut microbiome, epigenetic regulation, and metabolomic profiling for early detection of Mets. In addition, this review emphasized the epidemiology and fundamental pathogenesis of MetS, various risk factors, and their preventive measures. The goal of this effort is to deepen understanding of MetS and encourage further research to develop effective strategies for preventing and managing complex metabolic diseases.
Collapse
Affiliation(s)
- Md Sharifull Islam
- Center for Cancer Immunology, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China
- Department of Microbiology, Stamford University Bangladesh, 51, Siddeswari Road, Dhaka, 1217, Bangladesh
| | - Ping Wei
- Center for Cancer Immunology, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China
- Department of Pediatric Otolaryngology Head and Neck Surgery, West China Second University Hospital, Sichuan University, Chengdu, China
| | - Md Suzauddula
- Department of Food Nutrition Dietetics and Health, Kansas State University, Manhattan, KS, 66506, USA
| | - Ishatur Nime
- Key Laboratory of Environment Correlative Dietology, College of Food Science and Technology, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Farahnaaz Feroz
- Department of Microbiology, Stamford University Bangladesh, 51, Siddeswari Road, Dhaka, 1217, Bangladesh
| | - Mrityunjoy Acharjee
- Department of Microbiology, Stamford University Bangladesh, 51, Siddeswari Road, Dhaka, 1217, Bangladesh
| | - Fan Pan
- Center for Cancer Immunology, Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China.
| |
Collapse
|
36
|
Dimina LJ, Leray V, Voute M, David J, Blavignac C, Farges MC, Rossary A, Tsikas D, Rémond D, Pickering G, Mariotti F. Dietary Protein in a Challenge Meal Does Not Alleviate Postprandial Impairments in Vascular Endothelial Function in Healthy Older Adults with Cardiometabolic Risk: A Randomized Crossover-Controlled Trial. J Nutr 2024; 154:3664-3680. [PMID: 39424070 DOI: 10.1016/j.tjnut.2024.10.018] [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: 06/14/2024] [Revised: 10/03/2024] [Accepted: 10/10/2024] [Indexed: 10/21/2024] Open
Abstract
BACKGROUND Postprandial vascular endothelial dysfunction is an early marker of atherosclerosis. Meal protein has been reported to reduce endothelial dysfunction in adults, and the effect could be mediated by the amino acid content. OBJECTIVES This trial aims to assess the effect of a specifically designed plant-protein blend that contains high leucine, arginine, and cysteine on postprandial endothelial function in the elderly. METHODS In a randomized, double-blind, 3-period crossover (2-wk washout), controlled trial, we compared the vascular effects of 3 high-saturated-fat high-sucrose (HFHS) meals containing either our specific plant-protein blend, or milk protein, or without added protein. The trial was conducted on 29 healthy adults aged >65 y presenting ≥2 cardiometabolic risk factors. Postprandial vascular function was evaluated at fasting, 3 h, and 5 h postprandially, using brachial flow-mediated dilation (FMD), hand microvascular reactivity (using Flowmetry Laser Doppler, FLD), and finger reactive hyperemia index (using Peripheral Arterial Tonometry, RHI). Immune cell count and gene expression in peripheral blood mononuclear cells (PBMCs) were also assessed postprandially. Data were analyzed using mixed linear models with repeated measurements on participants for meal composition and time of sampling. This trial was registered at clinicaltrials.gov as NCT04923555. RESULTS FMD incremental AUC value decreased after meals (time effect P < 0.01), with no significant differences between meals. RHI also decreased with time (P < 0.01). PBMC count and monocyte chemoattractant protein-1 (MCP1), IL-1β, and IL-6 expression increased after meals showing postprandial endothelial activation (P < 0.05). Overall, meal composition had no effect on any of the postprandial changes (Ps>0.10). CONCLUSIONS In healthy adults aged >65 y presenting cardiometabolic risk, adding protein to an HFHS challenge meal does not mitigate postprandial impairments in vascular endothelial function and inflammatory activation. Further studies are needed to explore the potential differences with younger adults.
Collapse
Affiliation(s)
| | - Vincent Leray
- Platform of Clinical Investigation Department, INSERM CIC 1405, University Hospital Clermont-Ferrand, Clermont-Ferrand, France
| | - Marion Voute
- Platform of Clinical Investigation Department, INSERM CIC 1405, University Hospital Clermont-Ferrand, Clermont-Ferrand, France
| | - Jérémie David
- Université Clermont-Auvergne, INRAE, UNH, Unité de Nutrition Humaine, CRNH-Auvergne, Clermont-Ferrand, France
| | | | - Marie-Chantal Farges
- Université Clermont-Auvergne, INRAE, UNH, Unité de Nutrition Humaine, CRNH-Auvergne, Clermont-Ferrand, France
| | - Adrien Rossary
- Université Clermont-Auvergne, INRAE, UNH, Unité de Nutrition Humaine, CRNH-Auvergne, Clermont-Ferrand, France
| | - Dimitrios Tsikas
- Core Unit Proteomics, Institute of Toxicology, Hannover Medical School, Hannover, Germany
| | - Didier Rémond
- Université Clermont-Auvergne, INRAE, UNH, Unité de Nutrition Humaine, CRNH-Auvergne, Clermont-Ferrand, France
| | - Gisèle Pickering
- Platform of Clinical Investigation Department, INSERM CIC 1405, University Hospital Clermont-Ferrand, Clermont-Ferrand, France; INSERM 1107, University Clermont Auvergne, Clermont-Ferrand, France
| | - François Mariotti
- Université Paris-Saclay, AgroParisTech, INRAE, UMR PNCA, Palaiseau, France.
| |
Collapse
|
37
|
Han Y, Zhang K, Luo Y, Wan B, Zhang Y, Huang Q, Liu H, Leng Y, Xie C. Relationship between stroke and estimated glucose disposal rate: results from two prospective cohort studies. Lipids Health Dis 2024; 23:392. [PMID: 39604935 PMCID: PMC11603670 DOI: 10.1186/s12944-024-02385-6] [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: 10/08/2024] [Accepted: 11/20/2024] [Indexed: 11/29/2024] Open
Abstract
BACKGROUND Insulin resistance (IR) is a recognized contributor to stroke association, and the estimated glucose disposal rate (eGDR) is a dependable indicator of IR. However, the specific connections between eGDR, stroke prevalence, and overall mortality have not been thoroughly investigated. This study aimed to examine how eGDR correlates with stroke and overall death rate. METHODS The study leveraged information from the National Health and Nutrition Examination Survey (NHANES) spanning from 2007 to 2016. To unravel the data, the team utilized logistic regression, cox proportional hazards models, and restricted cubic splines (RCS) Sensitivity analyses excluded participants with a stroke history within the previous two years. Results were validated through analysis of the China Health and Retirement Longitudinal Study (CHARLS). RESULTS A higher eGDR is like a protective shield against strokes, with those in the top eGDR quartile exhibited a 60% reduction in stroke association (OR = 0.40, 95% CI, 0.22-0.73, P = 0.003). Additionally, a higher eGDR correlates with a lower overall death rate (HR = 0.71, 95% CI, 0.52-0.98, P = 0.037), particularly in individuals without a history of stroke. RCS analysis demonstrated that eGDR's influence on stroke association follows a non-linear pattern. Subgroup analysis revealed that the protective effect of eGDR was stronger in non-diabetic and non-hypertensive individuals. CONCLUSION eGDR is inversely related to both stroke association and mortality, affirming its utility as a predictive marker of stroke.
Collapse
Affiliation(s)
- Yutong Han
- Chengdu University of Traditional Chinese Medicine, No. 37 Shi-Er-Qiao Road, Chengdu, Sichuan Province, 610072, People's Republic of China
| | - Kexin Zhang
- Southwest Medical University, No.319 Zhongshan Road, Luzhou, Sichuan Province, 646000, People's Republic of China
| | - Yue Luo
- Chengdu University of Traditional Chinese Medicine, No. 37 Shi-Er-Qiao Road, Chengdu, Sichuan Province, 610072, People's Republic of China
| | - Bin Wan
- Chengdu University of Traditional Chinese Medicine, No. 37 Shi-Er-Qiao Road, Chengdu, Sichuan Province, 610072, People's Republic of China
| | - Yaowen Zhang
- Chengdu University of Traditional Chinese Medicine, No. 37 Shi-Er-Qiao Road, Chengdu, Sichuan Province, 610072, People's Republic of China
| | - Qinchuan Huang
- Chengdu University of Traditional Chinese Medicine, No. 37 Shi-Er-Qiao Road, Chengdu, Sichuan Province, 610072, People's Republic of China
| | - Hanyu Liu
- Chengdu University of Traditional Chinese Medicine, No. 37 Shi-Er-Qiao Road, Chengdu, Sichuan Province, 610072, People's Republic of China
| | - Yulin Leng
- Hospital of Chengdu University of Traditional Chinese Medicine, No. 39 Shi-Er-Qiao Road, Chengdu, Sichuan Province, 610072, People's Republic of China
- Traditional Chinese Medicine Regulating Metabolic Diseases Key Laboratory of Sichuan Province, No. 39 Shi-Er-Qiao Road, Chengdu, Sichuan Province, 610072, People's Republic of China
- Department of Endocrinology, Hospital of Chengdu University of Traditional Chinese Medicine, No. 39 Shi-Er-Qiao Road, Chengdu, Sichuan Province, 610072, People's Republic of China
| | - Chunguang Xie
- Hospital of Chengdu University of Traditional Chinese Medicine, No. 39 Shi-Er-Qiao Road, Chengdu, Sichuan Province, 610072, People's Republic of China.
- Traditional Chinese Medicine Regulating Metabolic Diseases Key Laboratory of Sichuan Province, No. 39 Shi-Er-Qiao Road, Chengdu, Sichuan Province, 610072, People's Republic of China.
- Department of Endocrinology, Hospital of Chengdu University of Traditional Chinese Medicine, No. 39 Shi-Er-Qiao Road, Chengdu, Sichuan Province, 610072, People's Republic of China.
| |
Collapse
|
38
|
Sabatini S, Sen P, Carli F, Pezzica S, Rosso C, Lembo E, Verrastro O, Daly A, Govaere O, Cockell S, Hyötyläinen T, Mingrone G, Bugianesi E, Anstee QM, Orešič M, Gastaldelli A. Hepatic glucose production rises with the histological severity of metabolic dysfunction-associated steatohepatitis. Cell Rep Med 2024; 5:101820. [PMID: 39566466 PMCID: PMC11604487 DOI: 10.1016/j.xcrm.2024.101820] [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: 08/25/2023] [Revised: 07/25/2024] [Accepted: 10/16/2024] [Indexed: 11/22/2024]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) and steatohepatitis (MASH) are associated with a high prevalence of type 2 diabetes (T2D). Individuals with MASLD exhibit insulin resistance (IR) and hyperglycemia, but it is unclear whether hepatic glucose production (HGP) is increased with MASLD severity. We evaluated HGP in a cohort of histologically characterized individuals with MASL/MASH using stable isotope infusion (6,6-2H2-glucose, U-2H5-glycerol) and liver-specific genome-scale metabolic models (GEMs). Tracer-measured HGP is increased with liver fibrosis and inflammation, but not steatosis, and is associated with lipolysis and IR. The GEM-derived gluconeogenesis is elevated due to high glucogenic/energy metabolite uptakes (lactate, glycerol, and free fatty acid [FFA]), and the expression of insulin action genes (IRS1, IRS2, and AKT2) is reduced in MASH with fibrosis F2-F4, with/without T2D, suggesting these as putative mechanisms for increased fasting HGP and hyperglycemia. In conclusion, elevated HGP, lipolysis, and IR help to explain the mechanisms for the increased risk of hyperglycemia and T2D in MASH.
Collapse
Affiliation(s)
- Silvia Sabatini
- Cardiometabolic Risk Unit, Institute of Clinical Physiology, CNR, 56121 Pisa, Italy
| | - Partho Sen
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, 20520 Turku, Finland
| | - Fabrizia Carli
- Cardiometabolic Risk Unit, Institute of Clinical Physiology, CNR, 56121 Pisa, Italy
| | - Samantha Pezzica
- Cardiometabolic Risk Unit, Institute of Clinical Physiology, CNR, 56121 Pisa, Italy
| | - Chiara Rosso
- Department of Medical Sciences, Division of Gastro-Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, 10124 Turin, Italy
| | - Erminia Lembo
- Department of Medical and Surgical Sciences, Università Cattolica del Sacro Cuore, Rome, Italy; Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Ornella Verrastro
- Department of Medical and Surgical Sciences, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Ann Daly
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Olivier Govaere
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK; Department of Imaging and Pathology, KU Leuven and University Hospitals Leuven, Leuven, Belgium
| | - Simon Cockell
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Tuulia Hyötyläinen
- School of Science and Technology, Örebro University, 70281 Örebro, Sweden
| | - Geltrude Mingrone
- Department of Medical and Surgical Sciences, Università Cattolica del Sacro Cuore, Rome, Italy; Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Division of Diabetes & Nutritional Sciences, School of Cardiovascular and Metabolic Medicine & Sciences, King's College Hospital, London, UK
| | - Elisabetta Bugianesi
- Department of Medical Sciences, Division of Gastro-Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, 10124 Turin, Italy
| | - Quentin M Anstee
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK; Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne NE7 7DN, UK
| | - Matej Orešič
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, 20520 Turku, Finland; School of Medical Sciences, Örebro University, 70281 Örebro, Sweden.
| | - Amalia Gastaldelli
- Cardiometabolic Risk Unit, Institute of Clinical Physiology, CNR, 56121 Pisa, Italy; Diabetes Division, The University of Texas Health Science Center at San Antonio, San Antonio, TX, USA.
| |
Collapse
|
39
|
Wu C, Ke Y, Nianogo R. Trends in hyperinsulinemia and insulin resistance among nondiabetic US adults, NHANES, 1999-2018. RESEARCH SQUARE 2024:rs.3.rs-5279795. [PMID: 39606490 PMCID: PMC11601873 DOI: 10.21203/rs.3.rs-5279795/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Hyperinsulinemia and insulin resistance (IR) are critical predictors of cardiometabolic diseases, disproportionately affecting various sociodemographic groups in the United States. This study aimed to estimate and analyze trends in the prevalence of hyperinsulinemia and IR among nondiabetic adults from 1999 to 2018, using data from the National Health and Nutrition Examination Survey (NHANES). The study included 17,310 nondiabetic men and nonpregnant women aged 20 years or older. Hyperinsulinemia was defined as fasting serum insulin levels ≥10 U/ml, while IR was measured using the HOMA-IR index (≥2.6, 66.7th percentile). The age-standardized prevalence of hyperinsulinemia increased from 28.2% in 1999-2000 to 41.4% in 2017-2018, while IR prevalence rose from 24.8% to 38.4% during the same period. Higher prevalence rates were consistently observed among males, non-Hispanic Blacks, Hispanics, and individuals with lower education or income levels. Trends indicated increases across all sociodemographic groups during at least some time periods. The findings suggest a growing prevalence of hyperinsulinemia and IR in the U.S., particularly among vulnerable populations, underscoring the importance of targeted public health interventions to address these disparities and reduce the risk of cardiometabolic diseases.
Collapse
Affiliation(s)
- Chuyue Wu
- Fielding School of Public Health, UCLA
| | - Yixun Ke
- Fielding School of Public Health, UCLA
| | | |
Collapse
|
40
|
Mather KJ, Mari A, Heise T, DeVries JH, Hua M, Urva S, Coskun T, Haupt A, Heine RJ, Pratt E, Thomas MK, Milicevic Z. Effects of Tirzepatide vs Semaglutide on β-Cell Function, Insulin Sensitivity, and Glucose Control During a Meal Test. J Clin Endocrinol Metab 2024; 109:3046-3054. [PMID: 38795393 DOI: 10.1210/clinem/dgae319] [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: 01/24/2024] [Revised: 04/16/2024] [Accepted: 05/06/2024] [Indexed: 05/27/2024]
Abstract
CONTEXT In a clinical study, tirzepatide, a glucose-dependent insulinotropic polypeptide/glucagon-like peptide-1 receptor agonist (GIP/GLP-1RA), provided superior glycemic control vs the GLP-1RA semaglutide. The physiologic mechanisms are incompletely understood. OBJECTIVE This work aimed to evaluate treatment effects by model-based analyses of mixed-meal tolerance test (MMTT) data. METHODS A 28-week double-blind, randomized, placebo-controlled trial of patients with type 2 diabetes treated with metformin was conducted at 2 clinical research centers in Germany. Interventions included tirzepatide 15 mg, semaglutide 1 mg, and placebo. Main outcome measures included glycemic control, model-derived β-cell function indices including insulin secretion rate (ISR) at 7.2-mmol/L glucose (ISR7.2), β-cell glucose sensitivity (β-CGS), insulin sensitivity, and estimated hepatic insulin-to-glucagon ratio. RESULTS Tirzepatide significantly reduced fasting glucose and MMTT total glucose area under the curve (AUC) vs semaglutide (P < .01). Incremental glucose AUC did not differ significantly between treatments; therefore, greater total glucose AUC reduction with tirzepatide was mainly attributable to greater suppression of fasting glucose. A greater reduction in total ISR AUC was achieved with tirzepatide vs semaglutide (P < .01), in the context of greater improvement in insulin sensitivity with tirzepatide (P < .01). ISR7.2 was significantly increased with tirzepatide vs semaglutide (P < .05), showing improved β-CGS. MMTT-derived β-CGS was increased but not significantly different between treatments. Both treatments reduced fasting glucagon and total glucagon AUC, with glucagon AUC significantly reduced with tirzepatide vs semaglutide (P < .01). The estimated hepatic insulin-to-glucagon ratio did not change substantially with either treatment. CONCLUSION These results suggest that the greater glycemic control observed for tirzepatide manifests as improved fasting glucose and glucose excursion control, due to improvements in ISR, insulin sensitivity, and glucagon suppression.
Collapse
Affiliation(s)
- Kieren J Mather
- Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, IN 46285, USA
| | - Andrea Mari
- Institute of Neuroscience, National Research Council, 2-35122 Padua, Italy
| | - Tim Heise
- Profil Institute for Metabolic Research, 41460 Neuss, Germany
| | - J Hans DeVries
- Profil Institute for Metabolic Research, 41460 Neuss, Germany
| | - Ming Hua
- Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, IN 46285, USA
| | - Shweta Urva
- Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, IN 46285, USA
| | - Tamer Coskun
- Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, IN 46285, USA
| | - Axel Haupt
- Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, IN 46285, USA
| | - Robert J Heine
- Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, IN 46285, USA
| | - Edward Pratt
- Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, IN 46285, USA
| | - Melissa K Thomas
- Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, IN 46285, USA
| | - Zvonko Milicevic
- Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, IN 46285, USA
| |
Collapse
|
41
|
Clinck I, Mertens J, Wouters K, Dirinck E, De Block C. Insulin Resistance and CGM-Derived Parameters in People With Type 1 Diabetes: Are They Associated? J Clin Endocrinol Metab 2024; 109:e2131-e2140. [PMID: 38198792 DOI: 10.1210/clinem/dgae015] [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: 08/21/2023] [Revised: 01/04/2024] [Accepted: 01/08/2024] [Indexed: 01/12/2024]
Abstract
BACKGROUND Insulin resistance (IR) is increasingly more prevalent in people with type 1 diabetes (T1D). OBJECTIVE We investigated whether IR is associated with continuous glucose monitor (CGM)-derived parameters (glucometrics), such as time in range (TIR), time above range (TAR), time below range (TBR), and glycemic variability (CV). METHODS This is a retrospective analysis of 2 databases: IR was quantified according to the estimated glucose disposal rate (eGDR) (NCT04664036) and by performing a hyperinsulinemic-euglycemic clamp (HEC) (NCT04623320). All glucometrics were calculated over 28 days. RESULTS A total of 287 subjects were included. Mean age was 46 ± 17 years, 55% were male, TIR was 57% ± 14%, and eGDR was 7.6 (5.6-9.3) mg/kg/min. The tertile of people with the lowest eGDR (highest level of IR) had a higher TAR compared to the tertile with the highest eGDR (39% ± 15% vs 33% ± 14%, P = .043). Using logistic regression, a higher eGDR was associated with a higher chance to fall in a higher TIR-tertile (odds ratio [OR] 1.251, P < .001), a lower TAR-tertile (OR 1.281, P < .001), and a higher TBR-tertile (OR 0.893, P = .039), adjusted for age, sex, diabetes duration, smoking status, and alcohol intake. In the 48 people undergoing a HEC, no significant association between glucometrics and the HEC-determined glucose disposal rate (M-value) was observed. CONCLUSION In people with T1D, an association between IR, measured by eGDR, and worse CGM profiles was observed.
Collapse
Affiliation(s)
- Isabel Clinck
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, 2650 Edegem, Belgium
| | - Jonathan Mertens
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, 2650 Edegem, Belgium
- Laboratory of Experimental Medicine and Paediatrics and member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, 2000 Antwerp, Belgium
| | - Kristien Wouters
- Clinical Trial Centre (CTC), CRC Antwerp, Antwerp University Hospital, 2650 Edegem, Belgium
| | - Eveline Dirinck
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, 2650 Edegem, Belgium
- Laboratory of Experimental Medicine and Paediatrics and member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, 2000 Antwerp, Belgium
| | - Christophe De Block
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, 2650 Edegem, Belgium
- Laboratory of Experimental Medicine and Paediatrics and member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, 2000 Antwerp, Belgium
| |
Collapse
|
42
|
Rossmeislová L, Krauzová E, Koc M, Wilhelm M, Šebo V, Varaliová Z, Šrámková V, Schouten M, Šedivý P, Tůma P, Kovář J, Langin D, Gojda J, Šiklová M. Obesity alters adipose tissue response to fasting and refeeding in women: A study on lipolytic and endocrine dynamics and acute insulin resistance. Heliyon 2024; 10:e37875. [PMID: 39328508 PMCID: PMC11425135 DOI: 10.1016/j.heliyon.2024.e37875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 09/04/2024] [Accepted: 09/11/2024] [Indexed: 09/28/2024] Open
Abstract
Fasting induces significant shifts in substrate utilization with signs of acute insulin resistance (IR), while obesity is associated with chronic IR. Nonetheless, both states substantially influence adipose tissue (AT) function. Therefore, in this interventional study (NCT04260542), we investigated if excessive adiposity in premenopausal women alters insulin sensitivity and AT metabolic and endocrine activity in response to a 60-h fast and a subsequent 48-h refeeding period. Using physiological methods, lipidomics, and AT explants, we showed that obesity partially modified AT endocrine activity and blunted the dynamics of AT insulin resistance in response to the fasting/refeeding challenge compared to that observed in lean women. AT adapted to its own excess by reducing lipolytic activity/free fatty acids (FFA) flux per mass. This adaptation persisted even after a 60-h fast, resulting in lower ketosis in women with obesity. This could be a protective mechanism that limits the lipotoxic effects of FFA; however, it may ultimately impede desirable weight loss induced by caloric restriction in women with obesity.
Collapse
Affiliation(s)
- Lenka Rossmeislová
- Department of Pathophysiology, Centre for Research on Nutrition, Metabolism and Diabetes, Third Faculty of Medicine, Charles University, Prague, Czech Republic
- Franco-Czech Laboratory for Clinical Research on Obesity, Third Faculty of Medicine, Charles University, Prague and Université Toulouse III - Paul Sabatier (UPS), Toulouse, France
| | - Eva Krauzová
- Department of Pathophysiology, Centre for Research on Nutrition, Metabolism and Diabetes, Third Faculty of Medicine, Charles University, Prague, Czech Republic
- Department of Internal Medicine, Third Faculty of Medicine, Charles University and Královské Vinohrady University Hospital, Prague, Czech Republic
| | - Michal Koc
- Department of Pathophysiology, Centre for Research on Nutrition, Metabolism and Diabetes, Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Marek Wilhelm
- Department of Pathophysiology, Centre for Research on Nutrition, Metabolism and Diabetes, Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Viktor Šebo
- Department of Pathophysiology, Centre for Research on Nutrition, Metabolism and Diabetes, Third Faculty of Medicine, Charles University, Prague, Czech Republic
- Department of Internal Medicine, Third Faculty of Medicine, Charles University and Královské Vinohrady University Hospital, Prague, Czech Republic
| | - Zuzana Varaliová
- Department of Pathophysiology, Centre for Research on Nutrition, Metabolism and Diabetes, Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Veronika Šrámková
- Department of Pathophysiology, Centre for Research on Nutrition, Metabolism and Diabetes, Third Faculty of Medicine, Charles University, Prague, Czech Republic
- Franco-Czech Laboratory for Clinical Research on Obesity, Third Faculty of Medicine, Charles University, Prague and Université Toulouse III - Paul Sabatier (UPS), Toulouse, France
| | - Moniek Schouten
- Department of Movement Sciences, Exercise Physiology Research Group, KU Leuven, Leuven, Belgium
| | - Petr Šedivý
- Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Petr Tůma
- Department of Hygiene, Third Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jan Kovář
- Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Dominique Langin
- Franco-Czech Laboratory for Clinical Research on Obesity, Third Faculty of Medicine, Charles University, Prague and Université Toulouse III - Paul Sabatier (UPS), Toulouse, France
- Institute of Metabolic and Cardiovascular Diseases, I2MC, University of Toulouse, Inserm, Toulouse III University - Paul Sabatier (UPS), Toulouse, France
- Centre Hospitalier Universitaire de Toulouse, Toulouse, France
- Institute Universitaire de France (IUF), Paris, France
| | - Jan Gojda
- Franco-Czech Laboratory for Clinical Research on Obesity, Third Faculty of Medicine, Charles University, Prague and Université Toulouse III - Paul Sabatier (UPS), Toulouse, France
- Department of Internal Medicine, Third Faculty of Medicine, Charles University and Královské Vinohrady University Hospital, Prague, Czech Republic
| | - Michaela Šiklová
- Department of Pathophysiology, Centre for Research on Nutrition, Metabolism and Diabetes, Third Faculty of Medicine, Charles University, Prague, Czech Republic
- Franco-Czech Laboratory for Clinical Research on Obesity, Third Faculty of Medicine, Charles University, Prague and Université Toulouse III - Paul Sabatier (UPS), Toulouse, France
| |
Collapse
|
43
|
Liu J, Jin X, Feng Z, Huang J. Using anthropometric parameters to predict insulin resistance among patients without diabetes mellitus. Sci Rep 2024; 14:21407. [PMID: 39271702 PMCID: PMC11399142 DOI: 10.1038/s41598-024-57020-2] [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: 06/30/2023] [Accepted: 03/13/2024] [Indexed: 09/15/2024] Open
Abstract
Anthropometric parameters are widely used in the clinical assessment of hypertension, type 2 diabetes, and cardiovascular disease. However, few studies have compared the association between different anthropometric parameters and insulin resistance (IR). This study was aimed at investigating the relationship between 6 indicators, including body mass index (BMI), calf circumference (CC), arm circumference (AC), thigh circumference (TC), waist circumference (WC), waist-height ratio (WHtR), and IR. Homeostasis Model Assessment of Insulin Resistance (HOMA-IR) was used to measure IR. Weighted linear regression was used to assess the relationship between different parameters and IR. The receiver operating characteristic curve (ROC) was employed to compare the strength of the relationship between different anthropometric parameters and IR. A total of 8069 participants were enrolled in our study, including 4873 without IR and 3196 with IR. The weighted linear regression results showed that BMI, CC, AC, TC and WC were significantly correlated with IR, except WHtR. After adjusting for multiple confounding factors, we found that BMI, AC and WC were significantly positively correlated with IR, while TC was significantly negatively correlated with IR. Logistic regression results showed that a larger TC was associated with a decreased risk of IR. In addition, BMI and WC had similar areas under the curve (AUC: 0.780, 95% CI 0.770-0.790; AUC: 0.774, 95% CI 0.763-0.784, respectively), which were higher than TC and AC (AUC: 0.698, 95% CI 0.687-0.710, AUC: 0.746, 95% CI 0.735-0.757, respectively). To our knowledge, this is the first study to report a negative correlation between TC and IR among patients without diabetes mellitus. Therefore, TC may be a new tool to guide public health and a clinical predictor of IR in non-diabetic patients.
Collapse
Affiliation(s)
- Jiajun Liu
- The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
- First Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Xueshan Jin
- The Affiliated Jiangmen TCM Hospital, Jinan University, Jiangmen, Guangdong, China
| | - Ziyi Feng
- The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
- First Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China
| | - Jieming Huang
- The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
- First Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
| |
Collapse
|
44
|
Zhao G, Shang S, Tian N, Zhan X, Peng F, Wang X, Wen Y, Xu Q, Feng X, Tang X, Wu X, Zhou Q, Yang Y, Zhang X, Su N. Associations between different insulin resistance indices and the risk of all-cause mortality in peritoneal dialysis patients. Lipids Health Dis 2024; 23:287. [PMID: 39244537 PMCID: PMC11380203 DOI: 10.1186/s12944-024-02275-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Accepted: 08/28/2024] [Indexed: 09/09/2024] Open
Abstract
BACKGROUND Insulin resistance (IR) is prevalent in individuals undergoing peritoneal dialysis (PD) and is related to increased susceptibility to coronary artery disease and initial peritonitis. In recent investigations, correlations have been found between indices of IR and the incidence of all-cause mortality in various populations. However, such correlations have not been detected among individuals undergoing PD. Hence, the present study's aim was to explore the connections between IR indices and the incidence of all-cause mortality in PD patients. METHODS Peritoneal dialysis patients (n = 1736) were recruited from multiple PD centres between January 2010 and December 2021. Cox proportional hazards and restricted cubic spline regression models were used to evaluate the connections between the triglyceride-glucose (TyG) index, triglyceride-glucose/body mass index (TyG-BMI), and triglyceride/high-density lipoprotein cholesterol (TG/HDL-C) ratio and the occurrence of all-cause mortality. All three IR indices were integrated into the same model to assess the predictive stability. Furthermore, a forest plot was employed to display the findings of the subgroup analysis of PD patients. RESULTS Overall, 378 mortality events were recorded during a median follow-up time of 2098 days. Among PD patients, a higher TyG index, TyG-BMI, and TG/HDL-C ratio were identified as independent risk factors for all-cause mortality according to Cox proportional hazards analyses (hazard ratio (HR) 1.588, 95% confidence interval (CI) 1.261-2.000; HR 1.428, 95% CI 1.067-1.910; HR 1.431, 95% CI 1.105-1.853, respectively). In a model integrating the three IR indices, the TyG index showed the highest predictive stability. According to the forest plot for the TyG index, no significant interactions were observed among the subgroups. CONCLUSION Significant associations were found between the TyG index, TyG-BMI, and TG/HDL-C ratio and the incidence of all-cause mortality among PD patients. The TyG index may be the most stable of the three surrogate IR markers. Finally, a correlation was identified between IR and the risk of all-cause mortality in patients undergoing PD.
Collapse
Affiliation(s)
- Guowen Zhao
- Department of Haematology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Sijia Shang
- Department of Haematology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Na Tian
- Department of Nephrology, General Hospital of Ningxia Medical University, Yinchuan, China
| | - Xiaojiang Zhan
- Department of Nephrology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Fenfen Peng
- Department of Nephrology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Xiaoyang Wang
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, No. 1, Jianshe East Road, Zhengzhou, China
| | - Yueqiang Wen
- Department of Nephrology, the Second Affiliated Hospital, Guangzhou Medical University, Guangzhou, China
| | - Qingdong Xu
- Department of Nephrology, Jiangmen Central Hospital, Jiangmen, China
| | - Xiaoran Feng
- Department of Nephrology, Jiujiang NO.1 People's Hospital, Jiujiang, Jiangxi, China
| | - Xingming Tang
- Department of Nephrology, Dongguan Songshan Lake Tungwah Hospital, No.7, Kefa Road, Dongguan, 523000, China
| | - Xianfeng Wu
- Department of Nephrology, Affiliated Sixth People's Hospital, Shanghai Jiao Tong University, Shanghai, China
- Department of Nephrology, Affiliated Eighth People's Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Qian Zhou
- Department of Medical Statistics, Clinical Trials Unit, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Yuanyuan Yang
- Department of Haematology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Xing Zhang
- Department of Haematology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China.
| | - Ning Su
- Department of Haematology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China.
| |
Collapse
|
45
|
Zhao Q, Zhang Z, Li S, Liu M. Triglyceride-Glucose Index Levels Positively Associated with Higher Risk of Low Muscle Mass in Patients with Type 2 Diabetes. Diabetes Metab Syndr Obes 2024; 17:3355-3363. [PMID: 39262434 PMCID: PMC11389694 DOI: 10.2147/dmso.s479900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Accepted: 09/03/2024] [Indexed: 09/13/2024] Open
Abstract
Aim Although the interplay of insulin resistance (IR) and low muscle mass is increasingly recognized, it remains unknown whether the triglyceride-glucose (TyG) index, as an indicator of IR, is associated with low muscle mass in patients with type 2 diabetes (T2D). Our study aimed to investigate the association between TyG index and low muscle mass in hospitalized T2D patients. Methods This cross-sectional study involved 2687 hospitalized participants with T2D. The TyG index was calculated by fasting plasma glucose (FPG) and triglyceride levels. The outcome variables were defined as appendicular skeletal muscle mass index (ASMI) and low muscle mass. To explore the relationship between TyG index and low muscle mass, we conducted the multivariate linear regression, multivariate logistic regression, and subgroup analysis. Results In the fully adjusted multivariate linear regression, there was a negative correlation between TyG index (β=-0.10, 95% CI: -0.14, -0.06) and ASMI. TyG index (OR = 1.34, 95% CI: 1.08, 1.65) had a more significant association with low muscle mass compared to FPG (OR = 1.05, 95% CI: 1.01, 1.09) and glycated hemoglobin A1c (OR = 1.07, 95% CI: 0.99, 1.15). The statistical significance of the trend persisted among the TyG index quartile groups. Subgroup analysis revealed stronger positive associations between TyG index and low muscle mass in females, individuals aged 60 years or older, those with a body mass index of 28kg/m2 or higher, and HbA1c levels of 6.5% or higher, as well as those with hypertension and dyslipidemia. Conclusion A higher TyG index level is positively associated with a higher risk of low muscle mass, suggesting that TyG index could be a potential biomarker of low muscle mass in hospitalized T2D patients.
Collapse
Affiliation(s)
- Qinying Zhao
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, Tianjin, People's Republic of China
| | - Ziyue Zhang
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, Tianjin, People's Republic of China
| | - Shuo Li
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, Tianjin, People's Republic of China
| | - Ming Liu
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, Tianjin, People's Republic of China
| |
Collapse
|
46
|
Zheng D, Cai J, Xu S, Jiang S, Li C, Wang B. The association of triglyceride-glucose index and combined obesity indicators with chest pain and risk of cardiovascular disease in American population with pre-diabetes or diabetes. Front Endocrinol (Lausanne) 2024; 15:1471535. [PMID: 39309107 PMCID: PMC11412814 DOI: 10.3389/fendo.2024.1471535] [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: 07/27/2024] [Accepted: 08/19/2024] [Indexed: 09/25/2024] Open
Abstract
Aim To investigate the correlation of the triglyceride-glucose (TyG) index and its combined obesity indicators with chest pain and cardiovascular disease (CVD) in the pre-diabetes and diabetes population. Methods This cross-sectional investigation encompassed 6488 participants with diabetes and pre-diabetes who participated in the National Health and Nutrition Examination Survey (NHANES) between 2007 and 2016. The association of the TyG and combined obesity index with chest pain and CVD was investigated using weighted logistic regression models and restricted cubic spline (RCS) analysis. The receiver operating characteristic (ROC) curve analysis was performed to compare different indicators. Results In multivariate logistic regression fully adjusted for confounding variables, our analyses revealed significant associations between TyG, TyG-BMI, TyG-WC, and TyG-WHtR and chest pain, with adjusted ORs (95% CI) of 1.21 (1.05, 1.39), 1.06 (1.01, 1.11), 1.08 (1.04, 1.14), and 1.27 (1.08, 1.48), respectively. For total-CVD, the adjusted ORs (95% CI) were 1.32 (1.08, 1.61), 1.10 (1.03, 1.17), 1.13 (1.06, 1.19), and 1.63 (1.35, 1.97), respectively, among which TyG, TyG-WC, and TyG-WHtR present curvilinear associations in RCS analysis (all P-nonlinear < 0.05). Furthermore, the ROC curve showed that TyG-WC had the most robust predictive efficacy for total-CVD, coronary heart disease (CHD), and myocardial infarction (MI), while TyG-WHtR had the best predictive ability for angina and heart failure. Conclusion There are significant associations of TyG and its related indicators with chest pain and total-CVD among the pathoglycemia population. TyG-WC and TyG-WHtR demonstrated superior predictive capability for the incidence of cardiovascular events.
Collapse
Affiliation(s)
- Dongze Zheng
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- Human Phenome Institute, Shantou University Medical College, Shantou, Guangdong, China
| | - Jiamiao Cai
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- Human Phenome Institute, Shantou University Medical College, Shantou, Guangdong, China
| | - Sifan Xu
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- Human Phenome Institute, Shantou University Medical College, Shantou, Guangdong, China
| | - Shiyan Jiang
- Department of Nephrology, Jieyang People’s Hospital, Jieyang, Guangdong, China
| | - Chenlin Li
- Department of Cardiology, Jieyang People’s Hospital, Jieyang, Guangdong, China
| | - Bin Wang
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| |
Collapse
|
47
|
Aernouts C, Beldé SPW, Lambrechts J, Mertens J, Ledeganck KJ, Francque SM, De Block CEM. Metabolic dysfunction-associated steatotic liver disease is associated with worse time in ranges in type 1 diabetes. Diabetes Obes Metab 2024; 26:3781-3790. [PMID: 38924290 DOI: 10.1111/dom.15723] [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: 03/09/2024] [Revised: 05/30/2024] [Accepted: 06/01/2024] [Indexed: 06/28/2024]
Abstract
AIM To investigate the relationship between continuous glucose monitoring (CGM)-derived glucometrics and metabolic dysfunction-associated steatotic liver disease (MASLD) in type 1 diabetes (T1D). METHODS A cross-sectional study collecting data on anthropometrics, glucometrics and MASLD in adults with T1D using a CGM device was conducted. MASLD was assessed by abdominal ultrasound and the presence of at least one cardiometabolic criterion. Backward multivariable logistic regression models were applied to define variables independently associated with MASLD. RESULTS A total of 302 consecutive participants were included (median age 49 [34-61] years, male sex 58%, median diabetes duration 29 [17-38] years, mean time in range [TIR] 55% ± 16%). MASLD was present in 17% of cases, and 32% had metabolic syndrome (MetS). MetS was significantly more prevalent in the MASLD group (65% vs. 25%, P < .0001). TIR (P = .038) and time below range (TBR) (P = .032) were lower and time above range (TAR) was higher (P = .006), whereas HbA1c did not reach significance (P = .068). No differences were found for the glycaemia risk index. TIR (P = .028), TAR (P = .007), TBR (P = .036), waist circumference (P < .001) and systolic blood pressure (P = .029) were independently associated with MASLD, while sex, age, aspartate aminotransferase/alanine aminotransferase ratio, gamma-glutamyl transferase, high-density lipoprotein cholesterol and triglycerides were not. CONCLUSIONS TIR, TAR, TBR, waist circumference and systolic blood pressure were independently associated with MASLD.
Collapse
Affiliation(s)
- Chloë Aernouts
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, Edegem, Belgium
- Laboratory of Experimental Medicine and Pediatrics, University of Antwerp, Antwerp, Belgium
| | - Sarah P W Beldé
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, Edegem, Belgium
- Laboratory of Experimental Medicine and Pediatrics, University of Antwerp, Antwerp, Belgium
| | - Julie Lambrechts
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, Edegem, Belgium
- Laboratory of Experimental Medicine and Pediatrics, University of Antwerp, Antwerp, Belgium
| | - Jonathan Mertens
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, Edegem, Belgium
- Laboratory of Experimental Medicine and Pediatrics, University of Antwerp, Antwerp, Belgium
- Department of Gastroenterology and Hepatology, Antwerp University Hospital, Edegem, Belgium
| | - Kristien J Ledeganck
- Laboratory of Experimental Medicine and Pediatrics, University of Antwerp, Antwerp, Belgium
| | - Sven M Francque
- Laboratory of Experimental Medicine and Pediatrics, University of Antwerp, Antwerp, Belgium
- Department of Gastroenterology and Hepatology, Antwerp University Hospital, Edegem, Belgium
| | - Christophe E M De Block
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, Edegem, Belgium
- Laboratory of Experimental Medicine and Pediatrics, University of Antwerp, Antwerp, Belgium
| |
Collapse
|
48
|
Tacke F, Horn P, Wai-Sun Wong V, Ratziu V, Bugianesi E, Francque S, Zelber-Sagi S, Valenti L, Roden M, Schick F, Yki-Järvinen H, Gastaldelli A, Vettor R, Frühbeck G, Dicker D. EASL-EASD-EASO Clinical Practice Guidelines on the management of metabolic dysfunction-associated steatotic liver disease (MASLD). J Hepatol 2024; 81:492-542. [PMID: 38851997 DOI: 10.1016/j.jhep.2024.04.031] [Citation(s) in RCA: 321] [Impact Index Per Article: 321.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 04/30/2024] [Indexed: 06/10/2024]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD), previously termed non-alcoholic fatty liver disease (NAFLD), is defined as steatotic liver disease (SLD) in the presence of one or more cardiometabolic risk factor(s) and the absence of harmful alcohol intake. The spectrum of MASLD includes steatosis, metabolic dysfunction-associated steatohepatitis (MASH, previously NASH), fibrosis, cirrhosis and MASH-related hepatocellular carcinoma (HCC). This joint EASL-EASD-EASO guideline provides an update on definitions, prevention, screening, diagnosis and treatment for MASLD. Case-finding strategies for MASLD with liver fibrosis, using non-invasive tests, should be applied in individuals with cardiometabolic risk factors, abnormal liver enzymes, and/or radiological signs of hepatic steatosis, particularly in the presence of type 2 diabetes (T2D) or obesity with additional metabolic risk factor(s). A stepwise approach using blood-based scores (such as FIB-4) and, sequentially, imaging techniques (such as transient elastography) is suitable to rule-out/in advanced fibrosis, which is predictive of liver-related outcomes. In adults with MASLD, lifestyle modification - including weight loss, dietary changes, physical exercise and discouraging alcohol consumption - as well as optimal management of comorbidities - including use of incretin-based therapies (e.g. semaglutide, tirzepatide) for T2D or obesity, if indicated - is advised. Bariatric surgery is also an option in individuals with MASLD and obesity. If locally approved and dependent on the label, adults with non-cirrhotic MASH and significant liver fibrosis (stage ≥2) should be considered for a MASH-targeted treatment with resmetirom, which demonstrated histological effectiveness on steatohepatitis and fibrosis with an acceptable safety and tolerability profile. No MASH-targeted pharmacotherapy can currently be recommended for the cirrhotic stage. Management of MASH-related cirrhosis includes adaptations of metabolic drugs, nutritional counselling, surveillance for portal hypertension and HCC, as well as liver transplantation in decompensated cirrhosis.
Collapse
|
49
|
Mentzinger J, Teixeira GF, Monnerat JADS, Velasco LL, Lucchetti BB, Martins MAC, Costa V, Andrade GPD, Magliano DC, Rocha HNM, da Nóbrega ACL, Medeiros RF, Rocha NG. Prenatal stress induces sex- and tissue-specific alterations in insulin pathway of Wistar rats offspring. Am J Physiol Heart Circ Physiol 2024; 327:H1055-H1066. [PMID: 39212771 DOI: 10.1152/ajpheart.00243.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 08/07/2024] [Accepted: 08/22/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND AND AIMS Prenatal stress may lead to tissue and sex-specific cardiometabolic disorders in the offspring through imbalances in the insulin signaling pathway. Therefore, we aimed to determine the sex-specific adaptations of prenatal stress on the insulin signaling pathway of cardiac and hepatic tissue of adult offspring Wistar rats. METHODS Wistar pregnant rats were divided into control and stress groups. Unpredictable stress protocol was performed from the 14th to the 21st day of pregnancy. After lactation, the dams were euthanized and blood was collected for corticosterone measurement and the offspring were separated into four groups according to sex and intervention (n=8/group). At 90 days old, the offspring were submitted to an oral glucose tolerance test (OGTT) and an insulin tolerance test (ITT). After euthanasia blood collection was used for biochemical analysis and the left ventricle and liver were used for protein expression and histological analysis. RESULTS Stress increased maternal corticosterone levels, and in the offspring, decreased glucose concentration in both OGTT and ITT, reduced insulin receptor (Irβ) and insulin receptor substrate-1 (IRS1) activation and reduced insulin receptor inhibition (PTP1B) in the liver of male offspring at 90 days old, without repercussions in cardiac tissue. Moreover, female offspring submitted to prenatal stress exhibited reduced fatty acid uptake, with lower hepatic CD36 expression, reduced high density lipoprotein (cHDL) and increased Castelli risk indexes I and II. CONCLUSIONS Unpredictable prenatal stress evoked reduced insulin sensitivity and liver-specific impairment in insulin signaling activation in male while increasing markers of cardiovascular risk in females.
Collapse
Affiliation(s)
- Juliana Mentzinger
- Department of Physiology and Pharmacology, Universidade Federal Fluminense, Niteroi, Brazil
| | | | | | | | | | | | - Viviane Costa
- Department of Physiology and Pharmacology, Fluminense Federal University, Brazil
| | | | | | | | | | | | | |
Collapse
|
50
|
Wang H, Fu Q, Xiao S, Ma X, Liao Y, Kang C, Yang R. Predictive value of the triglyceride-glucose index for short- and long-term all-cause mortality in patients with critical coronary artery disease: a cohort study from the MIMIC-IV database. Lipids Health Dis 2024; 23:263. [PMID: 39175047 PMCID: PMC11340174 DOI: 10.1186/s12944-024-02252-4] [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: 07/16/2024] [Accepted: 08/13/2024] [Indexed: 08/24/2024] Open
Abstract
BACKGROUND Triglyceride-glucose (TyG) index is linked to a poor prognosis for cardiovascular condition and is a valid indicator of insulin resistance. This study evaluated the potential predicting usefulness of the TyG index for all-cause mortality, both short- and long-term, for those concerning critical coronary artery disease (CAD). METHODS In this study, information from 5452 critically-ill individuals with CAD in intensive care units were gathered from the Medical Information Marketplace in Intensive Care (MIMIC-IV) database. Depending on the TyG index degree, the patients were categorized into three categories. Clinical outcomes included short-term (30-day) and long-term (365-day) all-cause mortality. The corresponding relationships involving the TyG index and clinical outcomes were examined by deploying restricted cubic spline (RCS) regression analysis and Cox proportional risk regression. RESULTS An increased TyG index was associated with increased 30-day (Tertile 1: 6.1%, Tertile 2: 7.3%, Tertile 3: 9.2%, P = 0.001) and 365-day (Tertile 1: 15.2%, Tertile 2: 17.0%, Tertile 3: 19.6%, P = 0.002) death rates across all causes. Cox regression with multiple variables indicates that higher TyG indices were linked to higher all-caused mortality hazard ratios throughout the short and long terms, with a larger predictive value for the former. RCS regression analyses suggested that the risk of death was notably and linearly that is associated with TyG index. CONCLUSIONS The TyG index is a reliable predictor of all-cause mortality at different stages in critically ill CAD patients, with a higher predictive ability for short-term mortality. Early intervention in patients with elevated TyG index may improve their survival outcomes. Future research should delve into understanding its pathophysiological mechanisms and develop intervention strategies based on the TyG index, providing new insights and strategies to enhance the outlook for critically ill CAD patients.
Collapse
Affiliation(s)
- Huijian Wang
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, 330006, China
| | - Qingan Fu
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, 330006, China
| | - Shucai Xiao
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, 330006, China
| | - Xiaowei Ma
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, 330006, China
| | - Yanhui Liao
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, 330006, China
| | - Changlong Kang
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, 330006, China
| | - Renqiang Yang
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, 330006, China.
| |
Collapse
|