ArticlePeerJ2023
Assessment of eight insulin resistance surrogate indexes for predicting metabolic syndrome and hypertension in Thai law enforcement officers.
Article in PeerJ, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 3 of them syntheses that pooled it.
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Who cites it
34 citing papers in PubMed, 3 syntheses or guidelines pooled it, 39 citations in OpenAlex.
- Atherogenic Index of Plasma in Metabolic Syndrome-A Systematic Review and Meta-Analysis.Medicina (Kaunas, Lithuania) · 2025Pooled it
- The triglyceride-glucose index is associated with a higher risk of hypertension: evidence from a cross-sectional study of Chinese adults and meta-analysis of epidemiology studies.Frontiers in endocrinology · 2025Pooled it
- A systematic review of the association between insulin resistance surrogate indices and bone mineral density.Frontiers in endocrinology · 2024Pooled it
- C-reactive protein-triglyceride glucose index for the detection of the severity of coronary artery disease in different glucose metabolic states in patients with H-type hypertension.Cardiovascular diabetology · 2026Article
- The association of SPISE with cardiometabolic multimorbidity and stroke in middle-aged and older adults: a nationwide prospective cohort study.Scientific reports · 2026Article
- The impact of synbiotic yogurt consumption on insulin-resistance surrogates, atherogenic and novel anthropometric indices in adults with metabolic syndrome: a randomized clinical trial.Nutrition & metabolism · 2026Article
- The insulin resistance-systemic vascular resistance-isolated diastolic hypertension axis: a metabolic framework for an overlooked hypertension phenotype.Frontiers in cardiovascular medicine · 2026Review
- The Relationship Between Dynamic Changes in the Insulin Resistance-Related Indices and Metabolic Syndrome in Middle-Aged and Elderly Population.International journal of endocrinology · 2026Article
- Association between the atherogenic index of plasma and prehypertension or hypertension among adults in Fujian, China: a population-based cross-sectional study.Frontiers in cardiovascular medicine · 2026Article
- Association of surrogate indices of insulin resistance with hypertension: a cross-sectional analysis from PERSIAN Dena cohort study (PDCS).Scientific reports · 2025Article
- Assessing the role of the Triglyceride-glucose related indices in identifying metabolic syndrome risk across body mass index categories.Endocrine · 2025Article
- The association between APOA1 (rs5069) gene polymorphism and insulin resistance surrogates and metabolic indices among obese individuals with different glycemic statuses (euglycemic and T2DM).Scientific reports · 2025Article
- Article
- Predictive value of obesity-related indices for incident type 2 diabetes mellitus: a longitudinal study of the Fukushima Health Database 2015-2021.Diabetology & metabolic syndrome · 2025Article
- Association between triglyceride glucose-waist to height ratio (TyG-WHtR) and hypertension in adults aged 18-60: a cross-sectional study.BMC cardiovascular disorders · 2025Article
- [Association Between Surrogate Markers of Insulin Resistance and Incident Cardiovascular Disease in a Population With Stages 0-3 Cardiovascular-Kidney-Metabolic Syndrome: A Prospective Cohort Study].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2025Article
- The association between dietary acid load and indices of insulin resistance.Scientific reports · 2025Article
- Association between triglyceride glucose combined with body mass index and hypertension in the NHANES 2017 to 2020.Scientific reports · 2025Article
- Gender-specific association between a novel atherogenic index of plasma, metabolic parameters and inflammation among obese adults.BMC endocrine disorders · 2025Article
- Risk of Insulin Resistance in 44,939 Spanish Healthcare Workers: Association with Sociodemographic Variables and Healthy Habits.Diseases (Basel, Switzerland) · 2025Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Police officers in Thailand have an increased risk of heart disease, stroke, and type 2 diabetes, possibly due to a high prevalence of hypertension and metabolic syndrome (MetS). In this study, the researchers aimed to understand the relationship between surrogate markers of insulin resistance (IR) and the prevalence of MetS and hypertension in Thai police officers. The study included 7,852 police officer participants, of which 91.8% were men with an average age of 48.56 years. The prevalence of hypertension and MetS were found to be 51.1% and 30.8%, respectively, and the participants with MetS and hypertension were older compared to the regular group. The study looked at eight IR indices, including markers such as atherogenic index of plasma (AIP), lipid accumulation product (LAP), metabolic score for insulin resistance (METS-IR), triglyceride glucose (TyG) index, TyG index with body mass index (TyG-BMI), TyG index with waist circumference (TyG-WC), the ratio of triglycerides to high-density lipoprotein cholesterol ratio (TG/HDL-c), and visceral obesity index (VAI). These indices were found to be positively correlated with waist circumference, systolic blood pressure (SBP), diastolic blood pressure (DBP), fasting plasma glucose (FPG), and triglycerides (TG), while being negatively correlated with high-density lipoprotein cholesterol (HDL-c). In addition, the multiple regression analysis showed that higher quartiles of all IR indices were significantly associated with increased risks of MetS and hypertension. Interestingly, the IR indices were more accurate in predicting MetS (ranges 0.848 to 0.892) than traditional obesity indices, with the AUC difference at
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