Diagnostic Value Of The Triglyceride-To-Hdl Cholesterol Ratio For Assessing Insulin Resistance In Healthy Kazakh Adults
Istayeva, Z. S.; Zhangenthan, A.; Akanov, Z.; Altynbekova, S.; Duisenbayev, A.; Bolshakova, S. V.
Show abstract
IntroductionThe development of ethnic-specific reference values for {beta}-cell secretion and insulin sensitivity requires simple and routinely available markers. The triglyceride-to-high-density lipoprotein cholesterol ratio (TG/HDL-C) is considered a surrogate marker of peripheral insulin resistance; however, its diagnostic thresholds for the Kazakh population have not yet been defined. Materials and methodsA retrospective-prospective study was conducted in 100 apparently healthy Kazakh adults aged 18-70 years (42 {+/-} 12 years; 56 women). Current fasting TG, HDL-C, glucose, and insulin levels were obtained in 2025, while archival lipid profiles from 2019-2024 were retrieved from the national electronic health system "Damumed". The TG/HDL-C index was calculated; its diagnostic accuracy for insulin resistance (IR) was evaluated using ROC-curve analysis, and the optimal cutoff was determined by the Youden index. ResultsThe median TG/HDL-C increased from 0.59 (0.42-1.09) in 2019-2024 to 0.71 (0.47-1.25) in 2025 (p < 0.001). The proportion of individuals with TG/HDL-C [≥] 3.0 rose from 2% to 4% of the sample. The correlation between TG/HDL-C and HOMA-IR was {rho} = 0.46 (p < 0.001). ROC analysis demonstrated an AUC of 0.72 {+/-} 0.06; the optimal cutoff of 1.1 provided 64% sensitivity and 79% specificity. A threshold [≥] 3.0 maintained 97% specificity with 9% sensitivity. DiscussionThe findings indicate a progressive increase in the atherogenicity of the lipid profile among apparently healthy Kazakh adults and confirm the utility of the TG/HDL-C index as a tool for early screening of insulin resistance. A cutoff of 1.0-1.2 is recommended as a practical criterion for use in primary health care, whereas a threshold [≥] 3.0 may serve as a highly specific marker warranting comprehensive metabolic evaluation. Automated calculation of the index for each lipid profile could facilitate the establishment of regional reference values for {beta}-cell function and enable timely identification of individuals at elevated metabolic risk.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Relationship of sociodemographic and lifestyle factors and diet habits with metabolic syndrome (MetS) in a multi-ethnic Asian population 96%
- Association of METS-IR Index with Type 2 Diabetes: A Cross-sectional Analysis of National Health and Nutrition Examination Survey Data from 2009 to 2018 96%
- Prevalence of cardiometabolic risk factors according to urbanization level, gender and age, in apparently healthy adults living in Gabon, Central Africa 96%
Similar papers in this journal
- ACE gene variants rise the risk of severe COVID-19 in patients with hypertension, dyslipidemia or diabetes. A pilot study 94%
- Association Between Life’s Essential 8 and Atherogenic Index of Plasma in Adults: Insights from NHANES 2007-2018 93%
- Circulating adipokines in non-obese PCOS patients: a systematic review and meta-analysis 92%
Similar papers in this journal
- The Relationship Between Clinical Profile, Glycemic Parameters And Hypoglycemia In Type 1 Diabetes Pediatric Patients 93%
- Polycystic ovary syndrome susceptibility loci inform disease etiological heterogeneity 92%
- Medroxyprogesterone reverses tolerable dose metformin-induced inhibition of invasion via matrix metallopeptidase-9 and transforming growth factor-β1 in KLE endometrial cancer cells 91%
Similar papers in this journal
- Target lipidomics reveals associations between serum sphingolipids and insulin sensitivity by the glucose clamp 94%
- Decreased Mitochondrial Respiration in Peripheral Mononuclear Blood Cells in Chil-dren and Adolescents with Obesity and Type 2 Diabetes Mellitus 94%
- Comorbid Diabetes Mellitus was Associated with Poorer Prognosis in Patients with COVID-19: A Retrospective Cohort Study 92%
Similar papers in this journal
- Testing the phenotypic decanalization hypothesis: social determinants of hyperglycemia and type 2 diabetes in adult urban Argentinian population 94%
- Genome-wide Polygenic Risk Score for Type 2 Diabetes in Indian Population 93%
- Vitamin D-related polymorphisms and vitamin D levels as risk biomarkers of COVID-19 infection severity 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.