Diagnostic values and appropriate cutoff points of lipid ratios in patients with abnormal glucose tolerance status: a cross-sectional study
- PMID: 31153374
- PMCID: PMC6545201
- DOI: 10.1186/s12944-019-1070-z
Diagnostic values and appropriate cutoff points of lipid ratios in patients with abnormal glucose tolerance status: a cross-sectional study
Abstract
Background: Lipid ratios, for example total cholesterol/high-density lipoprotein cholesterol (TC/HDL-C) and triglyceride/high-density lipoprotein cholesterol (TG/HDL-C), are associated with type 2 diabetes mellitus (T2DM). However, the predictive values of lipid ratios in prediabetes remain unclear. The aims of this study were: 1) to investigate the association between lipid ratios and abnormal glucose tolerance; 2) to compare the predictive significance of lipid ratios with commonly used indicators of lipid variables in clinical practice in a Chinese population.
Methods: The cross-sectional study enrolled 2680 participants from the Health Promotion Center of the First Affiliated Hospital of Nanjing Medical University. All participants received a 75 g oral glucose tolerance test. Blood samples were obtained at baseline and 120 min after glucose ingestion. Participants were classified as normal glucose tolerance (NGT), impaired glucose regulation (IGR), and T2DM. The odds ratios (ORs) and 95% confidence intervals (CIs) were estimated using logistic regression model. The receiver operating characteristic (ROC) curve was used to identify the cutoff points of lipid and lipid ratios. The area under the receiver operating characteristic curve (AUROC), sensitivity and specificity were calculated to estimate their diagnostic values.
Results: TC, TG, TC/HDL-C, TG/HDL-C and non-HDL-C were significantly correlated with both prediabetes and T2DM after adjustment for other risk factors such as blood glucose, whereas LDL-C was only positively correlated with prediabetes. TG and TG/HDL-C showed higher diagnostic values for prediabetes and T2DM than TC, LDL-C, HDL-C, TC/HDL-C and non-HDL-C, with the AUC values over 0.70. For predicting prediabetes, the optimal cutoff point was 1.36 mmol/l for TG and 1.13 for TG/HDL-C. For predicting T2DM, the optimal cutoff point was 1.46 mmol/l for TG and 1.22 for TG/HDL-C.
Conclusions: Both TG and TG/HDL-C are promising biomarkers for distinguishing individuals with abnormal glucose tolerance, and can be used to predict prediabetes and T2DM in Chinese population.
Keywords: Diabetes; Dyslipidemia; Glucose tolerance; Lipid ratio.
Conflict of interest statement
The authors declare that they have no competing interests.
Figures



Similar articles
-
Predictive performance of lipid parameters in identifying undiagnosed diabetes and prediabetes: a cross-sectional study in eastern China.BMC Endocr Disord. 2022 Mar 24;22(1):76. doi: 10.1186/s12902-022-00984-x. BMC Endocr Disord. 2022. PMID: 35331213 Free PMC article.
-
Associations between non-traditional lipid measures and risk for type 2 diabetes mellitus in a Chinese community population: a cross-sectional study.Lipids Health Dis. 2016 Apr 5;15:70. doi: 10.1186/s12944-016-0239-y. Lipids Health Dis. 2016. PMID: 27044245 Free PMC article.
-
The triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio as a predictor of insulin resistance but not of β cell function in a Chinese population with different glucose tolerance status.Lipids Health Dis. 2016 Jun 7;15:104. doi: 10.1186/s12944-016-0270-z. Lipids Health Dis. 2016. PMID: 27267043 Free PMC article.
-
A systematic review and meta-analysis of the serum lipid profile in prediction of diabetic neuropathy.Sci Rep. 2021 Jan 12;11(1):499. doi: 10.1038/s41598-020-79276-0. Sci Rep. 2021. PMID: 33436718 Free PMC article.
-
Association between triglyceride to HDL cholesterol ratio and a risk of diabetes mellitus: a systematic review and meta-analysis.Lab Med. 2025 Jan 6;56(1):1-6. doi: 10.1093/labmed/lmae052. Lab Med. 2025. PMID: 39066659
Cited by
-
Correlation of Lipid Ratios With the Severity of Pulmonary Alveolar Proteinosis: A Cross-Sectional Study.Front Nutr. 2021 Mar 18;8:610765. doi: 10.3389/fnut.2021.610765. eCollection 2021. Front Nutr. 2021. PMID: 33816536 Free PMC article.
-
Association of triglycerides to high-density lipoprotein cholesterol ratio to identify future prediabetes and type 2 diabetes mellitus: over one-decade follow-up in the Iranian population.Diabetol Metab Syndr. 2023 Feb 2;15(1):13. doi: 10.1186/s13098-023-00988-0. Diabetol Metab Syndr. 2023. PMID: 36732786 Free PMC article.
-
Association between triglyceride-to-high-density lipoprotein cholesterol ratio and prediabetes: a cross-sectional study in Chinese non-obese people with a normal range of low-density lipoprotein cholesterol.J Transl Med. 2022 Oct 22;20(1):484. doi: 10.1186/s12967-022-03684-1. J Transl Med. 2022. PMID: 36273126 Free PMC article.
-
Correlation of multiple lipid and lipoprotein ratios with nonalcoholic fatty liver disease in patients with newly diagnosed type 2 diabetic mellitus: A retrospective study.Front Endocrinol (Lausanne). 2023 Feb 17;14:1127134. doi: 10.3389/fendo.2023.1127134. eCollection 2023. Front Endocrinol (Lausanne). 2023. PMID: 36875464 Free PMC article.
-
Dyslipidemia Among Diabetes Mellitus Patients: A Case-Control Study From a Tertiary Care Hospital in South India.Cureus. 2023 Feb 28;15(2):e35625. doi: 10.7759/cureus.35625. eCollection 2023 Feb. Cureus. 2023. PMID: 37007365 Free PMC article.
References
-
- Xu Y, Wang L, He J, Bi Y, Li M, Wang T, Wang L, Jiang Y, Dai M, Lu J, Xu M, Li Y, Hu N, Li J, Mi S, Chen C, Li G, Mu Y, Zhao J, Kong L, Chen J, Lai S, Wang W, Zhao W, Ning G. Prevalence and control of diabetes in Chinese adults. JAMA. 2013;310(9):948–959. doi: 10.1001/jama.2013.168118. - DOI - PubMed
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous