ArticleLipids in health and disease2023
The ZJU index is associated with the risk of obstructive sleep apnea syndrome in Chinese middle-aged and older people: a cross-sectional study.
Article in Lipids in health and disease, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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16 citing papers in PubMed, 15 citations in OpenAlex.
- Prognostic significance of serum laminin and the Zhejiang University index in patients with acute heart failure.BMC cardiovascular disorders · 2026Observational
- Association between the Zhejiang University index and metabolic dysfunction-associated fatty liver disease as analyzed in National Health and Nutrition Examination Survey: A retrospective observational study.The Journal of international medical research · 2026Observational
- ZJU index and the prevalence of kidney stones in US adults: evidence from NHANES 2007-2018.BMC urology · 2026Article
- Association between ZJU index and glycemic outcomes in individuals with impaired fasting glucose: a retrospective multicenter Chinese cohort study.Frontiers in endocrinology · 2026Article
- Association between the Zhejiang University index and kidney stone risks in US adults: evidence from NHANES 2007-2018.American journal of clinical and experimental urology · 2026Article
- Associations of the Zhejiang University (ZJU) index with cardiovascular diseases and mortality among US adults: a national cohort study.Lipids in health and disease · 2025Article
- The association of ZJU index with bowel health in US participants: a cross-sectional study.European journal of medical research · 2025Article
- Association between Zhejiang University index and metabolic dysfunction-associated steatotic liver disease in patients with type 2 diabetes mellitus.World journal of diabetes · 2025Article
- The mediating effect of serum total testosterone in the association between the ZJU index and PCOS.Scientific reports · 2025Article
- Novel Insights into the Association of ZJU index with Periodontitis in US participants: a cross-sectional study.Lipids in health and disease · 2025Article
- Analysis of the efficacy of the ZJU index and triglyceride‒glucose product index in identifying obstructive sleep apnea hypoventilation syndrome in patients with metabolic syndrome.Hormones (Athens, Greece) · 2025Article
- Association between ZJU index and kidney stone prevalence in the Chinese adult population: a retrospective propensity score-matched analysis.Urolithiasis · 2025Article
- Relationship Between the ZJU Index and Infertility Risk in Reproductive-Aged US Women: An Analysis of NHANES 2013-2018.International journal of women's health · 2025Article
- Association between the ZJU index and gallstone prevalence in a Chinese adult population: a cross-sectional study.Frontiers in medicine · 2025Article
- Association between ZJU index and gallstones in US adult: a cross-sectional study of NHANES 2017-2020.BMC gastroenterology · 2024Article
- The ZJU index is associated with the risk of sarcopenia in American adults aged 20-59: a cross-sectional study.Lipids in health and disease · 2024Article
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6 authors at 1 institution in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundThe ZJU index, a novel calculation that combines body mass index, triglycerides, fasting blood glucose and the ratio of alanine aminotransferase to aspartate aminotransferase, is a closely related measure of obesity and insulin resistance. Studies of the ZJU index in relation to obstructive sleep apnea syndrome (OSAS) have not been reported. This study assessed the correlation between the ZJU values and OSAS risk.
methodsA total of 2,130 participants who underwent polysomnographic monitoring were included in the study. The participants' basic information and laboratory biochemical indicators were collected, and the ZJU index was computed. The ZJU index was divided into quartiles. The correlation between the different ZJU index levels and OSAS risk was assessed using logistic regression. Drew a receiver operating characteristic (ROC) relationship curve, with prediction efficacy judged by the area under the curve (AUC), and found the optimum cut-off point for ZJU index to predict OSAS. Relative risks were presented as odds ratios (OR). The range of OR values is expressed in the form of 95% confidence intervals (95% CI).
resultsThe number of patients diagnosed with OSAS increased progressively with increasing ZJU index (T1: 9.4%; T2: 20.6%; T3: 28.3%; T4: 41.7%; P < 0.001). The additional confounders were adjusted by the logistic regression models, the study revealed an independent correlation between ZJU index and OSAS. (P < 0.001). The OSAS risk was notably higher at the highest ZJU index levels. (OR = 2.046 [95% CI: 1.057 to 3.964]). The ROC curve for the ZJU index showed an AUC of 0.64 (P < 0.001) for males and 0.75 (P < 0.001) for females, with a specificity of 64% and 55% and a sensitivity of 60% and 92% for males and females, respectively, with the optimum cut-off values of 36.568 and 34.722, respectively.
conclusionA high ZJU index was significantly associated with an increasing risk of OSAS. The ZJU is expected to be a meaningful index for detecting OSAS in the general population.
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