Joint association of weekend catch-up sleep and triglyceride-glucose index on bone loss and all-cause mortality in employed U.S. adults aged 18–60 with diabetes

The increasing prevalence of younger-onset type 2 diabetes mellitus (T2DM) has resulted in an increased risk of bone loss and mortality among employed adults aged 18–60 years. Weekend catch-up sleep (WCS) index, reflecting irregularity in sleep duration, and triglyceride-glucose (TyG) index, reflecting glucolipid metabolism, may be interrelated in the assessment of diabetes pathophysiology. This study developed a composite WCS + TyG index to yield an incremental effect, improving predictive performance of bone loss risk and all-cause mortality in employed U.S. adults aged 18–60 years with T2DM. A cohort analysis included 4,185 employed adults aged 18–60 with T2DM from the NHANES database. Receiver operating characteristic (ROC) curves, logistic regression, and Cox models were used to evaluate predictive performance of the WCS + TyG combination on bone loss risk and all-cause mortality. Logistic regression and Cox models provided preliminary evidence that the WCS + TyG combination was an independent risk factor for bone loss and all-cause mortality; among patients with T2DM, those with high levels of both indices had the highest risk (full adjusted Model 3: bone loss risk OR = 1.480, 95% CI = 1.195–1.833, P < 0.001; all-cause mortality HR = 2.600, 95% CI = 1.957–3.454, P < 0.001). These findings suggest an association, but causal conclusions cannot be drawn, and further prospective research is needed to confirm these results. This study confirmed that the WCS + TyG combination can provide an incremental effect in predicting risk of bone loss and all-cause mortality in employed U.S. adults aged 18–60 with T2DM.

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Journal
Lipids in Health and Disease
Published
2026-03-26
DOI
https://doi.org/10.1186/s12944-026-02936-z
Primary Topic
Sleep and related disorders
Type
article
Field-Weighted Citation Impact
0.00
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article

Joint association of weekend catch-up sleep and triglyceride-glucose index on bone loss and all-cause mortality in employed U.S. adults aged 18–60 with diabetes

Ronghui Yu, Cong Ma, Kangwei Wang, Junhong Li et al.
Lipids in Health and Disease
Sleep and related disorders
article

Joint association of weekend catch-up sleep and triglyceride-glucose index on bone loss and all-cause mortality in employed U.S. adults aged 18–60 with diabetes

Ronghui Yu, Cong Ma, Kangwei Wang, Junhong Li, Zhen’ai Liang, Yuxiong Weng, Hongxiang Feng, Jingcheng Li, Xiaodong Wang, Ping Liu
article en

Abstract

The increasing prevalence of younger-onset type 2 diabetes mellitus (T2DM) has resulted in an increased risk of bone loss and mortality among employed adults aged 18–60 years. Weekend catch-up sleep (WCS) index, reflecting irregularity in sleep duration, and triglyceride-glucose (TyG) index, reflecting glucolipid metabolism, may be interrelated in the assessment of diabetes pathophysiology. This study developed a composite WCS + TyG index to yield an incremental effect, improving predictive performance of bone loss risk and all-cause mortality in employed U.S. adults aged 18–60 years with T2DM. A cohort analysis included 4,185 employed adults aged 18–60 with T2DM from the NHANES database. Receiver operating characteristic (ROC) curves, logistic regression, and Cox models were used to evaluate predictive performance of the WCS + TyG combination on bone loss risk and all-cause mortality. Logistic regression and Cox models provided preliminary evidence that the WCS + TyG combination was an independent risk factor for bone loss and all-cause mortality; among patients with T2DM, those with high levels of both indices had the highest risk (full adjusted Model 3: bone loss risk OR = 1.480, 95% CI = 1.195–1.833, P < 0.001; all-cause mortality HR = 2.600, 95% CI = 1.957–3.454, P < 0.001). These findings suggest an association, but causal conclusions cannot be drawn, and further prospective research is needed to confirm these results. This study confirmed that the WCS + TyG combination can provide an incremental effect in predicting risk of bone loss and all-cause mortality in employed U.S. adults aged 18–60 with T2DM.

Lipids in Health and Disease
Union Hospital (HK), Wuhan University (CN), Soochow University (CN), Wuhan Union Hospital (CN), Tongji Hospital (CN), Union Hospital (CN), Huazhong University of Science and Technology (CN)
Good health and well-being
Openalex Percentile: Top 11%
Sleep and related disorders
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