Association of Remnant Cholesterol With Self‑Reported Trouble Sleeping and Mediation by Depression

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ABSTRACTPurposeRemnant cholesterol (RC) is an independent risk factor for cardiovascular diseases. The objective of this study is to assess the correlation between RC levels and trouble sleeping among U.S. adults.MethodsThis study analyzed data from 14,617 adults enrolled in the National Health and Nutrition Examination Survey (NHANES), calculating RC by subtracting both high‐density and low‐density lipoprotein cholesterol (HDL‐c and LDL‐c) from total cholesterol (TC). Trouble sleeping was identified through self‐report history. The relationship between RC and trouble sleeping was explored through logistic regression, restricted cubic spline (RCS), and mediation analysis.ResultsThe prevalence of trouble sleeping escalates with increasing RC levels. Adjusting for potential confounders, higher RC levels were significantly associated with an increased risk of trouble sleeping [OR (95% CI): 1.30 (1.13–1.49), p < 0.001]. A linear relationship was identified through RCS analysis. Moreover, depression was found to partially mediate the relationship between RC and trouble sleeping.ConclusionsTrouble sleeping is associated with increased RC levels. The causal relationship requires additional investigation.

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  • Mar 31, 2014
  • Journal of Allergy and Clinical Immunology
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  • American Journal of Kidney Diseases
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  • Guifen Cai + 3 more

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Background Approximately one in eight women aged 15–49 years seek medical care for infertility. Oxidative stress is a critical factor in female infertility. The Composite Dietary Antioxidant Index (CDAI) is a novel metric for assessing overall dietary antioxidant capacity. This study aimed to investigate the association between CDAI, its individual components, and infertility risk. Methods A cross-sectional analysis was conducted using 2013–2020 National Health and Nutrition Examination Survey (NHANES) data. The CDAI was calculated based on dietary intake of vitamins A, C, E, zinc, selenium, and carotenoids. Weighted logistic regression models were used to assess associations between CDAI (and its components) and infertility. Restricted cubic spline (RCS) analysis was applied to evaluate potential non-linear relationships. Subgroup and sensitivity analyses were performed to test the robustness of the findings. Results A negative association between CDAI and infertility was observed (OR = 0.95; 95%CI [0.91−0.99], P = 0.014). Stratification by CDAI quartiles showed a consistent decreasing trend in infertility risk (Q4 vs. Q1: OR = 0.52; 95%CI [0.33–0.84], P for trend = 0.003). RCS analysis indicated a linear negative relationship between CDAI and infertility (P for non-linear = 0.278). Higher carotenoid intake was inversely associated with infertility risk, whereas intakes of vitamin A and C showed V-shaped, non-linear associations with infertility (P for non-linear < 0.05). These findings remained stable across subgroup and sensitivity analyses. Conclusion CDAI is linearly and inversely associated with the prevalence of female infertility, highlighting the potential importance of antioxidant-rich diets in promoting women’s reproductive health.

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  • 10.1053/j.ajkd.2008.05.003
The Cognition–Kidney Disease Connection: Lessons From Population-Based Studies in the United States
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  • 10.1186/s12933-025-02880-9
Predictive value of the combined triglyceride-glucose and frailty index for cardiovascular disease and stroke in two prospective cohorts.
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Positive and linear association of hepatic steatosis index with female infertility in US women: results from the National Health and Nutrition Examination Survey 2013–2018
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  • Xinjie Wu + 2 more

BackgroundFemale infertility is a global reproductive health challenge. The hepatic steatosis index (HSI) is a simple and non-invasive screening tool for steatosis. We herein explore the association of HSI with female infertility through the National Health and Nutrition Examination Survey (NHANES) 2013–2018.MethodsThis cross-sectional study included 2,133 reproductive-age women from 15 U.S. states, with data collected through standardized questionnaires, physical examinations, and laboratory tests across three survey cycles (2013–2018). HSI was assessed based on body mass index, ALT/AST, sex, and diabetes status. Female infertility status was ascertained through standardized questionnaire items reflecting clinical diagnostic criteria (≥1 year of unprotected intercourse without conception), though not verified by medical records or fertility testing. Multivariable logistic regression analysis was used to explore the association between HSI and female infertility and to calculate the odds ratio (OR) and 95% confidence interval (CI). Restricted cubic spline (RCS) and stratified analyses were further employed to examine potential nonlinear relationships and subgroup disparities. Explored the factors affecting HSI through multivariate analysis.ResultsA total of 2,133 reproductive-age women were enrolled, of whom 271 had infertility. There was no significant trend in HSI levels across cycles. In the fully adjusted model, HSI showed positive cross-sectional associations with self-reported infertility status (OR 1.02, 95% CI 1.01–1.04, p = 0.005). Compared to Q1, HSI at Q4 was associated with a 72% increase in the odds of female infertility (p = 0.003). Restricted cubic spline (RCS) analysis indicated that this association was linear (p for nonlinear = 0.9698). Stratified analyses suggested that this association was more pronounced among those <35 years of age and those with <high school education. RCS analyses based on age subgroups similarly indicated that this association was significant and linear among participants <35 years.ConclusionHSI was positively associated with the odds of female infertility and demonstrated a linear dose–response association. These findings suggest that HSI may be used as an potential marker to screen reproductive age women at high risk of infertility, although further research is needed to validate its predictive utility and clinical applicability.

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  • Cite Count Icon 1
  • 10.1186/s13018-025-05625-2
The association between dietary fiber intake and osteoarthritis: a cross-sectional study from the 1999–2018 U.S. National Health and Nutrition Examination Survey
  • Feb 27, 2025
  • Journal of Orthopaedic Surgery and Research
  • Xiaofeng Lv + 8 more

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