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Cheng Q, Wang Z, Zhong H, Zhou S, Liu C, Sun J, Zhao S, Deng J. Association of non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) and gallstones among US adults aged ≤ 50 years: a cross-sectional study from NHANES 2017-2020. Lipids Health Dis 2024; 23:265. [PMID: 39175030 PMCID: PMC11340038 DOI: 10.1186/s12944-024-02262-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Accepted: 08/16/2024] [Indexed: 08/24/2024] Open
Abstract
BACKGROUND The chronic digestive condition gallstones is quite common around the world, the development of which is closely related to oxidative stress, inflammatory response and abnormalities of lipid metabolism. In the last few years, as a novel biomarker of lipid metabolism, the non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) has garnered significant interest. However, its relationship with gallstones has not been studied yet. METHODS 3,772 people, all under 50, were included in this study, and their full data came from the National Health and Nutrition Examination Survey (NHANES) database for the years 2017-2020. Information on gallstones was obtained through self-reported questionnaires. Smoothed curve fitting multifactorial logistic regression was utilized to evaluate the connection of NHHR with gallstone formation incidence. Subsequently, subgroup analysis and interaction tests were applied. Finally, to create a prediction model, logistic regression and feature screening by last absolute shrinkage and selection operator (LASSO) were used. The resulting model was displayed using a nomogram. RESULTS In multivariate logistic regression that accounted for all factors, there was a 77% increase in the likelihood of gallstones for every unit rise in lnNHHR (OR 1.77 [CI 1.11-2.83]). Following NHHR stratification, the Q4 NHHR level was substantially more linked to the risk of gallstones than the Q1 level (OR 1.86 [CI 1.04-3.32]). This correlation was stronger in women, people under 35, smokers, abstainers from alcohol, non-Hispanic White people, those with excessively high cholesterol, people with COPD, and people without diabetes. After feature screening, a predictive model and visualized nomogram for gallstones were constructed with an AUC of 0.785 (CI 0.745-0.819), which was assessed by DCA to be clinically important. CONCLUSION In the group of people ≤ 50 years of age, elevated NHHR levels were substantially linked to a higher incidence of gallstones. This correlation was stronger in several specific groups such as females, under 35 years of age, smokers, and so on. Predictive models constructed using the NHHR have potential clinical value in assessing gallstone formation.
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Affiliation(s)
- Quankai Cheng
- Department of Cardiology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Ziming Wang
- Department of Cardiology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Haicheng Zhong
- Department of Respiratory and Critical Care Medicine, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Sheng Zhou
- Department of Cardiology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Chang Liu
- Department of Cardiology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Jingjing Sun
- Department of Cardiology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Sihai Zhao
- Department of Cardiology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
- Institute of Cardiovascular Science, Translational Medicine Institute, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Jie Deng
- Department of Cardiology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
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Wang Z, Wu M, Du R, Tang F, Xu M, Gu T, Yang Q. The relationship between non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) and hyperuricaemia. Lipids Health Dis 2024; 23:187. [PMID: 38907262 PMCID: PMC11191326 DOI: 10.1186/s12944-024-02171-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 05/31/2024] [Indexed: 06/23/2024] Open
Abstract
PURPOSE The ratio of non-high-density lipoprotein cholesterol (non-HDL-c) to high-density lipoprotein cholesterol (HDL-c) (NHHR) is a novel comprehensive lipid index. The aim of this study was to investigate the relationship between the NHHR and the prevalence of hyperuricaemia (HUA) in the adult population of the U.S. METHODS This cross-sectional study collected data from the National Health and Nutrition Examination Survey (NHANES) (2007-2018). HUA was defined as a serum uric acid (SUA) concentration ≥ 7 mg/dL in men and ≥ 6 mg/dL in women. Multivariate logistic regression models and the restricted cubic spline (RCS) method were applied to examine the relationship between the NHHR and the risk of developing HUA. Subgroup analyses and interaction tests were also performed. RESULTS The prevalence of HUA increased with increasing NHHR values (9.01% vs. 13.38% vs. 17.31% vs. 25.79%, P < 0.001). The NHHR was independently correlated with the risk of developing HUA (OR = 1.10, 95% CI: 1.05-1.16; P < 0.001). Furthermore, the risk of developing HUA was significantly greater among individuals with the highest NHHR quartile than among those with the lowest NHHR quartile (OR = 1.94, 95% CI: 1.62-2.33; P < 0.001). This relationship was consistent across subgroups. According to the RCS analysis, an inverted U-shaped relationship existed between the NHHR and the risk of developing HUA. CONCLUSIONS The NHHR was closely associated with an increased risk of developing HUA. Further studies on the NHHR could be beneficial for preventing and treating HUA.
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Affiliation(s)
- Zhaoxiang Wang
- Department of Endocrinology, Affiliated Kunshan Hospital of Jiangsu University, Kunshan, Jiangsu, 215300, China
| | - Menghuan Wu
- Department of Cardiology, Xuyi People's Hospital, Xuyi, Jiangsu, 211700, China
| | - Ruiqin Du
- Department of Endocrinology, PLA Rocket Force Characteristic Medical Center, Beijing, 100088, China
| | - Fengyan Tang
- Department of Endocrinology, Affiliated Kunshan Hospital of Jiangsu University, Kunshan, Jiangsu, 215300, China
| | - Mengjiao Xu
- Department of Endocrinology, Affiliated Wujin Hospital of Jiangsu University, Changzhou, Jiangsu, 213017, China
- Department of Endocrinology, Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu, 213017, China
| | - Tian Gu
- Department of Endocrinology, Affiliated Wujin Hospital of Jiangsu University, Changzhou, Jiangsu, 213017, China
- Department of Endocrinology, Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu, 213017, China
| | - Qichao Yang
- Department of Endocrinology, Affiliated Wujin Hospital of Jiangsu University, Changzhou, Jiangsu, 213017, China.
- Department of Endocrinology, Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu, 213017, China.
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Ding X, Zhou H, Yue Q, Shu Z, Ma X, Li Y, Wu S. Association of trajectories of non-high-density lipoprotein cholesterol concentration with risk of cardiovascular disease: the Kailuan Study. BMJ Open 2023; 13:e069807. [PMID: 37185179 PMCID: PMC10151948 DOI: 10.1136/bmjopen-2022-069807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/17/2023] Open
Abstract
OBJECTIVES This study aimed to assess the association between longitudinal change in non-high-density lipoprotein cholesterol (non-HDL-C) and subsequent cardiovascular disease (CVD) risk. DESIGN A retrospective study. SETTING Data were obtained from the Kailuan Study, a dynamic cohort study initiated in 2006 in Tangshan, China. PARTICIPANTS The current study included 41 085 participants (mean age 53.9±11.6 years) free of CVD events in or before 2012. The non-HDL-C trajectory was developed according to the repeated measurement during 2006-2012 surveys to predict the CVD risk from 2012 to 2020. PRIMARY OUTCOME MEASURES CVD events included myocardial infarction and stroke. RESULTS 3 discrete non-HDL-C trajectories were identified: low-increasing (n=20 038), moderate-increasing (n=17 987) and high-increasing (n=3060). During 8 years of follow-up, 1797 CVD events were documented. Relative to the low-increasing pattern, adjusted HRs were 1.25 (95% CI: 1.13 to 1.38) for the moderate-increasing pattern and 1.46 (95% CI: 1.24 to 1.71) for the high-increasing pattern after adjustment for potential confounders such as age, sex, education background, smoking status, drinking status, physical activity, body mass index, low-density lipoprotein cholesterol, hypertension, diabetes and lipid-lowering medications. CONCLUSIONS Changes in non-HDL-C were significantly associated with subsequent risk of CVD events, and participants with a high-increasing pattern had a higher CVD risk. Long-term monitoring of non-HDL-C could be useful to improve the prediction of CVD risk. TRIAL REGISTRATION NUMBER ChiCTR-TNC-1100148.
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Affiliation(s)
- Xiong Ding
- School of Public Health, North China University of Science and Technology, Tangshan, People's Republic of China
- School of Public Health, Wuhan University, Wuhan, People's Republic of China
| | - Hui Zhou
- Xiangya School of Nursing, Central South University, Changsha, People's Republic of China
| | - Qing Yue
- School of Public Health, North China University of Science and Technology, Tangshan, People's Republic of China
| | - Zhe Shu
- School of Public Health, North China University of Science and Technology, Tangshan, People's Republic of China
| | - Xiaoxu Ma
- School of Public Health, North China University of Science and Technology, Tangshan, People's Republic of China
| | - Yun Li
- School of Public Health, North China University of Science and Technology, Tangshan, People's Republic of China
| | - Shouling Wu
- Department of Cardiology, Kailuan General Hospital, Tangshan, People's Republic of China
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Liu Y, Jin X, Fu K, Li J, Xue W, Tian L, Teng W. Non-traditional lipid profiles and the risk of stroke: A systematic review and meta-analysis. Nutr Metab Cardiovasc Dis 2023; 33:698-714. [PMID: 36737357 DOI: 10.1016/j.numecd.2023.01.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 12/10/2022] [Accepted: 01/05/2023] [Indexed: 01/13/2023]
Abstract
AIMS An increasing number of studies on non-traditional lipid profiles have been investigated in recent years. However, the associations between non-traditional lipid profiles and the risk of stroke remained inconsistent. Therefore, this meta-analysis aimed to evaluate the associations between non-traditional lipid profiles and the risk of stroke and clarify the dose-response relations. DATA SYNTHESIS We performed a systematic literature search in PubMed, Embase, and Web of Science databases until 1 November 2022 for relevant studies. Relative risks and 95% confidence intervals were pooled by random-effects or fixed-effects models. A total of 26 full-text studies with 676678 participants and 18057 stroke cases were eligible for the final study. We found a positive association between the risk of stroke and total cholesterol to high-density lipoprotein cholesterol (TC/HDL-C) ratio (RR = 1.19,95%CI = 1.00-1.40, I2 = 74.6%), triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio (RR = 1.24,95%CI = 1.10-1.41, I2 = 62.8%) or low-density lipoprotein cholesterol to high-density lipoprotein cholesterol (LDL-C/HDL-C) ratio (RR = 1.24, 95%CI = 1.11-1.39, I2 = 49.4%). When focusing on the stroke subtype, a more significant association was observed between the risk of ischemic stroke and four non-traditional lipid profiles. In dose-response analysis, we found a linear association between TC/HDL-C ratio and the risk of stroke (RR = 1.16,95%CI = 1.07-1.26). CONCLUSIONS Elevated non-traditional lipid profiles were associated with an increased risk of ischemic stroke. The linear association showed the risk of stroke increased by 16% when the pooled RR of TC/HDL-C ratio per 1-unit increased. REGISTRATION NUMBER IN PROSPERO CRD42022321251.
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Affiliation(s)
- Yueting Liu
- Department of Neurology, the First Affiliated Hospital, China Medical University, Shenyang, China
| | - Xiaolin Jin
- Department of Neurology, the First Affiliated Hospital, China Medical University, Shenyang, China
| | - Kailei Fu
- Department of Neurology, the First Affiliated Hospital, China Medical University, Shenyang, China
| | - Jinwei Li
- Department of Neurology, the First Affiliated Hospital, China Medical University, Shenyang, China
| | - Weishuang Xue
- Department of Neurology, the First Affiliated Hospital, China Medical University, Shenyang, China
| | - Li Tian
- Department of Geriatrics, Shengjing Hospital, China Medical University, Shenyang, China.
| | - Weiyu Teng
- Department of Neurology, the First Affiliated Hospital, China Medical University, Shenyang, China.
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Otsuka T. Is Non-High-Density Lipoprotein Cholesterol Evaluation Perfect? From the High-Density Lipoprotein Function Viewpoint. J Atheroscler Thromb 2022; 29:1271-1272. [PMID: 35650109 PMCID: PMC9444802 DOI: 10.5551/jat.ed208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Affiliation(s)
- Toshiaki Otsuka
- Department of Hygiene and Public Health, Nippon Medical School
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