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Agarwal T, Lyngdoh T, Khadgawat R, Dudbridge F, Kinra S, Relton C, Smith GD, Ebrahim S, Prabhakaran D, Chandak GR, Gupta V, Walia GK. Novel genomic variants related to visceral adiposity index (VAI) and body adiposity index (BAI) in Indian sib-pairs. Int J Obes (Lond) 2024; 48:1552-1558. [PMID: 38971891 DOI: 10.1038/s41366-024-01570-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Revised: 05/24/2024] [Accepted: 06/12/2024] [Indexed: 07/08/2024]
Abstract
BACKGROUND Obesity is among the leading public health threats globally. Over the last few years, visceral adiposity index (VAI), and body adiposity index (BAI), derived from anthropometric, and biochemical measures, have gained importance as a measure of obesity. However, unlike other common indices like body mass index, and waist circumference, the genetic predisposition of VAI, and BAI under-examined. METHODS 2265 sib-pairs from Indian Migration Study were used for examining the association of genetic variants from the Cardio-Metabochip array with VAI, and BAI. Mixed linear regression models were run, and all inferences were based on the within-sib component of the Fulker's association models. Gene-environment/lifestyle interaction analyses were also undertaken. RESULTS rs6659428 at LOC400796 | SEC16B (β = 0.26, SE = 0.05), and rs7611535 at DRD3 | LOC645180 (β = 0.18, SE = 0.04) were associated with VAI at suggestive significance value of <8.21 × 10-6. For BAI, rs73300702 at JAZF1-AS1 (β = 0.27, SE = 0.06), was the top hit at p value < 8.21 × 10-6. Further, rs6659428 showed marginal effect modification with rural/urban location (β = 0.26, SE = 0.13, p value = 0.047), and rs73300702 with physical activity (β = -0.29,SE = 0.14, p value = 0.034). CONCLUSION We report three novel genetic loci for VAI, and BAI in Indians that are important indicators of adiposity. These findings need to be replicated and validated with larger samples from different ethnicities. Further, functional studies for understanding the biological mechanisms of these adiposity indices need to be undertaken to understand the underlying pathophysiology.
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Affiliation(s)
- Tripti Agarwal
- Indian Institute of Public Health-Delhi, Public Health Foundation of India, Delhi, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | | | | | - Frank Dudbridge
- Department of Population Health Sciences, University of Leicester, Leicester, UK
| | - Sanjay Kinra
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene, and Tropical Medicine, London, UK
| | - Caroline Relton
- MRC Integrative Epidemiology Unit, Bristol Medical School, University of Bristol, Bristol, UK
| | - George Davey Smith
- MRC Integrative Epidemiology Unit, Bristol Medical School, University of Bristol, Bristol, UK
| | - Shah Ebrahim
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene, and Tropical Medicine, London, UK
| | | | - Giriraj Ratan Chandak
- Genomic Research in Complex diseases (GRC Group), CSIR-Centre for Cellular, and Molecular Biology, Hyderabad, India
| | - Vipin Gupta
- Department of Anthropology, University of Delhi, New Delhi, India.
| | - Gagandeep Kaur Walia
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India.
- Centre for Chronic Disease Control, New Delhi, India.
- Public Health Foundation of India, Delhi, India.
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Zhou H, Li T, Li J, Zhuang X, Yang J. The association between visceral adiposity index and risk of type 2 diabetes mellitus. Sci Rep 2024; 14:16634. [PMID: 39025982 PMCID: PMC11258278 DOI: 10.1038/s41598-024-67430-x] [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: 02/17/2024] [Accepted: 07/11/2024] [Indexed: 07/20/2024] Open
Abstract
Relationships between the visceral adiposity index (VAI) and type 2 diabetes mellitus (T2DM) have been underexplored. The purpose of this study is to explore association between VAI and T2DM in adults in the US. Based on the National Health and Nutrition Examination Survey 2007-2018, 11,214 participants aged 20 years or older were included in a cross-sectional study. Multifactorial logistic regression analysis and smoothed curve fitting analysis were performed to investigate links between VAI and the prevalence of T2DM, as well as the stability and incidence between subgroups. In a fully adjusted continuous model, the aggregate population risk of T2DM increased 0.43-fold with each 1-unit increase in VAI [odds ratio (OR) = 1.43; 95% confidence interval (CI) 1.35-1.50]. In the fully adjusted categorical model with VAI scores stratified by quartiles, results showed a higher T2DM advantage among participants in the second, third, and fourth quartiles (Q2: OR 1.35, 95% CI 1.06-1.71; Q3: OR 2.46, 95% CI 1.95-3.11; Q4: OR 4.42, 95% CI 3.55-05.50). Compared with Q1, the prevalence of T2DM in the total population increased 3.42-fold in Q4. The above results indicated that VAI was positively associated with the prevalence of T2DM, which was consistent and nonlinear with the smoothed curve-fitting analysis (P for non-linear = 0). Subgroup analyses after adjusting for covariates showed that keeping with the overall population results, it also was found that there was an interaction between sex and hypertension in the subgroups. VAI was positively associated with the prevalence of T2DM and was more prevalent in women, non-hypertensive than in men, hypertensive populations.
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Affiliation(s)
- Haoran Zhou
- Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Tianshu Li
- Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Jie Li
- Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Xin Zhuang
- Department of Cardiology, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, 250000, China.
| | - Jie Yang
- Department of Cardiology, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, 250000, China.
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Liu J, Gao Y, Ye N, He X, Zhang J. Association of sleep duration with Visceral Adiposity Index: a cross-sectional study based on the NHANES 2007-2018. BMJ Open 2024; 14:e082601. [PMID: 39019627 PMCID: PMC11407204 DOI: 10.1136/bmjopen-2023-082601] [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] [Indexed: 07/19/2024] Open
Abstract
OBJECTIVE We aimed to assess the associations between sleep duration and Visceral Adiposity Index (VAI). DESIGN Cross-sectional study. SETTING The National Health and Nutrition Examination Survey (2007-2018). PARTICIPANTS A total 11 252 eligible participants who have complete information for sleep duration and VAI. OUTCOME MEASURE The VAI index, which is sex-specific and takes into consideration factors such as waist circumference, body mass index, high-density lipoprotein cholesterol and triglycerides, was calculated in accordance with prior research. Multiple linear regressions and subgroup analyses were employed to evaluate the connection between the duration of sleep and the VAI. RESULTS The mean sleep duration and VAI of included participants were 7.05 hours/day and 2.03, respectively. After adjusting for the sociodemographic, lifestyle and other covariates, short sleep was significantly linked to increased VAI (β=0.15, 95% CI 0.01 to 0.28) in relation to middle sleep duration, whereas no significant association was found between long sleep duration and VAI. An L-shaped relationship was observed between sleep duration and VAI. When sleep duration was less than 7.5 hours/day, a negative association between sleep duration and VAI was obvious. However, when sleep duration was >7.5 hours/day, VAI was increased with a longer sleep duration, although it was not significant. CONCLUSIONS An L-shaped relationship was observed between sleep duration and VAI, with insufficient sleep, being independently linked to a higher VAI. This implies that sleep deprivation might be associated with visceral adipose distribution and disfunction.
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Affiliation(s)
- Juan Liu
- Department of Nursing, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Zhejiang University School of Medicine, Hangzhou, China
| | - Yajie Gao
- Zhejiang University School of Medicine, Hangzhou, China
| | - Nan Ye
- Zhejiang University School of Medicine, Hangzhou, China
| | - Xingkang He
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University Medical School, Zhejiang University School of Medicine, Hangzhou, China
| | - Jing Zhang
- Second Department of Infectious Disease, Fifth People's Hospital of Shanghai Fudan University, Shanghai, China
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Qiu S, Liu X, Lei L, Liang H, Li X, Wang Y, Yu C, Li X, Tang Y, Wu J, Wang Y, Zha D, Liu X, Xiao M, Xiu J. Association between the stress-hyperglycemia ratio and all-cause mortality in community-dwelling populations: An analysis of the National Health and Nutrition Examination Survey (NHANES) 1999-2014. J Diabetes 2024; 16:e13567. [PMID: 38769875 PMCID: PMC11106591 DOI: 10.1111/1753-0407.13567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 02/01/2024] [Accepted: 04/01/2024] [Indexed: 05/22/2024] Open
Abstract
BACKGROUND Reportedly, the stress-hyperglycemia ratio (SHR) is closely associated with poor prognosis in patients with severe acute disease. However, the community-dwelling may also be in a state of stress due to environmental exposure. Our study aimed to explore the association between SHR and all-cause mortality in the community-dwelling population. METHODS A total of 18 480 participants were included out of 82 091 from the NHANES 1999-2014 survey. The Kaplan-Meier survival analyses were used to assess the disparities in survival rates based on SHR, and the log-rank test was employed to investigate the distinctions between groups. The multivariate Cox regression analysis and restricted cubic spline (RCS) analysis were performed to assess the association of SHR with all-cause mortality. A subgroup analysis was also conducted. RESULTS A total of 3188 deaths occurred during a median follow-up period of 11.0 (7.7; 15.4) years. The highest risk for all-cause mortality was observed when SHR≤ 0.843 or SHR ≥0.986 (log-rank p < .001). After adjusting for the confounding factors, compared with subjects in the second SHR quartile (Q2), participants in the highest (Q4, adjusted hazard ratio [HR] 1.49, 95% confidence interval [CI] 1.28-1.73) and lowest quartiles (Q1, adjusted HR 1.37, 95% CI 1.16-1.60) have a higher probability of all-cause death. The RCS observed a dose-response U-shaped association between SHR and all-cause mortality. The U-shaped association between SHR and all-cause mortality was similar across subgroup analysis. CONCLUSIONS The SHR was significantly associated with all-cause mortality in the community-dwelling population, and the relationship was U-shaped.
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Affiliation(s)
- Shifeng Qiu
- Department of CardiologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
- Guangdong Provincial Key Laboratory of Shock and MicrocirculationNanfang Hospital, Southern Medical UniversityGuangzhouChina
- State Key Laboratory of Organ Failure ResearchNanfang Hospital, Southern Medical UniversityGuangzhouChina
| | - Xiaocong Liu
- Department of CardiologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
- Guangdong Provincial Key Laboratory of Shock and MicrocirculationNanfang Hospital, Southern Medical UniversityGuangzhouChina
- State Key Laboratory of Organ Failure ResearchNanfang Hospital, Southern Medical UniversityGuangzhouChina
| | - Li Lei
- Department of CardiologyShenzhen People's Hospital (The Second Clinical Medical College, Jinan University, The First Affiliated Hospital, Southern University of Science and Technology)ShenzhenChina
| | - Hongbin Liang
- Department of CardiologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
- Guangdong Provincial Key Laboratory of Shock and MicrocirculationNanfang Hospital, Southern Medical UniversityGuangzhouChina
- State Key Laboratory of Organ Failure ResearchNanfang Hospital, Southern Medical UniversityGuangzhouChina
| | - Xue Li
- Department of GastroenterologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
| | - Yutian Wang
- Department of CardiologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
- Guangdong Provincial Key Laboratory of Shock and MicrocirculationNanfang Hospital, Southern Medical UniversityGuangzhouChina
- State Key Laboratory of Organ Failure ResearchNanfang Hospital, Southern Medical UniversityGuangzhouChina
| | - Chen Yu
- Department of CardiologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
- Guangdong Provincial Key Laboratory of Shock and MicrocirculationNanfang Hospital, Southern Medical UniversityGuangzhouChina
- State Key Laboratory of Organ Failure ResearchNanfang Hospital, Southern Medical UniversityGuangzhouChina
| | - Xiaobo Li
- Department of CardiologyXiangdong Hospital Affiliated to Hunan Normal UniversityZhuzhouChina
| | - Yongzhen Tang
- Department of CardiologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
- Guangdong Provincial Key Laboratory of Shock and MicrocirculationNanfang Hospital, Southern Medical UniversityGuangzhouChina
- State Key Laboratory of Organ Failure ResearchNanfang Hospital, Southern Medical UniversityGuangzhouChina
| | - Juefei Wu
- Department of CardiologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
- Guangdong Provincial Key Laboratory of Shock and MicrocirculationNanfang Hospital, Southern Medical UniversityGuangzhouChina
- State Key Laboratory of Organ Failure ResearchNanfang Hospital, Southern Medical UniversityGuangzhouChina
| | - Yuegang Wang
- Department of CardiologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
- Guangdong Provincial Key Laboratory of Shock and MicrocirculationNanfang Hospital, Southern Medical UniversityGuangzhouChina
- State Key Laboratory of Organ Failure ResearchNanfang Hospital, Southern Medical UniversityGuangzhouChina
| | - Daogang Zha
- Department of CardiologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
- Guangdong Provincial Key Laboratory of Shock and MicrocirculationNanfang Hospital, Southern Medical UniversityGuangzhouChina
- State Key Laboratory of Organ Failure ResearchNanfang Hospital, Southern Medical UniversityGuangzhouChina
- Department of General PracticeNanfang Hospital, Southern Medical UniversityGuangzhouChina
| | - Xuewei Liu
- Guangdong Provincial Key Laboratory of Shock and MicrocirculationNanfang Hospital, Southern Medical UniversityGuangzhouChina
- The First School of Clinical MedicineSouthern Medical UniversityDongguanChina
| | - Min Xiao
- Department of CardiologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
- Guangdong Provincial Key Laboratory of Shock and MicrocirculationNanfang Hospital, Southern Medical UniversityGuangzhouChina
- State Key Laboratory of Organ Failure ResearchNanfang Hospital, Southern Medical UniversityGuangzhouChina
| | - Jiancheng Xiu
- Department of CardiologyNanfang Hospital, Southern Medical UniversityGuangzhouChina
- Guangdong Provincial Key Laboratory of Shock and MicrocirculationNanfang Hospital, Southern Medical UniversityGuangzhouChina
- State Key Laboratory of Organ Failure ResearchNanfang Hospital, Southern Medical UniversityGuangzhouChina
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Yi H, Li M, Dong Y, Gan Z, He L, Li X, Tao Y, Xia Z, Xia Z, Xue Y, Zhai Z. Nonlinear associations between the ratio of family income to poverty and all-cause mortality among adults in NHANES study. Sci Rep 2024; 14:12018. [PMID: 38797742 PMCID: PMC11128441 DOI: 10.1038/s41598-024-63058-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 05/24/2024] [Indexed: 05/29/2024] Open
Abstract
Socioeconomic status (SES) has been linked to mortality rates, with family income being a quantifiable marker of SES. However, the precise association between the family income-to-poverty ratio (PIR) and all-cause mortality in adults aged 40 and older remains unclear. A cross-sectional study was conducted using data from NHANES III, including 20,497 individuals. The PIR was used to assess financial status, and various demographic, lifestyle, and clinical factors were considered. Mortality data were collected from the NHANES III linked mortality file. The study revealed a non-linear association between PIR and all-cause mortality. The piecewise Cox proportional hazards regression model showed an inflection point at PIR 3.5. Below this threshold, the hazard ratio (HR) for all-cause mortality was 0.85 (95% CI 0.79-0.91), while above 3.5, the HR decreased to 0.66 (95% CI 0.57-0.76). Participants with lower income had a higher probability of all-cause mortality, with middle-income and high-income groups showing lower multivariate-adjusted HRs compared to the low-income group. This study provides evidence of a non-linear association between PIR and all-cause mortality in adults aged 40 and older, with an inflection point at PIR 3.5. These findings emphasize the importance of considering the non-linear relationship between family income and mortality when addressing socioeconomic health disparities.
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Affiliation(s)
- Hong Yi
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Minghui Li
- Department of Cardiovascular Medicine, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100037, China
| | - Youzheng Dong
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, 330006, China
| | - Zumao Gan
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, 330006, China
| | - Lei He
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, 330006, China
| | - Xiaozhong Li
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, 330006, China
| | - Yu Tao
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, 330006, China
| | - Zirong Xia
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, 330006, China
| | - Zhen Xia
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, 330006, China
| | - Yumei Xue
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Zhenyu Zhai
- Department of Cardiovascular Medicine, The Second Affiliated Hospital of Nanchang University, Nanchang, 330006, China.
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Zhou H, Li T, Li J, Zheng D, Yang J, Zhuang X. Association of visceral adiposity index with hypertension (NHANES 2003-2018). Front Cardiovasc Med 2024; 11:1341229. [PMID: 38784171 PMCID: PMC11111981 DOI: 10.3389/fcvm.2024.1341229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 04/26/2024] [Indexed: 05/25/2024] Open
Abstract
Objectives This study focused on the association between visceral adiposity index (VAI) and the prevalence of hypertension in a nationally representative population of American adults. Methods The study obtained data from the National Health and Nutrition Examination Survey (NHANES) database from 2003-2018 for a large-scale study. This study incorporated participants ≥18 years of age. Multivariate logistic regression modelling and smoothed curve fitting were applied to investigate the existence of a correlation between VAI and hypertension prevalence. Subgroups were analyzed to confirm the stationarity of the association between VAI and hypertension prevalence. In addition, an interaction test was conducted in this study. Results In completely adapted sequential models, the risk of hypertension prevalence in the overall population increased 0.17-fold with each 1-unit increase in VAI [odds ratio (OR) = 1.17; 95% confidence interval (CI) 1.12-1.22]. In the wholly adapted categorical model, there was a 0.95-fold increased risk of hypertension in the population of VAI quartile 4 (Q4) vs. VAI quartile 1 (Q1) (OR = 1.95; 95% CI 1.62-2.35). These results indicate that VAI was strongly related to the occurrence of hypertension, and smoothed curve-fitting analysis showed nonlinearity. Adjustment for covariates revealed no apparent interactions in the subgroup analyses, and results were stable across subgroups. Conclusion This cross-sectional study suggests a nonlinear and positive correlation between elevated VAI and the adult risk of developing hypertension in U.S. adults.
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Affiliation(s)
- Haoran Zhou
- Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Tianshu Li
- Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Jie Li
- Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Dongdong Zheng
- Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Jie Yang
- Department of Cardiology, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Xin Zhuang
- Department of Cardiology, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China
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Fakhrolmobasheri M, Abhari AP, Heidarpour M, Paymannejad S, Pourmahdi‐Boroujeni M, Saffari AS, Okhovat P, Roohafza H, Sadeghi M, Rabanipour N, Shafie D, Sarrafzadehgan N. Lipid accumulation product and visceral adiposity index for incidence of cardiovascular diseases and mortality; results from 13 years follow-up in Isfahan cohort study. Obes Sci Pract 2024; 10:e713. [PMID: 38264005 PMCID: PMC10804326 DOI: 10.1002/osp4.713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 09/13/2023] [Accepted: 09/14/2023] [Indexed: 01/25/2024] Open
Abstract
Background /Aims: Visceral adiposity index (VAI) and lipid accumulation product (LAP) are novel anthropometric indices that have shown an association with metabolic syndrome; however, limited data are available regarding the predictive performance of these indices for the incidence of cardiovascular diseases (CVD) and mortality. Methods This study was performed on the data retrieved from Isfahan Cohort Study (ICS). ICS is an ongoing population-based cohort study conducted in 3 counties in central Iran. Pearson correlation analysis was performed between LAP, VAI, and metabolic parameters. Cox regression analysis and receiver operative characteristics (ROC) curve analysis were performed in order to evaluate the ability of VAI and LAP for the incidence of CVD, CVD-associated mortality, and all-cause mortality. We further compared the predictive performance of VAI and LAP with body mass index (BMI). Results LAP and VAI were significantly correlated with all metabolic variables, including blood pressure, fasting blood glucose, and lipid profile components. Univariate regression analysis indicated a significant association between LAP and VAI and CVD incidence. In multivariate analysis, only VAI was significantly associated with CVD incidence. Regarding CVD mortality, only VAI in the multivariate analysis revealed a significant association. Interestingly, Both VAI and LAP were negatively associated with all-cause mortality. ROC curve analysis indicated the superior performance of LAP and VAI for predicting CVD incidence compared to BMI; however, BMI was better in predicting all-cause mortality. Conclusion Compared to BMI, LAP and VAI have better predictive performance for the incidence of CVD. In contrast, BMI was superior to VAI and LAP in the prediction of all-cause mortality.
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Affiliation(s)
- Mohammad Fakhrolmobasheri
- Heart Failure Research CenterCardiovascular Research InstituteIsfahan University of Medical SciencesIsfahanIran
| | - Amir Parsa Abhari
- Heart Failure Research CenterCardiovascular Research InstituteIsfahan University of Medical SciencesIsfahanIran
| | - Maryam Heidarpour
- Isfahan Endocrine and Metabolism Research CenterIsfahan University of Medical SciencesIsfahanIran
| | - Saina Paymannejad
- Heart Failure Research CenterCardiovascular Research InstituteIsfahan University of Medical SciencesIsfahanIran
| | | | | | - Paria Okhovat
- Heart Failure Research CenterCardiovascular Research InstituteIsfahan University of Medical SciencesIsfahanIran
| | - Hamidreza Roohafza
- Cardiac Rehabilitation Research CenterCardiovascular Research InstituteIsfahan University of Medical SciencesIsfahanIran
| | - Masoumeh Sadeghi
- Cardiac Rehabilitation Research CenterCardiovascular Research InstituteIsfahan University of Medical SciencesIsfahanIran
| | - Najmeh Rabanipour
- Department of Biostatistics and EpidemiologySchool of HealthIsfahan University of Medical SciencesIsfahanIran
| | - Davood Shafie
- Heart Failure Research CenterCardiovascular Research InstituteIsfahan University of Medical SciencesIsfahanIran
| | - Nizal Sarrafzadehgan
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical SciencesIsfahanIran
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Luo Y, Zhan X, Liu Y, Chen L, Zhu L, Cai W. Predicted visceral adiposity index in relation to risk of coronary heart disease and all-cause mortality: insights from NHANES. Front Endocrinol (Lausanne) 2024; 14:1296398. [PMID: 38260165 PMCID: PMC10801171 DOI: 10.3389/fendo.2023.1296398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 12/11/2023] [Indexed: 01/24/2024] Open
Abstract
Background and aims The Visceral Adiposity Index (VAI) is a straightforward and gender-specific marker that combines anthropometric measurements with lipid profiles. The objective of this study was to evaluate the relationship between VAI and coronary heart disease (CHD). Methods and results The study examined data collected from adults during the NHANES 1999-2018 cycle. The analyses were weighted, and multivariable logistic regression models were employed to investigate the association between VAI and CHD. Additionally, subgroup analyses stratified by age were conducted. To evaluate the impact of VAI levels on survival outcomes, the study utilized the Kaplan-Meier method and performed the log-rank test to evaluate the survival outcome of participants with different VAI levels. The study findings revealed a significant association between VAI and CHD, indicating a non-linear relationship where an increase in VAI was associated with an elevated risk of CHD. High levels of VAI were linked to an increased prevalence of CHD (Q4 vs Q1, OR 1.50, 95% CI 1.12-2.01, P=0.01). Additionally, higher levels of VAI were associated with a poorer overall prognosis in terms of survival outcomes. There were no statistically significant differences in survival outcomes among the population with CHD. Conclusion The results of this study highlighted a significant association between VAI and CHD, with a non-linear relationship observed. High VAI levels were associated with an increased risk of CHD and poor survival outcomes, emphasizing the importance of understanding and managing this risk factor, particularly in older age groups.
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Affiliation(s)
- Yixing Luo
- Department of Gastroenterology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Xiangpeng Zhan
- Department of Urology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Yang Liu
- Department of Cardiology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Luyao Chen
- Department of Urology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Liang Zhu
- Department of Gastroenterology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Wenyao Cai
- Department of Cardiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
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Liang D, Liu C, Yang M. The association of visceral adiposity index with the risk of kidney stone and kidney stone recurrence. BMC Nephrol 2023; 24:368. [PMID: 38087224 PMCID: PMC10717979 DOI: 10.1186/s12882-023-03421-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Accepted: 12/02/2023] [Indexed: 12/18/2023] Open
Abstract
AIM Our aim in this study was primarily to assess the relationship between visceral adiposity index (VAI) and the risk of kidney stones and kidney stone recurrence in US adults. METHODS We used data from the National Health and Nutrition Examination Survey (NHANES) 2007-2014 for our analysis. VAI was calculated from waist circumference (WC), body mass index (BMI), triglycerides (TG), and high-density lipoprotein-cholesterol (HDL-C). Kidney stones and recurrence of kidney stones were obtained from questionnaire interview data. We used multivariate logistic regression analysis to explore the correlation between VAI and the risk of kidney stone and kidney stone recurrence. In addition, we performed subgroup analysis, interaction tests, and restricted cubic spline (RCS) analysis. RESULTS A total of 9886 participants were included in this study, with a prevalence of 9.24% for kidney stones and 2.97% for recurrence of kidney stones. The prevalence of kidney stones and kidney stone recurrence increased with higher quartiles of VAI. We observed a significantly positive correlation between VAI and the risk of kidney stone and kidney stone recurrence. Participants with the highest VAI quartiles had a 48% (OR: 1.48, 95%CI: 1.08-2.02) and 52% (OR: 1.52, 95%CI: 0.86-2.71) increased risk of kidney stones and kidney stone recurrence, respectively, compared to participants with the lowest VAI quartiles. Subgroup analysis and interaction tests demonstrated this positive association independent of different subgroup factors. CONCLUSION Visceral fat accumulation may be associated with an increased risk of kidney stones and kidney stone recurrence.
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Affiliation(s)
- Dan Liang
- Department of Endocrine, People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
- The West China College of Medicine, Sichuan University, Chengdu, China
| | - Chang Liu
- School of Medicine, Nankai University, Tianjin, China
| | - Mei Yang
- Department of Endocrine, People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China.
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Cheng S, Han Y, Jiang L, Lan Z, Liao H, Guo J. Associations of oxidative balance score and visceral adiposity index with risk of ischaemic heart disease: a cross-sectional study of NHANES, 2005-2018. BMJ Open 2023; 13:e072334. [PMID: 37451720 PMCID: PMC10351262 DOI: 10.1136/bmjopen-2023-072334] [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: 01/31/2023] [Accepted: 06/15/2023] [Indexed: 07/18/2023] Open
Abstract
OBJECTIVE Evidence on the association of oxidative balance score (OBS) and visceral adiposity index (VAI) with risk of ischaemic heart disease (IHD) is limited. We aimed to explore the association of OBS and VAI with risk of IHD, and then examined their potential interactive effects. DESIGN A cross-sectional study. SETTING The National Health and Nutrition Examination Survey. PARTICIPANTS A total of 27 867 individuals aged more than 20 years were included in this study. PRIMARY AND SECONDARY OUTCOME MEASURES Multivariable logistic regression analyses were used to estimate ORs and 95% CIs for the associations of OBS and VAI with risk of IHD, including coronary heart disease (CHD), heart attack and angina pectoris. RESULTS Compared with those in the first quintile, participants with highest quintile of OBS had decreased risk of IHD (OR: 0.59, 95% CI: 0.50, 0.69), CHD (OR: 0.65, 95% CI: 0.52, 0.80), heart attack (OR: 0.53, 95% CI: 0.43, 0.66) and angina pectoris (OR: 0.63, 95% CI: 0.48, 0.82); meanwhile, those with highest quintile of VAI had increased risk of IHD (OR: 1.46, 95% CI: 1.22, 1.74), CHD (OR: 1.34, 95% CI: 1.07, 1.67), heart attack (OR: 1.55, 95% CI: 1.24, 1.94) and angina pectoris (OR: 1.40, 95% CI: 1.04, 1.87). Furthermore, we observed a stronger association between OBS and risk of IHD among participants with VAI ≥1.73 (OR: 0.50, 95% CI: 0.40, 0.62). CONCLUSION Our study found the negative association between OBS and risk of IHD, and positive association between VAI and risk of IHD. In addition, we found the interactive effects between VAI and OBS on the risk of IHD, underlining the importance of OBS in IHD prevention among participants with high VAI level.
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Affiliation(s)
- Siyuan Cheng
- Department of Cardiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Yuchen Han
- Department of Cardiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Lie Jiang
- Department of Cardiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Ziyin Lan
- Department of Cardiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Huanyan Liao
- Department of Cardiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Jun Guo
- Department of Cardiology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
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Chen L, Zhang J, Zhou N, Weng JY, Bao ZY, Wu LD. Association of different obesity patterns with hypertension in US male adults: a cross-sectional study. Sci Rep 2023; 13:10551. [PMID: 37386040 PMCID: PMC10310720 DOI: 10.1038/s41598-023-37302-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 06/20/2023] [Indexed: 07/01/2023] Open
Abstract
Obesity is an important risk factor for hypertension. We aimed to investigate the association between different obesity patterns and hypertension risk in a large male population in the US. Male participants from the National Health and Nutrition Examination Survey (NHANES) (2007-2018) were enrolled in this cross-sectional study. Social demographic information, lifestyle factors, anthropometric measurements and biochemical measurements were collected. Three obesity patterns were classified according to the body mass index (BMI) and waist circumference (WC), including overweight and general obesity, abdominal obesity, and compound obesity. We adopted multivariate logistic regression to investigate the associations between hypertension and different obesity patterns after adjusting for cofounding factors. Subgroup analysis, stratified by age, smoking, drinking and estimated glomerular filtration rate (eGFR), was also conducted to explore the associations between obesity patterns and hypertension risk among different populations. Moreover, the association between WC and hypertension among male individuals was also explored using restricted cubic spline (RCS) analysis. Receiver operating characteristic (ROC) was used to evaluate the discriminatory power of WC for screening hypertension risk. 13,859 male participants from NHANES survey (2007-2018) were enrolled. Comparing with the normal-weight group, the odds ratios (ORs) [95% confidence interval (CI)] for hypertension in individuals with overweight and general obesity, abdominal obesity and compound obesity were 1.41 [1.17-1.70], 1.97 [1.53-2.54] and 3.28 [2.70-3.99], respectively. Subgroup analysis showed that the effect of different obesity patterns on hypertension risk was highly stable among individuals with different clinical conditions. In addition, WC had a positive correlation with the risk of hypertension (OR: 1.43; 95% CI 1.37-1.52; P < 0.001) in fully adjusted multivariate logistic regression model. RCS analysis showed that the association between WC and hypertension risk was in a nonlinear pattern, and WC had a good discriminatory power for hypertension in ROC analysis. Different patterns of obesity have a great impact on the risk of hypertension among male individuals. Increment of WC significantly increased the hypertension risk. More attention should be paid to the prevention of obesity, especially abdominal obesity and compound obesity in male individuals.
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Affiliation(s)
- Lu Chen
- Department of Cardiology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, 215000, China
| | - Jun Zhang
- Department of Cardiology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, 215000, China
| | - Nan Zhou
- Health Examination Center, Huadong Sanatorium, Wuxi, 214065, China.
| | - Jia-Yi Weng
- Department of Cardiology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, 215000, China.
| | - Zheng-Yang Bao
- Department of Internal Medicine, Wuxi Maternity and Child Health Care Hospital, Women's Hospital of Jiangnan University, Jiangnan University, Wuxi, 214002, China.
| | - Li-Da Wu
- Department of Cardiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, 210029, China.
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Fu H, Yu H, Zhao Y, Chen J, Liu Z. Association between hypertension and the prevalence of liver steatosis and fibrosis. BMC Endocr Disord 2023; 23:85. [PMID: 37081417 PMCID: PMC10116756 DOI: 10.1186/s12902-023-01318-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 03/07/2023] [Indexed: 04/22/2023] Open
Abstract
BACKGROUND Hypertension (HTN) and non-alcoholic fatty liver disease (NAFLD) frequently coexist and share pathophysiological symptoms. Based on the liver stiffness measurement and controlled attenuation parameter obtained by performing liver transient ultrasound elastography (TUE), we determined the relationship between HTN status and the rates of liver steatosis and fibrosis in this study. METHODS To perform this cross-sectional study, data were obtained from the National Health and Nutrition Examination Survey for 2017-March 2020 Pre-pandemic cycle. The relationship between HTN and the rates of liver steatosis and fibrosis was analyzed by constructing a multivariate logistic regression model. The VCTE was performed using a FibroScan® system (model 502, V2 Touch), and CAP was measured at ≥ 274 dB/m for liver steatosis, and the LSM result (median, ≥ 8 kPa) confirmed fibrosis. We also conducted subgroup analyses based on the age, sex, ethnicity, and body mass index (BMI) of the patients. RESULTS In total, 4,705 participants were recruited, including 2,287 participants with HTN and 2,418 without HTN. After adjusting possible confounders, HTN was positively related to the liver steatosis rate (OR = 1.4, 95% CI: 1.1-1.8). Such HTN-associated prevalence was higher among males (OR = 1.6, 95% CI: 1.1-2.2), non-Hispanic African American individuals (OR = 2.1, 95% CI: 1.1-3.7), and participants with BMI ≥ 25 < 30 kg/m2 (OR = 1.7, 95% CI: 1.1-2.5). Additionally, HTN was positively associated with the fibrosis rate (OR = 2.0, 95% CI: 1.3-3.0), especially among females (OR = 2.6, 95% CI: 1.3-5.2), among individuals who were 40-59 years old (OR = 2.1, 95% CI: 1.0-4.3), 60-80 years old (OR = 2.4, 95% CI:1.3-4.6), non-Hispanic Caucasian (OR = 2.9, 95% CI: 1.5-5.6), among those with BMI ≥ 25 < 30 kg/m2 (OR = 3.0, 95% CI: 1.1-8.2), and those with BMI ≥ 30 kg/m2 (OR = 2.1, 95% CI: 1.4-3.2). CONCLUSION The results of this study revealed that HTN status was associated with higher rates of liver steatosis and fibrosis, particularly in subjects with BMI ≥ 25 kg/m2. The ethnicity of the participants also had an impact on the relationship.
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Affiliation(s)
- Huanjie Fu
- Department of Cardiovascular, Second Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, 300150, China
| | - Hao Yu
- Intensive Care Unit, Second Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, 300150, China
| | - Yisheng Zhao
- Intensive Care Unit, Second Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, 300150, China
| | - Jinhong Chen
- School of Rehabilitation Medicine, Weifang Medical University, Weifang, Shandong, 261053, China
| | - Zhichao Liu
- School of Rehabilitation Medicine, Weifang Medical University, Weifang, Shandong, 261053, China.
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Derivation and Validation of a New Visceral Adiposity Index for Predicting Short-Term Mortality of Patients with Acute Ischemic Stroke in a Chinese Population. Brain Sci 2023; 13:brainsci13020297. [PMID: 36831840 PMCID: PMC9954352 DOI: 10.3390/brainsci13020297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 01/20/2023] [Accepted: 02/08/2023] [Indexed: 02/12/2023] Open
Abstract
The visceral adiposity index (VAI) is related to the occurrence of various cardiometabolic diseases, atherosclerosis, and stroke. However, few studies have analyzed the impact on the short-term prognosis of stroke. We assessed the effect of VAI on short-term prognoses in patients with acute ischemic stroke through a retrospective cohort study of 225 patients with acute stroke who were admitted to the neurological intensive care unit of our hospital. We collected metabolic indicators (blood pressure, fasting glucose, lipids), National Institutes of Health Stroke Scale (NIHSS) scores, symptomatic intracranial hemorrhage, and other disease evaluation indicators on 197 patients who were screened for inclusion. VAI was calculated by using baseline data (sex, height, weight, waist circumference (WC)). We assessed functional recovery according to modified Rankin scale scores after 90 days. The receiver operating characteristic (ROC) curve was used to calculate the VAI cutoff value that affects short-term outcomes. A nomogram that can predict the risk of short-term mortality in patients with acute ischemic stroke was drawn. In total, 28 patients died within 90 days. Those patients had higher VAI (p = 0.000), higher triglyceride (TG) (p = 0.020) and NIHSS scores (p = 0.000), and lower high-density lipoprotein cholesterol (HDL-C) (p = 0.000) than patients who survived. VAI had higher predictive value of short-term mortality than did body mass index (BMI), body fat mass index (BFMI), and WC. VAI and NIHSS scores were independent risk factors for the short-term mortality of patients with stroke. Patients with a VAI > 2.355 had a higher risk of short-term mortality. VAI has a predictive value higher than that of traditional metabolic indicators such as BMI, BFMI, and WC. The nomogram, composed of NIHSS, VAI, HDL-C, and TG, may predict the short-term mortality of cerebral infarction patients.
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Chen Q, Zhang Z, Luo N, Qi Y. Elevated visceral adiposity index is associated with increased stroke prevalence and earlier age at first stroke onset: Based on a national cross-sectional study. Front Endocrinol (Lausanne) 2023; 13:1086936. [PMID: 36726459 PMCID: PMC9884813 DOI: 10.3389/fendo.2022.1086936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 12/28/2022] [Indexed: 01/17/2023] Open
Abstract
Objective The purpose of this study was to examine the association between the VAI (visceral adiposity index) and stroke prevalence and age at stroke in US adults. Methods We examined the association between VAI and stroke prevalence and age at stroke using logistic regression, subgroup analysis, and dose-response curves using participants from the National Health and Nutrition Examination Survey (NHANES) database from 2007-2018. Results This study ultimately included 29,337 participants aged >20 years, of whom 1022 self-reported a history of stroke, and after adjusting for all confounders, each unit increase in corrected VAI was associated with a 12% increase in the prevalence of stroke (OR= 1.12, 95% CI: 1.01, 1.24) along with an earlier age at stroke 1.64 years (β= -1.64, 95% CI: -2.84, -0.45), stratified analysis showed that the prevalence of stroke was 20% higher in the female group (OR= 1.20, 95% CI: 1.04, 1.39), black group (OR= 1.22, 95% CI: 1.01, 1.48), age ≤60 years group (OR= 1.25, 95% CI: 1.05, 1.48), hypertensive group (OR=1.15, 95% CI:1.01, 1.31), and diabetic group (OR=1.23, 95% CI:1.02, 1.48) VAI increase was positively correlated with stroke prevalence increase. The dose-response curves showed a positive linear correlation between increased VAI and stroke prevalence, while a negative linear correlation was observed between increased VAI and age at stroke. Conclusion Although a causal relationship cannot be proven, higher VAI was positively associated with stroke prevalence and can lead to earlier stroke onset.
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Affiliation(s)
| | | | | | - Yilong Qi
- Department of Neurosurgery, The 902nd Hospital of The Chinese People’s Liberation Army, Bengbu, China
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Deng X, Tan Y. A national cross-sectional analysis of selenium intake and risk of osteoarthritis: NHANES 2003-2016. Front Public Health 2023; 10:1047605. [PMID: 36699932 PMCID: PMC9869147 DOI: 10.3389/fpubh.2022.1047605] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 12/22/2022] [Indexed: 01/12/2023] Open
Abstract
Background The association between dietary selenium intake and arthritis, rheumatoid arthritis (RA), and osteoarthritis (OA) is inconsistent in previous studies and remain unclear. To investigate their relationship, this study was performed. Methods Data from the National Health and Nutrition Examination Survey (2003-2016) were downloaded and further analyzed. Dietary Se intake was classified according to quartiles with quartile 1 (Q1) having the lowest intake and quartile 4 (Q4) having the highest intake. Weighted logistic regression was used to investigate the association between dietary selenium intake and arthritis, RA, and OA. Subgroup analyses were performed to verify the findings. To further examine the non-linear relationship between dietary selenium intake and OA, restricted cubic spline (RCS) was adopted. Results In the crude model, the highest level of dietary selenium intake was siginificantly associated with decreased risks of arthritis (OR: 0.40, 95% CI: 0.37, 0.44) and rheumatoid arthritis (OR: 0.47, 95% CI: 0.40, 0.54), respectively. In the fully adjusted model, dietary selenium intake was not associated with risk of arthritis and RA (all P > 0.05). Conversely, the risk of OA was noted for participants with higher selenium intake (odds ratio of quartile 4 = 1.33, 95% CI = 1.07-1.65, P < 0.05). In the subgroup analyses, participants with diabetes had a higher risk of OA when ingested high selenium levels than those without diabetes (P < 0.001). The results of RCS showed that significant overall trends were found between dietary selenium intake and osteoarthritis (P for overall < 0.05). However, non-linear association was not detected in this association (P for non-linear > 0.05). Conclusion Using data from NHANES, this study discloses that high dietary selenium intake might be associated with risk of OA. However, the generalization of conclusion needs further examination because of the limitation of dietary questionnaire survey.
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Affiliation(s)
- Xiaoyu Deng
- West China Hospital, Sichuan University, Chengdu, Sichuan, China,West China School of Nursing, Sichuan University, Chengdu, Sichuan, China
| | - Yongqiong Tan
- West China Hospital, Sichuan University, Chengdu, Sichuan, China,West China School of Nursing, Sichuan University, Chengdu, Sichuan, China,*Correspondence: Yongqiong Tan ✉
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