ArticleJournal of translational medicine2023
Emerging healthy lifestyle factors and all-cause mortality among people with metabolic syndrome and metabolic syndrome-like characteristics in NHANES.
Article in Journal of translational medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 1 of them a synthesis that pooled it.
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Who cites it
44 citing papers in PubMed, 1 synthesis or guideline pooled it, 93 citations in OpenAlex.
- Association between metabolic syndrome and cataract: a meta-analysis.Eye (London, England) · 2025Pooled it
- Use of a Micronutrient Cocktail to Improve Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) in Adults with Obesity: A Randomized, Double-Blinded Pilot Clinical Trial.Medicina (Kaunas, Lithuania) · 2024Trial
- Associations of Healthy Lifestyle With All-Cause and Cardiovascular Disease Mortality in Individuals With Cardiovascular-Kidney-Metabolic Syndrome: Two Prospective Cohort Studies.Clinical cardiology · 2026Article
- Metabolomic and lifestyle profiles refine BMI-metabolic phenotypes in older adults.Cell reports. Medicine · 2026Observational
- The Effect of Parenthood on Health Lifestyles: A Longitudinal Analysis Using Data from the German Socio-Economic Panel.International journal of environmental research and public health · 2026Article
- Cross-Cultural Perspectives on Metabolic Syndrome Management and Attitudes Toward Using Digital Health Tools in Two Distinct Populations: Protocol for a Qualitative Descriptive Study.JMIR research protocols · 2026Article
- Metabolic vulnerability index and Life's Essential 8 with risk of major adverse cardiovascular events.NPJ cardiovascular health · 2026Article
- Lifestyle factors and DNA methylation-based aging clocks: cross-sectional and longitudinal associations in the Singapore diet and healthy aging cohort.The journal of prevention of Alzheimer's disease · 2026Article
- Multilevel analysis of individual heterogeneity and discriminatory accuracy (MAIHDA) to understand how obesity risk varies according to multiple lifestyle behavior recommendations.International journal of obesity (2005) · 2026Article
- Lifestyle factors and all-cause mortality in long-term cancer survivors: a population-based prospective cohort study.European journal of epidemiology · 2026Article
- Association of healthy lifestyle, depression with all-cause or cardiovascular mortality modified by metabolic syndrome among individuals: evidence from US NHANES and UK biobank cohort studies.Nutrition & metabolism · 2026Article
- Sex difference of the associations of sex hormone and their related indicators with all-cause mortality.Nutrition & metabolism · 2026Article
- Social environments and lifestyles linked to mortality and future health risks in metabolic syndrome: evidence from UK and US nationwide cohort studies.BMJ public health · 2026Article
- Study on the influencing factors of college students' healthy lifestyles based on the capability, opportunity, motivation-behavior model.Frontiers in public health · 2026Article
- Vitamin D metabolites and the gut microbiota dietary index are associated with reduced all-cause mortality in US adults: a prospective cohort study.BMC nutrition · 2025Article
- Gender disparities in complex association of metabolic syndrome with dietary habits and lifestyle risk factors in Chinese population.Scientific reports · 2025Article
- Self-efficacy to reduce sedentary behavior status and its influencing factors among middle-aged or older adults with chronic diseases: a cross-sectional study.BMC public health · 2025Article
- Identifying sleep patterns as a synthetic signature in metabolic comorbidities using a stratified medicine approach.BMC public health · 2025Article
- Article
- Correlation between overall lifestyle score and advanced stages among patients with cardiovascular-kidney-metabolic syndrome: NHANES 2011-2020.European journal of medical research · 2025Article
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Authors and funding
7 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe impact of integrated lifestyles on health has attracted a lot of attention. It remains unclear whether adherence to low-risk healthy lifestyle factors is protective in individuals with metabolic syndrome and metabolic syndrome-like characteristics. We aimed to explore whether and to what extent overall lifestyle scores mitigate the risk of all-cause mortality in individuals with metabolic syndrome and metabolic syndrome-like characteristics.
methodsIn total, 6934 participants from the 2007 to 2014 National Health and Nutrition Examination Survey (NHANES) were included. The weighted healthy lifestyle score was constructed based on smoking, alcohol consumption, physical activity, diet, sleep duration, and sedentary behavior information. Generalized linear regression models and restricted cubic splines were used to analyze the association between healthy lifestyle scores and all-cause mortality.
resultsCompared to participants with relatively low healthy lifestyle scores, the risk ratio (RR) in the middle healthy lifestyle score group was 0.51 (RR = 0.51, 95% CI 0.30-0.88), and the high score group was 0.26 (RR = 0.26, 95% CI 0.15-0.48) in the population with metabolic syndrome. The difference in gender persists. In females, the RRs of the middle and high score groups were 0.47 (RR = 0.47, 95% CI 0.23-0.96) and 0.21 (RR = 0.21, 95% CI 0.09-0.46), respectively. In males, by contrast, the protective effect of a healthy lifestyle was more pronounced in the high score group (RR = 0.33, 95% CI 0.13-0.83) and in females, the protective effects were found to be more likely. The protective effect of a healthy lifestyle on mortality was more pronounced in those aged < 65 years. Higher lifestyle scores were associated with more prominent protective effects, regardless of the presence of one metabolic syndrome factor or a combination of several factors in 15 groups. What's more, the protective effect of an emerging healthy lifestyle was more pronounced than that of a conventional lifestyle.
conclusionsAdherence to an emerging healthy lifestyle can reduce the risk of all-cause mortality in people with metabolic syndrome and metabolic syndrome-like characteristics; the higher the score, the more obvious the protective effect. Our study highlights lifestyle modification as a highly effective nonpharmacological approach that deserves further generalization.
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