ArticleScientific reports2025
The effects of interaction between smoking and abdominal obesity on pre-diabetes mellitus.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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10 citing papers in PubMed.
- Effectiveness of using simple measures as screening indicators for sarcopenic obesity to predict mortality risk in older male patients: a prospective study.BMC geriatrics · 2026Article
- Association between numbing-spicy related dietary behavior and hyperuricemia in a Southwestern Chinese population.Frontiers in nutrition · 2026Article
- HbA1c-to-HDL-C ratio and risk of incident cardiovascular disease among older adults: evidence from a 7-year prospective cohort study in southwestern China.Frontiers in public health · 2026Article
- Construction of a multifactorial prediction model for healthcare workers' work ability: focusing on the interaction and impact pathways of job burnout and sleep disorder.Frontiers in public health · 2026Article
- Body roundness index and rheumatoid arthritis risk: Evidence from NHANES 1999 to 2020.Medicine · 2025Article
- Interaction between Overweight, Obesity and Smoking on the Risk of Pre-Diabetes and Type 2 Diabetes in Guangdong, China.Iranian journal of public health · 2025Article
- Remnant cholesterol: an independent, dose-dependent risk factor for hyperuricemia in a normolipidemic chinese population.Frontiers in endocrinology · 2025Article
- Prevalence, patterns of multimorbidity, and its correlations with health-related quality of life in rural southwest China: a cross-sectional study.Frontiers in medicine · 2025Article
- The triglyceride glucose-body mass index is positively associated with higher risk of hypertension in rural southwest Chinese population: a cross sectional study.Frontiers in cardiovascular medicine · 2025Article
- Factors influencing type 2 diabetes in adults: a cross-sectional study.Frontiers in public health · 2025Article
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5 authors.
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Abstract
Limited studies have been conducted on the interaction of smoking and abdominal obesity on the risk of pre-diabetes mellitus (PDM) among rural adults in southwest China. The data was obtained from a cross-sectional survey conducted using a two stage random sampling method around Rongchang district in ChongQing municipality southwest of China in 2022. A total of 3,017 participants aged 40 to 79 years old were included in the study. Multivariate logistic regression analyses were performed to evaluate the associated risk factors for PDM, and the effect of multiplicative and additive interactions between smoking and abdominal obesity were also assessed by indicators including the relative excess risk due to interaction (RERI), the attributable proportion due to interaction (AP) and the synergy index (SI). We found that the prevalence of PDM in participants was 38.98% with an average age of (62.14 ± 11.13) years. Following adjustments for confounding variables, current smoking (OR = 1.26, 95%CI:1.04-1.52) and abdominal obesity (OR = 1.4, 95%CI:1.18-1.66) were significantly linked to an elevated risk of PDM. The multiplicative interaction analyses demonstrated that current smoking exhibited a positive association with PDM (OR = 1.32, 95%CI:1.01-1.71), while a similar association was not observed in the case of abdominal obesity with PDM (OR = 1.15, 95%CI:0.94-1.4). A significant additive interaction was observed between current smoking and abdominal obesity in terms of PDM risk (OR = 3.56, 95% CI: 2.54-4.98). The RERI = 2.09(0.95-3.24), indicating a coexisting risk attributable to additive interaction; the AP = 0.59(0.43-0.75), indicating that 59% of all PDM individuals exposed to both risk factors could be attributed to the synergistic effect of current smoking and abdominal obesity; the SI = 5.51(2.15-14.1), suggesting that the synergistic risk between current smoking and abdominal obesity was 5.51times greater than the sum of effects observed in individuals exposed to a single factor alone. The prevalence of PDM in Rongchang, potentially indicating a higher future incidence of diabetes mellitus. It is noteworthy that smoking and abdominal obesity exhibit a positive synergistic effect on the risk of PDM.
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