Key result
Current smoking and abdominal obesity exhibited a significant positive synergistic effect on the risk of pre-diabetes mellitus (OR 3.56).
Why the study?
Limited studies had examined the interaction of smoking and abdominal obesity on pre-diabetes mellitus risk among rural adults in southwest China.
Does the interaction between current smoking and abdominal obesity increase the risk of pre-diabetes mellitus in adults?
Cross-Sectional (n=3,017)
Does the interaction between current smoking and abdominal obesity increase the risk of pre-diabetes mellitus in adults?
Odds Ratio: 3.56 (95% CI 2.54–4.98)
p-value: p=<0.001
Smoking and abdominal obesity exhibit a positive synergistic effect on the risk of pre-diabetes mellitus, highlighting the importance of targeting both risk factors in prevention efforts.
Smoking plus abdominal obesity may synergistically elevate pre-diabetes risk; cross-sectional data leave open causal inference and intervention effects.
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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Xiong et al. (2025) conducted a cross-sectional in Pre-diabetes mellitus (n=3,017). Current smoking and abdominal obesity vs. Neither abdominal obesity nor current smoking was evaluated on Risk of pre-diabetes mellitus (PDM) (OR 3.56, 95% CI 2.54-4.98, p=<0.001). Current smoking and abdominal obesity exhibited a significant positive synergistic effect on the risk of pre-diabetes mellitus (OR 3.56).
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