TY - JOUR
T1 - Impact of cigarette smoking on the relationship between body mass index and insulin
T2 - Longitudinal observation from the Bogalusa Heart Study
AU - Li, Ying
AU - Zhang, Tao
AU - Han, Tianshu
AU - Li, Shengxu
AU - Bazzano, Lydia
AU - He, Jiang
AU - Chen, Wei
N1 - Publisher Copyright:
© 2018 John Wiley & Sons Ltd
PY - 2018/7
Y1 - 2018/7
N2 - Objectives: Despite the inverse association between cigarette smoking and body mass index (BMI), it is unknown whether the effect of smoking on insulin is mediated through decreased BMI. This study aims to examine the temporal relationship between BMI and insulin, the impact of smoking on this relationship and the mediation effect of BMI on the association between smoking and insulin levels. Methods: The longitudinal cohort consisted of 1121 adults (807 white and 314 black participants, mean age, 42.0 years at follow-up) for whom BMI and fasting insulin were measured twice, with an average follow-up period of 17.1 years. Cross-lagged panel and mediation analysis models were used to examine the temporal relationship between BMI and insulin, and the mediation effect of BMI on the smoking-insulin association. Results: Smoking was inversely associated with insulin (regression coefficient, −0.073; P =.015 at baseline and −0.121; P <.001 at follow-up), adjusting for age, race and gender. After additional adjustment for follow-up periods, the cross-lagged path coefficient from BMI to insulin (β, 0.226; P <.001) was significantly greater than that from insulin to BMI (β, −0.029; P =.208), with P <.001 for the difference. The path coefficient from BMI to insulin was significantly greater in non-smokers (β, 0.273; P <.001) than in smokers (β, 0.122; P =.046), with P =.013 for the difference. The mediation effect of BMI on the smoking-insulin association was estimated at 53.4% (P =.030) at baseline and 58.7% (P <.001) at follow-up. Conclusions: These findings suggest that cigarette smoking has a significant impact on the one-directional relationship from BMI to insulin. The insulin-lowering effect of smoking is predominantly mediated through decreased BMI as the result of smoking.
AB - Objectives: Despite the inverse association between cigarette smoking and body mass index (BMI), it is unknown whether the effect of smoking on insulin is mediated through decreased BMI. This study aims to examine the temporal relationship between BMI and insulin, the impact of smoking on this relationship and the mediation effect of BMI on the association between smoking and insulin levels. Methods: The longitudinal cohort consisted of 1121 adults (807 white and 314 black participants, mean age, 42.0 years at follow-up) for whom BMI and fasting insulin were measured twice, with an average follow-up period of 17.1 years. Cross-lagged panel and mediation analysis models were used to examine the temporal relationship between BMI and insulin, and the mediation effect of BMI on the smoking-insulin association. Results: Smoking was inversely associated with insulin (regression coefficient, −0.073; P =.015 at baseline and −0.121; P <.001 at follow-up), adjusting for age, race and gender. After additional adjustment for follow-up periods, the cross-lagged path coefficient from BMI to insulin (β, 0.226; P <.001) was significantly greater than that from insulin to BMI (β, −0.029; P =.208), with P <.001 for the difference. The path coefficient from BMI to insulin was significantly greater in non-smokers (β, 0.273; P <.001) than in smokers (β, 0.122; P =.046), with P =.013 for the difference. The mediation effect of BMI on the smoking-insulin association was estimated at 53.4% (P =.030) at baseline and 58.7% (P <.001) at follow-up. Conclusions: These findings suggest that cigarette smoking has a significant impact on the one-directional relationship from BMI to insulin. The insulin-lowering effect of smoking is predominantly mediated through decreased BMI as the result of smoking.
KW - body mass index
KW - insulin
KW - mediation
KW - smoking
KW - temporal relationship
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U2 - 10.1111/dom.13259
DO - 10.1111/dom.13259
M3 - Article
C2 - 29446554
AN - SCOPUS:85048357840
SN - 1462-8902
VL - 20
SP - 1578
EP - 1584
JO - Diabetes, Obesity and Metabolism
JF - Diabetes, Obesity and Metabolism
IS - 7
ER -