BMC Public Health Pan et al BMC Public Health (2022) 22:1859 https://doi.org/10.1186/s12889-022-14253-y Open Access RESEARCH Association between obese phenotypes and risk of carotid artery plaque among chinese male railway drivers Jia Pan1†, Zihang Wang2†, Chaohui Dong1, Bo Yang1, Lei Tang1, Peng Jia3,4, Shujuan Yang1,2,4* and Honglian Zeng1* Abstract Background China has the world’s highest rail transportation network density, and the prevalence of obesity among railway workers in China is more than twice that of adults in the world Carotid artery plaque (CAP) is a simple and noninvasive predictor of early atherosclerosis, while the association between different obese phenotypes and CAP risk among Chinese male railway drivers is unclear Methods This cross-sectional study was performed among 8,645 Chinese male railway drivers Obese phenotypes were assessed based on the obesity status (the body mass index ≥ 28 kg/m2 as obesity vs.