Objective:Limited evidence exists for chronic effects of ambient PM2.5constituents in China.To date,there has been no large-scale cohort studies investigating the associations of long-term exposure to PM2.5 constituents with CVD incidence and all-cause mortality.Hence,we aimed to a)systematically assess associations between long-term exposure to PM2.5 constituents and cardiovascular diseases(CVD)incidence as well as all-cause mortality in Chinese adults;b)estiblish a local exposure-response relationship for the association of long-term exposure to PM2.5 constituents with CVD incidence and all-cause mortality at Chinese regional coverage and exposure concentration range;c)explore population susceptibility factors for chronic health effects caused by PM2.5and its components.Methods:We conceived a nationwide perspective cohort of adults aged 16–110years from 25 provincial regions in mainland China,in which a total of 23,171 people were included in the cohort with the outcome of CVD,and 30,524 people were included with the outcome of all-cause mortality.The cohort was followed from years 2010 to2016 or 2017.Annual county-level exposures of PM2.5and its constituents(i.e.,BC,OM,NO3-,NH4+and SO42-)for each participant were assessed by aggregating satellite-derived estimates at a monthly time-scale and 1 km-resolution.Cox proportional hazards models with time-varying exposures were employed to quantify associations of long-term exposure to PM2.5and constituents with CVD incidence and all-cause mortality.A restricted cubic spline function was employed to smooth the concentration-response(CR)relationship with the appropriate number of knots according to the model performance.Results:1.During 114,039.1 person-years’follow-up,a total of 1575 CVD incidents occurred.No evidently nonlinear trends were observed for all CR curves,with all p values of likelihood ratio(LR)tests being>0.05.A multiadjusted Cox model estimated an hazard ratio(HR)of 1.237(95%confidence interval:1.100-1.391)for CVD incidence,associated with an interquartile range(IQR=27.5μg/m3)rise in exposure to PM2.5.Elevated CVD risks were also significantly related to several PM2.5constituents,with the largest HRs observed in SO42-(1.533[1.346–1.747],IQR=5.6μg/m3),followed by NH4+(1.383 [1.205–1.586],IQR=4.4 μg/m3),BC(1.221 [1.095–1.360],IQR=2.3 μg/m3)and NO3-(1.195[1.032–1.385],IQR=4.4μg/m3).BC was more strongly associated with total CVD incidence among southern residents,while SO42-was the opposite.2.A total of 1210 deaths occurred during 172297.7 person-years.A multi-adjusted Cox model estimated an HR of 1.125(1.058-1.197)for all-cause mortality,associated with an interquartile range(IQR=26.7μg/m3)rise in exposure to PM2.5.Comparable or stronger associations were found among PM2.5constituents with the mortality risk increased by 11.3-14.1%per IQR increase in exposure concentrations.Longitudinal associations of PM2.5,BC,NO3-,and SO42-exposure with all-cause mortality were nearly linear over the whole exposure range,with all p values of LR tests being>0.05.Meanwhile,we detected evident nonlinear relationships between all-cause mortality and OM(p for nonlinear=0.009)as well as NH4+(0.013).The HR values of death due to exposure to PM2.5components were significantly higher in men than in women.Smoking and alcohol consumption may exacerbate mortality risks from exposure to PM2.5components.Meanwhile,more significant and larger risk effect estimates were observed only in urban residents and northern residents,with the effect estimates of partial component significantly different between groups.Conclusions:1.Long-term exposures to PM2.5and specific constituents(i.e.,BC,NO3-,NH4+and SO42-)were associated with increased risks of CVD incidence in Chinese adults,and its associations have potiential regional heterogeneity.2.The CR curves between the risk of CVD incidence and PM2.5,BC,NH4+,NO3-as well as SO42-were approximately linear over the entire exposure range,with a steeper slope in the low concentrations except for SO42-.3.Long-term exposures to PM2.5compositions(i.e.,BC,OM,NO3-,NH4+and SO42-)were associated with all-cause mortality in Chinese adults.The CR curves between the mortality risk and PM2.5,BC,NH4+,NO3-as well as SO42-were approximately linear over the entire exposure range,with evidently nonlinear relationships between all-cause mortality and OM as well as NH4+.With the exception of OM,all CR curves were more slower at the low concentrations.4.Alcohol drinkers,smokers,and men were more susceptible to life loss caused by ambient PM2.5constituents.Potiential regional heterogeneity also exists in PM2.5 constituents-mortality associations. |