Increasing evidence has linked ambient fine particulate matter (ie, particulate matter no larger than 2.5 μm [PM2.5]) to chronic kidney disease (CKD), but their association has not been fully elucidated, especially in regions with high levels of PM2.5 pollution. This study aimed to investigate the long-term association of high PM2.5 exposure with incident CKD in mainland China.