Effects of Particulate matter on the skin aging: A panel study using a smartphone application measuring daily skin condition

Background The influence of particulate matter (PM) on human health has recently attracted attention. However, most previous studies have been limited to diseased skin. Objectives To evaluate the effects of PM on healthy skin.