This is a combined SWATH database of early myopic guinea pig retina. The retinal tissues were divided into lens induced myopia 4 days group (4-day LIM) and control group; 5 individual animals (10 retinas) were included. The potential biomarkers and underlying biochemical pathways during early myopia could be investigated using SWATH based proteomics approach.