Plasma proteomics indicated elevated VEGF pathway protein expression in spontaneously myopic guinea pigs.<h4>Conclusion</h4>Spontaneously myopic guinea pigs showed high similarity to human high myopia in ocular parameters, fundus, and molecular pathways, suggesting the potential as an alternative model for high myopia research. This evidence concerns the gene VEGFA and myopia.