Rats with high-altitude pulmonary edema had significantly lower levels of B2M expression compared to control rats, which showed consistency with the bioinformatics analysis and could be considered as a biomarker of high-altitude pulmonary edema (Fig. 7D and 7E). This evidence concerns the gene B2M and pulmonary edema.