Zhang et al. construct a comprehensive microbial genome catalog from the Qinghai-Xizang Plateau lakes, with 80.78% of genomes representing previously undescribed taxa. Their research provides not only a holistic genomic resource for bioprospecting, but also suggests key salinity adaptation strategies, particularly the dominant role of glycine betaine uptake in hypersaline environments.