Comprehensive analysis of multiple species identifies novel molecular signatures and pathways involved in aging

Aging is an important pathological basis of age-related diseases. However, the similarities and differences among different types of senescent cells of different species and their role in normal homeostasis are poorly understood. Herein, in order to comprehensively map age-related transcriptome changes in multiple tissues of vertebrates during the ageing process, we analyzed 581 samples from 54 aging transcriptome datasets spanning 4 species including Homo sapiens, Mus musculus, Rattus norvegicus and Danio rerio, and identified the novel age-related differentially expressed genes, and obtained specific enriched expression of age-related pathways. Protein-protein interactions of differentially expressed genes in different species with the PTPRC or CD45 as the core were predicted. Through this study, we screened the key biomarkers and signaling pathways that regulate the aging process of tissues and organs in multiple species, which is of great significance for improving age-related tissues and organs by identifying senescent cells.