Characterizing age-related features for assessing biological age and characteristics in Xinjiang Brown cattle.

For example, Cell adhesion molecules exhibit slight changes before 120 months of age, followed by a rapid decline (cluster 1), MAPK signaling pathway decline in two steps (cluster 2) and disease-related pathways such as Rheumatoid arthritis generally show an increasing trend (cluster 6) (Fig. 2 B).

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