ALB and colorectal carcinoma: Furthermore, ALB was identified as a key gene involved in metabolic regulation in CRC patients; Bifidobacterium can suppress UC metabolism by downregulating ALB, thereby promoting ammonia accumulation, inducing mitochondrial dysfunction, and consequently impacting CRC progression.