Additionally, multivariate analysis indicated that the positive expression of MACC1, AGR2, and KAI1, alongside tumor stage and LNM stage, could serve as independent prognostic indicators for OS in individuals diagnosed with cervical squamous cell carcinoma. Here, MACC1 is linked to cervical squamous cell carcinoma.