SRSF7 and hepatocellular carcinoma: In addition, the validation of the model in an independent proteomics dataset further supports its biological reliability, especially given the high expression of the key gene SRSF7 in hepatocellular carcinoma at the protein level and its association with poor prognosis, suggesting the potential role of the model in HCC progression.