To aid research in this field, we developed LiverSCA, a web-based cell atlas with an intuitive interface that enables users to explore gene expression patterns, cellular compositions, and intercellular communication within liver and PLC tumor microenvironments. This evidence concerns the gene HSPG2 and neoplasm.