COL1A1 and liver cancer: It is important to note that Col1α1 is one of the most significantly downregulated genes following treatment of liver cancer cells in culture with proglumide and also significantly suppressed in liver tumors in mice following treatment with combination of an PD-1Ab and proglumide.