Studies have shown that upregulation of GLS1 expression in CCA cells enhances glutaminolysis, thereby altering the acidic environment of the tumor microenvironment, increasing stromal alkalinization, and stimulating the polarization of tumor-infiltrating macrophages to the M2 type [82]. Here, GLS is linked to cholangiocarcinoma.