Another group observed that PYCR1 gene silencing could inhibit the proliferation of hepatoma cells, promote apoptosis, and significantly inhibit the volume and size of transplanted tumors in nude mice by regulating the JNK/IRS1 pathway [10]. Here, IRS1 is linked to hepatocellular carcinoma.