In summary, our study affirms that IL34+ CAFs play a pivotal role in augmenting the proliferative activity of CAFs, facilitating Tregs infiltration, and inhibiting CD8+ T cell toxicity, ultimately fostering the growth and metastasis of HCC. Here, CD8A is linked to hepatocellular carcinoma.