TNF and hepatitis B virus infection: As exhibited in Figure 5B, approximately 38.81% of the 134 pathways were related to the PI3K-Akt signaling pathway, while 20.15% were involved in TNF signaling pathway, followed by cholinergic synapse, hepatitis B, and apoptosis.