The majority of VS patients exhibited AIH-like signatures, characterized by a more prominent inflammatory cytokine signature with the highest levels of IFN-γ, TNF-α, IL-9, and IL-17, aligning with AIH data from others [70, 71]. Here, IL9 is linked to autoimmune hepatitis.