In essence, TLNVs mitigate the expression of pro-inflammatory cytokines TNF-α and IL-1β, ameliorate the inflammatory milieu, and foster melanin degradation through an autophagy pathway governed by LC3B and P62, underscoring its prospective utility in ameliorating skin pigmentation disorders. Here, TNF is linked to skin pigmentation disorder.