# The Effect of Viniferin on Liver Cancer: Research Based on Network Pharmacology, Molecular Docking and Molecular Dynamics Simulation

**Authors:** Saowanee Maungchanburi, Onwara Wongmek, Poolsak Baitahay, Asron Saweak, Maroof Wangkaranae, Wanmai Kongwattananon, Suphasarang Sirirattanakul, Moragot Chatatikun, Atthaphong Phongphithakchai, Jason C. Huang, Aman Tedasen, Chutima Jansakun

PMC · DOI: 10.3390/medsci14010130 · 2026-03-11

## TL;DR

This study explores how viniferin, a natural compound, may work against liver cancer by analyzing its effects on key proteins and pathways.

## Contribution

The study identifies viniferin as a multi-target agent for hepatocellular carcinoma through network pharmacology and molecular simulations.

## Key findings

- Viniferin isomers ε- and δ-viniferin showed favorable drug-like properties and low hepatotoxicity.
- Twenty-four hub genes, including AKT1 and HSP90AA1, were identified as key targets for viniferin in liver cancer.
- Molecular simulations confirmed the stability of ε-viniferin binding to the APP protein.

## Abstract

Background/Objectives: Hepatocellular carcinoma (HCC) is a primary malignancy often driven by metabolic syndrome, fatty liver disease, and chronic hepatitis. These conditions foster a pro-inflammatory microenvironment that promotes tumor progression. Viniferin, a natural oligostilbene, has gained attention for its potential bioactivity. This study utilized an in silico network pharmacology approach to elucidate the pharmacokinetic properties and molecular mechanisms of ε- and δ-viniferin against HCC within the context of metabolic and inflammatory liver pathologies. Methods: ADMET profiles were characterized using SwissADME and pkCSM. Therapeutic targets were identified by intersecting viniferin-associated molecules with disease genes from GeneCards. A protein–protein interaction (PPI) network was constructed, supplemented by GO and KEGG enrichment analyses. Molecular docking and 200 ns of molecular dynamics (MD) simulations evaluated the binding affinity and structural stability between viniferin isomers and identified hub proteins. Results: Both ε- and δ-viniferin showed favorable drug-like properties, including high gastrointestinal absorption and low hepatotoxicity. We identified 247 overlapping targets, with network analysis highlighting ten essential hub genes, including AKT1, HSP90AA1, ESR1, HIF1A, NFKB1, GSK3B, PTGS2, APP, MTOR, and PIK3CA. Enrichment analysis confirmed their involvement in critical oncogenic pathways. Molecular docking showed strong interactions with APP, HSP90AA1, and AKT1, while MD simulations validated the long-term stability of ε-viniferin within the APP binding pocket. Conclusions: These findings provide mechanistic insights into viniferin as a multi-target agent for HCC, justifying further experimental validation in pre-clinical models.

## Linked entities

- **Genes:** AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207], HSP90AA1 (heat shock protein 90 alpha family class A member 1) [NCBI Gene 3320], ESR1 (estrogen receptor 1) [NCBI Gene 2099], HIF1A (hypoxia inducible factor 1 subunit alpha) [NCBI Gene 3091], NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790], GSK3B (glycogen synthase kinase 3 beta) [NCBI Gene 2932], PTGS2 (prostaglandin-endoperoxide synthase 2) [NCBI Gene 5743], APP (amyloid beta precursor protein) [NCBI Gene 351], MTOR (mechanistic target of rapamycin kinase) [NCBI Gene 2475], PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 5290]
- **Proteins:** APP (amyloid beta precursor protein), HSP90AA1 (heat shock protein 90 alpha family class A member 1), AKT1 (AKT serine/threonine kinase 1)
- **Chemicals:** Viniferin (PubChem CID 196402)
- **Diseases:** Hepatocellular carcinoma (MONDO:0007256), metabolic syndrome (MONDO:0000816), fatty liver disease (MONDO:0004790), chronic hepatitis (MONDO:0002251)

## Full-text entities

- **Genes:** VIM (vimentin) [NCBI Gene 7431], RIT1 (Ras like without CAAX 1) [NCBI Gene 6016] {aka NS8, RIBB, RIT, ROC1}, CASP3 (caspase 3) [NCBI Gene 836] {aka CPP32, CPP32B, SCA-1}, KCNH2 (potassium voltage-gated channel subfamily H member 2) [NCBI Gene 3757] {aka ERG-1, ERG1, H-ERG, HERG, HERG1, Kv11.1}, RPS6KB1 (ribosomal protein S6 kinase B1) [NCBI Gene 6198] {aka PS6K, S6K, S6K-beta-1, S6K1, STK14A, p70 S6KA}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, HDAC1 (histone deacetylase 1) [NCBI Gene 3065] {aka GON-10, HD1, KDAC1, RPD3, RPD3L1}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, POU2F2 (POU class 2 homeobox 2) [NCBI Gene 5452] {aka OCT2, OTF2, Oct-2}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, BCL2 (BCL2 apoptosis regulator) [NCBI Gene 596] {aka Bcl-2, PPP1R50}, PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 5290] {aka CCM4, CLAPO, CLOVE, CWS5, HMH, MCAP}, CYP2C19 (cytochrome P450 family 2 subfamily C member 19) [NCBI Gene 1557] {aka CPCJ, CYP2C, CYPIIC17, CYPIIC19, P450C2C, P450IIC19}, MEG3 (maternally expressed 3) [NCBI Gene 55384] {aka FP504, GTL2, LINC00023, Lnc-DLK1-35, NCRNA00023, PRO0518}, PPARG (peroxisome proliferator activated receptor gamma) [NCBI Gene 5468] {aka CIMT1, FPLD3, GLM1, NR1C3, PPARG1, PPARG2}, SNAI1 (snail family transcriptional repressor 1) [NCBI Gene 6615] {aka SLUGH2, SNA, SNAH, SNAIL, SNAIL1, dJ710H13.1}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, COX2 (cytochrome c oxidase subunit II) [NCBI Gene 4513] {aka COII, MTCO2}, CASP7 (caspase 7) [NCBI Gene 840] {aka CASP-7, CMH-1, ICE-LAP3, LICE2, MCH3}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, HIF1A (hypoxia inducible factor 1 subunit alpha) [NCBI Gene 3091] {aka HIF-1-alpha, HIF-1A, HIF-1alpha, HIF1, HIF1-ALPHA, MOP1}, FPR1 (formyl peptide receptor 1) [NCBI Gene 2357] {aka FMLP, FPR}, HSP90AA1 (heat shock protein 90 alpha family class A member 1) [NCBI Gene 3320] {aka EL52, HEL-S-65p, HSP86, HSP89A, HSP90A, HSP90N}, BAX (BCL2 associated X, apoptosis regulator) [NCBI Gene 581] {aka BCL2L4}, CYP3A4 (cytochrome P450 family 3 subfamily A member 4) [NCBI Gene 1576] {aka CP33, CP34, CYP3A, CYP3A3, CYPIIIA3, CYPIIIA4}, SNCA (synuclein alpha) [NCBI Gene 6622] {aka NACP, PARK1, PARK4, PD1}, NFE2L2 (NFE2 like bZIP transcription factor 2) [NCBI Gene 4780] {aka IMDDHH, NRF2, Nrf-2}, KDR (kinase insert domain receptor) [NCBI Gene 3791] {aka CD309, FLK1, VEGFR, VEGFR2}, PTGS2 (prostaglandin-endoperoxide synthase 2) [NCBI Gene 5743] {aka COX-2, COX2, GRIPGHS, PGG/HS, PGHS-2, PHS-2}, MTOR (mechanistic target of rapamycin kinase) [NCBI Gene 2475] {aka FRAP, FRAP1, FRAP2, RAFT1, RAPT1, SKS}, CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, ESR1 (estrogen receptor 1) [NCBI Gene 2099] {aka ER, ESR, ESRA, ESTRR, Era, NR3A1}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, NAT10 (N-acetyltransferase 10) [NCBI Gene 55226] {aka ALP, Kre33, NET43}, PTEN (phosphatase and tensin homolog) [NCBI Gene 5728] {aka 10q23del, BZS, CWS1, DEC, GLM2, MHAM}, TNFSF10 (TNF superfamily member 10) [NCBI Gene 8743] {aka APO2L, Apo-2L, CD253, TANCR, TL2, TNLG6A}, NOTCH1 (notch receptor 1) [NCBI Gene 4851] {aka AOS5, AOVD1, TAN1, hN1}, CTNNB1 (catenin beta 1) [NCBI Gene 1499] {aka CTNNB, EVR7, MRD19, NEDSDV, armadillo}, CYP4F3 (cytochrome P450 family 4 subfamily F member 3) [NCBI Gene 4051] {aka CPF3, CYP4F, CYPIVF3, LTB4H}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, APP (amyloid beta precursor protein) [NCBI Gene 351] {aka AAA, ABETA, ABPP, AD1, APPI, CTFgamma}, GSK3B (glycogen synthase kinase 3 beta) [NCBI Gene 2932], STAT1 (signal transducer and activator of transcription 1) [NCBI Gene 6772] {aka CANDF7, IMD31A, IMD31B, IMD31C, ISGF-3, STAT91}, ZEB1 (zinc finger E-box binding homeobox 1) [NCBI Gene 6935] {aka AREB6, BZP, DELTAEF1, FECD6, NIL2A, PPCD3}, CCND1 (cyclin D1) [NCBI Gene 595] {aka BCL1, D11S287E, PRAD1, U21B31}, CYP2C9 (cytochrome P450 family 2 subfamily C member 9) [NCBI Gene 1559] {aka CPC9, CYP2C, CYP2C10, CYPIIC9, P450-2C9, P450IIC9}, PKM (pyruvate kinase M1/2) [NCBI Gene 5315] {aka CTHBP, HEL-S-30, OIP3, PK3, PKM2, TCB}
- **Diseases:** hepatocyte injury (MESH:D014947), insulin resistance (MESH:D007333), infections (MESH:D007239), metabolic dysregulation (MESH:D021081), chronic liver injury (MESH:D056487), deaths (MESH:D003643), lung cancer (MESH:D008175), oncogenesis (MESH:D063646), type 2 diabetes (MESH:D003924), obesity (MESH:D009765), acute and chronic myeloid leukemia (MESH:D015470), prostate cancer (MESH:D011471), AFLD (MESH:D005235), metastasis (MESH:D009362), HCC (MESH:D006528), Toxicity (MESH:D064420), system (MESH:D015619), pancreatic cancer (MESH:D010190), mitochondrial dysfunction (MESH:D028361), diabetes (MESH:D003920), metabolic (MESH:D008659), liver damage (MESH:D056486), chronic hepatitis B and C infections (MESH:D019694), viral hepatitis (MESH:D014777), function (MESH:D003291), cirrhosis (MESH:D005355), hemochromatosis (MESH:D006432), CH (MESH:D006521), cancer (MESH:D009369), chronic (MESH:D002908), Alzheimer's disease (MESH:D000544), inflammatory liver pathologies (MESH:D017093), MS (MESH:D024821), liver disease (MESH:D008107), genetic disorders (MESH:D030342), hepatic inflammation (MESH:D007249), FLD (MESH:D005234), carcinogenicity (MESH:D011230), HBV/HCV infection (MESH:D006525), ADMET (MESH:C562790)
- **Chemicals:** GLN276 (-), Hydrogen (MESH:D006859), Stilbene (MESH:D013267), delta-Viniferin (MESH:C477734), carbon (MESH:D002244), NS-398 (MESH:C080955), vincristine (MESH:D014750), alcohol (MESH:D000438), resveratrol (MESH:D000077185), lipid (MESH:D008055), aflatoxin (MESH:D000348), 5-FU (MESH:D005472), ROS (MESH:D017382), Lenvatinib (MESH:C531958), vinyl chloride (MESH:D014752), ATP (MESH:D000255), AMES (MESH:C017501), PGE2 (MESH:D015232), NaCl (MESH:D012965), epsilon-Viniferin (MESH:C091891), alpha-Viniferin (MESH:C064176), sorafenib (MESH:D000077157), nucleotide (MESH:D009711), water (MESH:D014867)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606], Vitis vinifera (wine grape, species) [taxon 29760], Rattus norvegicus (brown rat, species) [taxon 10116], Hepatitis B virus (no rank) [taxon 10407], hepatitis C virus [taxon 11103], Tetrahymena pyriformis (species) [taxon 5908], Gnetum gnemon (species) [taxon 3382]
- **Cell lines:** Hep3B — Homo sapiens (Human), Childhood hepatocellular carcinoma, Cancer cell line (CVCL_0326), SNU-387 — Homo sapiens (Human), Adult hepatocellular carcinoma, Cancer cell line (CVCL_0250), K562 — Homo sapiens (Human), Blast phase chronic myelogenous leukemia, BCR-ABL1 positive, Cancer cell line (CVCL_0004), Caco2 — Homo sapiens (Human), Colon adenocarcinoma, Cancer cell line (CVCL_0025), HepG2 — Homo sapiens (Human), Hepatoblastoma, Cancer cell line (CVCL_0027)

## Figures

12 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13027433/full.md

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Source: https://tomesphere.com/paper/PMC13027433