# Elucidating the PTK2-Targeted Anti-Hepatocellular Carcinoma Effects of Euphorbia helioscopia L. via Integrated Network Pharmacology, Mendelian Randomization, and Experimental Validation

**Authors:** Jianhua Zhu, Li Qian, Chuanjun Yuan, Jia Sun, Jie Pan, Ting Liu, Yang Jin, Yongjun Li, Lin Zheng, Chunhua Liu, Yuan Lu

PMC · DOI: 10.3390/cimb48020213 · 2026-02-14

## TL;DR

This study explores how the traditional Chinese herb Euphorbia helioscopia fights liver cancer by identifying key compounds and biological pathways involved.

## Contribution

The study identifies PTK2 as a key target of Euphorbia helioscopia in treating hepatocellular carcinoma using integrated pharmacological and experimental methods.

## Key findings

- 104 compounds were identified from Euphorbia helioscopia, with 18 targeting HCC-related proteins.
- PTK2 was confirmed as a core target associated with HCC risk through bioinformatics and Mendelian randomization.
- ZQ inhibited PTK2/PI3K/AKT phosphorylation and suppressed tumor growth in mice.

## Abstract

Euphorbia helioscopia L. (Zeqi, ZQ) is a traditional Chinese herb used to treat various tumors, but its molecular mechanisms against hepatocellular carcinoma (HCC) remain unclear. This study aims to elucidate the anti-HCC mechanisms of ZQ using chemical profiling, bioinformatics, Mendelian randomization (MR), and experimental validation. A total of 104 compounds were identified from ZQ, with 18 targeting HCC-related proteins. Bioinformatics and MR analyses revealed PTK2 as a core target associated with HCC risk. ZQ significantly suppressed H22 tumor growth in male ICR mice and inhibited PTK2/PI3K/AKT phosphorylation. Molecular docking and dynamics simulations confirmed stable binding between key ZQ compounds and PTK2. These results suggest that ZQ exerts anti-HCC effects through PTK2 inhibition and modulation of the PI3K/AKT pathway, supporting its potential as a multi-targeted therapeutic for HCC.

## Linked entities

- **Genes:** PTK2 (protein tyrosine kinase 2) [NCBI Gene 5747], PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 5290], AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207]
- **Proteins:** PTK2 (protein tyrosine kinase 2), PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha), AKT1 (AKT serine/threonine kinase 1)
- **Diseases:** hepatocellular carcinoma (MONDO:0007256), HCC (MONDO:0007256)

## Full-text entities

- **Genes:** Soat1 (sterol O-acyltransferase 1) [NCBI Gene 20652] {aka 8430426K15Rik, ACAT-1, Acact, ald, hid}, Mpo (myeloperoxidase) [NCBI Gene 17523] {aka mKIAA4033}, Alk (anaplastic lymphoma kinase) [NCBI Gene 11682] {aka CD246, Tcrz}, PTK2 (protein tyrosine kinase 2) [NCBI Gene 5747] {aka FADK, FADK 1, FAK, FAK1, FRNK, PPP1R71}, Ido1 (indoleamine 2,3-dioxygenase 1) [NCBI Gene 15930] {aka Ido, Indo}, Pdgfra (platelet derived growth factor receptor, alpha polypeptide) [NCBI Gene 18595] {aka CD140a, Pdgfr-2}, Pik3ca (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 18706] {aka 6330412C24Rik, caPI3K, p110, p110alpha}, Jak3 (Janus kinase 3) [NCBI Gene 16453] {aka fae, wil}, Igf1r (insulin-like growth factor I receptor) [NCBI Gene 16001] {aka A330103N21Rik, CD221, D930020L01, IGF-1R, hyft}, Akt1 (Akt serine/threonine kinase 1) [NCBI Gene 11651] {aka Akt, LTR-akt, PKB, PKB/Akt, PKBalpha, Rac}, Gapdh (glyceraldehyde-3-phosphate dehydrogenase) [NCBI Gene 14433] {aka Gapd}, Mmp13 (matrix metallopeptidase 13) [NCBI Gene 17386] {aka Clg, MMP-13, Mmp1}, Dapk1 (death associated protein kinase 1) [NCBI Gene 69635] {aka D13Ucla1, DAP-Kinase}, Jak2 (Janus kinase 2) [NCBI Gene 16452] {aka Fd17}, Jak1 (Janus kinase 1) [NCBI Gene 16451] {aka BAP004, C130039L05Rik}, Pik3cb (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 74769] {aka 1110001J02Rik, p110beta}, Mapk14 (mitogen-activated protein kinase 14) [NCBI Gene 26416] {aka CSBP2, Crk1, Csbp1, Mxi2, PRKM14, PRKM15}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, Mapk8 (mitogen-activated protein kinase 8) [NCBI Gene 26419] {aka JNK, JNK1, Prkm8, SAPK1}, Mdm2 (MDM2 proto-oncogene) [NCBI Gene 17246] {aka 1700007J15Rik, Mdm-2}, Kdr (kinase insert domain protein receptor) [NCBI Gene 16542] {aka 6130401C07, Flk-1, Flk1, Krd-1, Ly73, VEGFR-2}, Blnk (B cell linker) [NCBI Gene 17060] {aka BASH, Bca, Ly-57, Ly57, Lyw-57, SLP-65}, Mapk3 (mitogen-activated protein kinase 3) [NCBI Gene 26417] {aka Erk-1, Erk1, Ert2, Esrk1, Mnk1, Mtap2k}, Mtor (mechanistic target of rapamycin kinase) [NCBI Gene 56717] {aka 2610315D21Rik, FRAP, FRAP2, Frap1, RAFT1, RAPT1}, CASP3 (caspase 3) [NCBI Gene 836] {aka CPP32, CPP32B, SCA-1}, Ptk2 (PTK2 protein tyrosine kinase 2) [NCBI Gene 14083] {aka FADK 1, FAK, FRNK, Fadk, p125FAK}, Esr2 (estrogen receptor 2 (beta)) [NCBI Gene 13983] {aka ER[b], ERbeta, Estrb}, Pik3r1 (phosphoinositide-3-kinase regulatory subunit 1) [NCBI Gene 18708] {aka PI3K, p50alpha, p55alpha, p85alpha}, Src (src proto-oncogene, non-receptor tyrosine kinase) [NCBI Gene 20779] {aka pp60c-src}, Egfr (epidermal growth factor receptor) [NCBI Gene 13649] {aka 9030024J15Rik, Erbb, Errb1, Errp, Wa5, wa-2}
- **Diseases:** metastasis (MESH:D009362), ascites (MESH:D001201), cytotoxic (MESH:D064420), weight loss (MESH:D015431), osteomyelitis (MESH:D010019), tuberculosis (MESH:D014376), liver damage (MESH:D056486), necrosis (MESH:D009336), dislocation (MESH:D004204), HCC (MESH:D006528), UMAP (MESH:C567162), prostate cancer (MESH:D011471), injury to (MESH:D014947), chronic inflammation (MESH:D007249), cervical cancer (MESH:D002583), pulmonary diseases (MESH:D008171), Cancer (MESH:D009369), lung cancer (MESH:D008175), edema (MESH:D004487), hepatic fibrosis (MESH:D008103)
- **Chemicals:** H&amp;E (MESH:D006371), CAB004036 (-), penicillin (MESH:D010406), DOX (MESH:D004317), amino acid (MESH:D000596), sodium carboxymethyl cellulose (MESH:D002266), CO2 (MESH:D002245), ATP (MESH:D000255), norisoboldine (MESH:C464745), PVDF (MESH:C024865), hydrogen (MESH:D006859), eosin (MESH:D004801), baicalin (MESH:C038044), euphornin (MESH:C530235), flavonoids (MESH:D005419), ammonium persulfate (MESH:C031276), methanol (MESH:D000432), silymarin (MESH:D012838), Defactinib (MESH:C584510), chrysin (MESH:C043561), formic acid (MESH:C030544), sugars (MESH:D000073893), Quercetin (MESH:D011794), Beta-Sitosterol (MESH:C025473), Helioscopinolide B (MESH:C487258), streptomycin (MESH:D013307), acetonitrile (MESH:C032159), Kaempferol (MESH:C006552), water (MESH:D014867), terpenoids (MESH:D013729), alkaloids (MESH:D000470), SDS (MESH:D012967), acrylamide (MESH:D020106), ethanol (MESH:D000431)
- **Species:** Homo sapiens (human, species) [taxon 9606], Euphorbia helioscopia (species) [taxon 154990], Mus musculus (house mouse, species) [taxon 10090], Hepatitis B virus (no rank) [taxon 10407]
- **Mutations:** AUC of 0, P0013D, serine/threonine
- **Cell lines:** H22 — Homo sapiens (Human), Peripheral primitive neuroectodermal tumor of bone, Cancer cell line (CVCL_1E32), HCC-1 — Homo sapiens (Human), Hepatocellular carcinoma, Cancer cell line (CVCL_A1AS), Cat# 20200929 — Felis catus (Cat), Finite cell line (CVCL_XB61)

## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12939734/full.md

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Source: https://tomesphere.com/paper/PMC12939734