| Literature DB >> 33299889 |
Mohamed H Yousef1, Hassan A N El-Fawal2, Anwar Abdelnaser2.
Abstract
Hepatocellular carcinoma is the fifth most common cancer worldwide and the second most lethal, following lung cancer. Currently applied therapeutic practices rely on surgical resection, chemotherapy and radiotherapy, or a combination thereof. These treatment options are associated with extreme adversities, and risk/benefit ratios do not always work in patients' favor. Anomalies of the epigenome lie at the epicenter of aberrant molecular mechanisms by which the disease develops and progresses. Modulation of these anomalous events poses a promising prospect for alternative treatment options, with an abundance of felicitous results reported in recent years. Herein, the most recent epigenetic modulators in hepatocellular carcinoma are recapitulated on.Entities:
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Year: 2020 PMID: 33299889 PMCID: PMC7707949 DOI: 10.1155/2020/9593254
Source DB: PubMed Journal: Biomed Res Int Impact factor: 3.411
Aberrant methylation patterns in hepatocellular carcinoma (HCC). A comprehensive list of genes, which were dysregulated in HCC due to aberrant methylation patterns.
| Gene | Methylation pattern | Ref. |
|---|---|---|
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| Hypomethylation | [ |
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| Hypomethylation | [ |
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| Hypomethylation | [ |
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| Hypermethylation | [ |
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| Hypomethylation | |
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| Hypermethylation | [ |
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| Hypermethylation | [ |
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| Hypermethylation | [ |
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| Hypermethylation | [ |
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| Hypermethylation | [ |
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| Hypomethylation | [ |
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| Hypomethylation | [ |
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| Hypermethylation | [ |
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| Hypermethylation | [ |
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| Hypomethylation | [ |
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| Hypermethylation | [ |
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| Hypomethylation | [ |
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| Hypomethylation | [ |
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| Hypermethylation | [ |
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| Hypomethylation | [ |
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| Hypermethylation | [ |
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| Hypermethylation | [ |
ACSL4: Acyl-CoA Synthetase Long Chain Family Member 4; ALDH3A1: Aldehyde Dehydrogenase 3 Family Member A1; APOA5: Apolipoprotein A5; CLDN15: Claudin-15; CDKN2A: cyclin-dependent kinase inhibitor 2A; CYP7A1: Cytochrome P450 Family 7 Subfamily A Member 1; DEFB119: Defensin β 119; DPP6: Dipeptidyl peptidase 6; ENDOD1: Endonuclease Domain Containing 1; EZR: Ezrin; GLUL: Glutamate-Ammonia Ligase; GZMB: Granzyme B; MIR21: microRNA-21; Myo1g: Myosin 1g; NDRG2: N-myc downstream-regulated gene family member 2; NEFH: Neurofilament, heavy polypeptide; NKX3-2: NK3 Homeobox 2; PDE1A: Phosphodiesterase 1A; PHYHD1: Phytanoyl-CoA Dioxygenase Domain Containing 1; PRH2: Proline-rich protein HaeIII subfamily 2; RASSF1A: Ras association domain family 1 isoform A; SCAND3: SCAN domain containing 3; SFN: Stratifin; SGCA: α-sarcoglycan; SLC25A47: Solute Carrier Family 25 Member 47; SLC39A12: Solute carrier family 39 member 12; SMPD3: sphingomyelin phosphodiesterase 3; SPP1: Secreted Phosphoprotein 1; SPRR2A: Small proline-rich protein 2A; TBX4: T-box 4; TKT: Transketolase; VTRNA2-1: Vault RNA 2–1; ZPBP: Zona pellucida binding protein.
DNA methyltransferase (DNMT) inhibitors in HCC. The table shows the most prominent DNMT inhibitors, the changes in the targets of the inhibited DNMTs, and the resulting effects on the tumor.
| DNMT inhibitor | DNMT targets affected | Effect | Ref. |
|---|---|---|---|
| 5-Azacytidine |
| Inhibits tumor growth | [ |
| Decaitabine |
| G1 cell cycle arrest | [ |
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| Inhibits proliferation and migration | [ | |
| Guadecitabine (SGI-110) |
| Inhibits tumor growth | [ |
| Zebularine |
| Inhibits proliferation and induces apoptosis | [ |
| SGI-1027 |
| Induces apoptosis | [ |
| CM-272 |
| Inhibits proliferation and decreases adaptation to hypoxia | [ |
| EGCG (Y6) |
| Inhibits proliferation and reverses doxorubicin-resistance | [ |
| Genistein |
| Inhibits proliferation (at a 10-40 | [ |
ALB: albumin; BAX: Bcl-2-like protein 4; Bcl-2: B-cell lymphoma 2; CDK2: cyclin-dependent kinase 2; CYP1A1: cytochrome P450 1A1; CYP1B1: cytochrome P450 1B1; CYP26A1: cytochrome P450 26A1; CYP26B1: cytochrome P450 26B1; CYP3A4: cytochrome P450 3A4; CYP7A1: cholesterol 7α-hydroxylase-1; DLEC1: deleted in lung and esophageal cancer 1; FBP1: fructose-1,6-bisphosphatase; GNMT: glycine-N-methyl transferase; HIF1-α: hypoxia-inducible factor 1-α; MAT1A: methionine-adenosyltransferase 1A; p16INK4A: cyclin-dependent kinase inhibitor 2A; p21WAF/CIP1: cyclin-dependent kinase inhibitor 1; p53: tumor protein p53; p-AMPK: phosphorylated AMP-activated protein kinase; P-gp: P-glycoprotein 1; Rb: retinoblastoma; RUNX3: RUNX Family Transcription Factor 3; SLC10A1: sodium/bile acid cotransporter.
Figure 1Epigenetic modulation of chromatin by histone deacetylation and methylation/demethylation as well as DNA methylation. The figure highlights the role of histone deacetylases (HDACs), histone methyltransferase (HMTs), histone demethylases (HDMs), and DNA methyltransferases (DNMTs) in creating the epigenetic signature observed in HCC in addition to their significance as targets for therapy. As is shown, the most common site for such modifications occurs on specific lysine residues on histone H3. “Created with BioRender.”
Histone deacetylase (HDAC) inhibitors in HCC. The table shows the most prominent HDAC inhibitors that have been studied in HCC, their cellular targets, and their antitumor effects.
| Hydroxamates | |||
|---|---|---|---|
| HDACi | Target(s) | Effect | Ref. |
| Trichostatin A |
| Promotes apoptosis | [ |
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| Inhibits tumor cell growth | [ | |
| Resminostat |
| Promotes mitochondrial depolarization and apoptosis | [ |
| Panobinostat |
| Promotes autophagy | [ |
| Vorinostat (SAHA) |
| Initiating tumor hypoxia | [ |
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| Sensitization to TRAIL-induced apoptosis | [ | |
| Quisinostat (±sorafenib) |
| Inducing G0/G1 phase arrest and apoptosis | [ |
| Cyclic peptides | |||
| Romidepsin |
| Induces cell cycle arrest in the G2/M phase and apoptosis | [ |
| Aliphatic fatty acids | |||
| Valproic acid |
| Sensitization to proton irradiation | [ |
| Valproic acid (+DOX) |
| Increases ROS and induces autophagy | [ |
| Sodium butyrate |
| Increases ROS and induces autophagy | [ |
Bax: Bcl-2-associated X protein; Bcl-2: B-cell lymphoma 2; Bcl-xL: B-cell lymphoma extra large; c-Caspase 3: cleaved caspase 3; c-Caspase 9: cleaved caspase 9; c-PARP: cleaved Poly (ADP-ribose) polymerase; CYLD: CYLD lysine 63 deubiquitinase; DOX: doxorubicin; DR5: death receptor 5; mTOR: mammalian target of rapamycin; Nrf2: nuclear factor erythroid 2-related factor 2; p-AKT: phosphorylated protein kinase B; p-Erk: phosphorylated extracellular-signal-regulated kinase; PI3K-p110: phosphatidylinositol 3-kinase subunit p110; PI3K-p85: phosphatidylinositol 3-kinase subunit p85; p-JNK: phosphorylated c-Jun N-terminal kinase; ROS: reactive oxygen species.
Figure 2A schematic showing a network of several miRNAs with converging regulatory pathways in HCC therapy. The figure shows miRNAs sharing a common target as well as targets regulated by more than one miRNA. The therapeutic effects associated with all of the microRNAs in the illustrated panel correlate with their upregulation, except for miR-101 (marked). “Created with BioRender.”
MicroRNAs (miRNAs) with disease-modifying effects in HCC. The table shows the direction of microRNA expression associated with the therapeutic effects, the regulated targets, and the observed effects in HCC.
| MicroRNA | Expression changes associated with therapeutic effects | Effect | Targets (and the direction of their therapeutic regulation) | Reference |
|---|---|---|---|---|
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| Upregulation | Induction of apoptosis and inhibition of proliferation |
| [ |
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| Upregulation | Suppression of tumor proliferation and invasiveness |
| [ |
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| Upregulation | Growth inhibition, migration, invasion, colony formation; initiation of hepatoselective apoptosis. Enhancement of chemosensitivity |
| [ |
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| Upregulation | Amelioration of tumor radiosensitivity |
| [ |
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| Downregulation | Suppression of proliferation, migration, and invasion; initiation of apoptosis |
| [ |
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| Upregulation | Inhibition of EMT and metastasis |
| [ |
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| Upregulation | Inhibition of proliferation, EMT, migration, and invasion |
| [ |
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| Upregulation | Inhibition of proliferation and enhancement of sensitivity to sorafenib-based chemotherapies |
| [ |
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| Upregulation | Inhibition of cellular proliferation and clonogenicity | SIX1 (downregulation) | [ |
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| Upregulation | Inhibition of proliferation and invasion |
| [ |
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| Upregulation | Inhibition of proliferation, migration, and invasion |
| [ |
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| Upregulation | Inhibition of proliferation and invasion |
| [ |
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| Downregulation | Induction of apoptosis |
| [ |
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| Upregulation | Induction of apoptosis |
| [ |
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| Upregulation | Induction of apoptosis and inhibition of proliferation and invasion |
| [ |
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| Upregulation | Inhibition of proliferation, migration, and invasion |
| [ |
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| Upregulation | Inhibition of proliferation, migration, and invasion |
| [ |
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| Upregulation | Downregulation of c-Myc at the protein level and suppression of its O-GlcNAcylation; reduction of metastatic potential |
| [ |
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| Upregulation | Inhibition of proliferation |
| [ |
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| Upregulation | Inhibition of proliferation and apoptosis; enhancement of drug sensitivity |
| [ |
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| Upregulation | Promotion of TRAIL-induced apoptosis |
| [ |
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| Upregulation | Inhibition of proliferation, migration, and invasion |
| [ |
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| Upregulation | Initiation of apoptosis |
| [ |
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| Upregulation | Suppression of proliferation, migration, and invasion; initiation apoptosis |
| [ |
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| Upregulation | Decreased cell viability and colony formation; cell cycle arrest |
| [ |
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| Upregulation | Inhibition of proliferation; G0/G1 arrest; promotion of apoptosis |
| [ |
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| Upregulation | Repression of proliferation and sensitization to anticancer drugs |
| [ |
| Inhibition of invasion and migration; repression of EMT |
| [ | ||
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| Upregulation | Suppression of proliferation and induction of apoptosis |
| [ |
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| Upregulation | Growth inhibition and induction of apoptosis |
| [ |
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| Upregulation | Inhibition of proliferation, migration, and invasion |
| [ |
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| Downregulation | Repression of TGF- |
| [ |
| Upregulation | Suppression of proliferation, colony formation, EMT, and angiogenesis as well as VM. Inhibition of intrahepatic and distant metastases. Synergized with doxorubicin or fluorouracil to induce apoptosis |
| [ | |
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| Upregulation | Inhibition of proliferation, G1 arrest, and promotion of apoptosis |
| [ |
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| Upregulation | Reduction in fibrosis |
| [ |
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| Upregulation | Suppression of migration and invasion |
| [ |
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| Upregulation | Lowering of cancer stem cell-like properties; inhibition of extracellular signal-regulated kinases |
| [ |
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| Upregulation | Inhibition of colony formation and tumor growth |
| [ |
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| Downregulation | Inhibition of proliferation and promotion of apoptosis |
| [ |
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| Upregulation | Promotion of apoptosis; inhibition of proliferation, invasion, and migration |
| [ |
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| Upregulation | Suppression of tumor growth and malignancy. Promotion of differentiated phenotype |
| [ |
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| Upregulation | Inhibition of proliferation, colony formation, invasion, and induction of G0/G1 arrest |
| [ |
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| Upregulation | Inhibition of EMT, metastasis, and VM |
| [ |
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| Upregulation | Suppression of Twist1-induced EMT |
| [ |
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| Upregulation | Inhibition of proliferation, colony formation, and induction of apoptosis |
| [ |
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| Upregulation | Suppression of cellular growth and migration/invasion |
| [ |
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| Upregulation | Inhibition of activation and proliferation of hepatic stellate cells |
| [ |
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| Upregulation | Inhibition of proliferation, G0/G1 arrest, and induction of apoptosis |
| [ |
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| Upregulation | G0/G1 arrest and inhibition of proliferation |
| [ |
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| Upregulation | Inhibition of EMT and decreased mitochondrial metabolism |
| [ |
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| Upregulation | Repression of proliferation, cellular viability, migration, and clonogenicity |
| [ |
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| Upregulation | Inhibition of proliferation, migration/invasion, and synergized with chemotherapeutics |
| [ |
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| Upregulation | Inhibition of proliferation |
| [ |
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| Upregulation | Inhibition of motility and pulmonary metastasis; increase of epithelial markers and reduction of mesenchymal markers; reduction of Snail nuclear accumulation |
| [ |
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| Upregulation | Sensitization to 5-FU |
| [ |
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| Downregulation | Inhibition of proliferation due to a G0/G1 arrest; induction of apoptosis |
| [ |
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| Upregulation | Subduing invasiveness and metastatic capacity; downregulation of MMP2 and MMP9 |
| [ |
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| Upregulation | Inhibition of proliferation, invasion, and migration |
| [ |
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| Upregulation | Suppression of DNA replication, mitotic entry, and cellular proliferation |
| [ |
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| Downregulation | Lowering of proliferation and clonogenicity; inhibition of migration/invasion; induction of G1 arrest and apoptosis |
| [ |
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| Upregulation | Cell cycle arrest and inhibition of proliferation, invasion, and migration. Induction of apoptosis |
| [ |
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| Upregulation | Repression of EMT and pulmonary metastasis; increase of epithelial markers; reduction of mesenchymal markers |
| [ |
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| Upregulation | Inhibition of proliferation, cellular motility, and promotion of apoptosis |
| [ |
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| Upregulation | Inhibition of proliferation |
| [ |
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| Upregulation | Inhibition of migration and invasion; upregulation of CD82 |
| [ |
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| Upregulation | Sensitization of cells to doxorubicin-induced apoptosis |
| [ |
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| Upregulation | Inhibition of local invasion and migration |
| [ |
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| Upregulation | Inhibition of migration and invasion; suppression of capillary tube formation; reduction of tumor volume and microvessel density |
| [ |
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| Upregulation | Attenuation of HUVECs motility; upregulation of VE-cadherin; downregulation of |
| [ |
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| Upregulation | Inhibition of proliferation, metastasis and angiogenesis. Improvement of chemosensitivity |
| [ |
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| Upregulation | Inhibition of proliferation, migration, invasion, and promotion of apoptosis |
| [ |
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| Upregulation | Inhibition of proliferation, cell cycle arrest, and induction of apoptosis |
| [ |
ADAM10: ADAM metallopeptidase domain 10; ADAM17: ADAM metallopeptidase domain 17; Ago2: Argonaute 2; AKT1: AKT serine/threonine kinase 1; AKT2: AKT serine/threonine kinase 2; ANGPTL2: Angiopoietin-like 2; ARID3B: AT-rich interaction domain 3B; BAD: Bcl-2-associated agonist of cell death; BAX: Bcl-2-associated X; BBC3: Bcl-2 binding component 3; Bcl-2: B-cell lymphoma 2 apoptosis regulator; Bcl-w: Bcl-2-like protein 2; Bcl-xL: B-cell lymphoma extra large; BMF: Bcl-2 modifying factor; CCND1: Cyclin D1; CCND2: Cyclin D2; CCNG1: Cyclin G1; CD133: CD133 antigen (prominin-1); CD147: Cluster of differentiation 147 (Basigin); CDK6: cyclin-dependent kinase 6; CKS1B: CDC28 protein kinase regulatory subunit 1B; CLTC: clathrin heavy chain; c-Myc: Myc protooncogene; BHLH transcription factor; COX2: cytochrome C oxidase subunit II; c-Raf: Raf-1 protooncogene, serine/threonine kinase; CXCL1: C-X-C motif chemokine ligand 1; DPYD: Dihydropyrimidine dehydrogenase; DUSP1: Dual specificity phosphatase 1; E2F3: E2F transcription factor 3; EGR3: EGR3 early growth response 3; EIF4E: eukaryotic translation initiation factor 4E; EphA2: Ephrin receptor A2; ETS1: ETS protooncogene 1; EZH2: enhancer of zeste 2 polycomb repressive complex 2 subunit; FOS: Fos protooncogene, AP-1 transcription factor subunit; FOXA1: Forkhead box A1; FOXO1: Forkhead box O1; GAB2: GRB2-associated-binding protein 2; GIT-1: GIT ArfGAP 1; GPC3: Glypican 3; HES1: Hairy and enhancer of split-1; HOXA1: Homeobox A1; IGF1R: insulin-like growth factor 1 receptor; IKKα: Inhibitor of κB kinase α; IL-6: interleukin-6; ISG15: interferon-stimulated gene 15; JUN: Jun protooncogene; AP-1 transcription factor subunit; LASP1: LIM and SH3 protein 1; LIN28B: Lin-28 homolog B; LIN7A: Lin-7 homolog A, crumbs cell polarity complex component; LRH-1: liver receptor homolog-1; LRP6: low-density lipoprotein receptor-related protein 6; MCL-1: MCL1 apoptosis regulator; MDM2: MDM2 protooncogene; MET: MET protooncogene, receptor tyrosine kinase; MMP-2: matrix metalloproteinase-2; MMP-9: matrix metalloproteinase-9, p57; MTDH: metadherin; mTOR: mammalian target of rapamycin; NRP1: Neuropilin-1; OGT: O-GlcNAc transferase; OTUD7B: OTU deubiquitinase 7B; PBX3: Pre-B-cell leukemia homeobox 3; PDGFRβ: Platelet-derived growth factor receptor beta; PIK3C2α: phosphatidylinositol-4-phosphate 3-kinase catalytic subunit type 2 alpha; PIK3R2: phosphoinositide-3-kinase regulatory subunit 2; PRMT1: protein arginine methyltransferase 1; PUMA: p53 upregulated modulator of apoptosis; RHEB: Ras homolog, mTORC1 binding; RICTOR: RPTOR-independent companion of MTOR, complex 2; ROCK2: Rho-associated coiled-coil containing protein kinase 2; SDF1: Stromal cell-derived factor 1; SETDB1: SET domain bifurcated histone lysine methyltransferase 1; SIAH1: Siah E3 ubiquitin protein ligase 1; SIRT1: Sirtuin 1; SIX1: SIX homeobox 1; SMAD1: SMAD family member 1; SMAD2: SMAD family member 2; SMAD3: SMAD family member 3; SOX2: sex-determining region Y-box 2; SP1: Transcription factor Sp1 (specificity protein 1); SREBP-1c: Sterol regulatory element binding protein-1c; STAT3: signal transducer and activator of transcription 3; STMN1: Stathmin 1; TAB3: TGF beta-activated kinase binding protein 3; TAK1: Transforming growth factor beta-activated kinase 1; TGFβ1: Transforming growth factor beta 1; TGF-βR1: Transforming growth factor beta receptor 1; TNFRF6B: Tumor necrosis factor receptor super family 6B; TNIP2: TNFAIP3 interacting protein 2; VEGFR: vascular endothelial growth factor receptor; ZEB2: Zinc finger E-box binding homeobox 2; ZHX1: Zinc fingers and homeobox 1.
Dysregulated long noncoding RNAs (lncRNAs) in HCC. Long noncoding RNAs are shown with the trend of dysregulation associated with HCC. As is evident, the majority of dysregulated lncRNAs follow an upward tendency. Also evident is the involvement of lncRNA-mediated miRNA sponging in producing the oncogenic molecular phenotypes.
| lncRNA | Expression in HCC | Effect of dysregulation | Ref. |
|---|---|---|---|
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| Upregulated | Promoting tumor growth and metastasis; upregulation of | [ |
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| Upregulated | Inhibition of | [ |
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| Upregulated | Inhibition of | [ |
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| Upregulated | Enhanced proliferation and EMT; upregulation of | [ |
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| Upregulated | Inhibition of | [ |
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| Upregulated | Upregulation of | [ |
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| Downregulated | Activation of | [ |
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| Upregulated | Activation of | [ |
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| Upregulated | Inhibition of the | [ |
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| Upregulated | Sponging of | [ |
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| Upregulated | Enhanced cell proliferation, colony formation, and autophagy; upregulation of | [ |
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| Upregulated | Inhibition of | [ |
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| Upregulated | Enhanced cell proliferation and EMT; | [ |
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| Downregulated | Downregulation of | [ |
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| Upregulated |
| [ |
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| Upregulated |
| [ |
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| Downregulated | Attenuated | [ |
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| Upregulated | Amelioration of resistance to sorafenib and upregulation of | [ |
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| Downregulated | Enhanced proliferation; upregulation of | [ |
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| Upregulated | Activation of | [ |
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| Upregulated | Upregulation of | [ |
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| Downregulated | Suppression of cell proliferation and metastasis; upregulation of | [ |
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| Upregulated | Destabilization of | [ |
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| Upregulated | Downregulation of | [ |
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| Upregulated | Downregulation of | [ |
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| Upregulated | Upregulation of | [ |
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| Upregulated | Anaplasia and distant metastases; upregulation of | [ |
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| Upregulated | Enhancement of tumor growth and chemoresistance; inhibition of | [ |
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| Upregulated | Inhibition of miR-132 and elevated levels of PIK3R3 | [ |
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| Upregulated | Enhanced proliferation and metastasis and decreased apoptosis; sponging of | [ |
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| Downregulated | Sponging of miR-9-5a and consequent upregulation of | [ |
| Upregulated | Posttranscriptional inhibition of | [ | |
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| Upregulated | Genome-wide hypomethylation; modulation of | [ |
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| Upregulated | Promoting cell proliferation and EMT; sponging of | [ |
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| Upregulated | Inhibition of | [ |
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| Upregulated | Inhibition of | [ |
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| Upregulated | Promoting metastasis; inhibition of | [ |
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| Upregulated | Positive regulation of the | [ |
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| Upregulated | Histone methylation of the | [ |
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| Downregulated | Upregulation of | [ |
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| Upregulated | Reduction of | [ |
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| Upregulated | Enhanced EMT and sorafenib resistance; sponging of | [ |
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| Upregulated | Tumor progression and doxorubicin resistance; | [ |
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| Upregulated | Improved proliferation and metastasis; sponging of | [ |
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| Upregulated | Enhanced proliferation and inhibition of apoptosis; downregulation of | [ |
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| Downregulated | Enhanced invasion and metastasis; activation of | [ |
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| Upregulated | Promoting cell proliferation and colony formation; suppression of | [ |
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| Downregulated | Repression of tumor growth; decreased | [ |
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| Upregulated | Upregulation of | [ |
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| Upregulated | Promoting cell proliferation, migration and angiogenesis. Inhibition of apoptosis; inhibition of the | [ |
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| Upregulated | Enhanced proliferation and colony formation; sponging of | [ |
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| Upregulated | Enhanced proliferation and colony formation; sponging of | [ |
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| Upregulated | Promoting proliferation, migration and invasion; suppression of | [ |
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| Downregulated | Desponging of | [ |
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| Upregulated | Enhanced proliferation and reduced apoptosis; | [ |
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| Downregulated | Suppression of glycolysis in HCC cells; downregulation of | [ |
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| Upregulated | Promoting proliferation and metastasis; activation of | [ |
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| Upregulated | Enhanced tumor progression and metastasis; sponging of | [ |
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| Upregulated | Sponging of | [ |
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| Upregulated | Inhibition of | [ |
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| Upregulated | Promoting the Warburg effect and metastasis; upregulation of | [ |
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| Upregulated | Enhanced cell proliferation and lymph node metastasis; | [ |
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| Downregulated | Activation of PI3K/AKT signaling via upregulation of | [ |
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| Upregulated | Promoting proliferation, migration, and invasion; | [ |
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| Upregulated | Negative regulation of | [ |
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| Upregulated |
| [ |
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| Upregulated | Enhanced proliferation, macrovascular invasion, and EMT; upregulation of | [ |
|
| Upregulated | Enhanced proliferation; | [ |
|
| Upregulated | Enhanced proliferation, migration, and invasion; inhibition of | [ |
|
| Upregulated | Promoting migration and invasion; downregulation of | [ |
ACER3: Alkaline Ceramidase 3; AHCY: Adenosylhomocysteinase; AKT: Protein kinase B; ATG7: Autophagy-related 7; BPY2C: Basic Charge Y-Linked 2C; CDCA7: Cell Division Cycle-Associated 7; CENPM: Centromere Protein M; CEP55: Centrosomal Protein 55; CHEK1: checkpoint kinase 1; c-Met: Tyrosine-protein kinase Met; DNMT1: DNA methyltransferase 1; EGFR: epidermal growth factor receptor; ERK: extracellular signal-regulated kinase; EZH2: enhancer of zeste homolog 2; FOXM1: Forkhead box protein M1; GAS8: growth arrest-specific 8; GLUT1: Glucose transporter 1; GPC3: Glypican 3; GRB2: growth factor receptor-bound protein 2; HNRNPA1: heterogeneous nuclear ribonucleoprotein A1; IGF2: insulin-like growth factor 2; IRS2: insulin receptor substrate 2; JAK: Janus kinase; LATS2: large tumor suppressor 2; MAP3K1: mitogen-activated protein kinase 1; MAT1A: Methionine Adenosyltransferase 1A; MSI: RNA-binding protein Musashi; NF-κB: nuclear factor kappa-light-chain-enhancer of activated B cells; NLK: Nemo-Like Kinase; NOTCH3: Notch Receptor 3; NR4A3: Nuclear Receptor Subfamily 4 Group A Member 3; p21: cyclin-dependent kinase inhibitor 1; PDK2: Pyruvate dehydrogenase kinase isoform 2; PD-L1: Programmed death-ligand 1; PEG10: Paternally Expressed 10; PGK1: Phosphoglycerate Kinase 1; PI3K: Phosphoinositide 3-kinase; PIK3R3: Phosphoinositide-3-Kinase Regulatory Subunit 3; PKM2: Pyruvate kinase muscle isozyme; PPARA: peroxisome proliferator-activated receptor alpha; PTEN: Phosphatase and tensin homolog; RECK: Reversion-inducing-cysteine-rich protein with kazal motifs; RICTOR: Rapamycin-insensitive companion of mammalian target of rapamycin; RNF38: Ring Finger Protein 38; S100A10: S100 Calcium Binding Protein A10; SAH: S-adenosyl homocysteine; SAM: S-adenosyl-L-methionine; SNORD72: Small Nucleolar RNA, C/D Box 72; SOCS5: Suppressor of cytokine signaling 5; SOX4: SRY-Box Transcription Factor 4; STAT3: signal transducer and activator of transcription 3; USP49: Ubiquitin-Specific Peptidase 49; WEE1: WEE1 G2 Checkpoint Kinase; YAP/YAP1: Yes-associated protein 1; YY1: Yin Yang 1; α-SMA: alpha-smooth muscle actin.