Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: ARIH2

Gene summary for ARIH2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARIH2

Gene ID

10425

Gene nameariadne RBR E3 ubiquitin protein ligase 2
Gene AliasARI2
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

O95376


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
10425ARIH2LZE4THumanEsophagusESCC7.82e-153.24e-010.0811
10425ARIH2LZE7THumanEsophagusESCC1.93e-085.29e-010.0667
10425ARIH2LZE8THumanEsophagusESCC1.52e-081.74e-010.067
10425ARIH2LZE22D1HumanEsophagusHGIN1.47e-041.09e-010.0595
10425ARIH2LZE22THumanEsophagusESCC1.28e-023.55e-010.068
10425ARIH2LZE24D1HumanEsophagusHGIN2.00e-024.02e-010.054
10425ARIH2LZE24THumanEsophagusESCC1.01e-235.73e-010.0596
10425ARIH2LZE6THumanEsophagusESCC9.15e-041.71e-010.0845
10425ARIH2P1T-EHumanEsophagusESCC3.36e-093.12e-010.0875
10425ARIH2P2T-EHumanEsophagusESCC1.01e-183.87e-010.1177
10425ARIH2P4T-EHumanEsophagusESCC2.40e-267.56e-010.1323
10425ARIH2P5T-EHumanEsophagusESCC2.60e-062.07e-010.1327
10425ARIH2P8T-EHumanEsophagusESCC4.80e-213.28e-010.0889
10425ARIH2P9T-EHumanEsophagusESCC1.25e-123.49e-010.1131
10425ARIH2P10T-EHumanEsophagusESCC4.40e-204.28e-010.116
10425ARIH2P11T-EHumanEsophagusESCC3.80e-165.33e-010.1426
10425ARIH2P12T-EHumanEsophagusESCC4.17e-266.51e-010.1122
10425ARIH2P15T-EHumanEsophagusESCC1.34e-214.95e-010.1149
10425ARIH2P16T-EHumanEsophagusESCC2.75e-204.95e-010.1153
10425ARIH2P17T-EHumanEsophagusESCC2.02e-042.60e-010.1278
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00104987LiverNAFLDproteasomal protein catabolic process101/1882490/187231.35e-126.09e-10101
GO:00421767LiverNAFLDregulation of protein catabolic process83/1882391/187232.94e-111.01e-0883
GO:19030507LiverNAFLDregulation of proteolysis involved in cellular protein catabolic process53/1882221/187231.32e-092.34e-0753
GO:20000587LiverNAFLDregulation of ubiquitin-dependent protein catabolic process43/1882164/187232.66e-094.20e-0743
GO:19033627LiverNAFLDregulation of cellular protein catabolic process56/1882255/187231.38e-081.71e-0656
GO:00002095LiverNAFLDprotein polyubiquitination51/1882236/187231.04e-078.10e-0651
GO:00160495LiverNAFLDcell growth85/1882482/187231.75e-071.25e-0585
GO:00457327LiverNAFLDpositive regulation of protein catabolic process48/1882231/187238.22e-074.45e-0548
GO:00611367LiverNAFLDregulation of proteasomal protein catabolic process40/1882187/187233.12e-061.26e-0440
GO:00458627LiverNAFLDpositive regulation of proteolysis65/1882372/187236.58e-062.29e-0465
GO:00324347LiverNAFLDregulation of proteasomal ubiquitin-dependent protein catabolic process31/1882134/187237.40e-062.55e-0431
GO:00512227LiverNAFLDpositive regulation of protein transport55/1882303/187231.07e-053.35e-0455
GO:00709364LiverNAFLDprotein K48-linked ubiquitination19/188265/187231.33e-053.97e-0419
GO:00485884LiverNAFLDdevelopmental cell growth45/1882234/187231.50e-054.38e-0445
GO:19049517LiverNAFLDpositive regulation of establishment of protein localization55/1882319/187234.79e-051.14e-0355
GO:19033647LiverNAFLDpositive regulation of cellular protein catabolic process29/1882155/187237.37e-049.36e-0329
GO:20000607LiverNAFLDpositive regulation of ubiquitin-dependent protein catabolic process22/1882107/187238.56e-041.05e-0222
GO:00903166LiverNAFLDpositive regulation of intracellular protein transport29/1882160/187231.24e-031.41e-0229
GO:00725947LiverNAFLDestablishment of protein localization to organelle62/1882422/187231.48e-031.64e-0262
GO:19030525LiverNAFLDpositive regulation of proteolysis involved in cellular protein catabolic process25/1882133/187231.54e-031.66e-0225
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
ARIH2SNVMissense_Mutationc.782N>Ap.Arg261Hisp.R261HO95376protein_codingtolerated(0.07)benign(0.007)TCGA-GM-A2DD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilCR
ARIH2SNVMissense_Mutationnovelc.1295A>Tp.Tyr432Phep.Y432FO95376protein_codingdeleterious(0.03)possibly_damaging(0.788)TCGA-UC-A7PD-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ARIH2SNVMissense_Mutationc.980T>Cp.Leu327Prop.L327PO95376protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ARIH2SNVMissense_Mutationc.923G>Tp.Gly308Valp.G308VO95376protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AZ-6600-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapycpt-11PD
ARIH2SNVMissense_Mutationc.760N>Ap.Glu254Lysp.E254KO95376protein_codingdeleterious(0.03)possibly_damaging(0.585)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ARIH2SNVMissense_Mutationnovelc.828N>Cp.Trp276Cysp.W276CO95376protein_codingdeleterious(0)probably_damaging(0.993)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ARIH2SNVMissense_Mutationnovelc.323N>Ap.Arg108Lysp.R108KO95376protein_codingtolerated(0.85)benign(0.014)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ARIH2SNVMissense_Mutationnovelc.323N>Tp.Arg108Ilep.R108IO95376protein_codingtolerated(0.14)possibly_damaging(0.473)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARIH2SNVMissense_Mutationnovelc.1244N>Gp.Lys415Argp.K415RO95376protein_codingtolerated(0.41)benign(0.001)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARIH2SNVMissense_Mutationnovelc.118G>Ap.Val40Metp.V40MO95376protein_codingtolerated(0.13)benign(0.038)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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