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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: TNFAIP8

Gene summary for TNFAIP8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TNFAIP8

Gene ID

25816

Gene nameTNF alpha induced protein 8
Gene AliasGG2-1
Cytomap5q23.1
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

O95379


Top

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
25816TNFAIP8LZE4THumanEsophagusESCC2.65e-226.46e-010.0811
25816TNFAIP8LZE7THumanEsophagusESCC7.31e-095.96e-010.0667
25816TNFAIP8LZE8THumanEsophagusESCC1.74e-188.59e-010.067
25816TNFAIP8LZE20THumanEsophagusESCC1.13e-041.99e-010.0662
25816TNFAIP8LZE24THumanEsophagusESCC1.24e-091.07e-010.0596
25816TNFAIP8LZE21THumanEsophagusESCC1.52e-087.95e-010.0655
25816TNFAIP8LZE6THumanEsophagusESCC1.25e-095.50e-010.0845
25816TNFAIP8P1T-EHumanEsophagusESCC1.83e-035.06e-010.0875
25816TNFAIP8P2T-EHumanEsophagusESCC4.13e-082.36e-010.1177
25816TNFAIP8P4T-EHumanEsophagusESCC3.86e-331.02e+000.1323
25816TNFAIP8P5T-EHumanEsophagusESCC1.13e-245.10e-010.1327
25816TNFAIP8P8T-EHumanEsophagusESCC5.27e-102.72e-010.0889
25816TNFAIP8P9T-EHumanEsophagusESCC8.35e-451.31e+000.1131
25816TNFAIP8P10T-EHumanEsophagusESCC1.69e-172.09e-010.116
25816TNFAIP8P11T-EHumanEsophagusESCC1.23e-084.17e-010.1426
25816TNFAIP8P12T-EHumanEsophagusESCC5.53e-338.69e-010.1122
25816TNFAIP8P15T-EHumanEsophagusESCC2.78e-307.57e-010.1149
25816TNFAIP8P16T-EHumanEsophagusESCC1.73e-091.53e-020.1153
25816TNFAIP8P17T-EHumanEsophagusESCC1.74e-064.07e-010.1278
25816TNFAIP8P19T-EHumanEsophagusESCC2.92e-033.81e-010.1662
Page: 1 2 3 4 5 6 

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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:2000116111EsophagusESCCregulation of cysteine-type endopeptidase activity158/8552235/187231.67e-115.90e-10158
GO:0043281111EsophagusESCCregulation of cysteine-type endopeptidase activity involved in apoptotic process143/8552209/187232.12e-117.31e-10143
GO:0052547111EsophagusESCCregulation of peptidase activity275/8552461/187237.54e-101.88e-08275
GO:0052548111EsophagusESCCregulation of endopeptidase activity253/8552432/187233.68e-086.78e-07253
GO:2000117110EsophagusESCCnegative regulation of cysteine-type endopeptidase activity63/855286/187231.84e-072.88e-0663
GO:0043154110EsophagusESCCnegative regulation of cysteine-type endopeptidase activity involved in apoptotic process58/855278/187232.38e-073.61e-0658
GO:00319294EsophagusESCCTOR signaling79/8552126/187238.57e-056.21e-0479
GO:0045861111EsophagusESCCnegative regulation of proteolysis195/8552351/187231.13e-047.85e-04195
GO:0051346110EsophagusESCCnegative regulation of hydrolase activity208/8552379/187231.76e-041.14e-03208
GO:00320061EsophagusESCCregulation of TOR signaling63/8552104/187231.55e-037.29e-0363
GO:001046620EsophagusESCCnegative regulation of peptidase activity140/8552262/187236.73e-032.46e-02140
GO:001095119EsophagusESCCnegative regulation of endopeptidase activity135/8552252/187236.86e-032.51e-02135
GO:00319292LiverCirrhoticTOR signaling44/4634126/187236.69e-033.30e-0244
GO:00066444LiverHCCphospholipid metabolic process214/7958383/187237.25e-081.48e-06214
GO:00192162LiverHCCregulation of lipid metabolic process181/7958331/187234.58e-065.79e-05181
GO:00319291LiverHCCTOR signaling78/7958126/187238.49e-069.97e-0578
GO:0032006LiverHCCregulation of TOR signaling63/7958104/187231.50e-041.20e-0363
GO:001087621LiverHCClipid localization228/7958448/187231.80e-041.41e-03228
GO:01200092LiverHCCintermembrane lipid transfer33/795848/187232.12e-041.63e-0333
GO:003367411LiverHCCpositive regulation of kinase activity230/7958467/187231.72e-038.95e-03230
Page: 1 2 3 4 5 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
TNFAIP8SNVMissense_Mutationnovelc.243N>Cp.Glu81Aspp.E81DO95379protein_codingtolerated(0.12)possibly_damaging(0.63)TCGA-VS-A8QM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
TNFAIP8SNVMissense_Mutationnovelc.241G>Cp.Glu81Glnp.E81QO95379protein_codingtolerated(0.89)benign(0.053)TCGA-VS-A9UP-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
TNFAIP8SNVMissense_Mutationnovelc.193N>Ap.Glu65Lysp.E65KO95379protein_codingdeleterious(0.01)probably_damaging(0.963)TCGA-VS-AA62-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
TNFAIP8SNVMissense_Mutationc.569N>Gp.Phe190Cysp.F190CO95379protein_codingtolerated(0.38)possibly_damaging(0.906)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TNFAIP8SNVMissense_Mutationrs142090608c.373N>Ap.Val125Metp.V125MO95379protein_codingtolerated(0.1)probably_damaging(0.964)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TNFAIP8SNVMissense_Mutationnovelc.542N>Ap.Ala181Aspp.A181DO95379protein_codingtolerated(0.35)probably_damaging(0.918)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TNFAIP8SNVMissense_Mutationrs751972765c.151N>Ap.Ala51Thrp.A51TO95379protein_codingdeleterious(0.02)benign(0.055)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TNFAIP8SNVMissense_Mutationc.296N>Tp.Arg99Metp.R99MO95379protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
TNFAIP8SNVMissense_Mutationnovelc.243N>Tp.Glu81Aspp.E81DO95379protein_codingtolerated(0.12)possibly_damaging(0.63)TCGA-QF-A5YS-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
TNFAIP8SNVMissense_Mutationc.556C>Tp.Pro186Serp.P186SO95379protein_codingtolerated(0.24)possibly_damaging(0.852)TCGA-18-3409-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownPD
Page: 1 2 

Top

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
Page: 1