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: TNFAIP2

Gene summary for TNFAIP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TNFAIP2

Gene ID

7127

Gene nameTNF alpha induced protein 2
Gene AliasB94
Cytomap14q32.32
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

Q03169


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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
7127TNFAIP2AEH-subject1HumanEndometriumAEH4.35e-236.15e-01-0.3059
7127TNFAIP2AEH-subject2HumanEndometriumAEH3.61e-227.30e-01-0.2525
7127TNFAIP2EEC-subject2HumanEndometriumEEC1.81e-278.22e-01-0.2607
7127TNFAIP2EEC-subject3HumanEndometriumEEC4.76e-154.56e-01-0.2525
7127TNFAIP2GSM5276934HumanEndometriumEEC1.00e-053.48e-01-0.0913
7127TNFAIP2GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC4.13e-142.83e-01-0.1869
7127TNFAIP2GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.21e-133.08e-01-0.1875
7127TNFAIP2GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.45e-163.60e-01-0.1883
7127TNFAIP2GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.62e-081.53e-01-0.1934
7127TNFAIP2GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.17e-151.59e-01-0.1917
7127TNFAIP2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.70e-192.02e-01-0.1916
7127TNFAIP2GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC2.74e-236.92e-01-0.1269
7127TNFAIP2LZE4THumanEsophagusESCC3.42e-027.20e-020.0811
7127TNFAIP2LZE5THumanEsophagusESCC4.66e-111.65e+000.0514
7127TNFAIP2LZE7THumanEsophagusESCC6.21e-107.59e-010.0667
7127TNFAIP2LZE8THumanEsophagusESCC1.29e-169.17e-010.067
7127TNFAIP2LZE20THumanEsophagusESCC1.68e-111.08e+000.0662
7127TNFAIP2LZE21D1HumanEsophagusHGIN6.13e-056.33e-010.0632
7127TNFAIP2LZE22THumanEsophagusESCC5.11e-065.53e-010.068
7127TNFAIP2LZE21THumanEsophagusESCC2.51e-121.13e+000.0655
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
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:00315035EsophagusHGINprotein-containing complex localization50/2587220/187232.18e-043.98e-0350
GO:003150314EsophagusESCCprotein-containing complex localization139/8552220/187231.14e-071.85e-06139
GO:0031503LiverCirrhoticprotein-containing complex localization75/4634220/187231.13e-037.73e-0375
GO:00315031LiverHCCprotein-containing complex localization129/7958220/187239.38e-071.42e-05129
GO:0034629LiverHCCcellular protein-containing complex localization17/795822/187239.84e-045.70e-0317
GO:00315034Oral cavityOSCCprotein-containing complex localization123/7305220/187232.54e-074.00e-06123
GO:003150313Oral cavityLPprotein-containing complex localization82/4623220/187232.08e-053.44e-0482
GO:003150331Oral cavityNEOLPprotein-containing complex localization37/2005220/187233.69e-032.15e-0237
GO:00315033ProstateBPHprotein-containing complex localization59/3107220/187238.01e-057.66e-0459
GO:003150312ProstateTumorprotein-containing complex localization59/3246220/187232.71e-042.24e-0359
GO:00315037ThyroidPTCprotein-containing complex localization107/5968220/187231.47e-072.82e-06107
GO:003150316ThyroidATCprotein-containing complex localization108/6293220/187231.33e-061.69e-05108
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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
TNFAIP2SNVMissense_Mutationc.1885C>Tp.Arg629Cysp.R629CQ03169protein_codingdeleterious(0)benign(0.027)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
TNFAIP2SNVMissense_Mutationc.1247N>Ap.Thr416Lysp.T416KQ03169protein_codingtolerated(0.52)benign(0)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
TNFAIP2SNVMissense_Mutationrs745552776c.1699N>Tp.His567Tyrp.H567YQ03169protein_codingtolerated(0.1)benign(0.15)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
TNFAIP2SNVMissense_Mutationnovelc.1915G>Ap.Gly639Argp.G639RQ03169protein_codingtolerated(0.15)possibly_damaging(0.806)TCGA-AY-4070-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fuPD
TNFAIP2SNVMissense_Mutationrs533232691c.1457C>Tp.Ala486Valp.A486VQ03169protein_codingtolerated(0.2)benign(0.027)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TNFAIP2SNVMissense_Mutationc.1003N>Tp.Ala335Serp.A335SQ03169protein_codingtolerated(0.2)benign(0.401)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TNFAIP2SNVMissense_Mutationc.136G>Ap.Val46Ilep.V46IQ03169protein_codingtolerated(0.2)benign(0.007)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TNFAIP2SNVMissense_Mutationc.97N>Gp.Lys33Glup.K33EQ03169protein_codingtolerated(0.5)benign(0.292)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TNFAIP2SNVMissense_Mutationc.218A>Tp.Asp73Valp.D73VQ03169protein_codingtolerated(0.06)benign(0.082)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
TNFAIP2SNVMissense_Mutationc.119N>Cp.Leu40Prop.L40PQ03169protein_codingdeleterious(0)probably_damaging(0.916)TCGA-G4-6586-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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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