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: TNFAIP1

Gene summary for TNFAIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TNFAIP1

Gene ID

7126

Gene nameTNF alpha induced protein 1
Gene AliasB12
Cytomap17q11.2
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q13829


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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
7126TNFAIP1LZE4THumanEsophagusESCC5.55e-082.76e-010.0811
7126TNFAIP1LZE5THumanEsophagusESCC1.90e-041.24e-010.0514
7126TNFAIP1LZE7THumanEsophagusESCC5.87e-041.10e-010.0667
7126TNFAIP1LZE8THumanEsophagusESCC1.36e-062.18e-020.067
7126TNFAIP1LZE24THumanEsophagusESCC3.72e-187.50e-010.0596
7126TNFAIP1LZE21THumanEsophagusESCC2.24e-023.13e-010.0655
7126TNFAIP1LZE6THumanEsophagusESCC5.57e-031.98e-010.0845
7126TNFAIP1P1T-EHumanEsophagusESCC5.43e-045.00e-010.0875
7126TNFAIP1P2T-EHumanEsophagusESCC6.05e-172.68e-010.1177
7126TNFAIP1P4T-EHumanEsophagusESCC2.97e-204.58e-010.1323
7126TNFAIP1P5T-EHumanEsophagusESCC5.94e-224.86e-010.1327
7126TNFAIP1P8T-EHumanEsophagusESCC3.44e-151.13e-010.0889
7126TNFAIP1P9T-EHumanEsophagusESCC2.27e-073.28e-010.1131
7126TNFAIP1P10T-EHumanEsophagusESCC3.17e-223.39e-010.116
7126TNFAIP1P11T-EHumanEsophagusESCC2.40e-216.70e-010.1426
7126TNFAIP1P12T-EHumanEsophagusESCC3.43e-112.36e-010.1122
7126TNFAIP1P15T-EHumanEsophagusESCC2.99e-144.00e-010.1149
7126TNFAIP1P16T-EHumanEsophagusESCC7.12e-161.19e-010.1153
7126TNFAIP1P17T-EHumanEsophagusESCC2.55e-136.46e-010.1278
7126TNFAIP1P19T-EHumanEsophagusESCC2.31e-041.06e+000.1662
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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
∗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:0010498111EsophagusESCCproteasomal protein catabolic process369/8552490/187231.13e-411.80e-38369
GO:0043161111EsophagusESCCproteasome-mediated ubiquitin-dependent protein catabolic process312/8552412/187233.53e-364.48e-33312
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:00062754EsophagusESCCregulation of DNA replication73/8552107/187231.97e-062.28e-0573
GO:005101727EsophagusESCCactin filament bundle assembly100/8552157/187233.87e-064.17e-05100
GO:006157227EsophagusESCCactin filament bundle organization101/8552161/187239.22e-068.82e-05101
GO:003003820EsophagusESCCcontractile actin filament bundle assembly67/8552106/187232.03e-041.28e-0367
GO:004314920EsophagusESCCstress fiber assembly67/8552106/187232.03e-041.28e-0367
GO:000726610EsophagusESCCRho protein signal transduction81/8552137/187231.03e-035.20e-0381
GO:00465789EsophagusESCCregulation of Ras protein signal transduction106/8552189/187232.49e-031.08e-02106
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:003103219EsophagusESCCactomyosin structure organization108/8552196/187234.86e-031.88e-02108
GO:00457406EsophagusESCCpositive regulation of DNA replication26/855240/187231.08e-023.66e-0226
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
GO:001049822LiverHCCproteasomal protein catabolic process351/7958490/187236.92e-401.46e-36351
GO:004316122LiverHCCproteasome-mediated ubiquitin-dependent protein catabolic process299/7958412/187237.82e-368.27e-33299
GO:000701522LiverHCCactin filament organization252/7958442/187233.83e-101.25e-08252
GO:000726521LiverHCCRas protein signal transduction187/7958337/187238.89e-071.35e-05187
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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
TNFAIP1SNVMissense_Mutationrs782171000c.224N>Ap.Arg75Hisp.R75HQ13829protein_codingdeleterious(0)probably_damaging(0.998)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
TNFAIP1SNVMissense_Mutationnovelc.734G>Ap.Arg245Glnp.R245QQ13829protein_codingdeleterious(0)possibly_damaging(0.889)TCGA-AC-A2FM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TNFAIP1SNVMissense_Mutationnovelc.13N>Cp.Thr5Prop.T5PQ13829protein_codingdeleterious_low_confidence(0.01)benign(0.342)TCGA-C8-A273-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TNFAIP1SNVMissense_Mutationnovelc.657G>Tp.Lys219Asnp.K219NQ13829protein_codingdeleterious(0)probably_damaging(0.986)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TNFAIP1SNVMissense_Mutationrs782444724c.587G>Ap.Arg196Hisp.R196HQ13829protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TNFAIP1SNVMissense_Mutationnovelc.445N>Tp.Leu149Phep.L149FQ13829protein_codingdeleterious(0.02)probably_damaging(0.917)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TNFAIP1SNVMissense_Mutationc.550G>Ap.Glu184Lysp.E184KQ13829protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TNFAIP1SNVMissense_Mutationrs782624780c.469N>Ap.Val157Metp.V157MQ13829protein_codingdeleterious(0.03)possibly_damaging(0.868)TCGA-AD-6888-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
TNFAIP1SNVMissense_Mutationrs782727172c.814N>Tp.Arg272Cysp.R272CQ13829protein_codingdeleterious(0.04)possibly_damaging(0.676)TCGA-DM-A280-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TNFAIP1SNVMissense_Mutationnovelc.94N>Tp.Leu32Phep.L32FQ13829protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=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
7126TNFAIP1NAIL-2ALDESLEUKIN9357823
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