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: TNIP1

Gene summary for TNIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TNIP1

Gene ID

10318

Gene nameTNFAIP3 interacting protein 1
Gene AliasABIN-1
Cytomap5q33.1
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

A0A0A0MRZ4


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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
10318TNIP1AEH-subject1HumanEndometriumAEH2.79e-124.60e-01-0.3059
10318TNIP1AEH-subject2HumanEndometriumAEH3.07e-021.88e-01-0.2525
10318TNIP1AEH-subject3HumanEndometriumAEH1.77e-073.50e-01-0.2576
10318TNIP1AEH-subject4HumanEndometriumAEH1.96e-033.08e-01-0.2657
10318TNIP1EEC-subject1HumanEndometriumEEC2.04e-042.36e-01-0.2682
10318TNIP1EEC-subject2HumanEndometriumEEC4.91e-052.86e-01-0.2607
10318TNIP1EEC-subject3HumanEndometriumEEC9.34e-102.35e-01-0.2525
10318TNIP1EEC-subject4HumanEndometriumEEC5.89e-051.88e-01-0.2571
10318TNIP1GSM5276934HumanEndometriumEEC3.88e-175.25e-01-0.0913
10318TNIP1GSM5276937HumanEndometriumEEC2.49e-104.23e-01-0.0897
10318TNIP1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.98e-088.45e-02-0.1869
10318TNIP1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.86e-067.24e-02-0.1875
10318TNIP1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC3.20e-091.41e-01-0.1883
10318TNIP1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.56e-12-4.24e-03-0.1934
10318TNIP1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.66e-14-3.95e-02-0.1917
10318TNIP1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.41e-10-1.04e-01-0.1916
10318TNIP1LZE4THumanEsophagusESCC1.92e-184.01e-010.0811
10318TNIP1LZE5THumanEsophagusESCC7.45e-093.11e-010.0514
10318TNIP1LZE7THumanEsophagusESCC1.37e-124.49e-010.0667
10318TNIP1LZE8THumanEsophagusESCC1.03e-124.73e-010.067
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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
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:00091001Oral cavityOSCCglycoprotein metabolic process185/7305387/187232.37e-041.54e-03185
GO:000715916Oral cavityOSCCleukocyte cell-cell adhesion178/7305371/187232.44e-041.57e-03178
GO:007121910Oral cavityOSCCcellular response to molecule of bacterial origin112/7305221/187232.64e-041.69e-03112
GO:00091011Oral cavityOSCCglycoprotein biosynthetic process151/7305317/187231.01e-035.26e-03151
GO:00022243Oral cavityOSCCtoll-like receptor signaling pathway63/7305121/187232.36e-031.04e-0263
GO:00703735Oral cavityOSCCnegative regulation of ERK1 and ERK2 cascade43/730578/187232.80e-031.22e-0243
GO:00027646Oral cavityOSCCimmune response-regulating signaling pathway212/7305468/187232.93e-031.27e-02212
GO:00706462Oral cavityOSCCprotein modification by small protein removal77/7305157/187236.55e-032.43e-0277
GO:00440031Oral cavityOSCCmodulation by symbiont of host process13/730519/187239.07e-033.26e-0213
GO:00703716Oral cavityOSCCERK1 and ERK2 cascade150/7305330/187239.47e-033.38e-02150
GO:00900858Oral cavityOSCCregulation of protein deubiquitination9/730512/187231.27e-024.24e-029
GO:00313495Oral cavityOSCCpositive regulation of defense response127/7305278/187231.32e-024.39e-02127
GO:00703724Oral cavityOSCCregulation of ERK1 and ERK2 cascade140/7305309/187231.34e-024.46e-02140
GO:190332026Oral cavityEOLPregulation of protein modification by small protein conjugation or removal73/2218242/187231.41e-146.47e-1273
GO:000276413Oral cavityEOLPimmune response-regulating signaling pathway108/2218468/187234.04e-127.34e-10108
GO:004586226Oral cavityEOLPpositive regulation of proteolysis91/2218372/187237.08e-121.15e-0991
GO:001603226Oral cavityEOLPviral process94/2218415/187232.93e-102.58e-0894
GO:000715917Oral cavityEOLPleukocyte cell-cell adhesion86/2218371/187235.01e-104.11e-0886
GO:001905826Oral cavityEOLPviral life cycle72/2218317/187233.11e-081.24e-0672
GO:001907925Oral cavityEOLPviral genome replication38/2218131/187239.10e-083.15e-0638
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513126EndometriumAEHShigellosis78/1197247/84659.23e-132.00e-111.46e-1178
hsa05131111EndometriumAEHShigellosis78/1197247/84659.23e-132.00e-111.46e-1178
hsa0513127EndometriumEECShigellosis79/1237247/84651.80e-123.95e-112.95e-1179
hsa0513136EndometriumEECShigellosis79/1237247/84651.80e-123.95e-112.95e-1179
hsa0513139EsophagusHGINShigellosis71/1383247/84654.89e-077.98e-066.34e-0671
hsa05131114EsophagusHGINShigellosis71/1383247/84654.89e-077.98e-066.34e-0671
hsa05131211EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa05131310EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa0513122LiverCirrhoticShigellosis105/2530247/84651.31e-051.21e-047.48e-05105
hsa0513132LiverCirrhoticShigellosis105/2530247/84651.31e-051.21e-047.48e-05105
hsa0513142LiverHCCShigellosis150/4020247/84651.53e-051.04e-045.81e-05150
hsa0513152LiverHCCShigellosis150/4020247/84651.53e-051.04e-045.81e-05150
hsa0513130Oral cavityOSCCShigellosis150/3704247/84653.96e-083.12e-071.59e-07150
hsa05131113Oral cavityOSCCShigellosis150/3704247/84653.96e-083.12e-071.59e-07150
hsa0513146Oral cavityEOLPShigellosis61/1218247/84659.48e-065.47e-053.23e-0561
hsa0513156Oral cavityEOLPShigellosis61/1218247/84659.48e-065.47e-053.23e-0561
hsa0513163Oral cavityNEOLPShigellosis62/1112247/84651.93e-072.79e-061.75e-0662
hsa0513173Oral cavityNEOLPShigellosis62/1112247/84651.93e-072.79e-061.75e-0662
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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
TNIP1SNVMissense_Mutationnovelc.1882N>Gp.Pro628Alap.P628AQ15025protein_codingtolerated_low_confidence(0.79)benign(0)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
TNIP1SNVMissense_Mutationnovelc.139G>Cp.Glu47Glnp.E47QQ15025protein_codingdeleterious(0.04)probably_damaging(0.982)TCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
TNIP1SNVMissense_Mutationc.350N>Ap.Pro117Glnp.P117QQ15025protein_codingdeleterious(0.03)possibly_damaging(0.576)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TNIP1SNVMissense_Mutationrs750825606c.915N>Ap.Met305Ilep.M305IQ15025protein_codingtolerated(1)benign(0)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TNIP1SNVMissense_Mutationc.391N>Ap.Glu131Lysp.E131KQ15025protein_codingdeleterious(0)benign(0.22)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
TNIP1SNVMissense_Mutationrs751538216c.898N>Ap.Glu300Lysp.E300KQ15025protein_codingdeleterious(0.02)possibly_damaging(0.662)TCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TNIP1insertionNonsense_Mutationnovelc.137-1_137insCATGCCTTCAGTGTTGAGAGGCTCACCACTGCCTCAp.Gly46delinsAlaCysLeuGlnCysTerGluAlaHisHisCysLeuArgp.G46delinsACLQC*EAHHCLRQ15025protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
TNIP1insertionFrame_Shift_Insnovelc.140_141insAGCTGGGCTTGCCTGTTp.Leu48AlafsTer25p.L48Afs*25Q15025protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
TNIP1insertionIn_Frame_Insnovelc.138_139insAAGCTGAGGCCCAGGGAAp.Gly46_Glu47insLysLeuArgProArgGlup.G46_E47insKLRPREQ15025protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
TNIP1deletionFrame_Shift_Delnovelc.850delNp.Ser284ValfsTer2p.S284Vfs*2Q15025protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
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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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