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: TP53INP2

Gene summary for TP53INP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TP53INP2

Gene ID

58476

Gene nametumor protein p53 inducible nuclear protein 2
Gene AliasC20orf110
Cytomap20q11.22
Gene Typeprotein-coding
GO ID

GO:0000045

UniProtAcc

Q8IXH6


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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
58476TP53INP2HTA11_2487_2000001011HumanColorectumSER1.79e-084.89e-01-0.1808
58476TP53INP2HTA11_347_2000001011HumanColorectumAD1.35e-042.80e-01-0.1954
58476TP53INP2HTA11_411_2000001011HumanColorectumSER8.09e-031.02e+00-0.2602
58476TP53INP2HTA11_2112_2000001011HumanColorectumSER5.30e-091.34e+00-0.2196
58476TP53INP2HTA11_696_2000001011HumanColorectumAD2.61e-123.57e-01-0.1464
58476TP53INP2HTA11_866_2000001011HumanColorectumAD1.23e-021.16e-01-0.1001
58476TP53INP2HTA11_5212_2000001011HumanColorectumAD9.68e-054.88e-01-0.2061
58476TP53INP2LZE20THumanEsophagusESCC2.90e-039.52e-020.0662
58476TP53INP2LZE24THumanEsophagusESCC7.54e-277.85e-010.0596
58476TP53INP2P2T-EHumanEsophagusESCC3.86e-041.71e-020.1177
58476TP53INP2P4T-EHumanEsophagusESCC1.31e-051.12e-010.1323
58476TP53INP2P5T-EHumanEsophagusESCC2.23e-03-1.11e-020.1327
58476TP53INP2P8T-EHumanEsophagusESCC6.59e-123.55e-010.0889
58476TP53INP2P9T-EHumanEsophagusESCC7.77e-123.05e-010.1131
58476TP53INP2P10T-EHumanEsophagusESCC6.55e-111.28e-010.116
58476TP53INP2P11T-EHumanEsophagusESCC1.81e-073.37e-010.1426
58476TP53INP2P12T-EHumanEsophagusESCC3.63e-123.27e-010.1122
58476TP53INP2P15T-EHumanEsophagusESCC1.83e-041.12e-010.1149
58476TP53INP2P16T-EHumanEsophagusESCC4.33e-075.15e-020.1153
58476TP53INP2P20T-EHumanEsophagusESCC3.80e-071.71e-010.1124
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
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:0009896ColorectumADpositive regulation of catabolic process180/3918492/187234.33e-161.94e-13180
GO:0031331ColorectumADpositive regulation of cellular catabolic process156/3918427/187234.68e-141.05e-11156
GO:0010506ColorectumADregulation of autophagy111/3918317/187233.57e-092.35e-07111
GO:0016236ColorectumADmacroautophagy103/3918291/187236.76e-094.15e-07103
GO:0060249ColorectumADanatomical structure homeostasis94/3918314/187239.37e-051.42e-0394
GO:0001894ColorectumADtissue homeostasis81/3918268/187231.96e-042.62e-0381
GO:0010508ColorectumADpositive regulation of autophagy43/3918124/187232.64e-043.27e-0343
GO:0001649ColorectumADosteoblast differentiation70/3918229/187233.59e-044.18e-0370
GO:1903828ColorectumADnegative regulation of cellular protein localization39/3918117/187231.18e-031.06e-0239
GO:0007033ColorectumADvacuole organization53/3918180/187234.18e-032.89e-0253
GO:0001503ColorectumADossification106/3918408/187237.68e-034.64e-02106
GO:00098961ColorectumSERpositive regulation of catabolic process132/2897492/187234.16e-116.72e-09132
GO:00313311ColorectumSERpositive regulation of cellular catabolic process114/2897427/187231.22e-091.27e-07114
GO:00162361ColorectumSERmacroautophagy79/2897291/187231.97e-071.10e-0579
GO:00018941ColorectumSERtissue homeostasis66/2897268/187235.87e-051.37e-0366
GO:00602491ColorectumSERanatomical structure homeostasis74/2897314/187231.01e-042.13e-0374
GO:00105061ColorectumSERregulation of autophagy74/2897317/187231.39e-042.77e-0374
GO:00016491ColorectumSERosteoblast differentiation56/2897229/187232.49e-044.21e-0356
GO:19038281ColorectumSERnegative regulation of cellular protein localization30/2897117/187232.96e-032.62e-0230
GO:00015031ColorectumSERossification82/2897408/187236.76e-034.78e-0282
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04140ColorectumADAutophagy - animal49/2092141/84654.58e-032.20e-021.40e-0249
hsa041401ColorectumADAutophagy - animal49/2092141/84654.58e-032.20e-021.40e-0249
hsa041402ColorectumSERAutophagy - animal39/1580141/84655.43e-033.28e-022.38e-0239
hsa041403ColorectumSERAutophagy - animal39/1580141/84655.43e-033.28e-022.38e-0239
hsa0414010EsophagusESCCAutophagy - animal101/4205141/84657.60e-086.21e-073.18e-07101
hsa0414015EsophagusESCCAutophagy - animal101/4205141/84657.60e-086.21e-073.18e-07101
hsa0414021LiverHCCAutophagy - animal99/4020141/84653.08e-084.70e-072.61e-0799
hsa0414031LiverHCCAutophagy - animal99/4020141/84653.08e-084.70e-072.61e-0799
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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
TP53INP2insertionFrame_Shift_Insrs758602096c.42_43insCp.Glu17ArgfsTer15p.E17Rfs*15Q8IXH6protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TP53INP2SNVMissense_Mutationnovelc.80N>Tp.Ser27Leup.S27LQ8IXH6protein_codingdeleterious(0.01)possibly_damaging(0.683)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TP53INP2SNVMissense_Mutationnovelc.589G>Ap.Glu197Lysp.E197KQ8IXH6protein_codingdeleterious(0.01)benign(0.06)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
TP53INP2SNVMissense_Mutationrs777400598c.47N>Gp.Pro16Argp.P16RQ8IXH6protein_codingdeleterious(0.02)possibly_damaging(0.452)TCGA-AZ-6600-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapycpt-11PD
TP53INP2SNVMissense_Mutationc.113T>Cp.Ile38Thrp.I38TQ8IXH6protein_codingdeleterious(0)probably_damaging(0.964)TCGA-AG-3885-01Colorectumrectum adenocarcinomaFemale>=65III/IVAncillaryzoledronicSD
TP53INP2SNVMissense_Mutationc.89N>Tp.Asp30Valp.D30VQ8IXH6protein_codingdeleterious(0)benign(0.131)TCGA-B5-A11J-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TP53INP2SNVMissense_Mutationc.319N>Cp.Ser107Prop.S107PQ8IXH6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-B5-A11X-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapypaclitaxelPD
TP53INP2SNVMissense_Mutationnovelc.340A>Cp.Thr114Prop.T114PQ8IXH6protein_codingdeleterious(0.03)possibly_damaging(0.905)TCGA-62-A46U-01Lunglung adenocarcinomaFemale>=65I/IIChemotherapycarboplatinCR
TP53INP2SNVMissense_Mutationc.295N>Ap.Leu99Ilep.L99IQ8IXH6protein_codingdeleterious(0)probably_damaging(0.997)TCGA-L9-A7SV-01Lunglung adenocarcinomaMale>=65I/IIChemotherapycisplatinCR
TP53INP2SNVMissense_Mutationnovelc.164N>Tp.Ala55Valp.A55VQ8IXH6protein_codingtolerated(0.34)benign(0.134)TCGA-85-7843-01Lunglung squamous cell carcinomaMale<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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