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: TP53AIP1

Gene summary for TP53AIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TP53AIP1

Gene ID

63970

Gene nametumor protein p53 regulated apoptosis inducing protein 1
Gene AliasP53AIP1
Cytomap11q24.3
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q9HCN2


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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
63970TP53AIP1LZE4THumanEsophagusESCC9.50e-064.41e-010.0811
63970TP53AIP1P2T-EHumanEsophagusESCC1.09e-143.20e-010.1177
63970TP53AIP1P4T-EHumanEsophagusESCC2.56e-361.34e+000.1323
63970TP53AIP1P5T-EHumanEsophagusESCC1.11e-04-9.08e-020.1327
63970TP53AIP1P8T-EHumanEsophagusESCC1.05e-04-1.82e-010.0889
63970TP53AIP1P10T-EHumanEsophagusESCC6.52e-306.24e-010.116
63970TP53AIP1P11T-EHumanEsophagusESCC1.09e-078.97e-010.1426
63970TP53AIP1P12T-EHumanEsophagusESCC6.09e-07-6.56e-020.1122
63970TP53AIP1P15T-EHumanEsophagusESCC6.02e-072.37e-010.1149
63970TP53AIP1P16T-EHumanEsophagusESCC3.63e-02-1.78e-010.1153
63970TP53AIP1P20T-EHumanEsophagusESCC1.89e-421.08e+000.1124
63970TP53AIP1P21T-EHumanEsophagusESCC1.96e-601.65e+000.1617
63970TP53AIP1P22T-EHumanEsophagusESCC6.32e-499.71e-010.1236
63970TP53AIP1P26T-EHumanEsophagusESCC9.75e-124.76e-010.1276
63970TP53AIP1P27T-EHumanEsophagusESCC2.28e-531.16e+000.1055
63970TP53AIP1P30T-EHumanEsophagusESCC2.08e-086.34e-010.137
63970TP53AIP1P31T-EHumanEsophagusESCC4.49e-134.05e-010.1251
63970TP53AIP1P32T-EHumanEsophagusESCC3.91e-022.18e-020.1666
63970TP53AIP1P37T-EHumanEsophagusESCC1.22e-052.31e-010.1371
63970TP53AIP1P39T-EHumanEsophagusESCC2.89e-03-1.84e-010.0894
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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
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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0411524EsophagusESCCp53 signaling pathway65/420574/84653.88e-126.50e-113.33e-1165
hsa0421027EsophagusESCCApoptosis102/4205136/84651.05e-091.21e-086.21e-09102
hsa0411534EsophagusESCCp53 signaling pathway65/420574/84653.88e-126.50e-113.33e-1165
hsa0421037EsophagusESCCApoptosis102/4205136/84651.05e-091.21e-086.21e-09102
hsa0421018Oral cavityOSCCApoptosis101/3704136/84653.34e-137.00e-123.56e-12101
hsa041159Oral cavityOSCCp53 signaling pathway57/370474/84654.99e-095.07e-082.58e-0857
hsa0421019Oral cavityOSCCApoptosis101/3704136/84653.34e-137.00e-123.56e-12101
hsa0411514Oral cavityOSCCp53 signaling pathway57/370474/84654.99e-095.07e-082.58e-0857
hsa0421026Oral cavityLPApoptosis65/2418136/84651.33e-061.48e-059.53e-0665
hsa0411523Oral cavityLPp53 signaling pathway38/241874/84652.82e-051.92e-041.24e-0438
hsa0421036Oral cavityLPApoptosis65/2418136/84651.33e-061.48e-059.53e-0665
hsa0411533Oral cavityLPp53 signaling pathway38/241874/84652.82e-051.92e-041.24e-0438
hsa0421043Oral cavityEOLPApoptosis40/1218136/84654.20e-062.91e-051.72e-0540
hsa0421053Oral cavityEOLPApoptosis40/1218136/84654.20e-062.91e-051.72e-0540
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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
TP53AIP1SNVMissense_Mutationc.73G>Tp.Gly25Cysp.G25CQ9HCN2protein_codingdeleterious_low_confidence(0)probably_damaging(0.93)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TP53AIP1SNVMissense_Mutationnovelc.29G>Tp.Arg10Ilep.R10IQ9HCN2protein_codingdeleterious_low_confidence(0)probably_damaging(0.998)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TP53AIP1SNVMissense_Mutationnovelc.305N>Ap.Arg102Lysp.R102KQ9HCN2protein_codingtolerated_low_confidence(0.49)benign(0)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
TP53AIP1SNVMissense_Mutationrs200680167c.359N>Tp.Pro120Leup.P120LQ9HCN2protein_codingtolerated_low_confidence(1)benign(0)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
TP53AIP1SNVMissense_Mutationnovelc.301N>Tp.Leu101Phep.L101FQ9HCN2protein_codingdeleterious_low_confidence(0)possibly_damaging(0.654)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TP53AIP1SNVMissense_Mutationnovelc.34N>Tp.Ala12Serp.A12SQ9HCN2protein_codingdeleterious_low_confidence(0)benign(0.039)TCGA-86-8358-01Lunglung adenocarcinomaMale<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
63970TP53AIP1NAepirubicinEPIRUBICIN
63970TP53AIP1NAfluorouracilFLUOROURACIL
63970TP53AIP1NAcyclophosphamideCYCLOPHOSPHAMIDE
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