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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: CAAP1

Gene summary for CAAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CAAP1

Gene ID

79886

Gene namecaspase activity and apoptosis inhibitor 1
Gene AliasC9orf82
Cytomap9p21.2
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q9H8G2


Top

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
79886CAAP1HTA11_3410_2000001011HumanColorectumAD8.97e-06-4.10e-010.0155
79886CAAP1HTA11_866_2000001011HumanColorectumAD4.33e-05-2.39e-01-0.1001
79886CAAP1HTA11_7696_3000711011HumanColorectumAD1.11e-07-3.83e-010.0674
79886CAAP1HTA11_99999971662_82457HumanColorectumMSS9.20e-06-3.27e-010.3859
79886CAAP1HTA11_99999973899_84307HumanColorectumMSS1.86e-02-5.48e-010.2585
79886CAAP1HTA11_99999974143_84620HumanColorectumMSS4.99e-22-5.10e-010.3005
79886CAAP1A001-C-207HumanColorectumFAP8.55e-03-3.64e-010.1278
79886CAAP1A015-C-203HumanColorectumFAP1.38e-33-6.04e-01-0.1294
79886CAAP1A015-C-204HumanColorectumFAP7.10e-05-4.09e-01-0.0228
79886CAAP1A014-C-040HumanColorectumFAP3.43e-03-5.07e-01-0.1184
79886CAAP1A002-C-201HumanColorectumFAP5.64e-12-4.44e-010.0324
79886CAAP1A002-C-203HumanColorectumFAP1.93e-09-2.73e-010.2786
79886CAAP1A001-C-119HumanColorectumFAP2.67e-10-5.82e-01-0.1557
79886CAAP1A001-C-108HumanColorectumFAP2.70e-25-5.04e-01-0.0272
79886CAAP1A002-C-205HumanColorectumFAP2.08e-21-5.98e-01-0.1236
79886CAAP1A001-C-104HumanColorectumFAP2.95e-08-2.99e-010.0184
79886CAAP1A015-C-005HumanColorectumFAP1.32e-07-4.74e-01-0.0336
79886CAAP1A015-C-006HumanColorectumFAP4.31e-16-6.24e-01-0.0994
79886CAAP1A015-C-106HumanColorectumFAP3.61e-15-3.19e-01-0.0511
79886CAAP1A002-C-114HumanColorectumFAP5.51e-16-5.25e-01-0.1561
Page: 1 2 3 4 5 6 7 

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
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:2001233ColorectumADregulation of apoptotic signaling pathway119/3918356/187232.14e-081.21e-06119
GO:0043281ColorectumADregulation of cysteine-type endopeptidase activity involved in apoptotic process72/3918209/187233.70e-061.03e-0472
GO:2000116ColorectumADregulation of cysteine-type endopeptidase activity79/3918235/187233.74e-061.03e-0479
GO:0052547ColorectumADregulation of peptidase activity137/3918461/187234.12e-061.12e-04137
GO:2001234ColorectumADnegative regulation of apoptotic signaling pathway74/3918224/187231.49e-053.18e-0474
GO:0045861ColorectumADnegative regulation of proteolysis106/3918351/187232.33e-054.57e-04106
GO:0052548ColorectumADregulation of endopeptidase activity124/3918432/187236.58e-051.07e-03124
GO:0043154ColorectumADnegative regulation of cysteine-type endopeptidase activity involved in apoptotic process30/391878/187232.95e-043.59e-0330
GO:2000117ColorectumADnegative regulation of cysteine-type endopeptidase activity31/391886/187238.67e-048.45e-0331
GO:2001267ColorectumADregulation of cysteine-type endopeptidase activity involved in apoptotic signaling pathway9/391816/187232.06e-031.64e-029
GO:20012332ColorectumMSSregulation of apoptotic signaling pathway116/3467356/187231.02e-101.06e-08116
GO:00525472ColorectumMSSregulation of peptidase activity130/3467461/187231.81e-078.13e-06130
GO:20012342ColorectumMSSnegative regulation of apoptotic signaling pathway72/3467224/187236.17e-072.29e-0572
GO:20001162ColorectumMSSregulation of cysteine-type endopeptidase activity72/3467235/187234.39e-061.24e-0472
GO:00525482ColorectumMSSregulation of endopeptidase activity117/3467432/187236.25e-061.65e-04117
GO:00432812ColorectumMSSregulation of cysteine-type endopeptidase activity involved in apoptotic process65/3467209/187237.29e-061.86e-0465
GO:00458612ColorectumMSSnegative regulation of proteolysis97/3467351/187231.57e-053.54e-0497
GO:00431542ColorectumMSSnegative regulation of cysteine-type endopeptidase activity involved in apoptotic process27/346778/187235.31e-045.99e-0327
GO:20001172ColorectumMSSnegative regulation of cysteine-type endopeptidase activity29/346786/187235.53e-046.14e-0329
GO:00513461ColorectumMSSnegative regulation of hydrolase activity92/3467379/187232.85e-032.22e-0292
Page: 1 2 3 4 5 6 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
CAAP1deletionFrame_Shift_Delnovelc.1023delTp.Glu342ArgfsTer2p.E342Rfs*2Q9H8G2protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
CAAP1SNVMissense_Mutationnovelc.449N>Ap.Cys150Tyrp.C150YQ9H8G2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CAAP1SNVMissense_Mutationc.571A>Tp.Ile191Phep.I191FQ9H8G2protein_codingdeleterious(0.05)benign(0.165)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CAAP1SNVMissense_Mutationc.571N>Tp.Ile191Phep.I191FQ9H8G2protein_codingdeleterious(0.05)benign(0.165)TCGA-F4-6703-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CAAP1deletionFrame_Shift_Delrs755502348c.571delNp.Ile191PhefsTer2p.I191Ffs*2Q9H8G2protein_codingTCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CAAP1SNVMissense_Mutationnovelc.965N>Ap.Ala322Aspp.A322DQ9H8G2protein_codingtolerated(0.06)benign(0.017)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CAAP1SNVMissense_Mutationc.529A>Cp.Lys177Glnp.K177QQ9H8G2protein_codingtolerated(0.12)benign(0.014)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CAAP1SNVMissense_Mutationc.593N>Gp.Asp198Glyp.D198GQ9H8G2protein_codingdeleterious(0.01)benign(0.143)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CAAP1SNVMissense_Mutationnovelc.392N>Cp.Val131Alap.V131AQ9H8G2protein_codingdeleterious(0.03)possibly_damaging(0.875)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
CAAP1SNVMissense_Mutationc.571N>Tp.Ile191Phep.I191FQ9H8G2protein_codingdeleterious(0.05)benign(0.165)TCGA-AX-A0IZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 

Top

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
Page: 1