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: ACAP2

Gene summary for ACAP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACAP2

Gene ID

23527

Gene nameArfGAP with coiled-coil, ankyrin repeat and PH domains 2
Gene AliasCENTB2
Cytomap3q29
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q15057


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
23527ACAP2N_HPV_2HumanCervixN_HPV1.53e-032.19e-01-0.0131
23527ACAP2CCI_1HumanCervixCC1.17e-031.24e+000.528
23527ACAP2CCI_2HumanCervixCC4.86e-171.97e+000.5249
23527ACAP2CCI_3HumanCervixCC7.34e-111.30e+000.516
23527ACAP2sample3HumanCervixCC2.50e-051.78e-010.1387
23527ACAP2HTA11_3410_2000001011HumanColorectumAD8.37e-09-4.19e-010.0155
23527ACAP2HTA11_866_3004761011HumanColorectumAD1.13e-04-4.57e-010.096
23527ACAP2HTA11_7696_3000711011HumanColorectumAD5.10e-10-4.18e-010.0674
23527ACAP2HTA11_99999970781_79442HumanColorectumMSS2.45e-14-3.25e-010.294
23527ACAP2HTA11_99999973899_84307HumanColorectumMSS2.26e-02-4.36e-010.2585
23527ACAP2HTA11_99999974143_84620HumanColorectumMSS1.48e-05-3.83e-010.3005
23527ACAP2A002-C-010HumanColorectumFAP5.66e-03-1.65e-010.242
23527ACAP2A001-C-207HumanColorectumFAP1.32e-06-3.47e-010.1278
23527ACAP2A015-C-203HumanColorectumFAP7.07e-34-5.34e-01-0.1294
23527ACAP2A015-C-204HumanColorectumFAP4.01e-07-3.98e-01-0.0228
23527ACAP2A014-C-040HumanColorectumFAP6.70e-06-4.17e-01-0.1184
23527ACAP2A002-C-201HumanColorectumFAP5.34e-17-4.61e-010.0324
23527ACAP2A002-C-203HumanColorectumFAP6.51e-07-1.74e-010.2786
23527ACAP2A001-C-119HumanColorectumFAP5.13e-06-3.99e-01-0.1557
23527ACAP2A001-C-108HumanColorectumFAP1.60e-23-3.96e-01-0.0272
Page: 1 2 3 4 5 6 7 8 9 10 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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.

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:00161976LungIACendosomal transport43/2061230/187233.53e-045.50e-0343
GO:00988766LungIACvesicle-mediated transport to the plasma membrane26/2061136/187233.50e-032.96e-0226
GO:009887612LungAISvesicle-mediated transport to the plasma membrane26/1849136/187237.48e-041.07e-0226
GO:001619712LungAISendosomal transport38/1849230/187231.08e-031.41e-0238
GO:19900907LungAIScellular response to nerve growth factor stimulus12/184953/187234.77e-034.15e-0212
GO:00161979Oral cavityOSCCendosomal transport141/7305230/187235.40e-122.06e-10141
GO:00988769Oral cavityOSCCvesicle-mediated transport to the plasma membrane79/7305136/187234.93e-065.58e-0579
GO:199009014Oral cavityOSCCcellular response to nerve growth factor stimulus35/730553/187236.14e-055.02e-0435
GO:19900899Oral cavityOSCCresponse to nerve growth factor36/730556/187231.12e-048.24e-0436
GO:001619722Oral cavityEOLPendosomal transport45/2218230/187234.63e-044.07e-0345
GO:199009015Oral cavityEOLPcellular response to nerve growth factor stimulus15/221853/187239.35e-047.11e-0315
GO:199008915Oral cavityEOLPresponse to nerve growth factor15/221856/187231.73e-031.14e-0215
GO:009887622Oral cavityEOLPvesicle-mediated transport to the plasma membrane27/2218136/187234.73e-032.54e-0227
GO:001619731Oral cavityNEOLPendosomal transport41/2005230/187237.41e-046.05e-0341
GO:199009022Oral cavityNEOLPcellular response to nerve growth factor stimulus14/200553/187231.06e-038.06e-0314
GO:199008923Oral cavityNEOLPresponse to nerve growth factor14/200556/187231.89e-031.28e-0214
GO:009887631Oral cavityNEOLPvesicle-mediated transport to the plasma membrane26/2005136/187232.40e-031.53e-0226
GO:001619716SkinAKendosomal transport41/1910230/187232.76e-042.93e-0341
GO:199009018SkinAKcellular response to nerve growth factor stimulus12/191053/187236.18e-033.33e-0212
GO:199008917SkinAKresponse to nerve growth factor12/191056/187239.73e-034.72e-0212
Page: 1 2 3 4 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414418CervixCCEndocytosis64/1267251/84656.97e-066.10e-053.61e-0564
hsa0414419CervixCCEndocytosis64/1267251/84656.97e-066.10e-053.61e-0564
hsa041446ColorectumFAPEndocytosis78/1404251/84656.20e-092.96e-071.80e-0778
hsa041447ColorectumFAPEndocytosis78/1404251/84656.20e-092.96e-071.80e-0778
hsa041448ColorectumCRCEndocytosis65/1091251/84651.27e-081.06e-067.19e-0765
hsa041449ColorectumCRCEndocytosis65/1091251/84651.27e-081.06e-067.19e-0765
hsa0414429EsophagusHGINEndocytosis76/1383251/84651.74e-083.34e-072.65e-0776
hsa04144113EsophagusHGINEndocytosis76/1383251/84651.74e-083.34e-072.65e-0776
hsa0414422LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414432LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414414LungIACEndocytosis51/1053251/84652.25e-042.54e-031.68e-0351
hsa0414415LungIACEndocytosis51/1053251/84652.25e-042.54e-031.68e-0351
hsa0414423LungAISEndocytosis52/961251/84659.74e-063.04e-041.95e-0452
hsa0414433LungAISEndocytosis52/961251/84659.74e-063.04e-041.95e-0452
hsa0414427Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa04144112Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa0414442Oral cavityEOLPEndocytosis71/1218251/84655.28e-098.97e-085.29e-0871
hsa0414452Oral cavityEOLPEndocytosis71/1218251/84655.28e-098.97e-085.29e-0871
hsa0414461Oral cavityNEOLPEndocytosis62/1112251/84653.56e-074.92e-063.09e-0662
hsa0414471Oral cavityNEOLPEndocytosis62/1112251/84653.56e-074.92e-063.09e-0662
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
ACAP2SNVMissense_Mutationnovelc.1611N>Cp.Lys537Asnp.K537NQ15057protein_codingtolerated(0.29)benign(0.031)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
ACAP2insertionFrame_Shift_Insnovelc.1145_1146insTATATGTGTATp.Gly383IlefsTer4p.G383Ifs*4Q15057protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
ACAP2insertionFrame_Shift_Insnovelc.1144_1145insTTATTAAACAGAAGATCTGTGCp.Thr382IlefsTer16p.T382Ifs*16Q15057protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
ACAP2SNVMissense_Mutationc.1358N>Gp.Ser453Cysp.S453CQ15057protein_codingdeleterious(0)probably_damaging(1)TCGA-C5-A1M6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ACAP2SNVMissense_Mutationc.1172N>Tp.Ser391Phep.S391FQ15057protein_codingdeleterious(0.02)benign(0.187)TCGA-EK-A2RC-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ACAP2SNVMissense_Mutationnovelc.360N>Gp.Phe120Leup.F120LQ15057protein_codingtolerated(0.19)benign(0.354)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACAP2SNVMissense_Mutationrs147239672c.2309N>Ap.Arg770Hisp.R770HQ15057protein_codingdeleterious(0)possibly_damaging(0.77)TCGA-VS-A9V4-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ACAP2SNVMissense_Mutationc.1295N>Tp.Thr432Ilep.T432IQ15057protein_codingtolerated(0.12)possibly_damaging(0.733)TCGA-A6-6138-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ACAP2SNVMissense_Mutationc.382N>Ap.Glu128Lysp.E128KQ15057protein_codingtolerated(0.14)benign(0.107)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ACAP2SNVMissense_Mutationrs779591643c.1046N>Ap.Arg349Hisp.R349HQ15057protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 

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