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: CAP1

Gene summary for CAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CAP1

Gene ID

10487

Gene namecyclase associated actin cytoskeleton regulatory protein 1
Gene AliasCAP
Cytomap1p34.2
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

D3DPU2


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
10487CAP1HTA11_2487_2000001011HumanColorectumSER4.97e-139.95e-01-0.1808
10487CAP1HTA11_1938_2000001011HumanColorectumAD1.24e-158.83e-01-0.0811
10487CAP1HTA11_78_2000001011HumanColorectumAD1.54e-251.06e+00-0.1088
10487CAP1HTA11_347_2000001011HumanColorectumAD1.36e-351.07e+00-0.1954
10487CAP1HTA11_411_2000001011HumanColorectumSER2.46e-081.44e+00-0.2602
10487CAP1HTA11_2112_2000001011HumanColorectumSER1.43e-039.67e-01-0.2196
10487CAP1HTA11_83_2000001011HumanColorectumSER6.56e-056.83e-01-0.1526
10487CAP1HTA11_696_2000001011HumanColorectumAD8.52e-115.50e-01-0.1464
10487CAP1HTA11_1391_2000001011HumanColorectumAD1.06e-137.98e-01-0.059
10487CAP1HTA11_2992_2000001011HumanColorectumSER1.70e-049.66e-01-0.1706
10487CAP1HTA11_5212_2000001011HumanColorectumAD7.13e-131.19e+00-0.2061
10487CAP1HTA11_7663_2000001011HumanColorectumSER1.01e-022.97e-010.0131
10487CAP1HTA11_6801_2000001011HumanColorectumSER1.85e-059.29e-010.0171
10487CAP1HTA11_7696_3000711011HumanColorectumAD3.57e-032.90e-010.0674
10487CAP1HTA11_6818_2000001021HumanColorectumAD2.65e-054.98e-010.0588
10487CAP1HTA11_99999970781_79442HumanColorectumMSS4.74e-135.84e-010.294
10487CAP1HTA11_99999965062_69753HumanColorectumMSI-H4.35e-021.01e+000.3487
10487CAP1HTA11_99999965104_69814HumanColorectumMSS1.32e-191.09e+000.281
10487CAP1HTA11_99999971662_82457HumanColorectumMSS6.06e-299.28e-010.3859
10487CAP1A015-C-203HumanColorectumFAP2.10e-03-1.24e-01-0.1294
Page: 1 2 3 4 5 6 7 8 9 

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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:0007163ColorectumADestablishment or maintenance of cell polarity77/3918218/187235.72e-072.08e-0577
GO:0001667ColorectumADameboidal-type cell migration137/3918475/187232.17e-054.33e-04137
GO:0006898ColorectumADreceptor-mediated endocytosis76/3918244/187231.07e-041.59e-0376
GO:00071631ColorectumSERestablishment or maintenance of cell polarity60/2897218/187233.45e-061.33e-0460
GO:00016671ColorectumSERameboidal-type cell migration105/2897475/187236.97e-051.59e-03105
GO:00071632ColorectumMSSestablishment or maintenance of cell polarity72/3467218/187231.90e-078.30e-0672
GO:00068981ColorectumMSSreceptor-mediated endocytosis69/3467244/187231.18e-041.82e-0369
GO:00016672ColorectumMSSameboidal-type cell migration120/3467475/187231.37e-042.05e-03120
GO:00071633ColorectumFAPestablishment or maintenance of cell polarity64/2622218/187232.83e-095.07e-0764
GO:00068982ColorectumFAPreceptor-mediated endocytosis62/2622244/187231.47e-066.39e-0562
GO:00016673ColorectumFAPameboidal-type cell migration100/2622475/187231.42e-053.79e-04100
GO:000716320EsophagusESCCestablishment or maintenance of cell polarity143/8552218/187232.05e-094.65e-08143
GO:000689818EsophagusESCCreceptor-mediated endocytosis142/8552244/187235.22e-054.05e-04142
GO:000166720EsophagusESCCameboidal-type cell migration250/8552475/187231.22e-035.97e-03250
GO:000689811LiverCirrhoticreceptor-mediated endocytosis91/4634244/187238.13e-061.22e-0491
GO:000716312LiverCirrhoticestablishment or maintenance of cell polarity82/4634218/187231.55e-052.11e-0482
GO:000166712LiverCirrhoticameboidal-type cell migration145/4634475/187232.23e-031.36e-02145
GO:000716322LiverHCCestablishment or maintenance of cell polarity133/7958218/187232.48e-085.73e-07133
GO:000689821LiverHCCreceptor-mediated endocytosis134/7958244/187235.73e-055.31e-04134
GO:000166721LiverHCCameboidal-type cell migration226/7958475/187231.35e-024.81e-02226
Page: 1 2 

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
RETNCAP1RETN_CAP1RESISTINBreastDCIS
RETNCAP1RETN_CAP1RESISTINCervixPrecancer
RETNCAP1RETN_CAP1RESISTINEndometriumADJ
RETNCAP1RETN_CAP1RESISTINEndometriumAEH
RETNCAP1RETN_CAP1RESISTINEndometriumHealthy
RETNCAP1RETN_CAP1RESISTINHNSCCOSCC
RETNCAP1RETN_CAP1RESISTINLungAAH
RETNCAP1RETN_CAP1RESISTINLungADJ
RETNCAP1RETN_CAP1RESISTINLungAIS
RETNCAP1RETN_CAP1RESISTINLungHealthy
RETNCAP1RETN_CAP1RESISTINLungIAC
RETNCAP1RETN_CAP1RESISTINLungMIAC
RETNCAP1RETN_CAP1RESISTINLungPrecancer
RETNCAP1RETN_CAP1RESISTINProstateHealthy
RETNCAP1RETN_CAP1RESISTINSkinADJ
RETNCAP1RETN_CAP1RESISTINTHCACancer
RETNCAP1RETN_CAP1RESISTINTHCAPTC
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
CAP1SNVMissense_Mutationc.498N>Gp.Asn166Lysp.N166KQ01518protein_codingdeleterious(0)probably_damaging(0.987)TCGA-D8-A143-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CAP1SNVMissense_Mutationrs575446557c.761N>Ap.Arg254Hisp.R254HQ01518protein_codingtolerated(0.1)benign(0.052)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
CAP1SNVMissense_Mutationc.1198N>Gp.Gln400Glup.Q400EQ01518protein_codingdeleterious(0)probably_damaging(0.997)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CAP1SNVMissense_Mutationnovelc.1358N>Cp.Val453Alap.V453AQ01518protein_codingdeleterious(0)possibly_damaging(0.849)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
CAP1SNVMissense_Mutationc.611G>Ap.Gly204Glup.G204EQ01518protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CAP1insertionIn_Frame_Insnovelc.364_365insTACAAGAAAAGATTCp.Asn122delinsIleGlnGluLysIleHisp.N122delinsIQEKIHQ01518protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CAP1SNVMissense_Mutationnovelc.1299N>Tp.Lys433Asnp.K433NQ01518protein_codingdeleterious(0)probably_damaging(0.982)TCGA-A5-A0R9-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CAP1SNVMissense_Mutationnovelc.1266N>Tp.Lys422Asnp.K422NQ01518protein_codingtolerated(0.06)possibly_damaging(0.664)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CAP1SNVMissense_Mutationnovelc.406N>Ap.Glu136Lysp.E136KQ01518protein_codingdeleterious(0)possibly_damaging(0.612)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CAP1SNVMissense_Mutationrs749520906c.600C>Ap.Phe200Leup.F200LQ01518protein_codingdeleterious(0.03)benign(0.001)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 

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