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: SKAP1

Gene summary for SKAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SKAP1

Gene ID

8631

Gene namesrc kinase associated phosphoprotein 1
Gene AliasHEL-S-81p
Cytomap17q21.32
Gene Typeprotein-coding
GO ID

GO:0001952

UniProtAcc

Q86WV1


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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
8631SKAP1HTA11_1938_2000001011HumanColorectumAD4.82e-052.64e-01-0.0811
8631SKAP1HTA11_78_2000001011HumanColorectumAD3.56e-042.53e-01-0.1088
8631SKAP1HTA11_6818_2000001021HumanColorectumAD7.48e-258.70e-010.0588
8631SKAP1HTA11_99999965062_69753HumanColorectumMSI-H1.80e-151.80e+000.3487
8631SKAP1HTA11_99999965104_69814HumanColorectumMSS2.51e-043.15e-010.281
8631SKAP1HTA11_99999971662_82457HumanColorectumMSS2.17e-052.46e-010.3859
8631SKAP1A001-C-207HumanColorectumFAP1.15e-022.63e-010.1278
8631SKAP1A015-C-204HumanColorectumFAP2.76e-022.66e-01-0.0228
8631SKAP1A001-C-119HumanColorectumFAP4.45e-032.85e-01-0.1557
8631SKAP1A001-C-104HumanColorectumFAP5.11e-054.17e-010.0184
8631SKAP1A015-C-006HumanColorectumFAP2.96e-054.20e-01-0.0994
8631SKAP1CRC-1-8810HumanColorectumCRC9.66e-287.82e-010.6257
8631SKAP1AEH-subject1HumanEndometriumAEH1.38e-124.82e-01-0.3059
8631SKAP1AEH-subject3HumanEndometriumAEH1.83e-084.22e-01-0.2576
8631SKAP1AEH-subject4HumanEndometriumAEH6.80e-073.76e-01-0.2657
8631SKAP1EEC-subject4HumanEndometriumEEC3.90e-267.32e-01-0.2571
8631SKAP1GSM5276935HumanEndometriumEEC7.40e-03-7.38e-02-0.123
8631SKAP1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.18e-02-4.85e-02-0.1869
8631SKAP1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC2.33e-03-4.58e-02-0.1934
8631SKAP1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC7.40e-03-7.51e-02-0.1917
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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:0072659ColorectumADprotein localization to plasma membrane122/3918284/187232.86e-171.49e-14122
GO:1990778ColorectumADprotein localization to cell periphery129/3918333/187235.51e-141.15e-11129
GO:0043254ColorectumADregulation of protein-containing complex assembly148/3918428/187232.64e-113.18e-09148
GO:0031334ColorectumADpositive regulation of protein-containing complex assembly91/3918237/187234.78e-103.99e-0891
GO:0010811ColorectumADpositive regulation of cell-substrate adhesion53/3918123/187232.30e-081.27e-0653
GO:0010810ColorectumADregulation of cell-substrate adhesion81/3918221/187234.80e-082.55e-0681
GO:0031589ColorectumADcell-substrate adhesion116/3918363/187234.68e-071.76e-05116
GO:0001952ColorectumADregulation of cell-matrix adhesion50/3918128/187232.05e-066.05e-0550
GO:0001954ColorectumADpositive regulation of cell-matrix adhesion27/391858/187231.12e-052.55e-0427
GO:0007160ColorectumADcell-matrix adhesion75/3918233/187233.56e-056.45e-0475
GO:0045785ColorectumADpositive regulation of cell adhesion122/3918437/187232.65e-043.28e-03122
GO:00726592ColorectumMSSprotein localization to plasma membrane113/3467284/187233.23e-171.55e-14113
GO:19907782ColorectumMSSprotein localization to cell periphery120/3467333/187232.02e-145.47e-12120
GO:00432542ColorectumMSSregulation of protein-containing complex assembly130/3467428/187231.38e-091.03e-07130
GO:00313342ColorectumMSSpositive regulation of protein-containing complex assembly82/3467237/187232.49e-091.75e-0782
GO:00108102ColorectumMSSregulation of cell-substrate adhesion73/3467221/187231.56e-077.16e-0673
GO:00108112ColorectumMSSpositive regulation of cell-substrate adhesion47/3467123/187232.28e-079.79e-0647
GO:00315892ColorectumMSScell-substrate adhesion104/3467363/187231.35e-064.51e-05104
GO:00019522ColorectumMSSregulation of cell-matrix adhesion45/3467128/187235.75e-061.53e-0445
GO:00019542ColorectumMSSpositive regulation of cell-matrix adhesion23/346758/187231.39e-042.06e-0323
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04015ColorectumADRap1 signaling pathway71/2092210/84651.72e-039.68e-036.18e-0371
hsa040151ColorectumADRap1 signaling pathway71/2092210/84651.72e-039.68e-036.18e-0371
hsa040154ColorectumMSSRap1 signaling pathway66/1875210/84651.03e-035.94e-033.64e-0366
hsa040155ColorectumMSSRap1 signaling pathway66/1875210/84651.03e-035.94e-033.64e-0366
hsa040156ColorectumFAPRap1 signaling pathway53/1404210/84657.93e-045.14e-033.13e-0353
hsa040157ColorectumFAPRap1 signaling pathway53/1404210/84657.93e-045.14e-033.13e-0353
hsa040158ColorectumCRCRap1 signaling pathway48/1091210/84654.00e-058.70e-045.90e-0448
hsa040159ColorectumCRCRap1 signaling pathway48/1091210/84654.00e-058.70e-045.90e-0448
hsa0401514EndometriumAEHRap1 signaling pathway49/1197210/84652.03e-041.78e-031.30e-0349
hsa0401515EndometriumAEHRap1 signaling pathway49/1197210/84652.03e-041.78e-031.30e-0349
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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
SKAP1SNVMissense_Mutationc.934N>Ap.Glu312Lysp.E312KQ86WV1protein_codingdeleterious(0)probably_damaging(0.998)TCGA-C5-A1BJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SKAP1SNVMissense_Mutationc.488N>Ap.Arg163Glnp.R163QQ86WV1protein_codingtolerated(0.4)benign(0.006)TCGA-JW-A852-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SKAP1SNVMissense_Mutationc.8N>Tp.Ala3Valp.A3VQ86WV1protein_codingdeleterious(0.02)possibly_damaging(0.815)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SKAP1SNVMissense_Mutationc.497C>Tp.Pro166Leup.P166LQ86WV1protein_codingtolerated(0.25)benign(0.29)TCGA-AA-3662-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapycapecitabinePR
SKAP1SNVMissense_Mutationrs573034197c.487N>Tp.Arg163Trpp.R163WQ86WV1protein_codingdeleterious(0)probably_damaging(0.917)TCGA-AY-5543-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyoxaliplatinSD
SKAP1SNVMissense_Mutationrs573034197c.487N>Tp.Arg163Trpp.R163WQ86WV1protein_codingdeleterious(0)probably_damaging(0.917)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SKAP1SNVMissense_Mutationrs368601769c.377N>Tp.Ser126Leup.S126LQ86WV1protein_codingtolerated(0.1)probably_damaging(0.964)TCGA-AF-2687-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapyxelodaPD
SKAP1SNVMissense_Mutationnovelc.218N>Tp.Ser73Ilep.S73IQ86WV1protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SKAP1SNVMissense_Mutationnovelc.1058N>Ap.Ala353Aspp.A353DQ86WV1protein_codingdeleterious(0.03)probably_damaging(0.96)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SKAP1SNVMissense_Mutationc.215A>Cp.His72Prop.H72PQ86WV1protein_codingtolerated(0.25)benign(0)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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