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: SRGAP1

Gene summary for SRGAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRGAP1

Gene ID

57522

Gene nameSLIT-ROBO Rho GTPase activating protein 1
Gene AliasARHGAP13
Cytomap12q14.2
Gene Typeprotein-coding
GO ID

GO:0006928

UniProtAcc

Q7Z6B7


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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
57522SRGAP1HSIL_HPV_2HumanCervixHSIL_HPV6.26e-032.01e-010.0208
57522SRGAP1CCI_1HumanCervixCC6.20e-099.62e-010.528
57522SRGAP1H2HumanCervixHSIL_HPV8.87e-042.21e-010.0632
57522SRGAP1HTA11_3410_2000001011HumanColorectumAD1.10e-14-5.35e-010.0155
57522SRGAP1HTA11_347_2000001011HumanColorectumAD1.82e-034.01e-01-0.1954
57522SRGAP1HTA11_866_3004761011HumanColorectumAD8.55e-08-5.46e-010.096
57522SRGAP1HTA11_10711_2000001011HumanColorectumAD2.37e-02-4.96e-010.0338
57522SRGAP1HTA11_7696_3000711011HumanColorectumAD9.10e-12-4.79e-010.0674
57522SRGAP1HTA11_6818_2000001021HumanColorectumAD1.72e-03-5.17e-010.0588
57522SRGAP1HTA11_99999970781_79442HumanColorectumMSS1.09e-17-5.70e-010.294
57522SRGAP1HTA11_99999973899_84307HumanColorectumMSS1.00e-06-7.24e-010.2585
57522SRGAP1HTA11_99999974143_84620HumanColorectumMSS1.22e-16-6.17e-010.3005
57522SRGAP1F007HumanColorectumFAP4.48e-03-3.66e-010.1176
57522SRGAP1A001-C-207HumanColorectumFAP3.13e-06-4.40e-010.1278
57522SRGAP1A015-C-203HumanColorectumFAP4.14e-27-5.28e-01-0.1294
57522SRGAP1A015-C-204HumanColorectumFAP2.63e-05-3.26e-01-0.0228
57522SRGAP1A014-C-040HumanColorectumFAP1.16e-05-6.23e-01-0.1184
57522SRGAP1A002-C-201HumanColorectumFAP4.35e-14-4.82e-010.0324
57522SRGAP1A002-C-203HumanColorectumFAP3.02e-02-1.96e-010.2786
57522SRGAP1A001-C-119HumanColorectumFAP2.53e-06-4.81e-01-0.1557
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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
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
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
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
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.

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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:00512713CervixCCnegative regulation of cellular component movement73/2311367/187232.22e-053.95e-0473
GO:00400133CervixCCnegative regulation of locomotion76/2311391/187233.47e-055.60e-0476
GO:20001463CervixCCnegative regulation of cell motility71/2311359/187233.47e-055.60e-0471
GO:00303363CervixCCnegative regulation of cell migration68/2311344/187235.11e-057.70e-0468
GO:00303364EndometriumAEHnegative regulation of cell migration65/2100344/187231.65e-053.42e-0465
GO:20001464EndometriumAEHnegative regulation of cell motility67/2100359/187231.86e-053.77e-0467
GO:00512714EndometriumAEHnegative regulation of cellular component movement68/2100367/187232.06e-054.11e-0468
GO:00400134EndometriumAEHnegative regulation of locomotion70/2100391/187234.95e-058.05e-0470
GO:200014613EndometriumEECnegative regulation of cell motility71/2168359/187233.98e-061.04e-0471
GO:005127113EndometriumEECnegative regulation of cellular component movement72/2168367/187234.59e-061.15e-0472
GO:003033612EndometriumEECnegative regulation of cell migration67/2168344/187231.24e-052.54e-0467
GO:004001312EndometriumEECnegative regulation of locomotion74/2168391/187231.28e-052.59e-0474
GO:00303366Oral cavityEOLPnegative regulation of cell migration64/2218344/187231.57e-041.67e-0364
GO:00512716Oral cavityEOLPnegative regulation of cellular component movement67/2218367/187231.97e-042.00e-0367
GO:20001466Oral cavityEOLPnegative regulation of cell motility65/2218359/187233.09e-042.89e-0365
GO:00400136Oral cavityEOLPnegative regulation of locomotion67/2218391/187231.17e-038.47e-0367
GO:005127115Oral cavityNEOLPnegative regulation of cellular component movement70/2005367/187231.10e-062.90e-0570
GO:200014615Oral cavityNEOLPnegative regulation of cell motility68/2005359/187232.01e-064.77e-0568
GO:003033614Oral cavityNEOLPnegative regulation of cell migration65/2005344/187233.65e-067.97e-0565
GO:004001314Oral cavityNEOLPnegative regulation of locomotion69/2005391/187232.05e-053.41e-0469
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa043609CervixCCAxon guidance47/1267182/84658.13e-055.38e-043.18e-0447
hsa0436012CervixCCAxon guidance47/1267182/84658.13e-055.38e-043.18e-0447
hsa04360ColorectumADAxon guidance61/2092182/84654.36e-032.17e-021.38e-0261
hsa043601ColorectumADAxon guidance61/2092182/84654.36e-032.17e-021.38e-0261
hsa043602ColorectumMSSAxon guidance54/1875182/84651.03e-023.69e-022.26e-0254
hsa043603ColorectumMSSAxon guidance54/1875182/84651.03e-023.69e-022.26e-0254
hsa043604ColorectumFAPAxon guidance47/1404182/84659.09e-045.20e-033.16e-0347
hsa043605ColorectumFAPAxon guidance47/1404182/84659.09e-045.20e-033.16e-0347
hsa043606ColorectumCRCAxon guidance43/1091182/84654.38e-058.70e-045.90e-0443
hsa043607ColorectumCRCAxon guidance43/1091182/84654.38e-058.70e-045.90e-0443
hsa0436010EndometriumAEHAxon guidance39/1197182/84654.47e-032.46e-021.80e-0239
hsa0436013EndometriumAEHAxon guidance39/1197182/84654.47e-032.46e-021.80e-0239
hsa0436022EndometriumEECAxon guidance39/1237182/84657.78e-033.66e-022.73e-0239
hsa0436032EndometriumEECAxon guidance39/1237182/84657.78e-033.66e-022.73e-0239
hsa0436016EsophagusESCCAxon guidance108/4205182/84655.13e-031.30e-026.67e-03108
hsa0436017EsophagusESCCAxon guidance108/4205182/84655.13e-031.30e-026.67e-03108
hsa0436014Oral cavityOSCCAxon guidance97/3704182/84655.59e-031.33e-026.76e-0397
hsa0436015Oral cavityOSCCAxon guidance97/3704182/84655.59e-031.33e-026.76e-0397
hsa0436023Oral cavityEOLPAxon guidance38/1218182/84651.02e-022.80e-021.65e-0238
hsa0436033Oral cavityEOLPAxon guidance38/1218182/84651.02e-022.80e-021.65e-0238
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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
SRGAP1SNVMissense_Mutationrs371057876c.1583G>Ap.Arg528Glnp.R528QQ7Z6B7protein_codingdeleterious(0.01)probably_damaging(0.955)TCGA-A7-A26F-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
SRGAP1SNVMissense_Mutationrs144647166c.2516G>Ap.Arg839Hisp.R839HQ7Z6B7protein_codingtolerated(0.45)benign(0.003)TCGA-A7-A4SB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelCR
SRGAP1SNVMissense_Mutationc.1570N>Ap.Glu524Lysp.E524KQ7Z6B7protein_codingtolerated(0.08)possibly_damaging(0.908)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SRGAP1SNVMissense_Mutationrs758022220c.2270G>Ap.Arg757Glnp.R757QQ7Z6B7protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-A8-A076-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
SRGAP1SNVMissense_Mutationc.88N>Ap.Glu30Lysp.E30KQ7Z6B7protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SRGAP1SNVMissense_Mutationc.202N>Cp.Glu68Glnp.E68QQ7Z6B7protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SRGAP1SNVMissense_Mutationnovelc.954N>Ap.Phe318Leup.F318LQ7Z6B7protein_codingtolerated(1)benign(0.02)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRGAP1SNVMissense_Mutationrs373227457c.2731C>Tp.Arg911Cysp.R911CQ7Z6B7protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.794)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRGAP1SNVMissense_Mutationc.1831N>Cp.Glu611Glnp.E611QQ7Z6B7protein_codingdeleterious(0.02)probably_damaging(0.93)TCGA-B6-A0IJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SRGAP1SNVMissense_Mutationc.3061G>Cp.Glu1021Glnp.E1021QQ7Z6B7protein_codingtolerated_low_confidence(0.1)benign(0.01)TCGA-B6-A0WX-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
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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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