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: SRGAP3

Gene summary for SRGAP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRGAP3

Gene ID

9901

Gene nameSLIT-ROBO Rho GTPase activating protein 3
Gene AliasARHGAP14
Cytomap3p25.3
Gene Typeprotein-coding
GO ID

GO:0006928

UniProtAcc

O43295


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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
9901SRGAP3P22T-EHumanEsophagusESCC1.16e-091.44e-010.1236
9901SRGAP3P23T-EHumanEsophagusESCC9.51e-185.64e-010.108
9901SRGAP3P26T-EHumanEsophagusESCC1.67e-285.20e-010.1276
9901SRGAP3P27T-EHumanEsophagusESCC4.10e-355.42e-010.1055
9901SRGAP3P28T-EHumanEsophagusESCC4.00e-132.81e-010.1149
9901SRGAP3P30T-EHumanEsophagusESCC7.45e-278.24e-010.137
9901SRGAP3P31T-EHumanEsophagusESCC4.33e-051.72e-010.1251
9901SRGAP3P32T-EHumanEsophagusESCC4.89e-037.80e-020.1666
9901SRGAP3P36T-EHumanEsophagusESCC3.41e-062.54e-010.1187
9901SRGAP3P37T-EHumanEsophagusESCC2.09e-071.15e-010.1371
9901SRGAP3P39T-EHumanEsophagusESCC3.46e-061.12e-010.0894
9901SRGAP3P40T-EHumanEsophagusESCC1.54e-042.41e-010.109
9901SRGAP3P42T-EHumanEsophagusESCC1.31e-102.21e-010.1175
9901SRGAP3P44T-EHumanEsophagusESCC5.31e-122.27e-010.1096
9901SRGAP3P47T-EHumanEsophagusESCC1.07e-044.63e-020.1067
9901SRGAP3P48T-EHumanEsophagusESCC1.65e-132.71e-010.0959
9901SRGAP3P52T-EHumanEsophagusESCC1.60e-092.20e-010.1555
9901SRGAP3P54T-EHumanEsophagusESCC2.47e-101.88e-010.0975
9901SRGAP3P56T-EHumanEsophagusESCC1.14e-054.25e-010.1613
9901SRGAP3P57T-EHumanEsophagusESCC1.83e-101.96e-010.0926
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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
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
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:00510566CervixCCregulation of small GTPase mediated signal transduction75/2311302/187231.54e-091.74e-0775
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:00510567EndometriumAEHregulation of small GTPase mediated signal transduction59/2100302/187231.43e-053.03e-0459
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:005105612EndometriumEECregulation of small GTPase mediated signal transduction61/2168302/187239.42e-062.08e-0461
GO:003033612EndometriumEECnegative regulation of cell migration67/2168344/187231.24e-052.54e-0467
GO:004001312EndometriumEECnegative regulation of locomotion74/2168391/187231.28e-052.59e-0474
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
GO:005105617ThyroidPTCregulation of small GTPase mediated signal transduction132/5968302/187239.26e-061.04e-04132
GO:005105618ThyroidATCregulation of small GTPase mediated signal transduction141/6293302/187231.43e-061.77e-05141
GO:004001316ThyroidATCnegative regulation of locomotion160/6293391/187231.36e-037.07e-03160
GO:003033616ThyroidATCnegative regulation of cell migration142/6293344/187231.64e-038.22e-03142
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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
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
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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
SRGAP3SNVMissense_Mutationnovelc.2990N>Tp.Pro997Leup.P997LO43295protein_codingtolerated(0.14)benign(0)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SRGAP3SNVMissense_Mutationrs771570436c.2209N>Tp.Pro737Serp.P737SO43295protein_codingtolerated(0.27)benign(0.011)TCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SRGAP3SNVMissense_Mutationc.3257A>Gp.Lys1086Argp.K1086RO43295protein_codingtolerated_low_confidence(0.18)benign(0.003)TCGA-E2-A15G-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SRGAP3SNVMissense_Mutationc.2935N>Cp.Glu979Glnp.E979QO43295protein_codingdeleterious(0.05)probably_damaging(0.989)TCGA-E2-A1LG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SRGAP3SNVMissense_Mutationc.2476G>Ap.Asp826Asnp.D826NO43295protein_codingdeleterious(0.04)benign(0.135)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SRGAP3SNVMissense_Mutationc.454G>Ap.Glu152Lysp.E152KO43295protein_codingdeleterious(0)possibly_damaging(0.899)TCGA-LD-A74U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapytaxotereSD
SRGAP3insertionNonsense_Mutationnovelc.2087_2088insGAAGCAGGGGAGTGACTAGTp.Ser696ArgfsTer7p.S696Rfs*7O43295protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
SRGAP3insertionFrame_Shift_Insnovelc.290_291insTAAGAGCCTGCTGAATGGGGAAAGGAGGTTGGGAGTTCAGGGTp.Cys98LysfsTer35p.C98Kfs*35O43295protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SRGAP3insertionFrame_Shift_Insnovelc.2659_2660insAAAGGACAAAGp.Pro887GlnfsTer55p.P887Qfs*55O43295protein_codingTCGA-E2-A158-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyarimidexSD
SRGAP3SNVMissense_Mutationnovelc.2558G>Ap.Arg853Glnp.R853QO43295protein_codingdeleterious(0.02)possibly_damaging(0.885)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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