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: SRGAP2

Gene summary for SRGAP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRGAP2

Gene ID

23380

Gene nameSLIT-ROBO Rho GTPase activating protein 2
Gene AliasARHGAP34
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

B4DFE5


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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
23380SRGAP2CCI_1HumanCervixCC3.88e-047.35e-010.528
23380SRGAP2CCI_2HumanCervixCC2.29e-025.46e-010.5249
23380SRGAP2CCI_3HumanCervixCC4.86e-065.62e-010.516
23380SRGAP2S014HumanLiverHCC1.22e-156.20e-010.2254
23380SRGAP2S015HumanLiverHCC5.55e-063.71e-010.2375
23380SRGAP2S016HumanLiverHCC4.32e-155.27e-010.2243
23380SRGAP2S028HumanLiverHCC1.23e-033.01e-010.2503
23380SRGAP2S029HumanLiverHCC4.37e-063.50e-010.2581
23380SRGAP2PTC04HumanThyroidPTC5.43e-041.13e-010.1927
23380SRGAP2PTC05HumanThyroidPTC2.87e-072.80e-010.2065
23380SRGAP2PTC06HumanThyroidPTC3.15e-092.69e-010.2057
23380SRGAP2PTC07HumanThyroidPTC4.67e-071.60e-010.2044
23380SRGAP2ATC09HumanThyroidATC4.52e-123.47e-010.2871
23380SRGAP2ATC12HumanThyroidATC3.77e-152.91e-010.34
23380SRGAP2ATC13HumanThyroidATC1.45e-243.44e-010.34
23380SRGAP2ATC1HumanThyroidATC3.37e-113.45e-010.2878
23380SRGAP2ATC2HumanThyroidATC3.39e-199.19e-010.34
23380SRGAP2ATC4HumanThyroidATC8.26e-183.46e-010.34
23380SRGAP2ATC5HumanThyroidATC1.50e-263.85e-010.34
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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
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
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:00315898CervixCCcell-substrate adhesion96/2311363/187231.48e-138.85e-1196
GO:00016679CervixCCameboidal-type cell migration110/2311475/187232.66e-116.36e-09110
GO:00510566CervixCCregulation of small GTPase mediated signal transduction75/2311302/187231.54e-091.74e-0775
GO:00430877CervixCCregulation of GTPase activity79/2311348/187234.21e-082.60e-0679
GO:00975817CervixCClamellipodium organization31/231190/187234.57e-082.76e-0631
GO:00300325CervixCClamellipodium assembly26/231172/187231.87e-078.48e-0626
GO:00163587CervixCCdendrite development58/2311243/187234.52e-071.76e-0558
GO:00344469CervixCCsubstrate adhesion-dependent cell spreading32/2311108/187231.36e-064.55e-0532
GO:00609965CervixCCdendritic spine development28/231199/187231.61e-053.15e-0428
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:00435476CervixCCpositive regulation of GTPase activity53/2311255/187238.72e-051.16e-0353
GO:00219873CervixCCcerebral cortex development25/2311114/187232.81e-031.88e-0225
GO:00309003CervixCCforebrain development64/2311379/187235.53e-033.19e-0264
GO:00215433CervixCCpallium development32/2311169/187238.73e-034.48e-0232
GO:00510143CervixCCactin filament severing6/231116/187239.35e-034.66e-026
GO:009758121LiverHCClamellipodium organization58/795890/187232.16e-052.30e-0458
GO:003444622LiverHCCsubstrate adhesion-dependent cell spreading67/7958108/187233.24e-053.28e-0467
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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
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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
SRGAP2SNVMissense_Mutationnovelc.2214N>Ap.Asp738Glup.D738Eprotein_codingdeleterious(0)probably_damaging(0.926)TCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SRGAP2SNVMissense_Mutationrs782210132c.2744N>Gp.Asp915Glyp.D915Gprotein_codingdeleterious(0)possibly_damaging(0.735)TCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SRGAP2SNVMissense_Mutationc.1959N>Tp.Glu653Aspp.E653Dprotein_codingtolerated(1)benign(0.006)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SRGAP2SNVMissense_Mutationc.1529N>Ap.Ser510Asnp.S510Nprotein_codingdeleterious(0)possibly_damaging(0.876)TCGA-AR-A1AS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SRGAP2SNVMissense_Mutationc.617N>Tp.Ser206Phep.S206Fprotein_codingdeleterious(0.01)possibly_damaging(0.88)TCGA-AR-A1AX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SRGAP2SNVMissense_Mutationc.2889G>Cp.Gln963Hisp.Q963Hprotein_codingdeleterious_low_confidence(0)probably_damaging(0.999)TCGA-C8-A12K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRGAP2SNVMissense_Mutationc.1996G>Cp.Glu666Glnp.E666Qprotein_codingtolerated(0.26)benign(0.148)TCGA-D8-A1JC-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
SRGAP2SNVMissense_Mutationc.1637A>Tp.Glu546Valp.E546Vprotein_codingdeleterious(0)probably_damaging(0.993)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRGAP2SNVMissense_Mutationnovelc.1239N>Gp.Phe413Leup.F413Lprotein_codingtolerated(0.09)probably_damaging(0.998)TCGA-E2-A1LG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SRGAP2SNVMissense_Mutationnovelc.1631N>Cp.Arg544Thrp.R544Tprotein_codingdeleterious(0)probably_damaging(0.983)TCGA-EK-A2RN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
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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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