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: ARHGAP15

Gene summary for ARHGAP15

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARHGAP15

Gene ID

55843

Gene nameRho GTPase activating protein 15
Gene AliasBM046
Cytomap2q22.2-q22.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q53QZ3


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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
55843ARHGAP15EOLP-1HumanOral cavityEOLP2.35e-429.51e-01-0.0202
55843ARHGAP15EOLP-2HumanOral cavityEOLP1.70e-337.25e-01-0.0203
55843ARHGAP15NEOLP-1HumanOral cavityNEOLP1.08e-074.22e-01-0.0194
55843ARHGAP15NEOLP-2HumanOral cavityNEOLP1.31e-073.47e-01-0.0196
55843ARHGAP15NEOLP-3HumanOral cavityNEOLP6.83e-124.45e-01-0.0191
55843ARHGAP15ATC13HumanThyroidATC7.13e-418.34e-010.34
55843ARHGAP15ATC5HumanThyroidATC6.10e-448.96e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:002260425Oral cavityEOLPregulation of cell morphogenesis69/2218309/187231.21e-074.01e-0669
GO:000836024Oral cavityEOLPregulation of cell shape37/2218154/187231.80e-052.90e-0437
GO:004308714Oral cavityEOLPregulation of GTPase activity66/2218348/187236.92e-058.55e-0466
GO:00510569Oral cavityEOLPregulation of small GTPase mediated signal transduction51/2218302/187235.67e-032.92e-0251
GO:002260433Oral cavityNEOLPregulation of cell morphogenesis69/2005309/187232.07e-091.29e-0769
GO:000836033Oral cavityNEOLPregulation of cell shape41/2005154/187232.35e-081.03e-0641
GO:005105614Oral cavityNEOLPregulation of small GTPase mediated signal transduction49/2005302/187232.04e-031.36e-0249
GO:004308722Oral cavityNEOLPregulation of GTPase activity54/2005348/187233.36e-032.00e-0254
GO:002260429ThyroidATCregulation of cell morphogenesis171/6293309/187232.36e-151.70e-13171
GO:000836026ThyroidATCregulation of cell shape91/6293154/187237.33e-112.31e-0991
GO:005105618ThyroidATCregulation of small GTPase mediated signal transduction141/6293302/187231.43e-061.77e-05141
GO:004308719ThyroidATCregulation of GTPase activity153/6293348/187233.24e-052.68e-04153
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
ARHGAP15SNVMissense_Mutationc.823N>Gp.Lys275Glup.K275EQ53QZ3protein_codingdeleterious(0)probably_damaging(0.965)TCGA-A8-A09C-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP15SNVMissense_Mutationrs201268929c.274N>Tp.Ala92Serp.A92SQ53QZ3protein_codingtolerated(0.17)benign(0.304)TCGA-AC-A3BB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
ARHGAP15SNVMissense_Mutationc.999C>Ap.Asn333Lysp.N333KQ53QZ3protein_codingdeleterious(0)probably_damaging(0.994)TCGA-D8-A1JL-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP15SNVMissense_Mutationc.552C>Gp.Ile184Metp.I184MQ53QZ3protein_codingdeleterious(0)probably_damaging(0.949)TCGA-E2-A15R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ARHGAP15SNVMissense_Mutationc.256C>Gp.Leu86Valp.L86VQ53QZ3protein_codingdeleterious(0)probably_damaging(0.951)TCGA-EW-A1IW-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
ARHGAP15SNVMissense_Mutationc.456N>Ap.Ser152Argp.S152RQ53QZ3protein_codingdeleterious(0.03)probably_damaging(0.957)TCGA-A6-2677-01Colorectumcolon adenocarcinomaFemale>=65III/IVAncillaryleucovorinSD
ARHGAP15SNVMissense_Mutationc.1113C>Ap.Phe371Leup.F371LQ53QZ3protein_codingtolerated(0.35)benign(0.005)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ARHGAP15SNVMissense_Mutationrs375193013c.529N>Gp.Ile177Valp.I177VQ53QZ3protein_codingtolerated(0.07)benign(0.241)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ARHGAP15SNVMissense_Mutationrs749157476c.1133N>Tp.Ala378Valp.A378VQ53QZ3protein_codingdeleterious(0.04)probably_damaging(0.99)TCGA-AA-A02H-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
ARHGAP15SNVMissense_Mutationrs758104156c.1252G>Ap.Ala418Thrp.A418TQ53QZ3protein_codingtolerated(0.41)benign(0.012)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=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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