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: ARHGAP22

Gene summary for ARHGAP22

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARHGAP22

Gene ID

58504

Gene nameRho GTPase activating protein 22
Gene AliasRhoGAP2
Cytomap10q11.22-q11.23
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

Q7Z5H3


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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
58504ARHGAP22PTC07HumanThyroidPTC3.99e-081.32e-010.2044
58504ARHGAP22ATC11HumanThyroidATC9.20e-149.95e-010.3386
58504ARHGAP22ATC12HumanThyroidATC1.65e-143.24e-010.34
58504ARHGAP22ATC3HumanThyroidATC5.41e-251.26e+000.338
58504ARHGAP22ATC4HumanThyroidATC3.44e-203.92e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:005105617ThyroidPTCregulation of small GTPase mediated signal transduction132/5968302/187239.26e-061.04e-04132
GO:004308718ThyroidPTCregulation of GTPase activity148/5968348/187231.63e-051.71e-04148
GO:00991738ThyroidPTCpostsynapse organization77/5968168/187231.01e-048.25e-0477
GO:00991754ThyroidPTCregulation of postsynapse organization45/596890/187232.57e-041.84e-0345
GO:004354714ThyroidPTCpositive regulation of GTPase activity103/5968255/187232.38e-031.25e-02103
GO:00508089ThyroidPTCsynapse organization161/5968426/187235.11e-032.36e-02161
GO:00508074ThyroidPTCregulation of synapse organization84/5968211/187238.72e-033.64e-0284
GO:00508032ThyroidPTCregulation of synapse structure or activity86/5968218/187231.05e-024.23e-0286
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
GO:009917314ThyroidATCpostsynapse organization78/6293168/187233.66e-042.26e-0378
GO:009917512ThyroidATCregulation of postsynapse organization44/629390/187231.89e-039.27e-0344
GO:004354715ThyroidATCpositive regulation of GTPase activity106/6293255/187234.58e-031.89e-02106
GO:005080712ThyroidATCregulation of synapse organization87/6293211/187231.20e-024.27e-0287
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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
ARHGAP22SNVMissense_Mutationrs754912116c.2036G>Ap.Arg679Glnp.R679QQ7Z5H3protein_codingdeleterious(0.02)probably_damaging(0.99)TCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ARHGAP22deletionFrame_Shift_Delc.479delCp.Pro160LeufsTer2p.P160Lfs*2Q7Z5H3protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ARHGAP22SNVMissense_Mutationrs781379645c.598C>Tp.Arg200Trpp.R200WQ7Z5H3protein_codingdeleterious(0)probably_damaging(0.997)TCGA-4N-A93T-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaSD
ARHGAP22SNVMissense_Mutationc.1244N>Tp.Ala415Valp.A415VQ7Z5H3protein_codingtolerated(0.29)benign(0.09)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP22SNVMissense_Mutationc.926N>Gp.Glu309Glyp.E309GQ7Z5H3protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP22SNVMissense_Mutationrs372857506c.604N>Tp.Arg202Cysp.R202CQ7Z5H3protein_codingdeleterious(0)probably_damaging(0.966)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ARHGAP22SNVMissense_Mutationnovelc.1654G>Ap.Asp552Asnp.D552NQ7Z5H3protein_codingtolerated(0.15)benign(0.007)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ARHGAP22SNVMissense_Mutationc.1986N>Tp.Lys662Asnp.K662NQ7Z5H3protein_codingdeleterious(0)benign(0.295)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ARHGAP22SNVMissense_Mutationc.551N>Cp.Gly184Alap.G184AQ7Z5H3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ARHGAP22SNVMissense_Mutationrs762382896c.842N>Ap.Gly281Aspp.G281DQ7Z5H3protein_codingdeleterious(0)probably_damaging(1)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
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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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