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: ARHGAP29

Gene summary for ARHGAP29

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARHGAP29

Gene ID

9411

Gene nameRho GTPase activating protein 29
Gene AliasPARG1
Cytomap1p22.1
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q52LW3


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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
9411ARHGAP29GSM4909281HumanBreastIDC1.31e-14-5.18e-010.21
9411ARHGAP29GSM4909282HumanBreastIDC7.67e-11-4.71e-01-0.0288
9411ARHGAP29GSM4909285HumanBreastIDC8.10e-31-6.77e-010.21
9411ARHGAP29GSM4909286HumanBreastIDC3.21e-31-6.94e-010.1081
9411ARHGAP29GSM4909287HumanBreastIDC3.82e-15-5.04e-010.2057
9411ARHGAP29GSM4909288HumanBreastIDC1.38e-09-6.45e-010.0988
9411ARHGAP29GSM4909290HumanBreastIDC3.30e-18-6.11e-010.2096
9411ARHGAP29GSM4909293HumanBreastIDC2.06e-10-4.21e-010.1581
9411ARHGAP29GSM4909294HumanBreastIDC5.95e-10-4.44e-010.2022
9411ARHGAP29GSM4909296HumanBreastIDC2.19e-19-5.43e-010.1524
9411ARHGAP29GSM4909297HumanBreastIDC1.73e-12-4.50e-010.1517
9411ARHGAP29GSM4909298HumanBreastIDC8.72e-25-6.16e-010.1551
9411ARHGAP29GSM4909301HumanBreastIDC1.27e-20-5.98e-010.1577
9411ARHGAP29GSM4909302HumanBreastIDC1.78e-14-4.97e-010.1545
9411ARHGAP29GSM4909304HumanBreastIDC2.08e-16-5.64e-010.1636
9411ARHGAP29GSM4909306HumanBreastIDC3.79e-07-4.02e-010.1564
9411ARHGAP29GSM4909308HumanBreastIDC3.08e-14-4.83e-010.158
9411ARHGAP29GSM4909309HumanBreastIDC7.43e-10-4.45e-010.0483
9411ARHGAP29GSM4909311HumanBreastIDC7.89e-23-5.23e-010.1534
9411ARHGAP29GSM4909312HumanBreastIDC1.03e-03-2.80e-010.1552
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00072659Oral cavityOSCCRas protein signal transduction185/7305337/187231.95e-094.60e-08185
GO:00072669Oral cavityOSCCRho protein signal transduction76/7305137/187236.64e-055.37e-0476
GO:004308710Oral cavityOSCCregulation of GTPase activity165/7305348/187237.94e-044.27e-03165
GO:000726522Oral cavityEOLPRas protein signal transduction74/2218337/187238.76e-083.09e-0674
GO:004308714Oral cavityEOLPregulation of GTPase activity66/2218348/187236.92e-058.55e-0466
GO:000726615Oral cavityEOLPRho protein signal transduction29/2218137/187231.28e-039.16e-0329
GO:00435479Oral cavityEOLPpositive regulation of GTPase activity47/2218255/187231.34e-039.33e-0347
GO:00510569Oral cavityEOLPregulation of small GTPase mediated signal transduction51/2218302/187235.67e-032.92e-0251
GO:000726531Oral cavityNEOLPRas protein signal transduction71/2005337/187231.60e-087.27e-0771
GO:000726622Oral cavityNEOLPRho protein signal transduction34/2005137/187232.08e-064.87e-0534
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:00072658ProstateBPHRas protein signal transduction101/3107337/187235.64e-102.79e-08101
GO:00430879ProstateBPHregulation of GTPase activity88/3107348/187232.04e-052.49e-0488
GO:00510568ProstateBPHregulation of small GTPase mediated signal transduction78/3107302/187232.69e-053.16e-0478
GO:00072668ProstateBPHRho protein signal transduction39/3107137/187233.37e-042.53e-0339
GO:00435478ProstateBPHpositive regulation of GTPase activity61/3107255/187231.58e-039.23e-0361
GO:000726514ProstateTumorRas protein signal transduction101/3246337/187236.29e-092.44e-07101
GO:005105613ProstateTumorregulation of small GTPase mediated signal transduction80/3246302/187233.96e-054.57e-0480
GO:004308713ProstateTumorregulation of GTPase activity88/3246348/187231.04e-041.00e-0388
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0452018BreastPrecancerAdherens junction17/68493/84651.11e-037.57e-035.80e-0317
hsa0452019BreastPrecancerAdherens junction17/68493/84651.11e-037.57e-035.80e-0317
hsa0452030EsophagusESCCAdherens junction69/420593/84651.08e-066.83e-063.50e-0669
hsa04520114EsophagusESCCAdherens junction69/420593/84651.08e-066.83e-063.50e-0669
hsa0452022LiverCirrhoticAdherens junction52/253093/84651.36e-071.97e-061.21e-0652
hsa0452032LiverCirrhoticAdherens junction52/253093/84651.36e-071.97e-061.21e-0652
hsa0452042LiverHCCAdherens junction68/402093/84653.99e-074.46e-062.48e-0668
hsa0452052LiverHCCAdherens junction68/402093/84653.99e-074.46e-062.48e-0668
hsa0452016LungIACAdherens junction37/105393/84651.99e-112.16e-091.43e-0937
hsa0452017LungIACAdherens junction37/105393/84651.99e-112.16e-091.43e-0937
hsa0452023LungAISAdherens junction34/96193/84651.59e-101.29e-088.26e-0934
hsa0452033LungAISAdherens junction34/96193/84651.59e-101.29e-088.26e-0934
hsa0452029Oral cavityOSCCAdherens junction62/370493/84656.34e-063.12e-051.59e-0562
hsa04520113Oral cavityOSCCAdherens junction62/370493/84656.34e-063.12e-051.59e-0562
hsa04520210Oral cavityEOLPAdherens junction31/121893/84652.94e-062.16e-051.28e-0531
hsa0452037Oral cavityEOLPAdherens junction31/121893/84652.94e-062.16e-051.28e-0531
hsa0452044Oral cavityNEOLPAdherens junction33/111293/84653.02e-085.34e-073.36e-0733
hsa0452054Oral cavityNEOLPAdherens junction33/111293/84653.02e-085.34e-073.36e-0733
hsa0452027ProstateBPHAdherens junction55/171893/84651.90e-164.18e-152.59e-1555
hsa04520112ProstateBPHAdherens junction55/171893/84651.90e-164.18e-152.59e-1555
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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
ARHGAP29SNVMissense_Mutationrs753990016c.3652N>Ap.Gln1218Lysp.Q1218KQ52LW3protein_codingtolerated_low_confidence(0.06)benign(0.014)TCGA-A2-A0CS-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
ARHGAP29SNVMissense_Mutationrs757039419c.2617N>Tp.Arg873Cysp.R873CQ52LW3protein_codingdeleterious(0.02)benign(0.304)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ARHGAP29SNVMissense_Mutationc.2611C>Gp.Gln871Glup.Q871EQ52LW3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ARHGAP29SNVMissense_Mutationc.1741G>Ap.Asp581Asnp.D581NQ52LW3protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AC-A2B8-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapychemoPD
ARHGAP29SNVMissense_Mutationnovelc.2599G>Cp.Glu867Glnp.E867QQ52LW3protein_codingdeleterious(0.01)benign(0.254)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ARHGAP29SNVMissense_Mutationnovelc.3178G>Tp.Asp1060Tyrp.D1060YQ52LW3protein_codingdeleterious(0.01)possibly_damaging(0.854)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP29SNVMissense_Mutationnovelc.2273G>Ap.Arg758Glnp.R758QQ52LW3protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP29SNVMissense_Mutationrs757995655c.1004G>Ap.Arg335Hisp.R335HQ52LW3protein_codingdeleterious(0.02)probably_damaging(0.939)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARHGAP29SNVMissense_Mutationc.1503N>Cp.Glu501Aspp.E501DQ52LW3protein_codingtolerated(0.6)benign(0.007)TCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ARHGAP29SNVMissense_Mutationc.3676N>Tp.Asp1226Tyrp.D1226YQ52LW3protein_codingdeleterious_low_confidence(0.01)benign(0)TCGA-AR-A0TS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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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