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: ARFGEF1

Gene summary for ARFGEF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARFGEF1

Gene ID

10565

Gene nameADP ribosylation factor guanine nucleotide exchange factor 1
Gene AliasARFGEP1
Cytomap8q13.2
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A0A024R7X0


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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
10565ARFGEF1CCI_1HumanCervixCC1.77e-047.29e-010.528
10565ARFGEF1CCI_2HumanCervixCC2.50e-101.18e+000.5249
10565ARFGEF1CCI_3HumanCervixCC7.27e-088.20e-010.516
10565ARFGEF1HTA11_3410_2000001011HumanColorectumAD7.19e-30-7.61e-010.0155
10565ARFGEF1HTA11_2487_2000001011HumanColorectumSER2.79e-04-4.77e-01-0.1808
10565ARFGEF1HTA11_2951_2000001011HumanColorectumAD3.03e-03-7.50e-010.0216
10565ARFGEF1HTA11_3361_2000001011HumanColorectumAD9.48e-09-6.77e-01-0.1207
10565ARFGEF1HTA11_696_2000001011HumanColorectumAD2.62e-07-3.86e-01-0.1464
10565ARFGEF1HTA11_866_2000001011HumanColorectumAD1.72e-03-3.16e-01-0.1001
10565ARFGEF1HTA11_5216_2000001011HumanColorectumSER3.37e-05-8.05e-01-0.1462
10565ARFGEF1HTA11_866_3004761011HumanColorectumAD8.88e-16-6.56e-010.096
10565ARFGEF1HTA11_8622_2000001021HumanColorectumSER6.84e-03-6.11e-010.0528
10565ARFGEF1HTA11_10711_2000001011HumanColorectumAD2.37e-07-5.04e-010.0338
10565ARFGEF1HTA11_7696_3000711011HumanColorectumAD3.01e-15-5.25e-010.0674
10565ARFGEF1HTA11_11156_2000001011HumanColorectumAD1.60e-02-8.14e-010.0397
10565ARFGEF1HTA11_6818_2000001021HumanColorectumAD7.72e-06-5.38e-010.0588
10565ARFGEF1HTA11_99999970781_79442HumanColorectumMSS2.10e-11-4.37e-010.294
10565ARFGEF1HTA11_99999973899_84307HumanColorectumMSS4.87e-11-7.90e-010.2585
10565ARFGEF1HTA11_99999974143_84620HumanColorectumMSS4.97e-12-4.47e-010.3005
10565ARFGEF1F007HumanColorectumFAP5.06e-04-2.40e-010.1176
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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
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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:003083715ProstateTumornegative regulation of actin filament polymerization21/324665/187232.40e-031.35e-0221
GO:000703013ProstateTumorGolgi organization40/3246157/187236.33e-032.90e-0240
GO:200011414ProstateTumorregulation of establishment of cell polarity9/324622/187237.96e-033.52e-029
GO:004206028SkinAKwound healing91/1910422/187232.93e-126.67e-1091
GO:000716326SkinAKestablishment or maintenance of cell polarity53/1910218/187231.32e-091.26e-0753
GO:000701528SkinAKactin filament organization85/1910442/187235.94e-094.14e-0785
GO:190290328SkinAKregulation of supramolecular fiber organization75/1910383/187232.11e-081.20e-0675
GO:000726516SkinAKRas protein signal transduction68/1910337/187232.83e-081.57e-0668
GO:003297028SkinAKregulation of actin filament-based process76/1910397/187234.61e-082.37e-0676
GO:003001019SkinAKestablishment of cell polarity36/1910143/187232.24e-079.02e-0636
GO:003295628SkinAKregulation of actin cytoskeleton organization66/1910358/187231.40e-064.26e-0566
GO:004325428SkinAKregulation of protein-containing complex assembly75/1910428/187232.05e-065.98e-0575
GO:001063924SkinAKnegative regulation of organelle organization64/1910348/187232.19e-066.25e-0564
GO:005134626SkinAKnegative regulation of hydrolase activity67/1910379/187235.22e-061.21e-0467
GO:011005328SkinAKregulation of actin filament organization53/1910278/187235.48e-061.26e-0453
GO:190290419SkinAKnegative regulation of supramolecular fiber organization35/1910167/187232.73e-054.77e-0435
GO:190303424SkinAKregulation of response to wounding35/1910167/187232.73e-054.77e-0435
GO:005125827SkinAKprotein polymerization53/1910297/187233.74e-056.20e-0453
GO:006104118SkinAKregulation of wound healing29/1910134/187237.03e-051.02e-0329
GO:003253524SkinAKregulation of cellular component size62/1910383/187231.66e-041.94e-0362
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414418CervixCCEndocytosis64/1267251/84656.97e-066.10e-053.61e-0564
hsa0414419CervixCCEndocytosis64/1267251/84656.97e-066.10e-053.61e-0564
hsa04144ColorectumADEndocytosis111/2092251/84655.95e-121.42e-109.08e-11111
hsa041441ColorectumADEndocytosis111/2092251/84655.95e-121.42e-109.08e-11111
hsa041442ColorectumSEREndocytosis81/1580251/84651.14e-072.36e-061.71e-0681
hsa041443ColorectumSEREndocytosis81/1580251/84651.14e-072.36e-061.71e-0681
hsa041444ColorectumMSSEndocytosis102/1875251/84651.85e-114.43e-102.71e-10102
hsa041445ColorectumMSSEndocytosis102/1875251/84651.85e-114.43e-102.71e-10102
hsa041446ColorectumFAPEndocytosis78/1404251/84656.20e-092.96e-071.80e-0778
hsa041447ColorectumFAPEndocytosis78/1404251/84656.20e-092.96e-071.80e-0778
hsa041448ColorectumCRCEndocytosis65/1091251/84651.27e-081.06e-067.19e-0765
hsa041449ColorectumCRCEndocytosis65/1091251/84651.27e-081.06e-067.19e-0765
hsa0414420EndometriumAEHEndocytosis56/1197251/84652.58e-042.15e-031.57e-0356
hsa04144110EndometriumAEHEndocytosis56/1197251/84652.58e-042.15e-031.57e-0356
hsa0414424EndometriumEECEndocytosis57/1237251/84653.34e-042.82e-032.10e-0357
hsa0414434EndometriumEECEndocytosis57/1237251/84653.34e-042.82e-032.10e-0357
hsa0414429EsophagusHGINEndocytosis76/1383251/84651.74e-083.34e-072.65e-0776
hsa04144113EsophagusHGINEndocytosis76/1383251/84651.74e-083.34e-072.65e-0776
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
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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
ARFGEF1SNVMissense_Mutationnovelc.5458C>Tp.Arg1820Cysp.R1820CQ9Y6D6protein_codingdeleterious(0)probably_damaging(1)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
ARFGEF1SNVMissense_Mutationnovelc.3063N>Cp.Lys1021Asnp.K1021NQ9Y6D6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ARFGEF1SNVMissense_Mutationc.2723G>Ap.Arg908Lysp.R908KQ9Y6D6protein_codingtolerated(0.33)benign(0.241)TCGA-A2-A0ET-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
ARFGEF1SNVMissense_Mutationc.4345N>Ap.Glu1449Lysp.E1449KQ9Y6D6protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A2-A1FV-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamideSD
ARFGEF1SNVMissense_Mutationc.571N>Ap.Gln191Lysp.Q191KQ9Y6D6protein_codingdeleterious(0)probably_damaging(0.989)TCGA-A2-A4S3-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ARFGEF1SNVMissense_Mutationc.2710N>Ap.Glu904Lysp.E904KQ9Y6D6protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ARFGEF1SNVMissense_Mutationnovelc.1879A>Gp.Ser627Glyp.S627GQ9Y6D6protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-A8-A09E-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
ARFGEF1SNVMissense_Mutationc.3227N>Cp.Arg1076Thrp.R1076TQ9Y6D6protein_codingtolerated(0.22)benign(0.039)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ARFGEF1SNVMissense_Mutationrs751084276c.92N>Gp.Ser31Cysp.S31CQ9Y6D6protein_codingdeleterious(0.02)possibly_damaging(0.784)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ARFGEF1SNVMissense_Mutationc.158N>Tp.Pro53Leup.P53LQ9Y6D6protein_codingtolerated(0.1)benign(0.18)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
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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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