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: ARFGAP1

Gene summary for ARFGAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARFGAP1

Gene ID

55738

Gene nameADP ribosylation factor GTPase activating protein 1
Gene AliasARF1GAP
Cytomap20q13.33
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q8N6T3


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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
55738ARFGAP1LZE7THumanEsophagusESCC3.79e-123.74e-010.0667
55738ARFGAP1LZE8THumanEsophagusESCC1.42e-031.15e-010.067
55738ARFGAP1LZE22THumanEsophagusESCC6.91e-042.39e-010.068
55738ARFGAP1LZE24THumanEsophagusESCC2.44e-091.71e-010.0596
55738ARFGAP1P1T-EHumanEsophagusESCC4.42e-062.18e-010.0875
55738ARFGAP1P2T-EHumanEsophagusESCC6.17e-081.67e-010.1177
55738ARFGAP1P4T-EHumanEsophagusESCC3.01e-041.15e-010.1323
55738ARFGAP1P5T-EHumanEsophagusESCC1.38e-101.15e-010.1327
55738ARFGAP1P8T-EHumanEsophagusESCC2.76e-081.57e-010.0889
55738ARFGAP1P9T-EHumanEsophagusESCC1.18e-061.35e-010.1131
55738ARFGAP1P10T-EHumanEsophagusESCC6.06e-132.99e-010.116
55738ARFGAP1P11T-EHumanEsophagusESCC1.82e-084.00e-010.1426
55738ARFGAP1P12T-EHumanEsophagusESCC4.31e-202.79e-010.1122
55738ARFGAP1P15T-EHumanEsophagusESCC1.89e-091.34e-010.1149
55738ARFGAP1P16T-EHumanEsophagusESCC1.92e-203.40e-010.1153
55738ARFGAP1P17T-EHumanEsophagusESCC4.04e-094.42e-010.1278
55738ARFGAP1P19T-EHumanEsophagusESCC5.83e-043.04e-010.1662
55738ARFGAP1P20T-EHumanEsophagusESCC2.51e-152.44e-010.1124
55738ARFGAP1P21T-EHumanEsophagusESCC1.43e-081.44e-010.1617
55738ARFGAP1P22T-EHumanEsophagusESCC3.75e-191.57e-010.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:003010018EsophagusESCCregulation of endocytosis135/8552211/187235.75e-081.02e-06135
GO:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:00465789EsophagusESCCregulation of Ras protein signal transduction106/8552189/187232.49e-031.08e-02106
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
GO:000726521LiverHCCRas protein signal transduction187/7958337/187238.89e-071.35e-05187
GO:003010021LiverHCCregulation of endocytosis117/7958211/187239.56e-058.32e-04117
GO:004657811LiverHCCregulation of Ras protein signal transduction100/7958189/187232.42e-031.18e-02100
GO:00072659Oral cavityOSCCRas protein signal transduction185/7305337/187231.95e-094.60e-08185
GO:003010016Oral cavityOSCCregulation of endocytosis121/7305211/187234.74e-088.80e-07121
GO:00465788Oral cavityOSCCregulation of Ras protein signal transduction90/7305189/187239.58e-033.40e-0290
GO:003010017Oral cavityLPregulation of endocytosis81/4623211/187236.57e-061.29e-0481
GO:000726515Oral cavityLPRas protein signal transduction109/4623337/187238.44e-047.36e-03109
GO:000726519ThyroidPTCRas protein signal transduction162/5968337/187233.16e-101.02e-08162
GO:003010020ThyroidPTCregulation of endocytosis108/5968211/187233.92e-091.04e-07108
GO:005105617ThyroidPTCregulation of small GTPase mediated signal transduction132/5968302/187239.26e-061.04e-04132
GO:004657817ThyroidPTCregulation of Ras protein signal transduction88/5968189/187231.62e-051.70e-0488
GO:000726524ThyroidATCRas protein signal transduction172/6293337/187232.25e-117.96e-10172
GO:0030100111ThyroidATCregulation of endocytosis113/6293211/187231.71e-094.22e-08113
GO:005105618ThyroidATCregulation of small GTPase mediated signal transduction141/6293302/187231.43e-061.77e-05141
GO:004657818ThyroidATCregulation of Ras protein signal transduction94/6293189/187233.12e-063.55e-0594
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414422LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414432LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414427Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa04144112Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa0414428Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
hsa0414436Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
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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
ARFGAP1SNVMissense_Mutationc.326N>Ap.Ala109Aspp.A109DQ8N6T3protein_codingdeleterious(0)possibly_damaging(0.685)TCGA-A7-A13D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ARFGAP1SNVMissense_Mutationnovelc.421N>Gp.Thr141Alap.T141AQ8N6T3protein_codingtolerated(0.15)benign(0.009)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARFGAP1SNVMissense_Mutationc.1012G>Ap.Glu338Lysp.E338KQ8N6T3protein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
ARFGAP1SNVMissense_Mutationrs753214798c.358G>Ap.Glu120Lysp.E120KQ8N6T3protein_codingdeleterious(0.03)benign(0.218)TCGA-MA-AA3Z-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ARFGAP1SNVMissense_Mutationnovelc.217G>Cp.Glu73Glnp.E73QQ8N6T3protein_codingdeleterious(0)possibly_damaging(0.521)TCGA-VS-AA62-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ARFGAP1SNVMissense_Mutationc.75N>Gp.Cys25Trpp.C25WQ8N6T3protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
ARFGAP1SNVMissense_Mutationc.76N>Tp.Gly26Cysp.G26CQ8N6T3protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-3975-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ARFGAP1SNVMissense_Mutationrs147317838c.781G>Ap.Val261Ilep.V261IQ8N6T3protein_codingtolerated(0.06)benign(0.033)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ARFGAP1SNVMissense_Mutationrs763879486c.544N>Tp.Arg182Cysp.R182CQ8N6T3protein_codingdeleterious(0)probably_damaging(0.996)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ARFGAP1SNVMissense_Mutationnovelc.1034N>Tp.Pro345Leup.P345LQ8N6T3protein_codingdeleterious(0.02)benign(0.001)TCGA-DC-6683-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilSD
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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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