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: ARRDC1

Gene summary for ARRDC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARRDC1

Gene ID

92714

Gene namearrestin domain containing 1
Gene AliasARRDC1
Cytomap9q34.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q8N5I2


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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
92714ARRDC1LZE4THumanEsophagusESCC1.65e-102.74e-010.0811
92714ARRDC1LZE5THumanEsophagusESCC5.38e-032.48e-010.0514
92714ARRDC1LZE7THumanEsophagusESCC6.29e-062.59e-010.0667
92714ARRDC1LZE8THumanEsophagusESCC2.94e-071.56e-010.067
92714ARRDC1LZE20THumanEsophagusESCC1.08e-196.60e-010.0662
92714ARRDC1LZE22D1HumanEsophagusHGIN2.99e-052.36e-010.0595
92714ARRDC1LZE22THumanEsophagusESCC5.07e-073.50e-010.068
92714ARRDC1LZE24THumanEsophagusESCC1.96e-421.05e+000.0596
92714ARRDC1LZE21THumanEsophagusESCC5.39e-053.49e-010.0655
92714ARRDC1P1T-EHumanEsophagusESCC2.68e-208.15e-010.0875
92714ARRDC1P2T-EHumanEsophagusESCC6.21e-325.19e-010.1177
92714ARRDC1P4T-EHumanEsophagusESCC1.18e-368.18e-010.1323
92714ARRDC1P5T-EHumanEsophagusESCC4.23e-406.89e-010.1327
92714ARRDC1P8T-EHumanEsophagusESCC6.15e-801.50e+000.0889
92714ARRDC1P9T-EHumanEsophagusESCC1.04e-204.01e-010.1131
92714ARRDC1P10T-EHumanEsophagusESCC5.26e-162.51e-010.116
92714ARRDC1P11T-EHumanEsophagusESCC3.60e-176.77e-010.1426
92714ARRDC1P12T-EHumanEsophagusESCC1.80e-305.25e-010.1122
92714ARRDC1P15T-EHumanEsophagusESCC2.20e-254.80e-010.1149
92714ARRDC1P16T-EHumanEsophagusESCC9.57e-281.61e-010.1153
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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
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:00072197EsophagusESCCNotch signaling pathway106/8552172/187231.74e-051.55e-04106
GO:01401128EsophagusESCCextracellular vesicle biogenesis20/855223/187234.97e-053.86e-0420
GO:0045746EsophagusESCCnegative regulation of Notch signaling pathway28/855236/187238.62e-056.22e-0428
GO:00085935EsophagusESCCregulation of Notch signaling pathway59/855295/187239.12e-044.65e-0359
GO:01401125LiverCirrhoticextracellular vesicle biogenesis14/463423/187232.50e-042.26e-0314
GO:014011211LiverHCCextracellular vesicle biogenesis17/795823/187232.28e-031.13e-0217
GO:00072196Oral cavityOSCCNotch signaling pathway92/7305172/187237.84e-056.08e-0492
GO:00085934Oral cavityOSCCregulation of Notch signaling pathway53/730595/187236.64e-043.72e-0353
GO:01401127Oral cavityOSCCextracellular vesicle biogenesis17/730523/187237.28e-043.98e-0317
GO:014011213Oral cavityLPextracellular vesicle biogenesis14/462323/187232.44e-042.59e-0314
GO:000859311Oral cavityLPregulation of Notch signaling pathway35/462395/187235.53e-033.34e-0235
GO:000721913Oral cavityLPNotch signaling pathway57/4623172/187237.60e-034.18e-0257
GO:01401126ProstateBPHextracellular vesicle biogenesis12/310723/187239.46e-058.88e-0412
GO:00072195ProstateBPHNotch signaling pathway41/3107172/187238.95e-033.83e-0241
GO:014011212ProstateTumorextracellular vesicle biogenesis12/324623/187231.47e-041.33e-0312
GO:000721912ProstateTumorNotch signaling pathway44/3246172/187234.02e-032.04e-0244
GO:01401129SkincSCCextracellular vesicle biogenesis15/486423/187238.72e-058.21e-0415
GO:000721922SkincSCCNotch signaling pathway60/4864172/187235.82e-032.87e-0260
GO:014011210ThyroidPTCextracellular vesicle biogenesis18/596823/187236.38e-067.63e-0518
GO:00072199ThyroidPTCNotch signaling pathway70/5968172/187238.82e-033.67e-0270
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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
ARRDC1insertionFrame_Shift_Insnovelc.1228_1229insGTGTTCCGGATTTTCAGCATGAp.Tyr410CysfsTer11p.Y410Cfs*11Q8N5I2protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
ARRDC1SNVMissense_Mutationrs368553334c.565N>Ap.Val189Ilep.V189IQ8N5I2protein_codingtolerated(1)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARRDC1SNVMissense_Mutationnovelc.610N>Gp.Leu204Valp.L204VQ8N5I2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-VS-A9UP-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ARRDC1SNVMissense_Mutationnovelc.211C>Ap.Leu71Metp.L71MQ8N5I2protein_codingdeleterious(0.01)probably_damaging(0.964)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ARRDC1SNVMissense_Mutationnovelc.340G>Ap.Ala114Thrp.A114TQ8N5I2protein_codingtolerated(0.96)benign(0.003)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ARRDC1SNVMissense_Mutationc.865G>Ap.Ala289Thrp.A289TQ8N5I2protein_codingtolerated(0.29)benign(0)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ARRDC1SNVMissense_Mutationrs376105916c.655G>Ap.Val219Ilep.V219IQ8N5I2protein_codingtolerated(0.14)benign(0.053)TCGA-D5-6927-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ARRDC1SNVMissense_Mutationc.731T>Cp.Val244Alap.V244AQ8N5I2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ARRDC1SNVMissense_Mutationnovelc.795N>Tp.Gln265Hisp.Q265HQ8N5I2protein_codingdeleterious(0)probably_damaging(0.986)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ARRDC1SNVMissense_Mutationc.241N>Ap.Ala81Thrp.A81TQ8N5I2protein_codingtolerated(0.34)benign(0.027)TCGA-AJ-A8CW-01Endometriumuterine corpus endometrioid carcinomaFemale<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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