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: ARL3

Gene summary for ARL3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARL3

Gene ID

403

Gene nameADP ribosylation factor like GTPase 3
Gene AliasARFL3
Cytomap10q24.32
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

P36405


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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
403ARL3AEH-subject1HumanEndometriumAEH1.94e-08-2.80e-01-0.3059
403ARL3AEH-subject2HumanEndometriumAEH6.44e-08-3.06e-01-0.2525
403ARL3AEH-subject3HumanEndometriumAEH4.25e-05-8.84e-02-0.2576
403ARL3AEH-subject4HumanEndometriumAEH1.77e-04-3.83e-02-0.2657
403ARL3AEH-subject5HumanEndometriumAEH6.67e-04-2.90e-01-0.2953
403ARL3EEC-subject2HumanEndometriumEEC5.98e-16-4.47e-01-0.2607
403ARL3EEC-subject3HumanEndometriumEEC4.63e-31-4.78e-01-0.2525
403ARL3EEC-subject4HumanEndometriumEEC2.23e-02-1.35e-01-0.2571
403ARL3EEC-subject5HumanEndometriumEEC2.88e-11-3.34e-01-0.249
403ARL3GSM5276934HumanEndometriumEEC4.57e-12-4.26e-01-0.0913
403ARL3GSM5276937HumanEndometriumEEC2.31e-10-4.20e-01-0.0897
403ARL3GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.52e-28-5.00e-01-0.1869
403ARL3GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.56e-28-4.60e-01-0.1875
403ARL3GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC5.07e-30-5.33e-01-0.1883
403ARL3GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.28e-26-1.90e-01-0.1934
403ARL3GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC9.41e-43-5.03e-01-0.1917
403ARL3GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC3.87e-37-5.23e-01-0.1916
403ARL3GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC3.53e-09-3.65e-01-0.1269
403ARL3LZE4THumanEsophagusESCC1.17e-041.62e-010.0811
403ARL3LZE5THumanEsophagusESCC5.27e-035.87e-010.0514
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:190290316EndometriumAEHregulation of supramolecular fiber organization83/2100383/187232.20e-091.78e-0783
GO:004325416EndometriumAEHregulation of protein-containing complex assembly83/2100428/187233.90e-071.63e-0583
GO:19907789EndometriumAEHprotein localization to cell periphery68/2100333/187236.38e-072.38e-0568
GO:005125816EndometriumAEHprotein polymerization62/2100297/187239.04e-073.19e-0562
GO:190290516EndometriumAEHpositive regulation of supramolecular fiber organization48/2100209/187239.11e-073.20e-0548
GO:003133416EndometriumAEHpositive regulation of protein-containing complex assembly52/2100237/187231.43e-064.60e-0552
GO:00016556EndometriumAEHurogenital system development67/2100338/187232.30e-066.76e-0567
GO:00720015EndometriumAEHrenal system development61/2100302/187233.43e-069.24e-0561
GO:00481939EndometriumAEHGolgi vesicle transport60/2100296/187233.65e-069.79e-0560
GO:003227116EndometriumAEHregulation of protein polymerization50/2100233/187234.43e-061.16e-0450
GO:00009108EndometriumAEHcytokinesis40/2100173/187236.01e-061.49e-0440
GO:005149514EndometriumAEHpositive regulation of cytoskeleton organization47/2100226/187232.00e-054.05e-0447
GO:00018224EndometriumAEHkidney development57/2100293/187232.25e-054.35e-0457
GO:003227315EndometriumAEHpositive regulation of protein polymerization32/2100138/187234.64e-057.71e-0432
GO:00616403EndometriumAEHcytoskeleton-dependent cytokinesis24/2100100/187232.27e-042.75e-0324
GO:00307058EndometriumAEHcytoskeleton-dependent intracellular transport38/2100195/187234.72e-044.91e-0338
GO:00002813EndometriumAEHmitotic cytokinesis17/210071/187231.82e-031.45e-0217
GO:00311165EndometriumAEHpositive regulation of microtubule polymerization10/210033/187232.51e-031.87e-0210
GO:00311125EndometriumAEHpositive regulation of microtubule polymerization or depolymerization10/210037/187236.23e-033.70e-0210
GO:00311135EndometriumAEHregulation of microtubule polymerization13/210055/187236.76e-033.94e-0213
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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
ARL3SNVMissense_Mutationc.412N>Cp.Glu138Glnp.E138QP36405protein_codingtolerated(0.06)possibly_damaging(0.647)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ARL3SNVMissense_Mutationc.153N>Gp.Phe51Leup.F51LP36405protein_codingdeleterious(0)possibly_damaging(0.688)TCGA-WL-A834-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelSD
ARL3SNVMissense_Mutationrs150077149c.395N>Tp.Thr132Ilep.T132IP36405protein_codingdeleterious(0.02)benign(0.431)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
ARL3SNVMissense_Mutationnovelc.543N>Tp.Lys181Asnp.K181NP36405protein_codingdeleterious(0.03)benign(0.186)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ARL3SNVMissense_Mutationnovelc.384N>Tp.Gln128Hisp.Q128HP36405protein_codingdeleterious(0.01)probably_damaging(1)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ARL3SNVMissense_Mutationrs757334225c.52G>Ap.Val18Metp.V18MP36405protein_codingtolerated(1)benign(0.328)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARL3SNVMissense_Mutationrs368901451c.23N>Ap.Arg8Hisp.R8HP36405protein_codingdeleterious(0)possibly_damaging(0.889)TCGA-EY-A549-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ARL3SNVMissense_Mutationnovelc.359N>Ap.Pro120Glnp.P120QP36405protein_codingdeleterious(0)probably_damaging(0.997)TCGA-QS-A744-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycarboplatinSD
ARL3SNVMissense_Mutationrs368901451c.23N>Ap.Arg8Hisp.R8HP36405protein_codingdeleterious(0)possibly_damaging(0.889)TCGA-DD-AACG-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownPD
ARL3SNVMissense_Mutationnovelc.197G>Tp.Trp66Leup.W66LP36405protein_codingdeleterious(0)probably_damaging(0.961)TCGA-05-4396-01Lunglung adenocarcinomaMale>=65III/IVUnknownUnknownSD
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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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