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: ARL4A

Gene summary for ARL4A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARL4A

Gene ID

10124

Gene nameADP ribosylation factor like GTPase 4A
Gene AliasARL4
Cytomap7p21.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A024R9Z2


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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
10124ARL4ALN46HumanOral cavityOSCC8.04e-079.18e-010.1666
10124ARL4ALP15HumanOral cavityLP7.75e-051.33e+000.2174
10124ARL4ALP17HumanOral cavityLP1.04e-037.73e-010.2349
10124ARL4ASYSMH1HumanOral cavityOSCC1.11e-104.59e-010.1127
10124ARL4ASYSMH2HumanOral cavityOSCC9.97e-054.98e-010.2326
10124ARL4ASYSMH3HumanOral cavityOSCC1.15e-042.11e-010.2442
10124ARL4ASYSMH4HumanOral cavityOSCC3.23e-044.33e-010.1226
10124ARL4ASYSMH6HumanOral cavityOSCC4.76e-116.46e-010.1275
10124ARL4AP4_S8_cSCCHumanSkincSCC3.82e-031.94e-01-0.3095
10124ARL4AP5_S10_cSCCHumanSkincSCC2.86e-305.15e-01-0.299
10124ARL4AP1_cSCCHumanSkincSCC1.26e-065.74e-010.0292
10124ARL4AP2_cSCCHumanSkincSCC5.75e-157.09e-01-0.024
10124ARL4AP4_cSCCHumanSkincSCC4.93e-217.78e-01-0.00290000000000005
10124ARL4AP10_cSCCHumanSkincSCC6.32e-169.05e-010.1017
10124ARL4AcSCC_p1HumanSkincSCC7.51e-114.60e-01-0.1916
10124ARL4AcSCC_p10HumanSkincSCC3.68e-063.29e-01-0.2095
10124ARL4AcSCC_p4HumanSkincSCC2.55e-041.95e-02-0.2022
10124ARL4AcSCC_p7HumanSkincSCC6.77e-05-3.09e-01-0.2332
10124ARL4AcSCC_p8HumanSkincSCC1.86e-072.08e-01-0.1971
10124ARL4AcSCC_p9HumanSkincSCC1.75e-132.97e-01-0.1991
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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
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
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:00454444BreastPrecancerfat cell differentiation26/1080229/187237.60e-049.04e-0326
GO:004544412BreastIDCfat cell differentiation30/1434229/187232.72e-032.41e-0230
GO:004544421BreastDCISfat cell differentiation30/1390229/187231.70e-031.68e-0230
GO:00454445CervixCCfat cell differentiation53/2311229/187233.72e-069.75e-0553
GO:0050873CervixCCbrown fat cell differentiation13/231150/187236.42e-033.58e-0213
GO:00454449EsophagusESCCfat cell differentiation135/8552229/187233.38e-052.78e-04135
GO:00454442LiverCirrhoticfat cell differentiation73/4634229/187238.57e-033.97e-0273
GO:00454441LiverHCCfat cell differentiation120/7958229/187231.52e-038.05e-03120
GO:00454448Oral cavityOSCCfat cell differentiation120/7305229/187232.48e-052.32e-04120
GO:004544418ThyroidPTCfat cell differentiation102/5968229/187233.66e-053.40e-04102
GO:004544423ThyroidATCfat cell differentiation105/6293229/187237.42e-055.62e-04105
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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
ARL4ASNVMissense_Mutationc.415N>Gp.Arg139Glyp.R139GP40617protein_codingtolerated(0.05)benign(0.383)TCGA-A2-A1G0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
ARL4ASNVMissense_Mutationnovelc.340G>Ap.Glu114Lysp.E114KP40617protein_codingdeleterious(0)probably_damaging(0.998)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ARL4ASNVMissense_Mutationnovelc.368A>Cp.Glu123Alap.E123AP40617protein_codingdeleterious(0.05)benign(0.083)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ARL4ASNVMissense_Mutationnovelc.99G>Tp.Lys33Asnp.K33NP40617protein_codingdeleterious(0)probably_damaging(0.999)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ARL4ASNVMissense_Mutationnovelc.414G>Cp.Leu138Phep.L138FP40617protein_codingdeleterious(0)probably_damaging(0.961)TCGA-AJ-A3QS-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinCR
ARL4ASNVMissense_Mutationrs749392270c.316N>Ap.Glu106Lysp.E106KP40617protein_codingdeleterious(0.01)probably_damaging(0.918)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARL4ASNVMissense_Mutationnovelc.104N>Tp.Thr35Ilep.T35IP40617protein_codingdeleterious(0)probably_damaging(0.975)TCGA-AP-A1DO-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARL4ASNVMissense_Mutationc.71T>Cp.Val24Alap.V24AP40617protein_codingtolerated(0.21)benign(0.031)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARL4ASNVMissense_Mutationnovelc.542A>Gp.Lys181Argp.K181RP40617protein_codingtolerated(0.42)benign(0.021)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARL4ASNVMissense_Mutationnovelc.377G>Ap.Gly126Glup.G126EP40617protein_codingdeleterious(0.03)probably_damaging(0.993)TCGA-D1-A1NS-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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