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: ARL8A

Gene summary for ARL8A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARL8A

Gene ID

127829

Gene nameADP ribosylation factor like GTPase 8A
Gene AliasARL10B
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A087X2J2


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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
127829ARL8ALZE24THumanEsophagusESCC5.59e-112.23e-010.0596
127829ARL8ALZE21THumanEsophagusESCC4.47e-052.09e-010.0655
127829ARL8AP1T-EHumanEsophagusESCC4.78e-032.18e-010.0875
127829ARL8AP2T-EHumanEsophagusESCC3.51e-091.77e-010.1177
127829ARL8AP4T-EHumanEsophagusESCC1.42e-234.87e-010.1323
127829ARL8AP5T-EHumanEsophagusESCC3.42e-224.37e-010.1327
127829ARL8AP8T-EHumanEsophagusESCC2.30e-178.34e-020.0889
127829ARL8AP9T-EHumanEsophagusESCC1.28e-102.66e-010.1131
127829ARL8AP10T-EHumanEsophagusESCC1.29e-102.50e-010.116
127829ARL8AP11T-EHumanEsophagusESCC4.28e-073.02e-010.1426
127829ARL8AP12T-EHumanEsophagusESCC3.95e-191.72e-010.1122
127829ARL8AP15T-EHumanEsophagusESCC8.29e-212.53e-010.1149
127829ARL8AP16T-EHumanEsophagusESCC2.15e-061.34e-010.1153
127829ARL8AP17T-EHumanEsophagusESCC2.66e-041.25e-010.1278
127829ARL8AP20T-EHumanEsophagusESCC1.61e-111.55e-010.1124
127829ARL8AP21T-EHumanEsophagusESCC1.70e-182.45e-010.1617
127829ARL8AP22T-EHumanEsophagusESCC2.63e-161.97e-010.1236
127829ARL8AP23T-EHumanEsophagusESCC6.52e-113.18e-010.108
127829ARL8AP24T-EHumanEsophagusESCC1.01e-111.48e-010.1287
127829ARL8AP26T-EHumanEsophagusESCC1.17e-222.82e-010.1276
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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:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:003070518EsophagusESCCcytoskeleton-dependent intracellular transport133/8552195/187231.48e-104.27e-09133
GO:001097013EsophagusESCCtransport along microtubule107/8552155/187233.17e-096.80e-08107
GO:000808810EsophagusESCCaxo-dendritic transport58/855275/187232.09e-084.02e-0758
GO:00989304EsophagusESCCaxonal transport49/855264/187234.54e-076.15e-0649
GO:00991114EsophagusESCCmicrotubule-based transport115/8552190/187232.54e-052.15e-04115
GO:00080892EsophagusESCCanterograde axonal transport37/855250/187234.42e-053.51e-0437
GO:003070511LiverCirrhoticcytoskeleton-dependent intracellular transport68/4634195/187239.54e-046.77e-0368
GO:000808811LiverCirrhoticaxo-dendritic transport29/463475/187235.24e-032.69e-0229
GO:00109701LiverCirrhotictransport along microtubule52/4634155/187238.42e-033.91e-0252
GO:0007059LiverHCCchromosome segregation197/7958346/187233.57e-087.87e-07197
GO:00080882LiverHCCaxo-dendritic transport52/795875/187232.34e-063.14e-0552
GO:003070521LiverHCCcytoskeleton-dependent intracellular transport111/7958195/187233.25e-053.28e-04111
GO:0098930LiverHCCaxonal transport43/795864/187235.73e-055.31e-0443
GO:00109702LiverHCCtransport along microtubule90/7958155/187236.49e-055.92e-0490
GO:0008089LiverHCCanterograde axonal transport32/795850/187231.76e-039.12e-0332
GO:00070592Oral cavityOSCCchromosome segregation206/7305346/187235.82e-153.76e-13206
GO:003070510Oral cavityOSCCcytoskeleton-dependent intracellular transport113/7305195/187236.03e-081.09e-06113
GO:00109706Oral cavityOSCCtransport along microtubule88/7305155/187235.35e-066.02e-0588
GO:00080889Oral cavityOSCCaxo-dendritic transport46/730575/187237.44e-055.81e-0446
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05132211EsophagusESCCSalmonella infection191/4205249/84656.51e-195.45e-172.79e-17191
hsa05132310EsophagusESCCSalmonella infection191/4205249/84656.51e-195.45e-172.79e-17191
hsa0513222LiverCirrhoticSalmonella infection121/2530249/84652.47e-105.13e-093.16e-09121
hsa0513232LiverCirrhoticSalmonella infection121/2530249/84652.47e-105.13e-093.16e-09121
hsa0513242LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513252LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513230Oral cavityOSCCSalmonella infection174/3704249/84652.67e-171.49e-157.58e-16174
hsa05132114Oral cavityOSCCSalmonella infection174/3704249/84652.67e-171.49e-157.58e-16174
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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
ARL8AinsertionIn_Frame_Insnovelc.246_247insATAp.Trp82_Glu83insIlep.W82_E83insIQ96BM9protein_codingTCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ARL8ASNVMissense_Mutationnovelc.172N>Tp.Arg58Cysp.R58CQ96BM9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ARL8ASNVMissense_Mutationc.371N>Tp.Pro124Leup.P124LQ96BM9protein_codingdeleterious(0)probably_damaging(1)TCGA-G4-6586-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ARL8ASNVMissense_Mutationnovelc.236N>Ap.Arg79Hisp.R79HQ96BM9protein_codingdeleterious(0)possibly_damaging(0.895)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
ARL8ASNVMissense_Mutationc.540C>Ap.His180Glnp.H180QQ96BM9protein_codingdeleterious(0.04)benign(0.046)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ARL8ASNVMissense_Mutationnovelc.226N>Tp.Pro76Serp.P76SQ96BM9protein_codingdeleterious(0.03)possibly_damaging(0.643)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARL8ASNVMissense_Mutationnovelc.139N>Ap.Glu47Lysp.E47KQ96BM9protein_codingdeleterious(0.02)possibly_damaging(0.903)TCGA-AX-A2H4-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownPD
ARL8ASNVMissense_Mutationc.385N>Cp.Gly129Argp.G129RQ96BM9protein_codingdeleterious(0)probably_damaging(1)TCGA-DD-A113-01Liverliver hepatocellular carcinomaFemale<65I/IIUnknownUnknownPD
ARL8ASNVMissense_Mutationnovelc.305N>Tp.Glu102Valp.E102VQ96BM9protein_codingdeleterious(0.01)benign(0.263)TCGA-86-8673-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownPD
ARL8ASNVMissense_Mutationc.557N>Ap.Ser186Asnp.S186NQ96BM9protein_codingtolerated_low_confidence(0.08)benign(0.007)TCGA-MP-A5C7-01Lunglung adenocarcinomaFemale>=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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