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: ARL8B

Gene summary for ARL8B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARL8B

Gene ID

55207

Gene nameADP ribosylation factor like GTPase 8B
Gene AliasARL10C
Cytomap3p26.1
Gene Typeprotein-coding
GO ID

GO:0001778

UniProtAcc

A0A024R2D4


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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
55207ARL8BCCI_1HumanCervixCC1.98e-025.86e-010.528
55207ARL8BCCI_2HumanCervixCC3.38e-058.49e-010.5249
55207ARL8BCCI_3HumanCervixCC2.20e-069.81e-010.516
55207ARL8Bsample3HumanCervixCC4.99e-041.84e-010.1387
55207ARL8BT3HumanCervixCC9.18e-042.03e-010.1389
55207ARL8BLZE4THumanEsophagusESCC1.37e-177.25e-010.0811
55207ARL8BLZE7THumanEsophagusESCC5.00e-032.78e-010.0667
55207ARL8BLZE8THumanEsophagusESCC7.27e-044.46e-020.067
55207ARL8BLZE20THumanEsophagusESCC6.17e-072.10e-010.0662
55207ARL8BLZE24THumanEsophagusESCC3.92e-103.23e-010.0596
55207ARL8BLZE21THumanEsophagusESCC3.54e-022.40e-020.0655
55207ARL8BLZE6THumanEsophagusESCC1.16e-021.09e-010.0845
55207ARL8BP2T-EHumanEsophagusESCC1.27e-251.06e-010.1177
55207ARL8BP4T-EHumanEsophagusESCC3.63e-299.03e-010.1323
55207ARL8BP5T-EHumanEsophagusESCC2.37e-681.63e+000.1327
55207ARL8BP8T-EHumanEsophagusESCC7.72e-271.40e-010.0889
55207ARL8BP9T-EHumanEsophagusESCC4.25e-113.60e-010.1131
55207ARL8BP10T-EHumanEsophagusESCC1.46e-162.92e-010.116
55207ARL8BP11T-EHumanEsophagusESCC1.19e-065.70e-010.1426
55207ARL8BP12T-EHumanEsophagusESCC3.38e-247.13e-010.1122
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00991113Oral cavityOSCCmicrotubule-based transport96/7305190/187237.92e-044.27e-0396
GO:00083332Oral cavityOSCCendosome to lysosome transport33/730555/187231.30e-036.46e-0333
GO:000250410Oral cavityOSCCantigen processing and presentation of peptide or polysaccharide antigen via MHC class II23/730536/187232.19e-039.95e-0323
GO:00080891Oral cavityOSCCanterograde axonal transport29/730550/187235.01e-031.96e-0229
GO:0032366Oral cavityOSCCintracellular sterol transport18/730529/187231.00e-023.49e-0218
GO:0032367Oral cavityOSCCintracellular cholesterol transport18/730529/187231.00e-023.49e-0218
GO:0016032110Oral cavityLPviral process211/4623415/187234.06e-313.18e-28211
GO:0019058110Oral cavityLPviral life cycle161/4623317/187235.99e-242.21e-21161
GO:001623615Oral cavityLPmacroautophagy135/4623291/187234.71e-166.70e-14135
GO:0051701110Oral cavityLPbiological process involved in interaction with host100/4623203/187232.72e-143.10e-12100
GO:0044403110Oral cavityLPbiological process involved in symbiotic interaction130/4623290/187234.23e-144.64e-12130
GO:0052126110Oral cavityLPmovement in host environment87/4623175/187236.65e-135.79e-1187
GO:001605013Oral cavityLPvesicle organization128/4623300/187234.96e-123.98e-10128
GO:000703415Oral cavityLPvacuolar transport74/4623157/187237.85e-103.70e-0874
GO:001619714Oral cavityLPendosomal transport98/4623230/187231.65e-097.50e-0898
GO:000703313Oral cavityLPvacuole organization79/4623180/187231.26e-084.74e-0779
GO:001907613Oral cavityLPviral release from host cell23/462334/187231.54e-074.84e-0623
GO:003589013Oral cavityLPexit from host23/462334/187231.54e-074.84e-0623
GO:003589113Oral cavityLPexit from host cell23/462334/187231.54e-074.84e-0623
GO:001648214Oral cavityLPcytosolic transport69/4623168/187232.03e-064.65e-0569
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513220CervixCCSalmonella infection74/1267249/84651.33e-092.54e-081.50e-0874
hsa05132110CervixCCSalmonella infection74/1267249/84651.33e-092.54e-081.50e-0874
hsa05132211EsophagusESCCSalmonella infection191/4205249/84656.51e-195.45e-172.79e-17191
hsa05132310EsophagusESCCSalmonella infection191/4205249/84656.51e-195.45e-172.79e-17191
hsa0513242LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513252LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513216LungIACSalmonella infection52/1053249/84659.46e-051.28e-038.50e-0452
hsa0513217LungIACSalmonella infection52/1053249/84659.46e-051.28e-038.50e-0452
hsa0513223LungAISSalmonella infection50/961249/84653.47e-055.62e-043.59e-0450
hsa0513233LungAISSalmonella infection50/961249/84653.47e-055.62e-043.59e-0450
hsa0513230Oral cavityOSCCSalmonella infection174/3704249/84652.67e-171.49e-157.58e-16174
hsa05132114Oral cavityOSCCSalmonella infection174/3704249/84652.67e-171.49e-157.58e-16174
hsa05132210Oral cavityLPSalmonella infection128/2418249/84651.17e-142.79e-131.80e-13128
hsa0513238Oral cavityLPSalmonella infection128/2418249/84651.17e-142.79e-131.80e-13128
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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
ARL8BSNVMissense_Mutationc.515N>Gp.Ile172Serp.I172SQ9NVJ2protein_codingtolerated(0.21)benign(0.031)TCGA-AN-A0XN-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ARL8BSNVMissense_Mutationrs766948599c.323G>Ap.Arg108Glnp.R108QQ9NVJ2protein_codingtolerated(0.06)benign(0.006)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ARL8BSNVMissense_Mutationc.344N>Cp.Leu115Prop.L115PQ9NVJ2protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
ARL8BSNVMissense_Mutationrs780847749c.460N>Ap.Asp154Asnp.D154NQ9NVJ2protein_codingtolerated(0.19)benign(0.031)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
ARL8BSNVMissense_Mutationc.150N>Gp.Ile50Metp.I50MQ9NVJ2protein_codingdeleterious(0)probably_damaging(0.946)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ARL8BSNVMissense_Mutationnovelc.308N>Gp.Lys103Argp.K103RQ9NVJ2protein_codingtolerated(0.09)probably_damaging(0.966)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ARL8BSNVMissense_Mutationrs747994602c.193G>Ap.Val65Ilep.V65IQ9NVJ2protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-F4-6704-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownSD
ARL8BSNVMissense_Mutationnovelc.538N>Tp.His180Tyrp.H180YQ9NVJ2protein_codingtolerated(0.09)possibly_damaging(0.855)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARL8BSNVMissense_Mutationnovelc.398A>Gp.Asp133Glyp.D133GQ9NVJ2protein_codingdeleterious(0)probably_damaging(0.97)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ARL8BSNVMissense_Mutationrs747994602c.193G>Ap.Val65Ilep.V65IQ9NVJ2protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
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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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