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:001603210CervixCCviral process109/2311415/187235.40e-156.46e-12109
GO:004206010CervixCCwound healing109/2311422/187231.84e-141.57e-11109
GO:001905810CervixCCviral life cycle87/2311317/187232.20e-131.20e-1087
GO:005212610CervixCCmovement in host environment52/2311175/187237.03e-108.76e-0852
GO:005170110CervixCCbiological process involved in interaction with host57/2311203/187231.18e-091.41e-0757
GO:004440310CervixCCbiological process involved in symbiotic interaction71/2311290/187237.94e-096.98e-0771
GO:001988210CervixCCantigen processing and presentation32/2311106/187238.61e-073.08e-0532
GO:00025048CervixCCantigen processing and presentation of peptide or polysaccharide antigen via MHC class II16/231136/187231.76e-065.76e-0516
GO:00162367CervixCCmacroautophagy58/2311291/187231.40e-041.70e-0358
GO:00161977CervixCCendosomal transport48/2311230/187231.65e-041.97e-0348
GO:00070347CervixCCvacuolar transport34/2311157/187237.03e-046.40e-0334
GO:00307057CervixCCcytoskeleton-dependent intracellular transport40/2311195/187237.92e-046.99e-0340
GO:00019067CervixCCcell killing37/2311188/187232.61e-031.80e-0237
GO:00160506CervixCCvesicle organization54/2311300/187232.71e-031.85e-0254
GO:00164827CervixCCcytosolic transport33/2311168/187234.43e-032.70e-0233
GO:0002443CervixCCleukocyte mediated immunity73/2311440/187235.01e-032.98e-0273
GO:00070416CervixCClysosomal transport24/2311114/187235.81e-033.33e-0224
GO:0006909CervixCCphagocytosis53/2311308/187237.49e-034.01e-0253
GO:00070092CervixCCplasma membrane organization28/2311142/187237.85e-034.14e-0228
GO:00068873CervixCCexocytosis59/2311352/187238.74e-034.48e-0259
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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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