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: ARL13B

Gene summary for ARL13B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARL13B

Gene ID

200894

Gene nameADP ribosylation factor like GTPase 13B
Gene AliasARL2L1
Cytomap3q11.1-q11.2
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q3SXY8


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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
200894ARL13BLZE2THumanEsophagusESCC1.73e-044.33e-010.082
200894ARL13BLZE4THumanEsophagusESCC1.84e-082.99e-010.0811
200894ARL13BLZE7THumanEsophagusESCC2.83e-051.85e-010.0667
200894ARL13BLZE22D1HumanEsophagusHGIN2.36e-021.38e-010.0595
200894ARL13BLZE24THumanEsophagusESCC3.31e-134.75e-010.0596
200894ARL13BP1T-EHumanEsophagusESCC9.24e-054.44e-010.0875
200894ARL13BP2T-EHumanEsophagusESCC8.41e-243.47e-010.1177
200894ARL13BP4T-EHumanEsophagusESCC2.71e-461.01e+000.1323
200894ARL13BP5T-EHumanEsophagusESCC1.94e-275.26e-010.1327
200894ARL13BP8T-EHumanEsophagusESCC2.23e-295.05e-010.0889
200894ARL13BP9T-EHumanEsophagusESCC4.65e-174.24e-010.1131
200894ARL13BP10T-EHumanEsophagusESCC1.22e-539.86e-010.116
200894ARL13BP11T-EHumanEsophagusESCC3.12e-221.06e+000.1426
200894ARL13BP12T-EHumanEsophagusESCC1.62e-194.67e-010.1122
200894ARL13BP15T-EHumanEsophagusESCC8.35e-121.38e-010.1149
200894ARL13BP16T-EHumanEsophagusESCC1.82e-307.36e-010.1153
200894ARL13BP17T-EHumanEsophagusESCC5.31e-063.61e-010.1278
200894ARL13BP19T-EHumanEsophagusESCC2.09e-035.42e-010.1662
200894ARL13BP20T-EHumanEsophagusESCC7.77e-152.66e-010.1124
200894ARL13BP21T-EHumanEsophagusESCC4.91e-164.26e-010.1617
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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
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
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:199077818EsophagusHGINprotein localization to cell periphery71/2587333/187231.05e-042.24e-0371
GO:199077819EsophagusESCCprotein localization to cell periphery217/8552333/187234.08e-131.88e-11217
GO:00219159EsophagusESCCneural tube development101/8552152/187231.78e-072.79e-06101
GO:006056210EsophagusESCCepithelial tube morphogenesis187/8552325/187239.95e-069.44e-05187
GO:001003827EsophagusESCCresponse to metal ion208/8552373/187235.02e-053.90e-04208
GO:00485687EsophagusESCCembryonic organ development228/8552427/187237.28e-043.79e-03228
GO:19055153EsophagusESCCnon-motile cilium assembly39/855261/187233.08e-031.28e-0239
GO:19907787LungIACprotein localization to cell periphery66/2061333/187231.44e-067.22e-0566
GO:00605624LungIACepithelial tube morphogenesis63/2061325/187235.28e-062.07e-0463
GO:1905515LungIACnon-motile cilium assembly16/206161/187237.09e-049.50e-0316
GO:00100388LungIACresponse to metal ion61/2061373/187231.02e-031.22e-0261
GO:00309002LungIACforebrain development61/2061379/187231.52e-031.61e-0261
GO:0060271LungIACcilium assembly55/2061337/187231.84e-031.88e-0255
GO:00219155LungIACneural tube development29/2061152/187232.19e-032.15e-0229
GO:0044782LungIACcilium organization58/2061368/187233.15e-032.75e-0258
GO:00485684LungIACembryonic organ development64/2061427/187236.46e-034.59e-0264
GO:0022029LungIACtelencephalon cell migration13/206156/187236.78e-034.73e-0213
GO:199077812LungAISprotein localization to cell periphery64/1849333/187231.42e-071.48e-0564
GO:006056211LungAISepithelial tube morphogenesis57/1849325/187231.27e-054.78e-0457
GO:001003813LungAISresponse to metal ion57/1849373/187235.80e-049.01e-0357
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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
ARL13BSNVMissense_Mutationc.685G>Cp.Glu229Glnp.E229QQ3SXY8protein_codingdeleterious(0.03)benign(0.169)TCGA-AR-A251-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
ARL13BSNVMissense_Mutationnovelc.693N>Tp.Lys231Asnp.K231NQ3SXY8protein_codingdeleterious(0.03)benign(0.007)TCGA-DG-A2KJ-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
ARL13BSNVMissense_Mutationc.761N>Tp.Thr254Metp.T254MQ3SXY8protein_codingtolerated(0.13)benign(0.001)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
ARL13BSNVMissense_Mutationc.16G>Ap.Ala6Thrp.A6TQ3SXY8protein_codingtolerated(0.08)benign(0.011)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ARL13BSNVMissense_Mutationc.897N>Cp.Glu299Aspp.E299DQ3SXY8protein_codingtolerated(0.78)benign(0.005)TCGA-AA-3837-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ARL13BSNVMissense_Mutationnovelc.362N>Tp.Ser121Leup.S121LQ3SXY8protein_codingdeleterious(0)possibly_damaging(0.557)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ARL13BSNVMissense_Mutationnovelc.656N>Tp.Arg219Ilep.R219IQ3SXY8protein_codingdeleterious(0)probably_damaging(0.947)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ARL13BSNVMissense_Mutationc.1187N>Gp.Pro396Argp.P396RQ3SXY8protein_codingdeleterious(0)possibly_damaging(0.844)TCGA-D5-6535-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ARL13BSNVMissense_Mutationc.761C>Tp.Thr254Metp.T254MQ3SXY8protein_codingtolerated(0.13)benign(0.001)TCGA-NH-A50V-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilCR
ARL13BSNVMissense_Mutationc.253N>Cp.Tyr85Hisp.Y85HQ3SXY8protein_codingdeleterious(0.04)probably_damaging(0.94)TCGA-NH-A5IV-01Colorectumcolon 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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