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: RAB24

Gene summary for RAB24

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RAB24

Gene ID

53917

Gene nameRAB24, member RAS oncogene family
Gene AliasRAB24
Cytomap5q35.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q969Q5


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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
53917RAB24P42T-EHumanEsophagusESCC1.02e-245.11e-010.1175
53917RAB24P44T-EHumanEsophagusESCC3.07e-256.01e-010.1096
53917RAB24P47T-EHumanEsophagusESCC3.39e-233.91e-010.1067
53917RAB24P48T-EHumanEsophagusESCC1.03e-315.61e-010.0959
53917RAB24P49T-EHumanEsophagusESCC1.53e-211.20e+000.1768
53917RAB24P52T-EHumanEsophagusESCC1.39e-417.10e-010.1555
53917RAB24P54T-EHumanEsophagusESCC1.94e-285.24e-010.0975
53917RAB24P56T-EHumanEsophagusESCC2.55e-181.34e+000.1613
53917RAB24P57T-EHumanEsophagusESCC3.25e-457.45e-010.0926
53917RAB24P61T-EHumanEsophagusESCC3.31e-183.39e-010.099
53917RAB24P62T-EHumanEsophagusESCC7.64e-751.03e+000.1302
53917RAB24P65T-EHumanEsophagusESCC1.60e-193.65e-010.0978
53917RAB24P74T-EHumanEsophagusESCC7.20e-357.62e-010.1479
53917RAB24P75T-EHumanEsophagusESCC7.67e-356.26e-010.1125
53917RAB24P76T-EHumanEsophagusESCC4.33e-387.54e-010.1207
53917RAB24P79T-EHumanEsophagusESCC4.93e-244.09e-010.1154
53917RAB24P80T-EHumanEsophagusESCC1.57e-531.19e+000.155
53917RAB24P82T-EHumanEsophagusESCC4.84e-321.08e+000.1072
53917RAB24P83T-EHumanEsophagusESCC1.11e-591.29e+000.1738
53917RAB24P84T-EHumanEsophagusESCC3.72e-207.87e-010.0933
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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
∗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
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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
RAB24SNVMissense_Mutationrs146377924c.605N>Gp.His202Argp.H202RQ969Q5protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.95)TCGA-A2-A0EN-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
RAB24SNVMissense_Mutationnovelc.213G>Tp.Glu71Aspp.E71DQ969Q5protein_codingtolerated(0.17)benign(0.05)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RAB24SNVMissense_Mutationc.397C>Tp.Arg133Cysp.R133CQ969Q5protein_codingtolerated(0.05)possibly_damaging(0.671)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
RAB24SNVMissense_Mutationrs777474622c.517N>Ap.Val173Ilep.V173IQ969Q5protein_codingtolerated(0.35)benign(0.019)TCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RAB24SNVMissense_Mutationc.193N>Ap.Ala65Thrp.A65TQ969Q5protein_codingdeleterious(0)probably_damaging(0.962)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RAB24SNVMissense_Mutationnovelc.422A>Gp.Asp141Glyp.D141GQ969Q5protein_codingtolerated(0.06)benign(0.296)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RAB24SNVMissense_Mutationc.136N>Ap.Val46Metp.V46MQ969Q5protein_codingtolerated(0.06)possibly_damaging(0.84)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RAB24SNVMissense_Mutationc.164G>Ap.Arg55Glnp.R55QQ969Q5protein_codingtolerated(0.38)benign(0.007)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
RAB24SNVMissense_Mutationnovelc.224N>Tp.Arg75Ilep.R75IQ969Q5protein_codingdeleterious(0.01)possibly_damaging(0.876)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RAB24SNVMissense_Mutationnovelc.502G>Ap.Val168Metp.V168MQ969Q5protein_codingdeleterious(0)probably_damaging(0.956)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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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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