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: RNF24

Gene summary for RNF24

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNF24

Gene ID

11237

Gene namering finger protein 24
Gene AliasG1L
Cytomap20p13
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9Y225


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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
11237RNF24LZE2THumanEsophagusESCC4.47e-043.22e-010.082
11237RNF24LZE4THumanEsophagusESCC3.56e-091.46e-010.0811
11237RNF24LZE7THumanEsophagusESCC2.51e-023.31e-020.0667
11237RNF24LZE20THumanEsophagusESCC2.03e-03-3.60e-020.0662
11237RNF24LZE24THumanEsophagusESCC4.23e-029.54e-020.0596
11237RNF24P1T-EHumanEsophagusESCC3.91e-031.69e-010.0875
11237RNF24P2T-EHumanEsophagusESCC1.13e-416.67e-010.1177
11237RNF24P4T-EHumanEsophagusESCC7.61e-153.05e-010.1323
11237RNF24P5T-EHumanEsophagusESCC3.54e-12-4.02e-030.1327
11237RNF24P8T-EHumanEsophagusESCC2.06e-123.50e-010.0889
11237RNF24P9T-EHumanEsophagusESCC2.10e-163.67e-010.1131
11237RNF24P10T-EHumanEsophagusESCC2.06e-285.78e-010.116
11237RNF24P11T-EHumanEsophagusESCC9.85e-152.32e-010.1426
11237RNF24P12T-EHumanEsophagusESCC2.16e-274.52e-010.1122
11237RNF24P15T-EHumanEsophagusESCC9.25e-276.75e-010.1149
11237RNF24P16T-EHumanEsophagusESCC5.19e-591.18e+000.1153
11237RNF24P17T-EHumanEsophagusESCC6.56e-045.02e-010.1278
11237RNF24P19T-EHumanEsophagusESCC1.22e-062.91e-010.1662
11237RNF24P20T-EHumanEsophagusESCC1.08e-056.45e-020.1124
11237RNF24P21T-EHumanEsophagusESCC1.04e-232.44e-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
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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
RNF24SNVMissense_Mutationc.59C>Tp.Ser20Leup.S20LQ9Y225protein_codingtolerated_low_confidence(0.89)benign(0)TCGA-A7-A26G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
RNF24SNVMissense_Mutationc.467N>Ap.Gly156Glup.G156EQ9Y225protein_codingtolerated(0.61)benign(0.415)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RNF24SNVMissense_Mutationrs866284128c.397C>Tp.Arg133Cysp.R133CQ9Y225protein_codingdeleterious(0)probably_damaging(0.931)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RNF24SNVMissense_Mutationc.174N>Gp.Ile58Metp.I58MQ9Y225protein_codingtolerated(0.33)benign(0.135)TCGA-EI-6508-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
RNF24SNVMissense_Mutationnovelc.374N>Ap.Cys125Tyrp.C125YQ9Y225protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
RNF24SNVMissense_Mutationrs772261593c.201N>Cp.Leu67Phep.L67FQ9Y225protein_codingtolerated(0.27)benign(0.224)TCGA-AX-A2IO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
RNF24SNVMissense_Mutationnovelc.100C>Tp.Pro34Serp.P34SQ9Y225protein_codingtolerated_low_confidence(0.08)benign(0.143)TCGA-BG-A2L7-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
RNF24SNVMissense_Mutationc.430N>Ap.Leu144Ilep.L144IQ9Y225protein_codingtolerated(0.54)benign(0.098)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RNF24SNVMissense_Mutationnovelc.206N>Tp.Arg69Metp.R69MQ9Y225protein_codingdeleterious(0)probably_damaging(0.991)TCGA-EY-A1GK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RNF24SNVMissense_Mutationc.409C>Tp.Pro137Serp.P137SQ9Y225protein_codingdeleterious(0.03)possibly_damaging(0.839)TCGA-78-7220-01Lunglung adenocarcinomaFemale<65III/IVUnknownUnknownPD
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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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