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: C4orf47

Gene summary for C4ORF47

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C4orf47

Gene ID

441054

Gene namechromosome 4 open reading frame 47
Gene AliasC4orf47
Cytomap4q35.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A7E2U8


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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
441054C4orf47LZE4THumanEsophagusESCC2.37e-021.33e-010.0811
441054C4orf47LZE24THumanEsophagusESCC2.20e-041.69e-010.0596
441054C4orf47LZE22D3HumanEsophagusHGIN1.73e-023.54e-010.0653
441054C4orf47P1T-EHumanEsophagusESCC4.62e-032.32e-010.0875
441054C4orf47P4T-EHumanEsophagusESCC5.16e-102.39e-010.1323
441054C4orf47P5T-EHumanEsophagusESCC1.75e-254.91e-010.1327
441054C4orf47P10T-EHumanEsophagusESCC4.30e-101.96e-010.116
441054C4orf47P16T-EHumanEsophagusESCC8.40e-041.31e-010.1153
441054C4orf47P23T-EHumanEsophagusESCC6.93e-102.68e-010.108
441054C4orf47P24T-EHumanEsophagusESCC3.50e-028.66e-020.1287
441054C4orf47P26T-EHumanEsophagusESCC7.31e-142.97e-010.1276
441054C4orf47P31T-EHumanEsophagusESCC1.78e-039.17e-020.1251
441054C4orf47P32T-EHumanEsophagusESCC7.90e-031.02e-010.1666
441054C4orf47P37T-EHumanEsophagusESCC3.34e-071.65e-010.1371
441054C4orf47P47T-EHumanEsophagusESCC3.75e-031.11e-010.1067
441054C4orf47P49T-EHumanEsophagusESCC5.57e-053.36e-010.1768
441054C4orf47P52T-EHumanEsophagusESCC1.88e-041.18e-010.1555
441054C4orf47P54T-EHumanEsophagusESCC3.18e-082.40e-010.0975
441054C4orf47P56T-EHumanEsophagusESCC2.17e-075.21e-010.1613
441054C4orf47P57T-EHumanEsophagusESCC3.75e-031.02e-010.0926
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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
∗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
C4orf47SNVMissense_Mutationnovelc.923N>Gp.Ser308Cysp.S308CA7E2U8protein_codingdeleterious(0.01)possibly_damaging(0.847)TCGA-C8-A12T-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
C4orf47SNVMissense_Mutationc.896A>Gp.Lys299Argp.K299RA7E2U8protein_codingtolerated(0.21)benign(0.021)TCGA-E9-A1R2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereCR
C4orf47SNVMissense_Mutationrs61745989c.376N>Ap.Ala126Thrp.A126TA7E2U8protein_codingdeleterious(0.02)possibly_damaging(0.505)TCGA-AA-3972-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
C4orf47SNVMissense_Mutationc.189T>Ap.Asp63Glup.D63EA7E2U8protein_codingtolerated(0.48)benign(0.019)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
C4orf47SNVMissense_Mutationnovelc.223T>Cp.Tyr75Hisp.Y75HA7E2U8protein_codingdeleterious(0.05)benign(0.275)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
C4orf47insertionIn_Frame_Insnovelc.317_318insTAACCTp.Lys106delinsAsnAsnLeup.K106delinsNNLA7E2U8protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
C4orf47SNVMissense_Mutationrs752707291c.8N>Tp.Ala3Valp.A3VA7E2U8protein_codingtolerated_low_confidence(0.28)benign(0.001)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C4orf47SNVMissense_Mutationnovelc.872N>Cp.Asn291Thrp.N291TA7E2U8protein_codingdeleterious(0)possibly_damaging(0.814)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
C4orf47SNVMissense_Mutationc.539N>Tp.Ala180Valp.A180VA7E2U8protein_codingtolerated(0.08)benign(0.03)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
C4orf47SNVMissense_Mutationnovelc.40N>Tp.Gly14Cysp.G14CA7E2U8protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<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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