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: C8orf4

Gene summary for C8ORF4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C8orf4

Gene ID

56892

Gene nametranscriptional and immune response regulator
Gene AliasC8orf4
Cytomap8p11.21
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q9NR00


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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
56892C8orf4GSM4909281HumanBreastIDC7.27e-12-4.36e-010.21
56892C8orf4GSM4909282HumanBreastIDC6.74e-13-4.36e-01-0.0288
56892C8orf4GSM4909285HumanBreastIDC3.30e-12-4.36e-010.21
56892C8orf4GSM4909286HumanBreastIDC7.27e-12-4.36e-010.1081
56892C8orf4GSM4909287HumanBreastIDC5.13e-15-4.36e-010.2057
56892C8orf4GSM4909288HumanBreastIDC9.46e-03-4.36e-010.0988
56892C8orf4GSM4909290HumanBreastIDC1.80e-10-4.36e-010.2096
56892C8orf4GSM4909291HumanBreastIDC2.68e-08-4.36e-010.1753
56892C8orf4GSM4909293HumanBreastIDC3.04e-13-4.36e-010.1581
56892C8orf4GSM4909294HumanBreastIDC1.60e-11-4.36e-010.2022
56892C8orf4GSM4909295HumanBreastIDC2.63e-06-4.36e-010.0898
56892C8orf4GSM4909296HumanBreastIDC3.30e-12-4.36e-010.1524
56892C8orf4GSM4909297HumanBreastIDC7.27e-12-4.36e-010.1517
56892C8orf4GSM4909298HumanBreastIDC7.27e-12-4.36e-010.1551
56892C8orf4GSM4909299HumanBreastIDC1.49e-12-4.36e-010.035
56892C8orf4GSM4909300HumanBreastIDC1.90e-05-4.36e-010.0334
56892C8orf4GSM4909301HumanBreastIDC3.30e-12-4.36e-010.1577
56892C8orf4GSM4909302HumanBreastIDC8.70e-15-4.36e-010.1545
56892C8orf4GSM4909303HumanBreastIDC2.85e-03-4.36e-010.0438
56892C8orf4GSM4909304HumanBreastIDC1.60e-11-4.36e-010.1636
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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
C8orf4deletionFrame_Shift_Delnovelc.280delCp.Gln94SerfsTer3p.Q94Sfs*3Q9NR00protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
C8orf4SNVMissense_Mutationnovelc.110N>Ap.Gly37Aspp.G37DQ9NR00protein_codingdeleterious(0.02)benign(0.262)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C8orf4SNVMissense_Mutationnovelc.136N>Ap.Glu46Lysp.E46KQ9NR00protein_codingtolerated(0.2)benign(0.073)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C8orf4SNVMissense_Mutationc.167N>Ap.Gly56Glup.G56EQ9NR00protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C8orf4SNVMissense_Mutationc.137N>Gp.Glu46Glyp.E46GQ9NR00protein_codingtolerated(0.09)benign(0.049)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
C8orf4SNVMissense_Mutationnovelc.195G>Tp.Lys65Asnp.K65NQ9NR00protein_codingtolerated(0.14)benign(0.177)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
C8orf4SNVMissense_Mutationnovelc.271N>Gp.Lys91Glup.K91EQ9NR00protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-SL-A6JA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
C8orf4SNVMissense_Mutationc.134N>Cp.Gln45Prop.Q45PQ9NR00protein_codingtolerated(0.13)possibly_damaging(0.448)TCGA-UB-A7MB-01Liverliver hepatocellular carcinomaMale<65I/IITargeted Molecular therapysorafenibPD
C8orf4SNVMissense_Mutationrs570222497c.106N>Tp.Val36Leup.V36LQ9NR00protein_codingtolerated(0.14)benign(0.218)TCGA-78-8640-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
C8orf4SNVMissense_Mutationnovelc.136G>Ap.Glu46Lysp.E46KQ9NR00protein_codingtolerated(0.2)benign(0.073)TCGA-CR-6472-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapypaclitaxelSD
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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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