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: CCDC74A

Gene summary for CCDC74A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCDC74A

Gene ID

90557

Gene namecoiled-coil domain containing 74A
Gene AliasCCDC74A
Cytomap2q21.1
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

F5GZA4


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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
90557CCDC74AGSM4909304HumanBreastIDC2.89e-1001.29e+000.1636
90557CCDC74AGSM4909306HumanBreastIDC4.30e-072.75e-010.1564
90557CCDC74AGSM4909308HumanBreastIDC3.90e-031.69e-010.158
90557CCDC74Abrca1HumanBreastPrecancer3.11e-02-8.18e-02-0.0338
90557CCDC74AM1HumanBreastIDC2.46e-021.59e-010.1577
90557CCDC74ANCCBC11HumanBreastDCIS4.45e-179.90e-010.1232
90557CCDC74ANCCBC5HumanBreastDCIS4.29e-094.67e-010.2046
90557CCDC74ALZE22THumanEsophagusESCC4.10e-062.98e-010.068
90557CCDC74AP2T-EHumanEsophagusESCC1.73e-285.72e-010.1177
90557CCDC74AP4T-EHumanEsophagusESCC1.91e-051.59e-010.1323
90557CCDC74AP8T-EHumanEsophagusESCC3.35e-027.04e-020.0889
90557CCDC74AP9T-EHumanEsophagusESCC4.96e-102.30e-010.1131
90557CCDC74AP12T-EHumanEsophagusESCC5.55e-061.58e-010.1122
90557CCDC74AP16T-EHumanEsophagusESCC1.03e-193.25e-010.1153
90557CCDC74AP21T-EHumanEsophagusESCC1.64e-184.09e-010.1617
90557CCDC74AP22T-EHumanEsophagusESCC1.15e-193.36e-010.1236
90557CCDC74AP27T-EHumanEsophagusESCC6.53e-041.66e-010.1055
90557CCDC74AP28T-EHumanEsophagusESCC4.09e-091.98e-010.1149
90557CCDC74AP31T-EHumanEsophagusESCC3.64e-142.73e-010.1251
90557CCDC74AP32T-EHumanEsophagusESCC4.10e-036.05e-020.1666
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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
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
∗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
CCDC74ASNVMissense_Mutationc.226G>Cp.Glu76Glnp.E76QQ96AQ1protein_codingdeleterious(0.02)possibly_damaging(0.581)TCGA-AQ-A54N-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CCDC74ASNVMissense_Mutationnovelc.791T>Cp.Leu264Prop.L264PQ96AQ1protein_codingtolerated(0.39)benign(0)TCGA-E2-A1B0-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
CCDC74ASNVMissense_Mutationc.347N>Ap.Arg116Hisp.R116HQ96AQ1protein_codingtolerated(0.1)possibly_damaging(0.655)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CCDC74ASNVMissense_Mutationc.536N>Gp.Ser179Cysp.S179CQ96AQ1protein_codingdeleterious(0.03)probably_damaging(0.937)TCGA-EK-A2PM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
CCDC74ASNVMissense_Mutationnovelc.990G>Cp.Lys330Asnp.K330NQ96AQ1protein_codingdeleterious(0)probably_damaging(0.978)TCGA-VS-A8QA-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CCDC74ASNVMissense_Mutationc.862N>Ap.Leu288Metp.L288MQ96AQ1protein_codingtolerated(0.11)probably_damaging(0.986)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CCDC74ASNVMissense_Mutationnovelc.614N>Gp.Asp205Glyp.D205GQ96AQ1protein_codingtolerated(0.1)probably_damaging(0.915)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CCDC74ASNVMissense_Mutationrs374861718c.617N>Cp.Leu206Prop.L206PQ96AQ1protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CCDC74ASNVMissense_Mutationrs192139598c.598G>Ap.Val200Ilep.V200IQ96AQ1protein_codingtolerated(0.2)possibly_damaging(0.548)TCGA-AF-A56L-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinCR
CCDC74ASNVMissense_Mutationrs532077892c.343N>Ap.Ala115Thrp.A115TQ96AQ1protein_codingtolerated(1)benign(0)TCGA-A5-A0G1-01Endometriumuterine 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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