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: ZCCHC24

Gene summary for ZCCHC24

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZCCHC24

Gene ID

219654

Gene namezinc finger CCHC-type containing 24
Gene AliasC10orf56
Cytomap10q22.3
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

A0A024QZP0


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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
219654ZCCHC24male-WTAHumanThyroidPTC5.28e-161.79e-010.1037
219654ZCCHC24PTC04HumanThyroidPTC1.82e-121.57e-010.1927
219654ZCCHC24PTC05HumanThyroidPTC4.49e-052.21e-010.2065
219654ZCCHC24PTC07HumanThyroidPTC3.03e-051.46e-010.2044
219654ZCCHC24ATC09HumanThyroidATC7.85e-051.47e-010.2871
219654ZCCHC24ATC12HumanThyroidATC2.64e-194.79e-010.34
219654ZCCHC24ATC13HumanThyroidATC8.39e-621.22e+000.34
219654ZCCHC24ATC1HumanThyroidATC1.08e-041.62e-010.2878
219654ZCCHC24ATC2HumanThyroidATC1.92e-037.32e-010.34
219654ZCCHC24ATC3HumanThyroidATC2.34e-053.57e-010.338
219654ZCCHC24ATC4HumanThyroidATC7.43e-255.74e-010.34
219654ZCCHC24ATC5HumanThyroidATC1.50e-781.31e+000.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
ZCCHC24SNVMissense_Mutationnovelc.550T>Ap.Ser184Thrp.S184TQ8N2G6protein_codingdeleterious(0.02)probably_damaging(0.982)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZCCHC24SNVMissense_Mutationnovelc.14C>Tp.Ser5Leup.S5LQ8N2G6protein_codingdeleterious_low_confidence(0)possibly_damaging(0.885)TCGA-VS-A8EK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ZCCHC24SNVMissense_Mutationc.675N>Gp.His225Glnp.H225QQ8N2G6protein_codingdeleterious(0.05)possibly_damaging(0.796)TCGA-AA-A01T-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
ZCCHC24SNVMissense_Mutationnovelc.340N>Tp.Asp114Tyrp.D114YQ8N2G6protein_codingdeleterious(0)possibly_damaging(0.75)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ZCCHC24SNVMissense_Mutationrs776883202c.505N>Ap.Glu169Lysp.E169KQ8N2G6protein_codingdeleterious(0.04)probably_damaging(0.952)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
ZCCHC24SNVMissense_Mutationc.634N>Ap.Gly212Serp.G212SQ8N2G6protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-BS-A0UL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZCCHC24SNVMissense_Mutationnovelc.367N>Gp.Lys123Glup.K123EQ8N2G6protein_codingdeleterious(0)benign(0.152)TCGA-D1-A175-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
ZCCHC24SNVMissense_Mutationnovelc.562N>Tp.Met188Leup.M188LQ8N2G6protein_codingdeleterious(0.02)possibly_damaging(0.833)TCGA-44-7661-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ZCCHC24SNVMissense_Mutationrs745523487c.635G>Tp.Gly212Valp.G212VQ8N2G6protein_codingdeleterious(0)probably_damaging(1)TCGA-86-8073-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
ZCCHC24SNVMissense_Mutationrs770473495c.493N>Tp.Arg165Cysp.R165CQ8N2G6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-77-6844-01Lunglung squamous cell carcinomaMale>=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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