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: ZC2HC1A

Gene summary for ZC2HC1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZC2HC1A

Gene ID

51101

Gene namezinc finger C2HC-type containing 1A
Gene AliasC8orf70
Cytomap8q21.13
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

B2R9B8


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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
51101ZC2HC1ALZE4THumanEsophagusESCC1.43e-103.61e-010.0811
51101ZC2HC1ALZE8THumanEsophagusESCC2.94e-092.56e-010.067
51101ZC2HC1ALZE24THumanEsophagusESCC8.22e-134.30e-010.0596
51101ZC2HC1AP1T-EHumanEsophagusESCC1.09e-044.24e-010.0875
51101ZC2HC1AP2T-EHumanEsophagusESCC3.10e-223.65e-010.1177
51101ZC2HC1AP4T-EHumanEsophagusESCC2.12e-184.63e-010.1323
51101ZC2HC1AP5T-EHumanEsophagusESCC3.58e-061.10e-010.1327
51101ZC2HC1AP8T-EHumanEsophagusESCC1.94e-244.21e-010.0889
51101ZC2HC1AP9T-EHumanEsophagusESCC1.32e-041.50e-010.1131
51101ZC2HC1AP10T-EHumanEsophagusESCC2.39e-232.96e-010.116
51101ZC2HC1AP11T-EHumanEsophagusESCC1.13e-145.02e-010.1426
51101ZC2HC1AP12T-EHumanEsophagusESCC5.23e-031.23e-020.1122
51101ZC2HC1AP15T-EHumanEsophagusESCC4.65e-051.76e-010.1149
51101ZC2HC1AP16T-EHumanEsophagusESCC4.85e-551.03e+000.1153
51101ZC2HC1AP17T-EHumanEsophagusESCC3.54e-092.73e-010.1278
51101ZC2HC1AP20T-EHumanEsophagusESCC6.08e-106.88e-020.1124
51101ZC2HC1AP21T-EHumanEsophagusESCC1.35e-031.15e-020.1617
51101ZC2HC1AP22T-EHumanEsophagusESCC2.97e-193.46e-010.1236
51101ZC2HC1AP23T-EHumanEsophagusESCC2.84e-021.85e-010.108
51101ZC2HC1AP24T-EHumanEsophagusESCC5.40e-121.20e-010.1287
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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
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
ZC2HC1ASNVMissense_Mutationnovelc.317N>Cp.Lys106Thrp.K106TQ96GY0protein_codingdeleterious(0.01)benign(0.276)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZC2HC1ASNVMissense_Mutationnovelc.520C>Ap.Leu174Ilep.L174IQ96GY0protein_codingtolerated(0.49)benign(0.01)TCGA-B6-A40C-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapycyclophosphamideSD
ZC2HC1ASNVMissense_Mutationc.833N>Gp.Ser278Cysp.S278CQ96GY0protein_codingtolerated(0.07)possibly_damaging(0.817)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
ZC2HC1ASNVMissense_Mutationrs143922654c.136C>Tp.Arg46Trpp.R46WQ96GY0protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A576-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
ZC2HC1ASNVMissense_Mutationc.256G>Ap.Glu86Lysp.E86KQ96GY0protein_codingdeleterious(0.01)probably_damaging(0.917)TCGA-C5-A1BN-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ZC2HC1AdeletionFrame_Shift_Delnovelc.130delNp.Lys45AsnfsTer20p.K45Nfs*20Q96GY0protein_codingTCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
ZC2HC1AinsertionFrame_Shift_Insnovelc.662_663insAp.Ser223IlefsTer5p.S223Ifs*5Q96GY0protein_codingTCGA-AG-A00Y-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
ZC2HC1ASNVMissense_Mutationnovelc.297N>Tp.Gln99Hisp.Q99HQ96GY0protein_codingtolerated(0.11)benign(0.03)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ZC2HC1ASNVMissense_Mutationnovelc.60G>Tp.Lys20Asnp.K20NQ96GY0protein_codingtolerated(0.69)benign(0.057)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZC2HC1ASNVMissense_Mutationnovelc.950N>Gp.Glu317Glyp.E317GQ96GY0protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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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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