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: ZXDC

Gene summary for ZXDC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZXDC

Gene ID

79364

Gene nameZXD family zinc finger C
Gene AliasZXDL
Cytomap3q21.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q2QGD7


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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
79364ZXDCCCI_1HumanCervixCC1.48e-046.43e-010.528
79364ZXDCCCI_2HumanCervixCC9.56e-056.61e-010.5249
79364ZXDCCCI_3HumanCervixCC1.31e-128.78e-010.516
79364ZXDCLZE24THumanEsophagusESCC1.10e-051.48e-010.0596
79364ZXDCP1T-EHumanEsophagusESCC2.63e-022.73e-010.0875
79364ZXDCP2T-EHumanEsophagusESCC1.41e-202.91e-010.1177
79364ZXDCP5T-EHumanEsophagusESCC2.31e-111.87e-010.1327
79364ZXDCP8T-EHumanEsophagusESCC3.22e-152.36e-010.0889
79364ZXDCP9T-EHumanEsophagusESCC4.76e-092.30e-010.1131
79364ZXDCP10T-EHumanEsophagusESCC4.30e-173.11e-010.116
79364ZXDCP11T-EHumanEsophagusESCC1.25e-033.27e-010.1426
79364ZXDCP12T-EHumanEsophagusESCC2.54e-081.27e-010.1122
79364ZXDCP15T-EHumanEsophagusESCC1.94e-082.46e-010.1149
79364ZXDCP16T-EHumanEsophagusESCC7.92e-101.38e-010.1153
79364ZXDCP20T-EHumanEsophagusESCC4.37e-061.74e-010.1124
79364ZXDCP21T-EHumanEsophagusESCC3.46e-041.46e-010.1617
79364ZXDCP22T-EHumanEsophagusESCC1.34e-121.87e-010.1236
79364ZXDCP23T-EHumanEsophagusESCC7.15e-113.59e-010.108
79364ZXDCP24T-EHumanEsophagusESCC2.32e-061.14e-010.1287
79364ZXDCP26T-EHumanEsophagusESCC2.84e-111.73e-010.1276
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
∗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
ZXDCNKEndometriumAEHNOL4L,TLE1,MYO5B, etc.9.85e-02The 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.
ZXDCCD8TEXEndometriumAEHNOL4L,TLE1,MYO5B, etc.2.03e-02The 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.
ZXDCCD8TEREXEndometriumAEHNOL4L,TLE1,MYO5B, etc.9.63e-02The 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.
ZXDCCD8TCMEndometriumEECNOL4L,TLE1,MYO5B, etc.1.34e-02The 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.
ZXDCBMEMEndometriumEECNOL4L,TLE1,MYO5B, etc.9.52e-02The 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.
ZXDCCD8TEREXEndometriumEECNOL4L,TLE1,MYO5B, etc.2.02e-01The 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.
ZXDCNKEndometriumEECNOL4L,TLE1,MYO5B, etc.4.74e-02The 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.
ZXDCCD8TEXEndometriumEECNOL4L,TLE1,MYO5B, etc.2.23e-02The 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.
ZXDCMASTEndometriumHealthyNOL4L,TLE1,MYO5B, etc.4.48e-02The 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.
ZXDCKEREsophagusADJPOLR2J3,RP11-514P8.6,MKRN2OS, etc.1.98e-01The 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.
∗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
ZXDCSNVMissense_Mutationrs758081002c.2426N>Tp.Ser809Leup.S809LQ2QGD7protein_codingtolerated(1)benign(0)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
ZXDCSNVMissense_Mutationnovelc.905C>Gp.Pro302Argp.P302RQ2QGD7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZXDCSNVMissense_Mutationnovelc.1069N>Tp.Pro357Serp.P357SQ2QGD7protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZXDCSNVMissense_Mutationc.1870N>Ap.Pro624Thrp.P624TQ2QGD7protein_codingtolerated(0.08)benign(0.072)TCGA-AO-A12F-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapypaclitaxelSD
ZXDCSNVMissense_Mutationc.2271N>Gp.Phe757Leup.F757LQ2QGD7protein_codingtolerated(0.74)benign(0)TCGA-B6-A1KC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZXDCinsertionFrame_Shift_Insnovelc.1069_1070insATTTp.Pro357HisfsTer6p.P357Hfs*6Q2QGD7protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZXDCdeletionFrame_Shift_Delnovelc.2138delNp.Gly713AlafsTer12p.G713Afs*12Q2QGD7protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ZXDCSNVMissense_Mutationrs750723904c.1414A>Gp.Met472Valp.M472VQ2QGD7protein_codingtolerated(0.43)benign(0.005)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
ZXDCSNVMissense_Mutationnovelc.752N>Ap.Thr251Lysp.T251KQ2QGD7protein_codingdeleterious(0.01)possibly_damaging(0.883)TCGA-EK-A2RE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZXDCSNVMissense_Mutationnovelc.2161G>Tp.Ala721Serp.A721SQ2QGD7protein_codingtolerated(0.07)benign(0.352)TCGA-VS-A8EJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
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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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