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: ZC3H11A

Gene summary for ZC3H11A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZC3H11A

Gene ID

9877

Gene namezinc finger CCCH-type containing 11A
Gene AliasZC3HDC11A
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0006403

UniProtAcc

O75152


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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
9877ZC3H11AHTA11_10711_2000001011HumanColorectumAD6.48e-112.91e-010.0338
9877ZC3H11AHTA11_7696_3000711011HumanColorectumAD7.11e-142.45e-010.0674
9877ZC3H11AHTA11_6818_2000001011HumanColorectumAD6.25e-062.89e-010.0112
9877ZC3H11AHTA11_7469_2000001011HumanColorectumAD4.71e-074.52e-01-0.0124
9877ZC3H11AHTA11_6818_2000001021HumanColorectumAD1.54e-062.74e-010.0588
9877ZC3H11AHTA11_99999970781_79442HumanColorectumMSS3.45e-305.23e-010.294
9877ZC3H11AHTA11_99999965062_69753HumanColorectumMSI-H1.91e-088.45e-010.3487
9877ZC3H11AHTA11_99999965104_69814HumanColorectumMSS1.96e-164.06e-010.281
9877ZC3H11AHTA11_99999971662_82457HumanColorectumMSS4.61e-275.29e-010.3859
9877ZC3H11AHTA11_99999973899_84307HumanColorectumMSS2.22e-052.66e-010.2585
9877ZC3H11AHTA11_99999974143_84620HumanColorectumMSS1.73e-122.57e-010.3005
9877ZC3H11ALZE4THumanEsophagusESCC7.56e-121.50e-010.0811
9877ZC3H11ALZE7THumanEsophagusESCC4.73e-046.89e-020.0667
9877ZC3H11ALZE8THumanEsophagusESCC2.12e-05-1.26e-010.067
9877ZC3H11ALZE20THumanEsophagusESCC3.35e-04-1.18e-010.0662
9877ZC3H11ALZE24THumanEsophagusESCC5.05e-10-3.28e-030.0596
9877ZC3H11AP1T-EHumanEsophagusESCC2.64e-106.28e-010.0875
9877ZC3H11AP2T-EHumanEsophagusESCC3.90e-511.07e+000.1177
9877ZC3H11AP4T-EHumanEsophagusESCC6.20e-305.59e-010.1323
9877ZC3H11AP5T-EHumanEsophagusESCC1.04e-214.12e-010.1327
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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
GO:0006913ColorectumADnucleocytoplasmic transport102/3918301/187231.00e-074.85e-06102
GO:0051169ColorectumADnuclear transport102/3918301/187231.00e-074.85e-06102
GO:0006403ColorectumADRNA localization71/3918201/187231.54e-064.76e-0571
GO:0051236ColorectumADestablishment of RNA localization58/3918166/187231.95e-054.01e-0458
GO:0015931ColorectumADnucleobase-containing compound transport73/3918222/187232.02e-054.10e-0473
GO:0050657ColorectumADnucleic acid transport57/3918163/187232.22e-054.39e-0457
GO:0050658ColorectumADRNA transport57/3918163/187232.22e-054.39e-0457
GO:0051168ColorectumADnuclear export53/3918154/187236.89e-051.11e-0353
GO:0051028ColorectumADmRNA transport42/3918130/187231.57e-031.32e-0242
GO:00069131ColorectumSERnucleocytoplasmic transport77/2897301/187233.39e-061.32e-0477
GO:00511691ColorectumSERnuclear transport77/2897301/187233.39e-061.32e-0477
GO:00064031ColorectumSERRNA localization53/2897201/187234.51e-051.13e-0353
GO:00511681ColorectumSERnuclear export42/2897154/187231.19e-042.46e-0342
GO:00159311ColorectumSERnucleobase-containing compound transport54/2897222/187233.65e-045.67e-0354
GO:00512361ColorectumSERestablishment of RNA localization42/2897166/187236.70e-048.96e-0342
GO:00506571ColorectumSERnucleic acid transport41/2897163/187238.74e-041.06e-0241
GO:00506581ColorectumSERRNA transport41/2897163/187238.74e-041.06e-0241
GO:00069132ColorectumMSSnucleocytoplasmic transport99/3467301/187231.35e-091.03e-0799
GO:00511692ColorectumMSSnuclear transport99/3467301/187231.35e-091.03e-0799
GO:00064032ColorectumMSSRNA localization69/3467201/187236.33e-083.26e-0669
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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
ZC3H11AMSCBreastPrecancerGNB2L1,ATP5E,C19orf43, etc.2.55e-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.
ZC3H11APCVCervixADJATP5E,GNB2L1,SELM, etc.1.24e-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.
ZC3H11ACAFCervixADJATP5E,GNB2L1,SELM, etc.6.58e-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.
ZC3H11AFIBCervixCCATP5E,GNB2L1,SELM, etc.3.50e-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.
ZC3H11ACAFCervixCCATP5E,GNB2L1,SELM, etc.5.55e-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.
ZC3H11APERICervixCCATP5E,GNB2L1,SELM, etc.1.39e-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.
ZC3H11AICAFCervixHealthyATP5E,GNB2L1,SELM, etc.0.00e+00The 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.
ZC3H11AICAFCervixN_HPVATP5E,GNB2L1,SELM, etc.5.35e-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.
ZC3H11ATH1LungHealthyDNAJC19,IFFO1,MYCBP2, etc.5.36e-03The 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.
ZC3H11AM1MACPancreasADJGLTSCR2,TMEM66,C1orf63, etc.1.87e-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
ZC3H11ASNVMissense_Mutationc.536N>Tp.Thr179Ilep.T179Iprotein_codingdeleterious(0.04)probably_damaging(0.997)TCGA-A1-A0SP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
ZC3H11ASNVMissense_Mutationc.514G>Cp.Glu172Glnp.E172Qprotein_codingdeleterious(0)probably_damaging(0.977)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ZC3H11ASNVMissense_Mutationrs772987481c.1744C>Tp.Arg582Trpp.R582Wprotein_codingtolerated(0.13)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZC3H11ASNVMissense_Mutationc.166G>Cp.Glu56Glnp.E56Qprotein_codingdeleterious(0.01)possibly_damaging(0.523)TCGA-AN-A0FT-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZC3H11ASNVMissense_Mutationc.1867N>Ap.Glu623Lysp.E623Kprotein_codingdeleterious(0.02)benign(0.331)TCGA-AR-A1AS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ZC3H11ASNVMissense_Mutationnovelc.1013N>Tp.Ser338Leup.S338Lprotein_codingtolerated(0.05)benign(0)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
ZC3H11ASNVMissense_Mutationc.2240C>Tp.Ser747Leup.S747Lprotein_codingdeleterious(0.05)probably_damaging(0.988)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
ZC3H11ASNVMissense_Mutationc.65N>Ap.Cys22Tyrp.C22Yprotein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A134-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ZC3H11ASNVMissense_Mutationc.493G>Cp.Asp165Hisp.D165Hprotein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZC3H11ASNVMissense_Mutationc.22N>Cp.Cys8Argp.C8Rprotein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
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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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