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: ZNF141

Gene summary for ZNF141

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF141

Gene ID

7700

Gene namezinc finger protein 141
Gene AliasD4S90
Cytomap4p16.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q4W5N2


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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
7700ZNF141HTA11_347_2000001011HumanColorectumAD2.22e-154.29e-01-0.1954
7700ZNF141HTA11_83_2000001011HumanColorectumSER5.48e-085.96e-01-0.1526
7700ZNF141HTA11_696_2000001011HumanColorectumAD5.17e-095.58e-01-0.1464
7700ZNF141HTA11_1391_2000001011HumanColorectumAD5.27e-146.65e-01-0.059
7700ZNF141HTA11_5216_2000001011HumanColorectumSER4.75e-056.79e-01-0.1462
7700ZNF141HTA11_866_3004761011HumanColorectumAD9.35e-278.70e-010.096
7700ZNF141HTA11_4255_2000001011HumanColorectumSER5.43e-057.89e-010.0446
7700ZNF141HTA11_8622_2000001021HumanColorectumSER1.06e-066.60e-010.0528
7700ZNF141HTA11_7663_2000001011HumanColorectumSER4.80e-099.34e-010.0131
7700ZNF141HTA11_6818_2000001011HumanColorectumAD8.45e-131.09e+000.0112
7700ZNF141HTA11_11156_2000001011HumanColorectumAD2.23e-081.09e+000.0397
7700ZNF141HTA11_6818_2000001021HumanColorectumAD2.94e-271.19e+000.0588
7700ZNF141HTA11_99999971662_82457HumanColorectumMSS2.78e-199.78e-010.3859
7700ZNF141HTA11_99999973899_84307HumanColorectumMSS1.04e-064.92e-010.2585
7700ZNF141HTA11_99999974143_84620HumanColorectumMSS4.70e-259.36e-010.3005
7700ZNF141A015-C-203HumanColorectumFAP3.41e-10-2.39e-01-0.1294
7700ZNF141A001-C-108HumanColorectumFAP2.61e-06-1.66e-01-0.0272
7700ZNF141A002-C-205HumanColorectumFAP2.67e-03-2.10e-01-0.1236
7700ZNF141A001-C-104HumanColorectumFAP2.13e-03-1.26e-010.0184
7700ZNF141A015-C-106HumanColorectumFAP1.00e-05-1.19e-01-0.0511
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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
∗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:0048736ColorectumADappendage development51/3918172/187234.20e-032.89e-0251
GO:0060173ColorectumADlimb development51/3918172/187234.20e-032.89e-0251
GO:00487361ColorectumSERappendage development42/2897172/187231.43e-031.55e-0242
GO:00601731ColorectumSERlimb development42/2897172/187231.43e-031.55e-0242
GO:0035107ColorectumSERappendage morphogenesis33/2897138/187236.10e-034.42e-0233
GO:0035108ColorectumSERlimb morphogenesis33/2897138/187236.10e-034.42e-0233
GO:00487362ColorectumMSSappendage development48/3467172/187231.61e-031.46e-0248
GO:00601732ColorectumMSSlimb development48/3467172/187231.61e-031.46e-0248
GO:00351071ColorectumFAPappendage morphogenesis35/2622138/187232.74e-043.66e-0335
GO:00351081ColorectumFAPlimb morphogenesis35/2622138/187232.74e-043.66e-0335
GO:00487363ColorectumFAPappendage development40/2622172/187237.15e-047.66e-0340
GO:00601733ColorectumFAPlimb development40/2622172/187237.15e-047.66e-0340
GO:00351072ColorectumCRCappendage morphogenesis32/2078138/187233.77e-059.26e-0432
GO:00351082ColorectumCRClimb morphogenesis32/2078138/187233.77e-059.26e-0432
GO:00487364ColorectumCRCappendage development34/2078172/187235.80e-047.89e-0334
GO:00601734ColorectumCRClimb development34/2078172/187235.80e-047.89e-0334
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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
ZNF141MASTBreastDCISHIP1R,BTAF1,FCRL3, 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.
ZNF141M2MACBreastDCISHIP1R,BTAF1,FCRL3, etc.2.22e-16The 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.
ZNF141MONBreastDCISHIP1R,BTAF1,FCRL3, etc.2.22e-16The 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.
ZNF141GCBreastHealthyHIP1R,BTAF1,FCRL3, 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.
ZNF141TFHBreastHealthyHIP1R,BTAF1,FCRL3, etc.6.69e-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.
ZNF141M2MACBreastHealthyHIP1R,BTAF1,FCRL3, etc.4.32e-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.
ZNF141CD8TRMBreastIDCHIP1R,BTAF1,FCRL3, etc.9.77e-04The 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.
ZNF141CD8TEFFBreastPrecancerHIP1R,BTAF1,FCRL3, etc.4.50e-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.
ZNF141CD8TEXBreastPrecancerHIP1R,BTAF1,FCRL3, 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.
ZNF141CD4TNBreastPrecancerHIP1R,BTAF1,FCRL3, 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.
∗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
ZNF141SNVMissense_Mutationc.733C>Gp.His245Aspp.H245DQ15928protein_codingdeleterious(0)possibly_damaging(0.869)TCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF141SNVMissense_Mutationnovelc.670N>Cp.Glu224Glnp.E224QQ15928protein_codingdeleterious(0.03)probably_damaging(0.964)TCGA-AQ-A7U7-01Breastbreast invasive carcinomaFemale<65III/IVTargeted Molecular therapyrituximabCR
ZNF141deletionFrame_Shift_Delnovelc.515delNp.His172ProfsTer15p.H172Pfs*15Q15928protein_codingTCGA-DS-A1OA-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
ZNF141SNVMissense_Mutationc.1328A>Gp.Lys443Argp.K443RQ15928protein_codingtolerated(0.95)benign(0.005)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF141SNVMissense_Mutationc.1290N>Cp.Lys430Asnp.K430NQ15928protein_codingdeleterious(0.02)probably_damaging(0.996)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF141SNVMissense_Mutationnovelc.39N>Ap.Phe13Leup.F13LQ15928protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZNF141SNVMissense_Mutationnovelc.928N>Tp.Pro310Serp.P310SQ15928protein_codingdeleterious(0.03)benign(0.437)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZNF141SNVMissense_Mutationrs782456680c.908N>Ap.Arg303Glnp.R303QQ15928protein_codingtolerated(0.12)benign(0.329)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ZNF141SNVMissense_Mutationrs781835417c.1307N>Tp.Ser436Leup.S436LQ15928protein_codingdeleterious(0.02)benign(0.344)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF141SNVMissense_Mutationrs782565943c.1163T>Ap.Ile388Asnp.I388NQ15928protein_codingdeleterious(0.01)probably_damaging(0.96)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=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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