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: ZNF652

Gene summary for ZNF652

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF652

Gene ID

22834

Gene namezinc finger protein 652
Gene AliasZNF652
Cytomap17q21.32-q21.33
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A8K9F2


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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
22834ZNF652GSM4909298HumanBreastIDC7.91e-245.38e-010.1551
22834ZNF652GSM4909302HumanBreastIDC1.32e-155.64e-010.1545
22834ZNF652GSM4909303HumanBreastIDC6.83e-075.22e-010.0438
22834ZNF652GSM4909304HumanBreastIDC2.94e-093.29e-010.1636
22834ZNF652GSM4909311HumanBreastIDC6.97e-05-1.46e-010.1534
22834ZNF652GSM4909319HumanBreastIDC7.38e-08-1.38e-010.1563
22834ZNF652M1HumanBreastIDC9.00e-063.32e-010.1577
22834ZNF652M5HumanBreastIDC5.35e-067.26e-010.1598
22834ZNF652NCCBC14HumanBreastDCIS1.46e-033.15e-010.2021
22834ZNF652P1HumanBreastIDC5.25e-031.36e-010.1527
22834ZNF652DCIS2HumanBreastDCIS2.84e-604.86e-010.0085
22834ZNF652HTA11_3410_2000001011HumanColorectumAD1.96e-03-1.41e-010.0155
22834ZNF652HTA11_347_2000001011HumanColorectumAD1.91e-116.20e-01-0.1954
22834ZNF652F007HumanColorectumFAP5.02e-03-2.74e-010.1176
22834ZNF652A001-C-207HumanColorectumFAP1.35e-02-1.93e-010.1278
22834ZNF652A015-C-203HumanColorectumFAP1.52e-22-3.42e-01-0.1294
22834ZNF652A015-C-204HumanColorectumFAP2.57e-04-2.32e-01-0.0228
22834ZNF652A014-C-040HumanColorectumFAP4.33e-04-4.70e-01-0.1184
22834ZNF652A002-C-201HumanColorectumFAP1.41e-09-2.90e-010.0324
22834ZNF652A002-C-203HumanColorectumFAP3.90e-02-1.47e-010.2786
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
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
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
ZNF652CD8TCMColorectumADNUAK2,LETM1,AGAP4, 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.
ZNF652TH17ColorectumMSI-HNUAK2,LETM1,AGAP4, etc.1.06e-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.
ZNF652STMEndometriumEECENPP3,AC004797.1,NAAA, etc.4.88e-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
ZNF652SNVMissense_Mutationc.328N>Ap.Val110Ilep.V110IQ9Y2D9protein_codingtolerated(0.23)benign(0.046)TCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ZNF652SNVMissense_Mutationnovelc.220N>Ap.Glu74Lysp.E74KQ9Y2D9protein_codingtolerated(0.62)benign(0.026)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ZNF652SNVMissense_Mutationrs537777094c.1621C>Tp.Arg541Trpp.R541WQ9Y2D9protein_codingdeleterious(0.01)possibly_damaging(0.446)TCGA-AC-A3YI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
ZNF652SNVMissense_Mutationnovelc.1799N>Cp.Asn600Thrp.N600TQ9Y2D9protein_codingtolerated_low_confidence(0.19)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF652SNVMissense_Mutationc.286N>Cp.Asp96Hisp.D96HQ9Y2D9protein_codingtolerated(0.08)benign(0.275)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
ZNF652SNVMissense_Mutationc.1556T>Cp.Val519Alap.V519AQ9Y2D9protein_codingtolerated_low_confidence(0.82)benign(0)TCGA-E2-A15M-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ZNF652SNVMissense_Mutationnovelc.694N>Ap.Ala232Thrp.A232TQ9Y2D9protein_codingdeleterious(0.01)benign(0.054)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF652SNVMissense_Mutationc.1261G>Tp.Asp421Tyrp.D421YQ9Y2D9protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-FU-A23L-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF652SNVMissense_Mutationc.809G>Ap.Arg270Hisp.R270HQ9Y2D9protein_codingdeleterious(0.03)probably_damaging(0.994)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ZNF652SNVMissense_Mutationrs770946812c.460G>Ap.Glu154Lysp.E154KQ9Y2D9protein_codingtolerated(0.18)benign(0.051)TCGA-AA-3968-01Colorectumcolon 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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