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: DZANK1

Gene summary for DZANK1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DZANK1

Gene ID

55184

Gene namedouble zinc ribbon and ankyrin repeat domains 1
Gene AliasANKRD64
Cytomap20p11.23
Gene Typeprotein-coding
GO ID

GO:0001654

UniProtAcc

A1L3Z8


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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
55184DZANK1P2T-EHumanEsophagusESCC4.44e-081.65e-010.1177
55184DZANK1P10T-EHumanEsophagusESCC1.96e-051.25e-010.116
55184DZANK1P16T-EHumanEsophagusESCC5.57e-407.06e-010.1153
55184DZANK1P26T-EHumanEsophagusESCC1.66e-027.06e-020.1276
55184DZANK1P56T-EHumanEsophagusESCC2.09e-151.33e+000.1613
55184DZANK1P74T-EHumanEsophagusESCC7.24e-031.27e-010.1479
55184DZANK1P79T-EHumanEsophagusESCC8.84e-051.21e-010.1154
55184DZANK1P128T-EHumanEsophagusESCC7.29e-133.40e-010.1241
55184DZANK1HCC2HumanLiverHCC2.47e-121.92e+000.5341
55184DZANK1HCC5HumanLiverHCC6.12e-041.05e+000.4932
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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
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
∗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
DZANK1SNVMissense_Mutationc.2114N>Cp.Lys705Thrp.K705TQ9NVP4protein_codingdeleterious(0.02)benign(0.22)TCGA-A1-A0SN-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyacSD
DZANK1SNVMissense_Mutationc.587N>Ap.Ser196Asnp.S196NQ9NVP4protein_codingtolerated(0.08)benign(0.175)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DZANK1SNVMissense_Mutationnovelc.563T>Cp.Val188Alap.V188AQ9NVP4protein_codingtolerated(0.11)benign(0.09)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
DZANK1SNVMissense_Mutationrs777440151c.1669N>Ap.Glu557Lysp.E557KQ9NVP4protein_codingdeleterious(0.01)probably_damaging(0.964)TCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
DZANK1SNVMissense_Mutationc.600N>Ap.Met200Ilep.M200IQ9NVP4protein_codingtolerated(0.08)benign(0.173)TCGA-D8-A1JN-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozolumSD
DZANK1SNVMissense_Mutationrs578058743c.802G>Ap.Val268Metp.V268MQ9NVP4protein_codingdeleterious(0)possibly_damaging(0.871)TCGA-E2-A1LK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
DZANK1insertionFrame_Shift_Insnovelc.1325_1326insAAATTTCATTTTGAAATTTAATCTCTATTGTGGTGGTATTAAGp.Gly443AsnfsTer37p.G443Nfs*37Q9NVP4protein_codingTCGA-A8-A09E-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
DZANK1insertionIn_Frame_Insnovelc.1360_1361insTGCACAGTGCTATTGCTATCTGCCATTATCp.Ala454delinsValHisSerAlaIleAlaIleCysHisTyrProp.A454delinsVHSAIAICHYPQ9NVP4protein_codingTCGA-BH-A0BR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DZANK1insertionNonsense_Mutationnovelc.340_341insGAGAAGCACAATGAACCAAGGGTTTp.Asp114GlyfsTer5p.D114Gfs*5Q9NVP4protein_codingTCGA-BH-A0DG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
DZANK1SNVMissense_Mutationnovelc.1319A>Tp.Tyr440Phep.Y440FQ9NVP4protein_codingtolerated(0.07)possibly_damaging(0.669)TCGA-C5-A8YR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
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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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