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: TATDN3

Gene summary for TATDN3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TATDN3

Gene ID

128387

Gene nameTatD DNase domain containing 3
Gene AliasTATDN3
Cytomap1q32.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q17R31


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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
128387TATDN3LZE22THumanEsophagusESCC2.31e-022.49e-010.068
128387TATDN3LZE24THumanEsophagusESCC7.49e-091.81e-010.0596
128387TATDN3P1T-EHumanEsophagusESCC2.17e-032.82e-010.0875
128387TATDN3P2T-EHumanEsophagusESCC5.45e-212.76e-010.1177
128387TATDN3P4T-EHumanEsophagusESCC7.45e-082.04e-010.1323
128387TATDN3P5T-EHumanEsophagusESCC1.11e-142.09e-010.1327
128387TATDN3P8T-EHumanEsophagusESCC5.08e-086.37e-020.0889
128387TATDN3P9T-EHumanEsophagusESCC2.56e-071.18e-010.1131
128387TATDN3P10T-EHumanEsophagusESCC3.19e-041.16e-010.116
128387TATDN3P11T-EHumanEsophagusESCC1.81e-102.63e-010.1426
128387TATDN3P12T-EHumanEsophagusESCC6.43e-161.78e-010.1122
128387TATDN3P15T-EHumanEsophagusESCC8.79e-152.90e-010.1149
128387TATDN3P16T-EHumanEsophagusESCC2.50e-173.44e-010.1153
128387TATDN3P17T-EHumanEsophagusESCC1.06e-031.59e-010.1278
128387TATDN3P19T-EHumanEsophagusESCC5.06e-044.04e-010.1662
128387TATDN3P20T-EHumanEsophagusESCC5.73e-142.01e-010.1124
128387TATDN3P21T-EHumanEsophagusESCC2.48e-162.75e-010.1617
128387TATDN3P22T-EHumanEsophagusESCC1.27e-142.26e-010.1236
128387TATDN3P23T-EHumanEsophagusESCC1.91e-143.44e-010.108
128387TATDN3P24T-EHumanEsophagusESCC5.03e-081.99e-010.1287
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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
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
∗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:00903053EsophagusESCCnucleic acid phosphodiester bond hydrolysis163/8552261/187233.07e-085.73e-07163
GO:0090305LiverHCCnucleic acid phosphodiester bond hydrolysis152/7958261/187231.90e-073.46e-06152
GO:00903052Oral cavityOSCCnucleic acid phosphodiester bond hydrolysis142/7305261/187232.90e-074.43e-06142
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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
TATDN3SNVMissense_Mutationrs761487531c.426N>Cp.Leu142Phep.L142FQ17R31protein_codingdeleterious(0)probably_damaging(0.988)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
TATDN3SNVMissense_Mutationc.185N>Gp.Phe62Cysp.F62CQ17R31protein_codingdeleterious(0.02)probably_damaging(0.96)TCGA-AO-A0J2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
TATDN3SNVMissense_Mutationnovelc.610C>Gp.Leu204Valp.L204VQ17R31protein_codingtolerated_low_confidence(0.38)benign(0.003)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TATDN3SNVMissense_Mutationc.73G>Ap.Asp25Asnp.D25NQ17R31protein_codingtolerated(0.15)possibly_damaging(0.528)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TATDN3SNVMissense_Mutationnovelc.610N>Gp.Leu204Valp.L204VQ17R31protein_codingtolerated_low_confidence(0.38)benign(0.003)TCGA-EK-A2H0-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TATDN3SNVMissense_Mutationnovelc.610N>Gp.Leu204Valp.L204VQ17R31protein_codingtolerated_low_confidence(0.38)benign(0.003)TCGA-ZJ-A8QQ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TATDN3SNVMissense_Mutationnovelc.288G>Tp.Glu96Aspp.E96DQ17R31protein_codingtolerated(0.13)benign(0.005)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TATDN3SNVMissense_Mutationc.803C>Tp.Ala268Valp.A268VQ17R31protein_codingdeleterious(0.02)probably_damaging(0.972)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TATDN3SNVMissense_Mutationnovelc.205N>Tp.Val69Phep.V69FQ17R31protein_codingdeleterious(0)possibly_damaging(0.577)TCGA-D5-6536-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapy5-fuSD
TATDN3SNVMissense_Mutationc.10N>Ap.Ala4Thrp.A4TQ17R31protein_codingtolerated_low_confidence(0.31)benign(0.053)TCGA-G4-6302-01Colorectumcolon 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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