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: TDP2

Gene summary for TDP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TDP2

Gene ID

51567

Gene nametyrosyl-DNA phosphodiesterase 2
Gene AliasAD022
Cytomap6p22.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O95551


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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
51567TDP2LZE4THumanEsophagusESCC7.15e-248.84e-010.0811
51567TDP2LZE5THumanEsophagusESCC1.04e-052.58e-010.0514
51567TDP2LZE7THumanEsophagusESCC1.04e-075.15e-010.0667
51567TDP2LZE20THumanEsophagusESCC3.14e-071.77e-010.0662
51567TDP2LZE22THumanEsophagusESCC1.81e-054.57e-010.068
51567TDP2LZE24THumanEsophagusESCC1.60e-174.57e-010.0596
51567TDP2LZE21THumanEsophagusESCC1.59e-032.17e-010.0655
51567TDP2P1T-EHumanEsophagusESCC1.17e-032.43e-010.0875
51567TDP2P2T-EHumanEsophagusESCC4.20e-212.89e-010.1177
51567TDP2P4T-EHumanEsophagusESCC5.86e-265.91e-010.1323
51567TDP2P5T-EHumanEsophagusESCC1.33e-082.88e-020.1327
51567TDP2P8T-EHumanEsophagusESCC1.15e-183.20e-010.0889
51567TDP2P9T-EHumanEsophagusESCC5.69e-246.16e-010.1131
51567TDP2P10T-EHumanEsophagusESCC2.49e-222.54e-010.116
51567TDP2P11T-EHumanEsophagusESCC1.53e-083.86e-010.1426
51567TDP2P12T-EHumanEsophagusESCC6.40e-203.44e-010.1122
51567TDP2P15T-EHumanEsophagusESCC4.18e-132.81e-010.1149
51567TDP2P16T-EHumanEsophagusESCC4.47e-161.97e-010.1153
51567TDP2P17T-EHumanEsophagusESCC2.38e-032.25e-010.1278
51567TDP2P19T-EHumanEsophagusESCC4.60e-054.41e-010.1662
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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
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:00903053EsophagusESCCnucleic acid phosphodiester bond hydrolysis163/8552261/187233.07e-085.73e-07163
GO:00063024EsophagusESCCdouble-strand break repair152/8552251/187231.33e-061.62e-05152
GO:0090305LiverHCCnucleic acid phosphodiester bond hydrolysis152/7958261/187231.90e-073.46e-06152
GO:00063021LiverHCCdouble-strand break repair131/7958251/187231.17e-036.54e-03131
GO:00903052Oral cavityOSCCnucleic acid phosphodiester bond hydrolysis142/7305261/187232.90e-074.43e-06142
GO:00063023Oral cavityOSCCdouble-strand break repair132/7305251/187237.93e-068.52e-05132
GO:00903051Oral cavityLPnucleic acid phosphodiester bond hydrolysis92/4623261/187238.07e-051.04e-0392
GO:000630211Oral cavityLPdouble-strand break repair80/4623251/187235.81e-033.46e-0280
GO:00903054SkincSCCnucleic acid phosphodiester bond hydrolysis97/4864261/187234.08e-054.34e-0497
GO:00063025SkincSCCdouble-strand break repair89/4864251/187235.23e-043.92e-0389
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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
TDP2SNVMissense_Mutationc.655N>Cp.Glu219Glnp.E219QO95551protein_codingtolerated(0.05)benign(0.439)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
TDP2SNVMissense_Mutationc.272A>Cp.Glu91Alap.E91AO95551protein_codingtolerated(0.55)benign(0.007)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TDP2SNVMissense_Mutationc.710N>Ap.Arg237Glnp.R237QO95551protein_codingdeleterious(0.03)probably_damaging(1)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TDP2SNVMissense_Mutationnovelc.995G>Ap.Arg332Glnp.R332QO95551protein_codingtolerated(1)benign(0.007)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TDP2SNVMissense_Mutationnovelc.491G>Tp.Arg164Ilep.R164IO95551protein_codingdeleterious(0.04)benign(0.392)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TDP2SNVMissense_Mutationc.85T>Ap.Cys29Serp.C29SO95551protein_codingdeleterious(0.02)benign(0.197)TCGA-G5-6641-01Colorectumrectum adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinSD
TDP2deletionFrame_Shift_Delc.71delNp.Lys24SerfsTer35p.K24Sfs*35O95551protein_codingTCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
TDP2SNVMissense_Mutationc.710N>Tp.Arg237Leup.R237LO95551protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TDP2SNVMissense_Mutationc.796A>Gp.Arg266Glyp.R266GO95551protein_codingdeleterious(0)probably_damaging(0.925)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
TDP2SNVMissense_Mutationrs745911675c.940N>Tp.Arg314Cysp.R314CO95551protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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
51567TDP2ENZYME, TRANSCRIPTION FACTOR, DRUGGABLE GENOME9,10-PHENANTHRENEQUINONE9,10-PHENANTHRENEQUINONE
51567TDP2ENZYME, TRANSCRIPTION FACTOR, DRUGGABLE GENOMEGNF-PF-4418CHEMBL604321
51567TDP2ENZYME, TRANSCRIPTION FACTOR, DRUGGABLE GENOME(-)-DICENTRINECHEMBL478754
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