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: TDG

Gene summary for TDG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TDG

Gene ID

6996

Gene namethymine DNA glycosylase
Gene AliashTDG
Cytomap12q23.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

B4E127


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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
6996TDGLZE4THumanEsophagusESCC1.09e-112.89e-010.0811
6996TDGLZE7THumanEsophagusESCC1.02e-098.92e-010.0667
6996TDGLZE8THumanEsophagusESCC3.36e-092.34e-010.067
6996TDGLZE20THumanEsophagusESCC4.97e-079.51e-030.0662
6996TDGLZE21D1HumanEsophagusHGIN1.50e-021.21e-010.0632
6996TDGLZE22THumanEsophagusESCC8.95e-105.07e-010.068
6996TDGLZE24THumanEsophagusESCC2.54e-155.04e-010.0596
6996TDGLZE21THumanEsophagusESCC8.07e-054.12e-010.0655
6996TDGP1T-EHumanEsophagusESCC7.31e-116.89e-010.0875
6996TDGP2T-EHumanEsophagusESCC4.64e-571.06e+000.1177
6996TDGP4T-EHumanEsophagusESCC1.29e-307.68e-010.1323
6996TDGP5T-EHumanEsophagusESCC1.47e-234.91e-010.1327
6996TDGP8T-EHumanEsophagusESCC8.47e-276.72e-010.0889
6996TDGP9T-EHumanEsophagusESCC1.36e-163.43e-010.1131
6996TDGP10T-EHumanEsophagusESCC4.48e-589.55e-010.116
6996TDGP11T-EHumanEsophagusESCC6.48e-138.74e-010.1426
6996TDGP12T-EHumanEsophagusESCC3.39e-314.99e-010.1122
6996TDGP15T-EHumanEsophagusESCC7.90e-174.03e-010.1149
6996TDGP16T-EHumanEsophagusESCC1.07e-244.33e-010.1153
6996TDGP17T-EHumanEsophagusESCC4.11e-073.88e-010.1278
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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
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
GO:003465519EsophagusHGINnucleobase-containing compound catabolic process98/2587407/187231.44e-088.94e-0798
GO:004670017EsophagusHGINheterocycle catabolic process103/2587445/187235.44e-082.99e-06103
GO:004427018EsophagusHGINcellular nitrogen compound catabolic process103/2587451/187231.10e-075.56e-06103
GO:001943917EsophagusHGINaromatic compound catabolic process105/2587467/187231.89e-079.31e-06105
GO:000632516EsophagusHGINchromatin organization92/2587409/187231.05e-064.16e-0592
GO:190136117EsophagusHGINorganic cyclic compound catabolic process106/2587495/187231.94e-067.13e-05106
GO:00196924EsophagusHGINdeoxyribose phosphate metabolic process16/258742/187237.90e-051.76e-0316
GO:00092624EsophagusHGINdeoxyribonucleotide metabolic process16/258744/187231.51e-042.97e-0316
GO:00093944EsophagusHGIN2'-deoxyribonucleotide metabolic process15/258740/187231.62e-043.16e-0315
GO:00092643EsophagusHGINdeoxyribonucleotide catabolic process12/258730/187233.62e-045.68e-0312
GO:00463863EsophagusHGINdeoxyribose phosphate catabolic process12/258731/187235.17e-047.46e-0312
GO:000911720EsophagusHGINnucleotide metabolic process92/2587489/187231.11e-031.36e-0292
GO:000675320EsophagusHGINnucleoside phosphate metabolic process93/2587497/187231.25e-031.49e-0293
GO:00092233EsophagusHGINpyrimidine deoxyribonucleotide catabolic process8/258719/187232.40e-032.41e-028
GO:0006285EsophagusHGINbase-excision repair, AP site formation6/258712/187233.03e-032.88e-026
GO:00092193EsophagusHGINpyrimidine deoxyribonucleotide metabolic process9/258724/187233.33e-033.12e-029
GO:00062442EsophagusHGINpyrimidine nucleotide catabolic process8/258721/187235.00e-034.19e-028
GO:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa034104EsophagusESCCBase excision repair38/420544/84653.59e-072.62e-061.34e-0638
hsa0341011EsophagusESCCBase excision repair38/420544/84653.59e-072.62e-061.34e-0638
hsa03410Oral cavityOSCCBase excision repair32/370444/84659.11e-053.25e-041.65e-0432
hsa034101Oral cavityOSCCBase excision repair32/370444/84659.11e-053.25e-041.65e-0432
hsa034102Oral cavityLPBase excision repair23/241844/84657.66e-043.75e-032.42e-0323
hsa034103Oral cavityLPBase excision repair23/241844/84657.66e-043.75e-032.42e-0323
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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
TDGSNVMissense_Mutationnovelc.40N>Cp.Ala14Prop.A14PQ13569protein_codingtolerated_low_confidence(0.07)benign(0.087)TCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
TDGSNVMissense_Mutationnovelc.422N>Tp.Pro141Leup.P141LQ13569protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TDGSNVMissense_Mutationnovelc.1015N>Cp.Glu339Glnp.E339QQ13569protein_codingdeleterious(0.05)benign(0.282)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TDGSNVMissense_Mutationnovelc.253T>Cp.Ser85Prop.S85PQ13569protein_codingtolerated(0.31)benign(0.216)TCGA-A6-2675-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TDGSNVMissense_Mutationc.1114N>Ap.Glu372Lysp.E372KQ13569protein_codingtolerated_low_confidence(0.1)benign(0.021)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TDGSNVMissense_Mutationc.651N>Tp.Gln217Hisp.Q217HQ13569protein_codingdeleterious(0)benign(0.394)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TDGSNVMissense_Mutationc.553T>Ap.Tyr185Asnp.Y185NQ13569protein_codingdeleterious(0.01)possibly_damaging(0.782)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TDGSNVMissense_Mutationnovelc.1158G>Cp.Gln386Hisp.Q386HQ13569protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.998)TCGA-AG-A014-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
TDGSNVMissense_Mutationnovelc.1018G>Tp.Ala340Serp.A340SQ13569protein_codingtolerated(0.17)benign(0.135)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
TDGSNVMissense_Mutationnovelc.133C>Tp.Pro45Serp.P45SQ13569protein_codingdeleterious_low_confidence(0.02)benign(0.001)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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