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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: TYMP

Gene summary for TYMP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TYMP

Gene ID

1890

Gene namethymidine phosphorylase
Gene AliasECGF
Cytomap22q13.33
Gene Typeprotein-coding
GO ID

GO:0000002

UniProtAcc

B2RBL3


Top

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
1890TYMPGSM4909285HumanBreastIDC1.67e-05-3.49e-010.21
1890TYMPGSM4909286HumanBreastIDC3.23e-26-5.84e-010.1081
1890TYMPGSM4909290HumanBreastIDC1.01e-085.28e-010.2096
1890TYMPGSM4909293HumanBreastIDC2.39e-04-2.31e-010.1581
1890TYMPGSM4909296HumanBreastIDC2.89e-26-5.51e-010.1524
1890TYMPGSM4909297HumanBreastIDC1.38e-11-2.52e-010.1517
1890TYMPGSM4909298HumanBreastIDC1.95e-17-5.10e-010.1551
1890TYMPGSM4909299HumanBreastIDC6.11e-03-2.03e-010.035
1890TYMPGSM4909301HumanBreastIDC1.85e-02-2.74e-010.1577
1890TYMPGSM4909302HumanBreastIDC2.16e-02-2.85e-010.1545
1890TYMPGSM4909311HumanBreastIDC1.28e-31-4.24e-010.1534
1890TYMPGSM4909312HumanBreastIDC3.69e-14-3.38e-010.1552
1890TYMPGSM4909315HumanBreastIDC4.31e-06-3.59e-010.21
1890TYMPGSM4909319HumanBreastIDC3.65e-33-2.55e-010.1563
1890TYMPGSM4909321HumanBreastIDC3.71e-112.92e-010.1559
1890TYMPbrca1HumanBreastPrecancer6.78e-247.23e-01-0.0338
1890TYMPbrca2HumanBreastPrecancer1.40e-256.44e-01-0.024
1890TYMPbrca3HumanBreastPrecancer2.33e-184.98e-01-0.0263
1890TYMPNCCBC14HumanBreastDCIS4.00e-02-3.33e-020.2021
1890TYMPNCCBC5HumanBreastDCIS5.94e-214.86e-010.2046
Page: 1 2 3 4 5 6 7 8 9 10 

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
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00091179BreastPrecancernucleotide metabolic process56/1080489/187237.40e-073.00e-0556
GO:00067539BreastPrecancernucleoside phosphate metabolic process56/1080497/187231.24e-064.70e-0556
GO:00346558BreastPrecancernucleobase-containing compound catabolic process42/1080407/187231.91e-043.06e-0342
GO:00467007BreastPrecancerheterocycle catabolic process44/1080445/187233.49e-044.88e-0344
GO:00442708BreastPrecancercellular nitrogen compound catabolic process44/1080451/187234.64e-046.12e-0344
GO:00194397BreastPrecanceraromatic compound catabolic process44/1080467/187239.55e-041.07e-0244
GO:19013617BreastPrecancerorganic cyclic compound catabolic process45/1080495/187231.73e-031.74e-0245
GO:000675313BreastIDCnucleoside phosphate metabolic process68/1434497/187232.01e-068.23e-0568
GO:000911713BreastIDCnucleotide metabolic process67/1434489/187232.28e-069.05e-0567
GO:190136112BreastIDCorganic cyclic compound catabolic process56/1434495/187232.12e-031.99e-0256
GO:004670012BreastIDCheterocycle catabolic process51/1434445/187232.51e-032.25e-0251
GO:003465513BreastIDCnucleobase-containing compound catabolic process47/1434407/187233.12e-032.63e-0247
GO:004427012BreastIDCcellular nitrogen compound catabolic process50/1434451/187235.29e-033.93e-0250
GO:001943912BreastIDCaromatic compound catabolic process51/1434467/187236.54e-034.59e-0251
GO:000911723BreastDCISnucleotide metabolic process65/1390489/187233.19e-061.03e-0465
GO:000675323BreastDCISnucleoside phosphate metabolic process65/1390497/187235.51e-061.59e-0465
GO:003465522BreastDCISnucleobase-containing compound catabolic process47/1390407/187231.69e-031.68e-0247
GO:190136122BreastDCISorganic cyclic compound catabolic process55/1390495/187231.75e-031.71e-0255
GO:004670022BreastDCISheterocycle catabolic process50/1390445/187232.19e-032.03e-0250
GO:001943922BreastDCISaromatic compound catabolic process51/1390467/187233.58e-032.92e-0251
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa052196BreastPrecancerBladder cancer9/68441/84654.65e-032.72e-022.08e-029
hsa0521913BreastPrecancerBladder cancer9/68441/84654.65e-032.72e-022.08e-029
hsa0521921BreastIDCBladder cancer10/86741/84657.07e-033.54e-022.65e-0210
hsa0521931BreastIDCBladder cancer10/86741/84657.07e-033.54e-022.65e-0210
hsa0521941BreastDCISBladder cancer10/84641/84655.96e-033.01e-022.21e-0210
hsa0521951BreastDCISBladder cancer10/84641/84655.96e-033.01e-022.21e-0210
hsa052197CervixCCBladder cancer16/126741/84651.45e-049.05e-045.35e-0416
hsa0521914CervixCCBladder cancer16/126741/84651.45e-049.05e-045.35e-0416
hsa0521910EsophagusESCCBladder cancer35/420541/84651.91e-061.15e-055.87e-0635
hsa012325EsophagusESCCNucleotide metabolism59/420585/84651.67e-046.58e-043.37e-0459
hsa002405EsophagusESCCPyrimidine metabolism41/420558/84659.14e-042.92e-031.49e-0341
hsa0521917EsophagusESCCBladder cancer35/420541/84651.91e-061.15e-055.87e-0635
hsa0123212EsophagusESCCNucleotide metabolism59/420585/84651.67e-046.58e-043.37e-0459
hsa0024012EsophagusESCCPyrimidine metabolism41/420558/84659.14e-042.92e-031.49e-0341
hsa052194LiverCirrhoticBladder cancer25/253041/84653.48e-052.57e-041.59e-0425
hsa01232LiverCirrhoticNucleotide metabolism39/253085/84651.27e-036.73e-034.15e-0339
hsa00240LiverCirrhoticPyrimidine metabolism27/253058/84655.31e-031.88e-021.16e-0227
hsa00983LiverCirrhoticDrug metabolism - other enzymes34/253080/84651.08e-023.57e-022.20e-0234
hsa0521911LiverCirrhoticBladder cancer25/253041/84653.48e-052.57e-041.59e-0425
hsa012321LiverCirrhoticNucleotide metabolism39/253085/84651.27e-036.73e-034.15e-0339
Page: 1 2 3 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
TYMPSNVMissense_Mutationnovelc.293C>Gp.Ser98Trpp.S98WP19971protein_codingdeleterious(0)probably_damaging(1)TCGA-GI-A2C9-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificSD
TYMPSNVMissense_Mutationrs776356925c.196N>Ap.Ala66Thrp.A66TP19971protein_codingtolerated(0.11)possibly_damaging(0.649)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TYMPSNVMissense_Mutationrs768461642c.151N>Ap.Glu51Lysp.E51KP19971protein_codingtolerated(0.55)benign(0.007)TCGA-C5-A3HD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TYMPSNVMissense_Mutationrs201513101c.316G>Cp.Glu106Glnp.E106QP19971protein_codingtolerated(0.15)benign(0.037)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TYMPSNVMissense_Mutationc.426G>Ap.Met142Ilep.M142IP19971protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TYMPSNVMissense_Mutationnovelc.581N>Tp.Ala194Valp.A194VP19971protein_codingdeleterious(0.02)probably_damaging(0.974)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TYMPSNVMissense_Mutationnovelc.239N>Gp.Leu80Argp.L80RP19971protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TYMPSNVMissense_Mutationc.383T>Ap.Val128Aspp.V128DP19971protein_codingdeleterious(0.01)probably_damaging(0.91)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
TYMPSNVMissense_Mutationc.413N>Tp.Cys138Phep.C138FP19971protein_codingtolerated(0.11)probably_damaging(1)TCGA-DM-A28C-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TYMPSNVMissense_Mutationc.249N>Tp.Met83Ilep.M83IP19971protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 

Top

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
1890TYMPGROWTH FACTOR, DRUGGABLE GENOMEFLUOROURACILFLUOROURACIL11205264
1890TYMPGROWTH FACTOR, DRUGGABLE GENOMES-116685374
1890TYMPGROWTH FACTOR, DRUGGABLE GENOMEfluorouracilFLUOROURACIL24167597
1890TYMPGROWTH FACTOR, DRUGGABLE GENOMEcapecitabineCAPECITABINE24167597
1890TYMPGROWTH FACTOR, DRUGGABLE GENOMEinhibitorCHEMBL65375TIPIRACIL HYDROCHLORIDE
1890TYMPGROWTH FACTOR, DRUGGABLE GENOMEMPAPROGESTERONE12711006
1890TYMPGROWTH FACTOR, DRUGGABLE GENOMESULFASALAZINESULFASALAZINE15269287
1890TYMPGROWTH FACTOR, DRUGGABLE GENOMEUridineURIDINE
1890TYMPGROWTH FACTOR, DRUGGABLE GENOME5-DEOXY-5-FLUOROURIDINE11956613
Page: 1