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: TGDS

Gene summary for TGDS

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TGDS

Gene ID

23483

Gene nameTDP-glucose 4,6-dehydratase
Gene AliasCATMANS
Cytomap13q32.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O95455


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
23483TGDSLZE4THumanEsophagusESCC1.29e-061.32e-010.0811
23483TGDSLZE22THumanEsophagusESCC2.07e-032.11e-010.068
23483TGDSLZE24THumanEsophagusESCC8.81e-051.44e-010.0596
23483TGDSP2T-EHumanEsophagusESCC1.78e-112.07e-010.1177
23483TGDSP4T-EHumanEsophagusESCC6.33e-143.40e-010.1323
23483TGDSP5T-EHumanEsophagusESCC1.35e-037.65e-020.1327
23483TGDSP8T-EHumanEsophagusESCC3.92e-172.35e-010.0889
23483TGDSP9T-EHumanEsophagusESCC5.69e-041.15e-010.1131
23483TGDSP10T-EHumanEsophagusESCC2.37e-152.83e-010.116
23483TGDSP11T-EHumanEsophagusESCC1.70e-073.87e-010.1426
23483TGDSP12T-EHumanEsophagusESCC4.02e-264.13e-010.1122
23483TGDSP15T-EHumanEsophagusESCC1.02e-112.12e-010.1149
23483TGDSP16T-EHumanEsophagusESCC8.60e-182.71e-010.1153
23483TGDSP17T-EHumanEsophagusESCC1.92e-031.66e-010.1278
23483TGDSP20T-EHumanEsophagusESCC3.04e-091.50e-010.1124
23483TGDSP21T-EHumanEsophagusESCC3.45e-101.23e-010.1617
23483TGDSP22T-EHumanEsophagusESCC1.91e-044.47e-020.1236
23483TGDSP23T-EHumanEsophagusESCC8.01e-061.95e-010.108
23483TGDSP24T-EHumanEsophagusESCC4.87e-151.12e-010.1287
23483TGDSP26T-EHumanEsophagusESCC3.84e-172.26e-010.1276
Page: 1 2 3 

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
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.

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:00024431CervixHSIL_HPVleukocyte mediated immunity41/737440/187233.14e-071.76e-0541
GO:00022631CervixHSIL_HPVcell activation involved in immune response28/737279/187235.84e-062.13e-0428
GO:000227411CervixHSIL_HPVmyeloid leukocyte activation23/737223/187232.53e-057.53e-0423
GO:0002366CervixHSIL_HPVleukocyte activation involved in immune response26/737275/187233.52e-059.72e-0426
GO:004645611CervixHSIL_HPVicosanoid biosynthetic process10/73756/187235.80e-051.40e-0310
GO:000151611CervixHSIL_HPVprostaglandin biosynthetic process7/73731/187231.64e-043.14e-037
GO:004645711CervixHSIL_HPVprostanoid biosynthetic process7/73731/187231.64e-043.14e-037
GO:00066927CervixHSIL_HPVprostanoid metabolic process8/73749/187235.99e-048.37e-038
GO:00066937CervixHSIL_HPVprostaglandin metabolic process8/73749/187235.99e-048.37e-038
GO:00066907CervixHSIL_HPVicosanoid metabolic process12/737123/187233.36e-033.04e-0212
GO:00066362CervixHSIL_HPVunsaturated fatty acid biosynthetic process7/73751/187233.65e-033.25e-027
GO:00024432CervixN_HPVleukocyte mediated immunity39/534440/187233.94e-102.24e-0739
GO:000227421CervixN_HPVmyeloid leukocyte activation21/534223/187231.78e-069.21e-0521
GO:00022632CervixN_HPVcell activation involved in immune response20/534279/187231.59e-042.82e-0320
GO:00023661CervixN_HPVleukocyte activation involved in immune response19/534275/187233.66e-045.35e-0319
GO:004645621CervixN_HPVicosanoid biosynthetic process7/53456/187231.02e-031.20e-027
GO:0043299CervixN_HPVleukocyte degranulation7/53473/187234.74e-033.51e-027
GO:0002444CervixN_HPVmyeloid leukocyte mediated immunity8/53499/187237.37e-034.80e-028
GO:00485119EndometriumAEHrhythmic process67/2100298/187231.69e-081.04e-0667
GO:00516568EndometriumAEHestablishment of organelle localization77/2100390/187234.89e-071.94e-0577
Page: 1 2 3 4 5 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa012505EsophagusESCCBiosynthesis of nucleotide sugars28/420537/84651.10e-033.42e-031.75e-0328
hsa0125012EsophagusESCCBiosynthesis of nucleotide sugars28/420537/84651.10e-033.42e-031.75e-0328
hsa012504Oral cavityOSCCBiosynthesis of nucleotide sugars25/370437/84652.93e-037.49e-033.81e-0325
hsa0125011Oral cavityOSCCBiosynthesis of nucleotide sugars25/370437/84652.93e-037.49e-033.81e-0325
Page: 1 

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
TGDSSNVMissense_Mutationc.610G>Ap.Glu204Lysp.E204KO95455protein_codingdeleterious(0)probably_damaging(0.977)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
TGDSSNVMissense_Mutationnovelc.17N>Tp.Trp6Leup.W6LO95455protein_codingtolerated_low_confidence(0.43)benign(0)TCGA-JL-A3YW-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TGDSSNVMissense_Mutationc.751N>Tp.Pro251Serp.P251SO95455protein_codingtolerated(0.07)benign(0.089)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TGDSSNVMissense_Mutationc.270G>Tp.Glu90Aspp.E90DO95455protein_codingdeleterious(0.02)probably_damaging(0.949)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TGDSSNVMissense_Mutationc.653G>Tp.Arg218Metp.R218MO95455protein_codingdeleterious(0.04)possibly_damaging(0.77)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TGDSSNVMissense_Mutationnovelc.148N>Tp.Asp50Tyrp.D50YO95455protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TGDSSNVMissense_Mutationc.853A>Gp.Met285Valp.M285VO95455protein_codingtolerated(0.74)benign(0)TCGA-AX-A06L-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TGDSSNVMissense_Mutationnovelc.80G>Ap.Gly27Aspp.G27DO95455protein_codingdeleterious(0)probably_damaging(0.983)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TGDSSNVMissense_Mutationrs748710870c.578N>Ap.Ser193Asnp.S193NO95455protein_codingdeleterious(0)possibly_damaging(0.545)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TGDSSNVMissense_Mutationc.215N>Gp.Phe72Cysp.F72CO95455protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=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
Page: 1