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: TPK1

Gene summary for TPK1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TPK1

Gene ID

27010

Gene namethiamin pyrophosphokinase 1
Gene AliasHTPK1
Cytomap7q35
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

F5GZG6


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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
27010TPK1HTA11_3410_2000001011HumanColorectumAD2.58e-09-4.48e-010.0155
27010TPK1HTA11_10711_2000001011HumanColorectumAD4.55e-03-4.19e-010.0338
27010TPK1HTA11_7696_3000711011HumanColorectumAD7.15e-12-3.98e-010.0674
27010TPK1HTA11_99999970781_79442HumanColorectumMSS3.07e-03-3.08e-010.294
27010TPK1HTA11_99999974143_84620HumanColorectumMSS1.44e-13-4.49e-010.3005
27010TPK1F007HumanColorectumFAP4.49e-03-3.42e-010.1176
27010TPK1A001-C-207HumanColorectumFAP3.99e-03-2.94e-010.1278
27010TPK1A015-C-203HumanColorectumFAP4.62e-17-4.30e-01-0.1294
27010TPK1A015-C-204HumanColorectumFAP3.13e-03-2.84e-01-0.0228
27010TPK1A002-C-201HumanColorectumFAP1.74e-09-3.64e-010.0324
27010TPK1A001-C-119HumanColorectumFAP7.47e-08-4.70e-01-0.1557
27010TPK1A001-C-108HumanColorectumFAP1.77e-09-3.43e-01-0.0272
27010TPK1A002-C-205HumanColorectumFAP3.18e-13-4.20e-01-0.1236
27010TPK1A001-C-104HumanColorectumFAP6.93e-07-3.08e-010.0184
27010TPK1A015-C-006HumanColorectumFAP7.62e-11-4.82e-01-0.0994
27010TPK1A015-C-106HumanColorectumFAP1.03e-06-2.59e-01-0.0511
27010TPK1A002-C-114HumanColorectumFAP7.28e-13-4.78e-01-0.1561
27010TPK1A015-C-104HumanColorectumFAP1.60e-18-4.23e-01-0.1899
27010TPK1A001-C-014HumanColorectumFAP7.67e-06-3.07e-010.0135
27010TPK1A002-C-016HumanColorectumFAP6.84e-09-2.98e-010.0521
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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:0042060ColorectumADwound healing128/3918422/187232.73e-067.89e-05128
GO:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:0044262ColorectumADcellular carbohydrate metabolic process87/3918283/187236.00e-051.01e-0387
GO:0006790ColorectumADsulfur compound metabolic process101/3918339/187236.46e-051.07e-03101
GO:0050878ColorectumADregulation of body fluid levels108/3918379/187232.54e-043.20e-03108
GO:0034308ColorectumADprimary alcohol metabolic process35/3918102/187231.16e-031.05e-0235
GO:0021915ColorectumADneural tube development45/3918152/187237.05e-034.31e-0245
GO:00420601ColorectumSERwound healing97/2897422/187232.69e-057.30e-0497
GO:00060661ColorectumSERalcohol metabolic process79/2897353/187233.50e-045.50e-0379
GO:00508781ColorectumSERregulation of body fluid levels81/2897379/187231.28e-031.43e-0281
GO:00060662ColorectumMSSalcohol metabolic process92/3467353/187232.57e-043.46e-0392
GO:00067902ColorectumMSSsulfur compound metabolic process85/3467339/187231.52e-031.39e-0285
GO:00420604ColorectumFAPwound healing99/2622422/187239.50e-086.33e-0699
GO:00442621ColorectumFAPcellular carbohydrate metabolic process66/2622283/187231.53e-054.01e-0466
GO:00508784ColorectumFAPregulation of body fluid levels79/2622379/187231.52e-042.35e-0379
GO:00219152ColorectumFAPneural tube development36/2622152/187239.05e-049.17e-0336
GO:00060663ColorectumFAPalcohol metabolic process69/2622353/187232.29e-031.85e-0269
GO:00420605ColorectumCRCwound healing80/2078422/187231.06e-066.54e-0580
GO:00508785ColorectumCRCregulation of body fluid levels65/2078379/187232.38e-043.96e-0365
GO:00442622ColorectumCRCcellular carbohydrate metabolic process49/2078283/187231.06e-031.24e-0249
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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
TPK1SNVMissense_Mutationc.298N>Ap.Asp100Asnp.D100NQ9H3S4protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
TPK1SNVMissense_Mutationnovelc.653C>Ap.Ser218Tyrp.S218YQ9H3S4protein_codingdeleterious(0)probably_damaging(0.975)TCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
TPK1SNVMissense_Mutationrs775457916c.51N>Cp.Leu17Phep.L17FQ9H3S4protein_codingtolerated(0.4)benign(0.375)TCGA-AD-6901-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
TPK1SNVMissense_Mutationnovelc.493C>Ap.Leu165Ilep.L165IQ9H3S4protein_codingdeleterious(0.04)possibly_damaging(0.752)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TPK1SNVMissense_Mutationnovelc.343A>Cp.Lys115Glnp.K115QQ9H3S4protein_codingtolerated(0.28)benign(0.005)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TPK1SNVMissense_Mutationrs200717734c.169G>Ap.Glu57Lysp.E57KQ9H3S4protein_codingtolerated(0.58)benign(0.035)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TPK1SNVMissense_Mutationc.194N>Tp.Pro65Leup.P65LQ9H3S4protein_codingdeleterious(0)probably_damaging(1)TCGA-CI-6624-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
TPK1SNVMissense_Mutationrs368467309c.97N>Tp.Arg33Cysp.R33CQ9H3S4protein_codingtolerated(0.12)possibly_damaging(0.704)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
TPK1SNVMissense_Mutationc.330N>Tp.Lys110Asnp.K110NQ9H3S4protein_codingtolerated(0.19)benign(0.038)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TPK1SNVMissense_Mutationc.718N>Ap.Ala240Thrp.A240TQ9H3S4protein_codingdeleterious(0.03)benign(0.18)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
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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
27010TPK1KINASE, ENZYMEANTIMETABOLITE228770
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