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: TNK1

Gene summary for TNK1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TNK1

Gene ID

8711

Gene nametyrosine kinase non receptor 1
Gene AliasKOS1
Cytomap17p13.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q13470


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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
8711TNK1LZE4THumanEsophagusESCC4.10e-092.75e-010.0811
8711TNK1LZE8THumanEsophagusESCC1.02e-031.66e-010.067
8711TNK1LZE20THumanEsophagusESCC8.23e-051.41e-010.0662
8711TNK1LZE24THumanEsophagusESCC5.08e-255.80e-010.0596
8711TNK1LZE21THumanEsophagusESCC1.89e-042.98e-010.0655
8711TNK1P1T-EHumanEsophagusESCC4.25e-114.71e-010.0875
8711TNK1P2T-EHumanEsophagusESCC3.51e-122.20e-010.1177
8711TNK1P4T-EHumanEsophagusESCC1.41e-102.49e-010.1323
8711TNK1P5T-EHumanEsophagusESCC4.48e-021.29e-010.1327
8711TNK1P8T-EHumanEsophagusESCC1.08e-112.09e-010.0889
8711TNK1P9T-EHumanEsophagusESCC3.19e-092.10e-010.1131
8711TNK1P10T-EHumanEsophagusESCC1.13e-091.45e-010.116
8711TNK1P11T-EHumanEsophagusESCC6.63e-116.17e-010.1426
8711TNK1P12T-EHumanEsophagusESCC9.50e-193.62e-010.1122
8711TNK1P15T-EHumanEsophagusESCC1.10e-162.55e-010.1149
8711TNK1P16T-EHumanEsophagusESCC4.99e-131.88e-010.1153
8711TNK1P17T-EHumanEsophagusESCC8.25e-061.99e-010.1278
8711TNK1P20T-EHumanEsophagusESCC9.74e-235.19e-010.1124
8711TNK1P21T-EHumanEsophagusESCC8.61e-346.70e-010.1617
8711TNK1P22T-EHumanEsophagusESCC1.16e-142.33e-010.1236
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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
∗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:0006650ColorectumADglycerophospholipid metabolic process83/3918306/187235.40e-033.55e-0283
GO:0006644ColorectumADphospholipid metabolic process101/3918383/187235.80e-033.67e-02101
GO:0045017ColorectumADglycerolipid biosynthetic process69/3918252/187238.33e-034.88e-0269
GO:0046486ColorectumSERglycerolipid metabolic process82/2897392/187232.26e-032.17e-0282
GO:00066441ColorectumSERphospholipid metabolic process79/2897383/187233.94e-033.24e-0279
GO:00450171ColorectumSERglycerolipid biosynthetic process55/2897252/187234.47e-033.56e-0255
GO:00066501ColorectumSERglycerophospholipid metabolic process64/2897306/187236.41e-034.60e-0264
GO:0008654ColorectumFAPphospholipid biosynthetic process54/2622253/187238.88e-049.08e-0354
GO:00066502ColorectumFAPglycerophospholipid metabolic process62/2622306/187231.54e-031.38e-0262
GO:00066442ColorectumFAPphospholipid metabolic process74/2622383/187232.24e-031.83e-0274
GO:0046474ColorectumFAPglycerophospholipid biosynthetic process44/2622211/187233.98e-032.76e-0244
GO:00450172ColorectumFAPglycerolipid biosynthetic process50/2622252/187236.32e-033.95e-0250
GO:00086541ColorectumCRCphospholipid biosynthetic process49/2078253/187237.07e-051.51e-0349
GO:00066503ColorectumCRCglycerophospholipid metabolic process55/2078306/187232.10e-043.55e-0355
GO:00450173ColorectumCRCglycerolipid biosynthetic process47/2078252/187232.47e-044.06e-0347
GO:00066443ColorectumCRCphospholipid metabolic process65/2078383/187233.21e-044.95e-0365
GO:00464741ColorectumCRCglycerophospholipid biosynthetic process40/2078211/187234.91e-047.02e-0340
GO:00464861ColorectumCRCglycerolipid metabolic process64/2078392/187231.01e-031.19e-0264
GO:00086544EsophagusESCCphospholipid biosynthetic process162/8552253/187232.59e-095.73e-08162
GO:00464744EsophagusESCCglycerophospholipid biosynthetic process135/8552211/187235.75e-081.02e-06135
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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
TNK1SNVMissense_Mutationnovelc.1979G>Tp.Arg660Leup.R660LQ13470protein_codingdeleterious(0.03)possibly_damaging(0.814)TCGA-AC-A3EH-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
TNK1insertionFrame_Shift_Insnovelc.1334_1335insGp.Pro449AlafsTer74p.P449Afs*74Q13470protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TNK1deletionFrame_Shift_Delnovelc.1277delAp.Asn426MetfsTer15p.N426Mfs*15Q13470protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TNK1SNVMissense_Mutationnovelc.287N>Tp.Ser96Ilep.S96IQ13470protein_codingdeleterious(0.02)benign(0.085)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TNK1SNVMissense_Mutationnovelc.940N>Cp.Trp314Argp.W314RQ13470protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TNK1SNVMissense_Mutationnovelc.1583N>Ap.Ala528Aspp.A528DQ13470protein_codingtolerated(0.43)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TNK1SNVMissense_Mutationrs369367062c.1535N>Ap.Arg512Hisp.R512HQ13470protein_codingtolerated(0.12)benign(0)TCGA-AA-3812-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TNK1SNVMissense_Mutationnovelc.1650N>Ap.Ser550Argp.S550RQ13470protein_codingtolerated(0.42)benign(0.027)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TNK1SNVMissense_Mutationrs752097496c.170N>Ap.Arg57Hisp.R57HQ13470protein_codingdeleterious(0)benign(0.196)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TNK1SNVMissense_Mutationnovelc.1066G>Ap.Ala356Thrp.A356TQ13470protein_codingdeleterious(0.02)possibly_damaging(0.491)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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
8711TNK1KINASE, DRUGGABLE GENOME, TYROSINE KINASE, ENZYMEinhibitorTOZASERTIBTOZASERTIB19035792
8711TNK1KINASE, DRUGGABLE GENOME, TYROSINE KINASE, ENZYMEinhibitor249565737
8711TNK1KINASE, DRUGGABLE GENOME, TYROSINE KINASE, ENZYMEinhibitor363894223
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