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: TNKS

Gene summary for TNKS

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TNKS

Gene ID

8658

Gene nametankyrase
Gene AliasARTD5
Cytomap8p23.1
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

O95271


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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
8658TNKSCCI_1HumanCervixCC5.95e-035.62e-010.528
8658TNKSCCI_2HumanCervixCC4.10e-057.83e-010.5249
8658TNKSCCI_3HumanCervixCC1.02e-046.39e-010.516
8658TNKSHTA11_3410_2000001011HumanColorectumAD2.16e-16-5.20e-010.0155
8658TNKSHTA11_2487_2000001011HumanColorectumSER4.94e-02-3.20e-01-0.1808
8658TNKSHTA11_3361_2000001011HumanColorectumAD1.67e-04-4.90e-01-0.1207
8658TNKSHTA11_83_2000001011HumanColorectumSER3.17e-02-3.41e-01-0.1526
8658TNKSHTA11_696_2000001011HumanColorectumAD8.30e-15-3.86e-01-0.1464
8658TNKSHTA11_866_2000001011HumanColorectumAD1.00e-06-3.35e-01-0.1001
8658TNKSHTA11_5212_2000001011HumanColorectumAD1.85e-04-6.03e-01-0.2061
8658TNKSHTA11_866_3004761011HumanColorectumAD1.65e-05-4.15e-010.096
8658TNKSHTA11_8622_2000001021HumanColorectumSER1.21e-02-5.33e-010.0528
8658TNKSHTA11_10711_2000001011HumanColorectumAD6.31e-03-3.25e-010.0338
8658TNKSHTA11_7696_3000711011HumanColorectumAD1.20e-09-3.93e-010.0674
8658TNKSHTA11_99999965104_69814HumanColorectumMSS2.16e-08-5.10e-010.281
8658TNKSHTA11_99999971662_82457HumanColorectumMSS3.75e-12-4.38e-010.3859
8658TNKSHTA11_99999974143_84620HumanColorectumMSS5.19e-06-3.35e-010.3005
8658TNKSA001-C-207HumanColorectumFAP3.88e-02-1.47e-010.1278
8658TNKSA015-C-203HumanColorectumFAP2.42e-29-2.36e-01-0.1294
8658TNKSA015-C-204HumanColorectumFAP5.36e-05-2.31e-01-0.0228
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:00519734ColorectumCRCpositive regulation of telomerase activity12/207834/187231.78e-043.17e-0312
GO:20012525ColorectumCRCpositive regulation of chromosome organization21/207882/187231.82e-043.20e-0321
GO:00182103ColorectumCRCpeptidyl-threonine modification28/2078125/187232.10e-043.55e-0328
GO:00070633ColorectumCRCregulation of sister chromatid cohesion9/207821/187232.12e-043.56e-039
GO:20005735ColorectumCRCpositive regulation of DNA biosynthetic process18/207866/187232.21e-043.69e-0318
GO:00330443ColorectumCRCregulation of chromosome organization37/2078187/187233.34e-045.10e-0337
GO:00902633ColorectumCRCpositive regulation of canonical Wnt signaling pathway24/2078106/187234.89e-047.00e-0324
GO:00070623ColorectumCRCsister chromatid cohesion16/207862/187239.40e-041.15e-0216
GO:00322045ColorectumCRCregulation of telomere maintenance19/207880/187239.89e-041.18e-0219
GO:00007235ColorectumCRCtelomere maintenance26/2078131/187232.29e-032.20e-0226
GO:00070643ColorectumCRCmitotic sister chromatid cohesion9/207828/187232.43e-032.30e-029
GO:00070044ColorectumCRCtelomere maintenance via telomerase16/207869/187233.12e-032.75e-0216
GO:00511003ColorectumCRCnegative regulation of binding30/2078162/187233.36e-032.87e-0230
GO:00322065ColorectumCRCpositive regulation of telomere maintenance13/207852/187233.71e-033.12e-0213
GO:00322102ColorectumCRCregulation of telomere maintenance via telomerase13/207853/187234.42e-033.47e-0213
GO:00064035ColorectumCRCRNA localization35/2078201/187234.64e-033.61e-0235
GO:19043585ColorectumCRCpositive regulation of telomere maintenance via telomere lengthening10/207837/187235.78e-034.31e-0210
GO:19043565ColorectumCRCregulation of telomere maintenance via telomere lengthening14/207861/187236.06e-034.46e-0214
GO:00070513ColorectumCRCspindle organization32/2078184/187236.70e-034.77e-0232
GO:0034086ColorectumCRCmaintenance of sister chromatid cohesion5/207812/187236.79e-034.77e-025
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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
TNKSSNVMissense_Mutationnovelc.401C>Tp.Ser134Phep.S134FO95271protein_codingdeleterious_low_confidence(0.01)benign(0.248)TCGA-A2-A0CR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
TNKSSNVMissense_Mutationrs767692118c.3854N>Gp.Asn1285Serp.N1285SO95271protein_codingdeleterious(0.02)benign(0.198)TCGA-A2-A4S2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinCR
TNKSSNVMissense_Mutationrs762904486c.286N>Gp.Ile96Valp.I96VO95271protein_codingdeleterious_low_confidence(0.04)benign(0)TCGA-D8-A145-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
TNKSinsertionFrame_Shift_Insnovelc.560_561insTTGTTGTTTTTGTGACAGGGTCTCCp.Glu188CysfsTer62p.E188Cfs*62O95271protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TNKSdeletionFrame_Shift_Delnovelc.3731delTp.Ile1244AsnfsTer11p.I1244Nfs*11O95271protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TNKSSNVMissense_Mutationrs753349258c.932N>Ap.Arg311Glnp.R311QO95271protein_codingtolerated(0.08)benign(0.036)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TNKSSNVMissense_Mutationnovelc.2087N>Ap.Arg696Hisp.R696HO95271protein_codingtolerated(0.27)probably_damaging(0.985)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TNKSSNVMissense_Mutationnovelc.3482N>Ap.Arg1161Glnp.R1161QO95271protein_codingdeleterious(0)probably_damaging(0.976)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TNKSSNVMissense_Mutationc.1240N>Tp.His414Tyrp.H414YO95271protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-C5-A1BF-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
TNKSSNVMissense_Mutationrs372614885c.3978N>Cp.Lys1326Asnp.K1326NO95271protein_codingdeleterious_low_confidence(0)probably_damaging(0.966)TCGA-C5-A7UI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
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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
8658TNKSDRUGGABLE GENOME, ENZYMEPMID27841036-Compound-37
8658TNKSDRUGGABLE GENOME, ENZYME2X-1212X-121
8658TNKSDRUGGABLE GENOME, ENZYMEinhibitor404859121
8658TNKSDRUGGABLE GENOME, ENZYMEinhibitor404859123
8658TNKSDRUGGABLE GENOME, ENZYMEinhibitor404859120
8658TNKSDRUGGABLE GENOME, ENZYMEinhibitor404859118
8658TNKSDRUGGABLE GENOME, ENZYMEinhibitor404859119
8658TNKSDRUGGABLE GENOME, ENZYMEBGB-290PAMIPARIB
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