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:007149610CervixCCcellular response to external stimulus78/2311320/187231.82e-091.98e-0778
GO:00160557CervixCCWnt signaling pathway98/2311444/187234.82e-094.65e-0798
GO:01987387CervixCCcell-cell signaling by wnt98/2311446/187236.16e-095.58e-0798
GO:00301117CervixCCregulation of Wnt signaling pathway76/2311328/187233.05e-082.08e-0676
GO:005109810CervixCCregulation of binding80/2311363/187231.32e-076.42e-0680
GO:00002097CervixCCprotein polyubiquitination58/2311236/187231.57e-077.41e-0658
GO:00316689CervixCCcellular response to extracellular stimulus59/2311246/187233.03e-071.24e-0559
GO:00608287CervixCCregulation of canonical Wnt signaling pathway58/2311253/187231.83e-065.89e-0558
GO:00600707CervixCCcanonical Wnt signaling pathway66/2311303/187232.47e-067.35e-0566
GO:003166710CervixCCresponse to nutrient levels92/2311474/187235.80e-061.42e-0492
GO:00316698CervixCCcellular response to nutrient levels49/2311215/187231.32e-052.68e-0449
GO:005110110CervixCCregulation of DNA binding31/2311118/187232.91e-054.81e-0431
GO:00512368CervixCCestablishment of RNA localization39/2311166/187234.76e-057.25e-0439
GO:00070646CervixCCmitotic sister chromatid cohesion12/231128/187235.47e-058.06e-0412
GO:00181057CervixCCpeptidyl-serine phosphorylation63/2311315/187236.65e-059.47e-0463
GO:00506578CervixCCnucleic acid transport38/2311163/187237.06e-059.85e-0438
GO:00506588CervixCCRNA transport38/2311163/187237.06e-059.85e-0438
GO:00106399CervixCCnegative regulation of organelle organization68/2311348/187237.40e-051.03e-0368
GO:00182096CervixCCpeptidyl-serine modification66/2311338/187239.58e-051.25e-0366
GO:00340864CervixCCmaintenance of sister chromatid cohesion7/231112/187231.94e-042.24e-037
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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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