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: TESK2

Gene summary for TESK2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TESK2

Gene ID

10420

Gene nametestis associated actin remodelling kinase 2
Gene AliasTESK2
Cytomap1p34.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

B4DFN2


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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
10420TESK2HTA11_347_2000001011HumanColorectumAD6.71e-187.55e-01-0.1954
10420TESK2HTA11_696_2000001011HumanColorectumAD2.92e-044.36e-01-0.1464
10420TESK2HTA11_5212_2000001011HumanColorectumAD4.78e-035.85e-01-0.2061
10420TESK2A015-C-203HumanColorectumFAP7.77e-06-9.82e-02-0.1294
10420TESK2A002-C-205HumanColorectumFAP1.16e-02-5.92e-02-0.1236
10420TESK2A015-C-006HumanColorectumFAP4.35e-02-2.21e-01-0.0994
10420TESK2A015-C-106HumanColorectumFAP2.62e-03-1.45e-01-0.0511
10420TESK2A002-C-114HumanColorectumFAP8.06e-04-2.36e-01-0.1561
10420TESK2A015-C-104HumanColorectumFAP2.08e-07-1.75e-01-0.1899
10420TESK2A001-C-014HumanColorectumFAP3.27e-02-1.74e-010.0135
10420TESK2A002-C-016HumanColorectumFAP2.51e-03-1.70e-010.0521
10420TESK2A002-C-116HumanColorectumFAP2.88e-05-1.32e-01-0.0452
10420TESK2F034HumanColorectumFAP4.46e-04-1.76e-01-0.0665
10420TESK2AEH-subject1HumanEndometriumAEH5.52e-072.55e-01-0.3059
10420TESK2AEH-subject3HumanEndometriumAEH2.98e-032.35e-01-0.2576
10420TESK2AEH-subject4HumanEndometriumAEH2.17e-032.67e-01-0.2657
10420TESK2AEH-subject5HumanEndometriumAEH3.15e-021.78e-01-0.2953
10420TESK2EEC-subject1HumanEndometriumEEC6.76e-195.94e-01-0.2682
10420TESK2LZE4THumanEsophagusESCC7.13e-041.37e-010.0811
10420TESK2LZE20THumanEsophagusESCC4.90e-051.41e-010.0662
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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
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
∗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:0034329ColorectumADcell junction assembly136/3918420/187232.02e-081.15e-06136
GO:0150115ColorectumADcell-substrate junction organization44/3918101/187232.38e-079.81e-0644
GO:0031589ColorectumADcell-substrate adhesion116/3918363/187234.68e-071.76e-05116
GO:0007044ColorectumADcell-substrate junction assembly41/391895/187238.20e-072.85e-0541
GO:0007160ColorectumADcell-matrix adhesion75/3918233/187233.56e-056.45e-0475
GO:0048041ColorectumADfocal adhesion assembly34/391887/187238.30e-051.30e-0334
GO:00343293ColorectumFAPcell junction assembly105/2622420/187231.03e-092.18e-07105
GO:00315893ColorectumFAPcell-substrate adhesion93/2622363/187232.48e-094.61e-0793
GO:00070443ColorectumFAPcell-substrate junction assembly36/262295/187236.03e-099.48e-0736
GO:01501153ColorectumFAPcell-substrate junction organization37/2622101/187231.09e-081.33e-0637
GO:00071603ColorectumFAPcell-matrix adhesion63/2622233/187231.13e-077.43e-0663
GO:00480413ColorectumFAPfocal adhesion assembly31/262287/187233.40e-071.86e-0531
GO:00315899EndometriumAEHcell-substrate adhesion87/2100363/187233.51e-125.70e-1087
GO:015011510EndometriumAEHcell-substrate junction organization31/2100101/187231.01e-074.99e-0631
GO:00480418EndometriumAEHfocal adhesion assembly28/210087/187231.36e-076.14e-0628
GO:00071609EndometriumAEHcell-matrix adhesion54/2100233/187231.42e-076.37e-0654
GO:00070449EndometriumAEHcell-substrate junction assembly29/210095/187232.93e-071.28e-0529
GO:00343299EndometriumAEHcell junction assembly78/2100420/187234.80e-061.24e-0478
GO:003158915EndometriumEECcell-substrate adhesion87/2168363/187231.95e-113.00e-0987
GO:015011514EndometriumEECcell-substrate junction organization31/2168101/187232.07e-079.20e-0631
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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
TESK2SNVMissense_Mutationc.20N>Gp.Asn7Serp.N7SQ96S53protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.985)TCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TESK2SNVMissense_Mutationnovelc.315G>Tp.Met105Ilep.M105IQ96S53protein_codingdeleterious(0.03)probably_damaging(0.963)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TESK2SNVMissense_Mutationc.1618N>Cp.Glu540Glnp.E540QQ96S53protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.703)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
TESK2insertionFrame_Shift_Insnovelc.1125_1126insAATCGCTATCTGATGGGp.Pro376AsnfsTer11p.P376Nfs*11Q96S53protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
TESK2insertionFrame_Shift_Insnovelc.573_574insGTGAGp.Ser192ValfsTer6p.S192Vfs*6Q96S53protein_codingTCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
TESK2insertionIn_Frame_Insnovelc.1624_1625insGCTp.Met542delinsSerLeup.M542delinsSLQ96S53protein_codingTCGA-B6-A0IN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TESK2SNVMissense_Mutationnovelc.1415T>Cp.Val472Alap.V472AQ96S53protein_codingtolerated_low_confidence(0.57)benign(0.006)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TESK2SNVMissense_Mutationrs748458464c.233G>Ap.Arg78Glnp.R78QQ96S53protein_codingdeleterious(0.02)probably_damaging(0.979)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TESK2SNVMissense_Mutationnovelc.1322N>Tp.Ala441Valp.A441VQ96S53protein_codingtolerated(0.34)benign(0.03)TCGA-EA-A556-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TESK2SNVMissense_Mutationc.1324N>Ap.Asp442Asnp.D442NQ96S53protein_codingtolerated(0.13)benign(0.001)TCGA-EK-A2H0-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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
10420TESK2DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYME, TYROSINE KINASEinhibitor249565798
10420TESK2DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYME, TYROSINE KINASEinhibitor249565799
10420TESK2DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYME, TYROSINE KINASEinhibitor249565797
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