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: TEC

Gene summary for TEC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TEC

Gene ID

100124696

Gene nametransient erythroblastopenia of childhood
Gene AliasTEC
Cytomap19q13.2
Gene Typeunknown
GO ID

NA

UniProtAcc

NA


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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
100124696TECAEH-subject1HumanEndometriumAEH1.44e-174.52e-01-0.3059
100124696TECAEH-subject2HumanEndometriumAEH7.74e-063.07e-01-0.2525
100124696TECAEH-subject3HumanEndometriumAEH2.67e-032.52e-01-0.2576
100124696TECAEH-subject4HumanEndometriumAEH2.15e-124.94e-01-0.2657
100124696TECAEH-subject5HumanEndometriumAEH9.66e-368.13e-01-0.2953
100124696TECEEC-subject1HumanEndometriumEEC5.14e-257.39e-01-0.2682
100124696TECEEC-subject2HumanEndometriumEEC3.84e-053.05e-01-0.2607
100124696TECEEC-subject4HumanEndometriumEEC3.51e-073.77e-01-0.2571
100124696TECEEC-subject5HumanEndometriumEEC2.89e-215.69e-01-0.249
100124696TECRNA-P17T-P17T-2HumanLungIAC2.13e-036.56e-010.3371
100124696TECRNA-P17T-P17T-4HumanLungIAC4.71e-023.97e-010.343
100124696TECRNA-P17T-P17T-6HumanLungIAC1.48e-035.98e-010.3385
100124696TECRNA-P25T1-P25T1-1HumanLungAIS1.17e-043.49e-01-0.2116
100124696TECRNA-P25T1-P25T1-4HumanLungAIS3.15e-032.67e-01-0.2119
100124696TECRNA-P6T2-P6T2-1HumanLungIAC3.36e-063.02e-01-0.0166
100124696TECRNA-P6T2-P6T2-2HumanLungIAC9.57e-103.36e-01-0.0132
100124696TECRNA-P6T2-P6T2-3HumanLungIAC6.44e-093.14e-01-0.013
100124696TECRNA-P6T2-P6T2-4HumanLungIAC1.62e-062.95e-01-0.0121
100124696TECRNA-P7T1-P7T1-4HumanLungAIS6.30e-033.47e-01-0.0809
100124696TECPTC04HumanThyroidPTC9.41e-041.01e-010.1927
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:00463903ColorectumFAPribose phosphate biosynthetic process43/2622190/187238.40e-048.72e-0343
GO:00725223ColorectumFAPpurine-containing compound biosynthetic process44/2622200/187231.35e-031.24e-0244
GO:00091505ColorectumCRCpurine ribonucleotide metabolic process74/2078368/187232.58e-072.38e-0574
GO:00061635ColorectumCRCpurine nucleotide metabolic process78/2078396/187232.98e-072.59e-0578
GO:00092594ColorectumCRCribonucleotide metabolic process75/2078385/187237.83e-075.04e-0575
GO:00725215ColorectumCRCpurine-containing compound metabolic process79/2078416/187231.15e-066.75e-0579
GO:00196934ColorectumCRCribose phosphate metabolic process75/2078396/187232.36e-061.13e-0475
GO:00091175ColorectumCRCnucleotide metabolic process81/2078489/187231.45e-042.65e-0381
GO:00067535ColorectumCRCnucleoside phosphate metabolic process81/2078497/187232.48e-044.06e-0381
GO:00066314ColorectumCRCfatty acid metabolic process65/2078390/187235.30e-047.42e-0365
GO:0035336ColorectumCRClong-chain fatty-acyl-CoA metabolic process8/207825/187234.33e-033.47e-028
GO:00091524ColorectumCRCpurine ribonucleotide biosynthetic process30/2078169/187236.31e-034.60e-0230
GO:0035337ColorectumCRCfatty-acyl-CoA metabolic process10/207838/187237.08e-034.92e-0210
GO:000915219EsophagusHGINpurine ribonucleotide biosynthetic process43/2587169/187233.94e-059.74e-0443
GO:004639019EsophagusHGINribose phosphate biosynthetic process46/2587190/187238.06e-051.79e-0346
GO:007252216EsophagusHGINpurine-containing compound biosynthetic process47/2587200/187231.46e-042.91e-0347
GO:000616416EsophagusHGINpurine nucleotide biosynthetic process45/2587191/187231.87e-043.52e-0345
GO:000926019EsophagusHGINribonucleotide biosynthetic process43/2587182/187232.41e-044.33e-0343
GO:000911720EsophagusHGINnucleotide metabolic process92/2587489/187231.11e-031.36e-0292
GO:00091659EsophagusHGINnucleotide biosynthetic process53/2587254/187231.24e-031.49e-0253
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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
TECSNVMissense_Mutationc.1117A>Tp.Met373Leup.M373LP42680protein_codingtolerated(1)benign(0.037)TCGA-A8-A09K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TECSNVMissense_Mutationrs780984861c.1393N>Ap.Val465Ilep.V465IP42680protein_codingtolerated(0.23)benign(0.001)TCGA-AO-A12A-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
TECSNVMissense_Mutationc.1564T>Gp.Ser522Alap.S522AP42680protein_codingdeleterious(0)probably_damaging(0.997)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
TECSNVMissense_Mutationc.1191C>Gp.Ile397Metp.I397MP42680protein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TECSNVMissense_Mutationc.700N>Tp.Val234Leup.V234LP42680protein_codingtolerated(0.4)probably_damaging(0.997)TCGA-C8-A278-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenSD
TECSNVMissense_Mutationrs761984494c.806N>Ap.Gly269Aspp.G269DP42680protein_codingdeleterious(0)benign(0.403)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
TECinsertionIn_Frame_Insnovelc.587_588insAAATATAAAATTTAATTTCCCTCAAGGTCAAAATAATCACATTAAACAp.Gly195_His196insGlnAsnIleLysPheAsnPheProGlnGlyGlnAsnAsnHisIleLysp.G195_H196insQNIKFNFPQGQNNHIKP42680protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TECdeletionFrame_Shift_Delnovelc.1348delNp.Leu450PhefsTer2p.L450Ffs*2P42680protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TECSNVMissense_Mutationrs750190240c.700N>Ap.Val234Ilep.V234IP42680protein_codingtolerated(0.08)probably_damaging(0.994)TCGA-ZJ-AAXB-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TECSNVMissense_Mutationrs539573453c.550N>Ap.Val184Ilep.V184IP42680protein_codingdeleterious(0.05)benign(0.039)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=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
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