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: TCEA1

Gene summary for TCEA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TCEA1

Gene ID

6917

Gene nametranscription elongation factor A1
Gene AliasGTF2S
Cytomap8q11.23
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P23193


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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
6917TCEA1GSM4909281HumanBreastIDC1.16e-032.79e-010.21
6917TCEA1GSM4909288HumanBreastIDC2.43e-065.99e-030.0988
6917TCEA1GSM4909293HumanBreastIDC1.24e-073.10e-010.1581
6917TCEA1GSM4909294HumanBreastIDC1.38e-072.45e-010.2022
6917TCEA1GSM4909296HumanBreastIDC7.51e-10-1.86e-010.1524
6917TCEA1GSM4909297HumanBreastIDC3.24e-15-4.75e-020.1517
6917TCEA1GSM4909309HumanBreastIDC1.14e-04-1.02e-010.0483
6917TCEA1GSM4909311HumanBreastIDC9.77e-32-5.86e-020.1534
6917TCEA1GSM4909312HumanBreastIDC1.10e-254.55e-010.1552
6917TCEA1GSM4909313HumanBreastIDC4.69e-056.05e-020.0391
6917TCEA1GSM4909317HumanBreastIDC1.87e-571.01e+000.1355
6917TCEA1GSM4909318HumanBreastIDC6.73e-501.33e+000.2031
6917TCEA1GSM4909319HumanBreastIDC5.76e-43-6.62e-020.1563
6917TCEA1GSM4909320HumanBreastIDC1.66e-06-1.55e-010.1575
6917TCEA1GSM4909321HumanBreastIDC8.06e-15-2.12e-010.1559
6917TCEA1M2HumanBreastIDC9.09e-051.88e-010.21
6917TCEA1M5HumanBreastIDC2.81e-035.54e-010.1598
6917TCEA1NCCBC14HumanBreastDCIS5.83e-142.61e-020.2021
6917TCEA1NCCBC2HumanBreastDCIS2.18e-108.27e-020.1554
6917TCEA1NCCBC5HumanBreastDCIS2.52e-15-7.16e-020.2046
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:003206912BreastIDCregulation of nuclease activity8/143422/187231.40e-042.49e-038
GO:003206922BreastDCISregulation of nuclease activity8/139022/187231.13e-042.00e-038
GO:00320698EsophagusESCCregulation of nuclease activity19/855222/187239.52e-056.78e-0419
GO:00320695LiverCirrhoticregulation of nuclease activity11/463422/187239.18e-034.21e-0211
GO:003206911LiverHCCregulation of nuclease activity18/795822/187231.91e-041.49e-0318
GO:00320697Oral cavityOSCCregulation of nuclease activity20/730522/187236.02e-078.64e-0620
GO:003206913Oral cavityLPregulation of nuclease activity14/462322/187231.23e-041.44e-0314
GO:00320699SkincSCCregulation of nuclease activity14/486422/187232.22e-041.83e-0314
GO:003206914ThyroidPTCregulation of nuclease activity15/596822/187235.11e-043.32e-0315
GO:003206923ThyroidATCregulation of nuclease activity17/629322/187233.47e-052.84e-0417
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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
TCEA1SNVMissense_Mutationc.434N>Tp.Arg145Metp.R145MP23193protein_codingtolerated(0.08)possibly_damaging(0.898)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TCEA1SNVMissense_Mutationc.316N>Cp.Glu106Glnp.E106QP23193protein_codingtolerated(0.24)benign(0.1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TCEA1SNVMissense_Mutationc.569N>Cp.Arg190Thrp.R190TP23193protein_codingdeleterious(0)probably_damaging(0.983)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
TCEA1insertionFrame_Shift_Insnovelc.376_377insGGp.Tyr126TrpfsTer18p.Y126Wfs*18P23193protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
TCEA1SNVMissense_Mutationnovelc.287C>Tp.Thr96Ilep.T96IP23193protein_codingdeleterious(0.04)benign(0.017)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TCEA1SNVMissense_Mutationc.338N>Ap.Val113Glup.V113EP23193protein_codingtolerated(1)benign(0.01)TCGA-VS-A9UR-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
TCEA1SNVMissense_Mutationc.841G>Ap.Ala281Thrp.A281TP23193protein_codingdeleterious(0)possibly_damaging(0.901)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TCEA1SNVMissense_Mutationrs762271675c.742N>Tp.His248Tyrp.H248YP23193protein_codingdeleterious(0.02)possibly_damaging(0.808)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
TCEA1SNVMissense_Mutationnovelc.709N>Tp.Arg237Trpp.R237WP23193protein_codingdeleterious(0)possibly_damaging(0.72)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TCEA1SNVMissense_Mutationrs199869556c.394N>Tp.Arg132Trpp.R132WP23193protein_codingdeleterious(0.03)possibly_damaging(0.586)TCGA-AA-3982-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
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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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