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: TCEA2

Gene summary for TCEA2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TCEA2

Gene ID

6919

Gene nametranscription elongation factor A2
Gene AliasTFIIS
Cytomap20q13.33
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q15560


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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
6919TCEA2P27T-EHumanEsophagusESCC2.27e-091.72e-010.1055
6919TCEA2P28T-EHumanEsophagusESCC9.76e-284.65e-010.1149
6919TCEA2P30T-EHumanEsophagusESCC4.24e-073.69e-010.137
6919TCEA2P31T-EHumanEsophagusESCC3.33e-224.39e-010.1251
6919TCEA2P32T-EHumanEsophagusESCC7.95e-254.76e-010.1666
6919TCEA2P36T-EHumanEsophagusESCC2.77e-062.82e-010.1187
6919TCEA2P37T-EHumanEsophagusESCC7.04e-041.33e-010.1371
6919TCEA2P38T-EHumanEsophagusESCC2.48e-053.12e-010.127
6919TCEA2P39T-EHumanEsophagusESCC7.75e-131.91e-010.0894
6919TCEA2P40T-EHumanEsophagusESCC2.19e-114.03e-010.109
6919TCEA2P42T-EHumanEsophagusESCC7.16e-132.66e-010.1175
6919TCEA2P44T-EHumanEsophagusESCC1.43e-082.18e-010.1096
6919TCEA2P47T-EHumanEsophagusESCC2.07e-162.97e-010.1067
6919TCEA2P48T-EHumanEsophagusESCC5.28e-101.45e-010.0959
6919TCEA2P49T-EHumanEsophagusESCC1.69e-047.44e-010.1768
6919TCEA2P52T-EHumanEsophagusESCC1.92e-173.72e-010.1555
6919TCEA2P54T-EHumanEsophagusESCC4.00e-051.04e-010.0975
6919TCEA2P56T-EHumanEsophagusESCC1.24e-121.08e+000.1613
6919TCEA2P57T-EHumanEsophagusESCC1.09e-225.62e-010.0926
6919TCEA2P61T-EHumanEsophagusESCC6.49e-327.72e-010.099
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:000635414EsophagusESCCDNA-templated transcription, elongation76/855291/187238.35e-144.11e-1276
GO:003278412EsophagusESCCregulation of DNA-templated transcription, elongation45/855253/187233.64e-097.61e-0845
GO:00063544LiverCirrhoticDNA-templated transcription, elongation35/463491/187232.56e-031.53e-0235
GO:000635411LiverHCCDNA-templated transcription, elongation64/795891/187237.00e-081.44e-0664
GO:0032784LiverHCCregulation of DNA-templated transcription, elongation39/795853/187234.34e-065.53e-0539
GO:00063547Oral cavityOSCCDNA-templated transcription, elongation63/730591/187234.86e-091.07e-0763
GO:00327843Oral cavityOSCCregulation of DNA-templated transcription, elongation36/730553/187231.89e-051.83e-0436
GO:000635416ThyroidPTCDNA-templated transcription, elongation62/596891/187231.30e-125.91e-1162
GO:00327846ThyroidPTCregulation of DNA-templated transcription, elongation38/596853/187233.07e-098.43e-0838
GO:000635421ThyroidATCDNA-templated transcription, elongation63/629391/187233.89e-121.55e-1063
GO:003278414ThyroidATCregulation of DNA-templated transcription, elongation39/629353/187233.04e-097.10e-0839
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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
TCEA2SNVMissense_Mutationrs568253300c.169C>Tp.Arg57Trpp.R57WQ15560protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TCEA2SNVMissense_Mutationnovelc.868N>Tp.Asn290Tyrp.N290YQ15560protein_codingdeleterious(0)possibly_damaging(0.826)TCGA-E2-A1LE-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyherceptinPD
TCEA2insertionFrame_Shift_Insnovelc.852_853insGGp.Thr285GlyfsTer67p.T285Gfs*67Q15560protein_codingTCGA-A8-A079-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
TCEA2insertionFrame_Shift_Insnovelc.853_854insTACTCAAGTCAGAGGGCCTGGCCTGGCCCAGCp.Thr285IlefsTer77p.T285Ifs*77Q15560protein_codingTCGA-A8-A079-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
TCEA2SNVMissense_Mutationnovelc.668C>Tp.Ser223Leup.S223LQ15560protein_codingdeleterious(0.04)benign(0.081)TCGA-EK-A2R7-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TCEA2SNVMissense_Mutationc.299N>Gp.Ser100Trpp.S100WQ15560protein_codingdeleterious(0)probably_damaging(0.922)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TCEA2SNVMissense_Mutationrs373957561c.455N>Tp.Thr152Metp.T152MQ15560protein_codingtolerated(0.17)benign(0.305)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
TCEA2SNVMissense_Mutationc.724N>Ap.Ala242Thrp.A242TQ15560protein_codingdeleterious(0.03)possibly_damaging(0.868)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TCEA2SNVMissense_Mutationc.38N>Ap.Arg13Glnp.R13QQ15560protein_codingdeleterious(0.01)benign(0.207)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TCEA2SNVMissense_Mutationnovelc.94N>Tp.Arg32Trpp.R32WQ15560protein_codingdeleterious(0)probably_damaging(0.952)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=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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