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: TCEAL4

Gene summary for TCEAL4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TCEAL4

Gene ID

79921

Gene nametranscription elongation factor A like 4
Gene AliasNPD017
CytomapXq22.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q96EI5


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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
79921TCEAL4GSM4909285HumanBreastIDC6.20e-061.73e-010.21
79921TCEAL4GSM4909286HumanBreastIDC4.03e-02-1.55e-010.1081
79921TCEAL4GSM4909293HumanBreastIDC1.36e-053.36e-010.1581
79921TCEAL4GSM4909296HumanBreastIDC2.19e-078.84e-020.1524
79921TCEAL4GSM4909297HumanBreastIDC4.61e-203.60e-010.1517
79921TCEAL4GSM4909298HumanBreastIDC2.09e-042.71e-010.1551
79921TCEAL4GSM4909301HumanBreastIDC4.32e-489.27e-010.1577
79921TCEAL4GSM4909302HumanBreastIDC5.08e-083.21e-010.1545
79921TCEAL4GSM4909304HumanBreastIDC9.61e-063.03e-010.1636
79921TCEAL4GSM4909306HumanBreastIDC6.44e-511.05e+000.1564
79921TCEAL4GSM4909307HumanBreastIDC8.04e-043.35e-010.1569
79921TCEAL4GSM4909308HumanBreastIDC2.23e-124.23e-010.158
79921TCEAL4GSM4909311HumanBreastIDC1.81e-26-9.01e-030.1534
79921TCEAL4GSM4909312HumanBreastIDC9.09e-109.41e-020.1552
79921TCEAL4GSM4909313HumanBreastIDC4.72e-062.51e-010.0391
79921TCEAL4GSM4909319HumanBreastIDC1.73e-453.30e-010.1563
79921TCEAL4GSM4909320HumanBreastIDC3.54e-081.10e-010.1575
79921TCEAL4GSM4909321HumanBreastIDC6.10e-09-1.95e-020.1559
79921TCEAL4brca2HumanBreastPrecancer8.35e-072.57e-01-0.024
79921TCEAL4brca3HumanBreastPrecancer5.87e-041.66e-01-0.0263
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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
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
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
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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
TCEAL4SNVMissense_Mutationnovelc.347C>Ap.Ser116Tyrp.S116YQ96EI5protein_codingdeleterious_low_confidence(0)possibly_damaging(0.811)TCGA-C5-A8XH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TCEAL4SNVMissense_Mutationnovelc.512N>Ap.Arg171Lysp.R171KQ96EI5protein_codingtolerated_low_confidence(0.32)benign(0.074)TCGA-VS-A9UL-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
TCEAL4SNVMissense_Mutationrs200167143c.730N>Cp.Glu244Glnp.E244QQ96EI5protein_codingdeleterious(0.04)possibly_damaging(0.656)TCGA-VS-A9UZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TCEAL4SNVMissense_Mutationnovelc.322N>Ap.Leu108Metp.L108MQ96EI5protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.645)TCGA-5M-AAT5-01Colorectumcolon adenocarcinomaUnknownUnknownI/IIUnknownUnknownUnknown
TCEAL4SNVMissense_Mutationc.173N>Ap.Ser58Tyrp.S58YQ96EI5protein_codingdeleterious_low_confidence(0)benign(0.149)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TCEAL4SNVMissense_Mutationc.494N>Gp.Glu165Glyp.E165GQ96EI5protein_codingtolerated_low_confidence(0.28)benign(0.146)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TCEAL4SNVMissense_Mutationc.936N>Tp.Lys312Asnp.K312NQ96EI5protein_codingtolerated_low_confidence(0.31)possibly_damaging(0.627)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TCEAL4SNVMissense_Mutationc.145N>Tp.Arg49Trpp.R49WQ96EI5protein_codingtolerated_low_confidence(0.24)benign(0)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
TCEAL4SNVMissense_Mutationc.397N>Ap.Val133Metp.V133MQ96EI5protein_codingtolerated_low_confidence(0.49)benign(0.001)TCGA-AA-3952-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
TCEAL4SNVMissense_Mutationc.595N>Ap.Glu199Lysp.E199KQ96EI5protein_codingtolerated(0.13)possibly_damaging(0.776)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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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