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: TCF19

Gene summary for TCF19

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TCF19

Gene ID

6941

Gene nametranscription factor 19
Gene AliasSC1
Cytomap6p21.33
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

A0A1U9X8M7


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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
6941TCF19LZE24THumanEsophagusESCC1.65e-031.07e-010.0596
6941TCF19P2T-EHumanEsophagusESCC2.20e-173.48e-010.1177
6941TCF19P4T-EHumanEsophagusESCC2.60e-051.22e-010.1323
6941TCF19P5T-EHumanEsophagusESCC4.44e-082.04e-010.1327
6941TCF19P8T-EHumanEsophagusESCC1.96e-051.34e-010.0889
6941TCF19P10T-EHumanEsophagusESCC4.44e-081.85e-010.116
6941TCF19P16T-EHumanEsophagusESCC4.31e-061.69e-010.1153
6941TCF19P17T-EHumanEsophagusESCC2.25e-042.94e-010.1278
6941TCF19P21T-EHumanEsophagusESCC2.03e-092.17e-010.1617
6941TCF19P22T-EHumanEsophagusESCC2.03e-091.89e-010.1236
6941TCF19P24T-EHumanEsophagusESCC1.96e-051.55e-010.1287
6941TCF19P26T-EHumanEsophagusESCC1.66e-029.11e-020.1276
6941TCF19P28T-EHumanEsophagusESCC3.75e-037.94e-020.1149
6941TCF19P31T-EHumanEsophagusESCC9.44e-071.84e-010.1251
6941TCF19P32T-EHumanEsophagusESCC4.40e-092.08e-010.1666
6941TCF19P37T-EHumanEsophagusESCC4.88e-026.64e-020.1371
6941TCF19P42T-EHumanEsophagusESCC2.34e-031.73e-010.1175
6941TCF19P48T-EHumanEsophagusESCC4.17e-051.12e-010.0959
6941TCF19P52T-EHumanEsophagusESCC5.79e-163.08e-010.1555
6941TCF19P62T-EHumanEsophagusESCC5.76e-051.66e-010.1302
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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
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
∗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
TCF19SNVMissense_Mutationrs767412829c.199G>Ap.Asp67Asnp.D67NQ9Y242protein_codingtolerated(0.14)benign(0.441)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
TCF19SNVMissense_Mutationrs762889350c.556C>Tp.Arg186Trpp.R186WQ9Y242protein_codingdeleterious(0)benign(0.23)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TCF19SNVMissense_Mutationc.935G>Ap.Gly312Aspp.G312DQ9Y242protein_codingtolerated(0.66)possibly_damaging(0.602)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TCF19SNVMissense_Mutationc.472N>Ap.Ala158Thrp.A158TQ9Y242protein_codingtolerated(0.21)benign(0.009)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TCF19SNVMissense_Mutationrs761157384c.616N>Ap.Ala206Thrp.A206TQ9Y242protein_codingtolerated(1)benign(0)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
TCF19insertionFrame_Shift_Insrs763666737c.65_66insCp.Ala25ArgfsTer17p.A25Rfs*17Q9Y242protein_codingTCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TCF19SNVMissense_Mutationc.839N>Ap.Pro280Hisp.P280HQ9Y242protein_codingtolerated(0.07)benign(0.001)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TCF19SNVMissense_Mutationnovelc.31N>Tp.Gly11Trpp.G11WQ9Y242protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TCF19SNVMissense_Mutationnovelc.931G>Cp.Asp311Hisp.D311HQ9Y242protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A3K1-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
TCF19SNVMissense_Mutationnovelc.559N>Tp.Pro187Serp.P187SQ9Y242protein_codingtolerated(0.37)benign(0.003)TCGA-AX-A1C4-01Endometriumuterine corpus endometrioid carcinomaFemale<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
6941TCF19TRANSCRIPTION FACTORnevirapineNEVIRAPINE21810746
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