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: TFPT

Gene summary for TFPT

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TFPT

Gene ID

29844

Gene nameTCF3 fusion partner
Gene AliasFB1
Cytomap19q13.42
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P0C1Z6


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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
29844TFPTP26T-EHumanEsophagusESCC2.74e-111.57e-010.1276
29844TFPTP27T-EHumanEsophagusESCC1.16e-121.82e-010.1055
29844TFPTP28T-EHumanEsophagusESCC4.88e-111.76e-010.1149
29844TFPTP30T-EHumanEsophagusESCC2.30e-073.53e-010.137
29844TFPTP31T-EHumanEsophagusESCC2.97e-077.54e-020.1251
29844TFPTP32T-EHumanEsophagusESCC6.12e-162.21e-010.1666
29844TFPTP36T-EHumanEsophagusESCC4.02e-062.03e-010.1187
29844TFPTP37T-EHumanEsophagusESCC4.46e-131.90e-010.1371
29844TFPTP39T-EHumanEsophagusESCC5.10e-078.99e-020.0894
29844TFPTP40T-EHumanEsophagusESCC2.63e-072.09e-010.109
29844TFPTP44T-EHumanEsophagusESCC2.18e-072.73e-010.1096
29844TFPTP47T-EHumanEsophagusESCC4.60e-212.81e-010.1067
29844TFPTP48T-EHumanEsophagusESCC2.25e-116.75e-020.0959
29844TFPTP52T-EHumanEsophagusESCC4.12e-152.53e-010.1555
29844TFPTP54T-EHumanEsophagusESCC2.03e-061.55e-010.0975
29844TFPTP56T-EHumanEsophagusESCC6.42e-033.92e-010.1613
29844TFPTP57T-EHumanEsophagusESCC9.18e-102.69e-010.0926
29844TFPTP61T-EHumanEsophagusESCC5.62e-101.60e-010.099
29844TFPTP62T-EHumanEsophagusESCC2.35e-081.29e-010.1302
29844TFPTP65T-EHumanEsophagusESCC4.36e-255.84e-010.0978
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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
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
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:00063101EsophagusESCCDNA recombination168/8552305/187235.58e-043.05e-03168
GO:0006310Oral cavityOSCCDNA recombination147/7305305/187236.33e-043.56e-03147
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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
TFPTSNVMissense_Mutationc.755N>Gp.Ser252Cysp.S252CP0C1Z6protein_codingdeleterious_low_confidence(0.03)benign(0.173)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
TFPTSNVMissense_Mutationc.755C>Gp.Ser252Cysp.S252CP0C1Z6protein_codingdeleterious_low_confidence(0.03)benign(0.173)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
TFPTSNVMissense_Mutationrs200361982c.331C>Tp.Arg111Trpp.R111WP0C1Z6protein_codingdeleterious(0.01)possibly_damaging(0.629)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TFPTSNVMissense_Mutationnovelc.227A>Gp.Glu76Glyp.E76GP0C1Z6protein_codingdeleterious(0.01)probably_damaging(0.976)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TFPTSNVMissense_Mutationnovelc.277N>Ap.Glu93Lysp.E93KP0C1Z6protein_codingdeleterious(0.04)benign(0.046)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
TFPTSNVMissense_Mutationnovelc.625G>Ap.Glu209Lysp.E209KP0C1Z6protein_codingtolerated(0.09)probably_damaging(0.99)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TFPTSNVMissense_Mutationnovelc.323G>Tp.Arg108Metp.R108MP0C1Z6protein_codingdeleterious(0)possibly_damaging(0.518)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TFPTSNVMissense_Mutationnovelc.715G>Ap.Asp239Asnp.D239NP0C1Z6protein_codingtolerated_low_confidence(0.06)benign(0.007)TCGA-AJ-A2QM-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
TFPTSNVMissense_Mutationc.423N>Tp.Glu141Aspp.E141DP0C1Z6protein_codingdeleterious(0.02)probably_damaging(0.996)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TFPTSNVMissense_Mutationc.54N>Ap.Phe18Leup.F18LP0C1Z6protein_codingdeleterious(0)probably_damaging(0.946)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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