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
29844TFPTLZE4THumanEsophagusESCC7.24e-081.99e-010.0811
29844TFPTLZE7THumanEsophagusESCC3.67e-063.84e-010.0667
29844TFPTLZE24THumanEsophagusESCC4.15e-081.50e-010.0596
29844TFPTLZE6THumanEsophagusESCC6.15e-032.49e-010.0845
29844TFPTP1T-EHumanEsophagusESCC2.18e-023.20e-010.0875
29844TFPTP2T-EHumanEsophagusESCC1.38e-189.79e-020.1177
29844TFPTP4T-EHumanEsophagusESCC4.27e-286.38e-010.1323
29844TFPTP5T-EHumanEsophagusESCC2.33e-084.15e-020.1327
29844TFPTP8T-EHumanEsophagusESCC8.88e-751.12e+000.0889
29844TFPTP10T-EHumanEsophagusESCC8.44e-456.73e-010.116
29844TFPTP11T-EHumanEsophagusESCC3.78e-031.75e-010.1426
29844TFPTP12T-EHumanEsophagusESCC1.25e-111.63e-010.1122
29844TFPTP15T-EHumanEsophagusESCC1.51e-112.27e-010.1149
29844TFPTP16T-EHumanEsophagusESCC3.96e-141.65e-010.1153
29844TFPTP17T-EHumanEsophagusESCC2.09e-031.92e-010.1278
29844TFPTP20T-EHumanEsophagusESCC9.04e-071.82e-010.1124
29844TFPTP21T-EHumanEsophagusESCC1.40e-081.04e-010.1617
29844TFPTP22T-EHumanEsophagusESCC4.73e-172.18e-010.1236
29844TFPTP23T-EHumanEsophagusESCC4.27e-068.66e-020.108
29844TFPTP24T-EHumanEsophagusESCC1.21e-109.40e-020.1287
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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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