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: GTF2F1

Gene summary for GTF2F1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GTF2F1

Gene ID

2962

Gene namegeneral transcription factor IIF subunit 1
Gene AliasBTF4
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P35269


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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
2962GTF2F1LZE2THumanEsophagusESCC8.54e-032.12e-010.082
2962GTF2F1LZE4THumanEsophagusESCC6.40e-103.27e-010.0811
2962GTF2F1LZE7THumanEsophagusESCC6.94e-094.57e-010.0667
2962GTF2F1LZE8THumanEsophagusESCC7.76e-083.65e-010.067
2962GTF2F1LZE20THumanEsophagusESCC3.08e-044.74e-020.0662
2962GTF2F1LZE24THumanEsophagusESCC1.09e-205.29e-010.0596
2962GTF2F1LZE21THumanEsophagusESCC9.13e-042.66e-010.0655
2962GTF2F1LZE6THumanEsophagusESCC8.43e-032.21e-010.0845
2962GTF2F1P1T-EHumanEsophagusESCC1.01e-065.21e-010.0875
2962GTF2F1P2T-EHumanEsophagusESCC4.69e-294.52e-010.1177
2962GTF2F1P4T-EHumanEsophagusESCC1.62e-185.96e-010.1323
2962GTF2F1P5T-EHumanEsophagusESCC5.12e-234.41e-010.1327
2962GTF2F1P8T-EHumanEsophagusESCC2.35e-397.20e-010.0889
2962GTF2F1P9T-EHumanEsophagusESCC4.15e-195.31e-010.1131
2962GTF2F1P10T-EHumanEsophagusESCC7.99e-376.85e-010.116
2962GTF2F1P11T-EHumanEsophagusESCC6.05e-186.62e-010.1426
2962GTF2F1P12T-EHumanEsophagusESCC8.08e-336.08e-010.1122
2962GTF2F1P15T-EHumanEsophagusESCC7.35e-235.38e-010.1149
2962GTF2F1P16T-EHumanEsophagusESCC8.59e-213.59e-010.1153
2962GTF2F1P17T-EHumanEsophagusESCC2.48e-197.31e-010.1278
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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
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
GO:004339316ProstateBPHregulation of protein binding60/3107196/187237.72e-071.45e-0560
GO:005110017ProstateBPHnegative regulation of binding52/3107162/187238.41e-071.56e-0552
GO:00320918ProstateBPHnegative regulation of protein binding31/310794/187237.37e-057.20e-0431
GO:00063546ProstateBPHDNA-templated transcription, elongation30/310791/187239.63e-059.00e-0430
GO:00063685ProstateBPHtranscription elongation from RNA polymerase II promoter24/310769/187231.85e-041.55e-0324
GO:00327864ProstateBPHpositive regulation of DNA-templated transcription, elongation12/310727/187236.34e-044.32e-0312
GO:00327842ProstateBPHregulation of DNA-templated transcription, elongation17/310753/187234.11e-032.04e-0217
GO:00342432ProstateBPHregulation of transcription elongation from RNA polymerase II promoter11/310732/187231.11e-024.55e-0211
GO:00329683ProstateBPHpositive regulation of transcription elongation from RNA polymerase II promoter6/310713/187231.24e-024.94e-026
GO:005109819ProstateTumorregulation of binding122/3246363/187232.86e-143.63e-12122
GO:000961514ProstateTumorresponse to virus101/3246367/187236.40e-071.32e-05101
GO:005110018ProstateTumornegative regulation of binding52/3246162/187233.22e-065.29e-0552
GO:004339317ProstateTumorregulation of protein binding60/3246196/187233.36e-065.45e-0560
GO:000635412ProstateTumorDNA-templated transcription, elongation31/324691/187238.58e-058.53e-0431
GO:000636812ProstateTumortranscription elongation from RNA polymerase II promoter25/324669/187231.33e-041.23e-0325
GO:003209114ProstateTumornegative regulation of protein binding31/324694/187231.69e-041.50e-0331
GO:003278611ProstateTumorpositive regulation of DNA-templated transcription, elongation12/324627/187239.52e-046.20e-0312
GO:00327841ProstateTumorregulation of DNA-templated transcription, elongation18/324653/187232.59e-031.43e-0218
GO:00342431ProstateTumorregulation of transcription elongation from RNA polymerase II promoter12/324632/187235.30e-032.54e-0212
GO:005109827SkincSCCregulation of binding152/4864363/187232.21e-111.10e-09152
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa030222EsophagusESCCBasal transcription factors35/420545/84651.01e-044.06e-042.08e-0435
hsa0302211EsophagusESCCBasal transcription factors35/420545/84651.01e-044.06e-042.08e-0435
hsa03022Oral cavityOSCCBasal transcription factors28/370445/84659.53e-032.11e-021.08e-0228
hsa030221Oral cavityOSCCBasal transcription factors28/370445/84659.53e-032.11e-021.08e-0228
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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
GTF2F1STMCervixADJIFIT1,AL158206.1,CEACAM6, etc.1.63e-01The 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.
GTF2F1PLALiverHealthyHSPA1A,ID1,PRSS23, etc.5.65e-01The 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.
GTF2F1TFCThyroidADJLYPD3,BEX5,AC073611.1, etc.4.00e-01The 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.
∗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
GTF2F1deletionFrame_Shift_Delnovelc.1449delNp.Leu484Terp.L484*P35269protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
GTF2F1deletionFrame_Shift_Delnovelc.332delNp.Lys111ArgfsTer8p.K111Rfs*8P35269protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
GTF2F1SNVMissense_Mutationrs201557731c.406N>Ap.Glu136Lysp.E136KP35269protein_codingdeleterious(0)possibly_damaging(0.83)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GTF2F1SNVMissense_Mutationrs148016023c.472N>Ap.Glu158Lysp.E158KP35269protein_codingdeleterious(0)probably_damaging(0.965)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GTF2F1SNVMissense_Mutationnovelc.842N>Gp.Ser281Cysp.S281CP35269protein_codingdeleterious(0)probably_damaging(0.997)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GTF2F1SNVMissense_Mutationrs147291523c.1103C>Tp.Thr368Metp.T368MP35269protein_codingdeleterious(0.02)possibly_damaging(0.824)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
GTF2F1SNVMissense_Mutationrs146571246c.1511N>Ap.Arg504Hisp.R504HP35269protein_codingdeleterious(0.01)benign(0.142)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GTF2F1SNVMissense_Mutationnovelc.1067A>Gp.Glu356Glyp.E356GP35269protein_codingtolerated(0.05)possibly_damaging(0.629)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GTF2F1SNVMissense_Mutationrs201557731c.406G>Ap.Glu136Lysp.E136KP35269protein_codingdeleterious(0)possibly_damaging(0.83)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
GTF2F1SNVMissense_Mutationnovelc.989N>Tp.Pro330Leup.P330LP35269protein_codingtolerated(0.1)benign(0.15)TCGA-AY-4071-01Colorectumcolon 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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