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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: BRF1

Gene summary for BRF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BRF1

Gene ID

2972

Gene nameBRF1 RNA polymerase III transcription initiation factor subunit
Gene AliasBRF
Cytomap14q32.33
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q92994


Top

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
2972BRF1LZE5THumanEsophagusESCC5.06e-032.20e-010.0514
2972BRF1LZE20THumanEsophagusESCC2.86e-051.10e-010.0662
2972BRF1LZE24THumanEsophagusESCC8.89e-061.39e-010.0596
2972BRF1LZE21THumanEsophagusESCC1.22e-042.22e-010.0655
2972BRF1P1T-EHumanEsophagusESCC2.17e-062.81e-010.0875
2972BRF1P2T-EHumanEsophagusESCC7.54e-132.39e-010.1177
2972BRF1P4T-EHumanEsophagusESCC8.96e-162.78e-010.1323
2972BRF1P5T-EHumanEsophagusESCC2.67e-162.68e-010.1327
2972BRF1P8T-EHumanEsophagusESCC2.62e-091.92e-010.0889
2972BRF1P9T-EHumanEsophagusESCC3.22e-058.32e-020.1131
2972BRF1P10T-EHumanEsophagusESCC6.57e-274.73e-010.116
2972BRF1P11T-EHumanEsophagusESCC3.80e-091.91e-010.1426
2972BRF1P12T-EHumanEsophagusESCC1.73e-234.20e-010.1122
2972BRF1P15T-EHumanEsophagusESCC2.92e-264.63e-010.1149
2972BRF1P16T-EHumanEsophagusESCC3.62e-172.33e-010.1153
2972BRF1P17T-EHumanEsophagusESCC3.25e-092.06e-010.1278
2972BRF1P19T-EHumanEsophagusESCC5.08e-031.85e-010.1662
2972BRF1P20T-EHumanEsophagusESCC3.88e-131.77e-010.1124
2972BRF1P21T-EHumanEsophagusESCC2.55e-051.05e-010.1617
2972BRF1P22T-EHumanEsophagusESCC9.31e-059.61e-020.1236
Page: 1 2 3 

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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00063833EsophagusESCCtranscription by RNA polymerase III41/855246/187237.69e-101.90e-0841
GO:00987812EsophagusESCCncRNA transcription45/855256/187231.05e-071.72e-0645
GO:000635211EsophagusESCCDNA-templated transcription, initiation86/8552130/187231.88e-062.19e-0586
GO:00708973EsophagusESCCtranscription preinitiation complex assembly30/855236/187233.60e-063.95e-0530
GO:00093032EsophagusESCCrRNA transcription28/855234/187231.21e-051.12e-0428
GO:0006359EsophagusESCCregulation of transcription by RNA polymerase III19/855222/187239.52e-056.78e-0419
GO:0045945EsophagusESCCpositive regulation of transcription by RNA polymerase III10/855211/187232.54e-031.08e-0210
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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
BRF1NKEndometriumADJCPT1A,FAM222A,EIF4ENIF1, etc.3.77e-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.
BRF1MASTPancreasPanINPDP2,C11orf71,B3GNT7, etc.1.82e-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.
BRF1CD8TEREXPancreasPDACPDP2,C11orf71,B3GNT7, etc.9.33e-03The 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.
BRF1GDTPancreasPDACPDP2,C11orf71,B3GNT7, etc.9.99e-02The 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.
BRF1NUERProstateBPHMMP2,APOD,KCTD6, etc.1.89e-03The 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.
BRF1CD4TNThyroidgoitersAP005482.1,TAF1A,AL135999.1, etc.8.30e-02The 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.
BRF1PLAThyroidPTCAP005482.1,TAF1A,AL135999.1, etc.1.40e-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.
BRF1BMEMThyroidPTCAP005482.1,TAF1A,AL135999.1, etc.5.35e-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.
Page: 1 

Top

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
BRF1SNVMissense_Mutationnovelc.894N>Cp.Gln298Hisp.Q298HQ92994protein_codingtolerated(0.07)possibly_damaging(0.862)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
BRF1SNVMissense_Mutationrs758735678c.695N>Tp.Ala232Valp.A232VQ92994protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
BRF1SNVMissense_Mutationc.1667G>Ap.Arg556Lysp.R556KQ92994protein_codingtolerated(0.6)benign(0.001)TCGA-AR-A1AR-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificDocetaxelPD
BRF1SNVMissense_Mutationrs777141032c.566G>Ap.Arg189Hisp.R189HQ92994protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
BRF1SNVMissense_Mutationrs754797281c.425N>Tp.Thr142Metp.T142MQ92994protein_codingdeleterious(0.04)possibly_damaging(0.782)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BRF1SNVMissense_Mutationnovelc.1682C>Tp.Pro561Leup.P561LQ92994protein_codingtolerated(0.08)benign(0.001)TCGA-E9-A1NF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
BRF1insertionFrame_Shift_Insnovelc.807_808insCTTCAp.Thr270LeufsTer8p.T270Lfs*8Q92994protein_codingTCGA-A8-A07L-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyCR
BRF1deletionFrame_Shift_Delc.1025delNp.Gly342AlafsTer36p.G342Afs*36Q92994protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
BRF1deletionFrame_Shift_Delnovelc.1876delNp.Ala626ArgfsTer36p.A626Rfs*36Q92994protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
BRF1SNVMissense_Mutationnovelc.1682N>Tp.Pro561Leup.P561LQ92994protein_codingtolerated(0.08)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
Page: 1 2 3 4 5 6 7 8 9 

Top

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
Page: 1