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: BRMS1L

Gene summary for BRMS1L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BRMS1L

Gene ID

84312

Gene nameBRMS1 like transcriptional repressor
Gene AliasBRMS1
Cytomap14q13.2
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q5PSV4


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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
84312BRMS1LLZE4THumanEsophagusESCC1.48e-031.60e-010.0811
84312BRMS1LLZE24THumanEsophagusESCC8.83e-037.98e-020.0596
84312BRMS1LLZE6THumanEsophagusESCC1.80e-029.30e-020.0845
84312BRMS1LP2T-EHumanEsophagusESCC5.30e-142.58e-010.1177
84312BRMS1LP4T-EHumanEsophagusESCC1.75e-132.83e-010.1323
84312BRMS1LP5T-EHumanEsophagusESCC1.51e-102.10e-010.1327
84312BRMS1LP8T-EHumanEsophagusESCC6.77e-315.64e-010.0889
84312BRMS1LP9T-EHumanEsophagusESCC4.88e-101.78e-010.1131
84312BRMS1LP10T-EHumanEsophagusESCC6.39e-122.65e-010.116
84312BRMS1LP11T-EHumanEsophagusESCC2.56e-062.45e-010.1426
84312BRMS1LP12T-EHumanEsophagusESCC8.38e-548.81e-010.1122
84312BRMS1LP15T-EHumanEsophagusESCC4.05e-183.38e-010.1149
84312BRMS1LP16T-EHumanEsophagusESCC5.21e-071.07e-010.1153
84312BRMS1LP17T-EHumanEsophagusESCC1.09e-021.75e-010.1278
84312BRMS1LP20T-EHumanEsophagusESCC6.05e-091.46e-010.1124
84312BRMS1LP21T-EHumanEsophagusESCC4.24e-049.84e-020.1617
84312BRMS1LP22T-EHumanEsophagusESCC3.44e-091.19e-010.1236
84312BRMS1LP23T-EHumanEsophagusESCC2.29e-113.32e-010.108
84312BRMS1LP24T-EHumanEsophagusESCC6.37e-092.28e-010.1287
84312BRMS1LP26T-EHumanEsophagusESCC5.17e-254.18e-010.1276
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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
GO:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:00356015EsophagusESCCprotein deacylation79/8552112/187238.30e-081.42e-0679
GO:00987325EsophagusESCCmacromolecule deacylation80/8552116/187233.19e-074.50e-0680
GO:00165754EsophagusESCChistone deacetylation60/855282/187233.85e-075.32e-0660
GO:00064765EsophagusESCCprotein deacetylation70/8552101/187231.29e-061.58e-0570
GO:00165707Oral cavityOSCChistone modification270/7305463/187231.59e-171.50e-15270
GO:00356014Oral cavityOSCCprotein deacylation74/7305112/187235.88e-091.26e-0774
GO:00987324Oral cavityOSCCmacromolecule deacylation74/7305116/187235.52e-081.01e-0674
GO:00064764Oral cavityOSCCprotein deacetylation66/7305101/187237.36e-081.30e-0666
GO:00165753Oral cavityOSCChistone deacetylation54/730582/187237.68e-071.08e-0554
GO:003560113Oral cavityLPprotein deacylation48/4623112/187231.85e-053.14e-0448
GO:001657014Oral cavityLPhistone modification152/4623463/187234.04e-055.90e-04152
GO:001657511Oral cavityLPhistone deacetylation37/462382/187234.28e-056.15e-0437
GO:009873212Oral cavityLPmacromolecule deacylation48/4623116/187235.51e-057.58e-0448
GO:000647613Oral cavityLPprotein deacetylation41/4623101/187233.03e-043.12e-0341
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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
BRMS1LSNVMissense_Mutationc.346N>Tp.Arg116Cysp.R116CQ5PSV4protein_codingdeleterious(0)probably_damaging(0.996)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
BRMS1LSNVMissense_Mutationnovelc.603N>Tp.Lys201Asnp.K201NQ5PSV4protein_codingdeleterious(0)possibly_damaging(0.877)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BRMS1LSNVMissense_Mutationc.588N>Gp.Phe196Leup.F196LQ5PSV4protein_codingtolerated(0.86)benign(0.003)TCGA-DS-A0VM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
BRMS1LSNVMissense_Mutationnovelc.829N>Ap.Asp277Asnp.D277NQ5PSV4protein_codingtolerated(0.39)benign(0)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BRMS1LSNVMissense_Mutationc.308T>Cp.Leu103Serp.L103SQ5PSV4protein_codingdeleterious(0)possibly_damaging(0.867)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BRMS1LSNVMissense_Mutationnovelc.235C>Gp.Leu79Valp.L79VQ5PSV4protein_codingdeleterious(0.01)probably_damaging(0.921)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
BRMS1LSNVMissense_Mutationnovelc.50N>Cp.Glu17Alap.E17AQ5PSV4protein_codingtolerated(0.09)benign(0.031)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
BRMS1LSNVMissense_Mutationnovelc.295G>Tp.Ala99Serp.A99SQ5PSV4protein_codingtolerated(0.14)probably_damaging(0.999)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
BRMS1LSNVMissense_Mutationnovelc.932C>Tp.Ser311Leup.S311LQ5PSV4protein_codingtolerated(0.08)possibly_damaging(0.879)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
BRMS1LSNVMissense_Mutationnovelc.373G>Ap.Glu125Lysp.E125KQ5PSV4protein_codingtolerated(0.28)possibly_damaging(0.74)TCGA-A5-A2K5-01Endometriumuterine 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
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