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: BRAP

Gene summary for BRAP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BRAP

Gene ID

8315

Gene nameBRCA1 associated protein
Gene AliasBRAP2
Cytomap12q24.12
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q59H81


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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
8315BRAPP24T-EHumanEsophagusESCC1.98e-092.46e-010.1287
8315BRAPP26T-EHumanEsophagusESCC3.50e-183.49e-010.1276
8315BRAPP27T-EHumanEsophagusESCC2.43e-203.87e-010.1055
8315BRAPP28T-EHumanEsophagusESCC3.92e-163.04e-010.1149
8315BRAPP30T-EHumanEsophagusESCC9.24e-103.14e-010.137
8315BRAPP31T-EHumanEsophagusESCC9.85e-101.80e-010.1251
8315BRAPP32T-EHumanEsophagusESCC9.59e-192.36e-010.1666
8315BRAPP36T-EHumanEsophagusESCC5.22e-113.01e-010.1187
8315BRAPP37T-EHumanEsophagusESCC4.92e-071.60e-010.1371
8315BRAPP38T-EHumanEsophagusESCC4.68e-052.23e-010.127
8315BRAPP39T-EHumanEsophagusESCC2.43e-142.50e-010.0894
8315BRAPP40T-EHumanEsophagusESCC1.32e-082.45e-010.109
8315BRAPP42T-EHumanEsophagusESCC9.60e-142.58e-010.1175
8315BRAPP44T-EHumanEsophagusESCC1.49e-049.31e-020.1096
8315BRAPP47T-EHumanEsophagusESCC3.32e-071.46e-010.1067
8315BRAPP48T-EHumanEsophagusESCC8.51e-101.66e-010.0959
8315BRAPP49T-EHumanEsophagusESCC1.16e-075.44e-010.1768
8315BRAPP52T-EHumanEsophagusESCC4.89e-102.55e-010.1555
8315BRAPP54T-EHumanEsophagusESCC1.61e-174.13e-010.0975
8315BRAPP56T-EHumanEsophagusESCC5.09e-055.83e-010.1613
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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:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:00072659Oral cavityOSCCRas protein signal transduction185/7305337/187231.95e-094.60e-08185
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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
BRAPSNVMissense_Mutationnovelc.128C>Tp.Ser43Leup.S43LQ7Z569protein_codingtolerated(0.31)benign(0)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
BRAPSNVMissense_Mutationc.100N>Ap.Glu34Lysp.E34KQ7Z569protein_codingtolerated(0.3)benign(0.025)TCGA-A7-A26E-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanSD
BRAPSNVMissense_Mutationc.889N>Ap.Asp297Asnp.D297NQ7Z569protein_codingtolerated(0.05)possibly_damaging(0.58)TCGA-AC-A3BB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
BRAPSNVMissense_Mutationnovelc.1127N>Ap.Arg376Glnp.R376QQ7Z569protein_codingdeleterious(0)probably_damaging(0.914)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BRAPSNVMissense_Mutationc.94T>Gp.Ser32Alap.S32AQ7Z569protein_codingtolerated(0.09)benign(0.025)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BRAPSNVMissense_Mutationnovelc.1220A>Cp.Glu407Alap.E407AQ7Z569protein_codingdeleterious(0)probably_damaging(0.989)TCGA-B6-A2IU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
BRAPinsertionNonsense_Mutationnovelc.109_110insCCTGCCTCGGCCTCCCAAAGTGCTGGAATTACAGGTp.Lys37delinsThrCysLeuGlyLeuProLysCysTrpAsnTyrArgTerp.K37delinsTCLGLPKCWNYR*Q7Z569protein_codingTCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
BRAPinsertionNonsense_Mutationnovelc.246_247insTAAGTACTCAAAAGCp.Asp82_Glu83insTerp.D82_E83ins*Q7Z569protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BRAPinsertionIn_Frame_Insnovelc.245-1_245insCTAATTGTAAAAGTCATAp.Asp82delinsAlaAsnCysLysSerHisAsnp.D82delinsANCKSHNQ7Z569protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BRAPSNVMissense_Mutationc.476N>Ap.Arg159Hisp.R159HQ7Z569protein_codingdeleterious(0)benign(0.396)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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