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: BRINP3

Gene summary for BRINP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BRINP3

Gene ID

339479

Gene nameBMP/retinoic acid inducible neural specific 3
Gene AliasDBCCR1L
Cytomap1q31.1
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

Q76B58


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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
339479BRINP3HTA11_3410_2000001011HumanColorectumAD4.85e-39-1.05e+000.0155
339479BRINP3HTA11_2951_2000001011HumanColorectumAD8.04e-06-1.04e+000.0216
339479BRINP3HTA11_1938_2000001011HumanColorectumAD8.43e-15-9.73e-01-0.0811
339479BRINP3HTA11_2112_2000001011HumanColorectumSER2.93e-04-9.66e-01-0.2196
339479BRINP3HTA11_3361_2000001011HumanColorectumAD3.02e-10-7.97e-01-0.1207
339479BRINP3HTA11_696_2000001011HumanColorectumAD5.17e-25-6.57e-01-0.1464
339479BRINP3HTA11_866_2000001011HumanColorectumAD2.29e-20-6.60e-01-0.1001
339479BRINP3HTA11_1391_2000001011HumanColorectumAD2.33e-24-9.12e-01-0.059
339479BRINP3HTA11_2992_2000001011HumanColorectumSER3.44e-05-9.12e-01-0.1706
339479BRINP3HTA11_5216_2000001011HumanColorectumSER6.06e-03-7.40e-01-0.1462
339479BRINP3HTA11_546_2000001011HumanColorectumAD4.48e-05-6.87e-01-0.0842
339479BRINP3HTA11_7862_2000001011HumanColorectumAD7.80e-08-5.33e-01-0.0179
339479BRINP3HTA11_866_3004761011HumanColorectumAD3.49e-36-1.06e+000.096
339479BRINP3HTA11_4255_2000001011HumanColorectumSER1.39e-02-8.53e-010.0446
339479BRINP3HTA11_9408_2000001011HumanColorectumAD1.14e-05-1.08e+000.0451
339479BRINP3HTA11_8622_2000001021HumanColorectumSER5.04e-09-1.03e+000.0528
339479BRINP3HTA11_6801_2000001011HumanColorectumSER3.29e-03-8.06e-010.0171
339479BRINP3HTA11_10711_2000001011HumanColorectumAD5.01e-17-9.51e-010.0338
339479BRINP3HTA11_7696_3000711011HumanColorectumAD7.28e-62-1.06e+000.0674
339479BRINP3HTA11_6818_2000001011HumanColorectumAD2.47e-11-1.05e+000.0112
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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:0007346ColorectumADregulation of mitotic cell cycle119/3918457/187234.60e-033.14e-02119
GO:00073461ColorectumMSSregulation of mitotic cell cycle108/3467457/187233.30e-032.50e-02108
GO:00073462ColorectumFAPregulation of mitotic cell cycle85/2622457/187233.41e-032.48e-0285
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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
BRINP3SNVMissense_Mutationc.1375N>Tp.Arg459Cysp.R459CQ76B58protein_codingdeleterious(0)possibly_damaging(0.896)TCGA-A2-A259-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
BRINP3SNVMissense_Mutationc.1961C>Ap.Pro654Hisp.P654HQ76B58protein_codingdeleterious(0.04)probably_damaging(0.936)TCGA-A7-A26G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
BRINP3SNVMissense_Mutationnovelc.361N>Ap.Gln121Lysp.Q121KQ76B58protein_codingdeleterious(0.04)probably_damaging(0.959)TCGA-A8-A081-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BRINP3SNVMissense_Mutationc.1449T>Ap.Asp483Glup.D483EQ76B58protein_codingtolerated(1)benign(0)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
BRINP3SNVMissense_Mutationc.146C>Tp.Ser49Phep.S49FQ76B58protein_codingdeleterious(0)probably_damaging(0.979)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
BRINP3SNVMissense_Mutationrs146936488c.1520G>Ap.Arg507Glnp.R507QQ76B58protein_codingdeleterious(0)possibly_damaging(0.885)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BRINP3SNVMissense_Mutationc.405C>Ap.Phe135Leup.F135LQ76B58protein_codingtolerated(0.3)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BRINP3SNVMissense_Mutationc.1340N>Tp.Ser447Phep.S447FQ76B58protein_codingdeleterious(0.03)benign(0.135)TCGA-AO-A0J6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
BRINP3SNVMissense_Mutationc.352C>Tp.Pro118Serp.P118SQ76B58protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AR-A0TV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BRINP3SNVMissense_Mutationc.1358C>Tp.Ala453Valp.A453VQ76B58protein_codingdeleterious(0.02)benign(0.039)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
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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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