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: DTNBP1

Gene summary for DTNBP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DTNBP1

Gene ID

84062

Gene namedystrobrevin binding protein 1
Gene AliasBLOC1S8
Cytomap6p22.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q96EV8


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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
84062DTNBP1HTA11_99999974143_84620HumanColorectumMSS3.68e-07-3.66e-010.3005
84062DTNBP1A002-C-010HumanColorectumFAP2.11e-03-2.01e-010.242
84062DTNBP1A015-C-203HumanColorectumFAP2.04e-30-5.50e-01-0.1294
84062DTNBP1A015-C-204HumanColorectumFAP4.68e-08-4.42e-01-0.0228
84062DTNBP1A014-C-040HumanColorectumFAP2.72e-07-6.37e-01-0.1184
84062DTNBP1A002-C-201HumanColorectumFAP1.01e-11-4.06e-010.0324
84062DTNBP1A002-C-203HumanColorectumFAP3.99e-08-2.49e-010.2786
84062DTNBP1A001-C-119HumanColorectumFAP8.09e-08-4.60e-01-0.1557
84062DTNBP1A001-C-108HumanColorectumFAP4.96e-23-4.76e-01-0.0272
84062DTNBP1A002-C-205HumanColorectumFAP2.86e-19-5.29e-01-0.1236
84062DTNBP1A001-C-104HumanColorectumFAP9.75e-07-3.22e-010.0184
84062DTNBP1A015-C-005HumanColorectumFAP4.64e-06-4.05e-01-0.0336
84062DTNBP1A015-C-006HumanColorectumFAP5.98e-14-5.50e-01-0.0994
84062DTNBP1A015-C-106HumanColorectumFAP8.12e-12-3.58e-01-0.0511
84062DTNBP1A002-C-114HumanColorectumFAP2.54e-13-4.65e-01-0.1561
84062DTNBP1A015-C-104HumanColorectumFAP3.38e-34-5.68e-01-0.1899
84062DTNBP1A001-C-014HumanColorectumFAP9.06e-15-4.07e-010.0135
84062DTNBP1A002-C-016HumanColorectumFAP2.10e-24-4.41e-010.0521
84062DTNBP1A015-C-002HumanColorectumFAP6.87e-08-3.95e-01-0.0763
84062DTNBP1A001-C-203HumanColorectumFAP4.90e-15-3.49e-01-0.0481
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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
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:00510982ColorectumMSSregulation of binding113/3467363/187233.55e-092.41e-07113
GO:00516562ColorectumMSSestablishment of organelle localization115/3467390/187237.30e-083.67e-06115
GO:00160502ColorectumMSSvesicle organization93/3467300/187231.04e-074.97e-0693
GO:00420602ColorectumMSSwound healing119/3467422/187235.93e-072.24e-05119
GO:00315322ColorectumMSSactin cytoskeleton reorganization41/3467107/187231.21e-064.06e-0541
GO:00513482ColorectumMSSnegative regulation of transferase activity80/3467268/187234.06e-061.17e-0480
GO:00433932ColorectumMSSregulation of protein binding62/3467196/187236.44e-061.69e-0462
GO:00105632ColorectumMSSnegative regulation of phosphorus metabolic process118/3467442/187231.18e-052.77e-04118
GO:00459362ColorectumMSSnegative regulation of phosphate metabolic process117/3467441/187231.74e-053.84e-04117
GO:00423262ColorectumMSSnegative regulation of phosphorylation103/3467385/187233.76e-057.17e-04103
GO:00516502ColorectumMSSestablishment of vesicle localization51/3467161/187233.92e-057.45e-0451
GO:00019332ColorectumMSSnegative regulation of protein phosphorylation93/3467342/187234.54e-058.35e-0493
GO:00508782ColorectumMSSregulation of body fluid levels99/3467379/187231.40e-042.07e-0399
GO:00516482ColorectumMSSvesicle localization53/3467177/187231.47e-042.16e-0353
GO:00336732ColorectumMSSnegative regulation of kinase activity66/3467237/187232.63e-043.54e-0366
GO:00719002ColorectumMSSregulation of protein serine/threonine kinase activity93/3467359/187232.98e-043.91e-0393
GO:00064692ColorectumMSSnegative regulation of protein kinase activity60/3467212/187233.08e-044.02e-0360
GO:19035321ColorectumMSSpositive regulation of secretion by cell74/3467282/187237.93e-048.36e-0374
GO:00510472ColorectumMSSpositive regulation of secretion80/3467310/187238.55e-048.75e-0380
GO:00163582ColorectumMSSdendrite development65/3467243/187239.41e-049.50e-0365
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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
DTNBP1SNVMissense_Mutationnovelc.469A>Gp.Asn157Aspp.N157DQ96EV8protein_codingtolerated(0.35)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DTNBP1deletionFrame_Shift_Delnovelc.597delNp.Phe199LeufsTer27p.F199Lfs*27Q96EV8protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
DTNBP1SNVMissense_Mutationrs75704383c.532N>Ap.Ala178Thrp.A178TQ96EV8protein_codingtolerated(0.52)benign(0.005)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
DTNBP1SNVMissense_Mutationc.955N>Cp.Val319Leup.V319LQ96EV8protein_codingdeleterious(0)benign(0.187)TCGA-NH-A8F7-06ColorectumNANANANANANANA
DTNBP1SNVMissense_Mutationnovelc.400N>Tp.His134Tyrp.H134YQ96EV8protein_codingtolerated(1)benign(0)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DTNBP1SNVMissense_Mutationnovelc.1046N>Ap.Ser349Asnp.S349NQ96EV8protein_codingdeleterious_low_confidence(0)probably_damaging(0.986)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DTNBP1SNVMissense_Mutationrs774300249c.325G>Ap.Ala109Thrp.A109TQ96EV8protein_codingtolerated(0.35)benign(0.215)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
DTNBP1SNVMissense_Mutationrs781381233c.887C>Tp.Pro296Leup.P296LQ96EV8protein_codingtolerated(0.18)benign(0.183)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DTNBP1SNVMissense_Mutationnovelc.788N>Gp.Asn263Serp.N263SQ96EV8protein_codingtolerated(0.5)benign(0.07)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
DTNBP1SNVMissense_Mutationc.295G>Ap.Glu99Lysp.E99KQ96EV8protein_codingtolerated(0.05)benign(0.053)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
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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
84062DTNBP1KINASEmethamphetamineMETHAMPHETAMINE17555717
84062DTNBP1KINASEcitalopramCITALOPRAM19065121
84062DTNBP1KINASEcorticosteroids30697902
84062DTNBP1KINASEhaloperidolHALOPERIDOL27023437
84062DTNBP1KINASEclozapineCLOZAPINE
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