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: DTNB

Gene summary for DTNB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DTNB

Gene ID

1838

Gene namedystrobrevin beta
Gene AliasDTNB
Cytomap2p23.3
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

B7Z6A9


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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
1838DTNBCCI_1HumanCervixCC2.55e-087.56e-010.528
1838DTNBCCI_2HumanCervixCC1.42e-161.28e+000.5249
1838DTNBCCI_3HumanCervixCC1.36e-199.50e-010.516
1838DTNBAEH-subject1HumanEndometriumAEH2.64e-195.00e-01-0.3059
1838DTNBAEH-subject2HumanEndometriumAEH1.11e-083.95e-01-0.2525
1838DTNBAEH-subject3HumanEndometriumAEH5.32e-134.59e-01-0.2576
1838DTNBAEH-subject4HumanEndometriumAEH7.49e-043.11e-01-0.2657
1838DTNBAEH-subject5HumanEndometriumAEH7.50e-206.05e-01-0.2953
1838DTNBEEC-subject1HumanEndometriumEEC6.48e-165.51e-01-0.2682
1838DTNBEEC-subject2HumanEndometriumEEC6.48e-225.70e-01-0.2607
1838DTNBEEC-subject4HumanEndometriumEEC1.05e-216.43e-01-0.2571
1838DTNBEEC-subject5HumanEndometriumEEC1.01e-124.14e-01-0.249
1838DTNBGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC3.93e-02-1.03e-02-0.1883
1838DTNBLZE4THumanEsophagusESCC3.67e-142.94e-010.0811
1838DTNBLZE7THumanEsophagusESCC2.86e-021.09e-010.0667
1838DTNBLZE20THumanEsophagusESCC8.11e-045.59e-020.0662
1838DTNBLZE22THumanEsophagusESCC2.13e-032.49e-010.068
1838DTNBLZE24THumanEsophagusESCC1.26e-152.25e-010.0596
1838DTNBLZE21THumanEsophagusESCC2.75e-022.13e-010.0655
1838DTNBP1T-EHumanEsophagusESCC1.17e-041.91e-010.0875
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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
DTNBSNVMissense_Mutationrs780542534c.1654N>Cp.Ser552Prop.S552PO60941protein_codingtolerated(0.1)possibly_damaging(0.881)TCGA-AN-A0FY-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DTNBSNVMissense_Mutationrs773532655c.148N>Tp.Leu50Phep.L50FO60941protein_codingdeleterious(0.02)possibly_damaging(0.603)TCGA-EW-A1OZ-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabSD
DTNBinsertionNonsense_Mutationnovelc.781_782insACTCGGGAGGCTGAGGCAGGAGAATGGCGTGAACCCGGGAGGTGGAGp.Cys261TyrfsTer5p.C261Yfs*5O60941protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DTNBSNVMissense_Mutationrs749508731c.284N>Ap.Arg95Hisp.R95HO60941protein_codingdeleterious(0)probably_damaging(0.988)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DTNBSNVMissense_Mutationc.917N>Gp.Ser306Cysp.S306CO60941protein_codingdeleterious(0)probably_damaging(0.91)TCGA-FU-A3EO-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DTNBSNVMissense_Mutationc.1408G>Cp.Glu470Glnp.E470QO60941protein_codingtolerated(0.14)benign(0.096)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DTNBSNVMissense_Mutationc.1723G>Tp.Ala575Serp.A575SO60941protein_codingdeleterious(0.03)possibly_damaging(0.887)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DTNBSNVMissense_Mutationc.721G>Ap.Val241Metp.V241MO60941protein_codingdeleterious(0.03)probably_damaging(0.988)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
DTNBSNVMissense_Mutationc.833G>Ap.Gly278Aspp.G278DO60941protein_codingdeleterious(0.03)probably_damaging(0.986)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
DTNBSNVMissense_Mutationnovelc.456N>Ap.Phe152Leup.F152LO60941protein_codingdeleterious(0)possibly_damaging(0.868)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<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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