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: DBNDD1

Gene summary for DBNDD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DBNDD1

Gene ID

79007

Gene namedysbindin domain containing 1
Gene AliasDBNDD1
Cytomap16q24.3
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q9H9R9


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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
79007DBNDD1LZE24THumanEsophagusESCC9.77e-082.38e-010.0596
79007DBNDD1P2T-EHumanEsophagusESCC6.36e-108.61e-020.1177
79007DBNDD1P5T-EHumanEsophagusESCC4.38e-038.90e-020.1327
79007DBNDD1P10T-EHumanEsophagusESCC2.11e-044.02e-020.116
79007DBNDD1P11T-EHumanEsophagusESCC4.59e-076.37e-010.1426
79007DBNDD1P12T-EHumanEsophagusESCC7.71e-122.08e-010.1122
79007DBNDD1P15T-EHumanEsophagusESCC5.26e-051.83e-010.1149
79007DBNDD1P16T-EHumanEsophagusESCC5.68e-101.52e-010.1153
79007DBNDD1P21T-EHumanEsophagusESCC1.75e-112.98e-010.1617
79007DBNDD1P23T-EHumanEsophagusESCC1.02e-092.14e-010.108
79007DBNDD1P24T-EHumanEsophagusESCC3.92e-103.35e-010.1287
79007DBNDD1P26T-EHumanEsophagusESCC5.09e-071.07e-010.1276
79007DBNDD1P27T-EHumanEsophagusESCC2.28e-041.88e-010.1055
79007DBNDD1P28T-EHumanEsophagusESCC1.72e-143.57e-010.1149
79007DBNDD1P32T-EHumanEsophagusESCC9.08e-074.96e-010.1666
79007DBNDD1P38T-EHumanEsophagusESCC1.23e-052.62e-010.127
79007DBNDD1P39T-EHumanEsophagusESCC7.43e-061.40e-010.0894
79007DBNDD1P48T-EHumanEsophagusESCC6.99e-049.27e-020.0959
79007DBNDD1P49T-EHumanEsophagusESCC2.62e-055.31e-010.1768
79007DBNDD1P52T-EHumanEsophagusESCC3.57e-081.82e-010.1555
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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
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
∗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:0010563111EsophagusESCCnegative regulation of phosphorus metabolic process274/8552442/187232.32e-129.41e-11274
GO:0045936111EsophagusESCCnegative regulation of phosphate metabolic process273/8552441/187233.18e-121.25e-10273
GO:0051348111EsophagusESCCnegative regulation of transferase activity177/8552268/187231.08e-114.00e-10177
GO:0042326111EsophagusESCCnegative regulation of phosphorylation237/8552385/187231.86e-105.33e-09237
GO:0001933111EsophagusESCCnegative regulation of protein phosphorylation213/8552342/187233.54e-109.76e-09213
GO:003367319EsophagusESCCnegative regulation of kinase activity154/8552237/187231.38e-093.27e-08154
GO:000646920EsophagusESCCnegative regulation of protein kinase activity140/8552212/187231.53e-093.56e-08140
GO:001056322LiverHCCnegative regulation of phosphorus metabolic process259/7958442/187234.29e-121.92e-10259
GO:004593622LiverHCCnegative regulation of phosphate metabolic process258/7958441/187236.00e-122.60e-10258
GO:004232622LiverHCCnegative regulation of phosphorylation227/7958385/187233.98e-111.52e-09227
GO:005134822LiverHCCnegative regulation of transferase activity166/7958268/187238.97e-113.18e-09166
GO:003367322LiverHCCnegative regulation of kinase activity144/7958237/187239.76e-092.45e-07144
GO:000193322LiverHCCnegative regulation of protein phosphorylation196/7958342/187231.95e-084.63e-07196
GO:000646912LiverHCCnegative regulation of protein kinase activity126/7958212/187234.55e-077.49e-06126
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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
DBNDD1SNVMissense_Mutationc.595G>Ap.Glu199Lysp.E199KQ9H9R9protein_codingdeleterious_low_confidence(0)probably_damaging(0.997)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DBNDD1SNVMissense_Mutationc.793N>Cp.Val265Leup.V265LQ9H9R9protein_codingtolerated_low_confidence(0.05)benign(0)TCGA-AY-5543-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyoxaliplatinSD
DBNDD1SNVMissense_Mutationrs777014752c.689N>Tp.Pro230Leup.P230LQ9H9R9protein_codingdeleterious_low_confidence(0)benign(0.127)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DBNDD1SNVMissense_Mutationrs377278023c.433N>Ap.Val145Ilep.V145IQ9H9R9protein_codingtolerated_low_confidence(0.15)benign(0.09)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
DBNDD1SNVMissense_Mutationc.415N>Tp.Pro139Serp.P139SQ9H9R9protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.577)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
DBNDD1SNVMissense_Mutationrs201427311c.416N>Tp.Pro139Leup.P139LQ9H9R9protein_codingtolerated_low_confidence(0.12)benign(0.037)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DBNDD1SNVMissense_Mutationnovelc.812N>Ap.Thr271Asnp.T271NQ9H9R9protein_codingdeleterious_low_confidence(0.01)benign(0.439)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
DBNDD1SNVMissense_Mutationnovelc.407C>Tp.Ala136Valp.A136VQ9H9R9protein_codingtolerated_low_confidence(0.45)benign(0.019)TCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
DBNDD1SNVMissense_Mutationnovelc.565G>Ap.Glu189Lysp.E189KQ9H9R9protein_codingdeleterious_low_confidence(0)probably_damaging(0.997)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DBNDD1SNVMissense_Mutationrs773336637c.781N>Tp.Arg261Trpp.R261WQ9H9R9protein_codingdeleterious_low_confidence(0)possibly_damaging(0.83)TCGA-B5-A11E-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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