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: UNC93B1

Gene summary for UNC93B1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UNC93B1

Gene ID

81622

Gene nameunc-93 homolog B1, TLR signaling regulator
Gene AliasIIAE1
Cytomap11q13.2
Gene Typeprotein-coding
GO ID

GO:0002221

UniProtAcc

Q9H1C4


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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
81622UNC93B1LZE5THumanEsophagusESCC4.72e-022.20e-010.0514
81622UNC93B1LZE20THumanEsophagusESCC4.91e-145.53e-010.0662
81622UNC93B1LZE22THumanEsophagusESCC9.15e-045.07e-010.068
81622UNC93B1LZE24THumanEsophagusESCC4.65e-268.83e-010.0596
81622UNC93B1P1T-EHumanEsophagusESCC5.97e-105.68e-010.0875
81622UNC93B1P2T-EHumanEsophagusESCC2.55e-254.05e-010.1177
81622UNC93B1P4T-EHumanEsophagusESCC5.96e-306.87e-010.1323
81622UNC93B1P5T-EHumanEsophagusESCC1.15e-346.67e-010.1327
81622UNC93B1P8T-EHumanEsophagusESCC6.49e-478.76e-010.0889
81622UNC93B1P9T-EHumanEsophagusESCC1.63e-092.83e-010.1131
81622UNC93B1P10T-EHumanEsophagusESCC6.96e-045.11e-020.116
81622UNC93B1P11T-EHumanEsophagusESCC4.28e-185.07e-010.1426
81622UNC93B1P12T-EHumanEsophagusESCC2.84e-102.08e-010.1122
81622UNC93B1P15T-EHumanEsophagusESCC7.12e-337.36e-010.1149
81622UNC93B1P16T-EHumanEsophagusESCC4.16e-041.17e-010.1153
81622UNC93B1P17T-EHumanEsophagusESCC5.57e-073.41e-010.1278
81622UNC93B1P20T-EHumanEsophagusESCC1.26e-122.76e-010.1124
81622UNC93B1P21T-EHumanEsophagusESCC1.47e-224.32e-010.1617
81622UNC93B1P22T-EHumanEsophagusESCC1.28e-376.95e-010.1236
81622UNC93B1P23T-EHumanEsophagusESCC7.10e-296.46e-010.108
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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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:00516075EsophagusESCCdefense response to virus171/8552265/187233.91e-101.05e-08171
GO:01405465EsophagusESCCdefense response to symbiont171/8552265/187233.91e-101.05e-08171
GO:00096155LiverCirrhoticresponse to virus126/4634367/187232.10e-052.77e-04126
GO:0051607LiverCirrhoticdefense response to virus84/4634265/187236.02e-033.00e-0284
GO:0140546LiverCirrhoticdefense response to symbiont84/4634265/187236.02e-033.00e-0284
GO:000961511LiverHCCresponse to virus210/7958367/187237.32e-091.86e-07210
GO:00022211LiverHCCpattern recognition receptor signaling pathway107/7958172/187231.37e-072.58e-06107
GO:00516071LiverHCCdefense response to virus151/7958265/187231.27e-061.85e-05151
GO:01405461LiverHCCdefense response to symbiont151/7958265/187231.27e-061.85e-05151
GO:0002224LiverHCCtoll-like receptor signaling pathway67/7958121/187232.87e-031.34e-0267
GO:000961515Oral cavityOSCCresponse to virus215/7305367/187231.63e-149.41e-13215
GO:00516074Oral cavityOSCCdefense response to virus154/7305265/187231.96e-105.63e-09154
GO:01405464Oral cavityOSCCdefense response to symbiont154/7305265/187231.96e-105.63e-09154
GO:00022214Oral cavityOSCCpattern recognition receptor signaling pathway95/7305172/187231.11e-051.15e-0495
GO:00022243Oral cavityOSCCtoll-like receptor signaling pathway63/7305121/187232.36e-031.04e-0263
GO:00027646Oral cavityOSCCimmune response-regulating signaling pathway212/7305468/187232.93e-031.27e-02212
GO:000961520ThyroidPTCresponse to virus162/5968367/187234.52e-077.41e-06162
GO:00022215ThyroidPTCpattern recognition receptor signaling pathway77/5968172/187232.56e-041.84e-0377
GO:00516077ThyroidPTCdefense response to virus108/5968265/187231.34e-037.55e-03108
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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
UNC93B1SNVMissense_Mutationnovelc.286N>Ap.Glu96Lysp.E96KQ9H1C4protein_codingdeleterious(0.01)possibly_damaging(0.466)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
UNC93B1SNVMissense_Mutationc.1313N>Tp.Ala438Valp.A438VQ9H1C4protein_codingtolerated(0.77)benign(0)TCGA-A1-A0SH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
UNC93B1SNVMissense_Mutationrs750571331c.1517N>Tp.Ala506Valp.A506VQ9H1C4protein_codingtolerated(1)benign(0)TCGA-A2-A0CR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
UNC93B1SNVMissense_Mutationc.631G>Tp.Gly211Cysp.G211CQ9H1C4protein_codingdeleterious(0)possibly_damaging(0.808)TCGA-AR-A1AH-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPD
UNC93B1SNVMissense_Mutationnovelc.414N>Tp.Met138Ilep.M138IQ9H1C4protein_codingtolerated(0.26)benign(0.03)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
UNC93B1SNVMissense_Mutationnovelc.935N>Cp.Arg312Prop.R312PQ9H1C4protein_codingdeleterious(0.01)probably_damaging(0.941)TCGA-GM-A2DF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
UNC93B1SNVMissense_Mutationnovelc.1675N>Ap.Gly559Serp.G559SQ9H1C4protein_codingtolerated_low_confidence(0.47)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UNC93B1SNVMissense_Mutationrs750571331c.1517N>Tp.Ala506Valp.A506VQ9H1C4protein_codingtolerated(1)benign(0)TCGA-EA-A5ZF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
UNC93B1SNVMissense_Mutationrs750571331c.1517C>Tp.Ala506Valp.A506VQ9H1C4protein_codingtolerated(1)benign(0)TCGA-LP-A4AU-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
UNC93B1SNVMissense_Mutationnovelc.1157N>Tp.Ala386Valp.A386VQ9H1C4protein_codingtolerated(0.27)benign(0.343)TCGA-VS-A954-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
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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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