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: UNC5B

Gene summary for UNC5B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UNC5B

Gene ID

219699

Gene nameunc-5 netrin receptor B
Gene AliasUNC5H2
Cytomap10q22.1
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q8IZJ1


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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
219699UNC5BHTA11_2487_2000001011HumanColorectumSER1.52e-053.33e-01-0.1808
219699UNC5BHTA11_347_2000001011HumanColorectumAD2.66e-093.80e-01-0.1954
219699UNC5BHTA11_411_2000001011HumanColorectumSER2.25e-035.85e-01-0.2602
219699UNC5BHTA11_3361_2000001011HumanColorectumAD3.34e-085.00e-01-0.1207
219699UNC5BHTA11_83_2000001011HumanColorectumSER2.60e-095.70e-01-0.1526
219699UNC5BHTA11_696_2000001011HumanColorectumAD3.27e-124.93e-01-0.1464
219699UNC5BHTA11_1391_2000001011HumanColorectumAD1.23e-032.63e-01-0.059
219699UNC5BHTA11_2992_2000001011HumanColorectumSER5.94e-035.20e-01-0.1706
219699UNC5BHTA11_5212_2000001011HumanColorectumAD1.36e-065.22e-01-0.2061
219699UNC5BHTA11_546_2000001011HumanColorectumAD8.85e-054.97e-01-0.0842
219699UNC5BC04HumanOral cavityOSCC4.76e-053.23e-010.2633
219699UNC5BC30HumanOral cavityOSCC2.43e-064.85e-010.3055
219699UNC5BC38HumanOral cavityOSCC1.88e-058.92e-010.172
219699UNC5BC43HumanOral cavityOSCC4.12e-102.82e-010.1704
219699UNC5BC51HumanOral cavityOSCC1.88e-033.68e-010.2674
219699UNC5BC57HumanOral cavityOSCC5.04e-052.89e-010.1679
219699UNC5BC06HumanOral cavityOSCC9.67e-101.09e+000.2699
219699UNC5BC08HumanOral cavityOSCC1.93e-021.52e-010.1919
219699UNC5BC09HumanOral cavityOSCC1.42e-092.89e-010.1431
219699UNC5BLN38HumanOral cavityOSCC2.79e-091.19e+000.168
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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
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:200123720Oral cavityOSCCnegative regulation of extrinsic apoptotic signaling pathway60/730597/187234.31e-064.98e-0560
GO:004352310Oral cavityOSCCregulation of neuron apoptotic process111/7305212/187235.12e-054.27e-04111
GO:19012159Oral cavityOSCCnegative regulation of neuron death104/7305208/187237.90e-044.27e-03104
GO:20012393Oral cavityOSCCregulation of extrinsic apoptotic signaling pathway in absence of ligand27/730543/187231.35e-036.62e-0327
GO:19010991Oral cavityOSCCnegative regulation of signal transduction in absence of ligand20/730533/187239.78e-033.45e-0220
GO:20012401Oral cavityOSCCnegative regulation of extrinsic apoptotic signaling pathway in absence of ligand20/730533/187239.78e-033.45e-0220
GO:006156410Oral cavityOSCCaxon development207/7305467/187231.01e-023.51e-02207
GO:2001233113ThyroidPTCregulation of apoptotic signaling pathway197/5968356/187232.58e-203.69e-18197
GO:2001234113ThyroidPTCnegative regulation of apoptotic signaling pathway124/5968224/187232.57e-131.32e-11124
GO:0097191113ThyroidPTCextrinsic apoptotic signaling pathway117/5968219/187232.73e-111.03e-09117
GO:0070997113ThyroidPTCneuron death171/5968361/187234.32e-101.38e-08171
GO:1901214113ThyroidPTCregulation of neuron death151/5968319/187234.74e-091.24e-07151
GO:2001236113ThyroidPTCregulation of extrinsic apoptotic signaling pathway82/5968151/187239.01e-092.18e-0782
GO:0051402112ThyroidPTCneuron apoptotic process118/5968246/187238.99e-081.81e-06118
GO:006156419ThyroidPTCaxon development199/5968467/187235.27e-078.53e-06199
GO:0043523110ThyroidPTCregulation of neuron apoptotic process102/5968212/187235.45e-078.76e-06102
GO:000740918ThyroidPTCaxonogenesis178/5968418/187232.17e-062.91e-05178
GO:2001237113ThyroidPTCnegative regulation of extrinsic apoptotic signaling pathway51/596897/187231.83e-051.88e-0451
GO:190121518ThyroidPTCnegative regulation of neuron death95/5968208/187232.01e-052.04e-0495
GO:00435245ThyroidPTCnegative regulation of neuron apoptotic process66/5968145/187233.88e-042.61e-0366
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04360ColorectumADAxon guidance61/2092182/84654.36e-032.17e-021.38e-0261
hsa043601ColorectumADAxon guidance61/2092182/84654.36e-032.17e-021.38e-0261
hsa0436014Oral cavityOSCCAxon guidance97/3704182/84655.59e-031.33e-026.76e-0397
hsa0436015Oral cavityOSCCAxon guidance97/3704182/84655.59e-031.33e-026.76e-0397
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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
UNC5BSNVMissense_Mutationnovelc.358N>Ap.Leu120Ilep.L120IQ8IZJ1protein_codingtolerated(0.36)probably_damaging(0.996)TCGA-E9-A1RE-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
UNC5BSNVMissense_Mutationnovelc.928A>Cp.Lys310Glnp.K310QQ8IZJ1protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-HN-A2NL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
UNC5BinsertionFrame_Shift_Insnovelc.1601_1602insACTGAp.Gly536ThrfsTer68p.G536Tfs*68Q8IZJ1protein_codingTCGA-A2-A0CM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinPD
UNC5BSNVMissense_Mutationrs199873525c.676G>Ap.Val226Metp.V226MQ8IZJ1protein_codingtolerated(0.17)possibly_damaging(0.463)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UNC5BSNVMissense_Mutationrs759839363c.812G>Ap.Arg271Glnp.R271QQ8IZJ1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UNC5BSNVMissense_Mutationrs139601435c.1210C>Tp.Arg404Cysp.R404CQ8IZJ1protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UNC5BSNVMissense_Mutationnovelc.541C>Tp.Pro181Serp.P181SQ8IZJ1protein_codingdeleterious(0.01)benign(0.23)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
UNC5BSNVMissense_Mutationc.169N>Tp.Ala57Serp.A57SQ8IZJ1protein_codingtolerated(0.07)probably_damaging(0.998)TCGA-MY-A913-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UNC5BSNVMissense_Mutationrs202076199c.1540G>Ap.Asp514Asnp.D514NQ8IZJ1protein_codingtolerated(0.5)benign(0.177)TCGA-A6-2677-01Colorectumcolon adenocarcinomaFemale>=65III/IVAncillaryleucovorinSD
UNC5BSNVMissense_Mutationnovelc.1349N>Ap.Gly450Aspp.G450DQ8IZJ1protein_codingtolerated(0.05)probably_damaging(1)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=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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