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: NEURL1

Gene summary for NEURL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NEURL1

Gene ID

9148

Gene nameneuralized E3 ubiquitin protein ligase 1
Gene AliasNEUR1
Cytomap10q24.33
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

B4DS86


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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
9148NEURL1HTA11_78_2000001011HumanColorectumAD7.21e-053.12e-01-0.1088
9148NEURL1HTA11_696_2000001011HumanColorectumAD7.35e-124.84e-01-0.1464
9148NEURL1HTA11_866_2000001011HumanColorectumAD4.30e-064.64e-01-0.1001
9148NEURL1HTA11_99999965062_69753HumanColorectumMSI-H9.98e-111.22e+000.3487
9148NEURL1P21T-EHumanEsophagusESCC3.02e-265.22e-010.1617
9148NEURL1P26T-EHumanEsophagusESCC4.12e-112.70e-010.1276
9148NEURL1P28T-EHumanEsophagusESCC1.76e-122.82e-010.1149
9148NEURL1P31T-EHumanEsophagusESCC3.50e-029.37e-020.1251
9148NEURL1P49T-EHumanEsophagusESCC4.64e-063.45e-010.1768
9148NEURL1P57T-EHumanEsophagusESCC8.40e-041.68e-010.0926
9148NEURL1P74T-EHumanEsophagusESCC3.81e-051.80e-010.1479
9148NEURL1P80T-EHumanEsophagusESCC1.02e-631.69e+000.155
9148NEURL1P83T-EHumanEsophagusESCC4.97e-051.66e-010.1738
9148NEURL1P107T-EHumanEsophagusESCC1.48e-315.94e-010.171
9148NEURL1P130T-EHumanEsophagusESCC4.41e-072.65e-010.1676
9148NEURL1HTA12-26-1HumanPancreasPDAC2.06e-055.56e-010.3728
9148NEURL1HTA12-29-1HumanPancreasPDAC8.84e-165.22e-010.3722
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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
∗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:0072594ColorectumADestablishment of protein localization to organelle148/3918422/187237.95e-121.04e-09148
GO:0048732ColorectumADgland development149/3918436/187236.07e-116.33e-09149
GO:0038127ColorectumADERBB signaling pathway55/3918121/187231.19e-098.85e-0855
GO:0007173ColorectumADepidermal growth factor receptor signaling pathway50/3918108/187233.08e-092.07e-0750
GO:0006417ColorectumADregulation of translation141/3918468/187231.32e-064.22e-05141
GO:0030879ColorectumADmammary gland development53/3918137/187231.46e-064.58e-0553
GO:1901184ColorectumADregulation of ERBB signaling pathway34/391879/187237.46e-061.82e-0434
GO:0042058ColorectumADregulation of epidermal growth factor receptor signaling pathway31/391873/187232.56e-054.89e-0431
GO:0031346ColorectumADpositive regulation of cell projection organization104/3918353/187238.26e-051.30e-03104
GO:0033674ColorectumADpositive regulation of kinase activity131/3918467/187231.28e-041.85e-03131
GO:0050878ColorectumADregulation of body fluid levels108/3918379/187232.54e-043.20e-03108
GO:0010720ColorectumADpositive regulation of cell development87/3918298/187234.17e-044.71e-0387
GO:0045860ColorectumADpositive regulation of protein kinase activity107/3918386/187238.01e-047.92e-03107
GO:0007589ColorectumADbody fluid secretion33/391893/187238.26e-048.13e-0333
GO:0050767ColorectumADregulation of neurogenesis99/3918364/187232.35e-031.82e-0299
GO:0016358ColorectumADdendrite development69/3918243/187233.32e-032.42e-0269
GO:0050808ColorectumADsynapse organization112/3918426/187234.25e-032.92e-02112
GO:0007595ColorectumADlactation18/391847/187234.81e-033.25e-0218
GO:0050807ColorectumADregulation of synapse organization60/3918211/187235.67e-033.64e-0260
GO:0007219ColorectumADNotch signaling pathway50/3918172/187236.92e-034.26e-0250
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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
NEURL1SNVMissense_Mutationnovelc.233N>Cp.Leu78Prop.L78PO76050protein_codingtolerated(0.28)probably_damaging(0.949)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
NEURL1SNVMissense_Mutationc.1285N>Tp.Pro429Serp.P429SO76050protein_codingtolerated(0.16)probably_damaging(0.996)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
NEURL1SNVMissense_Mutationrs755198069c.1523N>Tp.Ser508Leup.S508LO76050protein_codingdeleterious(0.02)probably_damaging(0.992)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NEURL1SNVMissense_Mutationrs200676641c.1643N>Ap.Arg548Hisp.R548HO76050protein_codingdeleterious(0)possibly_damaging(0.841)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
NEURL1SNVMissense_Mutationrs61871259c.292N>Tp.Arg98Cysp.R98CO76050protein_codingdeleterious(0)probably_damaging(0.999)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
NEURL1SNVMissense_Mutationnovelc.1372N>Cp.Ser458Prop.S458PO76050protein_codingtolerated(0.07)benign(0.018)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
NEURL1SNVMissense_Mutationrs539510212c.424N>Ap.Ala142Thrp.A142TO76050protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AJ-A2QO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NEURL1SNVMissense_Mutationnovelc.1543G>Ap.Gly515Serp.G515SO76050protein_codingtolerated(0.18)benign(0.195)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NEURL1SNVMissense_Mutationnovelc.554C>Tp.Ser185Leup.S185LO76050protein_codingtolerated(0.32)benign(0.348)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NEURL1SNVMissense_Mutationrs200676641c.1643G>Ap.Arg548Hisp.R548HO76050protein_codingdeleterious(0)possibly_damaging(0.841)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
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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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