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: NGB

Gene summary for NGB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NGB

Gene ID

58157

Gene nameneuroglobin
Gene AliasNGB
Cytomap14q24.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0M8W9


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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
58157NGBHTA11_2487_2000001011HumanColorectumSER3.37e-031.53e-01-0.1808
58157NGBHTA11_3361_2000001011HumanColorectumAD7.08e-256.80e-01-0.1207
58157NGBHTA11_546_2000001011HumanColorectumAD4.17e-021.36e-01-0.0842
58157NGBHTA11_6818_2000001021HumanColorectumAD1.15e-021.45e-010.0588
58157NGBHTA11_99999970781_79442HumanColorectumMSS4.38e-061.56e-010.294
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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
∗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:000931416Oral cavityOSCCresponse to radiation241/7305456/187239.76e-102.40e-08241
GO:00094164Oral cavityOSCCresponse to light stimulus159/7305320/187235.98e-054.92e-04159
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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
NGBSNVMissense_Mutationc.306G>Tp.Lys102Asnp.K102NQ9NPG2protein_codingtolerated(0.12)benign(0.005)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NGBSNVMissense_Mutationnovelc.104N>Gp.Glu35Glyp.E35GQ9NPG2protein_codingdeleterious(0.01)possibly_damaging(0.602)TCGA-AG-3726-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
NGBSNVMissense_Mutationnovelc.125T>Cp.Phe42Serp.F42SQ9NPG2protein_codingdeleterious(0.04)possibly_damaging(0.81)TCGA-AG-3883-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
NGBSNVMissense_Mutationc.261G>Tp.Glu87Aspp.E87DQ9NPG2protein_codingtolerated(0.27)benign(0)TCGA-AG-A00Y-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
NGBSNVMissense_Mutationnovelc.202G>Ap.Val68Metp.V68MQ9NPG2protein_codingdeleterious(0)probably_damaging(0.987)TCGA-CI-6623-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
NGBSNVMissense_Mutationc.335N>Tp.Ser112Phep.S112FQ9NPG2protein_codingdeleterious(0)probably_damaging(0.996)TCGA-BG-A0VX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NGBSNVMissense_Mutationc.70N>Tp.Gly24Cysp.G24CQ9NPG2protein_codingdeleterious(0)probably_damaging(0.95)TCGA-64-5779-01Lunglung adenocarcinomaMale<65III/IVChemotherapycisplatinPD
NGBSNVMissense_Mutationnovelc.253N>Ap.Leu85Metp.L85MQ9NPG2protein_codingdeleterious(0.01)possibly_damaging(0.848)TCGA-86-6851-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NGBSNVMissense_Mutationc.392C>Ap.Ala131Aspp.A131DQ9NPG2protein_codingtolerated(0.36)benign(0.001)TCGA-33-4566-01Lunglung squamous cell carcinomaMale<65I/IIUnknownUnknownSD
NGBSNVMissense_Mutationnovelc.219N>Ap.Asp73Glup.D73EQ9NPG2protein_codingtolerated(0.13)possibly_damaging(0.758)TCGA-96-7544-01Lunglung squamous cell carcinomaMale>=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
58157NGBNASODIUM SALICYLATE16094504
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