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: NAB2

Gene summary for NAB2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAB2

Gene ID

4665

Gene nameNGFI-A binding protein 2
Gene AliasMADER
Cytomap12q13.3
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

Q15742


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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
4665NAB2C08HumanOral cavityOSCC2.53e-256.05e-010.1919
4665NAB2C09HumanOral cavityOSCC8.43e-083.69e-010.1431
4665NAB2LN22HumanOral cavityOSCC3.52e-036.23e-010.1733
4665NAB2LN46HumanOral cavityOSCC1.80e-104.21e-010.1666
4665NAB2LP15HumanOral cavityLP4.75e-045.68e-010.2174
4665NAB2SYSMH1HumanOral cavityOSCC7.69e-042.03e-010.1127
4665NAB2SYSMH2HumanOral cavityOSCC4.54e-092.61e-010.2326
4665NAB2SYSMH3HumanOral cavityOSCC6.28e-082.48e-010.2442
4665NAB2male-WTAHumanThyroidPTC9.39e-505.08e-010.1037
4665NAB2PTC01HumanThyroidPTC6.46e-172.51e-010.1899
4665NAB2PTC03HumanThyroidPTC8.38e-051.41e-010.1784
4665NAB2PTC04HumanThyroidPTC6.68e-173.82e-010.1927
4665NAB2PTC05HumanThyroidPTC5.53e-127.33e-010.2065
4665NAB2PTC06HumanThyroidPTC1.09e-196.03e-010.2057
4665NAB2PTC07HumanThyroidPTC2.47e-355.25e-010.2044
4665NAB2ATC09HumanThyroidATC3.13e-067.06e-020.2871
4665NAB2ATC12HumanThyroidATC1.44e-182.98e-010.34
4665NAB2ATC13HumanThyroidATC6.00e-202.25e-010.34
4665NAB2ATC1HumanThyroidATC2.06e-055.08e-020.2878
4665NAB2ATC2HumanThyroidATC7.22e-041.09e-010.34
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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
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:00063833EsophagusESCCtranscription by RNA polymerase III41/855246/187237.69e-101.90e-0841
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:004586018EsophagusESCCpositive regulation of protein kinase activity219/8552386/187236.91e-066.97e-05219
GO:003367420EsophagusESCCpositive regulation of kinase activity260/8552467/187237.26e-067.22e-05260
GO:00425524EsophagusESCCmyelination85/8552134/187232.51e-052.13e-0485
GO:00072724EsophagusESCCensheathment of neurons86/8552136/187232.68e-052.24e-0486
GO:00083664EsophagusESCCaxon ensheathment86/8552136/187232.68e-052.24e-0486
GO:00456826EsophagusESCCregulation of epidermis development46/855265/187233.65e-052.97e-0446
GO:00420636EsophagusESCCgliogenesis172/8552301/187233.75e-053.04e-04172
GO:0006359EsophagusESCCregulation of transcription by RNA polymerase III19/855222/187239.52e-056.78e-0419
GO:00100016EsophagusESCCglial cell differentiation129/8552225/187232.73e-041.65e-03129
GO:00140373EsophagusESCCSchwann cell differentiation28/855240/187231.61e-037.50e-0328
GO:00603485EsophagusESCCbone development115/8552205/187231.67e-037.72e-03115
GO:00487052EsophagusESCCskeletal system morphogenesis120/8552220/187234.90e-031.89e-02120
GO:0006739LiverHCCNADP metabolic process25/795835/187235.05e-043.29e-0325
GO:00085449Oral cavityOSCCepidermis development171/7305324/187232.89e-074.43e-06171
GO:00063832Oral cavityOSCCtranscription by RNA polymerase III34/730546/187231.61e-062.11e-0534
GO:004586016Oral cavityOSCCpositive regulation of protein kinase activity194/7305386/187233.90e-064.59e-05194
GO:000150310Oral cavityOSCCossification203/7305408/187235.54e-066.19e-05203
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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
NAB2SNVMissense_Mutationnovelc.908N>Cp.Gly303Alap.G303AQ15742protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NAB2SNVMissense_Mutationnovelc.1165N>Ap.Glu389Lysp.E389KQ15742protein_codingtolerated(0.5)benign(0.191)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NAB2SNVMissense_Mutationnovelc.110N>Tp.Pro37Leup.P37LQ15742protein_codingdeleterious(0)probably_damaging(0.985)TCGA-C8-A12T-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NAB2SNVMissense_Mutationc.392N>Gp.Ser131Cysp.S131CQ15742protein_codingtolerated(0.08)probably_damaging(0.945)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NAB2insertionNonsense_Mutationnovelc.208_209insATTTCTTGTAAAATAACTAACTTGAp.Gln70HisfsTer4p.Q70Hfs*4Q15742protein_codingTCGA-B6-A0RG-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NAB2SNVMissense_Mutationnovelc.1004N>Tp.Thr335Metp.T335MQ15742protein_codingdeleterious(0)probably_damaging(0.974)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NAB2SNVMissense_Mutationrs767681676c.955N>Ap.Glu319Lysp.E319KQ15742protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DG-A2KL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
NAB2SNVMissense_Mutationc.177N>Cp.Glu59Aspp.E59DQ15742protein_codingtolerated(0.87)benign(0.028)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
NAB2SNVMissense_Mutationc.223G>Ap.Ala75Thrp.A75TQ15742protein_codingdeleterious(0)probably_damaging(0.995)TCGA-FU-A40J-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
NAB2SNVMissense_Mutationc.1561G>Ap.Glu521Lysp.E521KQ15742protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.636)TCGA-HG-A2PA-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificTaxolPD
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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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