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: NAB1

Gene summary for NAB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAB1

Gene ID

4664

Gene nameNGFI-A binding protein 1
Gene AliasNAB1
Cytomap2q32.2
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

A8K8T1


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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
4664NAB1LZE4THumanEsophagusESCC5.48e-06-1.02e-010.0811
4664NAB1LZE5THumanEsophagusESCC7.74e-04-5.19e-020.0514
4664NAB1LZE8THumanEsophagusESCC1.28e-076.28e-020.067
4664NAB1LZE20THumanEsophagusESCC9.49e-03-9.88e-020.0662
4664NAB1LZE22THumanEsophagusESCC5.20e-04-5.19e-020.068
4664NAB1LZE24THumanEsophagusESCC5.51e-113.02e-020.0596
4664NAB1LZE21THumanEsophagusESCC3.36e-02-1.42e-010.0655
4664NAB1LZE6THumanEsophagusESCC1.75e-04-1.35e-010.0845
4664NAB1P1T-EHumanEsophagusESCC7.11e-05-5.19e-020.0875
4664NAB1P2T-EHumanEsophagusESCC5.69e-151.06e-010.1177
4664NAB1P4T-EHumanEsophagusESCC9.92e-121.35e-010.1323
4664NAB1P5T-EHumanEsophagusESCC1.47e-063.69e-020.1327
4664NAB1P8T-EHumanEsophagusESCC2.48e-067.00e-030.0889
4664NAB1P9T-EHumanEsophagusESCC7.20e-143.65e-030.1131
4664NAB1P10T-EHumanEsophagusESCC6.26e-182.73e-010.116
4664NAB1P12T-EHumanEsophagusESCC1.16e-193.50e-010.1122
4664NAB1P15T-EHumanEsophagusESCC4.07e-184.12e-010.1149
4664NAB1P16T-EHumanEsophagusESCC5.84e-09-4.96e-030.1153
4664NAB1P17T-EHumanEsophagusESCC4.65e-07-3.61e-020.1278
4664NAB1P20T-EHumanEsophagusESCC2.08e-162.29e-010.1124
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
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: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:00085449Oral cavityOSCCepidermis development171/7305324/187232.89e-074.43e-06171
GO:000150310Oral cavityOSCCossification203/7305408/187235.54e-066.19e-05203
GO:00420635Oral cavityOSCCgliogenesis154/7305301/187231.10e-051.14e-04154
GO:00456825Oral cavityOSCCregulation of epidermis development41/730565/187237.29e-055.73e-0441
GO:00072723Oral cavityOSCCensheathment of neurons72/7305136/187236.59e-043.70e-0372
GO:00083663Oral cavityOSCCaxon ensheathment72/7305136/187236.59e-043.70e-0372
GO:00425523Oral cavityOSCCmyelination71/7305134/187236.93e-043.86e-0371
GO:00100015Oral cavityOSCCglial cell differentiation110/7305225/187231.56e-037.45e-03110
GO:00140372Oral cavityOSCCSchwann cell differentiation25/730540/187232.22e-031.00e-0225
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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
NAB1SNVMissense_Mutationnovelc.329N>Tp.Ser110Phep.S110FQ13506protein_codingtolerated(0.09)benign(0.062)TCGA-GM-A2DB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
NAB1insertionNonsense_Mutationnovelc.1176_1177insGTTTATCATGTTTATTCTGTGAATTAATATATTTTACCTp.Arg392_Arg393insValTyrHisValTyrSerValAsnTerTyrIleLeuProp.R392_R393insVYHVYSVN*YILPQ13506protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
NAB1deletionFrame_Shift_Delnovelc.358delGp.Ala120ProfsTer6p.A120Pfs*6Q13506protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
NAB1SNVMissense_Mutationnovelc.866C>Tp.Ala289Valp.A289VQ13506protein_codingdeleterious(0.05)probably_damaging(0.971)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NAB1SNVMissense_Mutationnovelc.1171N>Ap.Glu391Lysp.E391KQ13506protein_codingtolerated_low_confidence(0.08)benign(0.018)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
NAB1SNVMissense_Mutationrs754464590c.917N>Ap.Arg306Glnp.R306QQ13506protein_codingdeleterious(0.04)benign(0.017)TCGA-MY-A5BE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NAB1SNVMissense_Mutationrs779731764c.74C>Ap.Ser25Tyrp.S25YQ13506protein_codingtolerated(1)benign(0.232)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NAB1SNVMissense_Mutationc.1178N>Tp.Arg393Metp.R393MQ13506protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.832)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
NAB1SNVMissense_Mutationnovelc.1351A>Tp.Ser451Cysp.S451CQ13506protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.701)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
NAB1SNVMissense_Mutationc.1003G>Ap.Glu335Lysp.E335KQ13506protein_codingdeleterious(0.04)probably_damaging(0.948)TCGA-AA-3848-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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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