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: NTAN1

Gene summary for NTAN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NTAN1

Gene ID

123803

Gene nameN-terminal asparagine amidase
Gene AliasPNAA
Cytomap16p13.11
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

A0A087X0T5


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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
123803NTAN1LZE4THumanEsophagusESCC9.37e-051.60e-010.0811
123803NTAN1LZE8THumanEsophagusESCC4.96e-051.60e-010.067
123803NTAN1LZE24THumanEsophagusESCC6.99e-102.86e-010.0596
123803NTAN1LZE6THumanEsophagusESCC1.61e-031.26e-010.0845
123803NTAN1P1T-EHumanEsophagusESCC9.27e-052.33e-010.0875
123803NTAN1P2T-EHumanEsophagusESCC3.10e-214.03e-010.1177
123803NTAN1P4T-EHumanEsophagusESCC1.21e-143.81e-010.1323
123803NTAN1P5T-EHumanEsophagusESCC9.34e-122.52e-010.1327
123803NTAN1P8T-EHumanEsophagusESCC1.26e-112.84e-010.0889
123803NTAN1P9T-EHumanEsophagusESCC6.23e-051.91e-010.1131
123803NTAN1P10T-EHumanEsophagusESCC3.38e-082.43e-010.116
123803NTAN1P11T-EHumanEsophagusESCC4.83e-063.13e-010.1426
123803NTAN1P12T-EHumanEsophagusESCC2.62e-235.35e-010.1122
123803NTAN1P15T-EHumanEsophagusESCC2.45e-234.68e-010.1149
123803NTAN1P16T-EHumanEsophagusESCC3.02e-122.95e-010.1153
123803NTAN1P17T-EHumanEsophagusESCC2.58e-063.39e-010.1278
123803NTAN1P19T-EHumanEsophagusESCC2.19e-076.59e-010.1662
123803NTAN1P20T-EHumanEsophagusESCC3.07e-235.91e-010.1124
123803NTAN1P21T-EHumanEsophagusESCC6.76e-501.08e+000.1617
123803NTAN1P22T-EHumanEsophagusESCC2.63e-315.84e-010.1236
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
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
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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
NTAN1SNVMissense_Mutationnovelc.209A>Gp.Asp70Glyp.D70GQ96AB6protein_codingdeleterious(0.03)possibly_damaging(0.801)TCGA-A8-A08J-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
NTAN1SNVMissense_Mutationc.442N>Cp.Asp148Hisp.D148HQ96AB6protein_codingtolerated(0.77)benign(0.131)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
NTAN1insertionFrame_Shift_Insnovelc.187dupTp.Ser63PhefsTer8p.S63Ffs*8Q96AB6protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
NTAN1insertionFrame_Shift_Insnovelc.185_186insAGTCTCGGCCTGCGCACTGCACTCGCATCAGGGAATAAp.Ser63ValfsTer31p.S63Vfs*31Q96AB6protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
NTAN1SNVMissense_Mutationnovelc.578C>Ap.Ser193Tyrp.S193YQ96AB6protein_codingdeleterious(0)probably_damaging(0.919)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NTAN1SNVMissense_Mutationnovelc.244C>Tp.His82Tyrp.H82YQ96AB6protein_codingdeleterious(0)benign(0.408)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NTAN1insertionFrame_Shift_Insrs780770021c.831dupAp.His278ThrfsTer13p.H278Tfs*13Q96AB6protein_codingTCGA-MU-A8JM-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NTAN1SNVMissense_Mutationc.422A>Gp.His141Argp.H141RQ96AB6protein_codingtolerated(0.34)benign(0.001)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NTAN1SNVMissense_Mutationc.233N>Gp.Val78Glyp.V78GQ96AB6protein_codingdeleterious(0)possibly_damaging(0.734)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
NTAN1SNVMissense_Mutationnovelc.461T>Ap.Ile154Asnp.I154NQ96AB6protein_codingdeleterious(0)possibly_damaging(0.742)TCGA-AG-A00Y-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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