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: NAT14

Gene summary for NAT14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAT14

Gene ID

57106

Gene nameN-acetyltransferase 14 (putative)
Gene AliasKLP1
Cytomap19q13.42
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8WUY8


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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
57106NAT14C04HumanOral cavityOSCC3.41e-073.59e-010.2633
57106NAT14C21HumanOral cavityOSCC8.74e-062.58e-010.2678
57106NAT14C30HumanOral cavityOSCC2.45e-321.18e+000.3055
57106NAT14C43HumanOral cavityOSCC2.56e-325.49e-010.1704
57106NAT14C46HumanOral cavityOSCC4.49e-031.02e-010.1673
57106NAT14C51HumanOral cavityOSCC6.62e-042.66e-010.2674
57106NAT14C08HumanOral cavityOSCC1.85e-173.50e-010.1919
57106NAT14SYSMH3HumanOral cavityOSCC1.17e-142.88e-010.2442
57106NAT14SYSMH6HumanOral cavityOSCC2.09e-021.01e-010.1275
57106NAT14male-WTAHumanThyroidPTC8.48e-151.49e-010.1037
57106NAT14PTC01HumanThyroidPTC2.29e-071.76e-010.1899
57106NAT14PTC03HumanThyroidPTC3.58e-031.94e-010.1784
57106NAT14PTC04HumanThyroidPTC8.06e-071.42e-010.1927
57106NAT14PTC05HumanThyroidPTC2.50e-114.15e-010.2065
57106NAT14PTC06HumanThyroidPTC1.88e-245.89e-010.2057
57106NAT14PTC07HumanThyroidPTC5.20e-274.32e-010.2044
57106NAT14ATC09HumanThyroidATC2.94e-104.91e-010.2871
57106NAT14ATC11HumanThyroidATC4.77e-023.32e-010.3386
57106NAT14ATC12HumanThyroidATC9.43e-142.64e-010.34
57106NAT14ATC13HumanThyroidATC4.27e-317.60e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:00063522Oral cavityOSCCDNA-templated transcription, initiation74/7305130/187232.56e-052.39e-0474
GO:00063525ThyroidPTCDNA-templated transcription, initiation63/5968130/187235.72e-055.05e-0463
GO:000635213ThyroidATCDNA-templated transcription, initiation64/6293130/187231.60e-041.10e-0364
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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
NAT14SNVMissense_Mutationnovelc.193N>Cp.Ala65Prop.A65PQ8WUY8protein_codingdeleterious(0.01)probably_damaging(0.96)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
NAT14deletionFrame_Shift_Delc.49delNp.Leu18TrpfsTer6p.L18Wfs*6Q8WUY8protein_codingTCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NAT14SNVMissense_Mutationc.167G>Ap.Arg56Hisp.R56HQ8WUY8protein_codingtolerated(0.05)probably_damaging(0.971)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
NAT14SNVMissense_Mutationnovelc.4N>Cp.Ala2Prop.A2PQ8WUY8protein_codingtolerated_low_confidence(0.16)benign(0.003)TCGA-E6-A2P9-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NAT14SNVMissense_Mutationnovelc.358N>Tp.Gly120Trpp.G120WQ8WUY8protein_codingdeleterious(0.02)possibly_damaging(0.836)TCGA-55-8507-01Lunglung adenocarcinomaMale<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
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