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: NACA2

Gene summary for NACA2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NACA2

Gene ID

342538

Gene namenascent polypeptide associated complex subunit alpha 2
Gene AliasANAC
Cytomap17q23.2
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

Q9H009


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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
342538NACA2C30HumanOral cavityOSCC3.15e-251.08e+000.3055
342538NACA2C38HumanOral cavityOSCC1.81e-131.03e+000.172
342538NACA2C43HumanOral cavityOSCC3.40e-294.81e-010.1704
342538NACA2C46HumanOral cavityOSCC1.06e-307.63e-010.1673
342538NACA2C57HumanOral cavityOSCC6.01e-032.66e-010.1679
342538NACA2C08HumanOral cavityOSCC6.79e-092.38e-010.1919
342538NACA2C09HumanOral cavityOSCC5.68e-093.87e-010.1431
342538NACA2LN46HumanOral cavityOSCC4.50e-104.96e-010.1666
342538NACA2LP15HumanOral cavityLP2.59e-061.03e+000.2174
342538NACA2LP17HumanOral cavityLP4.63e-078.35e-010.2349
342538NACA2P1_S1_AKHumanSkinAK1.59e-02-1.91e-01-0.3399
342538NACA2P2_S3_AKHumanSkinAK4.94e-03-2.02e-01-0.3287
342538NACA2P3_S6_AKHumanSkinAK3.07e-05-2.01e-01-0.3256
342538NACA2P5_S10_cSCCHumanSkincSCC4.64e-07-2.08e-01-0.299
342538NACA2P1_cSCCHumanSkincSCC2.76e-208.44e-010.0292
342538NACA2P10_cSCCHumanSkincSCC5.46e-064.12e-010.1017
342538NACA2cSCC_p1HumanSkincSCC4.64e-07-2.06e-01-0.1916
342538NACA2cSCC_p10HumanSkincSCC9.96e-07-2.08e-01-0.2095
342538NACA2cSCC_p11HumanSkincSCC2.15e-08-2.04e-01-0.2102
342538NACA2cSCC_p3HumanSkincSCC9.96e-07-2.08e-01-0.2085
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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
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:000660520Oral cavityOSCCprotein targeting204/7305314/187236.78e-211.13e-18204
GO:009015018Oral cavityOSCCestablishment of protein localization to membrane163/7305260/187237.13e-154.47e-13163
GO:00066123Oral cavityOSCCprotein targeting to membrane75/7305131/187231.72e-051.69e-0475
GO:0006605110Oral cavityLPprotein targeting156/4623314/187235.43e-221.62e-19156
GO:009015019Oral cavityLPestablishment of protein localization to membrane128/4623260/187237.19e-181.19e-15128
GO:000661211Oral cavityLPprotein targeting to membrane60/4623131/187231.10e-073.59e-0660
GO:000660526SkinAKprotein targeting53/1910314/187231.67e-041.94e-0353
GO:009015023SkinAKestablishment of protein localization to membrane45/1910260/187232.84e-042.99e-0345
GO:000660527SkincSCCprotein targeting153/4864314/187232.62e-183.36e-16153
GO:009015024SkincSCCestablishment of protein localization to membrane123/4864260/187238.34e-145.18e-12123
GO:00066125SkincSCCprotein targeting to membrane54/4864131/187239.79e-059.11e-0454
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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
NACA2SNVMissense_Mutationc.381N>Tp.Lys127Asnp.K127NQ9H009protein_codingdeleterious(0.01)possibly_damaging(0.565)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NACA2SNVMissense_Mutationc.88N>Ap.Asp30Asnp.D30NQ9H009protein_codingtolerated(0.07)benign(0.015)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
NACA2deletionFrame_Shift_Delnovelc.221delAp.Lys74ArgfsTer48p.K74Rfs*48Q9H009protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
NACA2SNVMissense_Mutationrs764593531c.350N>Tp.Ser117Leup.S117LQ9H009protein_codingtolerated(0.06)benign(0.036)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
NACA2SNVMissense_Mutationc.211C>Tp.Arg71Trpp.R71WQ9H009protein_codingtolerated(0.08)benign(0.026)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
NACA2SNVMissense_Mutationnovelc.595N>Ap.Leu199Metp.L199MQ9H009protein_codingdeleterious(0)possibly_damaging(0.831)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NACA2SNVMissense_Mutationc.211C>Tp.Arg71Trpp.R71WQ9H009protein_codingtolerated(0.08)benign(0.026)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
NACA2SNVMissense_Mutationc.256N>Ap.Leu86Ilep.L86IQ9H009protein_codingdeleterious(0)benign(0.15)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NACA2SNVMissense_Mutationrs781705734c.626C>Tp.Ala209Valp.A209VQ9H009protein_codingdeleterious(0.02)probably_damaging(0.97)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NACA2SNVMissense_Mutationnovelc.50N>Tp.Pro17Leup.P17LQ9H009protein_codingtolerated(0.08)benign(0)TCGA-BG-A2L7-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
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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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