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: NAA25

Gene summary for NAA25

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAA25

Gene ID

80018

Gene nameN-alpha-acetyltransferase 25, NatB auxiliary subunit
Gene AliasC12orf30
Cytomap12q24.13
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q14CX7


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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
80018NAA25CCI_2HumanCervixCC1.20e-057.17e-010.5249
80018NAA25CCI_3HumanCervixCC4.10e-096.62e-010.516
80018NAA25HTA11_3410_2000001011HumanColorectumAD2.26e-04-3.66e-010.0155
80018NAA25HTA11_2487_2000001011HumanColorectumSER2.27e-05-4.59e-01-0.1808
80018NAA25HTA11_3361_2000001011HumanColorectumAD4.01e-04-4.76e-01-0.1207
80018NAA25HTA11_866_2000001011HumanColorectumAD3.26e-02-3.06e-01-0.1001
80018NAA25HTA11_866_3004761011HumanColorectumAD1.52e-06-4.38e-010.096
80018NAA25HTA11_99999974143_84620HumanColorectumMSS8.26e-05-3.17e-010.3005
80018NAA25F007HumanColorectumFAP1.49e-02-2.57e-010.1176
80018NAA25A015-C-203HumanColorectumFAP5.60e-25-2.98e-01-0.1294
80018NAA25A015-C-204HumanColorectumFAP4.74e-06-2.38e-01-0.0228
80018NAA25A014-C-040HumanColorectumFAP3.81e-05-5.37e-01-0.1184
80018NAA25A002-C-201HumanColorectumFAP2.31e-14-3.25e-010.0324
80018NAA25A002-C-203HumanColorectumFAP5.12e-05-1.30e-010.2786
80018NAA25A001-C-119HumanColorectumFAP3.31e-06-2.58e-01-0.1557
80018NAA25A001-C-108HumanColorectumFAP2.88e-16-2.52e-01-0.0272
80018NAA25A002-C-205HumanColorectumFAP2.18e-19-3.96e-01-0.1236
80018NAA25A015-C-005HumanColorectumFAP2.97e-03-1.65e-01-0.0336
80018NAA25A015-C-006HumanColorectumFAP6.27e-12-1.98e-01-0.0994
80018NAA25A015-C-106HumanColorectumFAP1.76e-08-1.49e-01-0.0511
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
∗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:00516048CervixCCprotein maturation56/2311294/187235.90e-045.59e-0356
GO:0051604ColorectumADprotein maturation85/3918294/187236.73e-046.91e-0385
GO:00516041ColorectumSERprotein maturation73/2897294/187231.82e-055.38e-0473
GO:00516042ColorectumMSSprotein maturation75/3467294/187231.70e-031.53e-0275
GO:00516044ColorectumCRCprotein maturation47/2078294/187236.52e-034.70e-0247
GO:004354313EsophagusESCCprotein acylation165/8552243/187231.69e-127.14e-11165
GO:000647313EsophagusESCCprotein acetylation140/8552201/187234.37e-121.69e-10140
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:00182061EsophagusESCCpeptidyl-methionine modification12/855213/187236.18e-043.32e-0312
GO:0031365EsophagusESCCN-terminal protein amino acid modification21/855230/187236.17e-032.27e-0221
GO:0006474EsophagusESCCN-terminal protein amino acid acetylation13/855217/187231.00e-023.42e-0213
GO:0043543LiverNAFLDprotein acylation43/1882243/187231.70e-043.07e-0343
GO:0006473LiverNAFLDprotein acetylation37/1882201/187232.10e-043.61e-0337
GO:00064732LiverHCCprotein acetylation135/7958201/187231.20e-125.92e-11135
GO:00435432LiverHCCprotein acylation157/7958243/187232.40e-121.12e-10157
GO:005160412LiverHCCprotein maturation171/7958294/187233.80e-088.30e-07171
GO:0018206LiverHCCpeptidyl-methionine modification10/795813/187231.28e-024.61e-0210
GO:00435434Oral cavityOSCCprotein acylation149/7305243/187231.33e-125.80e-11149
GO:005160410Oral cavityOSCCprotein maturation170/7305294/187233.97e-111.28e-09170
GO:00064734Oral cavityOSCCprotein acetylation124/7305201/187235.59e-111.74e-09124
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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
NAA25SNVMissense_Mutationnovelc.284N>Tp.Pro95Leup.P95LQ14CX7protein_codingtolerated(0.1)benign(0.122)TCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
NAA25SNVMissense_Mutationnovelc.284N>Tp.Pro95Leup.P95LQ14CX7protein_codingtolerated(0.1)benign(0.122)TCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NAA25SNVMissense_Mutationc.2093G>Ap.Ser698Asnp.S698NQ14CX7protein_codingdeleterious(0.01)benign(0.273)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NAA25SNVMissense_Mutationc.1545C>Gp.Ile515Metp.I515MQ14CX7protein_codingtolerated(0.11)possibly_damaging(0.541)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
NAA25SNVMissense_Mutationc.532N>Ap.Glu178Lysp.E178KQ14CX7protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
NAA25SNVMissense_Mutationnovelc.208N>Ap.Glu70Lysp.E70KQ14CX7protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-E9-A226-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenPD
NAA25SNVMissense_Mutationc.1735G>Cp.Glu579Glnp.E579QQ14CX7protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NAA25SNVMissense_Mutationc.1655N>Tp.Ser552Phep.S552FQ14CX7protein_codingtolerated(0.06)possibly_damaging(0.678)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NAA25SNVMissense_Mutationc.755N>Tp.Ser252Phep.S252FQ14CX7protein_codingtolerated(0.75)benign(0.08)TCGA-Q1-A5R2-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
NAA25SNVMissense_Mutationnovelc.2041G>Cp.Glu681Glnp.E681QQ14CX7protein_codingtolerated(0.33)possibly_damaging(0.715)TCGA-VS-A94X-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
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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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