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: NAA35

Gene summary for NAA35

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAA35

Gene ID

60560

Gene nameN-alpha-acetyltransferase 35, NatC auxiliary subunit
Gene AliasEGAP
Cytomap9q21.33
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A8K874


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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
60560NAA35CA_HPV_1HumanCervixCC2.30e-02-1.29e-010.0264
60560NAA35CCI_2HumanCervixCC3.82e-131.14e+000.5249
60560NAA35CCI_3HumanCervixCC1.43e-117.46e-010.516
60560NAA35LZE4THumanEsophagusESCC5.77e-111.66e-010.0811
60560NAA35LZE8THumanEsophagusESCC1.38e-049.60e-020.067
60560NAA35LZE22THumanEsophagusESCC8.12e-052.31e-010.068
60560NAA35LZE24THumanEsophagusESCC2.82e-141.87e-010.0596
60560NAA35P2T-EHumanEsophagusESCC1.14e-263.68e-010.1177
60560NAA35P4T-EHumanEsophagusESCC4.22e-069.19e-020.1323
60560NAA35P5T-EHumanEsophagusESCC1.52e-052.55e-020.1327
60560NAA35P8T-EHumanEsophagusESCC4.50e-068.54e-020.0889
60560NAA35P9T-EHumanEsophagusESCC4.03e-061.67e-010.1131
60560NAA35P10T-EHumanEsophagusESCC1.02e-132.16e-010.116
60560NAA35P11T-EHumanEsophagusESCC5.12e-082.17e-010.1426
60560NAA35P12T-EHumanEsophagusESCC1.27e-121.71e-010.1122
60560NAA35P15T-EHumanEsophagusESCC2.16e-121.48e-010.1149
60560NAA35P16T-EHumanEsophagusESCC2.48e-081.57e-010.1153
60560NAA35P17T-EHumanEsophagusESCC5.80e-038.58e-020.1278
60560NAA35P19T-EHumanEsophagusESCC4.02e-021.78e-010.1662
60560NAA35P20T-EHumanEsophagusESCC1.59e-081.34e-010.1124
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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
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
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:0033002CervixCCmuscle cell proliferation49/2311248/187235.43e-045.24e-0349
GO:00516048CervixCCprotein maturation56/2311294/187235.90e-045.59e-0356
GO:00486593CervixCCsmooth muscle cell proliferation36/2311184/187233.27e-032.13e-0236
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:00486597EsophagusESCCsmooth muscle cell proliferation103/8552184/187233.08e-031.28e-02103
GO:00330025EsophagusESCCmuscle cell proliferation134/8552248/187234.80e-031.86e-02134
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: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
GO:00486596Oral cavityOSCCsmooth muscle cell proliferation89/7305184/187235.95e-032.27e-0289
GO:00330024Oral cavityOSCCmuscle cell proliferation115/7305248/187231.05e-023.58e-02115
GO:003300212Oral cavityEOLPmuscle cell proliferation56/2218248/187231.25e-063.00e-0556
GO:004865915Oral cavityEOLPsmooth muscle cell proliferation44/2218184/187233.47e-067.48e-0544
GO:004354321Oral cavityEOLPprotein acylation51/2218243/187233.11e-054.41e-0451
GO:000647321Oral cavityEOLPprotein acetylation44/2218201/187233.69e-055.12e-0444
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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
NAA35SNVMissense_Mutationnovelc.1520N>Ap.Gly507Aspp.G507DQ5VZE5protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NAA35SNVMissense_Mutationc.1795N>Tp.Asp599Tyrp.D599YQ5VZE5protein_codingdeleterious(0)possibly_damaging(0.907)TCGA-E9-A22E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphaneSD
NAA35SNVMissense_Mutationc.1951N>Gp.Gln651Glup.Q651EQ5VZE5protein_codingtolerated(1)benign(0.001)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NAA35SNVMissense_Mutationc.1307N>Gp.Ile436Serp.I436SQ5VZE5protein_codingdeleterious(0.01)possibly_damaging(0.68)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
NAA35SNVMissense_Mutationrs138043991c.1288N>Tp.Arg430Trpp.R430WQ5VZE5protein_codingdeleterious(0)probably_damaging(0.948)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NAA35SNVMissense_Mutationc.250N>Ap.Leu84Ilep.L84IQ5VZE5protein_codingtolerated(0.17)benign(0.406)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NAA35SNVMissense_Mutationrs776821188c.1889C>Tp.Pro630Leup.P630LQ5VZE5protein_codingdeleterious(0)benign(0.301)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NAA35SNVMissense_Mutationc.242G>Ap.Arg81Glnp.R81QQ5VZE5protein_codingtolerated(0.1)benign(0.152)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
NAA35SNVMissense_Mutationc.1709N>Ap.Arg570Hisp.R570HQ5VZE5protein_codingtolerated(0.08)benign(0.125)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
NAA35SNVMissense_Mutationc.434C>Tp.Ala145Valp.A145VQ5VZE5protein_codingtolerated(1)benign(0.023)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
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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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