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: NOP58

Gene summary for NOP58

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NOP58

Gene ID

51602

Gene nameNOP58 ribonucleoprotein
Gene AliasHSPC120
Cytomap2q33.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9Y2X3


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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
51602NOP58LZE2DHumanEsophagusHGIN2.33e-04-2.45e-010.0642
51602NOP58LZE3DHumanEsophagusHGIN1.16e-055.41e-020.0668
51602NOP58LZE4THumanEsophagusESCC1.22e-055.69e-010.0811
51602NOP58LZE7THumanEsophagusESCC1.47e-056.51e-010.0667
51602NOP58LZE8THumanEsophagusESCC1.40e-05-1.90e-010.067
51602NOP58LZE21D1HumanEsophagusHGIN1.00e-04-2.94e-010.0632
51602NOP58LZE22D1HumanEsophagusHGIN1.59e-09-3.32e-010.0595
51602NOP58LZE22THumanEsophagusESCC5.72e-072.88e-010.068
51602NOP58LZE24THumanEsophagusESCC4.95e-042.53e-010.0596
51602NOP58LZE22D3HumanEsophagusHGIN4.94e-02-2.61e-010.0653
51602NOP58LZE6THumanEsophagusESCC2.15e-05-3.29e-020.0845
51602NOP58P1T-EHumanEsophagusESCC8.57e-055.70e-010.0875
51602NOP58P2T-EHumanEsophagusESCC7.17e-308.11e-010.1177
51602NOP58P4T-EHumanEsophagusESCC7.78e-401.60e+000.1323
51602NOP58P5T-EHumanEsophagusESCC1.50e-481.35e+000.1327
51602NOP58P8T-EHumanEsophagusESCC4.18e-143.72e-010.0889
51602NOP58P9T-EHumanEsophagusESCC4.03e-115.65e-010.1131
51602NOP58P10T-EHumanEsophagusESCC1.30e-255.98e-010.116
51602NOP58P11T-EHumanEsophagusESCC1.55e-101.01e+000.1426
51602NOP58P12T-EHumanEsophagusESCC1.61e-451.20e+000.1122
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:002261327EsophagusHGINribonucleoprotein complex biogenesis158/2587463/187232.61e-295.23e-26158
GO:004225426EsophagusHGINribosome biogenesis101/2587299/187238.74e-194.03e-16101
GO:000640320EsophagusHGINRNA localization66/2587201/187234.06e-125.41e-1066
GO:001607219EsophagusHGINrRNA metabolic process72/2587236/187232.26e-112.56e-0972
GO:000636419EsophagusHGINrRNA processing69/2587225/187234.53e-115.04e-0969
GO:003447010EsophagusHGINncRNA processing97/2587395/187235.92e-093.90e-0797
GO:00346606EsophagusHGINncRNA metabolic process104/2587485/187232.26e-068.23e-05104
GO:0022613111EsophagusESCCribonucleoprotein complex biogenesis365/8552463/187231.74e-491.11e-45365
GO:0042254111EsophagusESCCribosome biogenesis252/8552299/187233.27e-441.04e-40252
GO:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:0016072110EsophagusESCCrRNA metabolic process197/8552236/187231.31e-331.18e-30197
GO:0006364110EsophagusESCCrRNA processing189/8552225/187234.88e-333.87e-30189
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:0006403110EsophagusESCCRNA localization166/8552201/187231.95e-276.18e-25166
GO:00226137LiverNAFLDribonucleoprotein complex biogenesis76/1882463/187231.19e-053.67e-0476
GO:00422547LiverNAFLDribosome biogenesis52/1882299/187236.03e-051.32e-0352
GO:00344704LiverNAFLDncRNA processing57/1882395/187233.34e-032.93e-0257
GO:00064037LiverNAFLDRNA localization32/1882201/187235.96e-034.48e-0232
GO:00063644LiverNAFLDrRNA processing35/1882225/187236.04e-034.54e-0235
GO:002261312LiverCirrhoticribonucleoprotein complex biogenesis231/4634463/187233.28e-326.86e-29231
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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
NOP58SNVMissense_Mutationnovelc.1187N>Cp.Arg396Thrp.R396TQ9Y2X3protein_codingdeleterious(0)benign(0.439)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
NOP58SNVMissense_Mutationc.67N>Gp.Gln23Glup.Q23EQ9Y2X3protein_codingtolerated(0.63)benign(0.017)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
NOP58SNVMissense_Mutationc.348N>Ap.Met116Ilep.M116IQ9Y2X3protein_codingdeleterious(0.03)benign(0.007)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NOP58insertionFrame_Shift_Insnovelc.1320_1321insAp.Arg443ThrfsTer8p.R443Tfs*8Q9Y2X3protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NOP58SNVMissense_Mutationc.919N>Cp.Asn307Hisp.N307HQ9Y2X3protein_codingdeleterious(0)probably_damaging(0.992)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NOP58SNVMissense_Mutationc.1100N>Gp.Val367Glyp.V367GQ9Y2X3protein_codingdeleterious(0)benign(0.102)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
NOP58SNVMissense_Mutationc.563N>Ap.Gly188Aspp.G188DQ9Y2X3protein_codingdeleterious(0.01)probably_damaging(0.963)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
NOP58SNVMissense_Mutationc.1079G>Ap.Arg360Glnp.R360QQ9Y2X3protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
NOP58SNVMissense_Mutationrs755969953c.359N>Ap.Arg120Hisp.R120HQ9Y2X3protein_codingdeleterious(0)probably_damaging(0.993)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
NOP58SNVMissense_Mutationc.1531N>Ap.Ala511Thrp.A511TQ9Y2X3protein_codingtolerated(0.4)benign(0)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<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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