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: NOL11

Gene summary for NOL11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NOL11

Gene ID

25926

Gene namenucleolar protein 11
Gene AliasNOL11
Cytomap17q24.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9H8H0


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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
25926NOL11LZE4THumanEsophagusESCC1.88e-043.40e-010.0811
25926NOL11LZE7THumanEsophagusESCC1.81e-075.04e-010.0667
25926NOL11LZE20THumanEsophagusESCC1.03e-071.29e-010.0662
25926NOL11LZE22THumanEsophagusESCC2.12e-033.48e-010.068
25926NOL11LZE24THumanEsophagusESCC2.13e-133.31e-010.0596
25926NOL11LZE21THumanEsophagusESCC2.02e-022.66e-010.0655
25926NOL11LZE6THumanEsophagusESCC3.88e-041.54e-010.0845
25926NOL11P1T-EHumanEsophagusESCC4.22e-033.05e-010.0875
25926NOL11P2T-EHumanEsophagusESCC3.90e-275.55e-010.1177
25926NOL11P4T-EHumanEsophagusESCC3.37e-123.71e-010.1323
25926NOL11P5T-EHumanEsophagusESCC1.72e-266.91e-010.1327
25926NOL11P8T-EHumanEsophagusESCC8.68e-203.88e-010.0889
25926NOL11P9T-EHumanEsophagusESCC7.65e-112.54e-010.1131
25926NOL11P10T-EHumanEsophagusESCC9.19e-284.52e-010.116
25926NOL11P11T-EHumanEsophagusESCC3.00e-148.41e-010.1426
25926NOL11P12T-EHumanEsophagusESCC4.48e-356.14e-010.1122
25926NOL11P15T-EHumanEsophagusESCC2.20e-195.36e-010.1149
25926NOL11P16T-EHumanEsophagusESCC5.25e-335.13e-010.1153
25926NOL11P17T-EHumanEsophagusESCC2.34e-092.59e-010.1278
25926NOL11P20T-EHumanEsophagusESCC8.95e-164.66e-010.1124
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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
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: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:0042274111EsophagusESCCribosomal small subunit biogenesis67/855273/187236.62e-175.38e-1567
GO:00304904EsophagusESCCmaturation of SSU-rRNA45/855250/187235.07e-111.63e-0945
GO:00987812EsophagusESCCncRNA transcription45/855256/187231.05e-071.72e-0645
GO:00063602EsophagusESCCtranscription by RNA polymerase I42/855255/187233.41e-063.78e-0542
GO:00093032EsophagusESCCrRNA transcription28/855234/187231.21e-051.12e-0428
GO:00063564EsophagusESCCregulation of transcription by RNA polymerase I27/855234/187236.01e-054.62e-0427
GO:00459432EsophagusESCCpositive regulation of transcription by RNA polymerase I19/855223/187233.12e-041.85e-0319
GO:00427902EsophagusESCCnucleolar large rRNA transcription by RNA polymerase I15/855218/187231.20e-035.88e-0315
GO:19018381EsophagusESCCpositive regulation of transcription of nucleolar large rRNA by RNA polymerase I9/855210/187235.09e-031.92e-029
GO:19018361EsophagusESCCregulation of transcription of nucleolar large rRNA by RNA polymerase I12/855215/187237.31e-032.63e-0212
GO:002261322LiverHCCribonucleoprotein complex biogenesis355/7958463/187237.76e-524.92e-48355
GO:004225422LiverHCCribosome biogenesis246/7958299/187234.99e-461.58e-42246
GO:00344702LiverHCCncRNA processing293/7958395/187234.26e-386.76e-35293
GO:001607212LiverHCCrRNA metabolic process193/7958236/187231.26e-351.14e-32193
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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
NOL11SNVMissense_Mutationc.1687N>Ap.Glu563Lysp.E563KQ9H8H0protein_codingtolerated(0.57)benign(0)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
NOL11SNVMissense_Mutationnovelc.1337N>Gp.Ala446Glyp.A446GQ9H8H0protein_codingdeleterious(0.04)benign(0.188)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
NOL11SNVMissense_Mutationc.19N>Cp.Glu7Glnp.E7QQ9H8H0protein_codingtolerated(0.25)benign(0.188)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
NOL11SNVMissense_Mutationnovelc.1646G>Tp.Gly549Valp.G549VQ9H8H0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A8OR-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NOL11SNVMissense_Mutationc.1524N>Gp.Phe508Leup.F508LQ9H8H0protein_codingdeleterious(0.01)benign(0.026)TCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
NOL11SNVMissense_Mutationnovelc.769G>Ap.Gly257Serp.G257SQ9H8H0protein_codingdeleterious(0.03)possibly_damaging(0.554)TCGA-C8-A1HE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NOL11deletionFrame_Shift_Delnovelc.725delAp.Asn242IlefsTer4p.N242Ifs*4Q9H8H0protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
NOL11SNVMissense_Mutationrs755793736c.785N>Cp.Gly262Alap.G262AQ9H8H0protein_codingtolerated(0.35)possibly_damaging(0.48)TCGA-C5-A8XH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NOL11SNVMissense_Mutationc.451G>Ap.Glu151Lysp.E151KQ9H8H0protein_codingdeleterious(0)probably_damaging(0.996)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NOL11SNVMissense_Mutationnovelc.1176G>Tp.Gln392Hisp.Q392HQ9H8H0protein_codingdeleterious(0.03)benign(0.003)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<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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