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: NOC2L

Gene summary for NOC2L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NOC2L

Gene ID

26155

Gene nameNOC2 like nucleolar associated transcriptional repressor
Gene AliasNET15
Cytomap1p36.33
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9Y3T9


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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
26155NOC2LLZE2THumanEsophagusESCC2.84e-035.15e-010.082
26155NOC2LLZE4THumanEsophagusESCC2.36e-173.69e-010.0811
26155NOC2LLZE7THumanEsophagusESCC3.51e-127.08e-010.0667
26155NOC2LLZE8THumanEsophagusESCC1.18e-043.15e-010.067
26155NOC2LLZE20THumanEsophagusESCC1.25e-072.62e-010.0662
26155NOC2LLZE22THumanEsophagusESCC1.18e-075.58e-010.068
26155NOC2LLZE24THumanEsophagusESCC1.38e-216.60e-010.0596
26155NOC2LP1T-EHumanEsophagusESCC5.85e-136.13e-010.0875
26155NOC2LP2T-EHumanEsophagusESCC5.52e-397.13e-010.1177
26155NOC2LP4T-EHumanEsophagusESCC1.14e-391.09e+000.1323
26155NOC2LP5T-EHumanEsophagusESCC2.65e-397.28e-010.1327
26155NOC2LP8T-EHumanEsophagusESCC7.74e-478.52e-010.0889
26155NOC2LP9T-EHumanEsophagusESCC9.52e-113.36e-010.1131
26155NOC2LP10T-EHumanEsophagusESCC5.00e-589.58e-010.116
26155NOC2LP11T-EHumanEsophagusESCC4.68e-096.50e-010.1426
26155NOC2LP12T-EHumanEsophagusESCC2.40e-275.49e-010.1122
26155NOC2LP15T-EHumanEsophagusESCC1.12e-348.76e-010.1149
26155NOC2LP16T-EHumanEsophagusESCC6.32e-405.68e-010.1153
26155NOC2LP17T-EHumanEsophagusESCC1.25e-138.99e-010.1278
26155NOC2LP19T-EHumanEsophagusESCC2.35e-088.63e-010.1662
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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
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:002261329SkincSCCribonucleoprotein complex biogenesis302/4864463/187235.13e-723.22e-68302
GO:004225428SkincSCCribosome biogenesis206/4864299/187233.33e-551.04e-51206
GO:009719329SkincSCCintrinsic apoptotic signaling pathway150/4864288/187231.76e-213.34e-19150
GO:004227328SkincSCCribosomal large subunit biogenesis57/486472/187234.90e-218.53e-1957
GO:200123329SkincSCCregulation of apoptotic signaling pathway173/4864356/187232.25e-203.44e-18173
GO:200124229SkincSCCregulation of intrinsic apoptotic signaling pathway96/4864164/187239.88e-191.32e-1696
GO:200123429SkincSCCnegative regulation of apoptotic signaling pathway101/4864224/187234.17e-101.70e-08101
GO:001657024SkincSCChistone modification179/4864463/187239.65e-103.74e-08179
GO:007147824SkincSCCcellular response to radiation86/4864186/187231.81e-096.67e-0886
GO:007121425SkincSCCcellular response to abiotic stimulus135/4864331/187232.26e-098.11e-08135
GO:010400425SkincSCCcellular response to environmental stimulus135/4864331/187232.26e-098.11e-08135
GO:200124327SkincSCCnegative regulation of intrinsic apoptotic signaling pathway53/486498/187232.91e-091.02e-0753
GO:000941114SkincSCCresponse to UV68/4864149/187231.62e-073.62e-0668
GO:003464414SkincSCCcellular response to UV46/486490/187232.95e-076.01e-0646
GO:003105615SkincSCCregulation of histone modification68/4864152/187234.07e-077.93e-0668
GO:000931424SkincSCCresponse to radiation166/4864456/187234.37e-078.41e-06166
GO:000647314SkincSCCprotein acetylation84/4864201/187236.94e-071.29e-0584
GO:001839414SkincSCCpeptidyl-lysine acetylation72/4864169/187231.81e-063.02e-0572
GO:001820515SkincSCCpeptidyl-lysine modification137/4864376/187234.09e-066.09e-05137
GO:000632519SkincSCCchromatin organization147/4864409/187234.41e-066.52e-05147
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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
NOC2LSNVMissense_Mutationc.576N>Tp.Glu192Aspp.E192DQ9Y3T9protein_codingtolerated(0.37)benign(0.015)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NOC2LSNVMissense_Mutationrs144525853c.469T>Cp.Trp157Argp.W157RQ9Y3T9protein_codingdeleterious(0)probably_damaging(0.99)TCGA-GM-A2DM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
NOC2LSNVMissense_Mutationc.468A>Tp.Arg156Serp.R156SQ9Y3T9protein_codingtolerated(0.16)benign(0.079)TCGA-GM-A2DM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
NOC2LinsertionNonsense_Mutationnovelc.52_53insTATGTTGGTGAGTTGTGCAAAAATp.Glu18delinsValCysTrpTerValValGlnLysTerp.E18delinsVCW*VVQK*Q9Y3T9protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
NOC2LinsertionFrame_Shift_Insnovelc.535_536insGACACTTTp.Ala179GlyfsTer110p.A179Gfs*110Q9Y3T9protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
NOC2LdeletionFrame_Shift_Delnovelc.1438delCp.Leu480TrpfsTer16p.L480Wfs*16Q9Y3T9protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
NOC2LSNVMissense_Mutationrs777608108c.1556G>Ap.Arg519Glnp.R519QQ9Y3T9protein_codingdeleterious(0.02)benign(0.058)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NOC2LSNVMissense_Mutationnovelc.133N>Cp.Glu45Glnp.E45QQ9Y3T9protein_codingtolerated(0.53)benign(0.225)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NOC2LSNVMissense_Mutationrs112703241c.1378N>Tp.Arg460Cysp.R460CQ9Y3T9protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NOC2LSNVMissense_Mutationrs773184606c.326N>Tp.Pro109Leup.P109LQ9Y3T9protein_codingtolerated(0.22)benign(0.031)TCGA-AY-4071-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
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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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