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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: NOL7

Gene summary for NOL7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NOL7

Gene ID

51406

Gene namenucleolar protein 7
Gene AliasC6orf90
Cytomap6p23
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A0A024QZW2


Top

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
51406NOL7HTA11_1938_2000001011HumanColorectumAD1.49e-053.07e-01-0.0811
51406NOL7HTA11_78_2000001011HumanColorectumAD1.13e-032.65e-01-0.1088
51406NOL7HTA11_347_2000001011HumanColorectumAD7.67e-204.41e-01-0.1954
51406NOL7HTA11_83_2000001011HumanColorectumSER1.58e-032.48e-01-0.1526
51406NOL7HTA11_696_2000001011HumanColorectumAD1.61e-022.09e-01-0.1464
51406NOL7HTA11_866_2000001011HumanColorectumAD6.47e-052.00e-01-0.1001
51406NOL7HTA11_1391_2000001011HumanColorectumAD4.18e-134.09e-01-0.059
51406NOL7HTA11_2992_2000001011HumanColorectumSER3.54e-023.26e-01-0.1706
51406NOL7HTA11_5212_2000001011HumanColorectumAD6.46e-043.47e-01-0.2061
51406NOL7HTA11_5216_2000001011HumanColorectumSER3.12e-023.41e-01-0.1462
51406NOL7HTA11_866_3004761011HumanColorectumAD2.34e-133.31e-010.096
51406NOL7HTA11_6801_2000001011HumanColorectumSER2.21e-054.48e-010.0171
51406NOL7HTA11_7696_3000711011HumanColorectumAD5.37e-031.84e-010.0674
51406NOL7HTA11_6818_2000001021HumanColorectumAD1.32e-022.37e-010.0588
51406NOL7HTA11_99999970781_79442HumanColorectumMSS7.32e-113.45e-010.294
51406NOL7HTA11_99999965062_69753HumanColorectumMSI-H1.88e-026.91e-010.3487
51406NOL7HTA11_99999965104_69814HumanColorectumMSS7.82e-073.91e-010.281
51406NOL7HTA11_99999971662_82457HumanColorectumMSS5.81e-134.44e-010.3859
51406NOL7HTA11_99999973899_84307HumanColorectumMSS3.38e-073.12e-010.2585
51406NOL7HTA11_99999974143_84620HumanColorectumMSS3.94e-042.22e-010.3005
Page: 1 2 3 4 5 6 7 8 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
NOL7deletionFrame_Shift_Delrs776624076c.707delNp.Lys238AsnfsTer16p.K238Nfs*16Q9UMY1protein_codingTCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NOL7SNVMissense_Mutationrs201177610c.9N>Tp.Gln3Hisp.Q3HQ9UMY1protein_codingdeleterious_low_confidence(0.01)benign(0.205)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
NOL7insertionFrame_Shift_Insrs544905440c.706_707insAp.Gln239ThrfsTer7p.Q239Tfs*7Q9UMY1protein_codingTCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
NOL7deletionFrame_Shift_Delc.716delNp.Asn240MetfsTer14p.N240Mfs*14Q9UMY1protein_codingTCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NOL7deletionFrame_Shift_Delrs776624076c.707delNp.Lys238AsnfsTer16p.K238Nfs*16Q9UMY1protein_codingTCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
NOL7insertionFrame_Shift_Insrs544905440c.706_707insAp.Gln239ThrfsTer7p.Q239Tfs*7Q9UMY1protein_codingTCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
NOL7insertionFrame_Shift_Insrs544905440c.706_707insAp.Gln239ThrfsTer7p.Q239Tfs*7Q9UMY1protein_codingTCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NOL7SNVMissense_Mutationnovelc.340C>Ap.Leu114Ilep.L114IQ9UMY1protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
NOL7SNVMissense_Mutationc.483N>Cp.Gln161Hisp.Q161HQ9UMY1protein_codingdeleterious(0.01)benign(0.248)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NOL7SNVMissense_Mutationnovelc.565N>Ap.Ala189Thrp.A189TQ9UMY1protein_codingtolerated(0.13)benign(0.241)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
Page: 1 2 3 

Top

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
Page: 1