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: NRK

Gene summary for NRK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NRK

Gene ID

203447

Gene nameNik related kinase
Gene AliasNESK
CytomapXq22.3
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q7Z2Y5


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
203447NRKATC13HumanThyroidATC1.61e-397.98e-010.34
203447NRKATC5HumanThyroidATC1.13e-418.40e-010.34
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
GO:003009912LiverCirrhoticmyeloid cell differentiation135/4634381/187231.69e-063.22e-05135
GO:003009922LiverHCCmyeloid cell differentiation200/7958381/187234.64e-054.49e-04200
GO:003009928SkinAKmyeloid cell differentiation72/1910381/187231.76e-077.28e-0672
GO:0030099112SkinSCCISmyeloid cell differentiation41/919381/187232.11e-061.09e-0441
GO:003009929SkincSCCmyeloid cell differentiation146/4864381/187236.38e-081.61e-06146
GO:0031532111ThyroidATCactin cytoskeleton reorganization62/6293107/187232.01e-073.17e-0662
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
NRKSNVMissense_Mutationnovelc.4473N>Cp.Lys1491Asnp.K1491NQ7Z2Y5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
NRKSNVMissense_Mutationc.3950T>Ap.Phe1317Tyrp.F1317YQ7Z2Y5protein_codingtolerated(0.64)benign(0.429)TCGA-A2-A04R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
NRKSNVMissense_Mutationnovelc.3951C>Ap.Phe1317Leup.F1317LQ7Z2Y5protein_codingdeleterious(0)possibly_damaging(0.892)TCGA-A2-A04R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
NRKSNVMissense_Mutationrs41300163c.3281C>Ap.Pro1094Hisp.P1094HQ7Z2Y5protein_codingtolerated(0.2)benign(0)TCGA-A2-A0YF-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificArimidexSD
NRKSNVMissense_Mutationrs775671567c.365N>Ap.Arg122Glnp.R122QQ7Z2Y5protein_codingtolerated(0.14)benign(0.035)TCGA-A2-A1FX-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
NRKSNVMissense_Mutationc.3280N>Ap.Pro1094Thrp.P1094TQ7Z2Y5protein_codingdeleterious(0.02)benign(0.003)TCGA-A2-A25B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxoterePD
NRKSNVMissense_Mutationnovelc.3509G>Tp.Gly1170Valp.G1170VQ7Z2Y5protein_codingdeleterious(0)possibly_damaging(0.799)TCGA-A7-A4SC-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
NRKSNVMissense_Mutationc.517G>Ap.Val173Ilep.V173IQ7Z2Y5protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
NRKSNVMissense_Mutationc.3437A>Gp.Asn1146Serp.N1146SQ7Z2Y5protein_codingtolerated(1)benign(0)TCGA-AO-A12H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
NRKSNVMissense_Mutationnovelc.2126C>Tp.Ser709Leup.S709LQ7Z2Y5protein_codingtolerated_low_confidence(0.23)benign(0.001)TCGA-B6-A2IU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 

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