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: NKG7

Gene summary for NKG7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NKG7

Gene ID

4818

Gene namenatural killer cell granule protein 7
Gene AliasGIG1
Cytomap19q13.41
Gene Typeprotein-coding
GO ID

GO:0000323

UniProtAcc

Q16617


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
4818NKG7LZE4THumanEsophagusESCC3.02e-048.21e-010.0811
4818NKG7LZE6THumanEsophagusESCC1.01e-182.02e+000.0845
4818NKG7S43HumanLiverCirrhotic2.72e-16-4.93e-01-0.0187
4818NKG7HCC1_MengHumanLiverHCC1.24e-13-4.84e-010.0246
4818NKG7HCC2_MengHumanLiverHCC5.48e-10-4.64e-010.0107
4818NKG7cirrhotic1HumanLiverCirrhotic3.83e-09-2.81e-010.0202
4818NKG7cirrhotic2HumanLiverCirrhotic1.39e-312.07e-010.0201
4818NKG7cirrhotic3HumanLiverCirrhotic1.54e-05-3.66e-010.0215
4818NKG7HCC1HumanLiverHCC6.03e-03-5.06e-010.5336
4818NKG7Pt13.aHumanLiverHCC8.33e-04-3.54e-010.021
4818NKG7Pt13.bHumanLiverHCC1.61e-09-4.80e-010.0251
4818NKG7Pt13.cHumanLiverHCC1.69e-03-4.27e-010.0076
4818NKG7Pt14.dHumanLiverHCC3.28e-05-3.73e-010.0143
4818NKG7S015HumanLiverHCC2.72e-04-4.74e-010.2375
4818NKG7S016HumanLiverHCC5.44e-08-4.49e-010.2243
4818NKG7S028HumanLiverHCC7.31e-06-4.87e-010.2503
4818NKG7S029HumanLiverHCC3.00e-02-3.89e-010.2581
4818NKG7C21HumanOral cavityOSCC3.44e-391.45e+000.2678
4818NKG7C30HumanOral cavityOSCC1.37e-095.15e-010.3055
4818NKG7C38HumanOral cavityOSCC5.68e-142.34e+000.172
Page: 1 2 

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
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
NKG7SNVMissense_Mutationnovelc.399C>Gp.Phe133Leup.F133LQ16617protein_codingdeleterious(0)probably_damaging(0.998)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NKG7SNVMissense_Mutationrs146383130c.346N>Tp.Arg116Trpp.R116WQ16617protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NKG7SNVMissense_Mutationnovelc.411G>Tp.Trp137Cysp.W137CQ16617protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A004-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NKG7deletionFrame_Shift_Delrs765087839c.260delNp.Pro87GlnfsTer63p.P87Qfs*63Q16617protein_codingTCGA-AG-3878-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
NKG7SNVMissense_Mutationnovelc.232C>Ap.Leu78Metp.L78MQ16617protein_codingtolerated(0.23)benign(0.377)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
NKG7SNVMissense_Mutationc.299N>Tp.Ala100Valp.A100VQ16617protein_codingtolerated(0.21)benign(0.077)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NKG7SNVMissense_Mutationrs532047087c.289G>Ap.Ala97Thrp.A97TQ16617protein_codingtolerated(1)benign(0)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
NKG7SNVMissense_Mutationc.43N>Tp.Gly15Cysp.G15CQ16617protein_codingdeleterious(0)probably_damaging(0.986)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
NKG7SNVMissense_Mutationnovelc.328G>Ap.Ala110Thrp.A110TQ16617protein_codingtolerated(0.26)benign(0.031)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NKG7SNVMissense_Mutationrs760395622c.476N>Ap.Arg159Hisp.R159HQ16617protein_codingdeleterious(0.02)benign(0.358)TCGA-EC-A1QX-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycyclophosphamidePD
Page: 1 2 

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