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: LY6K

Gene summary for LY6K

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LY6K

Gene ID

54742

Gene namelymphocyte antigen 6 family member K
Gene AliasCT97
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q17RY6


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
54742LY6KGSM4909281HumanBreastIDC7.57e-175.60e-010.21
54742LY6KGSM4909282HumanBreastIDC3.04e-267.00e-01-0.0288
54742LY6KGSM4909286HumanBreastIDC4.78e-102.37e-010.1081
54742LY6KGSM4909294HumanBreastIDC3.51e-04-1.28e-010.2022
54742LY6KGSM4909297HumanBreastIDC1.57e-03-1.21e-010.1517
54742LY6KGSM4909301HumanBreastIDC1.57e-03-1.28e-010.1577
54742LY6KGSM4909311HumanBreastIDC1.00e-073.35e-010.1534
54742LY6KGSM4909312HumanBreastIDC4.56e-166.63e-010.1552
54742LY6KGSM4909315HumanBreastIDC1.57e-03-1.28e-010.21
54742LY6KGSM4909321HumanBreastIDC3.51e-04-1.28e-010.1559
54742LY6Kbrca3HumanBreastPrecancer2.22e-052.38e-01-0.0263
54742LY6KNCCBC3HumanBreastDCIS1.57e-03-1.28e-010.1198
54742LY6KDCIS2HumanBreastDCIS1.46e-04-5.84e-020.0085
54742LY6KTumorHumanCervixCC1.60e-427.70e-010.1241
54742LY6Ksample1HumanCervixCC5.68e-085.44e-010.0959
54742LY6Ksample3HumanCervixCC2.95e-668.15e-010.1387
54742LY6KT1HumanCervixCC1.13e-124.93e-010.0918
54742LY6KT3HumanCervixCC6.12e-558.22e-010.1389
54742LY6KLZE2THumanEsophagusESCC9.09e-081.11e+000.082
54742LY6KLZE5THumanEsophagusESCC1.88e-057.05e-010.0514
Page: 1 2 3 4 5 6 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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.

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:0035036BreastPrecancersperm-egg recognition10/108048/187233.43e-044.81e-0310
GO:0007339BreastPrecancerbinding of sperm to zona pellucida9/108040/187233.69e-045.03e-039
GO:0009988BreastPrecancercell-cell recognition12/108068/187234.63e-046.12e-0312
GO:00073391BreastIDCbinding of sperm to zona pellucida9/143440/187232.76e-032.42e-029
GO:00350361BreastIDCsperm-egg recognition10/143448/187233.00e-032.58e-0210
GO:00099881BreastIDCcell-cell recognition12/143468/187235.12e-033.82e-0212
GO:00073392BreastDCISbinding of sperm to zona pellucida9/139040/187232.23e-032.04e-029
GO:00350362BreastDCISsperm-egg recognition10/139048/187232.39e-032.16e-0210
GO:00099882BreastDCIScell-cell recognition12/139068/187233.99e-033.17e-0212
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
LY6KSNVMissense_Mutationc.389N>Tp.Ser130Leup.S130LQ17RY6protein_codingtolerated(0.16)benign(0.025)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
LY6KinsertionFrame_Shift_Insnovelc.276_277insCATCCATTTTTAAATGAAAAATTAAGCTTTAATAp.Glu93HisfsTer36p.E93Hfs*36Q17RY6protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
LY6KSNVMissense_Mutationc.224N>Gp.Phe75Cysp.F75CQ17RY6protein_codingdeleterious(0)probably_damaging(0.988)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LY6KSNVMissense_Mutationnovelc.68N>Tp.Ala23Valp.A23VQ17RY6protein_codingtolerated(0.16)benign(0.417)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LY6KSNVMissense_Mutationrs782212141c.302G>Ap.Arg101Glnp.R101QQ17RY6protein_codingtolerated(0.57)benign(0.003)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
LY6KSNVMissense_Mutationnovelc.305N>Gp.Phe102Cysp.F102CQ17RY6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LY6KSNVMissense_Mutationnovelc.74N>Cp.Gln25Prop.Q25PQ17RY6protein_codingdeleterious(0.03)benign(0.065)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
LY6KSNVMissense_Mutationc.29T>Cp.Val10Alap.V10AQ17RY6protein_codingtolerated_low_confidence(0.12)benign(0.012)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LY6KSNVMissense_Mutationc.245C>Tp.Ala82Valp.A82VQ17RY6protein_codingdeleterious(0.01)benign(0.031)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LY6KSNVMissense_Mutationc.245C>Tp.Ala82Valp.A82VQ17RY6protein_codingdeleterious(0.01)benign(0.031)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
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