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: GAS6

Gene summary for GAS6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GAS6

Gene ID

2621

Gene namegrowth arrest specific 6
Gene AliasAXLLG
Cytomap13q34
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q14393


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
2621GAS6AEH-subject1HumanEndometriumAEH9.34e-11-4.01e-01-0.3059
2621GAS6AEH-subject2HumanEndometriumAEH1.55e-13-3.90e-01-0.2525
2621GAS6AEH-subject3HumanEndometriumAEH1.47e-02-2.80e-01-0.2576
2621GAS6AEH-subject4HumanEndometriumAEH3.33e-07-3.06e-01-0.2657
2621GAS6AEH-subject5HumanEndometriumAEH1.76e-18-4.69e-01-0.2953
2621GAS6EEC-subject1HumanEndometriumEEC8.69e-23-4.84e-01-0.2682
2621GAS6EEC-subject2HumanEndometriumEEC1.75e-20-4.39e-01-0.2607
2621GAS6EEC-subject3HumanEndometriumEEC4.18e-28-4.25e-01-0.2525
2621GAS6EEC-subject4HumanEndometriumEEC3.64e-08-3.49e-01-0.2571
2621GAS6EEC-subject5HumanEndometriumEEC3.06e-19-4.82e-01-0.249
2621GAS6GSM5276934HumanEndometriumEEC1.09e-03-3.01e-01-0.0913
2621GAS6GSM5276935HumanEndometriumEEC5.54e-16-4.70e-01-0.123
2621GAS6GSM5276937HumanEndometriumEEC2.81e-03-2.63e-01-0.0897
2621GAS6GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.92e-27-5.43e-01-0.1869
2621GAS6GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.71e-24-5.43e-01-0.1875
2621GAS6GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC3.65e-25-5.15e-01-0.1883
2621GAS6GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.93e-30-5.08e-01-0.1934
2621GAS6GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.15e-28-5.03e-01-0.1917
2621GAS6GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.05e-34-5.18e-01-0.1916
2621GAS6GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC6.83e-04-2.09e-01-0.1269
Page: 1 2 3 4 5 6 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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:001603216EndometriumAEHviral process110/2100415/187231.99e-181.09e-15110
GO:001905816EndometriumAEHviral life cycle86/2100317/187232.53e-157.58e-1386
GO:00315899EndometriumAEHcell-substrate adhesion87/2100363/187233.51e-125.70e-1087
GO:001907916EndometriumAEHviral genome replication43/2100131/187233.22e-114.60e-0943
GO:004440316EndometriumAEHbiological process involved in symbiotic interaction70/2100290/187233.26e-103.55e-0870
GO:004206016EndometriumAEHwound healing91/2100422/187234.85e-104.61e-0891
GO:190495115EndometriumAEHpositive regulation of establishment of protein localization74/2100319/187237.05e-106.51e-0874
GO:000974316EndometriumAEHresponse to carbohydrate62/2100253/187231.76e-091.51e-0762
GO:003428416EndometriumAEHresponse to monosaccharide57/2100225/187232.13e-091.77e-0757
GO:005170116EndometriumAEHbiological process involved in interaction with host53/2100203/187232.48e-091.93e-0753
GO:000974615EndometriumAEHresponse to hexose54/2100219/187231.54e-089.72e-0754
GO:005212616EndometriumAEHmovement in host environment46/2100175/187232.20e-081.31e-0646
GO:000974910EndometriumAEHresponse to glucose52/2100212/187233.40e-081.91e-0652
GO:007265914EndometriumAEHprotein localization to plasma membrane63/2100284/187237.58e-083.92e-0663
GO:005122215EndometriumAEHpositive regulation of protein transport66/2100303/187237.79e-083.99e-0666
GO:00016789EndometriumAEHcellular glucose homeostasis44/2100172/187231.04e-075.07e-0644
GO:007132210EndometriumAEHcellular response to carbohydrate stimulus41/2100163/187234.55e-071.87e-0541
GO:19907789EndometriumAEHprotein localization to cell periphery68/2100333/187236.38e-072.38e-0568
GO:004671816EndometriumAEHviral entry into host cell37/2100144/187239.32e-073.24e-0537
GO:003315710EndometriumAEHregulation of intracellular protein transport51/2100229/187231.13e-063.75e-0551
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 27 28 29 30 31 32 33 34 35 36 37 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0152110EsophagusESCCEGFR tyrosine kinase inhibitor resistance55/420579/84652.44e-048.78e-044.50e-0455
hsa0152115EsophagusESCCEGFR tyrosine kinase inhibitor resistance55/420579/84652.44e-048.78e-044.50e-0455
hsa015219Oral cavityOSCCEGFR tyrosine kinase inhibitor resistance54/370479/84658.11e-063.72e-051.89e-0554
hsa0152114Oral cavityOSCCEGFR tyrosine kinase inhibitor resistance54/370479/84658.11e-063.72e-051.89e-0554
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
GAS6AXLGAS6_AXLGASBreastADJ
GAS6AXLGAS6_AXLGASBreastDCIS
GAS6MERTKGAS6_MERTKGASBreastDCIS
GAS6AXLGAS6_AXLGASBreastHealthy
GAS6AXLGAS6_AXLGASBreastIDC
GAS6AXLGAS6_AXLGASBreastPrecancer
GAS6AXLGAS6_AXLGASCervixADJ
GAS6AXLGAS6_AXLGASCervixCC
GAS6MERTKGAS6_MERTKGASCervixCC
GAS6AXLGAS6_AXLGASCervixHealthy
GAS6AXLGAS6_AXLGASCervixPrecancer
GAS6AXLGAS6_AXLGASCRCAD
GAS6MERTKGAS6_MERTKGASCRCAD
GAS6AXLGAS6_AXLGASCRCADJ
GAS6MERTKGAS6_MERTKGASCRCADJ
GAS6AXLGAS6_AXLGASCRCCRC
GAS6MERTKGAS6_MERTKGASCRCCRC
GAS6AXLGAS6_AXLGASCRCMSI-H
GAS6MERTKGAS6_MERTKGASCRCMSI-H
GAS6AXLGAS6_AXLGASCRCMSS
Page: 1 2 3 4 

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
GAS6SNVMissense_Mutationc.870N>Cp.Lys290Asnp.K290NQ14393protein_codingdeleterious(0)possibly_damaging(0.769)TCGA-C8-A132-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GAS6SNVMissense_Mutationrs146140804c.1211N>Tp.Ala404Valp.A404VQ14393protein_codingtolerated(0.99)benign(0.277)TCGA-E2-A1IH-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
GAS6SNVMissense_Mutationrs748222907c.337N>Ap.Val113Metp.V113MQ14393protein_codingdeleterious(0)possibly_damaging(0.905)TCGA-GM-A4E0-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyxelodaCR
GAS6deletionFrame_Shift_Delc.449delGp.Gly150AlafsTer49p.G150Afs*49Q14393protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GAS6insertionFrame_Shift_Insrs773341392c.449_450insGp.Arg151ProfsTer27p.R151Pfs*27Q14393protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GAS6SNVMissense_Mutationnovelc.1921C>Tp.Arg641Cysp.R641CQ14393protein_codingdeleterious(0.01)possibly_damaging(0.786)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GAS6SNVMissense_Mutationnovelc.1297C>Ap.Leu433Ilep.L433IQ14393protein_codingdeleterious(0.03)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GAS6SNVMissense_Mutationrs771931132c.1163C>Tp.Ala388Valp.A388VQ14393protein_codingdeleterious(0.01)benign(0.045)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GAS6SNVMissense_Mutationc.302N>Gp.Ser101Cysp.S101CQ14393protein_codingdeleterious(0.03)possibly_damaging(0.642)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
GAS6SNVMissense_Mutationc.803T>Ap.Leu268Hisp.L268HQ14393protein_codingtolerated(0.13)probably_damaging(0.912)TCGA-EA-A5O9-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 

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
2621GAS6DRUG RESISTANCE, DRUGGABLE GENOME, KINASEWARFARINWARFARIN16014032
2621GAS6DRUG RESISTANCE, DRUGGABLE GENOME, KINASEDOCETAXELDOCETAXEL27153245
Page: 1