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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: KDM6B

Gene summary for KDM6B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KDM6B

Gene ID

23135

Gene namelysine demethylase 6B
Gene AliasJMJD3
Cytomap17p13.1
Gene Typeprotein-coding
GO ID

GO:0000302

UniProtAcc

O15054


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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
23135KDM6BAEH-subject1HumanEndometriumAEH1.29e-022.02e-01-0.3059
23135KDM6BAEH-subject5HumanEndometriumAEH4.52e-021.80e-01-0.2953
23135KDM6BEEC-subject1HumanEndometriumEEC8.34e-092.73e-01-0.2682
23135KDM6BEEC-subject3HumanEndometriumEEC1.10e-051.80e-01-0.2525
23135KDM6BGSM5276934HumanEndometriumEEC1.77e-175.68e-01-0.0913
23135KDM6BGSM5276937HumanEndometriumEEC7.08e-195.85e-01-0.0897
23135KDM6BGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.69e-08-1.62e-01-0.1869
23135KDM6BGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.98e-08-1.31e-01-0.1875
23135KDM6BGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.73e-07-1.95e-01-0.1883
23135KDM6BGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.81e-06-1.83e-01-0.1934
23135KDM6BGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC3.07e-154.22e-02-0.1917
23135KDM6BGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC3.20e-13-6.95e-02-0.1916
23135KDM6BLZE8THumanEsophagusESCC5.82e-064.22e-010.067
23135KDM6BLZE24THumanEsophagusESCC1.41e-191.04e+000.0596
23135KDM6BLZE21THumanEsophagusESCC1.56e-025.10e-010.0655
23135KDM6BLZE6THumanEsophagusESCC4.62e-04-6.50e-030.0845
23135KDM6BP1T-EHumanEsophagusESCC1.81e-077.66e-010.0875
23135KDM6BP2T-EHumanEsophagusESCC1.60e-266.14e-010.1177
23135KDM6BP4T-EHumanEsophagusESCC1.59e-124.35e-010.1323
23135KDM6BP5T-EHumanEsophagusESCC2.96e-09-1.13e-010.1327
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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
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
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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000697916EndometriumAEHresponse to oxidative stress93/2100446/187231.94e-091.64e-0793
GO:000030216EndometriumAEHresponse to reactive oxygen species54/2100222/187232.54e-081.49e-0654
GO:00605376EndometriumAEHmuscle tissue development83/2100403/187232.57e-081.50e-0683
GO:006219716EndometriumAEHcellular response to chemical stress71/2100337/187231.03e-075.05e-0671
GO:004254215EndometriumAEHresponse to hydrogen peroxide38/2100146/187234.70e-071.92e-0538
GO:00147065EndometriumAEHstriated muscle tissue development75/2100384/187231.06e-063.62e-0575
GO:003459916EndometriumAEHcellular response to oxidative stress58/2100288/187236.49e-061.58e-0458
GO:000963610EndometriumAEHresponse to toxic substance52/2100262/187232.89e-055.40e-0452
GO:000315810EndometriumAEHendothelium development31/2100136/187238.53e-051.26e-0331
GO:00426925EndometriumAEHmuscle cell differentiation68/2100384/187238.88e-051.30e-0368
GO:003461415EndometriumAEHcellular response to reactive oxygen species34/2100155/187239.00e-051.30e-0334
GO:00511465EndometriumAEHstriated muscle cell differentiation51/2100283/187234.20e-044.46e-0351
GO:0048738EndometriumAEHcardiac muscle tissue development43/2100236/187239.06e-048.30e-0343
GO:00454467EndometriumAEHendothelial cell differentiation24/2100118/187232.71e-031.96e-0224
GO:00063258EndometriumAEHchromatin organization64/2100409/187233.69e-032.52e-0264
GO:00466772EndometriumAEHresponse to antibiotic12/210047/187234.72e-033.00e-0212
GO:00703015EndometriumAEHcellular response to hydrogen peroxide20/210098/187235.64e-033.46e-0220
GO:000697917EndometriumEECresponse to oxidative stress99/2168446/187239.02e-111.13e-0899
GO:006219717EndometriumEECcellular response to chemical stress77/2168337/187232.87e-092.10e-0777
GO:000030217EndometriumEECresponse to reactive oxygen species57/2168222/187234.04e-092.82e-0757
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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.
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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
KDM6BSNVMissense_Mutationrs148894687c.3194N>Tp.Pro1065Leup.P1065LO15054protein_codingdeleterious_low_confidence(0.02)benign(0.183)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
KDM6BSNVMissense_Mutationnovelc.899C>Tp.Pro300Leup.P300LO15054protein_codingdeleterious_low_confidence(0)benign(0.055)TCGA-AQ-A54N-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KDM6BSNVMissense_Mutationc.4036G>Ap.Glu1346Lysp.E1346KO15054protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KDM6BSNVMissense_Mutationrs763945392c.2483N>Ap.Arg828Glnp.R828QO15054protein_codingdeleterious_low_confidence(0.04)benign(0.001)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
KDM6BSNVMissense_Mutationrs142402964c.2155N>Ap.Val719Metp.V719MO15054protein_codingdeleterious_low_confidence(0.04)benign(0.255)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
KDM6BSNVMissense_Mutationrs200586804c.2600N>Tp.Ser867Leup.S867LO15054protein_codingtolerated_low_confidence(0.06)benign(0.003)TCGA-LD-A74U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapytaxotereSD
KDM6BdeletionFrame_Shift_Delnovelc.3933delNp.Thr1312ProfsTer37p.T1312Pfs*37O15054protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KDM6BdeletionFrame_Shift_Delnovelc.4493delNp.Glu1498AspfsTer8p.E1498Dfs*8O15054protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KDM6BSNVMissense_Mutationnovelc.511N>Tp.Pro171Serp.P171SO15054protein_codingdeleterious_low_confidence(0)probably_damaging(0.976)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
KDM6BSNVMissense_Mutationnovelc.2962N>Tp.Arg988Trpp.R988WO15054protein_codingdeleterious_low_confidence(0)probably_damaging(0.977)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
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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
23135KDM6BENZYMEinhibitor310264759
23135KDM6BENZYMEinhibitor178103606
23135KDM6BENZYMEinhibitor249565910
23135KDM6BENZYMEinhibitor374883847
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