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: KDM3B

Gene summary for KDM3B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KDM3B

Gene ID

51780

Gene namelysine demethylase 3B
Gene Alias5qNCA
Cytomap5q31.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q7LBC6


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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
51780KDM3BLZE7THumanEsophagusESCC4.62e-032.28e-010.0667
51780KDM3BLZE8THumanEsophagusESCC4.93e-051.22e-010.067
51780KDM3BLZE24THumanEsophagusESCC1.85e-082.52e-010.0596
51780KDM3BP2T-EHumanEsophagusESCC2.43e-193.69e-010.1177
51780KDM3BP4T-EHumanEsophagusESCC8.25e-051.13e-010.1323
51780KDM3BP5T-EHumanEsophagusESCC3.88e-032.03e-020.1327
51780KDM3BP8T-EHumanEsophagusESCC2.95e-152.41e-010.0889
51780KDM3BP9T-EHumanEsophagusESCC1.29e-035.90e-020.1131
51780KDM3BP10T-EHumanEsophagusESCC1.15e-131.16e-010.116
51780KDM3BP11T-EHumanEsophagusESCC3.04e-073.12e-010.1426
51780KDM3BP12T-EHumanEsophagusESCC7.01e-223.44e-010.1122
51780KDM3BP15T-EHumanEsophagusESCC9.59e-112.26e-010.1149
51780KDM3BP16T-EHumanEsophagusESCC3.93e-128.65e-020.1153
51780KDM3BP20T-EHumanEsophagusESCC1.51e-143.73e-010.1124
51780KDM3BP21T-EHumanEsophagusESCC2.92e-131.12e-010.1617
51780KDM3BP22T-EHumanEsophagusESCC2.00e-136.71e-020.1236
51780KDM3BP23T-EHumanEsophagusESCC2.31e-111.94e-010.108
51780KDM3BP24T-EHumanEsophagusESCC1.04e-095.61e-020.1287
51780KDM3BP26T-EHumanEsophagusESCC1.09e-111.15e-010.1276
51780KDM3BP27T-EHumanEsophagusESCC1.70e-131.12e-010.1055
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:000963620EsophagusESCCresponse to toxic substance150/8552262/187231.00e-047.12e-04150
GO:1990748110EsophagusESCCcellular detoxification70/8552116/187231.02e-035.17e-0370
GO:00064824EsophagusESCCprotein demethylation24/855233/187231.50e-037.06e-0324
GO:00082144EsophagusESCCprotein dealkylation24/855233/187231.50e-037.06e-0324
GO:0097237110EsophagusESCCcellular response to toxic substance72/8552124/187233.65e-031.49e-0272
GO:0098869110EsophagusESCCcellular oxidant detoxification60/8552101/187233.76e-031.53e-0260
GO:00165773EsophagusESCChistone demethylation22/855231/187233.90e-031.58e-0222
GO:00700763EsophagusESCChistone lysine demethylation20/855228/187235.23e-031.97e-0220
GO:00165703LiverNAFLDhistone modification90/1882463/187235.74e-101.28e-0790
GO:0070076LiverNAFLDhistone lysine demethylation10/188228/187232.46e-044.09e-0310
GO:0016577LiverNAFLDhistone demethylation10/188231/187236.28e-048.21e-0310
GO:0006482LiverNAFLDprotein demethylation10/188233/187231.09e-031.27e-0210
GO:0008214LiverNAFLDprotein dealkylation10/188233/187231.09e-031.27e-0210
GO:0070988LiverNAFLDdemethylation16/188273/187232.09e-032.06e-0216
GO:00096367LiverNAFLDresponse to toxic substance41/1882262/187232.83e-032.57e-0241
GO:001657021LiverHCChistone modification283/7958463/187232.68e-162.33e-14283
GO:000963622LiverHCCresponse to toxic substance153/7958262/187231.37e-072.58e-06153
GO:199074812LiverHCCcellular detoxification70/7958116/187237.87e-057.02e-0470
GO:009723712LiverHCCcellular response to toxic substance74/7958124/187238.36e-057.36e-0474
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04714211EsophagusESCCThermogenesis163/4205232/84659.22e-111.14e-095.86e-10163
hsa04714310EsophagusESCCThermogenesis163/4205232/84659.22e-111.14e-095.86e-10163
hsa0471422LiverHCCThermogenesis170/4020232/84655.36e-162.25e-141.25e-14170
hsa0471432LiverHCCThermogenesis170/4020232/84655.36e-162.25e-141.25e-14170
hsa0471416LungIACThermogenesis46/1053232/84657.85e-046.38e-034.23e-0346
hsa0471417LungIACThermogenesis46/1053232/84657.85e-046.38e-034.23e-0346
hsa0471430Oral cavityOSCCThermogenesis138/3704232/84657.67e-074.35e-062.22e-06138
hsa04714113Oral cavityOSCCThermogenesis138/3704232/84657.67e-074.35e-062.22e-06138
hsa0471445Oral cavityEOLPThermogenesis54/1218232/84651.66e-047.16e-044.22e-0454
hsa0471455Oral cavityEOLPThermogenesis54/1218232/84651.66e-047.16e-044.22e-0454
hsa0471428ProstateBPHThermogenesis110/1718232/84655.16e-211.42e-198.78e-20110
hsa04714112ProstateBPHThermogenesis110/1718232/84655.16e-211.42e-198.78e-20110
hsa0471429ProstateTumorThermogenesis110/1791232/84651.56e-193.96e-182.46e-18110
hsa0471437ProstateTumorThermogenesis110/1791232/84651.56e-193.96e-182.46e-18110
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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
KDM3BSNVMissense_Mutationnovelc.4732N>Tp.Gly1578Trpp.G1578WQ7LBC6protein_codingdeleterious(0)probably_damaging(0.99)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
KDM3BSNVMissense_Mutationc.1013N>Cp.Arg338Thrp.R338TQ7LBC6protein_codingtolerated(0.14)benign(0.056)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KDM3BSNVMissense_Mutationnovelc.1189N>Cp.Glu397Glnp.E397QQ7LBC6protein_codingtolerated_low_confidence(0.4)benign(0.081)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
KDM3BSNVMissense_Mutationc.952N>Ap.Glu318Lysp.E318KQ7LBC6protein_codingtolerated(0.1)benign(0.257)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
KDM3BSNVMissense_Mutationc.3981N>Cp.Lys1327Asnp.K1327NQ7LBC6protein_codingdeleterious(0.02)benign(0.106)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
KDM3BSNVMissense_Mutationc.4976G>Ap.Arg1659Hisp.R1659HQ7LBC6protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1Y2-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
KDM3BSNVMissense_Mutationrs760813802c.5257N>Ap.Ala1753Thrp.A1753TQ7LBC6protein_codingdeleterious(0.03)benign(0.118)TCGA-E2-A14N-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
KDM3BSNVMissense_Mutationc.2030N>Gp.Ser677Cysp.S677CQ7LBC6protein_codingdeleterious_low_confidence(0.04)benign(0.436)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
KDM3BSNVMissense_Mutationrs745528581c.4366N>Ap.Asp1456Asnp.D1456NQ7LBC6protein_codingtolerated(0.45)benign(0.059)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
KDM3BSNVMissense_Mutationnovelc.4148C>Ap.Ser1383Tyrp.S1383YQ7LBC6protein_codingtolerated(0.2)benign(0.167)TCGA-XX-A89A-01Breastbreast invasive carcinomaFemale>=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
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