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: KDM2B

Gene summary for KDM2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KDM2B

Gene ID

84678

Gene namelysine demethylase 2B
Gene AliasCXXC2
Cytomap12q24.31
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q8NHM5


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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
84678KDM2BLZE7THumanEsophagusESCC4.52e-031.57e-010.0667
84678KDM2BLZE24THumanEsophagusESCC2.93e-031.56e-010.0596
84678KDM2BP2T-EHumanEsophagusESCC1.48e-417.82e-010.1177
84678KDM2BP4T-EHumanEsophagusESCC1.09e-072.23e-010.1323
84678KDM2BP5T-EHumanEsophagusESCC2.67e-091.16e-010.1327
84678KDM2BP8T-EHumanEsophagusESCC3.20e-182.35e-010.0889
84678KDM2BP9T-EHumanEsophagusESCC1.92e-037.94e-020.1131
84678KDM2BP10T-EHumanEsophagusESCC4.99e-161.93e-010.116
84678KDM2BP11T-EHumanEsophagusESCC2.03e-042.66e-010.1426
84678KDM2BP12T-EHumanEsophagusESCC2.27e-212.29e-010.1122
84678KDM2BP15T-EHumanEsophagusESCC1.89e-081.85e-010.1149
84678KDM2BP16T-EHumanEsophagusESCC7.33e-112.93e-010.1153
84678KDM2BP20T-EHumanEsophagusESCC3.88e-071.82e-010.1124
84678KDM2BP21T-EHumanEsophagusESCC8.32e-213.51e-010.1617
84678KDM2BP22T-EHumanEsophagusESCC9.53e-121.34e-010.1236
84678KDM2BP23T-EHumanEsophagusESCC1.37e-112.07e-010.108
84678KDM2BP24T-EHumanEsophagusESCC2.64e-137.68e-020.1287
84678KDM2BP26T-EHumanEsophagusESCC2.43e-142.58e-010.1276
84678KDM2BP27T-EHumanEsophagusESCC1.02e-213.20e-010.1055
84678KDM2BP28T-EHumanEsophagusESCC1.15e-182.98e-010.1149
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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
∗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:0016049110EsophagusESCCcell growth289/8552482/187231.29e-103.77e-09289
GO:000155819EsophagusESCCregulation of cell growth248/8552414/187232.97e-096.45e-08248
GO:000184115EsophagusESCCneural tube formation75/8552102/187239.68e-091.95e-0775
GO:000184314EsophagusESCCneural tube closure66/855288/187231.98e-083.82e-0766
GO:00065136EsophagusESCCprotein monoubiquitination53/855267/187232.11e-084.03e-0753
GO:001657414EsophagusESCChistone ubiquitination40/855247/187232.40e-084.55e-0740
GO:0070997111EsophagusESCCneuron death216/8552361/187233.49e-086.45e-07216
GO:001402014EsophagusESCCprimary neural tube formation69/855294/187234.22e-087.76e-0769
GO:006060614EsophagusESCCtube closure66/855289/187234.24e-087.76e-0766
GO:00219159EsophagusESCCneural tube development101/8552152/187231.78e-072.79e-06101
GO:00163316EsophagusESCCmorphogenesis of embryonic epithelium98/8552147/187232.12e-073.27e-0698
GO:000183814EsophagusESCCembryonic epithelial tube formation83/8552121/187232.78e-074.08e-0683
GO:009872714EsophagusESCCmaintenance of cell number90/8552134/187233.94e-075.43e-0690
GO:001982714EsophagusESCCstem cell population maintenance88/8552131/187235.23e-076.97e-0688
GO:003514815EsophagusESCCtube formation96/8552148/187231.86e-062.16e-0596
GO:0051402110EsophagusESCCneuron apoptotic process148/8552246/187233.08e-063.47e-05148
GO:1901214111EsophagusESCCregulation of neuron death186/8552319/187233.35e-063.73e-05186
GO:00721759EsophagusESCCepithelial tube formation86/8552132/187234.81e-065.10e-0586
GO:003352213EsophagusESCChistone H2A ubiquitination23/855226/187236.82e-066.90e-0523
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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
KDM2BUROProstateHealthyAC006329.1,LINC01133,TCEAL4, etc.5.53e-02The 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.
KDM2BINFIBProstateBPHGPR157,PDE4A,GPAT3, etc.1.68e-01The 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.
KDM2BcDCThyroidHealthyBIRC3,FSCN1,TRIP10, etc.1.20e-01The 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.
∗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
KDM2BSNVMissense_Mutationrs781886803c.2659C>Tp.Arg887Trpp.R887WQ8NHM5protein_codingdeleterious_low_confidence(0)possibly_damaging(0.908)TCGA-A2-A0YG-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
KDM2BSNVMissense_Mutationnovelc.1279N>Ap.Glu427Lysp.E427KQ8NHM5protein_codingtolerated(0.15)benign(0)TCGA-AC-A3TN-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
KDM2BSNVMissense_Mutationrs781886803c.2659N>Tp.Arg887Trpp.R887WQ8NHM5protein_codingdeleterious_low_confidence(0)possibly_damaging(0.908)TCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
KDM2BSNVMissense_Mutationnovelc.2157N>Gp.Cys719Trpp.C719WQ8NHM5protein_codingdeleterious(0)probably_damaging(0.996)TCGA-BH-A0DS-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycyclophosphamideSD
KDM2BSNVMissense_Mutationrs782101520c.2773N>Ap.Glu925Lysp.E925KQ8NHM5protein_codingtolerated_low_confidence(0.06)possibly_damaging(0.491)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KDM2BinsertionFrame_Shift_Insnovelc.791_792insGGAGAp.Ile264MetfsTer39p.I264Mfs*39Q8NHM5protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
KDM2BinsertionFrame_Shift_Insnovelc.790_791insGTGAGTTCAGATCTCCTTGCCTCCAGTTCACp.Ile264SerfsTer32p.I264Sfs*32Q8NHM5protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
KDM2BinsertionFrame_Shift_Insnovelc.2660_2661insAGTGTTCTGTCTGGCTGGTGGGCp.Arg888ValfsTer54p.R888Vfs*54Q8NHM5protein_codingTCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
KDM2BinsertionFrame_Shift_Insnovelc.1531_1532insGCCTCGAGAGACGAACCCCTCCAGCCTTGTCAGGAAGCp.Glu511GlyfsTer17p.E511Gfs*17Q8NHM5protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
KDM2BSNVMissense_Mutationrs558601418c.3310N>Tp.Arg1104Cysp.R1104CQ8NHM5protein_codingdeleterious(0.05)benign(0.007)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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