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: KDM1B

Gene summary for KDM1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KDM1B

Gene ID

221656

Gene namelysine demethylase 1B
Gene AliasAOF1
Cytomap6p22.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q8NB78


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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
221656KDM1BP26T-EHumanEsophagusESCC1.98e-131.58e-010.1276
221656KDM1BP27T-EHumanEsophagusESCC7.78e-081.50e-010.1055
221656KDM1BP28T-EHumanEsophagusESCC9.02e-131.61e-010.1149
221656KDM1BP30T-EHumanEsophagusESCC3.84e-226.12e-010.137
221656KDM1BP31T-EHumanEsophagusESCC9.85e-092.15e-010.1251
221656KDM1BP32T-EHumanEsophagusESCC2.84e-081.02e-010.1666
221656KDM1BP36T-EHumanEsophagusESCC5.23e-031.60e-010.1187
221656KDM1BP37T-EHumanEsophagusESCC2.30e-091.90e-010.1371
221656KDM1BP39T-EHumanEsophagusESCC1.03e-056.59e-020.0894
221656KDM1BP40T-EHumanEsophagusESCC2.92e-041.84e-010.109
221656KDM1BP42T-EHumanEsophagusESCC1.21e-051.48e-010.1175
221656KDM1BP47T-EHumanEsophagusESCC7.65e-051.02e-010.1067
221656KDM1BP48T-EHumanEsophagusESCC2.01e-081.55e-010.0959
221656KDM1BP49T-EHumanEsophagusESCC7.47e-181.22e+000.1768
221656KDM1BP52T-EHumanEsophagusESCC2.65e-112.66e-010.1555
221656KDM1BP54T-EHumanEsophagusESCC9.44e-061.55e-010.0975
221656KDM1BP57T-EHumanEsophagusESCC4.71e-061.05e-010.0926
221656KDM1BP61T-EHumanEsophagusESCC2.11e-034.52e-020.099
221656KDM1BP62T-EHumanEsophagusESCC3.14e-162.34e-010.1302
221656KDM1BP65T-EHumanEsophagusESCC1.30e-091.98e-010.0978
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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:005105215EsophagusESCCregulation of DNA metabolic process232/8552359/187232.40e-131.13e-11232
GO:00434143EsophagusESCCmacromolecule methylation199/8552316/187233.44e-109.57e-09199
GO:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:00400295EsophagusESCCregulation of gene expression, epigenetic74/8552105/187232.24e-073.42e-0674
GO:00064824EsophagusESCCprotein demethylation24/855233/187231.50e-037.06e-0324
GO:00082144EsophagusESCCprotein dealkylation24/855233/187231.50e-037.06e-0324
GO:00165773EsophagusESCChistone demethylation22/855231/187233.90e-031.58e-0222
GO:00700763EsophagusESCChistone lysine demethylation20/855228/187235.23e-031.97e-0220
GO:0006304EsophagusESCCDNA modification68/8552120/187239.95e-033.42e-0268
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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
KDM1BSNVMissense_Mutationc.1267N>Tp.Gly423Cysp.G423CQ8NB78protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
KDM1BSNVMissense_Mutationc.142N>Gp.Lys48Glup.K48EQ8NB78protein_codingdeleterious(0.01)probably_damaging(0.911)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KDM1BSNVMissense_Mutationnovelc.863G>Ap.Arg288Glnp.R288QQ8NB78protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.992)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KDM1BSNVMissense_Mutationc.165N>Cp.Lys55Asnp.K55NQ8NB78protein_codingdeleterious(0.04)benign(0.219)TCGA-BH-A0BP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KDM1BinsertionIn_Frame_Insnovelc.706_707insAAGGCAGATp.Ser236delinsLysGlyArgCysp.S236delinsKGRCQ8NB78protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KDM1BinsertionFrame_Shift_Insnovelc.1230_1231insGGACTATGTATCTCTTCTTTTTCTCTp.Leu411GlyfsTer15p.L411Gfs*15Q8NB78protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
KDM1BdeletionFrame_Shift_Delnovelc.1768delNp.Ter591LysfsTer17p.*591Kfs*17Q8NB78protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
KDM1BSNVMissense_Mutationrs750152791c.709N>Ap.Val237Metp.V237MQ8NB78protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.945)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
KDM1BSNVMissense_Mutationc.1237N>Ap.Glu413Lysp.E413KQ8NB78protein_codingtolerated(0.08)probably_damaging(0.995)TCGA-EK-A2PL-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
KDM1BSNVMissense_Mutationc.1480G>Ap.Asp494Asnp.D494NQ8NB78protein_codingdeleterious(0)benign(0.393)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
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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
221656KDM1BDRUGGABLE GENOME, TRANSCRIPTION FACTOR BINDING, ENZYMETarnylcypromine derivative 3
221656KDM1BDRUGGABLE GENOME, TRANSCRIPTION FACTOR BINDING, ENZYMEPMID27019002-Compound-48
221656KDM1BDRUGGABLE GENOME, TRANSCRIPTION FACTOR BINDING, ENZYMEPMID27019002-Compound-47
221656KDM1BDRUGGABLE GENOME, TRANSCRIPTION FACTOR BINDING, ENZYMEPMID27019002-Compound-46
221656KDM1BDRUGGABLE GENOME, TRANSCRIPTION FACTOR BINDING, ENZYMETarnylcypromine derivative 2
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