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: KAT2B

Gene summary for KAT2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

KAT2B

Gene ID

8850

Gene namelysine acetyltransferase 2B
Gene AliasCAF
Cytomap3p24.3
Gene Typeprotein-coding
GO ID

GO:0000079

UniProtAcc

Q92831


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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
8850KAT2B048752_1579-all-cellsHumanProstateBPH4.30e-042.05e-010.1008
8850KAT2B052095_1628-all-cellsHumanProstateBPH9.24e-072.72e-010.1032
8850KAT2B052099_1652-all-cellsHumanProstateBPH1.39e-082.71e-010.1038
8850KAT2BDong_P3HumanProstateTumor6.82e-091.50e-010.0278
8850KAT2BGSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor6.37e-125.69e-010.1633
8850KAT2BGSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor1.30e-115.42e-010.1608
8850KAT2BGSM5353223_PA_PB2B_Pool_2_S26_L001HumanProstateTumor3.01e-054.30e-010.1604
8850KAT2BGSM5353224_PA_PR5186_Pool_1_2_3_S27_L001HumanProstateTumor6.94e-074.54e-010.1621
8850KAT2BGSM5353225_PA_PR5196-1_Pool_1_2_3_S53_L002HumanProstateTumor4.81e-056.29e-010.1619
8850KAT2BGSM5353226_PA_PR5196-2_Pool_1_2_3_S54_L002HumanProstateTumor1.92e-025.54e-010.159
8850KAT2BGSM5353227_PA_PR5199-193K_Pool_1_2_3_S55_L002HumanProstateTumor3.18e-033.56e-010.1602
8850KAT2BGSM5353236_PA_PR5251_T1_S7_L001HumanProstateTumor4.56e-055.68e-010.1608
8850KAT2BGSM5353237_PA_PR5251_T2_S8_L001HumanProstateTumor1.51e-055.66e-010.1622
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:002261318ProstateBPHribonucleoprotein complex biogenesis150/3107463/187232.18e-175.62e-15150
GO:004851110ProstateBPHrhythmic process96/3107298/187231.88e-111.31e-0996
GO:004593618ProstateBPHnegative regulation of phosphate metabolic process124/3107441/187235.95e-102.90e-08124
GO:001056318ProstateBPHnegative regulation of phosphorus metabolic process124/3107442/187236.94e-103.25e-08124
GO:004232617ProstateBPHnegative regulation of phosphorylation110/3107385/187232.08e-098.35e-08110
GO:190165310ProstateBPHcellular response to peptide104/3107359/187232.51e-091.00e-07104
GO:004225418ProstateBPHribosome biogenesis90/3107299/187233.82e-091.44e-0790
GO:000193317ProstateBPHnegative regulation of protein phosphorylation97/3107342/187232.74e-088.11e-0797
GO:00165706ProstateBPHhistone modification120/3107463/187231.73e-073.89e-06120
GO:005134818ProstateBPHnegative regulation of transferase activity78/3107268/187231.94e-074.29e-0678
GO:004343417ProstateBPHresponse to peptide hormone109/3107414/187232.73e-075.91e-06109
GO:00719009ProstateBPHregulation of protein serine/threonine kinase activity97/3107359/187233.42e-077.23e-0697
GO:00713759ProstateBPHcellular response to peptide hormone stimulus82/3107290/187233.65e-077.65e-0682
GO:003286910ProstateBPHcellular response to insulin stimulus61/3107203/187231.26e-062.20e-0561
GO:00516049ProstateBPHprotein maturation80/3107294/187232.64e-064.23e-0580
GO:000646916ProstateBPHnegative regulation of protein kinase activity62/3107212/187232.81e-064.45e-0562
GO:003286810ProstateBPHresponse to insulin73/3107264/187233.80e-065.83e-0573
GO:003367315ProstateBPHnegative regulation of kinase activity67/3107237/187234.15e-066.25e-0567
GO:00182055ProstateBPHpeptidyl-lysine modification96/3107376/187235.70e-068.39e-0596
GO:19040292ProstateBPHregulation of cyclin-dependent protein kinase activity34/310798/187231.00e-051.39e-0434
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0516628ProstateBPHHuman T-cell leukemia virus 1 infection79/1718222/84656.00e-086.83e-074.23e-0779
hsa032504ProstateBPHViral life cycle - HIV-124/171863/84658.32e-043.98e-032.46e-0324
hsa0491924ProstateBPHThyroid hormone signaling pathway39/1718121/84651.27e-035.58e-033.45e-0339
hsa05166112ProstateBPHHuman T-cell leukemia virus 1 infection79/1718222/84656.00e-086.83e-074.23e-0779
hsa0325012ProstateBPHViral life cycle - HIV-124/171863/84658.32e-043.98e-032.46e-0324
hsa04919111ProstateBPHThyroid hormone signaling pathway39/1718121/84651.27e-035.58e-033.45e-0339
hsa0516629ProstateTumorHuman T-cell leukemia virus 1 infection78/1791222/84657.99e-078.02e-064.97e-0678
hsa0520323ProstateTumorViral carcinogenesis70/1791204/84657.53e-066.56e-054.07e-0570
hsa0325021ProstateTumorViral life cycle - HIV-125/179163/84656.13e-043.07e-031.91e-0325
hsa0491925ProstateTumorThyroid hormone signaling pathway40/1791121/84651.47e-036.26e-033.88e-0340
hsa043302ProstateTumorNotch signaling pathway22/179162/84656.45e-032.16e-021.34e-0222
hsa0516637ProstateTumorHuman T-cell leukemia virus 1 infection78/1791222/84657.99e-078.02e-064.97e-0678
hsa0520333ProstateTumorViral carcinogenesis70/1791204/84657.53e-066.56e-054.07e-0570
hsa032503ProstateTumorViral life cycle - HIV-125/179163/84656.13e-043.07e-031.91e-0325
hsa0491934ProstateTumorThyroid hormone signaling pathway40/1791121/84651.47e-036.26e-033.88e-0340
hsa043303ProstateTumorNotch signaling pathway22/179162/84656.45e-032.16e-021.34e-0222
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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
KAT2BSNVMissense_Mutationrs774973502c.1658N>Ap.Arg553Hisp.R553HQ92831protein_codingdeleterious(0.03)possibly_damaging(0.543)TCGA-A2-A3XZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
KAT2BSNVMissense_Mutationc.1083N>Gp.Asn361Lysp.N361KQ92831protein_codingdeleterious(0.01)benign(0.211)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
KAT2BSNVMissense_Mutationrs772124073c.1547N>Gp.Val516Glyp.V516GQ92831protein_codingdeleterious(0.03)benign(0.095)TCGA-B6-A1KC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
KAT2BSNVMissense_Mutationrs773908616c.1607N>Ap.Arg536Glnp.R536QQ92831protein_codingtolerated(0.23)benign(0.049)TCGA-D8-A1X6-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
KAT2BSNVMissense_Mutationrs772124073c.1547N>Gp.Val516Glyp.V516GQ92831protein_codingdeleterious(0.03)benign(0.095)TCGA-E9-A1N5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
KAT2BinsertionNonsense_Mutationnovelc.2459_2460insATGAp.Phe820LeufsTer2p.F820Lfs*2Q92831protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
KAT2BinsertionFrame_Shift_Insnovelc.2460_2461insCAAGGAAAACAGTTCTTAAATCTTAAGTTCAp.Phe821GlnfsTer13p.F821Qfs*13Q92831protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
KAT2BinsertionFrame_Shift_Insnovelc.2391_2392insAp.Asn798LysfsTer9p.N798Kfs*9Q92831protein_codingTCGA-GM-A2DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilPD
KAT2BSNVMissense_Mutationc.1297N>Cp.Asp433Hisp.D433HQ92831protein_codingdeleterious(0.03)benign(0.014)TCGA-C5-A902-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
KAT2BSNVMissense_Mutationnovelc.1789N>Gp.His597Aspp.H597DQ92831protein_codingdeleterious(0.02)probably_damaging(0.993)TCGA-JW-A5VL-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
8850KAT2BENZYME, DRUGGABLE GENOMEamphetamineAMPHETAMINE
8850KAT2BENZYME, DRUGGABLE GENOMETRIAZOLAMTRIAZOLAM22137933
8850KAT2BENZYME, DRUGGABLE GENOMEcannabinoidsNABIXIMOLS
8850KAT2BENZYME, DRUGGABLE GENOMEinhibitor178103578
8850KAT2BENZYME, DRUGGABLE GENOMEopioids
8850KAT2BENZYME, DRUGGABLE GENOMEDIETHYL-2-DODECYLIDENEMALONATECHEMBL179770821292492
8850KAT2BENZYME, DRUGGABLE GENOMEcocaineCOCAINE
8850KAT2BENZYME, DRUGGABLE GENOMEDIETHYL-2-TETRADECYLIDENEMALONATECHEMBL25774821292492
8850KAT2BENZYME, DRUGGABLE GENOMEANACARDIC ACID20655754
8850KAT2BENZYME, DRUGGABLE GENOMEinhibitor252166597
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