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: MAOB

Gene summary for MAOB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAOB

Gene ID

4129

Gene namemonoamine oxidase B
Gene AliasMAOB
CytomapXp11.3
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

P27338


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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
4129MAOBGSM4909281HumanBreastIDC3.65e-123.22e-010.21
4129MAOBGSM4909287HumanBreastIDC4.39e-062.27e-010.2057
4129MAOBGSM4909289HumanBreastIDC7.21e-076.54e-010.1064
4129MAOBGSM4909291HumanBreastIDC1.52e-022.54e-010.1753
4129MAOBGSM4909293HumanBreastIDC4.08e-364.89e-010.1581
4129MAOBGSM4909295HumanBreastIDC1.26e-074.49e-010.0898
4129MAOBGSM4909297HumanBreastIDC7.71e-247.49e-010.1517
4129MAOBGSM4909298HumanBreastIDC9.01e-081.69e-010.1551
4129MAOBGSM4909299HumanBreastIDC1.85e-113.28e-010.035
4129MAOBGSM4909305HumanBreastIDC3.12e-032.54e-010.0436
4129MAOBGSM4909306HumanBreastIDC2.50e-458.22e-010.1564
4129MAOBGSM4909309HumanBreastIDC2.65e-022.69e-010.0483
4129MAOBGSM4909313HumanBreastIDC2.25e-043.11e-010.0391
4129MAOBDCIS2HumanBreastDCIS4.15e-564.76e-010.0085
4129MAOBP2T-EHumanEsophagusESCC8.44e-254.67e-010.1177
4129MAOBP16T-EHumanEsophagusESCC1.14e-245.80e-010.1153
4129MAOBP20T-EHumanEsophagusESCC1.30e-031.66e-010.1124
4129MAOBP24T-EHumanEsophagusESCC1.66e-021.21e-010.1287
4129MAOBP27T-EHumanEsophagusESCC5.79e-163.48e-010.1055
4129MAOBP32T-EHumanEsophagusESCC1.88e-041.42e-010.1666
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
∗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:000609113BreastIDCgeneration of precursor metabolites and energy103/1434490/187231.53e-211.74e-18103
GO:002290013BreastIDCelectron transport chain51/1434175/187232.23e-178.43e-1551
GO:004854514BreastIDCresponse to steroid hormone70/1434339/187231.34e-144.23e-1270
GO:001003814BreastIDCresponse to metal ion65/1434373/187232.95e-103.42e-0865
GO:002176214BreastIDCsubstantia nigra development18/143444/187231.11e-091.07e-0718
GO:003196013BreastIDCresponse to corticosteroid37/1434167/187233.10e-092.63e-0737
GO:004885713BreastIDCneural nucleus development21/143464/187235.35e-094.28e-0721
GO:003090112BreastIDCmidbrain development24/143490/187234.35e-082.87e-0624
GO:005138413BreastIDCresponse to glucocorticoid32/1434148/187236.52e-084.07e-0632
GO:000963613BreastIDCresponse to toxic substance44/1434262/187236.33e-073.00e-0544
GO:000941013BreastIDCresponse to xenobiotic stimulus62/1434462/187231.05e-052.88e-0462
GO:190165414BreastIDCresponse to ketone33/1434194/187231.17e-053.13e-0433
GO:00102691BreastIDCresponse to selenium ion6/143411/187236.59e-051.35e-036
GO:003249612BreastIDCresponse to lipopolysaccharide47/1434343/187237.13e-051.43e-0347
GO:007259313BreastIDCreactive oxygen species metabolic process36/1434239/187237.16e-051.43e-0336
GO:000223712BreastIDCresponse to molecule of bacterial origin49/1434363/187237.40e-051.47e-0349
GO:009730514BreastIDCresponse to alcohol36/1434253/187232.29e-043.64e-0336
GO:005138511BreastIDCresponse to mineralocorticoid10/143436/187232.70e-044.18e-0310
GO:005141211BreastIDCresponse to corticosterone7/143422/187239.31e-041.06e-027
GO:004274311BreastIDChydrogen peroxide metabolic process12/143458/187231.27e-031.35e-0212
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501224BreastIDCParkinson disease107/867266/84652.57e-398.36e-376.26e-37107
hsa050312BreastIDCAmphetamine addiction18/86769/84651.42e-041.36e-031.01e-0318
hsa0501234BreastIDCParkinson disease107/867266/84652.57e-398.36e-376.26e-37107
hsa050313BreastIDCAmphetamine addiction18/86769/84651.42e-041.36e-031.01e-0318
hsa0501243BreastDCISParkinson disease106/846266/84651.64e-395.29e-373.90e-37106
hsa0501253BreastDCISParkinson disease106/846266/84651.64e-395.29e-373.90e-37106
hsa05012211EsophagusESCCParkinson disease201/4205266/84651.56e-188.72e-174.46e-17201
hsa05012310EsophagusESCCParkinson disease201/4205266/84651.56e-188.72e-174.46e-17201
hsa0501214LiverCirrhoticParkinson disease158/2530266/84653.62e-246.02e-223.71e-22158
hsa00260LiverCirrhoticGlycine, serine and threonine metabolism22/253040/84657.85e-044.51e-032.78e-0322
hsa003802LiverCirrhoticTryptophan metabolism22/253042/84651.85e-038.37e-035.16e-0322
hsa003308LiverCirrhoticArginine and proline metabolism25/253050/84652.18e-039.41e-035.80e-0325
hsa0501215LiverCirrhoticParkinson disease158/2530266/84653.62e-246.02e-223.71e-22158
hsa002601LiverCirrhoticGlycine, serine and threonine metabolism22/253040/84657.85e-044.51e-032.78e-0322
hsa0038011LiverCirrhoticTryptophan metabolism22/253042/84651.85e-038.37e-035.16e-0322
hsa0033011LiverCirrhoticArginine and proline metabolism25/253050/84652.18e-039.41e-035.80e-0325
hsa0501222LiverHCCParkinson disease198/4020266/84659.40e-201.58e-178.76e-18198
hsa002602LiverHCCGlycine, serine and threonine metabolism28/402040/84653.28e-031.07e-025.93e-0328
hsa0033021LiverHCCArginine and proline metabolism33/402050/84656.28e-031.77e-029.83e-0333
hsa0501232LiverHCCParkinson disease198/4020266/84659.40e-201.58e-178.76e-18198
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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
MAOBSNVMissense_Mutationnovelc.421N>Ap.Glu141Lysp.E141KP27338protein_codingtolerated(0.17)benign(0.105)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
MAOBSNVMissense_Mutationc.878N>Tp.Ser293Leup.S293LP27338protein_codingdeleterious(0)probably_damaging(0.928)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MAOBSNVMissense_Mutationnovelc.989A>Gp.Asp330Glyp.D330GP27338protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAOBSNVMissense_Mutationc.215N>Ap.Ala72Aspp.A72DP27338protein_codingdeleterious(0)probably_damaging(0.978)TCGA-AR-A1AK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
MAOBSNVMissense_Mutationc.614N>Tp.Gly205Valp.G205VP27338protein_codingdeleterious(0)probably_damaging(0.999)TCGA-B6-A400-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MAOBSNVMissense_Mutationc.207N>Cp.Leu69Phep.L69FP27338protein_codingtolerated(0.09)possibly_damaging(0.716)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
MAOBSNVMissense_Mutationc.256N>Ap.Glu86Lysp.E86KP27338protein_codingtolerated(0.19)possibly_damaging(0.806)TCGA-LP-A5U2-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
MAOBSNVMissense_Mutationnovelc.593N>Cp.Ile198Thrp.I198TP27338protein_codingdeleterious(0)probably_damaging(0.995)TCGA-ZJ-AAXI-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
MAOBSNVMissense_Mutationnovelc.1195A>Tp.Thr399Serp.T399SP27338protein_codingtolerated(0.05)possibly_damaging(0.833)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MAOBSNVMissense_Mutationc.510C>Gp.Asn170Lysp.N170KP27338protein_codingtolerated(0.08)possibly_damaging(0.618)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<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
4129MAOBDRUGGABLE GENOME, ENZYMEPHENELZINEPHENELZINE
4129MAOBDRUGGABLE GENOME, ENZYMEPhenelzinePHENELZINE
4129MAOBDRUGGABLE GENOME, ENZYMEMETHAMPHETAMINEMETHAMPHETAMINE
4129MAOBDRUGGABLE GENOME, ENZYMEinhibitorCHEMBL2218887
4129MAOBDRUGGABLE GENOME, ENZYME4-hydroxybenzaldehyde4-HYDROXYBENZALDEHYDE
4129MAOBDRUGGABLE GENOME, ENZYMEPMID25399762-Compound-Table1-C5
4129MAOBDRUGGABLE GENOME, ENZYMECoumaricacid
4129MAOBDRUGGABLE GENOME, ENZYMEEthylvanillin
4129MAOBDRUGGABLE GENOME, ENZYMEP2B-001
4129MAOBDRUGGABLE GENOME, ENZYME4-Hydroxybenzylalcohol
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