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: MYBBP1A

Gene summary for MYBBP1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYBBP1A

Gene ID

10514

Gene nameMYB binding protein 1a
Gene AliasP160
Cytomap17p13.2
Gene Typeprotein-coding
GO ID

GO:0001503

UniProtAcc

Q9BQG0


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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
10514MYBBP1ALZE4THumanEsophagusESCC1.21e-021.99e-010.0811
10514MYBBP1ALZE7THumanEsophagusESCC2.96e-104.14e-010.0667
10514MYBBP1ALZE8THumanEsophagusESCC1.83e-051.49e-010.067
10514MYBBP1ALZE22THumanEsophagusESCC1.13e-021.89e-010.068
10514MYBBP1ALZE24THumanEsophagusESCC1.78e-072.68e-010.0596
10514MYBBP1ALZE6THumanEsophagusESCC1.46e-021.10e-010.0845
10514MYBBP1AP2T-EHumanEsophagusESCC1.03e-133.37e-010.1177
10514MYBBP1AP4T-EHumanEsophagusESCC2.35e-153.36e-010.1323
10514MYBBP1AP5T-EHumanEsophagusESCC7.06e-081.26e-010.1327
10514MYBBP1AP8T-EHumanEsophagusESCC3.46e-101.68e-010.0889
10514MYBBP1AP9T-EHumanEsophagusESCC4.50e-091.59e-010.1131
10514MYBBP1AP10T-EHumanEsophagusESCC8.33e-081.64e-010.116
10514MYBBP1AP11T-EHumanEsophagusESCC4.71e-052.32e-010.1426
10514MYBBP1AP12T-EHumanEsophagusESCC4.30e-122.79e-010.1122
10514MYBBP1AP15T-EHumanEsophagusESCC6.95e-142.01e-010.1149
10514MYBBP1AP16T-EHumanEsophagusESCC5.73e-224.65e-010.1153
10514MYBBP1AP17T-EHumanEsophagusESCC1.09e-033.67e-010.1278
10514MYBBP1AP20T-EHumanEsophagusESCC4.46e-153.60e-010.1124
10514MYBBP1AP21T-EHumanEsophagusESCC3.17e-204.64e-010.1617
10514MYBBP1AP22T-EHumanEsophagusESCC3.99e-183.03e-010.1236
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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
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
∗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:0022613111EsophagusESCCribonucleoprotein complex biogenesis365/8552463/187231.74e-491.11e-45365
GO:0042254111EsophagusESCCribosome biogenesis252/8552299/187233.27e-441.04e-40252
GO:0097193111EsophagusESCCintrinsic apoptotic signaling pathway222/8552288/187235.87e-282.02e-25222
GO:0006091110EsophagusESCCgeneration of precursor metabolites and energy331/8552490/187233.86e-238.45e-21331
GO:0045333110EsophagusESCCcellular respiration173/8552230/187234.53e-205.99e-18173
GO:0015980110EsophagusESCCenergy derivation by oxidation of organic compounds220/8552318/187231.20e-171.09e-15220
GO:0022900110EsophagusESCCelectron transport chain133/8552175/187232.18e-161.67e-14133
GO:0071496111EsophagusESCCcellular response to external stimulus215/8552320/187234.29e-152.43e-13215
GO:0072331111EsophagusESCCsignal transduction by p53 class mediator121/8552163/187239.61e-144.69e-12121
GO:0031668111EsophagusESCCcellular response to extracellular stimulus168/8552246/187234.93e-132.23e-11168
GO:0022904110EsophagusESCCrespiratory electron transport chain89/8552114/187231.36e-125.80e-1189
GO:0031669110EsophagusESCCcellular response to nutrient levels148/8552215/187234.58e-121.76e-10148
GO:0031667111EsophagusESCCresponse to nutrient levels289/8552474/187239.25e-123.47e-10289
GO:0009267110EsophagusESCCcellular response to starvation110/8552156/187232.63e-107.37e-09110
GO:004259419EsophagusESCCresponse to starvation133/8552197/187234.31e-101.14e-08133
GO:0072332111EsophagusESCCintrinsic apoptotic signaling pathway by p53 class mediator59/855276/187231.22e-082.42e-0759
GO:000164918EsophagusESCCosteoblast differentiation140/8552229/187231.63e-061.95e-05140
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:003292215EsophagusESCCcircadian regulation of gene expression48/855268/187232.76e-052.30e-0448
GO:00421492EsophagusESCCcellular response to glucose starvation36/855248/187233.43e-052.80e-0436
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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
MYBBP1ASNVMissense_Mutationnovelc.3713N>Ap.Pro1238Hisp.P1238HQ9BQG0protein_codingdeleterious(0.05)possibly_damaging(0.891)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
MYBBP1ASNVMissense_Mutationc.2338N>Ap.Glu780Lysp.E780KQ9BQG0protein_codingdeleterious(0.01)probably_damaging(0.983)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MYBBP1ASNVMissense_Mutationc.2288N>Cp.Val763Alap.V763AQ9BQG0protein_codingtolerated(0.06)probably_damaging(0.911)TCGA-AN-A0FZ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MYBBP1ASNVMissense_Mutationrs759177585c.449N>Gp.Val150Glyp.V150GQ9BQG0protein_codingdeleterious(0.01)benign(0.364)TCGA-AQ-A04H-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
MYBBP1ASNVMissense_Mutationrs141257590c.985N>Ap.Val329Metp.V329MQ9BQG0protein_codingdeleterious(0)possibly_damaging(0.627)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MYBBP1AdeletionFrame_Shift_Delnovelc.2341delCp.Leu781TrpfsTer6p.L781Wfs*6Q9BQG0protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
MYBBP1ASNVMissense_Mutationnovelc.929N>Ap.Gly310Aspp.G310DQ9BQG0protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MYBBP1ASNVMissense_Mutationc.3417G>Ap.Met1139Ilep.M1139IQ9BQG0protein_codingdeleterious(0)possibly_damaging(0.623)TCGA-DG-A2KL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
MYBBP1ASNVMissense_Mutationc.701N>Ap.Gly234Glup.G234EQ9BQG0protein_codingdeleterious(0)probably_damaging(1)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MYBBP1ASNVMissense_Mutationc.3929N>Tp.Ser1310Ilep.S1310IQ9BQG0protein_codingdeleterious_low_confidence(0)benign(0.153)TCGA-Q1-A73O-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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