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: MYO15B

Gene summary for MYO15B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYO15B

Gene ID

80022

Gene namemyosin XVB
Gene AliasMYO15BP
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

Q96JP2


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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
80022MYO15BHTA11_2487_2000001011HumanColorectumSER3.06e-075.66e-01-0.1808
80022MYO15BHTA11_696_2000001011HumanColorectumAD2.94e-031.03e-01-0.1464
80022MYO15BHTA11_866_2000001011HumanColorectumAD1.03e-072.44e-01-0.1001
80022MYO15BHTA11_866_3004761011HumanColorectumAD1.05e-032.38e-010.096
80022MYO15BHTA11_7696_3000711011HumanColorectumAD3.43e-041.80e-010.0674
80022MYO15BHTA11_6818_2000001011HumanColorectumAD2.34e-032.77e-010.0112
80022MYO15BHTA11_99999970781_79442HumanColorectumMSS1.78e-031.24e-010.294
80022MYO15BHTA11_99999971662_82457HumanColorectumMSS4.92e-032.12e-010.3859
80022MYO15BHTA11_99999973899_84307HumanColorectumMSS5.35e-033.39e-010.2585
80022MYO15BHTA11_99999974143_84620HumanColorectumMSS1.22e-062.00e-010.3005
80022MYO15BA002-C-021HumanColorectumFAP5.43e-031.98e-010.1171
80022MYO15BHCC2HumanLiverHCC6.35e-051.57e+000.5341
80022MYO15BS027HumanLiverHCC3.62e-119.53e-010.2446
80022MYO15BS028HumanLiverHCC1.81e-279.32e-010.2503
80022MYO15BS029HumanLiverHCC4.41e-239.15e-010.2581
80022MYO15BPat01-BHumanStomachGC6.71e-569.77e-010.5754
80022MYO15BPat02-BHumanStomachGC1.24e-153.22e-010.0368
80022MYO15BPat03-BHumanStomachGC7.68e-367.83e-010.3693
80022MYO15BPat06-BHumanStomachGC2.41e-071.15e-01-0.1961
80022MYO15BPat12-BHumanStomachGC8.70e-153.70e-010.0325
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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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
MYO15BSNVMissense_Mutationnovelc.4406N>Tp.Arg1469Leup.R1469Lprotein_codingtolerated(0.53)benign(0.129)TCGA-5T-A9QA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
MYO15BSNVMissense_Mutationnovelc.3919N>Ap.Val1307Ilep.V1307Iprotein_codingtolerated(1)benign(0.003)TCGA-A7-A3J0-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrazoleSD
MYO15BSNVMissense_Mutationrs141546083c.8839G>Ap.Ala2947Thrp.A2947Tprotein_codingpossibly_damaging(0.691)TCGA-E9-A6HE-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinCR
MYO15BSNVMissense_Mutationnovelc.4490N>Ap.Cys1497Tyrp.C1497Yprotein_codingdeleterious(0.03)possibly_damaging(0.715)TCGA-GM-A3XL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilCR
MYO15BSNVMissense_Mutationnovelc.6139N>Gp.Arg2047Glyp.R2047Gprotein_codingtolerated(0.25)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MYO15BSNVMissense_Mutationnovelc.7017N>Tp.Lys2339Asnp.K2339Nprotein_codingdeleterious(0)probably_damaging(0.982)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MYO15BSNVMissense_Mutationnovelc.4118N>Ap.Arg1373Hisp.R1373Hprotein_codingdeleterious(0.02)probably_damaging(0.993)TCGA-DG-A2KJ-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
MYO15BSNVMissense_Mutationnovelc.593C>Tp.Pro198Leup.P198Lprotein_codingtolerated_low_confidence(0.23)unknown(0)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MYO15BSNVMissense_Mutationc.8479N>Ap.Asp2827Asnp.D2827Nprotein_codingtolerated(0.12)probably_damaging(0.97)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MYO15BSNVMissense_Mutationrs763965624c.8566G>Ap.Ala2856Thrp.A2856Tprotein_codingtolerated(0.27)benign(0.007)TCGA-IR-A3LB-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
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