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: MYO18A

Gene summary for MYO18A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYO18A

Gene ID

399687

Gene namemyosin XVIIIA
Gene AliasMAJN
Cytomap17q11.2
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q92614


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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
399687MYO18ANAFLD1HumanLiverNAFLD1.27e-096.05e-01-0.04
399687MYO18AS41HumanLiverCirrhotic2.78e-033.37e-01-0.0343
399687MYO18AHCC1_MengHumanLiverHCC3.09e-10-4.09e-020.0246
399687MYO18AHCC2HumanLiverHCC1.88e-082.94e+000.5341
399687MYO18AS014HumanLiverHCC3.06e-042.87e-010.2254
399687MYO18AS015HumanLiverHCC6.99e-032.20e-010.2375
399687MYO18AS016HumanLiverHCC2.32e-042.28e-010.2243
399687MYO18AS027HumanLiverHCC2.51e-024.81e-010.2446
399687MYO18AS028HumanLiverHCC2.75e-196.41e-010.2503
399687MYO18AS029HumanLiverHCC4.66e-168.34e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:00481936LiverNAFLDGolgi vesicle transport66/1882296/187233.66e-109.30e-0866
GO:00071636LiverNAFLDestablishment or maintenance of cell polarity46/1882218/187238.80e-074.60e-0546
GO:00300106LiverNAFLDestablishment of cell polarity34/1882143/187231.41e-066.56e-0534
GO:0007030LiverNAFLDGolgi organization36/1882157/187231.76e-067.68e-0536
GO:00310326LiverNAFLDactomyosin structure organization41/1882196/187234.26e-061.66e-0441
GO:00512227LiverNAFLDpositive regulation of protein transport55/1882303/187231.07e-053.35e-0455
GO:19049517LiverNAFLDpositive regulation of establishment of protein localization55/1882319/187234.79e-051.14e-0355
GO:00069007LiverNAFLDvesicle budding from membrane17/188261/187237.31e-051.52e-0317
GO:00160505LiverNAFLDvesicle organization50/1882300/187232.42e-044.06e-0350
GO:0090161LiverNAFLDGolgi ribbon formation6/188213/187239.41e-041.12e-026
GO:0050764LiverNAFLDregulation of phagocytosis19/188295/187232.61e-032.41e-0219
GO:00355926LiverNAFLDestablishment of protein localization to extracellular region52/1882360/187234.80e-033.81e-0252
GO:00507147LiverNAFLDpositive regulation of protein secretion24/1882137/187234.89e-033.85e-0224
GO:0050766LiverNAFLDpositive regulation of phagocytosis14/188266/187235.28e-034.08e-0214
GO:00093066LiverNAFLDprotein secretion51/1882359/187237.17e-034.96e-0251
GO:004819311LiverCirrhoticGolgi vesicle transport153/4634296/187231.02e-236.43e-21153
GO:001605011LiverCirrhoticvesicle organization133/4634300/187237.35e-146.41e-12133
GO:000690012LiverCirrhoticvesicle budding from membrane41/463461/187233.12e-122.25e-1041
GO:190495112LiverCirrhoticpositive regulation of establishment of protein localization135/4634319/187233.20e-122.28e-10135
GO:005122212LiverCirrhoticpositive regulation of protein transport126/4634303/187236.85e-113.77e-09126
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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
MYO18ASNVMissense_Mutationnovelc.2520N>Gp.Ile840Metp.I840MQ92614protein_codingdeleterious(0)probably_damaging(0.96)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
MYO18ASNVMissense_Mutationc.1282N>Tp.Arg428Cysp.R428CQ92614protein_codingdeleterious(0.01)probably_damaging(0.967)TCGA-A2-A04P-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxolPD
MYO18ASNVMissense_Mutationc.4507N>Cp.Glu1503Glnp.E1503QQ92614protein_codingtolerated(0.48)benign(0.099)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
MYO18ASNVMissense_Mutationc.625N>Tp.Pro209Serp.P209SQ92614protein_codingtolerated_low_confidence(0.43)benign(0)TCGA-A8-A076-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
MYO18ASNVMissense_Mutationc.5254N>Gp.Gln1752Glup.Q1752EQ92614protein_codingtolerated(0.19)benign(0.247)TCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
MYO18ASNVMissense_Mutationc.2815N>Cp.Glu939Glnp.E939QQ92614protein_codingtolerated(0.09)benign(0.07)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MYO18ASNVMissense_Mutationnovelc.3789C>Gp.Ile1263Metp.I1263MQ92614protein_codingdeleterious(0.04)benign(0.216)TCGA-AC-A8OP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MYO18ASNVMissense_Mutationnovelc.5101G>Cp.Ala1701Prop.A1701PQ92614protein_codingtolerated(0.14)probably_damaging(1)TCGA-AN-A0G0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MYO18ASNVMissense_Mutationc.6161N>Tp.Ala2054Valp.A2054VQ92614protein_codingdeleterious_low_confidence(0.01)benign(0)TCGA-AR-A1AQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
MYO18ASNVMissense_Mutationnovelc.1865A>Gp.Asn622Serp.N622SQ92614protein_codingtolerated(0.46)benign(0.056)TCGA-B6-A0X0-01Breastbreast invasive carcinomaFemale<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
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