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: MYO19

Gene summary for MYO19

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYO19

Gene ID

80179

Gene namemyosin XIX
Gene AliasMYOHD1
Cytomap17q12
Gene Typeprotein-coding
GO ID

GO:0000266

UniProtAcc

A0A024R0S9


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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
80179MYO19CCI_1HumanCervixCC1.94e-057.41e-010.528
80179MYO19CCI_3HumanCervixCC8.20e-076.05e-010.516
80179MYO19sample3HumanCervixCC6.37e-072.58e-010.1387
80179MYO19T3HumanCervixCC1.10e-062.36e-010.1389
80179MYO19LZE2THumanEsophagusESCC5.71e-044.02e-010.082
80179MYO19LZE4THumanEsophagusESCC8.31e-061.39e-010.0811
80179MYO19LZE7THumanEsophagusESCC6.51e-145.56e-010.0667
80179MYO19LZE8THumanEsophagusESCC4.28e-048.05e-020.067
80179MYO19LZE21D1HumanEsophagusHGIN1.13e-032.66e-010.0632
80179MYO19LZE22D1HumanEsophagusHGIN4.99e-041.74e-010.0595
80179MYO19LZE24THumanEsophagusESCC1.90e-132.60e-010.0596
80179MYO19LZE21THumanEsophagusESCC3.47e-045.02e-010.0655
80179MYO19LZE6THumanEsophagusESCC1.38e-042.17e-010.0845
80179MYO19P1T-EHumanEsophagusESCC6.70e-094.92e-010.0875
80179MYO19P2T-EHumanEsophagusESCC3.35e-102.32e-010.1177
80179MYO19P4T-EHumanEsophagusESCC2.83e-194.17e-010.1323
80179MYO19P5T-EHumanEsophagusESCC6.46e-194.71e-010.1327
80179MYO19P8T-EHumanEsophagusESCC3.27e-143.59e-010.0889
80179MYO19P9T-EHumanEsophagusESCC1.35e-224.68e-010.1131
80179MYO19P10T-EHumanEsophagusESCC2.23e-264.72e-010.116
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:000701510CervixCCactin filament organization109/2311442/187234.92e-132.45e-10109
GO:00516567CervixCCestablishment of organelle localization76/2311390/187233.17e-055.21e-0476
GO:00108218CervixCCregulation of mitochondrion organization34/2311144/187231.27e-041.58e-0334
GO:00513021CervixCCregulation of cell division39/2311177/187232.05e-042.33e-0339
GO:00009107CervixCCcytokinesis37/2311173/187235.40e-045.23e-0337
GO:00300487CervixCCactin filament-based movement29/2311127/187236.91e-046.33e-0329
GO:00307057CervixCCcytoskeleton-dependent intracellular transport40/2311195/187237.92e-046.99e-0340
GO:0032465CervixCCregulation of cytokinesis22/231192/187231.55e-031.20e-0222
GO:00516541CervixCCestablishment of mitochondrion localization10/231129/187231.74e-031.31e-0210
GO:00995157CervixCCactin filament-based transport8/231121/187232.44e-031.71e-028
GO:00300507CervixCCvesicle transport along actin filament7/231119/187235.65e-033.25e-027
GO:00516461CervixCCmitochondrion localization13/231150/187236.42e-033.58e-0213
GO:00482851CervixCCorganelle fission78/2311488/187239.70e-034.79e-0278
GO:005165616EsophagusHGINestablishment of organelle localization90/2587390/187234.27e-071.94e-0590
GO:001082119EsophagusHGINregulation of mitochondrion organization42/2587144/187231.20e-064.68e-0542
GO:000091015EsophagusHGINcytokinesis44/2587173/187233.26e-058.32e-0444
GO:003070517EsophagusHGINcytoskeleton-dependent intracellular transport45/2587195/187233.07e-045.15e-0345
GO:005165010EsophagusHGINestablishment of vesicle localization35/2587161/187233.89e-033.54e-0235
GO:00516542EsophagusHGINestablishment of mitochondrion localization10/258729/187234.07e-033.65e-0210
GO:005164810EsophagusHGINvesicle localization37/2587177/187236.03e-034.87e-0237
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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
MYO19SNVMissense_Mutationrs532830674c.2585G>Ap.Arg862Hisp.R862HQ96H55protein_codingtolerated(0.17)benign(0.012)TCGA-A8-A096-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MYO19SNVMissense_Mutationrs765344804c.2794N>Tp.Arg932Trpp.R932WQ96H55protein_codingdeleterious(0.03)benign(0.332)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
MYO19insertionFrame_Shift_Insnovelc.2809_2810insTGGTp.Cys937LeufsTer4p.C937Lfs*4Q96H55protein_codingTCGA-B6-A0RG-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MYO19insertionFrame_Shift_Insnovelc.2807_2808insTTCCGCATTAAATGCAGTAACAGATACCAGTTp.Cys937SerfsTer33p.C937Sfs*33Q96H55protein_codingTCGA-B6-A0RG-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MYO19SNVMissense_Mutationnovelc.2006N>Gp.Tyr669Cysp.Y669CQ96H55protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MYO19SNVMissense_Mutationnovelc.1691N>Gp.Asp564Glyp.D564GQ96H55protein_codingtolerated(0.25)possibly_damaging(0.87)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MYO19SNVMissense_Mutationnovelc.1588N>Ap.Val530Metp.V530MQ96H55protein_codingtolerated(0.14)benign(0.022)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MYO19SNVMissense_Mutationrs369381777c.584N>Ap.Arg195Hisp.R195HQ96H55protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MYO19SNVMissense_Mutationrs766865716c.670N>Gp.Arg224Glyp.R224GQ96H55protein_codingdeleterious(0)probably_damaging(1)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MYO19SNVMissense_Mutationrs776257543c.2270G>Ap.Arg757Hisp.R757HQ96H55protein_codingdeleterious(0)probably_damaging(0.915)TCGA-EK-A3GK-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
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