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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

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


Top

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
Page: 1 2 3 4 5 6 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:003070521LiverHCCcytoskeleton-dependent intracellular transport111/7958195/187233.25e-053.28e-04111
GO:000091011LiverHCCcytokinesis100/7958173/187233.38e-053.39e-04100
GO:0051646LiverHCCmitochondrion localization34/795850/187232.38e-041.79e-0334
GO:00995182LiverHCCvesicle cytoskeletal trafficking46/795873/187233.23e-042.28e-0346
GO:0000266LiverHCCmitochondrial fission28/795842/187231.35e-037.26e-0328
GO:0051654LiverHCCestablishment of mitochondrion localization20/795829/187233.61e-031.60e-0220
GO:0090140LiverHCCregulation of mitochondrial fission21/795832/187237.02e-032.80e-0221
GO:005165610Oral cavityOSCCestablishment of organelle localization239/7305390/187232.46e-193.31e-17239
GO:00482852Oral cavityOSCCorganelle fission265/7305488/187233.22e-121.27e-10265
GO:001082117Oral cavityOSCCregulation of mitochondrion organization97/7305144/187234.78e-121.83e-1097
GO:00516509Oral cavityOSCCestablishment of vesicle localization101/7305161/187238.79e-102.17e-08101
GO:000701520Oral cavityOSCCactin filament organization230/7305442/187231.37e-082.77e-07230
GO:00516489Oral cavityOSCCvesicle localization105/7305177/187233.30e-086.30e-07105
GO:003070510Oral cavityOSCCcytoskeleton-dependent intracellular transport113/7305195/187236.03e-081.09e-06113
GO:000091010Oral cavityOSCCcytokinesis97/7305173/187233.82e-064.51e-0597
GO:00995184Oral cavityOSCCvesicle cytoskeletal trafficking41/730573/187232.18e-039.95e-0341
GO:00513024Oral cavityOSCCregulation of cell division87/7305177/187233.75e-031.55e-0287
GO:00324652Oral cavityOSCCregulation of cytokinesis49/730592/187233.81e-031.57e-0249
GO:00516462Oral cavityOSCCmitochondrion localization28/730550/187231.10e-023.72e-0228
GO:00002661Oral cavityOSCCmitochondrial fission24/730542/187231.30e-024.34e-0224
Page: 1 2 3 4 5 6 7 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
Page: 1 2 3 4 5 6 7 8 9 

Top

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
Page: 1