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: MYO1C

Gene summary for MYO1C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYO1C

Gene ID

4641

Gene namemyosin IC
Gene AliasMMI-beta
Cytomap17p13.3
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

O00159


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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
4641MYO1CHTA11_2487_2000001011HumanColorectumSER3.10e-231.13e+00-0.1808
4641MYO1CHTA11_1938_2000001011HumanColorectumAD2.03e-169.20e-01-0.0811
4641MYO1CHTA11_78_2000001011HumanColorectumAD1.71e-066.18e-01-0.1088
4641MYO1CHTA11_347_2000001011HumanColorectumAD7.76e-258.53e-01-0.1954
4641MYO1CHTA11_411_2000001011HumanColorectumSER2.95e-091.43e+00-0.2602
4641MYO1CHTA11_2112_2000001011HumanColorectumSER2.02e-121.34e+00-0.2196
4641MYO1CHTA11_3361_2000001011HumanColorectumAD8.06e-117.36e-01-0.1207
4641MYO1CHTA11_83_2000001011HumanColorectumSER5.68e-066.90e-01-0.1526
4641MYO1CHTA11_696_2000001011HumanColorectumAD6.80e-369.50e-01-0.1464
4641MYO1CHTA11_866_2000001011HumanColorectumAD3.82e-136.73e-01-0.1001
4641MYO1CHTA11_1391_2000001011HumanColorectumAD2.92e-188.96e-01-0.059
4641MYO1CHTA11_5212_2000001011HumanColorectumAD1.37e-057.19e-01-0.2061
4641MYO1CHTA11_546_2000001011HumanColorectumAD1.12e-035.61e-01-0.0842
4641MYO1CHTA11_866_3004761011HumanColorectumAD1.30e-033.04e-010.096
4641MYO1CHTA11_9408_2000001011HumanColorectumAD2.37e-048.96e-010.0451
4641MYO1CHTA11_8622_2000001021HumanColorectumSER9.54e-035.02e-010.0528
4641MYO1CHTA11_7663_2000001011HumanColorectumSER6.17e-047.35e-010.0131
4641MYO1CHTA11_10623_2000001011HumanColorectumAD3.05e-035.98e-01-0.0177
4641MYO1CHTA11_10711_2000001011HumanColorectumAD2.03e-055.19e-010.0338
4641MYO1CHTA11_7696_3000711011HumanColorectumAD4.70e-167.25e-010.0674
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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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:0007015ColorectumADactin filament organization167/3918442/187231.65e-167.94e-14167
GO:0032535ColorectumADregulation of cellular component size142/3918383/187231.74e-133.41e-11142
GO:1903829ColorectumADpositive regulation of cellular protein localization110/3918276/187234.58e-138.44e-11110
GO:1902903ColorectumADregulation of supramolecular fiber organization139/3918383/187232.01e-123.19e-10139
GO:0032970ColorectumADregulation of actin filament-based process142/3918397/187234.05e-125.90e-10142
GO:0110053ColorectumADregulation of actin filament organization108/3918278/187235.02e-126.98e-10108
GO:0008154ColorectumADactin polymerization or depolymerization90/3918218/187236.14e-128.23e-1090
GO:0032271ColorectumADregulation of protein polymerization94/3918233/187231.01e-111.29e-0994
GO:0030041ColorectumADactin filament polymerization81/3918191/187231.35e-111.69e-0981
GO:0051258ColorectumADprotein polymerization112/3918297/187231.85e-112.27e-09112
GO:0043254ColorectumADregulation of protein-containing complex assembly148/3918428/187232.64e-113.18e-09148
GO:0008064ColorectumADregulation of actin polymerization or depolymerization79/3918188/187234.17e-114.74e-0979
GO:0030833ColorectumADregulation of actin filament polymerization74/3918172/187234.50e-115.03e-0974
GO:0030832ColorectumADregulation of actin filament length79/3918189/187235.71e-116.27e-0979
GO:1902905ColorectumADpositive regulation of supramolecular fiber organization85/3918209/187235.95e-116.33e-0985
GO:0090150ColorectumADestablishment of protein localization to membrane100/3918260/187236.01e-116.33e-09100
GO:0032956ColorectumADregulation of actin cytoskeleton organization127/3918358/187231.03e-101.04e-08127
GO:0051495ColorectumADpositive regulation of cytoskeleton organization89/3918226/187231.61e-101.56e-0889
GO:0032273ColorectumADpositive regulation of protein polymerization62/3918138/187231.94e-101.76e-0862
GO:1905475ColorectumADregulation of protein localization to membrane73/3918175/187233.37e-102.93e-0873
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05130ColorectumADPathogenic Escherichia coli infection79/2092197/84651.05e-061.36e-058.65e-0679
hsa051301ColorectumADPathogenic Escherichia coli infection79/2092197/84651.05e-061.36e-058.65e-0679
hsa051302ColorectumSERPathogenic Escherichia coli infection60/1580197/84653.63e-054.31e-043.13e-0460
hsa051303ColorectumSERPathogenic Escherichia coli infection60/1580197/84653.63e-054.31e-043.13e-0460
hsa051308ColorectumFAPPathogenic Escherichia coli infection62/1404197/84651.37e-073.08e-061.87e-0662
hsa051309ColorectumFAPPathogenic Escherichia coli infection62/1404197/84651.37e-073.08e-061.87e-0662
hsa0513010ColorectumCRCPathogenic Escherichia coli infection47/1091197/84651.49e-053.84e-042.60e-0447
hsa0513011ColorectumCRCPathogenic Escherichia coli infection47/1091197/84651.49e-053.84e-042.60e-0447
hsa0513039EsophagusHGINPathogenic Escherichia coli infection54/1383197/84654.91e-056.15e-044.89e-0454
hsa05130115EsophagusHGINPathogenic Escherichia coli infection54/1383197/84654.91e-056.15e-044.89e-0454
hsa05130211EsophagusESCCPathogenic Escherichia coli infection142/4205197/84658.21e-111.06e-095.42e-10142
hsa05130310EsophagusESCCPathogenic Escherichia coli infection142/4205197/84658.21e-111.06e-095.42e-10142
hsa0513022LiverCirrhoticPathogenic Escherichia coli infection88/2530197/84656.48e-066.24e-053.84e-0588
hsa0513032LiverCirrhoticPathogenic Escherichia coli infection88/2530197/84656.48e-066.24e-053.84e-0588
hsa0513042LiverHCCPathogenic Escherichia coli infection129/4020197/84652.02e-072.50e-061.39e-06129
hsa0513052LiverHCCPathogenic Escherichia coli infection129/4020197/84652.02e-072.50e-061.39e-06129
hsa0513030Oral cavityOSCCPathogenic Escherichia coli infection129/3704197/84654.32e-105.17e-092.63e-09129
hsa05130114Oral cavityOSCCPathogenic Escherichia coli infection129/3704197/84654.32e-105.17e-092.63e-09129
hsa05130210Oral cavityLPPathogenic Escherichia coli infection87/2418197/84651.71e-061.78e-051.15e-0587
hsa0513038Oral cavityLPPathogenic Escherichia coli infection87/2418197/84651.71e-061.78e-051.15e-0587
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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
MYO1CSNVMissense_Mutationnovelc.1661G>Cp.Ser554Thrp.S554TO00159protein_codingtolerated(0.3)benign(0.14)TCGA-A7-A6VV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
MYO1CSNVMissense_Mutationc.2903N>Tp.Ser968Phep.S968FO00159protein_codingdeleterious(0.02)probably_damaging(0.981)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MYO1CSNVMissense_Mutationrs761399446c.2065C>Tp.Arg689Trpp.R689WO00159protein_codingdeleterious(0.01)possibly_damaging(0.892)TCGA-D8-A1XM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MYO1CSNVMissense_Mutationnovelc.3116C>Gp.Pro1039Argp.P1039RO00159protein_codingtolerated(0.42)benign(0.007)TCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
MYO1CSNVMissense_Mutationrs770632413c.1993N>Tp.Arg665Cysp.R665CO00159protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3660-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MYO1CSNVMissense_Mutationrs764512419c.2842G>Ap.Val948Ilep.V948IO00159protein_codingtolerated(0.23)benign(0.014)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MYO1CSNVMissense_Mutationc.2431N>Ap.His811Asnp.H811NO00159protein_codingtolerated(0.3)benign(0.001)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MYO1CSNVMissense_Mutationc.1727N>Ap.Ser576Asnp.S576NO00159protein_codingtolerated(0.34)benign(0.007)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MYO1CSNVMissense_Mutationc.2174C>Tp.Ala725Valp.A725VO00159protein_codingtolerated(0.3)benign(0.246)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MYO1CSNVMissense_Mutationc.1896A>Tp.Lys632Asnp.K632NO00159protein_codingdeleterious(0)probably_damaging(0.981)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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