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: MYOF

Gene summary for MYOF

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYOF

Gene ID

26509

Gene namemyoferlin
Gene AliasFER1L3
Cytomap10q23.33
Gene Typeprotein-coding
GO ID

GO:0000768

UniProtAcc

Q9NZM1


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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
26509MYOFCA_HPV_3HumanCervixCC1.81e-057.25e-020.0414
26509MYOFN_HPV_1HumanCervixN_HPV1.32e-02-2.71e-010.0079
26509MYOFCCI_1HumanCervixCC7.68e-121.31e+000.528
26509MYOFCCI_2HumanCervixCC4.01e-047.37e-010.5249
26509MYOFTumorHumanCervixCC1.79e-042.37e-010.1241
26509MYOFsample3HumanCervixCC4.07e-143.36e-010.1387
26509MYOFT3HumanCervixCC3.28e-113.21e-010.1389
26509MYOFHTA11_3410_2000001011HumanColorectumAD2.61e-083.23e-010.0155
26509MYOFHTA11_2487_2000001011HumanColorectumSER1.71e-055.28e-01-0.1808
26509MYOFHTA11_1938_2000001011HumanColorectumAD1.29e-241.06e+00-0.0811
26509MYOFHTA11_78_2000001011HumanColorectumAD2.63e-158.48e-01-0.1088
26509MYOFHTA11_347_2000001011HumanColorectumAD7.63e-237.81e-01-0.1954
26509MYOFHTA11_411_2000001011HumanColorectumSER1.51e-071.22e+00-0.2602
26509MYOFHTA11_696_2000001011HumanColorectumAD4.28e-259.22e-01-0.1464
26509MYOFHTA11_866_2000001011HumanColorectumAD1.42e-105.01e-01-0.1001
26509MYOFHTA11_1391_2000001011HumanColorectumAD3.35e-219.92e-01-0.059
26509MYOFHTA11_5212_2000001011HumanColorectumAD3.11e-056.93e-01-0.2061
26509MYOFHTA11_546_2000001011HumanColorectumAD5.20e-033.71e-01-0.0842
26509MYOFHTA11_866_3004761011HumanColorectumAD1.24e-023.30e-010.096
26509MYOFHTA11_7696_3000711011HumanColorectumAD2.38e-064.05e-010.0674
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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
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:004206010CervixCCwound healing109/2311422/187231.84e-141.57e-11109
GO:00426924CervixCCmuscle cell differentiation69/2311384/187238.12e-047.09e-0369
GO:0000768CervixCCsyncytium formation by plasma membrane fusion15/231155/187232.14e-031.54e-0215
GO:0140253CervixCCcell-cell fusion15/231155/187232.14e-031.54e-0215
GO:00069491CervixCCsyncytium formation15/231157/187233.13e-032.05e-0215
GO:00511464CervixCCstriated muscle cell differentiation50/2311283/187235.53e-033.19e-0250
GO:00070092CervixCCplasma membrane organization28/2311142/187237.85e-034.14e-0228
GO:004206025CervixN_HPVwound healing28/534422/187233.37e-058.58e-0428
GO:0042060ColorectumADwound healing128/3918422/187232.73e-067.89e-05128
GO:00420601ColorectumSERwound healing97/2897422/187232.69e-057.30e-0497
GO:0007009ColorectumSERplasma membrane organization36/2897142/187231.50e-031.62e-0236
GO:0003012ColorectumSERmuscle system process92/2897452/187232.98e-032.63e-0292
GO:00420602ColorectumMSSwound healing119/3467422/187235.93e-072.24e-05119
GO:00030121ColorectumMSSmuscle system process105/3467452/187236.39e-034.26e-02105
GO:00420604ColorectumFAPwound healing99/2622422/187239.50e-086.33e-0699
GO:00030122ColorectumFAPmuscle system process89/2622452/187234.63e-045.39e-0389
GO:00070091ColorectumFAPplasma membrane organization31/2622142/187237.20e-034.38e-0231
GO:004206016EndometriumAEHwound healing91/2100422/187234.85e-104.61e-0891
GO:00030126EndometriumAEHmuscle system process78/2100452/187236.89e-051.06e-0378
GO:00426925EndometriumAEHmuscle cell differentiation68/2100384/187238.88e-051.30e-0368
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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
MYOFSNVMissense_Mutationnovelc.1168N>Cp.Asp390Hisp.D390HQ9NZM1protein_codingdeleterious(0.01)probably_damaging(0.975)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
MYOFSNVMissense_Mutationrs557119618c.409N>Ap.Gly137Argp.G137RQ9NZM1protein_codingtolerated(0.26)possibly_damaging(0.587)TCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
MYOFSNVMissense_Mutationrs543442746c.3424N>Tp.Arg1142Cysp.R1142CQ9NZM1protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MYOFSNVMissense_Mutationnovelc.1682N>Gp.Asp561Glyp.D561GQ9NZM1protein_codingdeleterious(0)benign(0.301)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MYOFSNVMissense_Mutationc.5507N>Cp.Arg1836Thrp.R1836TQ9NZM1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MYOFSNVMissense_Mutationrs369733924c.6088G>Ap.Gly2030Serp.G2030SQ9NZM1protein_codingtolerated(0.26)benign(0.132)TCGA-E9-A1NA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
MYOFSNVMissense_Mutationc.5757N>Gp.Cys1919Trpp.C1919WQ9NZM1protein_codingdeleterious(0)probably_damaging(1)TCGA-E9-A244-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
MYOFSNVMissense_Mutationnovelc.4985N>Gp.Ser1662Cysp.S1662CQ9NZM1protein_codingdeleterious(0.01)possibly_damaging(0.653)TCGA-E9-A3X8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphaneCR
MYOFSNVMissense_Mutationc.2564G>Cp.Gly855Alap.G855AQ9NZM1protein_codingtolerated(0.06)probably_damaging(0.999)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MYOFinsertionNonsense_Mutationnovelc.4612_4613insTATGAGTCCAGATATTACAGAGAGTCCTTGAGTGCTTGTGTGTTp.Pro1538LeufsTer2p.P1538Lfs*2Q9NZM1protein_codingTCGA-AN-A0FF-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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