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: MYNN

Gene summary for MYNN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYNN

Gene ID

55892

Gene namemyoneurin
Gene AliasOSZF
Cytomap3q26.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9NPC7


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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
55892MYNNP49T-EHumanEsophagusESCC7.95e-097.37e-010.1768
55892MYNNP52T-EHumanEsophagusESCC4.33e-319.39e-010.1555
55892MYNNP54T-EHumanEsophagusESCC1.88e-193.32e-010.0975
55892MYNNP56T-EHumanEsophagusESCC2.87e-131.08e+000.1613
55892MYNNP57T-EHumanEsophagusESCC3.68e-142.26e-010.0926
55892MYNNP61T-EHumanEsophagusESCC1.57e-203.93e-010.099
55892MYNNP62T-EHumanEsophagusESCC1.26e-568.79e-010.1302
55892MYNNP65T-EHumanEsophagusESCC2.21e-172.62e-010.0978
55892MYNNP74T-EHumanEsophagusESCC5.84e-317.96e-010.1479
55892MYNNP75T-EHumanEsophagusESCC1.32e-204.83e-010.1125
55892MYNNP76T-EHumanEsophagusESCC1.43e-204.05e-010.1207
55892MYNNP79T-EHumanEsophagusESCC5.00e-244.07e-010.1154
55892MYNNP80T-EHumanEsophagusESCC2.86e-491.47e+000.155
55892MYNNP82T-EHumanEsophagusESCC5.22e-073.91e-010.1072
55892MYNNP83T-EHumanEsophagusESCC2.51e-391.14e+000.1738
55892MYNNP84T-EHumanEsophagusESCC2.97e-075.96e-010.0933
55892MYNNP89T-EHumanEsophagusESCC9.11e-055.60e-010.1752
55892MYNNP91T-EHumanEsophagusESCC1.56e-076.96e-010.1828
55892MYNNP107T-EHumanEsophagusESCC1.03e-295.55e-010.171
55892MYNNP126T-EHumanEsophagusESCC4.76e-023.12e-010.1125
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:19908308EsophagusHGINcellular response to leukemia inhibitory factor23/258794/187233.92e-033.54e-0223
GO:19908238EsophagusHGINresponse to leukemia inhibitory factor23/258795/187234.51e-033.93e-0223
GO:199082316EsophagusESCCresponse to leukemia inhibitory factor60/855295/187234.41e-042.48e-0360
GO:199083015EsophagusESCCcellular response to leukemia inhibitory factor59/855294/187236.19e-043.32e-0359
GO:19908237Oral cavityOSCCresponse to leukemia inhibitory factor58/730595/187231.10e-051.14e-0458
GO:19908307Oral cavityOSCCcellular response to leukemia inhibitory factor57/730594/187231.75e-051.71e-0457
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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
MYNNSNVMissense_Mutationnovelc.94G>Ap.Glu32Lysp.E32KQ9NPC7protein_codingtolerated(0.15)benign(0.179)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
MYNNSNVMissense_Mutationc.190G>Tp.Asp64Tyrp.D64YQ9NPC7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A099-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
MYNNSNVMissense_Mutationc.1453N>Cp.Glu485Glnp.E485QQ9NPC7protein_codingtolerated(0.14)probably_damaging(0.996)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MYNNSNVMissense_Mutationc.1324C>Tp.Pro442Serp.P442SQ9NPC7protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AN-A04D-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MYNNSNVMissense_Mutationc.1395N>Ap.His465Glnp.H465QQ9NPC7protein_codingdeleterious(0)probably_damaging(0.992)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
MYNNSNVMissense_Mutationnovelc.1614N>Cp.Leu538Phep.L538FQ9NPC7protein_codingtolerated_low_confidence(1)benign(0.048)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
MYNNinsertionFrame_Shift_Insnovelc.541_542insATp.Lys181AsnfsTer25p.K181Nfs*25Q9NPC7protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MYNNinsertionFrame_Shift_Insnovelc.543_544insATTTATAp.Lys182IlefsTer16p.K182Ifs*16Q9NPC7protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MYNNdeletionFrame_Shift_Delnovelc.1119delNp.Val374SerfsTer57p.V374Sfs*57Q9NPC7protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
MYNNSNVMissense_Mutationnovelc.439N>Gp.Leu147Valp.L147VQ9NPC7protein_codingtolerated(0.33)possibly_damaging(0.899)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
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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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