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: MYL6B

Gene summary for MYL6B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYL6B

Gene ID

140465

Gene namemyosin light chain 6B
Gene AliasMLC1SA
Cytomap12q13.2
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

A0A024RB31


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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
140465MYL6BLZE7THumanEsophagusESCC2.27e-087.72e-010.0667
140465MYL6BLZE8THumanEsophagusESCC5.70e-062.55e-010.067
140465MYL6BLZE20THumanEsophagusESCC1.07e-028.50e-020.0662
140465MYL6BLZE22D1HumanEsophagusHGIN1.42e-033.56e-010.0595
140465MYL6BLZE22THumanEsophagusESCC3.16e-054.01e-010.068
140465MYL6BLZE24THumanEsophagusESCC2.01e-115.21e-010.0596
140465MYL6BP1T-EHumanEsophagusESCC1.24e-139.78e-010.0875
140465MYL6BP2T-EHumanEsophagusESCC5.10e-741.65e+000.1177
140465MYL6BP4T-EHumanEsophagusESCC4.65e-441.07e+000.1323
140465MYL6BP5T-EHumanEsophagusESCC2.63e-316.85e-010.1327
140465MYL6BP8T-EHumanEsophagusESCC1.18e-295.97e-010.0889
140465MYL6BP9T-EHumanEsophagusESCC1.28e-205.14e-010.1131
140465MYL6BP10T-EHumanEsophagusESCC8.09e-681.19e+000.116
140465MYL6BP11T-EHumanEsophagusESCC1.00e-117.50e-010.1426
140465MYL6BP12T-EHumanEsophagusESCC5.85e-541.23e+000.1122
140465MYL6BP15T-EHumanEsophagusESCC1.80e-296.94e-010.1149
140465MYL6BP16T-EHumanEsophagusESCC2.97e-501.03e+000.1153
140465MYL6BP17T-EHumanEsophagusESCC8.34e-176.88e-010.1278
140465MYL6BP19T-EHumanEsophagusESCC2.76e-111.21e+000.1662
140465MYL6BP20T-EHumanEsophagusESCC7.98e-297.18e-010.1124
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00605376EndometriumAEHmuscle tissue development83/2100403/187232.57e-081.50e-0683
GO:00147065EndometriumAEHstriated muscle tissue development75/2100384/187231.06e-063.62e-0575
GO:00300488EndometriumAEHactin filament-based movement31/2100127/187232.10e-054.14e-0431
GO:00030126EndometriumAEHmuscle system process78/2100452/187236.89e-051.06e-0378
GO:00075174EndometriumAEHmuscle organ development60/2100327/187238.19e-051.22e-0360
GO:0006936EndometriumAEHmuscle contraction59/2100347/187237.32e-046.99e-0359
GO:00702524EndometriumAEHactin-mediated cell contraction20/210097/187235.00e-033.14e-0220
GO:00605382EndometriumAEHskeletal muscle organ development30/2100166/187235.64e-033.46e-0230
GO:00075193EndometriumAEHskeletal muscle tissue development28/2100155/187237.35e-034.19e-0228
GO:006053713EndometriumEECmuscle tissue development82/2168403/187232.14e-079.38e-0682
GO:001470612EndometriumEECstriated muscle tissue development74/2168384/187236.64e-061.57e-0474
GO:003004814EndometriumEECactin filament-based movement31/2168127/187233.90e-056.56e-0431
GO:000301213EndometriumEECmuscle system process79/2168452/187231.16e-041.55e-0379
GO:000751712EndometriumEECmuscle organ development59/2168327/187233.49e-043.85e-0359
GO:00069361EndometriumEECmuscle contraction59/2168347/187231.57e-031.26e-0259
GO:007025212EndometriumEECactin-mediated cell contraction20/216897/187237.11e-034.07e-0220
GO:006053811EndometriumEECskeletal muscle organ development30/2168166/187238.78e-034.74e-0230
GO:00605379EsophagusHGINmuscle tissue development76/2587403/187232.67e-032.63e-0276
GO:00147068EsophagusHGINstriated muscle tissue development72/2587384/187233.94e-033.56e-0272
GO:006053716EsophagusESCCmuscle tissue development211/8552403/187233.84e-031.56e-02211
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0453026EndometriumAEHTight junction54/1197169/84651.99e-093.80e-082.78e-0854
hsa048144EndometriumAEHMotor proteins42/1197193/84652.41e-031.42e-021.04e-0242
hsa04530112EndometriumAEHTight junction54/1197169/84651.99e-093.80e-082.78e-0854
hsa0481411EndometriumAEHMotor proteins42/1197193/84652.41e-031.42e-021.04e-0242
hsa0453027EndometriumEECTight junction54/1237169/84656.56e-091.27e-079.46e-0854
hsa048142EndometriumEECMotor proteins42/1237193/84654.43e-032.39e-021.78e-0242
hsa0453036EndometriumEECTight junction54/1237169/84656.56e-091.27e-079.46e-0854
hsa048143EndometriumEECMotor proteins42/1237193/84654.43e-032.39e-021.78e-0242
hsa0453039EsophagusHGINTight junction40/1383169/84658.18e-034.71e-023.74e-0240
hsa04530115EsophagusHGINTight junction40/1383169/84658.18e-034.71e-023.74e-0240
hsa04530211EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
hsa04530310EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
hsa0453022LiverCirrhoticTight junction82/2530169/84652.14e-072.85e-061.76e-0682
hsa0453032LiverCirrhoticTight junction82/2530169/84652.14e-072.85e-061.76e-0682
hsa0453042LiverHCCTight junction110/4020169/84652.45e-062.28e-051.27e-05110
hsa0453052LiverHCCTight junction110/4020169/84652.45e-062.28e-051.27e-05110
hsa0453030Oral cavityOSCCTight junction102/3704169/84658.68e-063.93e-052.00e-05102
hsa04530114Oral cavityOSCCTight junction102/3704169/84658.68e-063.93e-052.00e-05102
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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
MYL6BSNVMissense_Mutationc.152N>Tp.Pro51Leup.P51LP14649protein_codingtolerated(0.05)probably_damaging(0.923)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
MYL6BSNVMissense_Mutationc.508N>Gp.Leu170Valp.L170VP14649protein_codingdeleterious(0)probably_damaging(0.998)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
MYL6BSNVMissense_Mutationc.397G>Ap.Ala133Thrp.A133TP14649protein_codingtolerated(0.73)benign(0.003)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MYL6BSNVMissense_Mutationrs779611293c.356N>Tp.Ser119Leup.S119LP14649protein_codingtolerated(0.22)benign(0.001)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
MYL6BSNVMissense_Mutationc.290N>Ap.Gly97Aspp.G97DP14649protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MYL6BSNVMissense_Mutationc.346N>Ap.Glu116Lysp.E116KP14649protein_codingdeleterious(0)benign(0.445)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MYL6BSNVMissense_Mutationnovelc.205N>Ap.Phe69Ilep.F69IP14649protein_codingdeleterious(0.05)possibly_damaging(0.59)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MYL6BSNVMissense_Mutationc.56A>Tp.Lys19Ilep.K19IP14649protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.916)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
MYL6BSNVMissense_Mutationc.571N>Ap.Asp191Asnp.D191NP14649protein_codingdeleterious(0.01)possibly_damaging(0.459)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
MYL6BSNVMissense_Mutationnovelc.570G>Tp.Glu190Aspp.E190DP14649protein_codingdeleterious(0.03)possibly_damaging(0.713)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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