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: MYL6

Gene summary for MYL6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYL6

Gene ID

4637

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

GO:0003008

UniProtAcc

P60660


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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
4637MYL6CA_HPV_1HumanCervixCC1.11e-03-1.30e-010.0264
4637MYL6CA_HPV_2HumanCervixCC6.54e-05-1.60e-010.0391
4637MYL6CA_HPV_3HumanCervixCC2.19e-02-3.12e-020.0414
4637MYL6CCI_1HumanCervixCC8.12e-48-1.53e+000.528
4637MYL6CCI_2HumanCervixCC1.42e-33-1.26e+000.5249
4637MYL6CCI_3HumanCervixCC7.78e-55-1.52e+000.516
4637MYL6CCII_1HumanCervixCC1.78e-62-1.32e+000.3249
4637MYL6TumorHumanCervixCC3.76e-04-1.30e-010.1241
4637MYL6sample3HumanCervixCC6.09e-25-1.81e-010.1387
4637MYL6H2HumanCervixHSIL_HPV4.56e-06-2.48e-010.0632
4637MYL6L1HumanCervixCC1.47e-03-2.52e-010.0802
4637MYL6T3HumanCervixCC3.30e-22-1.63e-010.1389
4637MYL6HTA11_3410_2000001011HumanColorectumAD2.89e-449.80e-010.0155
4637MYL6HTA11_2487_2000001011HumanColorectumSER2.77e-512.10e+00-0.1808
4637MYL6HTA11_2951_2000001011HumanColorectumAD3.83e-111.06e+000.0216
4637MYL6HTA11_1938_2000001011HumanColorectumAD2.99e-512.00e+00-0.0811
4637MYL6HTA11_78_2000001011HumanColorectumAD7.48e-169.07e-01-0.1088
4637MYL6HTA11_347_2000001011HumanColorectumAD2.73e-771.97e+00-0.1954
4637MYL6HTA11_411_2000001011HumanColorectumSER1.79e-193.17e+00-0.2602
4637MYL6HTA11_2112_2000001011HumanColorectumSER2.81e-242.30e+00-0.2196
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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
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:00075175ProstateBPHmuscle organ development71/3107327/187239.00e-033.84e-0271
GO:00075194ProstateBPHskeletal muscle tissue development37/3107155/187231.23e-024.93e-0237
GO:006053714ProstateTumormuscle tissue development107/3246403/187231.93e-063.34e-05107
GO:001470613ProstateTumorstriated muscle tissue development98/3246384/187232.96e-053.56e-0498
GO:000301214ProstateTumormuscle system process105/3246452/187237.44e-045.14e-03105
GO:003004815ProstateTumoractin filament-based movement36/3246127/187231.38e-038.62e-0336
GO:006053812ProstateTumorskeletal muscle organ development42/3246166/187235.98e-032.77e-0242
GO:000751713ProstateTumormuscle organ development74/3246327/187238.03e-033.54e-0274
GO:000751911ProstateTumorskeletal muscle tissue development39/3246155/187238.64e-033.75e-0239
GO:006053710SkinAKmuscle tissue development68/1910403/187232.18e-054.03e-0468
GO:00147069SkinAKstriated muscle tissue development62/1910384/187231.79e-042.06e-0362
GO:003004816SkinAKactin filament-based movement26/1910127/187234.11e-043.93e-0326
GO:00075177SkinAKmuscle organ development50/1910327/187232.38e-031.56e-0250
GO:00030129SkinAKmuscle system process64/1910452/187234.32e-032.52e-0264
GO:00605385SkinAKskeletal muscle organ development27/1910166/187239.93e-034.80e-0227
GO:006053717SkinSCCISmuscle tissue development43/919403/187231.50e-068.89e-0543
GO:001470616SkinSCCISstriated muscle tissue development38/919384/187233.33e-058.88e-0438
GO:000751715SkinSCCISmuscle organ development28/919327/187233.12e-032.83e-0228
GO:006053719ThyroidPTCmuscle tissue development156/5968403/187231.98e-031.06e-02156
GO:001470617ThyroidPTCstriated muscle tissue development144/5968384/187231.05e-024.22e-02144
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0453020CervixCCTight junction49/1267169/84651.87e-061.78e-051.05e-0549
hsa049218CervixCCOxytocin signaling pathway34/1267154/84651.12e-023.42e-022.02e-0234
hsa04530110CervixCCTight junction49/1267169/84651.87e-061.78e-051.05e-0549
hsa0492111CervixCCOxytocin signaling pathway34/1267154/84651.12e-023.42e-022.02e-0234
hsa04530ColorectumADTight junction76/2092169/84655.49e-099.69e-086.18e-0876
hsa045301ColorectumADTight junction76/2092169/84655.49e-099.69e-086.18e-0876
hsa045302ColorectumSERTight junction59/1580169/84653.24e-075.98e-064.34e-0659
hsa045303ColorectumSERTight junction59/1580169/84653.24e-075.98e-064.34e-0659
hsa045304ColorectumMSSTight junction66/1875169/84654.10e-076.25e-063.83e-0666
hsa045305ColorectumMSSTight junction66/1875169/84654.10e-076.25e-063.83e-0666
hsa045306ColorectumMSI-HTight junction31/797169/84652.08e-042.80e-032.35e-0331
hsa045307ColorectumMSI-HTight junction31/797169/84652.08e-042.80e-032.35e-0331
hsa045308ColorectumFAPTight junction60/1404169/84651.40e-099.33e-085.67e-0860
hsa04270ColorectumFAPVascular smooth muscle contraction33/1404134/84651.05e-023.74e-022.28e-0233
hsa045309ColorectumFAPTight junction60/1404169/84651.40e-099.33e-085.67e-0860
hsa042701ColorectumFAPVascular smooth muscle contraction33/1404134/84651.05e-023.74e-022.28e-0233
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
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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
MYL6SNVMissense_Mutationc.372A>Cp.Glu124Aspp.E124DP60660protein_codingdeleterious(0.04)possibly_damaging(0.821)TCGA-A8-A08O-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelPD
MYL6SNVMissense_Mutationc.397G>Cp.Glu133Glnp.E133QP60660protein_codingdeleterious(0.04)possibly_damaging(0.615)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
MYL6SNVMissense_Mutationrs747003745c.217N>Gp.Met73Valp.M73VP60660protein_codingtolerated(0.1)benign(0.015)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MYL6SNVMissense_Mutationnovelc.209T>Gp.Phe70Cysp.F70CP60660protein_codingdeleterious(0)probably_damaging(0.915)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
MYL6SNVMissense_Mutationrs372692919c.449N>Tp.Ser150Leup.S150LP60660protein_codingdeleterious(0.04)benign(0.003)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
MYL6SNVMissense_Mutationnovelc.42G>Tp.Glu14Aspp.E14DP60660protein_codingtolerated(0.23)benign(0.009)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
MYL6SNVMissense_Mutationc.337N>Gp.Leu113Valp.L113VP60660protein_codingdeleterious(0)probably_damaging(0.995)TCGA-33-4547-01Lunglung squamous cell carcinomaMale>=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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