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:001470615EsophagusESCCstriated muscle tissue development197/8552384/187231.46e-024.74e-02197
GO:00605378Oral cavityOSCCmuscle tissue development185/7305403/187232.60e-031.14e-02185
GO:00147067Oral cavityOSCCstriated muscle tissue development174/7305384/187236.45e-032.40e-02174
GO:006053715Oral cavityEOLPmuscle tissue development77/2218403/187231.37e-052.31e-0477
GO:001470614Oral cavityEOLPstriated muscle tissue development72/2218384/187234.87e-056.43e-0472
GO:00605384Oral cavityEOLPskeletal muscle organ development35/2218166/187234.65e-044.08e-0335
GO:00075195Oral cavityEOLPskeletal muscle tissue development32/2218155/187231.15e-038.37e-0332
GO:00075176Oral cavityEOLPmuscle organ development57/2218327/187231.76e-031.15e-0257
GO:00030128Oral cavityEOLPmuscle system process71/2218452/187237.83e-033.73e-0271
GO:006053723Oral cavityNEOLPmuscle tissue development75/2005403/187231.22e-063.15e-0575
GO:001470621Oral cavityNEOLPstriated muscle tissue development69/2005384/187231.11e-052.06e-0469
GO:000751714Oral cavityNEOLPmuscle organ development56/2005327/187232.65e-042.70e-0356
GO:006053813Oral cavityNEOLPskeletal muscle organ development32/2005166/187237.05e-045.81e-0332
GO:000751912Oral cavityNEOLPskeletal muscle tissue development29/2005155/187231.97e-031.32e-0229
GO:003004810Oral cavityNEOLPactin filament-based movement24/2005127/187234.02e-032.29e-0224
GO:00605377ProstateBPHmuscle tissue development100/3107403/187231.35e-051.76e-04100
GO:00300489ProstateBPHactin filament-based movement38/3107127/187231.31e-041.18e-0338
GO:00147066ProstateBPHstriated muscle tissue development91/3107384/187231.90e-041.57e-0391
GO:00030127ProstateBPHmuscle system process103/3107452/187233.54e-042.62e-03103
GO:00605383ProstateBPHskeletal muscle organ development40/3107166/187238.09e-033.52e-0240
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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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