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SeqMonk tools for methylation analysis Simon Andrews [email protected] @simon_andrews 1

SeqMonk tools for methylation analysis Simon Andrews [email protected] @simon_andrews 1

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Page 1: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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SeqMonk tools for methylation analysis

Simon [email protected]

@simon_andrews

Page 2: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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SeqMonk

Page 3: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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SeqMonk Data Model

• Conventional data (ChIP-Seq, RNA-Seq etc)– Data is reads (BAM files etc)– Strand indicates genomic strand

• BS-Seq and related data– Data is methylation calls– All ‘reads’ are 1bp in length– Strand indicates meth state (+=meth -=unmeth)– Original strand comes from the imported file

Page 4: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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Raw Data

Red = MethBlue = Unmeth

Page 5: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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Raw Data Display

View > Data Track Display

Page 6: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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Targeting MeasurementFeatures

Data > Define Probes > Feature Probe Generator

Page 7: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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Targeting MeasurementFixed Windows

Data > Define Probes > Running Window Generator

Page 8: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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Targeting MeasurementFixed number of calls

Data > Define Probes > Even Coverage Probe Generator

Page 9: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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Targeting MeasurementFixed number of call positions

Data > Define Probes > Read Position Probe Generator

Page 10: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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Methylation MeasurementSimple percentage of all calls

Data > Quantitate Existing Probes > Difference Quantitation

Page 11: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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Methylation MeasurementMore complex corrected measure

Data > Quantitation Pipelines > Bisulphite methylation over features

Page 12: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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Visualisation of quantitated methylation

View > Data Track Display

View > Set Data Zoom Level

Page 13: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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Distributions

Plots > Probe value histogram Plots > Cumulative Distribution Plot

Page 14: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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Comparisons

Plots > Scatter plot

Page 15: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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Trend Plots

Plots > Quantitation Trend Plot

Page 16: SeqMonk tools for methylation analysis Simon Andrews simon.andrews@babraham.ac.uk @simon_andrews 1

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Clustering

Plots > Hierarchical Clusters

Correlation based Euclidean