data analysis and interpretation - uab · 01/31/2014 11 results from xcms online 21 22 for in-depth...

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01/31/2014 1 Software Packages MetaboAnalyst XCMS 1 MetaboAnalyst 2.0 This is an online set of statistical tools http://www.metaboanalyst.ca/ First, create an Excel file for each sample containing three columns, the m/z of each metabolite, its retention time and the peak intensity Put the files for a group in a folder. Then zip the two folders On the MetaboAnalyst website, click on “Welcome, click here to start”

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01/31/2014

1

Software PackagesMetaboAnalyst

XCMS

1

MetaboAnalyst 2.0

• This is an online set of statistical tools

– http://www.metaboanalyst.ca/

• First, create an Excel file for each sample containing three columns, the m/z of each metabolite, its retention time and the peak intensity

• Put the files for a group in a folder.

• Then zip the two folders 

• On the MetaboAnalyst website, click on “Welcome, click here to start”

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2

Structure of Excel file for submission to MetaboAnalyst

MetaboAnalyst data entry

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3

Initial parameter setting

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4

Initial evaluation

More assessment of the data

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5

Data filtering

Data transformation and scaling

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6

Two‐fold change cutoff

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7

T‐test cutoff, p <0.05

Volcano plot

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8

Correlation matrix

Peaks differentiating Ctrl/OVEX

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9

PCA 2D‐plot

3D PCA plot

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10

PLSDA 2D‐plot

3D‐PLSDA plot

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11

Results from XCMS Online

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For in-depth statistical analysis and data interpretation, please make an appointment with a biostatistician.

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Thank you!