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Question: Pathview results interpretation
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gravatar for Aurora
8 months ago by
Aurora10
Aurora10 wrote:

Good morning !

I have kegg pathway modification results thanks to pathview but I don't know how to interpret it.

A rectangle corresponds to a gene ? A rectangle can be both green and red, what does it mean according to its regulation ? Why does the lengend values always go from -1 to 1 ? How can I interepret a figure to know if the pathway is up or down regulated in a specific comparaisonĀ  as some rectangles areĀ  higlited greeen and others red ?

Thank you for your help

pathview interpretation • 168 views
ADD COMMENTlink written 8 months ago by Aurora10

It would have been helpful if you also posted your code and/or graph, because now we have to *assume* the things you did... Anyway, if I plot/overlay my gene expression data using pathview, rectangles correspond indeed to genes/enzymes. If you plot fold changes, red is 'increased', and green is 'decreased'. If in a pathway some genes/rectangles are red, and others are green, this thus means that these genes are oppositely regulated. What this regarding pathway activity /biological perspective is up to interpretation from your side and might not be straight-forward; for example if an inhibitor is decreased this may result in increased activity.... When you have a rectangle that has multiple colors (example here) this usually means you have overlaid data form multiple experiments (e.g. time points, treatments) in the same plot (but again without your code it is impossible to say). The legend values always go from -1 to 1, because these are the default settings. Please note that in pathview the color-coded values are original and not standardized. The color key gives the range, values beyond that range are converted to the closest extreme, i.e. values>1 converted to 1, and values< -1 converted to -1. Please check arguments limit, low, mid, high in pathview documentation.

ADD REPLYlink modified 8 months ago • written 8 months ago by Guido Hooiveld2.4k
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