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Per Gregersen
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@per-gregersen-660
Last seen 10.6 years ago
I have a 2 x 3 factorial cDNA microarray experiment which I would like
to analyse in Limma. I need, however, some advise on the constuction
of design and contrast matrices - which is not straightforward to
understand for a non-statistician, as I am.
The experiment comprise two wheat lines (A,B - transgenic and wild
type) with RNA samples harvested at 3 different time points (1,2,3 -
develomental stages). The hybridisation experiment has been conducted
as a circular loop: A1-->A2-->A3-->B3-->B2-->B1-->(and back to A1),
and in addition there is a dye swap between A2 and B2, to balance the
dyes. In total 8 arrays.
I am primarily interested in the main effect of the transgene and any
interaction effects between line and time. Secondarily, the main
effect of time is also of interest, i.e. which genes go up or down
between time1 and time2, and between time2 and time3 for both lines.
I hope, I can have some suggestions about the construction of design
and constrast matrices, in order to analyse these effects in the best
way.
Thanks.
Per Gregersen
Department of Plant Biology
Danish Institute of Agricultural Sciences
DK-4200 Slagelse, Denmark