plate image processing and analysis with R
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@christian-landry-2550
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@wolfgang-huber-3550
Last seen 5 weeks ago
EMBL European Molecular Biology Laborat…
Dear Christian, such a functionality could certainly be developed on top of EBImage, but I am not aware of any instances. If you have a rectangular grid, then maybe also some of the image analysis software that was developed for quantitating spotted microarray images could be adapted to your case? Please also note that .jpg may not always be ideal for quantitative analyses, you most likely want to avoid compression and want to use grey scale intensities that are proportional to what the CCD camera measured. Best wishes Wolfgang ------------------------------------------------------------------ Wolfgang Huber EBI/EMBL Cambridge UK http://www.ebi.ac.uk/huber > Hi, > > I am looking for a R library that would allow the analysis of images > of plates with colonies arranged on a regular grid on it, for > instance 32 rows X 48 columns or other densities. These are typically > used for large scale screen in yeast genetics and genomics where > different colonies are plated using a pin tool and growth rate are > estimated based on colony size or intensity from a .jpg image of the > plate. Has anyone seen this developed for R/Bioconductor? The > functions would serve to locate a grid on the plate and then extract > colony intensities or area, in an approach similar to the analysis of > microscopy screen available through EBIimage. > > Thanks for letting me know, > > Christian >
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As Wolfgang says, some of teh software designed for microarray analysis may be useful for this purpose. I used TIGR Spotfinder for some time. It's free and easy to use: http://www.tm4.org/spotfinder.html GenePix is also very good, in some ways it may be better. The grid-finding algorithm is great, although for teh sizes we're talking about here a manual approach would be okay. GenePix requires a license... but it's still functional without one, it just restricts the amount of data you can export. I think it's restricted to teh first 1000 spots, which would be enough for your purposes. http://www.moleculardevices.com/pages/software/gn_genepix_pro.html The sort of data these two tools provide varies, so you can check and see which one gives you more of what you want. Also, as Wolfgang said, I don't think I would want a JPEG image (8-bit resolution). It will work if you can't do better, but if you can capture a 16-bit image (typically TIFF format) that will be best. Incidentally, both Spotfinder and Genepix work with 16-bit TIFF files only... Jose Quoting Wolfgang Huber <huber at="" ebi.ac.uk="">: > Dear Christian, > > such a functionality could certainly be developed on top of EBImage, but > I am not aware of any instances. > > If you have a rectangular grid, then maybe also some of the image > analysis software that was developed for quantitating spotted microarray > images could be adapted to your case? > > Please also note that .jpg may not always be ideal for quantitative > analyses, you most likely want to avoid compression and want to use grey > scale intensities that are proportional to what the CCD camera measured. > > Best wishes > Wolfgang > > ------------------------------------------------------------------ > Wolfgang Huber EBI/EMBL Cambridge UK http://www.ebi.ac.uk/huber > > > >> Hi, >> >> I am looking for a R library that would allow the analysis of images >> of plates with colonies arranged on a regular grid on it, for >> instance 32 rows X 48 columns or other densities. These are typically >> used for large scale screen in yeast genetics and genomics where >> different colonies are plated using a pin tool and growth rate are >> estimated based on colony size or intensity from a .jpg image of the >> plate. Has anyone seen this developed for R/Bioconductor? The >> functions would serve to locate a grid on the plate and then extract >> colony intensities or area, in an approach similar to the analysis of >> microscopy screen available through EBIimage. >> >> Thanks for letting me know, >> >> Christian >> > > _______________________________________________ > Bioconductor mailing list > Bioconductor at stat.math.ethz.ch > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: > http://news.gmane.org/gmane.science.biology.informatics.conductor > > -- Dr. Jose I. de las Heras Email: J.delasHeras at ed.ac.uk The Wellcome Trust Centre for Cell Biology Phone: +44 (0)131 6513374 Institute for Cell & Molecular Biology Fax: +44 (0)131 6507360 Swann Building, Mayfield Road University of Edinburgh Edinburgh EH9 3JR UK -- The University of Edinburgh is a charitable body, registered in Scotland, with registration number SC005336.
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