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Well Plate Maker: a user-friendly randomized block design application to limit batch effects in large-scale biomedical studies
Author(s) -
Hélène Borges,
Anne-Marie Hesse,
Alexandra Kraut,
Yohann Couté,
Virginie Brun,
Thomas Bürger
Publication year - 2021
Publication title -
bioinformatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.599
H-Index - 390
eISSN - 1367-4811
pISSN - 1367-4803
DOI - 10.1093/bioinformatics/btab065
Subject(s) - scripting language , computer science , limit (mathematics) , bioconductor , block (permutation group theory) , scale (ratio) , sample (material) , interface (matter) , graphical user interface , data mining , mathematics , operating system , chemistry , mathematical analysis , biochemistry , physics , bubble , quantum mechanics , maximum bubble pressure method , gene , geometry , chromatography
Many factors can influence results in clinical research, in particular bias in the distribution of samples prior to biochemical preparation. Well Plate Maker is a user-friendly application to design single- or multiple-well plate assays. It allows multiple group experiments to be randomized and therefore helps to reduce possible batch effects. Although primarily fathered to optimize the design of clinical sample analysis by high throughput mass spectrometry (e.g. proteomics or metabolomics), it includes multiple options to limit edge-of-plate effects, to incorporate control samples or to limit cross-contamination. It thus fits the constraints of many experimental fields.

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