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Big data and experimental biology: the complementary roles of hypothesis-led and blue skies research
1School of Molecular Cell Biology, College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow G12 8QQ, UK.
Abstract:
JEB has broadened its scope to include non-hypothesis-led research. In this Perspective, based on our lab's lived experience, I argue that this is excellent news, because truly novel insights can occur from 'blue skies' idea-led experiments. Hypothesis-led and hypothesis-free experimentation are not philosophically antagonistic; rather, the latter can provide a short-cut to an unbiased view of organism function, and is intrinsically hypothesis generating. Insights derived from hypothesis-free research are commonly obtained by the generation and analysis of big datasets - for example, by genetic screens - or from omics-led approaches (notably transcriptomics). Furthermore, meta-analyses of existing datasets can also provide a lower-cost means to formulating new hypotheses, specifically if researchers take advantage of the FAIR principles (findability, accessibility, interoperability and reusability) to access relevant, publicly available datasets. The broadened scope will thus bring new, original work and novel insights to our journal, by expanding the range of fundamental questions that can be asked.
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