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How can we hope to understand organismal development when it is controlled by huge, complex networks of interacting genes? 
One option is to move away from molecular details and focus on learning representations and rules. Check out the new perspective from me and @jamesbriscoe.bsky.social
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Rory Maizels
New Perspective form Rory Maizels & me: "Gene regulatory networks: from correlative models to causal explanations" Gene regulatory networks are supposed to give us mechanistic explanations of development, so why are we drowning in 'hairballs' of statistical correlations? rdcu.be/e7zx7
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rdcu.be
Nature Reviews Genetics - In this Perspective, Maizels and Briscoe discuss the limitations of current models of gene regulatory networks and outline solutions to harness data abundance without...
Gene regulatory networks: from correlative models to causal explanations
James Briscoe