Rory Maizels

@rorymaizels.bsky.social

Engineering cells to understand their decisions ESPOD Fellow @ebi.embl.org & @sangerinstitute.bsky.social (Saez-Rodriguez & Parts) lingering scientist @crick.ac.uk (Briscoe)

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

James Briscoe@jamesbriscoe.bsky.social · 6mo ago

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

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

James Briscoe@jamesbriscoe.bsky.social · 6mo ago

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

Our latest "Dynamic Landscape Analysis of Cell Fate Decisions: Predictive Models of Neural Development From Single-Cell Data" A rigorous mathematical foundation for Waddington's landscape to study cell fate decision making Applied to ventral neural tube development www.biorxiv.org/content/10.1...

Dynamic Landscape Analysis of Cell Fate Decisions: Predictive Models of Neural Development From Single-Cell Data

Building a mechanistic understanding of cell fate decisions remains a fundamental goal of developmental biology, with implications for stem cell therapies, regenerative medicine and understanding dise...

biorxiv.org