There is a reason I have consciously stayed clear of training and using large AI models in biology before understanding precisely how & what smaller incarnations learn. Here is the fundamental problem 1/
Nice to see ultra-short term EU labeling applied for #singlecell RNA dynamics, revealing intergenic transcription.
With 1h labeling coupled to ATAC and #CRISPR perturbations, we traced gene-regulatory dynamics during cell state transitions. Check out scFluent-seq and PerturbFate!
@iannuttall @aipreneur_j Did they ever implement screen/tmux comparability? … last I tried I couldn’t tmux into new sessions which made it a bit useless for my workflow
our work on the molecular differences between transcription factor isoforms is out now in @MolecularCell!
key point: 2/3rds of TF isos differ in important properties like DNA binding & transcriptional activity
many are "negative regulators" that are misexpressed in cancer
I'm super happy to now be able to share the published version of our paper at @ScienceAdvances showing that:
1) active histone mods occur independently of transcription
2) transcription coordinates histone deacetylation at active promoters
https://t.co/UOcOHN1k7A
[SAVE THE DATE] MLCB 2025 is happening Sep 10-11 at the NY Genome Center—NYC!
Attend the premier conference at the intersection of ML & Bio, share your research and make lasting connections!
Submission deadline: Jun 1
Details: https://t.co/yI9YZV676c
Spread the word—please RT!
Reliable amplification of highly repetitive or low complexity sequence DNA enabled by superhelicase-mediated isothermal amplification https://t.co/B0JUauiGQK
Brilliant hard work to create a benchmarking framework to show convincingly that the whole field of gene expression forecasting (perturbation predictions) has deep problems (as shown by several other recent benchmarks), especially the fancy single cell foundation models. 1/
A great collaboration with the ML team here at Genentech. Happy to see this pre-print out: https://t.co/QTpIkcLE5H (@lal_avantika @gokcen@suragnair and many others)
Excited for 1st paper from our lab - led by the amazing @RyanKrue in collab. with @BrennerGroup1.
How do we design intrinsically disordered proteins (IDPs) that lack a stable structure and are continuously shapeshifting for different target functions?
https://t.co/OjIpmOGyZ1