Scott Adamson

@sadamson.bsky.social

Post-doc studying genetics and post-transcriptional gene regulation. Outdoor hobbyist, sports fan, and amateur critter photographer.

New paper! How do RNAs "know" where to go inside a cell? We dug into the sequence elements that route RNAs to the right place. It turns out that, in mammals, they're surprisingly massive (>200 nt), multipartite, and wonderfully complicated. 🧵

Very excited that our most significant work, a collaboration w/ Dr. Can Cenik at UT Austin on translational gene regulation, was finally published in Nature Biotechnology in a dual set of studies: Paper 1 -- an AI model trained to predict translation rates from mRNA sequences: rdcu.be/exN1l

Predicting the translation efficiency of messenger RNA in mammalian cells

Nature Biotechnology - A deep convolutional neural network model predicts the influence of the full-length mRNA sequence on translation efficiency.

url.de.m.mimecastprotect.com

Excited to share our first foray into (noncoding) rare variant association testing: a probabilistic model that learns functional annotation importance and finds associations missed by existing methods. Anjali did a fantastic job with model assessment and scaling! www.medrxiv.org/content/10.1...

Leveraging functional annotations to map rare variants associated with Alzheimer's disease with gruyere

The increasing availability of whole-genome sequencing (WGS) has begun to elucidate the contribution of rare variants (RVs), both coding and non-coding, to complex disease. Multiple RV association tes...

medrxiv.org

New preprint alert! EuPRI has everything: * New binding data (174 RBPs) * New motifs (34,000 RBPs) * New ML for inferring motifs from protein sequence (JPLE) * Evolution of RBP motifs across eukaryotes * 12 Plant RBPs assigned PTR function. Stay tuned for more www.biorxiv.org/content/10.1...

Reconstructing the sequence specificities of RNA-binding proteins across eukaryotes

RNA-binding proteins (RBPs) are key regulators of gene expression. Here, we introduce EuPRI (Eukaryotic Protein-RNA Interactions) — a freely available resource of RNA motifs for 34,736 RBPs from 690 e...

biorxiv.org