Yuval Simons

@yuvalsim.bsky.social

Assistant professor at the University of Chicago. Studying the population genetics of complex traits (mainly) and interested in using math to understand biology. Join my lab, where science is fun and traits are complex!

Why do schizophrenia GWAS signals look so flat across the genome? In our recent preprint, we explored why psychiatric disorders — and, more broadly, brain-related traits involving the central nervous system — appear to have unusual genetic architectures. 🧵1/n

Bild

Great perspective by @philipcball.bsky.social. Elementary genetics teaching (HS/college) focuses on Mendelian traits (single gene => single trait). However, it is now clear that polygenicity and pleiotropy are the norm. Curriculum must change accordingly. www.sciencedirect.com/science/arti...

Should biology put complexity first?

The dictum “Everything should be made as simple as possible, but no simpler” poses a problem for biology. How simply can it be told without doing dama…

sciencedirect.com

How do GWAS and rare variant burden tests rank gene signals? In new work @nature.com with @hakha.bsky.social, @jkpritch.bsky.social, and our wonderful coauthors we find that the key factors are what we call Specificity, Length, and Luck! 🧬🧪🧵 www.nature.com/articles/s41...

Specificity, length and luck drive gene rankings in association studies - Nature

Genetic association tests prioritize candidate genes based on different criteria.

nature.com

Why do complex traits differ in their genetic architecture? In our new PLOS Biology paper, we will try to convince you that two simple scaling laws drive differences in the number, effect sizes and frequencies of causal variants affecting complex traits. Thread: journals.plos.org/plosbiology/...

Simple scaling laws control the genetic architectures of human complex traits

Genome-wide association studies have revealed that the genetic architectures of complex traits vary widely. This study shows that differences in architectures of highly polygenic traits arise mainly f...

journals.plos.org

Population Biology Modeling & Theory (PBMT) is a peer-reviewed journal reporting advances in modeling and theory within population biology. Its scope spans demography, ecology, epidemiology, evolutionary biology, population genetics, and phylogenetics. PBMT will be online soon.

Why do males and females often differ in traits? The expected answer: selection. But our new paper in GENETICS shows that genetic drift alone can generate sexual dimorphism — even when male & female optima are the same

I heard in the elevator a graduate student joking about destroying their lab and starting over, and I was just thinking that the lab I did my PhD. in was actually completely destroyed this week.

My most recent preprint, currently working on revising (some review suggestions were very helpful!). This comes from my NSF PRFB postdoc project in Annalise Paaby’s lab, on C. elegans regulatory rules from doing the first (we think) ASE study in this system. www.biorxiv.org/content/10.1...

Stabilizing selection and adaptation shape cis and trans gene expression variation in C. elegans

An outstanding question in the evolution of gene expression is the relative influence of neutral processes versus natural selection, including adaptive change driven by directional selection as well a...

biorxiv.org

Excited to share a new preprint with @jnovembre.bsky.social ! We use a combination of population genetic theory, simulation, and data analysis to ask: how does study design in genetic studies (including biobanks) impact the discovery of rare, deleterious variants?

bioRxiv Genetics@biorxiv-genetic.bsky.social · 2y ago

Study design and the sampling of deleterious rare variants in biobank-scale datasets https://www.biorxiv.org/content/10.1101/2024.12.02.626424v1

A reminder for new folks. BlueSky does not have an algorithm to raise posts of interest. It is incumbent upon you to do so via reposting. Liking things only provides feedback to the poster but does not promote the post. The signal to noise ratio is taking a brief beating, so great to help curate.