Evonne McArthur Profile picture
Feb 4, 2021 9 tweets 5 min read Read on X
Excited to present my first @capra_lab PhD project in today's @GeneticsSociety's @AJHGNews!!

Interested in #3Dgenome structure, complex trait #heritability, and/or evolutionary constraint?

cell.com/ajhg/fulltext/…

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By synthesizing topologically associating domain (TAD) maps across 37 diverse cell types with 41 genome-wide association studies (GWASs), we investigate the differences in disease association and evolutionary pressure on variation across the 3D genome landscape.

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We know that TAD boundary disruption by SV can lead to developmental disease and cancers. (Thus, selection acts against these SVs). 

But what about the relationship between common human variation in TAD boundaries (eg. SNPs) and associations with complex traits?

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We use S-LDSC to estimate common-trait heritability (h2) enrichment across the 3D genome landscape and find that TAD boundaries (regions flanking TADs) are largely enriched for h2 and are more evolutionarily conserved at the base-pair level.

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However, TAD boundaries are not all the same! We introduce a method for quantifying the stability of a TAD boundary across cell types and show that stable TAD boundaries are *further* enriched for trait h2 and evolutionary conservation (plus CTCF, housekeeping genes).

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Finally, we hypothesized that variation in boundaries influences certain traits more. We show that hematologic/immunologic traits are the most enriched for trait h2 at TAD boundaries. Maybe the 3D genome plays differing roles in the genetic architecture of different traits?!

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Please see the paper for more robust results, full figs, and discussion! We hope this provides another stepping stone towards understanding how specific genetic variants may affect 3D genome structure and disease risk in a cell-type-specific manner. Excited for the future!

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This would not have been possible without great conversations/community and publically available data/methods. Specific thanks to:

@VUMCgenetics @VanderbiltMSTP @capra_lab
@yuefeng_1 lab 3D genome browser
@bmneale lab UKB GWAS
Price/Finucane Lab S-LDSC
@genome_gov funding

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More from @EvonneMcArthur

Oct 7, 2022
Reflecting on today's fantastic #iMED2022, I am thrilled to share an app I've been creating to create high-quality🤓, collaborative🗺️, & dynamic 📈diagnostic #MedEd schemas!

Schematify App Here: diagnostic-schema.herokuapp.com
Video:
Check it out: 1/
Medical learning is all about the organization of a HUGE amount of (growing) knowledge😅

I loved the concept of a logical framework...but my handwriting, spelling and ability to hold onto paper documents is👎🙈

Plus, I wanted to be able to collaborate dynamically with YOU!🤩 2/ Schemas can help provide an...
Current tools (handwritten, PowerPoint, chart apps) all had their limitations and were not designed for medical trainees!

So I used @ThePSF #python 🐍with @plotlygraphs Dash and @Graphviz to develop a web tool that leverages the collaboration capabilities of @googlesheets 3/
Read 6 tweets
Feb 9, 2022
Ever wonder what the #3Dgenome folding🔺of a Neanderthal looked like?! Could it hold any clues as to where and why we have DNA 🧬and trait differences?

Check out our @capra_lab, Pollard lab & @gfudenberg lab collaboration @biorxivpreprint biorxiv.org/content/10.110…

1/8
Sadly, bc of ancient👴sample degradation, we've never explored the role of the 3D genome in archaic hominins like Neanderthals/Denisovans.

But lucky for us, new deep learning models can infer 3D genome structure from DNA sequence alone (like @gfudenberg & @drklly's Akita).

2/8
Using these models, we predict 3D contact maps across Neanderthal, Denisovan, and diverse modern human genomes.

We identify 167 distinct regions with diverged 3D genome organization between archaics and modern humans across the genome!

3/8
Read 9 tweets
Aug 6, 2021
As promised, here is my #tweetorial for our @capra_lab @NatureComms paper! Interested in complex trait #genetics, #heritability, #Evolution , or #Neanderthals ? 🧬

Paper: nature.com/articles/s4146…
"Behind the paper" article: natureecoevocommunity.nature.com/posts/uncoveri…

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We have examples of how Neanderthals gave Eurasians individual genetic variants that contribute to traits; however, most medically/evolutionarily relevant traits are complex, with contributions from thousands of parts of the genome. We wanted something more comprehensive...

2/
We use partitioned heritability to investigate the relationship between introgression and diverse traits. First, we show that genomic regions with Neanderthal ancestry are depleted of heritability for all traits considered, except those related to skin and hair.

3/ Image
Read 14 tweets

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