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Posts by Andrew Marderstein

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Population-scale sequencing resolves determinants of persistent EBV DNA - Nature Population-scale WGS reveals genetic determinants of persistent EBV DNA, linking immune regulation—especially antigen processing and MHC class II variation—to EBV persistence and heterogeneous di...

Today in @nature.com, we describe how discarded reads in biobank-scale WGS can help resolve the genetic predictors and consequences of Epstein-Barr Virus (EBV) infection.

Wonderful working with @ryandhindsa.bsky.social @sherrynyeo.bsky.social @erinmayc.bsky.social

www.nature.com/articles/s41...

2 months ago 77 26 4 8
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@jengreitz.bsky.social l & my lab want to co-hire a computational biologist/biostatistician with project management expertise to help map the regulatory code of the human genome and discover genetic mechanisms of disease.

Details below
careersearch.stanford.edu/jobs/computa...

Plz RT

8 months ago 54 59 1 1
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Saturation genome editing of BRCA1 across cell types accurately resolves cancer risk Germline pathogenic BRCA1 variants predispose women to breast and ovarian cancer. Despite accumulation of functional evidence for variants in BRCA1 , over half of reported single-nucleotide variants (...

Our latest research is out today on ‪@medrxivpreprint.bsky.social:

www.medrxiv.org/content/10.1...

Saturation genome editing of BRCA1 across cell types accurately resolves cancer risk.

Led by the amazing Phoebe Dace. This one’s packed full of data, so check out the paper. Quick highlights… 🧵 1/n

8 months ago 69 21 1 1
the treasure trove of all sequencing datasets

the treasure trove of all sequencing datasets

Excited to share a new preprint from the lab with @ryandhindsa.bsky.social ! www.biorxiv.org/content/10.1...

Led by @sherrynyeo.bsky.social, @erinmayc.bsky.social, and friends, we continue our journey to find viral DNA in our favorite place-- the overlooked and discarded reads in existing data! 1/

8 months ago 73 38 1 5
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🚨New preprint just dropped 🚨
medrxiv.org/content/10.1101/2025.06.24.25330216
The main output from my PhD is finally public and we’re SUPER excited about the findings! If you’re interested in what we learnt about IBD with a massive 700+ sample sc-eQTL dataset of the gut, read on!

9 months ago 38 14 1 2

Had a lot of fun writing this “tools of the trade” highlight for our Variant-EFFECTS technology. Check it out! 🛠️

10 months ago 13 7 0 1
Standard methods are equivalent to a flashlight, looking at each gene independently. We combine signals from multiple genes, turning a floodlight onto the genome.

Standard methods are equivalent to a flashlight, looking at each gene independently. We combine signals from multiple genes, turning a floodlight onto the genome.

Excited to share my first PhD paper in the @sbmontgom.bsky.social lab with @tamigj.bsky.social (www.biorxiv.org/content/10.1...)! Standard QTL methods treat each gene independently. But what if a single variant regulates multiple nearby genes at once - what we call “allelic proxitropy”? 🧵 ⬇️

10 months ago 91 33 6 4

Huge congrats Jeff!

10 months ago 2 0 0 0
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Mapping the regulatory effects of common and rare non-coding variants across cellular and developmental contexts in the brain and heart Whole genome sequencing has identified over a billion non-coding variants in humans, while GWAS has revealed the non-coding genome as a significant contributor to disease. However, prioritizing causal...

Mapping the regulatory effects of common and rare non-coding variants across cellular and developmental contexts in the brain and heart

www.biorxiv.org/content/10.1...

1 year ago 7 1 1 0
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the word irony is written on a white background ALT: the word irony is written on a white background

I have been trying to find the time to move away from the polical hellscape we find ourselves in to finish and share a bluetorial about science.

This helps me remember what this is all about.

Ironically, it is about the treatment of pain.

1 year ago 332 90 10 35

Excited to see this out, and really thankful for @anshulkundaje.bsky.social @sbmontgom.bsky.social and everyone in both of their labs who contributed to this work to make it possible!

1 year ago 5 2 1 0

This was a really fun collaboration with @amarderstein.bsky.social where we explored some of the interesting relationships between context-specific non-coding variant effects, disease, and evolution using deep learning models of chromatin accessibility in the brain and heart.

1 year ago 15 8 1 0
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Mapping the regulatory effects of common and rare non-coding variants across cellular and developmental contexts in the brain and heart Whole genome sequencing has identified over a billion non-coding variants in humans, while GWAS has revealed the non-coding genome as a significant contributor to disease. However, prioritizing causal...

New preprint w/ @soumyakundu.bsky.social @sbmontgom.bsky.social @anshulkundaje.bsky.social !

Using deep learning & scATAC-seq, we studied context-specific variants in disease & evolution, and introduce FLARE for de novo mutations—w/ application to autism-affected families.

doi.org/10.1101/2025...

1 year ago 31 17 0 1
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Featured Symposia ASHG’s Featured Symposium are a part of the most premier science at the Annual Meeting, featuring 8,000 of the world’s leading geneticists. Questions: programs@ashg.org Looking to make your mark on th...

Submissions for ASHG 2025’s Featured Symposium are due Feb 10 at 5:00 pm ET!

Let me know if you have any questions. We're excited to see a wide range of proposals, ranging from AI/ML applications, clinical genetics, women's health, and more.

www.ashg.org/meetings/202...

1 year ago 1 0 0 0
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The human and non-human primate developmental GTEx projects - Nature The developmental Genotype-Tissue Expression (dGTEx) projects will catalogue and integrate gene expression, regulation and genetics data across 120 human donors from birth to adulthood with developmen...

Marker paper of the new dGTEx consortium is now published, describing the development of a new reference dataset for genomics research across human and non-human development!

www.nature.com/articles/s41...

1 year ago 2 1 0 0
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The human and non-human primate developmental GTEx projects - Nature The developmental Genotype-Tissue Expression (dGTEx) projects will catalogue and integrate gene expression, regulation and genetics data across 120 human donors from birth to adulthood with developmen...


Our new perspective article describing the human and non-human primate developmental GTEx projects is now out in
@nature.com! We outline the scope, vision, opportunities and challenges of these projects here:
www.nature.com/articles/s41...

1 year ago 14 9 1 2
relationship of complete blood count setpoint metrics to 10-year mortality

relationship of complete blood count setpoint metrics to 10-year mortality

A new study this week showed how the most common blood test performed-—the CBC, complete blood count—contains a treasure chest of information that we are missing in reporting out to patients and doctors.
erictopol.substack.com/p/your-lab-t...

1 year ago 545 130 26 10
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Our blood tests are interpreted by average reference values. That's missing a lot of rich information!
Each person has their own tightly regulated setpoints. One healthy person's complete blood count setpoint can be differentiated from 98% of other healthy adults.
www.nature.com/articles/s41...

1 year ago 205 51 8 3

“our analyses suggest that less than 1% of blastocysts are fully euploid, and that many embryos possess low-level mosaic clones that are not captured during biopsy”

1 year ago 1 0 0 0
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Approximate Bayesian computation supports a high incidence of chromosomal mosaicism in blastocyst-stage human embryos https://www.biorxiv.org/content/10.1101/2024.11.26.625484v1 Chromosome mis-segregation is common in human meiosis and mitosis, and the resulting aneuploidies ar

Approximate Bayesian computation supports a high incidence of chromosomal mosaicism in blastocyst-stage human embryos www.biorxiv.org/content/10.1101/2024.11....

1 year ago 7 4 1 1

What cell types drive congenital heart defects (CHD)?

Some new answers in our latest preprint, where we explored:
1). Key cell types contributing to CHD genetics
2). Impact of noncoding variants on CHD risk

www.medrxiv.org/content/10.1101/2024.11....

1 year ago 57 19 1 2
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Our recent study in Cell Metabolism provides compelling evidence that chromatin accessibility and transcription factor network remodeling in aging reflect the predictable degrading effects of a mechanism initially driving organismal maturation.
Link: doi.org/10.1016/j.cmet.2024.06.006
Thread 🧵👇1/9

1 year ago 98 24 3 3
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Mapping enhancer-gene regulatory interactions from single-cell data https://www.biorxiv.org/content/10.1101/2024.11.23.624931v1 Mapping enhancers and their target genes in specific cell types is crucial for understanding gene re

Mapping enhancer-gene regulatory interactions from single-cell data www.biorxiv.org/content/10.1101/2024.11....

1 year ago 36 19 0 2