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Emma Dann

@emmamarydann.bsky.social

Postdoc fellow @ Stanford & Gladstone Institutes Core team @scverse-team.bsky.social Bringing the single-cell genomics in human complex trait genetics https://emdann.github.io/

770 Followers  |  475 Following  |  5 Posts  |  Joined: 12.10.2023  |  2.0507

Latest posts by emmamarydann.bsky.social on Bluesky

Excited to see a home for MCP servers in bioinformatics emerge! The community needs a central hub for developing MCP servers for key bioinfo tools. At @scverse.bsky.social we're contributing to this effort - can't wait to share what we're building

06.11.2025 19:28 β€” πŸ‘ 6    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0

I'm recruiting a postdoc for my group (based in beautiful Eugene, OR). Please get in touch if you're interested, esp if you'd like to chat at #ASHG25!

15.10.2025 12:52 β€” πŸ‘ 39    πŸ” 42    πŸ’¬ 0    πŸ“Œ 1

πŸ‘‰ and make sure not to miss the one-and-only Romain Lopez's talk about PhenoBridge, our joint work on ML approaches to integrate perturb-seq and genetic association data (Wed 10.45am)

Come find me or just reach out if you'd like to chat! [2/2]

13.10.2025 23:19 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

En route to Boston for #ASHG25 #ASHG2025!
πŸ‘‰ I'll be presenting a poster on our new work on genome-wide perturb-seq screens in primary human T cells (5049W, Wed 2.30pm)
πŸ‘‰ you can hear me talk about it at the Industry Education session presented by Ultima Genomics (Thu 3pm) [1/2]

13.10.2025 23:19 β€” πŸ‘ 7    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0
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Last call, scverse community!
🐦 Early-bird closes October 17 for the scverse Conference 2025.

Single-cell, open science, and the people behind it β€” all in one place.
πŸ“ Register here: www.eventbrite.com/e/scverse-co...

2 days of talks + 1 day of workshops
ℹ️ Info: scverse.org/conference2025

10.10.2025 02:48 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 1

πŸš€ NEW PANEL ANNOUNCEMENT: Agentic Workflows in Bioinformatics at scverse 2025! πŸš€
We're thrilled to introduce an exciting panel discussion at the upcoming scverse Conference 2025!

More information in 🧡

#scverse2025 #Bioinformatics #AgenticAI #Conference

03.10.2025 15:43 β€” πŸ‘ 7    πŸ” 4    πŸ’¬ 1    πŸ“Œ 2
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🧬 Tahoe Workshop at scverse conference 2025 🧬

Disease Biology and Therapeutics in the Age of Frontier Datasets
🧡

@tahoetherapeutics.bsky.social

#scverse2025 #ComputationalBiology #DrugDiscovery #TahoeTherapeutics #SingleCell #PerturbationBiology

02.09.2025 16:03 β€” πŸ‘ 3    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0
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πŸŽ‰scverse conference 2025 Call for Abstracts DEADLINE EXTENDED! πŸŽ‰

We're excited to announce that the deadline to submit abstracts for the scverse Conference 2025 has been extended to September 15, 2025!
🧡

#scverse #scverse2025 #SingleCell #Conference

01.09.2025 16:17 β€” πŸ‘ 5    πŸ” 5    πŸ’¬ 1    πŸ“Œ 0
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Meet the keynote speakers for the 2025 scverse conference!

Elham Azizi, Associate Professor of Cancer Data Research and Biomedical Engineering at Columbia University
🧡

@elhamazizi.bsky.social
@columbiauniversity.bsky.social

#scverse #scverse2025 #machinelearning #genomics #cancerimmunology

28.08.2025 15:04 β€” πŸ‘ 13    πŸ” 5    πŸ’¬ 1    πŸ“Œ 0
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🧫 Meet the keynote speakers for the 2025 scverse conference!
Erika Alden DeBenedictis, Co-founder of The Align Foundation & CEO of Pioneer Labs

@erika-alden.bsky.social β€ͺ
@alignbio.bsky.social
@pioneerlabs.bsky.social

#scverse #scverse2025 #StructuralBiology #Biotech #Stanford

26.08.2025 14:36 β€” πŸ‘ 8    πŸ” 6    πŸ’¬ 1    πŸ“Œ 0

We're committed to support as many attendees as possible join us at #scverse2025 - feel free to reach out if you have questions!

25.08.2025 17:17 β€” πŸ‘ 4    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
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🧠 Meet the keynote speakers for the 2025 scverse conference!
Panos Roussos, Professor at Icahn School of Medicine at Mount Sinai
🧡

@panosroussos.bsky.social
#scverse #scverse2025 #SingleCell #SpatialTranscriptomics #Conference #Keynote

19.08.2025 15:37 β€” πŸ‘ 3    πŸ” 2    πŸ’¬ 1    πŸ“Œ 1

πŸŽ‰ scverse conference 2025 Registration & Call for Abstracts NOW OPEN! πŸŽ‰
We're excited to announce that registration and the call for abstracts are officially open for the scverse Conference 2025!
Details in thread!
🧡 1/3

02.08.2025 15:00 β€” πŸ‘ 24    πŸ” 13    πŸ’¬ 1    πŸ“Œ 7

I have an opportunity to hire a staff scientist for my lab. Looking for someone with outstanding skillset in ML/statistics, genomics applications; interest in mentoring, strong publication record, PD experience required.

Email CV to me+cc my assistant (see 'contact' on my website). Ad to follow.

01.06.2025 15:33 β€” πŸ‘ 83    πŸ” 108    πŸ’¬ 3    πŸ“Œ 3

It's happening! πŸ™Œ

12.05.2025 23:24 β€” πŸ‘ 6    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Preview
Release notes Version 1.11: 1.11.0 2025-02-14: Release candidates: rc2 2025-01-24, rc1 2024-12-20. Features: rc1 sample() supports both upsampling and downsampling of observations and variables. subsample() is n...

πŸŽ‰ Scanpy 1.11.0 is out! πŸŽ‰ just after reaching 2000 stars on GitHub!

- sc.pp.sample replaces subsample with many new features
- Sparse Dask support pca
- session-info2 package for more reproducible notebooks

See the release notes:

14.02.2025 12:08 β€” πŸ‘ 49    πŸ” 19    πŸ’¬ 1    πŸ“Œ 1
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Donate to Half Iron(wo)man for Meningitis Research, organized by Sophie Belman I will be racing my first Half Ironman triathlon in Zurich this June. It includ… Sophie Belman needs your support for Half Iron(wo)man for Meningitis Research

I’m racing a Half Ironman triathlon this June. 2km swim, 90km cycle, 20km run and raising money for the Meningitis Research Foundation.
Meningitis has ~2.5 million cases and 250,000 deaths annually predominantly among children. Any donation would be great!

gofund.me/a958252f

09.02.2025 19:29 β€” πŸ‘ 4    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0
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Scverse x Owkin Hackathon in Paris We're pleased to announce the next Scverse Hackathon will take place in the Owkin offices in Paris from 17/03/2025 9am to 19/03/2025 1:30pm. This hackathon is a joint initiative between the scverse c...

Don't forget to apply to the upcoming @scverse.bsky.social x @owkin.bsky.social hackathon - applications due this Friday, February 7th!

πŸ“†March 17-19, 2025
πŸ“Owkin Office, Paris

docs.google.com/forms/d/e/1F...

05.02.2025 09:39 β€” πŸ‘ 3    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
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Come work at the European Molecular Biology Laboratory in the beautiful science & university city Heidelberg as a Research Software Engineer on R/Bioconductor tools for biological data science and AI !

embl.wd103.myworkdayjobs.com/EMBL/job/Hei...

31.01.2025 16:03 β€” πŸ‘ 34    πŸ” 17    πŸ’¬ 2    πŸ“Œ 1
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🚨🚨 MEGA JOB ALERT 🚨🚨
Independent Group Leader Positions in Computational Biology @humantechnopole.bsky.social!

Are you ready to start your own lab? Do you know someone who is? Repost this + share with everyone who might want to know about it. Thanks!!! πŸ™

More details below... check it out! 🧡 1/3

29.01.2025 10:39 β€” πŸ‘ 57    πŸ” 63    πŸ’¬ 1    πŸ“Œ 2

I posted a couple days ago about our new paper on building causal graphs from genetic associations + Perturb-seq.

Here I want to expand on the value of using DIRECTIONAL information contained in LoF burden tests.🧡
[work led by @minetoota.bsky.social ]

bsky.app/profile/jkpr...

27.01.2025 19:18 β€” πŸ‘ 61    πŸ” 14    πŸ’¬ 1    πŸ“Œ 1

@minetoota.bsky.social set the groundwork for many ongoing projects in @jkpritch.bsky.social and Marson lab. Great to see this out!

26.01.2025 19:29 β€” πŸ‘ 10    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0

Very excited about this new work from our lab! Explainer thread coming soon
@minetoota.bsky.social

24.01.2025 16:45 β€” πŸ‘ 62    πŸ” 28    πŸ’¬ 1    πŸ“Œ 0
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1/n Some time ago my colleague, excellent cook, and friend Ivan told me: "Cacio e pepe is the recipe that I screw up more often. Let's make a project studying systematically the physics of that sauce".

Prepare to get cheesy, I'm glad to share the Cacio e paper preprint:

arxiv.org/abs/2501.00536

04.01.2025 09:33 β€” πŸ‘ 498    πŸ” 167    πŸ’¬ 25    πŸ“Œ 68
Overview of the LEMUR steps: (1) subspace alignment, (2) differential expression, (3) DE neighborhoods, (4) pseudobulking.

Overview of the LEMUR steps: (1) subspace alignment, (2) differential expression, (3) DE neighborhoods, (4) pseudobulking.

After 4y in the making, I am super excited that my main PhD project is published πŸŽ‰πŸ₯³πŸŽ‰πŸŽ‰πŸ₯³

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

LEMUR is a tool to analyze multi-condition single-cell data and model differential expression as a continuous function of the cell-state space.

Some highlights⬇️

03.01.2025 19:25 β€” πŸ‘ 155    πŸ” 35    πŸ’¬ 8    πŸ“Œ 3
Preview
Specificity, length, and luck: How genes are prioritized by rare and common variant association studies Standard genome-wide association studies (GWAS) and rare variant burden tests are essential tools for identifying trait-relevant genes. Although these methods are conceptually similar, we show by anal...

What do GWAS and rare variant burden tests discover, and why?

Do these studies find the most IMPORTANT genes? If not, how DO they rank genes?

Here we present a surprising result: these studies actually test for SPECIFICITY! A 🧡on what this means... (πŸ§ͺ🧬)

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

17.12.2024 07:04 β€” πŸ‘ 208    πŸ” 95    πŸ’¬ 4    πŸ“Œ 8

Specificity, length, and luck: How genes are prioritized by rare and common variant association studies https://www.biorxiv.org/content/10.1101/2024.12.12.628073v1

16.12.2024 10:33 β€” πŸ‘ 46    πŸ” 24    πŸ’¬ 0    πŸ“Œ 1
Preview
Central control of dynamic gene circuits governs T cell rest and activation - Nature Resting and activated T cell states are established by context-specific regulators and dynamic gene circuits.

Beautiful work led by Maya Arce from Marson lab reveals a fascinating story about rewiring of a critical gene regulatory circuit in different T cell types: T effectors and Tregs
www.nature.com/articles/s41...

11.12.2024 20:46 β€” πŸ‘ 41    πŸ” 11    πŸ’¬ 0    πŸ“Œ 0
# Define model with interaction term
model = MyModel(data, "~ treatment * timepoint")

# compare timepoints
contrast = model.cond(timepoint="on_treatment") - model.cond(timepoint="baseline")

# compare timepoints within drugA only
contrast = (
  model.cond(treatment="drugA", timepoint="on_treatment") - 
  model.cond(treatment="drugA", timepoint="baseline")
)

# compare interaction of timepoint with treatment 
# (= difference of changes between both treatments)
contrast = (
    mod.cond(treatment="drugB", timepoint="on_treatment")
    - mod.cond(treatment="drugB", timepoint="baseline")
) - (
    mod.cond(treatment="drugA", timepoint="on_treatment")
    - mod.cond(treatment="drugA", timepoint="baseline")
)

# Define model with interaction term model = MyModel(data, "~ treatment * timepoint") # compare timepoints contrast = model.cond(timepoint="on_treatment") - model.cond(timepoint="baseline") # compare timepoints within drugA only contrast = ( model.cond(treatment="drugA", timepoint="on_treatment") - model.cond(treatment="drugA", timepoint="baseline") ) # compare interaction of timepoint with treatment # (= difference of changes between both treatments) contrast = ( mod.cond(treatment="drugB", timepoint="on_treatment") - mod.cond(treatment="drugB", timepoint="baseline") ) - ( mod.cond(treatment="drugA", timepoint="on_treatment") - mod.cond(treatment="drugA", timepoint="baseline") )

Formulaic is the go-to way to specify design formulas in Python, e.g. ~treatment + timepoint.

To compare sth, one needs to specify a contrast, e.g "on treatment vs baseline".

To make this easier, we developed "formulaic-contrasts":
formulaic-contrasts.readthedocs.io/en/latest/

07.12.2024 19:05 β€” πŸ‘ 18    πŸ” 6    πŸ’¬ 1    πŸ“Œ 1
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Seeing all my old friends on here again

16.11.2024 18:42 β€” πŸ‘ 12071    πŸ” 1077    πŸ’¬ 92    πŸ“Œ 55

@emmamarydann is following 20 prominent accounts