Agentic AI systems are becoming available for use in science – but can we trust them?

Our featured article: Adapting systems biology to address the complexity of human disease in the single-cell era go.nature.com/3XBo6Vh #Review by @davidsebfischer.bsky.social, Martin A. Villanueva, Peter S. Winter & ‪@shaleklab.bsky.social‬ @broadinstitute.org @mit.edu @ragoninstitute.bsky.social

Adapting systems biology to address the complexity of human disease in the single-cell era - Nature Reviews Genetics

Differences between humans and experimental models create a translational gap that makes it difficult to extrapolate research findings. The authors review systems-focused approaches to identify and co...

go.nature.com

A major KI initiative to recruit new assistant professors with outstanding proposals in all areas of medicine, biomedicine and public health. We offer an amazing research environment, great colleagues and generous startup packages. Check it out and get working on your applications! (repost please!)

Karolinska Institutet@ki.se · last yr.

Applications are now open! We are recruiting 20 Assistant Professors in a wide range of subject areas. We're looking for early-career researchers with strong scientific merits and future potential. 🔗 All positions: ki.se/en/about-ki/...

Check out this drone footage of our institute!

Christoph Bock Lab @ CeMM & MedUni Vienna@bocklab.bsky.social · last yr.

AI in medicine ready for takeoff 🤖🚁 We flew a drone through the Institute of Artificial Intelligence @MedUniWien. Join us for the trip and watch our team at "work". #AI #biomedicine #innovation #makingof (1/2)

Cool positions for AI x biology in Belgium!

Stein Aerts@steinaerts.bsky.social · last yr.

Our new call for VIB.AI group leaders is online! Junior and senior positions available to develop innovative ML methods in biology. With professorship at CS or Medical Faculty. Deadline 14th June. DM for more info.

Currently, there's a lot of interest in quantitative models that would help us understand and predict features of the complex cellular systems that underlie human health and disease - think about virtual cells, for example. On can trace some of these ideas back to the early days of systems biology.

Nature Reviews Genetics@natrevgenet.nature.com · last yr.

Adapting systems biology to address the complexity of human disease in the single-cell era go.nature.com/3XBo6Vh #Review by @davidsebfischer.bsky.social, Martin A. Villanueva, Peter S. Winter & Alex K. Shalek @broadinstitute.org @mitofficial.bsky.social @ragoninstitute.bsky.social

Proud to share our @nature.com paper, co-led by Chadi El Farran & Charles Couturier under mentorship of Brad Bernstein where we develop a new framework to understand immunomodulatory myeloid cells in #glioma & lay a foundation to develop more effective immunotherapies. www.nature.com/articles/s41...

Programs, origins and immunomodulatory functions of myeloid cells in glioma - Nature

A study of myeloid cells in gliomas, a type of brain tumour, used a factor-based computational framework to reveal four immunomodulatory gene-expression programs that are expressed across myeloid cell...

nature.com

Read about self-supervision in models of scRNA-seq data in this deep dive!

Till Richter@richtertill.bsky.social · 2y ago

Our paper on Self-Supervised Learning in Single-Cell Genomics is out in Nature Portfolio Machine Intelligence! 🙌 🧬🤖 Big thank you to my co-authors Mojtaba Bahrami, Yufan Xia, @davidsebfischer.bsky.social, and @fabiantheis.bsky.social . 👏 nature.com/articles/s42...

Exciting news! 🚀 The Learning Meaningful Representations of Life ( #LMRL 🌟) workshop is returning at #ICLR2025! 🎉 On 27th / 28th April 2025 in Singapore 🇸🇬, this popular event returns with a fresh organizing team 👇 & bold new ideas 🧠 to explore bridging AI & life sciences 🧬

Our ChromBPNet preprint out! www.biorxiv.org/content/10.1... Huge congrats to Anusri! This was quite a slog (for both of us) but we r very proud of this one! It is a long read but worth it IMHO. Methods r in the supp. materials. Bluetorial coming soon below 1/

ChromBPNet: bias factorized, base-resolution deep learning models of chromatin accessibility reveal cis-regulatory sequence syntax, transcription factor footprints and regulatory variants

Despite extensive mapping of cis-regulatory elements (cREs) across cellular contexts with chromatin accessibility assays, the sequence syntax and genetic variants that regulate transcription factor (T...

biorxiv.org

Anshul Kundaje@anshulkundaje.bsky.social · 2y ago

Aiming to release our long awaited ChromBPNet preprint by early next week as well. I'm recovering from back to back infections for the past 6 weeks. But we're almost there. We have some solid variant prediction benchmarks in there against large supervised models and lots more. Stay tuned.

What cellular & multicellular changes underpin aging of ovaries? We used spatial transcriptomics to study this process in mice, capturing dynamic changes in cells, follicles, and tissue across the estrous cycle. Read about the age-related changes in these dynamics we discovered!

Hattie Chung@hattaca.bsky.social · 2y ago

Excited to share our lab's first preprint: we used spatial transcriptomics to dissect how aging disrupts the cycling ovary! 🧵 This was an incredible team effort w/ @jennifergarrison.bsky.social #TammyLan @davidsebfischer.bsky.social #AlisonKochersberger #RuthRaichur #SophiaSzady

I could not be more thrilled to announce the Nature Methods @naturemethods.bsky.social Method of the Year is Spatial Proteomics! Please see our editorial as a roadmap to the fantastic content in this special issue! www.nature.com/articles/s41...

Method of the Year 2024: spatial proteomics - Nature Methods

Approaches for profiling the spatial proteome in tissues are the basis of atlas-scale projects that are delivering on their promise for understanding biological complexity in health and disease.

nature.com

Super excited to share our Human Neural Organoid Atlas, now out in Nature! Led by @zhisonghe.bsky.social @josch1.bsky.social, and myself, this resource was created from 36 scRNA-seq datasets—totalling over 1.7 million cells! 🔬✨
 www.nature.com/articles/s41...
 Find out how it can serve you ⏬
 🧵1/8

An integrated transcriptomic cell atlas of human neural organoids - Nature

A human neural organoid cell atlas integrating 36 single-cell transcriptomic datasets shows cell types and states and estimates transcriptomic similarity between primary and organoid counterparts, sho...

nature.com

I think Pack 2 is up to 135/150 now, so between the two you can follow 285 bioml researchers in about 4 clicks!

Kevin K. Yang 楊凱筌@kevinkaichuang.bsky.social · 2y ago

Two BioML starter packs now: Pack 1: go.bsky.app/2VWBcCd Pack 2: go.bsky.app/Bw84Hmc DM if you want to be included (or nominate people who should be!)

To expedite the development of a network focussed on single-cell and spatial genomics on this platform, I started to collect accounts of scientists & groups that are broadly active in these fields. This is work in progress, DM if you want to be added or have suggestions! go.bsky.app/HZTJxbZ

My goal is to understand the regulatory role of every nucleotide in the genome, and how this changes across every cell in the human body. If you are interested in doing a Ph.D. with me at UMass Chan Medical (Genomics and Comp Bio Department), see the links below. Deadline is Dec 1st.

Two BioML starter packs now: Pack 1: go.bsky.app/2VWBcCd Pack 2: go.bsky.app/Bw84Hmc DM if you want to be included (or nominate people who should be!)

Kevin K. Yang 楊凱筌@kevinkaichuang.bsky.social · 2y ago

I tried to make a bioml starter pack. DM if you want me to add or remove you? go.bsky.app/2VWBcCd

What if we could look at a human tissue image🔬and quantify its biological age?🧬 And how could we get the same insights without collecting the tissue sample? In our new @biorxivpreprint, we create "tissue clocks" ⏳to do just that! www.biorxiv.org/content/10.1... 📝 #aging #tissue thread below⬇️