Yogesh Goyal

wonderful collaboration with @vaikuntsuri.bsky.social
@uchicago EktaPrashnani @nvidia, @adri @nitmb.bsky.social
@leonSchwartz @Jaekwon Jung and @CherlynPholraksa @northwestern CDB, CSB, Engineering school @nufeinbergmed.bsky.social

NEW PREPRINT led by stellar postdoc
@biophysben.bsky.social We turn diffusion models into inference machines. Score function→exact likelihoods, uncertainty estimate & interpretablity. Diffusion models generate. But classify? Untapped—until now @chanzuckerberg.bsky.social shorturl.at/s32uX

Congrats @alejofraticelli.bsky.social !! Well deserving.

Guaranteed funding for five years and a 20% increase in a $39K base stipend if you haul in a fellowship. World class facilities and faculty in metabolism, structural biology, epigenetics, and beyond. Grand Rapids is half the cost of living of California or Boston. Apply by December 1st if interested

Intracellular competition shapes plasmid population dynamics From populations of multicellular organisms to selfish genetic elements, conflicts between levels of biological organization are central to evolution. Plasmids are extrachromosomal, self-replicating g...

Hot off the press! Our latest paper led by @fernpizza.bsky.social, understanding how plasmids evolve inside cells. These small, self-replicating DNA circles live inside bacteria and carry antibiotic resistance genes, but also compete with one another to replicate. 1/
www.science.org/doi/10.1126/...

PhD students and Postdocs: The Night Science Podcast (@nightsciencepod.bsky.social) is producing an episode highlighting young scientists talking about their creative process. DM me if you'd like us to consider you for this, & read below what PhD student Davis Garner will contribute! ⬇️

New preprint! We measured temperature- and pH-induced aggregation for over 18,000 natural and de novo designed protein domains!

Excited to share our new study, led by @dellaVolpe_L, now out in @natcellbio.nature.com! Blocking #ferroptosis enhances human 🩸 stem cell expansion, with implications for transplantation and gene therapy. www.nature.com/articles/s41...

How do cells adapt morphology to function? In a 🔥 preprint by @zjmaggiexu.bsky.social , with @dudinlab.bsky.social and @amyweeks.bsky.social , we identify a self-organizing single-cell morphology circuit that optimizes the feeding trap structure of the suctorian P. collini. 🧵 tinyurl.com/4k8nv926

📢 Our Dept. of Systems Biology at Columbia University has an open tenure-track Assistant Professor position in the broad area of quantitative biology. Come join our awesome department in NYC! Please circulate.
apply.interfolio.com/177622
Suggested deadline: 12/15/2025.
@columbiasysbio.bsky.social

Thank you, @bloodgenes.bsky.social 🙏

Portrait of Yogesh Goyal, PhD, assistant professor of Cell and Developmental Biology at Northwestern University Feinberg School of Medicine, smiling against a purple gradient background. Text reads: “Goyal Named Mallinckrodt Foundation Grant Fellow.” Northwestern Medicine Feinberg School of Medicine logo appears in the lower right corner.

Congratulations to Yogesh Goyal, PhD @goyallab.bsky.social, who was named a 2025–2028 Edward Mallinckrodt, Jr. Foundation Grant Fellow!

His work bridges engineering and biology to advance understanding of cellular plasticity and fate in development and disease. Learn more: tinyurl.com/2rumf48v

Exciting opportunity to work with @ianmellis.bsky.social who is an excellent mentor and working on cool stuff !

This is really cool and important!!!

Induction of menstruation in mice reveals the regulation of menstrual shedding During menstruation, an inner layer of the endometrium is selectively shed, while an outer, progenitor-containing layer is preserved to support repeated regeneration. Progress in understanding this co...

Congratulations @karalmckinley.bsky.social & lab on their groundbreaking recent preprint establishing + characterizing a chemically inducible model of menstruation in mouse:

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

My jaw dropped when I heard this presented earlier this year. Incredible.

Nature Biomedical Engineering is hiring again! This time we're hoping to add an editor with machine learning expertise to the team (although we are open to those with other relevant expertise!) Deadline is Oct 20. Please RT! springernature.wd3.myworkdayjobs.com/SpringerNatu...

We are excited to share GPN-Star, a cost-effective, biologically grounded genomic language modeling framework that achieves state-of-the-art performance across a wide range of variant effect prediction tasks relevant to human genetics.
www.biorxiv.org/content/10.1...
(1/n)

Asking BlueSky for help: For a review, I am trying to accurately credit the first paper that measured pairwise 3D distances between 2 pieces of DNA on the same chromosome (or cosmid). Is Trask 1989 the first?
I know of earlier single-locus papers (1982).
www.sciencedirect.com/science/arti...

The eukaryotic replisome intrinsically generates asymmetric daughter chromatin fibers DNA replication is molecularly asymmetric, due to distinct mechanisms for lagging and leading strand DNA synthesis. Whether chromatin assembly on newly replicated strands is also asymmetric remains un...

Some (+)ve news to lighten another heavy weekend: our latest preprint (c/o Mattiroli + Ramani labs) is up!
www.biorxiv.org/content/10.1...
A tour-de-force by 1st authors Bruna Eckhardt & @palindromephd.bsky.social, focusing on chromatin replication. RTs welcome; tweetorial in 3,2...(1/n)

We have an active search for tenure-track faculty interested in #ImmuneEngineering #ProteinEngineering #GenomeEngineering & #CancerImmunology. Join the newly formed Center for Cellular Therapies and Cancer Immunology #CCTCI. Learn more at apply.interfolio.com/173562. #facultyjobs

Highly productive and innovative group doing elegant quantitative bio spanning theory, experimental and computational methods, and actual applications. If you're interested in a postdoctoral position studying cancer, development, or single cell biology, reach out to Yogesh!

Goyal Lab

**POSTDOC POSITION** My lab (www.goyallab.org) at Northwestern and CZ Biohub Chicago looking for a postdoctoc in quantitative biology. We work on a range of topics, including single-cell cancer plasticity, modeling single-cell perturbations, theory, and stem-embryo models. contact via email. Pls RT

Congrats Anna!

Genomic resistance in historical clinical isolates increased in frequency and mobility after the age of antibiotics Antibiotic resistance is frequently observed shortly after the clinical introduction of an antibiotic. Whether and how frequently that resistance occurred before the introduction is harder to determin...

What was antibiotic resistance like before we ever used antibiotics? How did we change what antibiotic resistance genes looked like over 100 years?

Our paper looking at resistance genes from a century of NCTC historical isolates now out in mGen:
www.microbiologyresearch.org/content/jour...

Priyom's preprint is out on biorxiv. See below for a detailed thread. In a nutshell, she has discovered and characterized the oscillator that times notochord and spine segmentation in zebrafish. Turns out that there are uniform Erk oscillations across the entire tissue that act as timekeepers!

Every few months the "good lab hands" thing comes up and it misses a key point: you can learn to have good hands. Training matters.

Good hands aren't some magic gift from the PCR gods, you have to develop them through directed repetitive practice, like any other skill

@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

Good ideas come from having lots of experience. And experience comes from having lots of bad ideas.

New from the lab led by @natrigg.bsky.social. We started by characterizing mRNA in sperm, EVs, and the epithelium across epididymal transit. This revealed evidence that sperm acquire specific mRNAs through fusion with epididymal EVs, which we further established with in vitro co-incubation assays

Exciting news!