Stephen Rong

@alwaysrong.bsky.social

Computational biologist and genomic data scientist. Marie Skłodowska-Curie Actions Postdoc Fellow in Spivakov Lab at Imperial College. Formerly Postdoc Fellow in Reilly Lab at Yale University. The sounds of noncoding variants wake me from my slumber.

New lab preprint - Deep learning models are most often difficult to interpret black box models. What if we engineer them with interpretation in mind? Dennis Gankin carefully studied so-called biologically inspired neural networks and found an interesting phenomenon www.biorxiv.org/content/10.6...

Leveraging multiplicity in biologically informed neural networks to uncover disease heterogeneity

Biologically inspired neural networks (BINNs) embed pathway, ontology, or protein-interaction structure directly into neural networks, promising interpretable disease prediction where hidden nodes map...

biorxiv.org

The anatomy of an AI-supported academic article is becoming more apparent. I desk reviewed ~70 manuscripts this week for our journal. Reckon 20ish had significant AI assistance. On top of hundreds of others recently I'm starting to see patterns. Are other editors are seeing the same or similar? 1/

We are very excited to share our latest. We thought that soft sweeps would be the only type of sweep spreading across human gut microbiomes. Turns out many are hard! Reach @peterlaurin.bsky.social 's thread on why! And tomorrow at #SMBE2026 I will share this work and more!

Peter Laurin@peterlaurin.bsky.social · last mo.

Super excited to share new work with my advisor @nanditagarud.bsky.social! We re-examine the rapidity of adaptation in the human gut microbiome and begin to characterize the adaptive architecture of selective sweeps spreading across human guts. www.biorxiv.org/content/10... 1/n:

Ancient human DNA from the cave walls! 🤯 Wonderful new paper led by Alba Bossoms Mesa and a great team of people that made this work possible.

ellie_ancient@elenaessel.bsky.social · last mo.

So happy and proud to see this paper out in @natcomms.nature.com today! We show that traces of human DNA can persist on cave walls for thousands of years. Absolutely fantastic work by the wonderful Alba Bossoms Mesa at @mpi-eva-leipzig.bsky.social and a great team! www.nature.com/articles/s41...

Cool Sankey diagram of the ranked choice voting results of Maine’s Democratic gubernatorial primary. Think how transformative this could be if more states adopted it.

Colorful diagram showing the flow of votes after each round of elimination with the title, “Sankey diagram of the Democratic gubernatorial primary ranked choice tabulation”

This is awful to hear, describing how Sean Eddy (HMMER, infernal, pfam, rfam) has been defunded. The letter said his work "had been determined to be of absolutely no value to the US taxpayer, and therefore it was being specifically terminated," www.npr.org/2026/05/21/n...

Researchers say the Trump administration is finding new ways to punish science

Even with federal grants largely restored, scientists say the Trump administration is still preventing those funds from reaching them. The consequences, they say, are already becoming clear.

npr.org

Beautiful new study from @elphegenoralab.bsky.social and Leonid Mirny's lab: Cohesin-bridged encounters mediate enhancer-promoter communication, predicting how enhancer effect scales with genomic distance and - for the first time - how CTCF sites modulate enhancer-promoter communciation! 🧵 below

Elphege Nora Lab at UCSF@elphegenoralab.bsky.social · 3mo ago

Why can't we explain enhancer action despite 2 decades of chromosome conformation technologies? 😬 Our new study spearheaded by Leonid Mirny's group points to a flaw in our assumptions, and to a solution from physical principles By @timothyfoldes.bsky.social 💻& @karissalhansen.bsky.social 🧪 🧵👇