Profile avatar
davidaknowles.bsky.social
machine learning and functional/statistical genetics. Assistant Prof @Columbia and Core Faculty @nygenome. he/him/his. https://daklab.github.io/
116 posts 2,881 followers 507 following
Prolific Poster
Conversation Starter

This is dangerously irresponsible on every level. Indiscriminately slashing this funding will cripple lifesaving research on everything from cancer to opioid addiction.

@ygilad.bsky.social has what looks like a useful book just released: An Intuitive Primer on Effective Functional Genomics Study Design www.amazon.com/Intuitive-Pr... I just bought a copy for the lab.

It's been 3 weeks since Congestion Relief Zone tolling went into effect, and the program is working! We're seeing traffic move quicker into and within Manhattan, which benefits all New Yorkers—drivers, bus riders, emergency vehicle operators, pedestrians, and more.

#MLCB2025 will be Sept 10-11 at @nygenome.org in NYC! Paper deadline June 1st & in-person registration will open in May. Please sign up for our mailing list groups.google.com/g/mlcb/ for future announcements. More details at mlcb.github.io. Please RP!

First post in the Good Place! Our preprint on cellular behavior analysis in TCR T cells & cancer cell live-cell imaging data is out! This 3-year collaboration led by pd Archit Verma w/ Alex Marson & Julia Carnevale, with segmentation & tracking by @davidvv & team! www.biorxiv.org/content/10.1...

Who will protect our environment from Trump? Non-profit environmental lawyers. They won hundreds of cases against Trump 45 and have been hiring new lawyers for months. They are ready for this moment. Follow and donate to: @earthjustice.bsky.social @nrdc.org @centerforbiodiv.bsky.social

Reviewing is getting ridiculous. On 7th Jan I agreed to review a manuscript. I just got an email telling me my review was due on 2nd Jan. Adding time travel to the skill set expected of junior faculty.

There are 10 days left to submit abstracts to ProbGen meetings.cshl.edu/meetings.asp...! Fantastic line-up of speakers and topics.

Do any pyro aficionados have insight on what I'm doing wrong here? forum.pyro.ai/t/error-with...

After ~2h of bug hunting: needed to replace lgamma(a+n-y) with lgamma(n-y+a). For tiny a and n=y>0, the former evaluates to +inf and breaks everything, the latter doesn't. 🫠

Gotta love that the only way to give feedback on the reporting burden of NIH's data management & sharing plan template is by 🐌 mail.

Most of the talks from our Oct meeting are now online, with a few more to come: www.precisionmedicine.columbia.edu/videos

A surprising (to me) result! Polygenic score portability across groups does not improve if based on within-family GWAS, which accounts for most forms of environmental confounding. Suggests genetic architecture is main driver and shows within-family GWAS aren't a solution to poor PGS transferability.

Our new (social media) era at @plos.org has officially started - this is the first @plosbiology.org research paper to be posted on Bluesky and *not* on X. Give it some love!

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... (🧪🧬) www.biorxiv.org/content/10.1...

I wish crypto was always short for cryptococcal meningitis

We have multiple postdoc positions available in my group at NYU. Join us if you're interested in complex trait genetics and biology. More information about the lab on our website: mostafavilab.org

Regularly tempted to write in my NIH grants innovation section: "Funding software that already exists and works well would be highly innovative for the NIH." (I bet half the panel would break down ROFL, but I'm also highly skeptical that I'd get a good score, or that the PO would be amused.)

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

gaftools: a toolkit for analyzing and manipulating pangenome alignments https://www.biorxiv.org/content/10.1101/2024.12.10.627813v1 🧬🖥️🧪 Source (MIT): https://github.com/marschall-lab/gaftools Docs: https://gaftools.readthedocs.io/en/latest/

Welcome to our Bluesky account where you will find updates on open science publishing, policies and practice. This account will also provide thought leadership posts on scholarly publishing, partnership announcements and updates on PLOS policies and initiatives.

And here is my condensed guide on how to science: top 5 Rules

This « gruyère » software will presumably complement very well the constraint based software Gnocchi ? (I’ll see myself out)

Excited to share our first foray into (noncoding) rare variant association testing: a probabilistic model that learns functional annotation importance and finds associations missed by existing methods. Anjali did a fantastic job with model assessment and scaling! www.medrxiv.org/content/10.1...

Hi all. Just released a fast library (C++/Rust/Python) for performing interval intersections. Uses a novel superset-index that tends to be faster than current libs, and also has a SIMD accelerated counting algorithm 👇 github.com/kcleal/super...

We strongly suggest that academic publishers and other platforms that host research rapidly implement a Share to Bluesky button for their articles. Here's how: docs.bsky.app/docs/advance... #AcademicSky #HigherEd #Altmetrics

The fantastic Machine Learning in CompBio #MLCB2024 papers are up at proceedings.mlr.press/v261/! Reminder that all the talks are available on our yt channel www.youtube.com/@mlcbconf. Please RP!

@bowang87.bsky.social is here #machinelearning #biomedicine #genomics folks!

We're hiring for multiple tenure track positions in Genetics, Cell and Developmental Biology.

"Things take longer to happen than you think they will, and then they happen faster than you thought they could." Attributed to Rudi Dornbusch en.wikipedia.org/wiki/Rudi_Do...

Fabulous conference, plenty herein to watch & learn

The fantastic #MLCB2024 talks, spotlights, panel & keynotes are now up on our Youtube channel at www.youtube.com/watch?v=tWzI.... Please RP!

#MLCB2024 kicks off in 22h (9am PST) with keynote from Jian Zhou on DL for transcriptional initiation! Full schedule at mlcb.github.io and public livestream at youtube.com/live/reqWvNO.... Please RP!

"In supporting the project further, the university would have risked alienating conservative donors, Silicon Valley figures and members of Congress, who have threatened to stop all federal funding for disinformation research or cut back general support." Well, of course. wapo.st/4b05S3H

#MLCB2024 submissions are open at cmt3.research.microsoft.com/MLCB2024/! Great lineup of keynotes from @avapamini, @ChikinaLab, @zhou_jian & Nilah Ioannidis. Registration is free & submission deadline is 6/15, more details at mlcb.github.io. Please RP!

"I still get a lot of engagement on Twitter"

concerns re #Alphafold3 lack of transparency zenodo.org/records/1117... I note on Pubpeer that this is inconsistent with Nature policy pubpeer.com/publications... #OpenScience #reproducibility