Sumaiya Nazeen's Avatar

Sumaiya Nazeen

@snz20

Postdoctoral Research Fellow, DBMI, HMS, Neurology, BWH Sudarsky Scholar'22 MIT EECS SM'14, PhD'19 Fulbright S&T Fellow'12 Ludwig Center Fellow'15 She/Her/Hers

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27.01.2025
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Latest posts by Sumaiya Nazeen @snz20

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Multiple protein structure alignment at scale with FoldMason www.science.org/doi/10.1126/... πŸ§¬πŸ’»πŸ§ͺ

09.02.2026 19:03 πŸ‘ 5 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Our take-aways are that GWAS can be broadly linked to eQTLsβ€”just not in humans (yet). This is probably due to selection and population history. We expect that as we find human eQTLs under stronger selection, colocalizations will increase.

05.02.2026 16:24 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Check out this exciting preprint from @noahconnally.bsky.social to see how studying other species may be useful for searching trait-associated eQTLs in humans.

05.02.2026 17:07 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
An illustration of a woman talking to other people with a cloud of bright colored symbols behind her. The headline is: I needed a culture shift in my lab. I’m grateful one student spoke up

An illustration of a woman talking to other people with a cloud of bright colored symbols behind her. The headline is: I needed a culture shift in my lab. I’m grateful one student spoke up

"… I realized that an environment where people would feel free to share their thoughts with me and think creatively, regardless of the power hierarchy, was exactly what I wanted in my lab." #ScienceWorkingLife https://scim.ag/4adQwdQ

03.02.2026 20:12 πŸ‘ 47 πŸ” 6 πŸ’¬ 1 πŸ“Œ 1

I have to believe in the many worlds hypothesis because, somehow, we ended up in the worst of all possible worlds. I have to believe worlds that evaded this horrific fate must exist.

02.02.2026 16:28 πŸ‘ 11 πŸ” 2 πŸ’¬ 2 πŸ“Œ 0
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European Scientists who said NO to Epstein-funding are the heroines of this hourπŸ¦Έβ€β™€οΈ

They show: It was your choice to SAY NO to Epstein's $ as scientist- you just had to have ethics & a spine

Kudos to Physicist IVETTE FUENTES who said NO

She was working at @quantumunivie.bsky.social @univie.ac.at

02.02.2026 21:20 πŸ‘ 340 πŸ” 104 πŸ’¬ 3 πŸ“Œ 8

At a time when the UK should be capitalising on its global reputation as a great place to do science, this is an enormous own goal. I am so sorry for all those who jobs are going to be impacted.

01.02.2026 14:07 πŸ‘ 37 πŸ” 28 πŸ’¬ 2 πŸ“Œ 0

We are thrilled that our study on the evolution of gene regulation in mammalian cerebellum development – led by @ioansarr.bsky.social, @marisepp.bsky.social and @tyamadat.bsky.social, in collaboration with @steinaerts.bsky.social – is now out in @ScienceMagazine! www.science.org/doi/10.1126/...

29.01.2026 19:23 πŸ‘ 92 πŸ” 35 πŸ’¬ 3 πŸ“Œ 6
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With all the excitement about AI giving us answers, we often forget that the real trick is to figure out what is the question!
Thank you Tim Ferriss for recommending "What is the question" on the Night Science creative process in your newsletter!
link.springer.com/article/10.1...

27.01.2026 18:15 πŸ‘ 10 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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In a rapidly changing AI landscape, how do you stay relevant?
Focus on timeless skills:
1. the ability to learn and have the curiosity to learn.

21.01.2026 14:45 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

Check out the latest preprint from @j-e-mitchel.bsky.social on a new single-cell genetic colocalization tool, scJLIM, which shows significant power gain over bulk colocalization. It has been a pleasure being part of the effort!

20.10.2025 16:18 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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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)

22.09.2025 05:29 πŸ‘ 174 πŸ” 90 πŸ’¬ 4 πŸ“Œ 5
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Do you know ~60% of human SVs fall in ~1% of GRCh38? See our new preprint: arxiv.org/abs/2509.23057 and the companion blog post on how we started this project and longdust: lh3.github.io/2025/09/29/o.... Work with Alvin Qin

30.09.2025 02:19 πŸ‘ 84 πŸ” 30 πŸ’¬ 0 πŸ“Œ 1
Jane Goodall - Finding our way to a better future
Jane Goodall - Finding our way to a better future YouTube video by Cambridge University

We are deeply saddened to hear of the passing of Jane Goodall.

Jane was a much-loved member of the conservation community in Cambridge and worldwide. She completed her PhD at @darwincollegecam.bsky.social and was an Honorary Fellow at @newnhamcollege.bsky.social.

www.youtube.com/watch?v=ZIzR...

01.10.2025 20:59 πŸ‘ 58 πŸ” 17 πŸ’¬ 0 πŸ“Œ 3

Yup. This was me 10 years ago.

20.09.2025 16:03 πŸ‘ 28 πŸ” 10 πŸ’¬ 0 πŸ“Œ 0
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The Ig Nobels are science’s most lighthearted event. This year is β€˜not typical’ Amid Trump research cuts, visa restrictions, and international conflicts, some winners sit out the celebration of whimsical science

The 2025 Ig Nobel-winning research was as wacky as ever. But wars, visa restrictions, Trump's border and research policies, and even an all-too-frequent airplane incident kept nearly half the winning teams from traveling to Boston @science.org www.science.org/content/arti...

19.09.2025 16:43 πŸ‘ 32 πŸ” 16 πŸ’¬ 0 πŸ“Œ 0
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In a new preprint from @brianhie.bsky.social's lab, the team reports the first generative design of viable bacteriophage genomes.

Leveraging Evo 1 & Evo 2, they generated whole genome sequences, resulting in 16 viable phages with distinct genomic architectures.

17.09.2025 15:12 πŸ‘ 37 πŸ” 12 πŸ’¬ 4 πŸ“Œ 4
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Direct effect of genetic ancestry on complex traits in a Mexican population Human populations differ in disease prevalences and in average values of phenotypes, but the extent to which differences are caused by genetic or environmental factors is unknown for most complex trai...

Brilliant paper by Visscher et al.

Populations differ in traits/disease burden. Are these differences due to genetics?

Comparing single variants or polygenic scores between populations is biased due to environmental confounders correlated with the variants.

1/3

www.medrxiv.org/content/10.1...

11.09.2025 05:57 πŸ‘ 42 πŸ” 20 πŸ’¬ 1 πŸ“Œ 1

More of "The AI Coming For Us". Well, one way it's going to take us out is if the next generation of folks relies on this slop for anything serious ....

09.09.2025 14:51 πŸ‘ 11 πŸ” 3 πŸ’¬ 4 πŸ“Œ 0
'MODERN-DAY DAY ORACLES or BULLSHIT MACHINES? How to thrive in a ChatGPT world Developed by Carl T Bergstrom and Jevin D. West Yet for all the good that AI systems will do, they will also saturate our information environment with bullshit at ata a scale never before encountered.'

'MODERN-DAY DAY ORACLES or BULLSHIT MACHINES? How to thrive in a ChatGPT world Developed by Carl T Bergstrom and Jevin D. West Yet for all the good that AI systems will do, they will also saturate our information environment with bullshit at ata a scale never before encountered.'

Whether we like it or not, AI is here and not going anywhere. The excellent colleagues behind @callingbullshit.bsky.social (@jevinwest.bsky.social & @carlbergstrom.com) now have a great resource to help us understand AI and how to deal with it. Highly recommended!
thebullshitmachines.com/index.html

06.09.2025 19:54 πŸ‘ 43 πŸ” 19 πŸ’¬ 4 πŸ“Œ 3

❗ I clearly consider this result as THE most important result achieved over this last decade for exploiting and democratizing genomic data.
I think there will be a "before" and an "after" logan and logan-search
github.com/IndexThePlan...
logan-search.org
Have a look at this thread

04.09.2025 12:35 πŸ‘ 9 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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Opinion | America First? Not When It Comes to Your Health.

New York Times story with profiles of researchers whose grants were terminated.

[Gift Link]

www.nytimes.com/2025/08/24/o...

24.08.2025 13:08 πŸ‘ 477 πŸ” 312 πŸ’¬ 6 πŸ“Œ 22
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Podcast Episode: Separating AI Hope from AI Hype If you believe the hype, artificial intelligence will soon take all our jobs, or solve all our problems, or destroy all boundaries between reality and lies, or help us live forever, or take over the w...

Even superintelligent AI cannot simply replace humans for most of what we do, nor can it perfect or ruin our world unless we let it, AI Snake Oil’s @randomwalker.bsky.social tells EFF’s Cindy Cohn and @thejasonkelley.com on the new β€œHow to Fix the Internet.”

19.08.2025 17:17 πŸ‘ 31 πŸ” 14 πŸ’¬ 1 πŸ“Œ 0

Academia may not give you job security, flexibility, or wealth, but it will let you unexpectedly connect to eduroam in foreign cities

20.08.2025 16:58 πŸ‘ 1005 πŸ” 165 πŸ’¬ 30 πŸ“Œ 21
Intelligent Humans vs. Smart AI: The Ultimate Showdown
Intelligent Humans vs. Smart AI: The Ultimate Showdown YouTube video by Machine Learning Street Talk

This is also quite good. The "doing more with less" definition of intelligence (and "doing less with more" definition of stupidity) has an appeal. Reminds me of an old philosophy professor I had. Brilliant guy. Barely was on email. But his work never suffered for it.

youtu.be/jXa8dHzgV8U?...

13.08.2025 20:56 πŸ‘ 8 πŸ” 5 πŸ’¬ 0 πŸ“Œ 1
Breaking the Sorting Barrier for Directed Single-Source Shortest Paths

Breaking the Sorting Barrier for Directed Single-Source Shortest Paths

Dijkstra’s is not optimal anymore for finding shortest paths!?

Breaking the Sorting Barrier for Directed Single-Source Shortest Paths
arxiv.org/abs/2504.17033

11.08.2025 15:37 πŸ‘ 6 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
Scatterplot showing fitness effect of ~7000 synonymous mutations in yeast: read count at start vs log2 fold change. Most data points are not significant but 204 points are significant outliers, either advantageous or deleterious.

Scatterplot showing fitness effect of ~7000 synonymous mutations in yeast: read count at start vs log2 fold change. Most data points are not significant but 204 points are significant outliers, either advantageous or deleterious.

At the same time, we made thousands of synonymous mutations in endogenous yeast genes and measured their growth. We used careful statistics and controls. Only 3%, 204 of 6874, had a fitness effect! This goes against a controversial recent result that most synonymous mutations had fitness effects.

07.08.2025 08:29 πŸ‘ 80 πŸ” 29 πŸ’¬ 3 πŸ“Œ 2
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β€˜Seek Funding’ Step Added To Scientific Method PARISβ€”In an effort to modernize the principles and empirical procedures of examining phenomena and advancing humanity’s collective knowledge, the International Council for Science announced Thursday t...

β€˜Seek Funding’ Step Added To Scientific Method

05.08.2025 15:15 πŸ‘ 2603 πŸ” 440 πŸ’¬ 17 πŸ“Œ 36
Disney's Recess - Gus's Last Stand
Disney's Recess - Gus's Last Stand YouTube video by iVideoXD

thought of this episode from Recess
www.youtube.com/watch?v=1mLo...

20.07.2025 19:55 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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No, AlphaFold has not completely solved protein folding Biology is hard. Yes, even for AI.

AlphaFold is great, but contrary to public opinion it has not completely solved the protein folding problem. Much work remains to be done.
clauswilke.substack.com/p/no-alphafo...

12.07.2025 18:19 πŸ‘ 124 πŸ” 65 πŸ’¬ 3 πŸ“Œ 6