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Sohny

@ryansohny.bsky.social

PostDoc @Stergachislab UW | Trying to become a scientist failing miserably for now

80 Followers  |  310 Following  |  10 Posts  |  Joined: 22.12.2023  |  1.8556

Latest posts by ryansohny.bsky.social on Bluesky

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Dissecting gene regulatory networks governing human cortical cell fate - Nature Systematic screening of transcription factors reveals conserved mechanisms governing cortical radial glia lineage progression across primates and provides a framework for functional dissecti...

1/ Our new study, led by Jingwen Ding, examines the role of transcription factors during human neurogenesis to identify gene regulatory networks influencing cell fate, maturation, and subtype specification
www.nature.com/articles/s41...

23.01.2026 01:16 โ€” ๐Ÿ‘ 62    ๐Ÿ” 26    ๐Ÿ’ฌ 7    ๐Ÿ“Œ 1
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Ribosomal RNA (rRNA) genes are found in hundreds of copies in the human genome.

Do sequence variations in these paralogs change the ribosome function? Yes!

I am excited to share our new preprint @mbarnalab @jkpritch in collaboration with Calico:
www.medrxiv.org/content/10.1...

1/8

19.11.2025 23:00 โ€” ๐Ÿ‘ 5    ๐Ÿ” 6    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 1
A table showing profit margins of major publishers. A snippet of text related to this table is below.

1. The four-fold drain
1.1 Money
Currently, academic publishing is dominated by profit-oriented, multinational companies for
whom scientific knowledge is a commodity to be sold back to the academic community who
created it. The dominant four are Elsevier, Springer Nature, Wiley and Taylor & Francis,
which collectively generated over US$7.1 billion in revenue from journal publishing in 2024
alone, and over US$12 billion in profits between 2019 and 2024 (Table 1A). Their profit
margins have always been over 30% in the last five years, and for the largest publisher
(Elsevier) always over 37%.
Against many comparators, across many sectors, scientific publishing is one of the most
consistently profitable industries (Table S1). These financial arrangements make a substantial
difference to science budgets. In 2024, 46% of Elsevier revenues and 53% of Taylor &
Francis revenues were generated in North America, meaning that North American
researchers were charged over US$2.27 billion by just two for-profit publishers. The
Canadian research councils and the US National Science Foundation were allocated US$9.3
billion in that year.

A table showing profit margins of major publishers. A snippet of text related to this table is below. 1. The four-fold drain 1.1 Money Currently, academic publishing is dominated by profit-oriented, multinational companies for whom scientific knowledge is a commodity to be sold back to the academic community who created it. The dominant four are Elsevier, Springer Nature, Wiley and Taylor & Francis, which collectively generated over US$7.1 billion in revenue from journal publishing in 2024 alone, and over US$12 billion in profits between 2019 and 2024 (Table 1A). Their profit margins have always been over 30% in the last five years, and for the largest publisher (Elsevier) always over 37%. Against many comparators, across many sectors, scientific publishing is one of the most consistently profitable industries (Table S1). These financial arrangements make a substantial difference to science budgets. In 2024, 46% of Elsevier revenues and 53% of Taylor & Francis revenues were generated in North America, meaning that North American researchers were charged over US$2.27 billion by just two for-profit publishers. The Canadian research councils and the US National Science Foundation were allocated US$9.3 billion in that year.

A figure detailing the drain on researcher time.

1. The four-fold drain

1.2 Time
The number of papers published each year is growing faster than the scientific workforce,
with the number of papers per researcher almost doubling between 1996 and 2022 (Figure
1A). This reflects the fact that publishersโ€™ commercial desire to publish (sell) more material
has aligned well with the competitive prestige culture in which publications help secure jobs,
grants, promotions, and awards. To the extent that this growth is driven by a pressure for
profit, rather than scholarly imperatives, it distorts the way researchers spend their time.
The publishing system depends on unpaid reviewer labour, estimated to be over 130 million
unpaid hours annually in 2020 alone (9). Researchers have complained about the demands of
peer-review for decades, but the scale of the problem is now worse, with editors reporting
widespread difficulties recruiting reviewers. The growth in publications involves not only the
authorsโ€™ time, but that of academic editors and reviewers who are dealing with so many
review demands.
Even more seriously, the imperative to produce ever more articles reshapes the nature of
scientific inquiry. Evidence across multiple fields shows that more papers result in
โ€˜ossificationโ€™, not new ideas (10). It may seem paradoxical that more papers can slow
progress until one considers how it affects researchersโ€™ time. While rewards remain tied to
volume, prestige, and impact of publications, researchers will be nudged away from riskier,
local, interdisciplinary, and long-term work. The result is a treadmill of constant activity with
limited progress whereas core scholarly practices โ€“ such as reading, reflecting and engaging
with othersโ€™ contributions โ€“ is de-prioritized. What looks like productivity often masks
intellectual exhaustion built on a demoralizing, narrowing scientific vision.

A figure detailing the drain on researcher time. 1. The four-fold drain 1.2 Time The number of papers published each year is growing faster than the scientific workforce, with the number of papers per researcher almost doubling between 1996 and 2022 (Figure 1A). This reflects the fact that publishersโ€™ commercial desire to publish (sell) more material has aligned well with the competitive prestige culture in which publications help secure jobs, grants, promotions, and awards. To the extent that this growth is driven by a pressure for profit, rather than scholarly imperatives, it distorts the way researchers spend their time. The publishing system depends on unpaid reviewer labour, estimated to be over 130 million unpaid hours annually in 2020 alone (9). Researchers have complained about the demands of peer-review for decades, but the scale of the problem is now worse, with editors reporting widespread difficulties recruiting reviewers. The growth in publications involves not only the authorsโ€™ time, but that of academic editors and reviewers who are dealing with so many review demands. Even more seriously, the imperative to produce ever more articles reshapes the nature of scientific inquiry. Evidence across multiple fields shows that more papers result in โ€˜ossificationโ€™, not new ideas (10). It may seem paradoxical that more papers can slow progress until one considers how it affects researchersโ€™ time. While rewards remain tied to volume, prestige, and impact of publications, researchers will be nudged away from riskier, local, interdisciplinary, and long-term work. The result is a treadmill of constant activity with limited progress whereas core scholarly practices โ€“ such as reading, reflecting and engaging with othersโ€™ contributions โ€“ is de-prioritized. What looks like productivity often masks intellectual exhaustion built on a demoralizing, narrowing scientific vision.

A table of profit margins across industries. The section of text related to this table is below:

1. The four-fold drain
1.1 Money
Currently, academic publishing is dominated by profit-oriented, multinational companies for
whom scientific knowledge is a commodity to be sold back to the academic community who
created it. The dominant four are Elsevier, Springer Nature, Wiley and Taylor & Francis,
which collectively generated over US$7.1 billion in revenue from journal publishing in 2024
alone, and over US$12 billion in profits between 2019 and 2024 (Table 1A). Their profit
margins have always been over 30% in the last five years, and for the largest publisher
(Elsevier) always over 37%.
Against many comparators, across many sectors, scientific publishing is one of the most
consistently profitable industries (Table S1). These financial arrangements make a substantial
difference to science budgets. In 2024, 46% of Elsevier revenues and 53% of Taylor &
Francis revenues were generated in North America, meaning that North American
researchers were charged over US$2.27 billion by just two for-profit publishers. The
Canadian research councils and the US National Science Foundation were allocated US$9.3
billion in that year.

A table of profit margins across industries. The section of text related to this table is below: 1. The four-fold drain 1.1 Money Currently, academic publishing is dominated by profit-oriented, multinational companies for whom scientific knowledge is a commodity to be sold back to the academic community who created it. The dominant four are Elsevier, Springer Nature, Wiley and Taylor & Francis, which collectively generated over US$7.1 billion in revenue from journal publishing in 2024 alone, and over US$12 billion in profits between 2019 and 2024 (Table 1A). Their profit margins have always been over 30% in the last five years, and for the largest publisher (Elsevier) always over 37%. Against many comparators, across many sectors, scientific publishing is one of the most consistently profitable industries (Table S1). These financial arrangements make a substantial difference to science budgets. In 2024, 46% of Elsevier revenues and 53% of Taylor & Francis revenues were generated in North America, meaning that North American researchers were charged over US$2.27 billion by just two for-profit publishers. The Canadian research councils and the US National Science Foundation were allocated US$9.3 billion in that year.

The costs of inaction are plain: wasted public funds, lost researcher time, compromised
scientific integrity and eroded public trust. Today, the system rewards commercial publishers
first, and science second. Without bold action from the funders we risk continuing to pour
resources into a system that prioritizes profit over the advancement of scientific knowledge.

The costs of inaction are plain: wasted public funds, lost researcher time, compromised scientific integrity and eroded public trust. Today, the system rewards commercial publishers first, and science second. Without bold action from the funders we risk continuing to pour resources into a system that prioritizes profit over the advancement of scientific knowledge.

We wrote the Strain on scientific publishing to highlight the problems of time & trust. With a fantastic group of co-authors, we present The Drain of Scientific Publishing:

a ๐Ÿงต 1/n

Drain: arxiv.org/abs/2511.04820
Strain: direct.mit.edu/qss/article/...
Oligopoly: direct.mit.edu/qss/article/...

11.11.2025 11:52 โ€” ๐Ÿ‘ 641    ๐Ÿ” 453    ๐Ÿ’ฌ 8    ๐Ÿ“Œ 66
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Random seeds and brown M&Ms Your first mistake was assuming people actually understand how random numbers work.

A response to all the people who say "if your results depend on your random seed you have bigger problems."
blog.genesmindsmachines.com/p/random-see...

23.10.2025 16:48 โ€” ๐Ÿ‘ 17    ๐Ÿ” 2    ๐Ÿ’ฌ 5    ๐Ÿ“Œ 0

Delighted to announce that our consortium-wide paper demonstrating identification of cancer somatic genome alterations & epigenetic aberrations across traditionally intractable genomic regions (i.e., centromeres & telomeres) by leveraging personalized diploid genome assemblies is now up on bioRxiv.

14.10.2025 01:52 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

A telomere-to-telomere map of somatic mutation burden and functional impact in cancer https://www.biorxiv.org/content/10.1101/2025.10.10.681725v1

13.10.2025 23:33 โ€” ๐Ÿ‘ 8    ๐Ÿ” 5    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
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A complete diploid human genome benchmark for personalized genomics Human genome resequencing typically involves mapping reads to a reference genome to call variants; however, this approach suffers from both technical and reference biases, leaving many duplicated and ...

Delighted to finally announce a preprint describing the Q100 project! โ€œA complete diploid human genome benchmark for personalized genomicsโ€ For which we finished HG002 to near-perfect accuracy: www.biorxiv.org/content/10.1... ๐Ÿงต[1/14]

22.09.2025 17:01 โ€” ๐Ÿ‘ 97    ๐Ÿ” 57    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 4

My "Math, Revealed" series is freely available to anyone -- no paywall! -- in the thread below.

04.07.2025 00:07 โ€” ๐Ÿ‘ 137    ๐Ÿ” 53    ๐Ÿ’ฌ 6    ๐Ÿ“Œ 5
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This upcoming #WorldEnvironmentDay, weโ€™re highlighting how SMaHT is advancing science in ways that support both human health and sustainability.

By deepening our understanding of somatic mosaicism, SMaHT is helping to drive more precise diagnoses and support a more efficient healthcare system. ๐ŸŒฑ๐ŸŒ

03.06.2025 16:02 โ€” ๐Ÿ‘ 0    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Now published in PNAS: www.pnas.org/doi/10.1073/...

23.05.2025 18:39 โ€” ๐Ÿ‘ 97    ๐Ÿ” 40    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Apologies for getting a bit political on main tonight.

I think this cartoon sums it up.

20.01.2025 22:10 โ€” ๐Ÿ‘ 14891    ๐Ÿ” 2291    ๐Ÿ’ฌ 113    ๐Ÿ“Œ 116
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I freakin love what Liz has been doing.

18.01.2025 01:58 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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South Korean parliament votes to impeach acting president Han Duck-soo | CNN South Koreaโ€™s parliament voted to impeach prime minister and acting president Han Duck-soo on Friday, less than two weeks after parliament stripped President Yoon Suk Yeol of his powers over his short...

Not over yet and long way to go until we set this straight.
amp.cnn.com/cnn/2024/12/...

27.12.2024 18:02 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

I am so sorry for what you are going through Nancy. My prayers are with you and your family.

23.12.2024 23:57 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

๐Ÿ“Œ

21.12.2024 00:21 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Awesome! I feel like there are so many amazing rust-based command-line tools that make life so much easier. I've started replacing tools I used to use with rust-based alternatives (e.g, grep -> rg).

20.12.2024 19:05 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

While I appreciate bat for its code viewing capabilities, I find it frustrating when I use it to view binary file which bat doesnโ€™t support. Not to mention the syntax highlighting is lost when piping (gzip -cd foo.bed.gz | bat). But overall bat is so badass I donโ€™t use less anymore

20.12.2024 18:11 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

๐Ÿ“Œ

17.12.2024 05:36 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
To Democracy

To Democracy

Hereโ€™s to democracy and to resilience.

14.12.2024 08:30 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

The president of South Korea has just been impeached.

14.12.2024 08:10 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Why misogyny is at the heart of South Korea's presidential elections Disgruntled young men who resent feminism are the focus of candidates vying to be president.

Just a little reminder that the South Korean president who just declared martial law was elected two years ago on a wave of anti-feminist backlash. Misogyny is routinely part of the authoritarian package.

www.bbc.com/news/world-a...

03.12.2024 18:11 โ€” ๐Ÿ‘ 7035    ๐Ÿ” 2572    ๐Ÿ’ฌ 109    ๐Ÿ“Œ 138
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Deaminase-assisted single-molecule and single-cell chromatin fiber sequencing https://www.biorxiv.org/content/10.1101/2024.11.06.622310v1 Gene regulation is mediated by the co-occupancy of numerous proteins along individual chromatin fibe

Deaminase-assisted single-molecule and single-cell chromatin fiber sequencing https://www.biorxiv.org/content/10.1101/2024.11.06.622310v1

07.11.2024 08:36 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

@ryansohny is following 20 prominent accounts