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Linda Kachuri

@lindakachuri

Assistant Professor @ Stanford Genetic & cancer epidemiology Views my own πŸ‡ΊπŸ‡¦πŸ‡½πŸ‡°πŸ‡¨πŸ‡¦

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12.09.2023
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Latest posts by Linda Kachuri @lindakachuri

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Ancestry and somatic profile indicate acral melanoma origin and prognosis - Nature Analysis of the somatic and transcriptomic profile of 123 acral melanoma samples from Mexican patients helps understand tumour origins and prognosis, and highlights the importance of including samples...

We are very happy to see our study finally appear online @nature.com! This has been work of nearly 10 years in collaboration with the National Institute of Genome Medicine πŸ‡²πŸ‡½, the National Cancer Institute πŸ‡²πŸ‡½, the @sangerinstitute.bsky.social and others ⬇️

www.nature.com/articles/s41...

18.02.2026 17:52 πŸ‘ 87 πŸ” 41 πŸ’¬ 13 πŸ“Œ 3
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βœ… The UK Government has today granted access to half a million UK Biobank participants' coded GP data for health research.

This change will dramatically increase the power of UK Biobank's dataset to advance the diagnosis, treatment and management of conditions handled by GPs.

10.02.2026 14:57 πŸ‘ 29 πŸ” 16 πŸ’¬ 1 πŸ“Œ 8
What We Inherit: How New Technologies and Old Myths Are Shaping Our Genomic Future by Sam Trejo and Daphne O. Martschenko

What We Inherit: How New Technologies and Old Myths Are Shaping Our Genomic Future by Sam Trejo and Daphne O. Martschenko

In What We Inherit, Sam Trejo and @daphmarts.bsky.social debate the use of genomic tools and their societal impact.

Now available (31 March UK pub).

Learn more about this fascinating book: press.princeton.edu/books/hardco...

#Biology #ReadUP

03.02.2026 20:21 πŸ‘ 9 πŸ” 6 πŸ’¬ 0 πŸ“Œ 0
Perturbation Catalogue home page showing key metrics

Perturbation Catalogue home page showing key metrics

The Perturbation Catalogue is live! πŸ§¬πŸ”ŽπŸ–₯️

It aims to bring genetic perturbation data into one curated, harmonised, and discoverable platform.

Take a look! www.ebi.ac.uk/perturbation...

27.01.2026 15:29 πŸ‘ 11 πŸ” 5 πŸ’¬ 1 πŸ“Œ 0
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Why do some individuals defy their polygenic score?

In the largest study of its kind (402k UKB individuals; 7 continuous traits + 3 diseases), we asked: If your phenotype deviates from common-variant polygenic score prediction, what's driving that difference?

www.medrxiv.org/content/10.6...

06.01.2026 18:30 πŸ‘ 47 πŸ” 26 πŸ’¬ 2 πŸ“Œ 3
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Resolving the mysteries of brain clearance and immune surveillance This review by Kipnis et al. explores recent advances in brain fluid dynamics, emphasizing CSF flow’s role in waste clearance, the glymphatic and meningeal lymphatic systems, and neuroimmune interacti...

How do the metabolic waste products get cleared from our brain? And how does this process intersect with the brain's immune system?
An exceptional review by
@jonykipnis.bsky.social
and colleagues
cell.com/neuron/fullt...

05.12.2025 16:30 πŸ‘ 138 πŸ” 42 πŸ’¬ 4 πŸ“Œ 1

Excited to welcome @nmancuso.bsky.social! Join us tomorrow to learn about cutting edge methods for investigating regulatory genetic effects in diverse cell types and populations! 🧬🀩

@dbdsstanford.bsky.social @stanfordeph.bsky.social

18.11.2025 19:02 πŸ‘ 9 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Specificity, length and luck drive gene rankings in association studies - Nature Genetic association tests prioritize candidate genes based on different criteria.

How do GWAS and rare variant burden tests rank gene signals?

In new work @nature.com with @hakha.bsky.social, @jkpritch.bsky.social, and our wonderful coauthors we find that the key factors are what we call Specificity, Length, and Luck!

🧬πŸ§ͺ🧡

www.nature.com/articles/s41...

07.11.2025 00:05 πŸ‘ 171 πŸ” 74 πŸ’¬ 5 πŸ“Œ 11

Genomic superstar @chundru.bsky.social taking on fake-news genotypes in >900k individuals. He shows allele-level filtering is rarely suffifient, and makes the brave choice to properly tackle chrX!

We’ll be providing our filtered AoU WGS plink pgens for all registered users: watch this space

10.11.2025 13:10 πŸ‘ 7 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0
Presentations for Taylor Head (Room 205ABC Level 2 at 11:15 am on 10/15), Sean Bresnahan (Room 253ABC Level 2 at 8:45 am), and poster for Yung-Han Chang (Board 1108T, 2:30-4:30 pm on 10/16)

Presentations for Taylor Head (Room 205ABC Level 2 at 11:15 am on 10/15), Sean Bresnahan (Room 253ABC Level 2 at 8:45 am), and poster for Yung-Han Chang (Board 1108T, 2:30-4:30 pm on 10/16)

A few programming notes for #ashg25 from trainees in my group @mdanderson.bsky.social + a thread of me being a proud PI. Please drop by these sessions and talk to @taylorhead.bsky.social, @seantbres.bsky.social , @ytchang11.bsky.social, and me in Boston @geneticssociety.bsky.social next week!

08.10.2025 23:31 πŸ‘ 14 πŸ” 4 πŸ’¬ 1 πŸ“Œ 2
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Amid war, a Ukrainian genomics research program blooms Inaugural project for new center searches for genes involved in diabetes

Samples of DNA collected from thousands of Ukrainians are part of a study probing the genetics of type 1 diabetes. https://scim.ag/4nabr6B

21.09.2025 01:31 πŸ‘ 61 πŸ” 14 πŸ’¬ 1 πŸ“Œ 0

Can anyone recommend a good immigration lawyer?

20.09.2025 19:16 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Happy to see this online!

Having an extra sex chromosome really challenge the binary definition of sex based on XX and XY. So it is not only a medical, but also an important societal question.

22.08.2025 08:59 πŸ‘ 20 πŸ” 5 πŸ’¬ 1 πŸ“Œ 1
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Grateful for this terrific commentary by @tomonroe.bsky.social in @jclinical-invest.bsky.social on our paper that is out in final print format today: www.jci.org/articles/vie...

Please check it out: www.jci.org/articles/vie...

15.08.2025 19:40 πŸ‘ 24 πŸ” 4 πŸ’¬ 2 πŸ“Œ 0

Our new AJHG paper is online. We develop a new TWAS tool that uses local-ancestry information to improve power of gene mapping in admixed samples. Lead author Taylor Head (now at MD Anderson) did a phenomenal job spearheading this work!

23.06.2025 12:33 πŸ‘ 19 πŸ” 7 πŸ’¬ 0 πŸ“Œ 0
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A final point about trust. Herasight has apparently partnered with Heliospect Genomics, founded by self-described eugenicist Jonathan Anomaly (a member of both companies). Anomaly and Heliospect were profiled last year by Hope Not Hate:
investigations.hopenothate.org.uk/superbaby-fa...

02.08.2025 14:37 πŸ‘ 30 πŸ” 8 πŸ’¬ 2 πŸ“Œ 4
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FIMM-EMBL Group Leaders in Molecular Medicine FIMM-EMBL Group Leaders in Molecular Medicine

We have 2-3 group leader positions opening @fimm-uh.bsky.social !!

We are looking for outstanding candidates in human genetics and precision medicine.

This time we have a focus on population health data science. E.g. AI for EHR/health dataΒ  Β  Β  Β 

Generous starting package πŸ’°

shorturl.at/FAk6n

01.06.2025 15:38 πŸ‘ 38 πŸ” 45 πŸ’¬ 0 πŸ“Œ 1

Super excited to see this out. What started as some math in a grant in 2020, to a student deciding to take this on in 2022, to published in 2025.

These things can take time and patience is key!

21.07.2025 18:54 πŸ‘ 57 πŸ” 17 πŸ’¬ 3 πŸ“Œ 2
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Integration of MRI radiomics and germline genetics to predict the IDH mutation status of gliomas - npj Precision Oncology npj Precision Oncology - Integration of MRI radiomics and germline genetics to predict the IDH mutation status of gliomas

IDH mutations are some of the most informative prognostic markers for #glioma. Our small, proof-of-concept study shows that #multimodal classifiers that include #polygenic risk scores can improve pre-operative molecular subtyping: www.nature.com/articles/s41... 🧠🧬

@stanford-cancer.bsky.social

21.06.2025 18:42 πŸ‘ 8 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Making sense of the polygenicity of complex traits Nature Reviews Genetics, Published online: 16 June 2025; doi:10.1038/s41576-025-00866-7Hakhamanesh Mostafavi recalls a landmark paper by Boyle et al. on the omnigenic model, which proposed that complex traits are influenced by thousands of genes across the genome, including many that are only indirectly related to a trait through regulatory networks.

New online! Making sense of the polygenicity of complex traits

16.06.2025 12:30 πŸ‘ 10 πŸ” 7 πŸ’¬ 0 πŸ“Œ 1

Our paper on the theoretical properties of SNP heritability in admixed populations is out in Genetics:
academic.oup.com/genetics/adv...

with @jinguohuang.bsky.social, @nicole-kleman.bsky.social , Saonli Basu, and Mark Shriver

25.05.2025 02:03 πŸ‘ 40 πŸ” 23 πŸ’¬ 0 πŸ“Œ 0
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Abstracts Abstract submission for ASHG 2025. We encourage you to submit your latest research on human genetics and genomics for programming at the ASHG 2025 Annual Meeting.

It's that time of the year again: ASHG Abstracts!

ASHG has always provided an excellent avenue to present novel methods in StatGen and GenEpi, get early feedback, and meet your colleagues! Deadline is June 9th, so still plenty of time :D

Link below πŸ‘‡
www.ashg.org/meetings/202...

15.05.2025 15:36 πŸ‘ 5 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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scPrediXcan integrates deep learning methods and single-cell data into a cell-type-specific transcriptome-wide association study framework Zhou et al. introduce scPrediXcan, a novel transcriptome-wide association study framework that integrates the deep learning-based model ctPred for cell-type-specific expression prediction. Applied to ...

Check out our scPrediXcan paper
www.cell.com/cell-genomic...
Led by the talented @Charles_Zhou12 and supervised by @MengjieChen6
and me, with thanks to many contributors.

scPrediXcan integrates deep learning and single cell expression data into a powerful cell type specific TWAS framework.

14.05.2025 22:41 πŸ‘ 15 πŸ” 6 πŸ’¬ 0 πŸ“Œ 1
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I'm excited to share our latest work, now out in #PLOSGenetics! If you feel limited by linear models in TWAS or PWAS but don't think you can switch to nonlinear methods due to a lack of individual-level phenotype data, this paper is for you.

πŸ”— journals.plos.org/plosgenetics...

Thread below πŸ‘‡ (1/6)

07.05.2025 18:12 πŸ‘ 9 πŸ” 5 πŸ’¬ 1 πŸ“Œ 0
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Hating on β€œBig Pharma”? Cool, it’s a $1.6 trillion regulated industry. But hang on…the $6.3 trillion wellness industry sells you mushroom tea, dewormers, crash diets, and alkaline waterβ€”no regulations, no oversight. But hey, it’s β€˜natural,’ right?

30.04.2025 01:36 πŸ‘ 690 πŸ” 263 πŸ’¬ 24 πŸ“Œ 31
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3/n
Genetic correlation is straightforward but remember HLA - largely impacting T1D & other AIDs - is excluded by LDSC.

If genetic correlation is a genome-wide non-HLA measurement, how can we get HLA back into the game?

We built a within-sample HLA PGS with weighted ridge classifiers in FinnGen.

28.04.2025 03:15 πŸ‘ 6 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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Association between plausible genetic factors and weight loss from GLP1-RA and bariatric surgery - Nature Medicine The authors found, after analyzing 10,960 individuals from 9 multiancestry biobanks across 6 countries, that genetic factors previously associated with BMI have limited impact on GLP-1 receptor agonis...

🚨 New paper 🚨

Do known genetic factors for obesity and type 2 diabetes affect weight loss from GLP1-RA (Ozempic) or bariatric surgery?

πŸ” 10,960 people, 9 biobanks, 6 countries
🧬 Minimal genetic impact on GLP1-RA response
πŸ“‰ Modest effect after surgery

www.nature.com/articles/s41...

18.04.2025 13:32 πŸ‘ 17 πŸ” 7 πŸ’¬ 0 πŸ“Œ 1
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Data and Politics Data + Politics. San Francisco, Tech, Politics. With Kindness.

I started a newsletter.

My first post is going to be a deeper dive into insider trading on Wednesday.

I’ll be writing about tech, San Francisco, politics, and AI. With kindness.

I’d be grateful for any boosts as I’m excited and nervous for this.

data-and-politics.ghost.io

12.04.2025 02:29 πŸ‘ 101 πŸ” 21 πŸ’¬ 4 πŸ“Œ 0

Accurately describes the phenomenon of Bureaucratic Capture, where a bureaucracy is set up to serve an organization, but everyone ends up serving the bureaucracy instead (not confined to universities, of course)

25.03.2025 15:12 πŸ‘ 5 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
5 relative abundance plots arranged to have increasing compositional variability (variability across relative abundance samples, here vertical bars)

5 relative abundance plots arranged to have increasing compositional variability (variability across relative abundance samples, here vertical bars)

1/ Hey y'all, I'm excited to share my latest paper, which is out now in PNAS! We introduce FAVA, a statistical framework to measure compositional variability across microbiome samples. If you want to measure variability across a stacked bar plot, FAVA is for you! Paper: doi.org/10.1073/pnas...

14.03.2025 20:46 πŸ‘ 207 πŸ” 72 πŸ’¬ 5 πŸ“Œ 2