Davis McCarthy's Avatar

Davis McCarthy

@davisjmcc.bsky.social

Head, Bioinformatics and Cellular Genomics Lab, St Vincent's Institute of Medical Research, Melbourne. Stats, AI/ML, bioinformatics, genomics, single-cell. https://www.svi.edu.au/researchers/dr-davis-mccarthy/

1,669 Followers  |  501 Following  |  42 Posts  |  Joined: 09.08.2023  |  2.5137

Latest posts by davisjmcc.bsky.social on Bluesky

i can only imagine the licensing agreement needed to get that name over the line

16.09.2025 01:10 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Benchmarking long-read RNA-sequencing technologies with LongBench: a cross-platform reference dataset profiling cancer cell lines with bulk and single-cell approaches Long-read RNA sequencing enables full-length transcript profiling and improved isoform resolution, but variable platforms and evolving chemistries demand careful benchmarking for reliable application....

Excited to share our latest preprint: LongBenchβ€”a cross-platform reference dataset profiling cancer cell lines with bulk and single-cell approaches.
www.biorxiv.org/content/10.1...

15.09.2025 05:22 β€” πŸ‘ 12    πŸ” 5    πŸ’¬ 1    πŸ“Œ 2
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Clinical and genetic spectrum of Fanconi anemia in Australia and New Zealand Fanconi anemia (FA) is a rare genetic condition that predisposes to progressive bone marrow failure, a specific spectrum of malignancies, including he…

I feel incredibly privileged to share this study on Fanconi anaemia, based on a small but important cohort. This work describes the genetics and clinical outcomes of patients in Australia and New Zealand with a diagnosis of FA.

www.sciencedirect.com/science/arti...

11.09.2025 03:50 β€” πŸ‘ 7    πŸ” 5    πŸ’¬ 1    πŸ“Œ 0

expertise, maybe...energy, ah that's a different issue...

10.09.2025 00:41 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Thrilled to share our latest work on meiotic recombination, where we mapped rates and distributions by sequencing thousands of individual sperm. This study was led by Stevan Novakovic and @caitlinharris.bsky.social , in collaboration with @davisjmcc.bsky.social and Cynthia Liu.

05.09.2025 03:49 β€” πŸ‘ 16    πŸ” 10    πŸ’¬ 2    πŸ“Œ 0
A comparison of 10x reagent costs between Australia and Indonesia. The overall cost of these (and everything else) is twice as high in Indonesia.

A comparison of 10x reagent costs between Australia and Indonesia. The overall cost of these (and everything else) is twice as high in Indonesia.

Now that I've given my talk at today's excellent #ourdna symposium I can share this slide I put together for it. I knew these numbers, because I was the one paying for things, but still:

14.08.2025 02:46 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Valentine Svensson
Negative binomial regression and inference using a pre-trained transformer
https://arxiv.org/abs/2508.04111

07.08.2025 04:16 β€” πŸ‘ 6    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

When Jeffrey "graduated" from our lab to go to do a PhD at Cambridge I knew big things would come - and boy was I vindicated!

Very exciting work - rigorous and insightful (exactly as I came to expect from Jeffrey) and immediately useful for a huge number of cool projects.

Awesome 🌟, well done!

23.07.2025 04:55 β€” πŸ‘ 13    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0

Gosh the number of times I see people testing differentially expressed genes and then applying a post-hoc fold-change threshold and I have to scream into the void WE WROTE A METHOD TO TEST THE INTERVAL NULL (...15+ years ago 🫠)

23.07.2025 04:51 β€” πŸ‘ 6    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

people don't actually want to test point-nulls in NHST, they want to test interval nulls and they rely on the structure of the test to define the "interval null" (*waves hands vaguely*) for them, rather than explicitly defining an interval null and testing it.

23.07.2025 04:38 β€” πŸ‘ 27    πŸ” 4    πŸ’¬ 4    πŸ“Œ 2
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πŸ“’ Announcing the MOPITAS Autumn School on Spatial Transcriptomics Data Analysis – taking place November 12–14, in Munich. Don't miss this excellent opportunity to deepen your expertise in data science and multi-OMICS analysis - especially as a PhD student in the data science community.

04.07.2025 19:20 β€” πŸ‘ 16    πŸ” 8    πŸ’¬ 1    πŸ“Œ 0
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ABACBS 2025 Conference Adelaide, South Australia. Nov. 24-

The day is finally here! πŸŽ‰ We’re releasing the invited speaker line-up, key dates, and lots more info for ABACBS 2025.
Check it out and share widely: www.abacbs.org/abacbs2025

Registrations and abstract submissions open next week, with abstracts due in August!

04.07.2025 04:34 β€” πŸ‘ 8    πŸ” 6    πŸ’¬ 0    πŸ“Œ 1
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Postdoctoral Researcher in Computational Genetics The research group of Oliver Stegle looks for a postdoctoral researcher to join a collaborative project with GSK with the goal to apply computational methods to investigate the effects of rare variant...

Job alert: Join us for a postdoc in AI in genetics at @EMBL Heidelberg! Great collaboration with @Adrian Cortes @GSK, aiming to develop new tools to elucidate genetic effects using population-scale cohorts and single-cell readouts. Please share!

embl.wd103.myworkdayjobs.com/de-DE/EMBL/d...

26.06.2025 10:00 β€” πŸ‘ 14    πŸ” 17    πŸ’¬ 0    πŸ“Œ 2

Increasingly, I think one of the most important questions people need to ask (and answer) themselves is "How much is enough?"

25.06.2025 01:05 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Applications for this position will close on Friday 30 June

So if you or anyone you know might be interested in applying, time to get your skates on!

25.06.2025 01:02 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Nice work :D

25.06.2025 00:57 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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SpotSweeper: spatially aware quality control for spatial transcriptomics - Nature Methods SpotSweeper is a spatially aware method for quality control of spatially resolved transcriptomics data that corrects for spatial confounding missed by existing methods, including both local and region...

🚨 New paper published in @natmethods.nature.com!

We introduce SpotSweeper, the first spatially-aware QC methods for spatial transcriptomics.

πŸ“° Paper : nature.com/articles/s41...
πŸ’» Code: github.com/MicTott/Spot...
πŸ“ˆ Website: mictott.github.io/SpotSweeper/

πŸ§΅πŸ‘‡

06.06.2025 12:03 β€” πŸ‘ 31    πŸ” 13    πŸ’¬ 1    πŸ“Œ 3
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OurDNA Symposium 2025: Partnering for impact The OurDNA Symposium brings stakeholders together for important conversations about building the foundation for equitable genomics in Australia.

Hey Australian genetics/genomics friends: the OurDNA Symposium will be in Sydney on 14 August, just before the HGSA meeting. Learn more about inclusive recruitment for genomics and get a preview of the OurDNA variant browser! events.humanitix.com/ourdna-sympo...

23.06.2025 01:03 β€” πŸ‘ 10    πŸ” 9    πŸ’¬ 0    πŸ“Œ 1

I would also very much like a mixed model in edgeR πŸ˜‰

afaik (given I haven't been an active developer for years), it hasn't been possible to implement a mixed model in a way that's compatible with the empirical Bayes information sharing...and for edgeR eBayes is more important if there's a tradeoff

20.06.2025 00:11 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

New preprint from the lab

@tyagilab.bsky.social

18.06.2025 04:30 β€” πŸ‘ 4    πŸ” 3    πŸ’¬ 1    πŸ“Œ 0

Yes, also open for PhD applicants too. We accept students who apply and are enrolled through the Faculty of Medicine, Dentistry and Health Sciences. Email me if you'd like to discuss further

18.06.2025 01:25 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I cannot recommend Davis’s group more highly! In addition to excellent research, he has been a great mentor!

16.06.2025 09:46 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Come for the science, stay for the March Mammal Madness!

17.06.2025 00:20 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

πŸ” We're looking for:
- PhD in computational field
- Strong programming skills (R/Python/Julia)
- Genomics/bioinformatics experience
- HPC expertise

πŸ’Ό What we offer:
β€’ 3-year contract
β€’ $98-106K + generous super
β€’ Supportive research environment

#bioinformatics #computationalbiology #postdoc

🧡3/3

16.06.2025 07:07 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Comparison of AI-integrated pathways with human-AI interaction in population mammographic screening for breast cancer - Nature Communications Successful human-AI collaboration could greatly contribute to breast cancer mammographic screening. Here, the authors use a large-scale retrospective mammography dataset to simulate and compare five p...

We're do cool stuff: single-cell genetics, spatial transcriptomics, biomedical imaging, and (dare I say it) AI (ahem, deep learning).

EG:

Developing an AI reader to detect breast cancer: www.nature.com/articles/s41...

Spatial transcriptomics in pulmonary fibrosis: www.nature.com/articles/s41...

16.06.2025 07:07 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Research Officer - Bioinformatics Job in Fitzroy, Melbourne VIC - SEEK Seeking a Postdoc to develop computational toolkits to enable large-scale studies of single-cell and spatial 'omics and statistical genetics

πŸ“’ PostDoc opportunity in our Bioinformatics & Cellular Genomics lab at SVI! 🧬

You’d join a welcoming, supportive, and brilliant team.

Why not spend a few years in Melbourne and be part of something exciting?

Apply here: www.seek.com.au/job/84737876

#ScienceCareers #PostDoc #Bioinformatics

16.06.2025 07:07 β€” πŸ‘ 33    πŸ” 25    πŸ’¬ 2    πŸ“Œ 3

I'm so sorry to hear this. Atul was very kind to me when I presented as a PhD student at a conference back in ~2013. That he was so impressive scientifically but so encouraging and welcoming stays with me

16.06.2025 00:16 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Delighted that the 'flagship' manuscript on our @genesandhealth.bsky.social 44k exomes (British Pakistanis & Bangladeshis) is now preprinted. Great academic-industry collaboration. Lots of new associations (mostly additive, a few recessive) and new insights into homoz knockouts & drug discovery.

12.06.2025 19:14 β€” πŸ‘ 44    πŸ” 14    πŸ’¬ 2    πŸ“Œ 1

People always stop me in the street to ask: "Yoav, where are the disease-associated eQLTs? We found a lot in GTEx but we can't find anymore. Do you know where they are?"

(For the record, no one has ever asked me this, but it is a really good question!)

I think we know where they are.

10.06.2025 14:20 β€” πŸ‘ 58    πŸ” 14    πŸ’¬ 3    πŸ“Œ 2
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My message to Trump’s NIH Director? No one in America wants us to do LESS cancer research.

No one is asking Trump to make it harder to cure Alzheimer's disease.

Yet Trump is cutting all of this NOW and demanding an $18 BILLION cut to NIH next year. Not on my watch.

10.06.2025 18:52 β€” πŸ‘ 680    πŸ” 210    πŸ’¬ 17    πŸ“Œ 11

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