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Mark Robinson

@markrobinsonca.bsky.social
1.5K followers 307 following 22 posts

statistical bioinformatics; canadian / swiss; #methodsmatter #rstats; open science advocate; grumpy towards prestige worshippers, excessive admin and bros; will sacrifice sleep for a sunrise. robinsonlabuzh.github.io

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Reposted by Mark Robinson
Jieran Sun @onesinglecell.bsky.social · 13/09/2026
Our paper is out in Nature Methods! 🧑‍💻 There are 50+ methods for spatially-aware clustering on spatial transcriptomics data. How should we use them? A thread 🧵 (1/7) 📄 doi.org/10.1038/s415... #spatialtranscriptomics #bioinformatics #computationalbiology
doi.org
Beyond benchmarking: an expert-guided consensus approach to spatially aware clustering - Nature Methods
Benchmarking spatially aware clustering is challenging. SACCELERATOR is an open-source, extensible framework that formalizes expert-guided spatial clustering analysis.
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Reposted by Mark Robinson
Pierre-Luc Germain @plger.bsky.social · 26/08/2026
Sharing a new preprint about technical variation in (bulk/ #SingleCell ) #ATACseq and motif accessibility analyses, and methods to correct for them www.biorxiv.org/content/10.6...
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Mark Robinson @markrobinsonca.bsky.social · 24/08/2026
That's exciting. From a hackathon in December 2023 (spatialhackathon.github.io/past.html) to a preprint in June 2025 (www.biorxiv.org/content/10.1...) to this publication out today (doi.org/10.1038/s415...).
spatialhackathon.github.io
Past Events
Github Pages for SpatialHackathon
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Reposted by Mark Robinson
Pablo Meyer @oldbap.bsky.social · 18/08/2026
Excited to be in Zurich for a keynote Tx @markrobinsonca.bsky.social crsuzh.pages.uzh.ch/msmr/
crsuzh.pages.uzh.ch
1st Interdisciplinary Symposium on Meta Science for Methods Research – MSMR 2026
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Reposted by Mark Robinson
Pierre-Luc Germain @plger.bsky.social · 23/06/2026
How do >1600 transcription factors (TFs) bind across hundreds of cell types? Experimentally profiling every combination isn't practically doable. But relying on DNA motifs isn't a great alternative -- they lack both sensitivity and specificity. #Genomics #GeneRegulation 👇
Motifs are poor proxies for binding
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Tim Morris @timpmorris.bsky.social · 02/06/2026
The program is up for the first 1st Interdisciplinary Symposium on Meta Science for Methods Research and it promises to be a BANGER! crsuzh.pages.uzh.ch/msmr/program/
crsuzh.pages.uzh.ch
index – MSMR 2026
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Reposted by Mark Robinson
František Bartoš @fbartos.bsky.social · 02/06/2026
Check out the great program of the *1st Interdisciplinary Symposium on Meta Science for Methods Research* organized 31 August and 1 September in Zürich! Ton of cool speakers and meta-methodological reseach! crsuzh.pages.uzh.ch/msmr/program/ (registration still open)
crsuzh.pages.uzh.ch
index – MSMR 2026
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Mark Robinson @markrobinsonca.bsky.social · 06/05/2026
This was a fun effort from our lab retreat (!) to recreate a "arms-length" benchmark (i.e., one that someone else created) using our Omnibenchmark framework. We all learned a lot in the process ..
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Mark Robinson @markrobinsonca.bsky.social · 27/04/2026
Still ~3 days left to submit an abstract to MSMR (Meta Science for Methods Research) 2026 in Zurich .. scicomm.xyz/@SamuelPawel... crsuzh.pages.uzh.ch/msmr/ Come join us and discuss how quantitative/computational methods are developed, evaluated (benchmarked!) ..
scicomm.xyz
Samuel Pawel (@SamuelPawel@scicomm.xyz)
Registration and abstract submission now open: 1st Interdisciplinary Symposium on Meta Science for Methods Research (MSMR 2026) How can we improve research on research methods? This symposium will br...
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Reposted by Mark Robinson
Martin Emons @martinemons.bsky.social · 16/04/2026
We are excited to share our latest preprint on spatialFDA, a method for the statistical analysis of spatial omics data. bioconductor.org/packages/3.2...
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Reposted by Mark Robinson
Will Macnair @willmacnair.bsky.social · 13/03/2026
scprocess is the result of an *unbelievable* amount of hard work by Maruša Koderman, PhD at University of Zürich co-supervised by me and @markrobinsonca.bsky.social. Maruša did so much: ideas, writing so much code, testing and debugging, writing all of the docs, tolerating me changing my mind... 🙈
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Mark Robinson @markrobinsonca.bsky.social · 11/03/2026
😅 We are also excited to be presenting a Omnibenchmark workshop at ECCB in Geneva in Aug/Sept .. eccb2026.org/tutorials-wo...
eccb2026.org
Tutorials and workshops
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Mark Robinson @markrobinsonca.bsky.social · 12/02/2026
So, this should be quite interesting! We just posted a BIG update to our Omnibenchmark "framework", basically a software layer to help you manage, build, standardize, and orchestrate reproducible and extensible (computational method) benchmarks .. (quite a mouthful) .. arxiv.org/abs/2409.17038
arxiv.org
Omnibenchmark: transparent, reproducible, extensible and standardized orchestration of solo and collaborative benchmarks
Benchmarking involves designing, running and disseminating rigorous performance assessments of methods, most often for data analysis and software tools, but the process can also be applied to experime...
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Reposted by Mark Robinson
PCI Genomics @genomics.peercommunityin.org · 01/12/2025
"Bulk RNA-seq to the rescue of differential expression analysis in single-cell transcriptomics" 🧫 📑 A new PCI Genomics recommendation by @mireyaplass.bsky.social: doi.org/10.24072/pci...
doi.org
Bulk RNA-seq to the rescue of differential expression analysis i...
Due to the costs of single-cell sequencing, sample sizes are often relatively limited, sometimes leading to poorly reproducible results. In many contexts, however, larger bulk RNAseq data is…
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Reposted by Mark Robinson
Stephen Turner @stephenturner.us · 21/11/2025
Orchestrating Spatial Transcriptomics Analysis with Bioconductor (including interoperability with Python) Paper: www.biorxiv.org/content/10.1... Book: bioconductor.org/books/OSTA/ #Rstats
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Reposted by Mark Robinson
Helena Lucia Crowell @helucro.bsky.social · 21/11/2025
Many people hours, calls and messages later: OSTA is now “in (pre)print”, though the real thing lives at bioconductor.org/books/OSTA. Check it out, get in touch. We welcome any feedback, suggestions, wishes (& contributions). It’s been a joy working with you @estellayixingdong.bsky.social!
bioconductor.org
Orchestrating Spatial Transcriptomics Analysis with Bioconductor
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Reposted by Mark Robinson
Halin Lab - Pharmaceutical Immunology and Vascular biology @halinlab.bsky.social · 15/11/2025
We are so excited to announce that our latest paper is out in @jem.org By combining single-cell RNA sequencing and 3D imaging, we reveal striking structural and molecular differences between human and mouse dermal lymphatic vasculature, opening up new perspectives on #Lymphatics and #HumanBiology
rupress.org
Transcriptomics- and 3D imaging–based characterization of the lymphatic vasculature in human skin | Journal of Experimental Medicine | Rockefeller University Press
This study reveals how the structure and cellular morphology of human dermal afferent lymphatic vessels differ from the current, primarily mouse tissue–bas
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Reposted by Mark Robinson
BF Francis Ouellette @bffo.bsky.social · 15/11/2025
From @csoneson.bsky.social , @markrobinsonca.bsky.social & colleagues in @plos.org #Computational #Biology | Building a continuous #benchmarking ecosystem in #bioinformatics | #Education 🧬 🖥️ 🧪 🔓   ⬇️ journals.plos.org/ploscompbiol...
journals.plos.org
Building a continuous benchmarking ecosystem in bioinformatics
Benchmarking, which involves collecting reference datasets and demonstrating method performance, is a requirement for the development of new computational tools, but also becomes a domain of its own t...
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Reposted by Mark Robinson
#SingleCell preprints @prepub-singlecell.bsky.social · 07/11/2025
Hybrid untargeted and targeted RNA sequencing facilitates genotype-phenotype associations at single-cell resolution #SingleCell 🧪🧬🖥️ www.biorxiv.org/content/10.1101/202…
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Reposted by Mark Robinson
Javier Santoyo @jsantoyo.bsky.social · 08/11/2025
DESpace2: detection of differential spatial patterns in spatial omics data. #SpatialOmics #DifferentialSpatialPatterns #scRNAseq #Genomics #Bioinformatics @biorxivpreprint.bsky.social www.biorxiv.org/content/10.1...
biorxiv.org
DESpace2: detection of differential spatial patterns in spatial omics data
Spatially resolved transcriptomics (SRT) enables the investigation of mRNA expression in a spatial context. While several SRT analysis frameworks have been developed, the vast majority of them focus…
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Reposted by Mark Robinson
Bioconductor @bioconductor.bsky.social · 29/10/2025
🧬 EuroBioC2026 is coming to Turku, Finland, from June 3–5, 2026! Expect 3 exciting days with the Bioconductor community, showcasing the latest advances in Bioconductor software and emerging technologies shaping computational biology. 👉 More details soon at eurobioc2026.bioconductor.org
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Reposted by Mark Robinson
Samuel Gunz @samuelgunz.bsky.social · 14/10/2025
I'm very excited to share our latest preprint! We introduce structure-based analysis of spatial omics data – an approach that focuses on multi-cellular anatomical structures rather than single cells. We also present sosta to facilitate this type of analysis: bioconductor.org/packages/sos...
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Reposted by Mark Robinson
bioRxiv Bioinfo @biorxiv-bioinfo.bsky.social · 14/10/2025
Analysis of anatomical multi-cellular structures from spatial omics data using sosta www.biorxiv.org/content/10.1101/202…
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Reposted by Mark Robinson
Ana Conesa @anaconesa.bsky.social · 02/10/2025
Looking for scientists working with long-read transcriptomics technologies to join a COST action proposal. Contact us!!! @nanoporetech.com @pacbio.bsky.social
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Reposted by Mark Robinson
Wolfgang Huber @wkhuber.bsky.social · 18/09/2025
Martin Emons on SpatialFDA - searching for differential colocalization in spatial omics data
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Reposted by Mark Robinson
Bioconductor @bioconductor.bsky.social · 18/09/2025
EuroBioC2025 is in full swing here in Barcelona! Day 1 was full of great talks, conversations, and that amazing Bioconductor community energy. Excited for what’s ahead today and tomorrow! #EuroBioC2025 #Bioconductor #OpenScience #Community
EuroBioC2025 group photo on PRBB terrace with sea in background.EuroBioC2025 welcome in PRBB auditorium by host Robert Castelo, showing slides with conference sticker and sponsor logos.EuroBioC2025 hexwall banner with the hexwall creator Kevin Rue-Albrecht standing beside it.EuroBioC2025 carved wooden keyring, a gift for all participants, created by Annekathrin Nedwed.
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Reposted by Mark Robinson
Martin Emons @martinemons.bsky.social · 11/09/2025
We are excited to share the publication of our paper on exploratory spatial statistics for spatial omics data academic.oup.com/nar/article/...
academic.oup.com
Harnessing the potential of spatial statistics for spatial omics data with pasta
Abstract. Spatial omics allow for the molecular characterization of cells in their spatial context. Notably, the two main technological streams, imaging-ba
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Reposted by Mark Robinson
bioRxiv Bioinfo @biorxiv-bioinfo.bsky.social · 12/07/2025
MIMIC: a flexible pipeline to register and summarize IMC-MSI experiments www.biorxiv.org/content/10.1101/202…
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Reposted by Mark Robinson
Martin Emons @martinemons.bsky.social · 27/06/2025
Update: We greatly revised our paper and renamed it “Harnessing the Potential of Spatial Statistics for Spatial Omics Data with pasta”. We discuss the broad range of exploratory spatial statistics options for spatial Omics technologies and show relevant use cases. arxiv.org/abs/2412.01561
arxiv.org
Harnessing the Potential of Spatial Statistics for Spatial Omics Data with pasta
Spatial omics assays allow for the molecular characterisation of cells in their spatial context. Notably, the two main technological streams, imaging-based and high-throughput sequencing-based, can gi...
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Reposted by Mark Robinson
Nav @naveed-ishaque.bsky.social · 02/07/2025
Did you ever notice discrepancies in benchmarking of bioinformatics tools? We did too! Setting out to benchmark spatial clustering methods, we encountered major reproducibility issues in previous benchmarks and questionable "ground truths". More in our preprint: www.biorxiv.org/content/10.1...
biorxiv.org
Beyond benchmarking: an expert-guided consensus approach to spatially aware clustering
Spatial omics technologies have revolutionized the study of tissue architecture and cellular heterogeneity by integrating molecular profiles with spatial localization. In spatially resolved transcript...
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Reposted by Mark Robinson
bioRxiv Bioinfo @biorxiv-bioinfo.bsky.social · 02/07/2025
DESpace2: detection of differential spatial patterns in spatial omics data www.biorxiv.org/content/10.1101/202…
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Reposted by Mark Robinson
Javier Santoyo @jsantoyo.bsky.social · 01/07/2025
A Systematic Benchmark of High-Accuracy PacBio Long-Read RNA Sequencing for Transcript-Level Quantification. #HiFi #LongReads #Sequencing #Transcriptomics @pacbio.bsky.social @biorxivpreprint.bsky.social www.biorxiv.org/content/10.1...
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Reposted by Mark Robinson
SIB Swiss Institute of Bioinformatics @sib.swiss · 01/07/2025
🤖 SIB supplies the foundation of transformational AI by providing: ⭐ gold-standard training data through curated databases 🔗 connected information through knowledge representation 💪 trustworthy evaluation through benchmarking. See how in the #SIBProfile 2025: issuu.com/sibswissinst...
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Reposted by Mark Robinson
🇲🇽 Leonardo Collado-Torres @lcolladotor.bsky.social · 12/06/2025
Pseudobulk DGE #RStats journal club * #muscat doi.org/10.1038/s414... @helucro.bsky.social * pbDD doi.org/10.1101/2023... @davi1893.bsky.social * #dreamlet doi.org/10.1101/2023... ‪@panosroussos.bsky.social * #distinct doi.org/10.1214/22-A... @markrobinsonca.bsky.social youtu.be/TB9dfKPfns8
youtu.be
[2025-06-11] Pseudobulk DGE statistical methods journal club
YouTube video by Leonardo Collado Torres
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Mark Robinson @markrobinsonca.bsky.social · 29/04/2025
Heads-up that Genome Biology is starting a new benchmark collection ("Benchmarks v2.0"): www.biomedcentral.com/collections/...
biomedcentral.com
Call for papers - Benchmarks v2.0
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Reposted by Mark Robinson
Ana Conesa @anaconesa.bsky.social · 24/03/2025
Honored to deliver the opening keynote talk at the Modern Benchmarking Conferene in Ascona a very much needed meeting organizad by @markrobinsonca.bsky.social @iscb.bsky.social sites.google.com/view/ascona2...
sites.google.com
Ascona 2025
Modern Benchmarking: Advancing Computational Methods in Molecular Biology is an event dedicated to bringing together researchers and students from bioinformatics, computational biology, molecular biol...
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Reposted by Mark Robinson
BF Francis Ouellette @bffo.bsky.social · 20/03/2025
From @csoneson.bsky.social , @mramos148.bsky.social, @jorainer.bsky.social & colleagues in @plos.org #Computational #Biology | Eleven quick tips for writing a #Bioconductor package | #Bioinformatics #Education #Rstats #PLOSCBQT 🧬 🖥️ 🧪 🔓 ⬇️ journals.plos.org/ploscompbiol...
journals.plos.org
Eleven quick tips for writing a Bioconductor package
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Mark Robinson @markrobinsonca.bsky.social · 05/03/2025
Quick update. We have a pretty exciting lineup of topics/speakers in and around benchmarking that will be presented in Ascona at the end of the month: sites.google.com/view/ascona2... There are few registration slots left, so if you are interested to join us, get in touch.
sites.google.com
Ascona 2025 - Schedule
Tentative Conference Schedule
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Reposted by Mark Robinson
Davide Risso @davi1893.bsky.social · 27/01/2025
Do you want to learn more about the statistical analysis of proteomics, metabolomics, single-cell and spatial transcriptomics? Do you want to up your game with R and Bioconductor? All of this while enjoying summer in the beautiful Italian Alps? Join us for the 21st edition of CSAMA July 6-11!
CSAMA 2025 flyer
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Reposted by Mark Robinson
Neuron @cp-neuron.bsky.social · 20/12/2024
dlvr.it
snRNA-seq stratifies multiple sclerosis patients into distinct white matter glial responses
Macnair and Calini et al. analyze 632,000 snRNA-seq profiles from multiple sclerosis and control brain samples, identifying distinct cellular responses in white and gray matter. They stratify MS patients into groups based on patterns of gene expression in…
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Mark Robinson @markrobinsonca.bsky.social · 05/12/2024
Another preprint from our group this week .. see @siyuanluo.bsky.social's explainer below ..
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Javier Santoyo @jsantoyo.bsky.social · 04/12/2024
edgeR v4: powerful differential analysis of sequencing data with expanded functionality and improved support for small counts and larger datasets. #EdgeR #DifferentialAnalysis #Bioinformatics #Genomics @biorxivpreprint.bsky.social 🧬 🖥️ www.biorxiv.org/content/10.1...
source:
https://www.biorxiv.org/content/10.1101/2024.01.21.576131v2.full
Figure 2:
The edgeR workflow. The diagram shows the main steps in an edgeR analysis. Individual functions involved in each step are shown on the right.
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Helena Lucia Crowell @helucro.bsky.social · 04/12/2024
A little piece that's been in the works with former MSc, now PhD student, Jiayi Wang & @markrobinsonca.bsky.social in the multi-sample/-condition/-subpopulation theme: ...
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Mark Robinson @markrobinsonca.bsky.social · 04/12/2024
Another fresh preprint from our group about spatial statistics for spatial omics data .. @samuelgunz.bsky.social gives a nice explainer below.
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Reposted by Mark Robinson
Samuel Gunz @samuelgunz.bsky.social · 04/12/2024
Interested in spatial statistics for spatial omics data? Check out our new resource: pasta. We show how different technologies lead to different data modalities give and overview of point-pattern and lattice-based spatial analysis. Feedback welcome! arxiv.org/abs/2412.01561
arxiv.org
pasta: Pattern Analysis for Spatial Omics Data
Spatial omics assays allow for the molecular characterisation of cells in their spatial context. Notably, the two main technological streams, imaging-based and high-throughput sequencing-based, can gi...
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Mark Robinson @markrobinsonca.bsky.social · 04/12/2024
Thread below from @helucro.bsky.social on a new preprint from us .. trying to separate "type" from "state" genes at the feature selection step ..
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Reposted by Mark Robinson
Sasha Gusev @sashagusevposts.bsky.social · 24/11/2024
2. The reviewer culture makes it difficult to get funding for proposals that are genuinely high risk: where little of the work has been done in advance. But also proposals that are meaningfully low risk: the benchmarking and maintenance of important tools.
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Mark Robinson @markrobinsonca.bsky.social · 18/11/2024
so one last call .. abstracts due today (6pm, time zone of your choice 😀) .. Ascona, Switzerland in March 2025 .. conference about all things benchmarking: sites.google.com/view/ascona2... Abstract submission link: t.co/zGGZ9Xd60E
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Reposted by Mark Robinson
Marc Robinson-Rechavi @marcrr.bsky.social · 15/11/2024
Deadline for abstracts for this exciting meeting on benchmarking in computational biology is this Monday @markrobinsonca.bsky.social @SIB.mstdn.science.ap.brid.gy sites.google.com/view/ascona2... #bioinformatics #ComputationalBiology
sites.google.com
Ascona 2025
Modern Benchmarking: Advancing Computational Methods in Molecular Biology is an event dedicated to bringing together researchers and students from bioinformatics, computational biology, molecular biol...
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