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Vadim Demichev

@vadim-demichev.bsky.social
1.3K followers 1.2K following 166 posts

Proteomics technologies and applications, DIA-NN author. aptila.bio

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Vadim Demichev @vadim-demichev.bsky.social · 29/09/2026
Aptila Biotech today announces a collaboration with @ionopticks.com, a global leader in high-performance chromatography solutions.
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Vadim Demichev @vadim-demichev.bsky.social · 16/09/2026
We have released DIA-NN 2.7. Performance improvements (more proteins) and GUI improvements. In particular, added a data completeness filter for pathway analysis. Further feedback on how to improve statistics and visualisation in DIA-NN is very welcome!
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Mann Lab @mannlab.bsky.social · 15/09/2026
Proteomics analysis has always lived in its own universe. AlphaPeptTools puts it in #scverse instead, so that proteome, transcriptome and spatial data live in one ecosystem. 11 search engines (DDA+DIA) read in, proteomics-specific statistics, #scverse native. doi.org/10.64898/202...
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Mann Lab @mannlab.bsky.social · 27/08/2026
Same single cell, two modalities—both at depth. We digest protein first, run Smart-seq3xpress + C18 (Evotip) separation: peptides captured, cDNA in flowthrough. In HeLa & stem cells, proteome tracks cell state; RNA variance flags transitioning cells. www.biorxiv.org/content/10.6...
biorxiv.org
In the same cell, the proteome defines cellular state and the transcriptome marks transitions
Bulk transcriptome and proteome correlate only modestly, but this has not been investigated in the same cell or across cell-state changes. Here we introduce a scalable technology that quantifies thous...
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Yasset Perez-Riverol @ypriverol.bsky.social · 05/08/2026
Agentic #SDRF curation is here! Use sdrf-skills (github.com/bigbio/sdrf-...) with #Claude, #Cursor, #Gemini, or #Codex to annotate and validate proteomics datasets and contribute to sdrf-annotated-datasets (github.com/bigbio/sdrf-...) Community contributions welcome! 🧬🚀
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Mann Lab @mannlab.bsky.social · 17/07/2026
New preprint: We used Deep Visual Proteomics to map vascular smooth muscle cell phenotypes in 24 human atherosclerotic plaques, cell-type & spatially resolved. Unstable plaques lose contractile and gain dedifferentiated states. www.biorxiv.org/content/10.6...
biorxiv.org
Deep Visual Proteomics links vascular smooth muscle cell phenotypes to atherosclerotic plaque stability
Vascular smooth muscle cells (VSMCs) drive atherosclerosis through phenotypic switching, yet their spatial organization and protein signatures within plaques remain poorly characterized. Here, we appl...
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Kermit Murray @kkmurray.bsky.social · 15/07/2026
(BioRxiv All) Data Independent Acquisition Pipeline for Microbiome Samples (Microbe-DIA): The functional complexity inherent in microbiomes complicates analytical approaches aimed at defining phenotype. As proteins are the functional effectors of microbiome phenotypes,… #BioRxiv #MassSpecRSS
dlvr.it
Data Independent Acquisition Pipeline for Microbiome Samples (Microbe-DIA)
The functional complexity inherent in microbiomes complicates analytical approaches aimed at defining phenotype. As proteins are the functional effectors of microbiome phenotypes, improving the performance of mass spectrometry-based metaproteomics is critical to achieving the functional characterization of these systems. Data-independent acquisition (DIA) improves protein coverage and reduces data missingness when compared to data-dependent acquisition (DDA) in metaproteomics. However, the application of DIA to complex microbial systems remains constrained by analytical throughput and computational scalability. Here, we optimized LCMS/MS acquisition parameters for both DDA and DIA using a model microbiome, demonstrating how DIA enables increased sample throughput without compromising quantitative performance. In addition, we demonstrated a computationally efficient, library-free DIA workflow that overcomes reliance on empirical spectral libraries. Our analytical and computational innovations establish a scalable and cost-effective pipeline for metaproteomics of complex microbial communities.
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Mann Lab @mannlab.bsky.social · 10/07/2026
New preprint: Cell-type-resolved spatial proteogenomics, matched genome AND proteome of the same cells. The trick: the flowthrough we normally discard after loading peptides onto an Evotip contains genomic DNA at 85–95% yield. One tip, two molecular layers. www.biorxiv.org/content/10.6...
biorxiv.org
Cell-type-resolved spatial proteogenomics from matched genome and proteome of the same cells
The genome and proteome of the same cells are rarely measured together, which is especially consequential in cancer, where somatic mutations vary across clones and drive disease. We show that a single...
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Mann Lab @mannlab.bsky.social · 22/06/2026
Our proteomics study of carotid plaque vulnerability is out in @natcardiovascres.nature.com — with Ankit Sinha & Lars Maegdefessel @tum.de. Our unique methodologies and integrative analysis highlight molecular and spatial diversity present in plaque tissues. www.nature.com/articles/s44...
nature.com
Proteomics reveals spatial and molecular heterogeneities in advanced atherosclerotic carotid artery plaques - Nature Cardiovascular Research
Atherosclerotic plaque rupture underlies many cerebrovascular events, yet the molecular determinants of vulnerable plaque morphology remain poorly defined. Using histomorphology-guided spatial proteom...
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maxseidel.bsky.social @maxseidel.bsky.social · 19/06/2026
📢 (1/2) Excited to share the first preprint from my PostDoc! We developed UbSeRP to map co-translational ubiquitination in a translatome-wide, revealing thousands of quality control sites, and how they reshape with aging. www.biorxiv.org/content/10.6... #proteostasis #ribosomes #preprint
biorxiv.org
Ubiquitin selective ribosome profiling reveals systematic principles of co-translational quality control
Protein biogenesis is a stress- and error-sensitive process that can lead to nascent protein misfolding and aggregation, challenging cellular proteostasis. Co-translational ubiquitination (CTU) is a c...
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Vadim Demichev @vadim-demichev.bsky.social · 11/06/2026
We have released DIA-NN 2.6! Multiple small improvements and a highlight: major advances in DDA data processing. Links in comments below.
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Michael MacCoss @maccoss.bsky.social · 03/06/2026
Back to the Future! New preprint. A while back, we recognized that resonance excitation CID had real advantages over beam-type CID for data independent acquisition. The catch was speed: reCID was simply too slow to be practical. Not anymore. #proteomics #ASMS #DIA
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Vadim Demichev @vadim-demichev.bsky.social · 02/06/2026
We preprinted a method of measuring phosphosite stoichimetries (occupancies) in just two mass spectrometry acquisitions, using internal stable isotope labelled controls.
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Mann Lab @mannlab.bsky.social · 28/05/2026
1/5 Cell identity is written in the proteome, not in the DNA, and not always in the RNA. Out on bioRxiv today: The first cell type-resolved, MS-based proteomic atlas of the human body. www.biorxiv.org/content/10.6...
biorxiv.org
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Vadim Demichev @vadim-demichev.bsky.social · 27/05/2026
Our machine learning driven quantification algorithm for proteomics now published in Nature Biotechnology. Optimal protein quantification and, for the first time, error estimates for individual quantities. Paper link in comments below.
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Vadim Demichev @vadim-demichev.bsky.social · 30/04/2026
We have released DIA-NN 2.5.1 update with minor GUI changes. We would be grateful for feedback and suggestions on the new statistics, visualisation and biological interpretation functionality introduced in DIA-NN 2.5. What can we make better? Any extras we can add?
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Yasset Perez-Riverol @ypriverol.bsky.social · 20/04/2026
🚀 quantmsdiann v2.0.0 ("Rome") is out! - Support for ALL versions of #DIANN and DDA/DIA. - All fancy/advanced parameters InfinDIA; fine-tuning - 🛠️ github.com/bigbio/quant... - 📃 quantmsdiann.quantms.org Thanks to @vadim-demichev.bsky.social for the support and the entire #quantms family.
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Oliver Rocks @oliverrocks.bsky.social · 15/04/2026
Check out our new release on BioRxiv co-lead by @pm-mueller.bsky.social 👉 rb.gy/lnrizk special🙏 to Severine Kunz #MDC @leventallab.bsky.social @andimicroscopy.bsky.social @ewerslab.bsky.social and Kedar Narayan @NCI CCR VolumeEM Are the days of discovering new cellular structures over?? /1
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Vadim Demichev @vadim-demichev.bsky.social · 13/04/2026
We are delighted to present DIA-NN 2.5. Redefining LC-MS proteomics with up to 70% more proteins identified and powerful capabilities for statistics, visualisation and biological interpretation.
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Vadim Demichev @vadim-demichev.bsky.social · 12/03/2026
A Ground-truth validation of FDR & false localisation control in proteomics – a must-read from Stefan Tenzer’s lab! The benchmarks are quite enlightening. We are pleased to see our DIA-NN 2.0 excelling in sensitivity - often by a wide margin - while controlling FDR and false localisation rates.
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Mann Lab @mannlab.bsky.social · 25/02/2026
Now in @cellpress.bsky.social: We profiled cerebrospinal fluid proteomes from 5,000 neurology patients by mass spectrometry — mapping protein changes across stroke, brain cancer, infections & autoimmune diseases, revealing shared and disease-specific signatures. www.sciencedirect.com/science/arti...
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Vadim Demichev @vadim-demichev.bsky.social · 23/02/2026
Solving the computational challenge of phosphoproteomics with 𝐏𝐡𝐨-𝐓𝐢𝐩: One-Pot Dephosphorylation for Rapid and Sensitive Analysis of DIA Phosphoproteomics Data. Now out in Analytical Chemistry! Makes predicted phosphopeptide libraries 10x-20x smaller. Link below.
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PRIDE Database @pride-ebi.bsky.social · 20/02/2026
PXD063462 🚨 ZT Scan DIA is a method that combines scanning MS2 with ion trapping to achieve a high-throughput performance. It can be used to broaden the application in proteomics. 🚨 New dataset alert! 🚨
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Mann Lab @mannlab.bsky.social · 20/02/2026
Ever wondered how the human liver looks like at single-cell, spatial protein resolution? We used single-cell Deep Visual Proteomics to map human liver zonation at the protein level - one hepatocyte at a time. Our paper is out in @natmetabolism.nature.com! www.nature.com/articles/s42...
nature.com
Single-cell spatial proteomics maps human liver zonation patterns and their vulnerability to disruption in tissue architecture - Nature Metabolism
Using the single-cell Deep Visual Proteomics technique, the authors develop a resource providing spatially resolved proteomic analysis of individual cells in human liver tissue.
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Magnus Palmblad @magnuspalmblad.bsky.social · 09/02/2026
Great and very productive workshop on trustworthiness in proteomics in Leiden last week (www.lorentzcenter.nl/trustworthin...). 🥇 to whomever first gets what the photo in the background has to do with the topic. No cheating allowed!
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Yasset Perez-Riverol @ypriverol.bsky.social · 05/02/2026
SDRF 1.1 is almost here 🎉 Big format & tooling updates ahead. Thanks to the community! We’ll keep refining together. One key question just opened: should we remove prefixes for samples, data files & factor values? Join the discussion 👉 github.com/bigbio/prote... or let me know here.
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Nikolai Slavov @slavov-n.bsky.social · 04/02/2026
A special opportunity for lovers of mass spectrometry proteomics to join a like-minded team at PTI. Join a collaborative initiative to enable direct protein analysis at unprecedented scale, in partnership with leading instrument developers, academics, and industry leaders. 1/2
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Matthias Trost @mtrost.bsky.social · 02/02/2026
I have a 3-year postdoc position available at University of Manchester for a mass spec expert in proteomics. The person will be involved in exciting projects in single cell proteomics, drug discovery and innate immunity - on timsTOF Ultra AIP & HF & Astral Zoom. www.jobs.ac.uk/job/DQJ093/r...
trostlab.org
Home - Trost Lab
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kmechtler.bsky.social @kmechtler.bsky.social · 28/01/2026
It is my great honor to announce that registration for the 7th ESCP Single Cell Proteomics Conference is now open: lnkd.in/e4iyiQjf With around 250 participants, it is one of the largest SCP conferences worldwide. We are also proud to announce that there is no participation fee for our conference.
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Brett Phinney @ucdproteomics.bsky.social · 27/01/2026
Want to make your DIA-NN QC reports in a web browser and then go back in time to the 80's and 90's? Now you can with my completely AI vibe coded streamline app! dia-nn-qc.streamlit.app You're welcome 😜
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Matthias Trost @mtrost.bsky.social · 15/01/2026
How do you deal with missing values and "unique" proteins that were only identified in one condition in proteomics data? Mengchun Li, an amazing PhD student in my lab, developed this great Bayesian approach. Please try it and give feedback! www.biorxiv.org/content/10.6...
biorxiv.org
Empirical-Bayes and Bayesian Hierarchical Modelling for Missingness and Differential Expression in Proteomics
Mass spectrometry-based label-free proteomics data often suffer from missing values, especially for low-abundance proteins or when a protein is completely absent in one condition. This makes it challe...
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Yasset Perez-Riverol @ypriverol.bsky.social · 09/01/2026
🚀 #quantms 1.7.0 released (#Caracas) MS2 transfer learning, #DeepLC, #MS2PIP, #AlphaPeptDeep, advanced rescoring, and onsite phosphorylation scoring are here! 🧵 > github.com/bigbio/quant... > docs.quantms.org/en/latest/in... > quantms.org/home #quantms #proteomics #massspectrometry
github.com
Release 1.7.0 - Caracas · bigbio/quantms
What's Changed Increase dev version by @ypriverol in #579 fixing of bug in msstats_tmt.R (Issue: Error in the msstats_tmt.R function parse_contrasts #577) by @kai-lawsonmcdowall in #578 Pass corre...
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Yasset Perez-Riverol @ypriverol.bsky.social · 04/01/2026
2026 is bringing #FragPipe to pmultiqc github.com/bigbio/pmult.... We are starting big this year.
github.com
FragPipe first implementation by ypriverol · Pull Request #495 · bigbio/pmultiqc
User description Pull Request Description Brief description of the changes made in this PR. Type of Change Bug fix (non-breaking change which fixes an issue) New feature (non-breaking change whi...
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ProteomicsNews (Ben Orsburn) @proteomicsnews.bsky.social · 30/12/2025
After 2 years in peer review, this paper is finally published and it features figures from a completely unrelated paper rather than crappy ones I made! www.nature.com/articles/s42...
nature.com
Simultaneous single-cell proteomics and epigenetic analysis of histone deacetylase inhibition in human cells - Communications Biology
A focused analysis of the histone proteins and post-translational modifications in single cell proteomics provides insight into the heterogeneity of histone deacetylase inhibition.
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PastelBio @pastelbio.bsky.social · 23/12/2025
From Discovery to Process Control: Positioning DIA Proteomics in Biomanufacturing Pipelines www.biorxiv.org/cont... --- #proteomics #prot-preprint
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Vadim Demichev @vadim-demichev.bsky.social · 09/12/2025
We acquired a large-scale mixed-species benchmark, with variable background, to comprehensively assess quantitative accuracy of proteomics. Our insights based on the data: www.biorxiv.org/content/10.6... PRIDE repo will be made public in the next days.
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Vadim Demichev @vadim-demichev.bsky.social · 05/12/2025
We are delighted to release 𝐃𝐈𝐀-𝐍𝐍 𝟐.𝟑.𝟏, with a groundbreaking 𝐈𝐧𝐟𝐢𝐧𝐃𝐈𝐀 module for fast searches against huge databases and support for 𝐃𝐃𝐀 data. Release notes: github.com/vdemichev/Di...
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PastelBio @pastelbio.bsky.social · 27/11/2025
A genome-wide association study of mass spectrometry proteomics using a nanoparticle enrichment platform www.nature.com/artic... --- #proteomics #prot-paper
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Vadim Demichev @vadim-demichev.bsky.social · 19/11/2025
Solving the computational challenge of phosphoproteomics with 𝐏𝐡𝐨-𝐓𝐢𝐩: dephosphorylation on-tip identifies the sequences of phosphorylated peptides. This serves as a basis for predicted spectral libraries, reducing the search space 10x-20x. www.biorxiv.org/content/10.1...
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Michael MacCoss @maccoss.bsky.social · 06/11/2025
Fantastic project led by @bo-wen.bsky.social. Excited to see the future uses of AI and transfer learning in proteomics. #massspec #proteomics www.nature.com/articles/s41...
nature.com
Carafe enables high quality in silico spectral library generation for data-independent acquisition proteomics - Nature Communications
Accurate spectral libraries are essential for analyzing data-independent acquisition (DIA) proteomics data. Here, the authors present Carafe, which trains on DIA data to build experiment-specific spec...
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Savitski Lab @savitski-lab.bsky.social · 05/11/2025
Happy to see our HT-PELSA paper now published in @natsmb.nature.com 🎊 Big thanks for the constructive review process! 📖Read the manuscript here (www.nature.com/articles/s41...) & check the thread for additional information ⬇️
nature.com
High-throughput peptide-centric local stability assay extends protein–ligand identification to membrane proteins, tissues and bacteria - Nature Structural & Molecular Biology
Li et al. further develop a high-throughput peptide-centric local stability assay that speeds up sample preparation 100-fold and extends protein–ligand identification to membrane proteins, tissues and...
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ProteomicsNews (Ben Orsburn) @proteomicsnews.bsky.social · 02/10/2025
GO FAST with InfinDIA!! proteomicsnews.blogspot.com/2025/10/tire...
proteomicsnews.blogspot.com
Tired of slow DIA search times? Try DIA-NN 2.3 with InfinDIA!
Is your awesome new instrument generating so much data that you can't process it fast anymore? My data density has jumped about 5x from my...
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Yasset Perez-Riverol @ypriverol.bsky.social · 23/10/2025
We are #hiring! 🚀 #PRIDE team is looking for a developer to build its future infrastructure. Our focus in a nutshell: #bigdata, single cell proteomics #SCP, & an #AI-oriented platform. Join us to shape the future of open proteomics data! embl.wd103.myworkdayjobs.com/EMBL/job/Hin...
embl.wd103.myworkdayjobs.com
Software Developer
You will contribute to the development of core database applications, web services, data ingestion workflows, and the PRIDE Web platform as part of the PRIDE ecosystem. Working closely with the team, ...
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Michael MacCoss @maccoss.bsky.social · 22/10/2025
Excited to see this published in JPR. For years I've wanted a simple way to standardize the signal between instruments. We use the precision of an intraspectrum ratio to assess the relationship between the reported signal and the number of ions. pubs.acs.org/doi/10.1021/...
pubs.acs.org
Evaluation of a Prototype Orbitrap Astral Zoom Mass Spectrometer for Quantitative Proteomics─Beyond Identification Lists
Mass spectrometry instrumentation continues to evolve rapidly, yet quantifying these advances beyond conventional peptide and protein detections remains challenging. Here, we evaluate a modified Orbit...
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Lee Cantrell @leecantrell.bsky.social · 17/10/2025
I'm excited to see this paper in press! pubs.acs.org/doi/10.1021/...
pubs.acs.org
Multiplexed Nanoparticle Protein Corona Enables Accurate and Precise Deep Plasma Proteomics
The Proteograph Product Suite, a multiplexed nanoparticle (NP) protein corona-based workflow, substantially improves the depth of detection of proteins by mass spectrometry (MS) by compressing the dyn...
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Pedro Beltrao @pedrobeltrao.bsky.social · 09/10/2025
new preprint: Ubiquitin is a protein modification linked with degradation but known to regulate other functions. Over 100k ubiquitination sites have been discovered and here we (@julianvangerwen.bsky.social + others) try to prioritize those most critical to the cell www.biorxiv.org/content/10.1...
biorxiv.org
The functional landscape of the human ubiquitinome
Protein ubiquitination regulates cell biology through diverse avenues, from quality control-linked protein degradation to signaling functions such as modulating protein-protein interactions and enzyme...
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Vadim Demichev @vadim-demichev.bsky.social · 09/10/2025
Wrote a short perspective: Pre-trained DIA models can 'covertly' inflate FDR - and this will not show up in entrapment validation www.linkedin.com/pulse/pre-tr...
linkedin.com
Pre-trained DIA models can 'covertly' inflate FDR - and this will not show up in entrapment validation
Transformer models are great? For several years, there has been this idea that one can pre-train advanced deep learning models, e.g.
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Vadim Demichev @vadim-demichev.bsky.social · 07/10/2025
Precisely mapping proteases specificity and predicting cleavage rates - with peptide libraries: doi.org/10.1101/2025.... This is a powerful application that is uniquely enabled by the peptidoform confidence and QuantUMS modules in DIA-NN 2.0.
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Ana Martínez del Val @anamdv.bsky.social · 06/10/2025
Do you have an exciting experiment that you'd love to do using proteomics in the context of your work? YPIC funds 5000 eur for your research idea to come to life! ⬇️⬇️⬇️⬇️⬇️
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Vadim Demichev @vadim-demichev.bsky.social · 01/10/2025
I will be at the 𝐃𝐈𝐀-𝐍𝐍 session @ 𝐓𝐡𝐞𝐫𝐦𝐨 𝐏𝐫𝐨𝐭𝐞𝐨𝐦𝐞 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐞𝐫 & 𝐂𝐨𝐦𝐩𝐨𝐮𝐧𝐝 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐞𝐫 User Meetings in Bremen, Germany, 𝟗-𝟏𝟏 𝐃𝐞𝐜𝐞𝐦𝐛𝐞𝐫. With some cool advances for DIA-NN on Thermo instruments. www.thermofisher.com/de/de/home/e...
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