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Marnix Medema

@marnixmedema.bsky.social
2.1K followers 331 following 79 posts

Professor of Bioinformatics at Wageningen University and Leiden University. Natural product discovery, microbiomes, method development.

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Reposted by Marnix Medema
Justin J.J. van der Hooft @jjjvanderhooft.bsky.social · 02/10/2026
Arrived in #Utrecht for the Utrecht #Bioinformatics Center symposium 2026 - this year on the Power of Collaboration! Over 200 participants will engage today in discussions about how to collaborate across wet and dry labs across the different omics! 😎 Thanks Ronnie de Jonge for the invite!
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Marnix Medema @marnixmedema.bsky.social · 18/09/2026
Excited that our @w-u-r.bsky.social Bioinformatics team is involved in three funded projects in the NWO KIC Biochemical Diversity Programme. Kudos to @jjjvanderhooft.bsky.social for his leadership on the TERRAPATH project. Looking forward to fun collaborative science! www.wur.nl/en/news/nwo-...
wur.nl
NWO funding for research into biochemical alternatives
Four WUR projects receive NWO funding: one project investigates natural compounds for new flavours and fragrances, and two projects investigate more sustainable crop protection.
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Marnix Medema @marnixmedema.bsky.social · 04/08/2026
New postdoc opportunity in our team! Topic is computational analysis of (meta)genomic data to study evolution of plant-microbiome interactions. Part of the AEGIS consortium (aegisearth.bio/en). Apply here: www.wur.nl/en/vacancy/p... Please RT!
wur.nl
Postdoc on computational (meta)genomic analysis
Climate change is one of the greatest challenges for global food security, requiring new approaches to understand and harness the natural diversity that enables plants and their associated microbiomes...
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Marnix Medema @marnixmedema.bsky.social · 04/08/2026
New postdoc opportunity in our team! Topic is computational analysis of (meta)genomic data to study evolution of plant-microbiome interactions. Part of the AEGIS consortium (aegisearth.bio/en). Apply here: www.wur.nl/en/vacancy/p... Please RT!
wur.nl
Postdoc on computational (meta)genomic analysis
Climate change is one of the greatest challenges for global food security, requiring new approaches to understand and harness the natural diversity that enables plants and their associated microbiomes...
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Mitja M. Zdouc @mmzdouc.bsky.social · 31/05/2026
Are you correlating natural product #metabolomics and bioactivity data? Annoyed by the lack of tools that also integrate #antiSMASH results? Meet #FERMO, our metabolomics data analysis webtool (fermo.bioinformatics.nl), now finally published in ACS Meas Sci Au doi.org/10.1021/acsm...
doi.org
FERMO: A Dashboard for Biochemometric Prioritization of Molecular Features from Mass Spectral Data
Many natural products can selectively modulate biological processes, making them prime candidates for drug discovery. However, the complexity of biological samples makes clear attribution of activity ...
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Martin Polz @polzlab.bsky.social · 06/05/2026
Very excited to share our new paper out in Nature. Congrats to Xiaoqian (Annie) Yu and all the coauthors. www.nature.com/articles/s41...
nature.com
Genome-wide sweeps create ecological units in the human gut microbiome - Nature
Genome-wide selective sweeps commonly occur in the human gut microbiome and can spread across the world within decades to produce epidemic-like population structures.
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Justin J.J. van der Hooft @jjjvanderhooft.bsky.social · 22/04/2026
Congratulations 👏 🎉 to Felicia Wolters to compete two studies at the same time! 🙌 They describe a FAIR compliant plant metabolomics dataset and a systematic profiling thereof! Thanks to all coauthors!! #ProudPI in #CompMetabolomics #metabolomics See for details: www.linkedin.com/posts/felici...
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Marnix Medema @marnixmedema.bsky.social · 11/04/2026
Now out in @acs.org JACS Au, the manuscript by #BarbaraTerlouw et al. describing PARAS, a high-accuracy machine-learning algorithm to predict substrate specificities of nonribosomal peptide synthetase (NRPS) adenylation domains, key for estimating natural product structures from BGC sequence. 1/n
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Marnix Medema @marnixmedema.bsky.social · 19/03/2026
Check out this blog from @catarinacarolina.bsky.social on the story behind the paper: communities.springernature.com/posts/making... A story of overcoming challenges, careful engineering and collaborative teamwork.
communities.springernature.com
Making biosynthetic diversity clustering scalable and accessible: the creation journey behind the new versions of BiG-SCAPE and BiG-SLiCE
The software tools BiG-SCAPE 2.0 and BiG-SLiCE 2.0 provide an improved framework for scalable, accurate and interactive metabolic gene cluster diversity analysis. Read here how the paper came together...
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Nigel Mouncey @nigelmouncey.bsky.social · 17/01/2025
Our new review article "Microbial secondary metabolites: advancements to accelerate discovery towards application" in Nature Reviews Microbiology is now published! rdcu.be/d6BHX
rdcu.be
Microbial secondary metabolites: advancements to accelerate discovery towards application
Nature Reviews Microbiology - In this Review, Dinglasan and colleagues explore innovations that facilitate rapid microbial secondary metabolite discovery, focusing on recent techniques for the...
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Marnix Medema @marnixmedema.bsky.social · 11/03/2026
Are you interested in how to predict functions of natural product biosynthetic gene clusters (BGCs) and their products? And/or do you love metallophores and would love to identify their producers in microbiomes? Check out @zachreitz.bsky.social 's new paper! elifesciences.org/articles/109... 1/n
elifesciences.org
Automated genome mining predicts structural diversity and taxonomic distribution of peptide metallophores across bacteria
Automated detection of metallophore biosynthesis reveals that metal-chelating non-ribosomal peptides are widespread, chemically diverse, and deeply rooted in bacterial evolution.
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Anne Kupczok @annecmg.bsky.social · 25/02/2026
Sounds like a great opportunity for a professor position in computational biology in the Netherlands careers.universiteitleiden.nl/job/Assistan...
careers.universiteitleiden.nl
Assistant/Associate/Full Professor Computational Biology
Assistant/Associate/Full Professor Computational Biology
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Marnix Medema @marnixmedema.bsky.social · 26/02/2026
Now out in @natcomms.nature.com : versions 2.0 of both BiG-SCAPE and BiG-SLiCE! With significant speed and accuracy increases, as well as new interactive functionalities. Read the full paper here #openaccess: www.nature.com/articles/s41...
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Mitja M. Zdouc @mmzdouc.bsky.social · 20/02/2026
Make sure to join us in the MIBiG Annotathons! The MITE database (mite.bioinformatics.nl) will join the efforts! If you are interested in tailoring enzymes/maturases, make sure to join us!
mite.bioinformatics.nl
Minimum Information about a Tailoring Enzyme Repository
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Marnix Medema @marnixmedema.bsky.social · 20/02/2026
Come join us again in a next round of this massive online open science community effort! 💪 Sign up using the link in the thread. It’s great fun, and really helps the scientific community. What more can you ask? 🙂
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nicoleeavalon.bsky.social @nicoleeavalon.bsky.social · 20/02/2026
The MIBiG 5.0 Annotathon is coming soon, and registration is now open! 🧬 Does your research involve biosynthetic gene clusters? Do you love natural product biosynthesis? Do you have an interest in rare & exotic enzymes? We can use your help & expertise. Register here 👉 forms.gle/C1cWcLHtrjT2...
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Marnix Medema @marnixmedema.bsky.social · 20/02/2026
Come join us again in a next round of this massive online open science community effort! 💪 Sign up using the link in the thread. It’s great fun, and really helps the scientific community. What more can you ask? 🙂
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nicoleeavalon.bsky.social @nicoleeavalon.bsky.social · 19/02/2026
The students in my lab just started a Bluesky account 🦋 -- give them/us a follow to see events, scientist spotlights, and announcements!
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Nicole Avalon Lab @nicoleavalonlab.bsky.social · 18/02/2026
Welcome to the Bluesky page for the Avalon Lab! Currently located at UC Irvine, we explore marine natural products in pursuit of discovering novel neurotherapeutics. Keep up with our lab through our social media posts! Learn more about the Avalon Lab through the Linktree in our bio :)
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Tae Seok Moon @taeseokmoon.bsky.social · 12/02/2026
#SynBYSS welcome Profs. Jae-Yean Kim at Gyeongsang National U., Pimchai Chaiyen, President of Vidyasirimedhi Institute of Science and Technology (VISTEC), Marnix Medema at Wageningen U. & Yajun Yan, an NAI fellow at U. Georgia as the 279th-282nd pioneer speakers! Thanks! @marnixmedema.bsky.social
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Bas E. Dutilh @bedutilh.bsky.social · 29/01/2026
We have an open position for a bioinformatics/theoretical microbial ecology PhD student to study viral strategies in the global Microverse! Join us at the @microverse.bsky.social at @uni-jena.de, please apply through this link: jobs.uni-jena.de/jobposting/9...
jobs.uni-jena.de
PhD student bioinformatics: Viral strategies in the global Microverse
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Marnix Medema @marnixmedema.bsky.social · 12/02/2026
I am delighted and feel honored to be appointed as chair of Bioinformatics at @w-u-r.bsky.social . I look forward to working with the team and with our collaborators worldwide on keeping bioinformatics science and education flourishing at WUR and beyond. www.wur.nl/en/news/marn...
wur.nl
Marnix Medema appointed chair of Bioinformatics at WUR
Marnix Medema has been appointed Chair of the Bioinformatics Group at Wageningen University & Research as of 1 February. He aims to further strengthen bioinformatics as a connecting discipline within ...
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Avril Hanbidge @avhanbidge.bsky.social · 10/02/2026
Working in aquaculture, marine biotech, agrochemicals, biopharma or exploring marine natural products & blue‑biotech applications? Then join us at the MARBLES Stakeholder Summit! 📅 26 March 2026 📍 Naturalis Biodiversity Center, Leiden 🌟 Register now: forms.office.com/e/y2kCNfH8BT 🌟
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Dolf Weijers @dolfweijers.bsky.social · 28/01/2026
www.wur.nl/en/vacancy/f... Become our new colleague (and next door neighbor) and lead a chair/group/department of Biophysics at Wageningen University. Reach out to me for info and please spread!!!
wur.nl
Full Professor and Chair Laboratory of Biophysics
We are looking for a Full Professor in the Biophysics chair group, part of Wageningen University & Research (WUR)
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EMBO @embo.org · 17/01/2026
We mourn the passing of Peer Bork, EMBO Member since 2000: www.embl.org/news/embl-announcement…
embl.org
In remembrance of Peer Bork  | EMBL
EMBL and its community are deeply saddened by the death of Peer Bork, the organisation’s Interim Director General. 
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Mitja M. Zdouc @mmzdouc.bsky.social · 18/12/2025
Ever wondered about the funny moss growing on trees? Chances were good that you were looking at #lichen! These hybrid fungal-algae/cyanobacterial colonies are biosynthetically surprisingly diverse, as we show in our newest publication led by @garimasingh-gs.bsky.social doi.org/10.1099/mgen... (1/5)
doi.org
Paired-omics-based exploration and characterization of biosynthetic diversity in lichenized fungi
The increasing demand for novel drug leads requires bioprospecting non-model taxa. Comparative genomics and correlative omics are a fast and efficient method for linking bioactive but genetically orph...
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Marnix Medema @marnixmedema.bsky.social · 13/12/2025
Grab the chance to already pre-register for the MIBiG 5.0 annotathons that we plan to organize in spring 2026!
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Marnix Medema @marnixmedema.bsky.social · 13/12/2025
Now available online: the new 2.0 version of gutSMASH, with capabilities to detect 12 new types of catabolic gene clusters relevant to gut microbiome ecology, as well as predictions of their regulation through transcription factor binding site detection. www.sciencedirect.com/science/arti...
sciencedirect.com
gutSMASH 2.0: Extended Identification of Primary Metabolic Gene Clusters From the Human Gut Microbiota
Microbiota-derived metabolites serve as key messengers mediating host–microbe and microbe–microbe interactions, often through specialized primary meta…
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Mitja M. Zdouc @mmzdouc.bsky.social · 11/12/2025
Have you ever used a #bioinformatics #database and were frustrated by its lack of coverage? Did you ever think about starting your own resource? We just published a new strategy for community-driven #biocuration, based on our experiences with the #MIBiG database (1/8)! doi.org/10.1093/bib/...
doi.org
Strategies for community-sourced biocuration in bioinformatics: a case study on MIBiG 4.0
Abstract. Biocuration is essential to transform molecular sequence data into standardized, machine-readable resources. Such curated datasets enable compara
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Marnix Medema @marnixmedema.bsky.social · 10/12/2025
Impressed by the hyper modern campus of Shenzhen University of Advanced Technology. All built in just over one year... 😮
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Marnix Medema @marnixmedema.bsky.social · 10/12/2025
Now out in @asm.org #mSystems! journals.asm.org/doi/10.1128/... Congratulations to Robert and thanks to all collaborators. See thread below for a summary of the work, exploring the use of cross-species coexpression analyses to predict primary and secondary metabolic interactions in microbiomes.
journals.asm.org
Using cross-species co-expression to predict metabolic interactions in microbiomes | mSystems
An improved mechanistic understanding of microbial interactions can guide targeted interventions or inform the rational design of microbial communities to optimize them for applications such as pathog...
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Nadine Ziemert @nadineziemert.bsky.social · 28/10/2025
Happy to share our newest manuscript about the discovery and hererologous expression of metanodin, a new lassopeptide with unprecedented structural features directly from soil metagenomes. pubs.acs.org/doi/full/10.... #secmet #lassopeptides #syntheticbiology
pubs.acs.org
Discovery and Heterologous Expression of the Soil Metagenome-Derived Lasso Peptide Metanodin with an Unprecedented Ring Structure
Culture-independent metagenomic approaches have proven to be effective tools for identifying previously hidden biosynthetic gene clusters (BGCs) encoding novel natural products with potential medical relevance. However, producing these compounds remains challenging as metagenomic BGCs often originate from organisms phylogenetically distant from available heterologous hosts. Lasso peptides, a subclass of ribosomally synthesized and post-translationally modified peptide (RiPP) natural products, exhibit diverse bioactivities, yet no lasso peptide has previously been discovered directly from a metagenome. Here, we report the discovery and heterologous expression of the first soil metagenome-derived lasso peptide. Expression of its biosynthetic gene cluster in Escherichia coli, followed by mass spectrometry analysis, strongly supported the predicted amino acid sequence and lasso structure of the peptide. Notably, this lasso peptide is the first to feature asparagine as the ring-forming residue at position one. Taxonomic analysis of the corresponding BGC identified an uncultivated member of the Steroidobacterales family (Gammaproteobacteria) as the closest known relative of the potential native host. These findings underscore the potential of metagenomic genome mining to reveal structurally novel RiPPs and to expand our understanding of the natural diversity of lasso peptides.
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Marnix Medema @marnixmedema.bsky.social · 29/10/2025
Kudos to @elenadelpup.bsky.social for this significant update to plantiSMASH! Try it out now...
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Masschelein Lab @masscheleinlab.bsky.social · 27/10/2025
Polyunsaturated fatty acid (PUFA) synthase enzymes turn out to be far more versatile than we ever imagined! In our new preprint, we reveal a largely untapped biosynthetic space where they team up with PKSs and NRPSs to create new types of bioactive amphiphilic metabolites. 👉http://bit.ly/4hzUUak
bit.ly
Charting the biosynthetic landscape of hybrid polyketide-nonribosomal peptide-specialized lipids
Polyunsaturated fatty acid (PUFA) synthase-like enzymes are best known for their role in membrane lipid biosynthesis in marine bacteria, but have also been repurposed for the assembly of specialized l...
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Mitja M. Zdouc @mmzdouc.bsky.social · 24/10/2025
Working on tailoring enzymes and want to learn more about the MITE database? We are organizing a hands-on training session on how use the DB and create new entries: October 30th and November 4th 10-11 am Amsterdam time. Sign up here: forms.gle/KHPqe9XV1RRg... See you there! #secmet #natprod
forms.gle
MITE training session registration form
Registration form for mailing list
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Marnix Medema @marnixmedema.bsky.social · 24/10/2025
Join this session if you want to learn more about MITE and contributing to it!
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Nadine Ziemert @nadineziemert.bsky.social · 23/10/2025
🧬 Share your science at Natural Products in the 21st Century (NP21C) — 9–11 Feb 2026, Leuven Join researchers exploring genomics, metabolomics & microbial natural products! www.conferencemanager.dk/naturalprodu... #NP21C #secmet @tilmweber.bsky.social @marnixmedema.bsky.social @kblin.bsky.social
conferencemanager.dk
Natural Products in the 21st Century Conference
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Justin J.J. van der Hooft @jjjvanderhooft.bsky.social · 14/10/2025
What a fantastic effort by @elenadelpup.bsky.social who brought together scientists today to discuss the implementation of knowledge graphs to describe and predict plant ☘️ biosynthesis pathways! Watch our space 😊 Organized with support from @marnixmedema.bsky.social & myself 🙂
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Justin J.J. van der Hooft @jjjvanderhooft.bsky.social · 13/10/2025
Welcome to #Wageningen @adafede.bsky.social, Pierre-Marie Allard, and Tito Damiani! 😎 Looking forward to the mini-symposium on multi-omics & knowledge graphs tomorrow organized by @elenadelpup.bsky.social with support from @marnixmedema.bsky.social & myself! 😊 #metabolomics #CompMetabolomics
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Mitja M. Zdouc @mmzdouc.bsky.social · 27/09/2025
Great to see PhyloNaP out! Great tool, and it also connects to mite.bioinformatic.nl! #openscience #collaboration
mite.bioinformatic.nl
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Marnix Medema @marnixmedema.bsky.social · 29/09/2025
Very important initiative! This could really help facilitate increasing data sharing as well as appropriate attribution of data creation.
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Nadine Ziemert @nadineziemert.bsky.social · 27/09/2025
Happy to share our newest preprint. PhyloNaP as a user friendly database of phylogeny for enzymes involved in natural product production and as public repository for well curated phylogenetic trees. Happy Tree Building!!! #phylogeny #secmet #bioinformatics www.biorxiv.org/content/10.1...
biorxiv.org
PhyloNaP: a user-friendly database of Phylogeny for Natural Product-producing enzymes
Phylogenetic analysis is widely used to predict enzyme function, yet building annotated and reusable trees is labor-intensive and requires extensive knowledge about the specific enzymes. Existing reso...
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Marnix Medema @marnixmedema.bsky.social · 27/09/2025
Awesome work, @mmzdouc.bsky.social !
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Mitja M. Zdouc @mmzdouc.bsky.social · 27/09/2025
Aaand it's out! Meet MITE - the natural product tailoring enzyme database, just published in @narjournal.bsky.social! MITE DB captures the substrate- and reaction-specificity of tailoring enzymes, allowing to capture this information in a human- and machine-readable way! doi.org/10.1093/nar/...
doi.org
MITE: the Minimum Information about a Tailoring Enzyme database for capturing specialized metabolite biosynthesis
Abstract. Secondary or specialized metabolites show extraordinary structural diversity and potent biological activities relevant for clinical and industria
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Marnix Medema @marnixmedema.bsky.social · 25/09/2025
Congratulations to #YuzeLi and all co-authors with the publication of rhizoSMASH: a new tool to identify catabolic gene clusters involved in the metabolism of plant root exudates, thus driving rhizosphere colonization. 1/4 rdcu.be/eH8tr
rdcu.be
Predicting rhizosphere-competence-related catabolic gene clusters in plant-associated bacteria with rhizoSMASH
Nature Communications - Rhizosphere microbiomes are shaped by root exudation of diverse organic compounds. Here, the rhizoSMASH algorithm is introduced, which maps microbial genes involved in their...
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Elinne Becket, PhD @bielleogy.bsky.social · 22/09/2025
Giving a webinar on #BlueSoup this Friday, in case anyone wants to pop in during their lunch!
A promotional flyer for a webinar in the CSU Bioinformatics Webinar Series. On the left side, it shows the date and time: “26 Sep | 12 PM PST.” It includes instructions to join via Zoom with Meeting ID: 886 2442 3158 and a QR code above. On the right, there is a photo of Dr. Elinne Becket, Associate Professor in the Department of Biological Sciences at California State University San Marcos, sitting outdoors with plants and trees in the background. Below, the title of the talk is displayed: “The Soup that Blue up Twitter.” The description explains that Dr. Becket will discuss the shared curiosity of science, open science, and a story from February 2023 when leftover beef soup prepared by her mom turned bright blue. Scientists and people on Twitter collaborated to investigate, leading to a global effort among microbiologists and chemists. At the bottom, there are links to learn more about upcoming webinars at www.informatics.sdsu.edu and Dr. Becket’s website: https://elinneb.wixsite.com/becketlab
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Marnix Medema @marnixmedema.bsky.social · 22/09/2025
New preprint out by #RobertKoetsier, the first of his PhD project, on assessing the use of cross-species coexpression analysis to identify primary and secondary metabolic interactions in microbiomes: www.biorxiv.org/content/10.1...
biorxiv.org
Using cross-species co-expression to predict metabolic interactions in microbiomes
In microbial ecosystems, metabolic interactions are key determinants of species’ relative abundance and activity. Given the immense number of possible interactions in microbial communities, their expe...
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Marnix Medema @marnixmedema.bsky.social · 21/08/2025
Check out the new MITE database! Kudos to @mmzdouc.bsky.social for his leadership in getting this community effort off the ground. Hopefully we can add many more data points with everyone's input!
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Marnix Medema @marnixmedema.bsky.social · 08/09/2025
We are looking for a 3-year postdoc to work with Daniel Probst, Justin van der Hooft and myself on an exciting project involving federated learning and integrative omics for discovery of new antibiotics from natural products. Apply here: www.wur.nl/en/vacancy/p... Please share!
wur.nl
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Marnix Medema @marnixmedema.bsky.social · 01/09/2025
Now out as preprint: versions 2.0 of both BiG-SCAPE and BiG-SLiCE have been released! With significant speed and accuracy increases, as well as new interactive functionalities. www.biorxiv.org/content/10.1...
biorxiv.org
BiG-SCAPE 2.0 and BiG-SLiCE 2.0: scalable, accurate and interactive sequence clustering of metabolic gene clusters
Microbial metabolic gene clusters encode the biosynthesis or catabolism of metabolites that facilitate ecological specialization, mediate microbiome interactions and constitute a major source of medic...
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