Daniel Petras
daniel-petras.bsky.social
Daniel Petras
@daniel-petras.bsky.social
Dad, Punk Rocker, Scientist, Ocean Lover.
Working with the Functional Metabolomics Lab on developing mass spec tools to understand microbial communities.
www.functional-metabolomics.com
Reposted by Daniel Petras
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
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.
pubs.acs.org
October 28, 2025 at 2:39 PM
Reposted by Daniel Petras
We are super excited that our new paper on microfluidic-based LC-MS/MS fractionation in combination with bioluminescence bioreporters readouts, for compound-resolved bioactivity metabolomics, was just published: pubs.acs.org/doi/10.1021/...
October 26, 2025 at 9:24 PM
What a fun day! Thanks so much for stopping by Pieter!
Such awesome day today at UC-Riverside. Got to spend time with two of my science children and their team (science grandchildren). Just so fun thanks to Ming for the pic. And got to go biking with @func-metabo-lab.bsky.social
September 27, 2025 at 4:58 PM
Reposted by Daniel Petras
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...
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...
www.biorxiv.org
September 27, 2025 at 9:32 AM
In a large community effort with 50 coauthors, we analyzed the same set of marine dissolved organic matter samples across 24 laboratories via non-targeted LC-MS/MS, to check if we get comparable data.
If you want to check it out, you can find our preprint here:
doi.org/10.26434/che...
September 17, 2025 at 3:20 PM
New paper from the group. Together with Chambers Hughes, Giovanni Vitale and our amazing collaborators, we developed a multiplexed chemical metabolomics workflow to assign functional groups in non-targeted LC-MS/MS data:

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

Behind the paper story:
go.nature.com/45ljV4d
Enhancing tandem mass spectrometry-based metabolite annotation with online chemical labeling - Nature Communications
To improve annotation in non-targeted metabolomics studies, authors develop a Multiplexed Chemical Metabolomics (MCheM) platform, combining post-column derivatization with integrated data processing. ...
www.nature.com
July 27, 2025 at 6:33 PM
Super excited that I’ve been selected as a Simons Early Career Investigator in Aquatic Microbial Ecology and Evolution. We will explore how marine microbes shape the production, transformation, and fate of dissolved organic matter.
Thanks so much @simonsfoundation.org
We can’t wait to get started!
July 3, 2025 at 4:18 PM
Reposted by Daniel Petras
#mzmine 4.7 is now available!

This release brings our most significant improvement in memory efficiency to date, unlocking new capabilities for analyzing large-scale datasets.

Join us for a live software demo at our booth today and tomorrow at 12:00/noon during #ASMS2025
June 3, 2025 at 2:20 PM
Reposted by Daniel Petras
We are pretty stoked that our paper on chemical shifts in kelp forests in the Gulf of Maine made it onto the front cover of ‪@science.org
Big congratulations to Shane Farrell and everybody involved! ✌️✌️✌️
Kelp forests on the coast of Maine are in decline owing to rapid ocean warming and are being replaced by turf algae, which alter the ecosystem’s chemistry, hindering the recovery of kelp forests.

Learn more in this week's issue of Science: scim.ag/4dwzl8j
May 22, 2025 at 11:03 PM
Reposted by Daniel Petras
🎉 Fantastic News 🎉

Our CMFI Cluster of Excellence @unituebingen.bsky.social receives funding extension for the next seven years.

Spokesperson Andreas Peschel @andreaspeschel.bsky.social: "We can now advance our research into resistance mechanisms and new antimicrobial agents!"

shorturl.at/rcK1A
CMFI Enters Second Funding Period | CMFI News
The members of CMFI can breathe a sigh of relief: On January 1, 2026, the Tübingen Cluster of Excellence will enter its second funding period with a duration of seven years. This was announced by the ...
www.cmfi.uni-tuebingen.de
May 22, 2025 at 3:37 PM
Reposted by Daniel Petras
Happy to announce that our „newest old tool“ autoMLST2.0 is out and published. You need an accurate and easy to use tool to build #phylogenetictrees from #bacterialgenomes: academic.oup.com/nar/advance-...
AutoMLST2: a web server for phylogeny and microbial taxonomy
Abstract. Accurate and accessible phylogenetic analysis is essential for understanding microbial taxonomy and evolution, which are integral to microbiology
academic.oup.com
May 13, 2025 at 6:34 PM
Reposted by Daniel Petras
May 12, 2025 at 10:27 PM
Reposted by Daniel Petras
I am thrilled to share after years of work/procrastination that the MassQL manuscript is finally published in @natmethods.nature.com - "A universal language for finding mass spectrometry data patterns". This was an team effort from all co-authors that helped shape MassQL and how it could be used.
May 12, 2025 at 6:10 PM
Reposted by Daniel Petras
Check out the latest tutorial video, from Marty Lab postdoc John Pavek, on how to analyze individual spectra with IsoDec, our new neural network for isotopic deconvolution: youtu.be/aOR37-j28NI
IsoDec Tutorial 1: Analysis of Individual Spectra
YouTube video by Michael T Marty
youtu.be
May 1, 2025 at 8:18 PM
Reposted by Daniel Petras
Another year, another @mzmine.bsky.social workshop at
@iocbprague.bsky.social! Both new and advanced users are learning about the latest mzmine features from our amazing instructors @ansgarkorf.bsky.social, Josh Smith,
@titodamiani.bsky.social, and @roman-bushuiev.bsky.social.
April 29, 2025 at 9:34 AM
Reposted by Daniel Petras
New reprint from the team: Lead by @nike-wagner.bsky.social, we used our native metabolomics setup to shed new light onto the function of the CutA protein.
www.biorxiv.org/content/10.1...
April 4, 2025 at 10:17 PM
Reposted by Daniel Petras
I am excited to share this new paper out in JPR - "MS-RT: A Method for Evaluating MS/MS Clustering Performance for Metabolomics Data." This work introduces the MS-RT method to assess MS/MS clustering accuracy on metabolomics data.

doi.org/10.1021/acs....
MS-RT: A Method for Evaluating MS/MS Clustering Performance for Metabolomics Data
The clustering of tandem mass spectra (MS/MS) is a crucial computational step to deduplicate repeated acquisitions in data-dependent experiments. This technique is essential in untargeted metabolomics, particularly with high-throughput mass spectrometers capable of generating hundreds of MS/MS spectra per second. Despite advancements in MS/MS clustering algorithms in proteomics, their performance in metabolomics has not been extensively evaluated due to the lack of database search tools with false discovery rate control for molecule identification. To bridge this gap, this study introduces the MS1-retention time (MS-RT) method to assess MS/MS clustering performance in metabolomics data sets. Here, we validate MS-RT by comparing MS-RT to established proteomics clustering evaluation approaches that utilize database search identifications. Additionally, we evaluate the performance of several MS/MS clustering tools on metabolomics data sets, highlighting their advantages and drawbacks. This MS-RT method and the MS/MS clustering tool benchmarking will provide valuable real world practical recommendations for tools and set the stage for future advancements in metabolomics MS/MS clustering.
doi.org
March 5, 2025 at 5:34 PM
Very important read about the discussion on in-source fragments in LC-MS/MS based metabolomics.
By reanalyzing data from 30,000 authentic standards @yelabiead.bsky.social @adafede.bsky.social @pieterdorrestein.bsky.social et al. show that ISFs are substantially less that what Giera et al. reported 👌
March 2, 2025 at 5:14 PM
Reposted by Daniel Petras
I can’t think of a better group to learn metabolomics data science from.
Good news: We will have another summer school on non-targeted metabolomics this year! Organized by Martin Hansen and Scott Jarmusch, this year's summer school will be hosted at DTU in Copenhagen from August 18-22, inc. a summer camp style accommodation option at DTU.
Sign up:
tinyurl.com/NTMS2025
March 2, 2025 at 1:39 AM
Reposted by Daniel Petras
I'm happy to share my latest article published today. A nice collaboration with Aiko and Sven from Bruker Daltonics. #metabolomics #lipidomics #celegans
doi.org/10.1007/s113...
Phosphorylated glycosphingolipids are commonly detected in Caenorhabditis elegans lipidomes - Metabolomics
Introduction The identification of lipids is a cornerstone of lipidomics, and due to the specific characteristics of lipids, it requires dedicated analysis workflows. Identifying novel lipids and lipi...
doi.org
February 20, 2025 at 8:52 PM
Reposted by Daniel Petras
🚨 Webinar Reminder! 🚨

Don’t forget to join us for our first webinar of the year:
“Learning From Repository-Scale Untargeted Metabolomics Data”
📅 Date: 22 January
🕒 Time: 3 PM UTC

#MetabolomicsSociety #MetSoc #Metabolomics #ECR #TeamMassSpec #EMNMetSoc
🎉 First webinar for 2025!

On 22 January at 3pm UTC, we will host Dr Wout Bittremieux who will deliver a talk on an approach to untargeted metabolomics data annotation!

✒️ Register here for free: tinyurl.com/2v654vp9

We look forward to seeing you there 👋
January 17, 2025 at 1:05 AM
Reposted by Daniel Petras
Such a wonderful SIMB workshop on @gnps2.bsky.social covering classical mol networking, FBMN, ion identity based mol networking, FBMN-STATS, gnps-dashboard, CMMC-kb, Modifinder, MicrobeMASST, MassQL, and limited ReDU - many were covered at a workshop for the first time. 1/4
January 8, 2025 at 7:18 PM
Reposted by Daniel Petras
Really excited to release a beta version of UniDec 8.0!

The coolest feature is a new AI-based charge assignment for isotopic resolution data. It's performing a little better than Thrash/Xtract but way faster. Try out IsoDec if you are doing top-down!

github.com/michaelmarty...
Release UniDec Version 8.0.0 · michaelmarty/UniDec
Version 8.0.0 UniDec. Please cite Marty et al. Anal. Chem. 2015. DOI: 10.1021/acs.analchem.5b00140 if you use UniDec in publications. Check out a video tutorial: https://www.youtube.com/watch?v=e33...
github.com
December 27, 2024 at 10:19 PM
Reposted by Daniel Petras
My department is hiring a fungal biologist! aprecruit.ucr.edu/JPF01990
Assistant Professor in Fungal Biology
University of California, Riverside is hiring. Apply now!
aprecruit.ucr.edu
December 10, 2024 at 7:14 PM
Reposted by Daniel Petras
👨‍🔬👩‍🔬Grants announcement !!!
A limited number of supporting grants will be given to early career researchers and #ICTC13 participants from lower income countries.
Don't miss the opportunity to submit an abstract and apply for an #ICTC13 grant !
Deadline: 20 December
More: ictc13.gr/grants/
GRANTS – ICTC13 | 13th International Conference on Toxic Cyano Bacteria
ictc13.gr
December 6, 2024 at 6:43 AM