Andrés Cumsille
banner
cumsille.bsky.social
Andrés Cumsille
@cumsille.bsky.social
Postdoc | Studying Microbial Interactions, Natural Products & BGCs
Into Science, politics and travels 🏳️‍🌈
📍Madison, WI
Reposted by Andrés Cumsille
The existence of unintentional fragmentation (often referred to as in-source fragments) in untargeted #metabolomics data can cause uncertainty among newcomers to the field and skepticism among data consumers such as medical experts or biologists.

pubs.acs.org/doi/10.1021/...
A Perspective on Unintentional Fragments and Their Impact on the Dark Metabolome, Untargeted Profiling, Molecular Networking, Public Data, and Repository Scale Analysis
In/postsource fragments (ISFs) arise during electrospray ionization or ion transfer in mass spectrometry when molecular bonds break, generating ions that can complicate data interpretation. Although ISFs have been recognized for decades, their contribution to untargeted metabolomics─particularly in the context of the so-called “dark matter” (unannotated MS or MS/MS spectra) and the “dark metabolome” (unannotated molecules)─remains unsettled. This ongoing debate reflects a central tension: while some caution against overinterpreting unidentified signals lacking biological evidence, others argue that dismissing them too quickly risks overlooking genuine molecular discoveries. These discussions also raise a deeper question: what exactly should be considered part of the metabolome? As metabolomics advances toward large-scale data mining and high-throughput computational analysis, resolving these conceptual and methodological ambiguities has become essential. In this perspective, we propose a refined definition of the “dark metabolome” and present a systematic overview of ISFs and related ion forms, including adducts and multimers. We examine their impact on metabolite annotation, experimental design, statistical analysis, computational workflows, and repository-scale data mining. Finally, we provide practical recommendations─including a set of dos and do nots for researchers and reviewers─and discuss the broader implications of ISFs for how the field explores unknown molecular space. By embracing a more nuanced understanding of ISFs, metabolomics can achieve greater rigor, reduce misinterpretation, and unlock new opportunities for discovery.
pubs.acs.org
December 3, 2025 at 3:30 PM
Reposted by Andrés Cumsille
Recommended reading for those of us who study actinomycetes using untargeted metabolomics. Incredible work by @amcaraballor.bsky.social, @pieterdorrestein.bsky.social, and collaborators. rdcu.be/eSRxT
The undiscovered natural product potential of Actinomycetes
The Journal of Antibiotics - The undiscovered natural product potential of Actinomycetes
rdcu.be
December 3, 2025 at 10:40 PM
Reposted by Andrés Cumsille
The Rot Economy's digital tinnitus has ruined everything you love about tech - Search, mobile browsing, and social media to name a few. When growth is all that matters, the user experience only exists to promote growth, even if the experience sucks.

www.wheresyoured.at/never-forgive-them/
December 16, 2024 at 5:31 PM
Reposted by Andrés Cumsille
Newsletter: Our digital lives are unregulated growth-hacked ecological disasters. The modern tech ecosystem's growth-at-all-costs mindset is actively harming billions of people, pushing them toward authoritarianism for profit. We must fight back.

www.wheresyoured.at/never-forgive-them/
Never Forgive Them
In the last year, I’ve spent about 200,000 words on a kind of personal journey where I’ve tried again and again to work out why everything digital feels so broken, and why it seems to keep getting wor...
www.wheresyoured.at
December 16, 2024 at 5:31 PM
Reposted by Andrés Cumsille
CALL TO ACTION: Tiny Earth encourages everyone to be educated about the effects of antimicrobial resistance (AMR) and the consequences for our society.

#TinyEarthWAAW #antimicrobialresistance #WAAW #TinyEarth #microbes #antibioticsresearch

Policy suggestions adopted from WHO's 2025 AMR Campaign.
November 23, 2025 at 7:44 PM
This is not a drill! Auroras in Madison :)!
November 12, 2025 at 2:16 AM
Reposted by Andrés Cumsille
On Wisconsin
October 1, 2025 at 8:20 PM
Reposted by Andrés Cumsille
Ayer presentamos "Amor Microbiano" a la comunidad de Ecología Microbiana Latinoamericana en Mérida, México 🇲🇽🙌
Muchas gracias por la oportunidad, excelentes preguntas y la excelente recepción.

#ISMELat2025 😊🦠🩷 🌈
August 7, 2025 at 6:05 PM
Reposted by Andrés Cumsille
GATOR-GC is out at @narjournal.bsky.social!! Check out our new targeted genome mining tool featuring a novel similarity metric to efficiently compare and deduplicate gene clusters.

We uncover biosynthetic diversity missed by other genome mining tools

academic.oup.com/nar/article/...
Targeted genome mining with GATOR-GC maps the evolutionary landscape of biosynthetic diversity
Abstract. Gene clusters, groups of physically adjacent genes that work collectively, are pivotal to bacterial fitness and valuable in biotechnology and med
academic.oup.com
July 8, 2025 at 12:04 PM
Reposted by Andrés Cumsille
This paper represents a great effort by @roman-bushuiev.bsky.social and his brother @anton-bushuiev.bsky.social. The DreaMS foundation model for mass spectra of small molecules now opens lots of avenues for possible downstream applications. It might be a game changer for computational metabolomics.
May 24, 2025 at 8:21 AM
Reposted by Andrés Cumsille
My absolute favourite movie, my day just got so much better 🥲
April 28, 2025 at 9:16 PM
Reposted by Andrés Cumsille
ismelat2025.org
Registration closes at the end of April! Please share!!
No olviden registrarse! Vengan a Mérida!!
ISME-LAT 2025
ISME Latin America - Regional conference
ismelat2025.org
April 7, 2025 at 1:13 AM
Reposted by Andrés Cumsille
March 31, 2025 at 1:37 PM
What’s exciting about Bluesky is that I’ve replaced my dopamine-scrolling addiction with a thrilling cortisol-scrolling addiction
March 31, 2025 at 12:44 AM
Reposted by Andrés Cumsille
The Chevrette Lab has some big news.

Beginning in August we'll be joining @uwmadscience.bsky.social in the Department of Plant Pathology and @widofficial.bsky.social

Beyond excited for this new chapter.

youtu.be/t-M09m-y1KU?...
Kenny Chesney - Back Where I Come From (Live at Farm Aid 2005)
YouTube video by Farm Aid
youtu.be
March 30, 2025 at 7:53 PM
There’s a pond in my apt building.
There’s an alligator there and there was an otter :(
This is Florida
Video by @nelsonfacilin.bsky.social
March 6, 2025 at 5:02 PM
Reposted by Andrés Cumsille
GATOR-GC preprint is live! If you haven't already, check out our new tool for targeted gene cluster mining. @jcedielbecerra.bsky.social

doi.org/10.1101/2025...
February 28, 2025 at 3:16 PM
Reposted by Andrés Cumsille
Thursday: time for #MattersMicrobial Episode #81! Dr. Marc Chevrette talks about genome mining, secondary metabolites, and why microbes are the very best chemists. Please share the #GoodMicrobialWord. @profvrr @wildtypeMC

youtu.be/QYGiAc4lRsk?...
February 27, 2025 at 6:17 PM
Reposted by Andrés Cumsille
got microbial metabolites? Add to the public knowledgebase available through GNPS2!

cmmc.gnps2.org
February 24, 2025 at 6:28 PM
Anastasia state park
#fungifriends
February 23, 2025 at 4:13 PM
✨Florida✨
February 17, 2025 at 12:21 AM
Florida Butterfly rainforest
February 9, 2025 at 9:26 PM
Reposted by Andrés Cumsille
Come and meet with fellow queer microbiologists at our LGBTQ+ Networking Event on Tuesday 1 April 20:30 GMT, with a Trans and Nonbinary pre-meet. For further information and to secure your place, visit our website: https://microb.io/Microbio25 #Microbio25
February 4, 2025 at 2:00 PM
Reposted by Andrés Cumsille
So how’s it going so far?
January 25, 2025 at 7:41 PM
Reposted by Andrés Cumsille
Pedro Lemebel.
La columna de Marcelo Simonetti
January 25, 2025 at 2:37 PM