Gary Siuzdak's Avatar

Gary Siuzdak

@siuzdak.bsky.social

Scientist, heal thyself. Designing #METLIN & #XCMS to identify active natural products, lipids, metabolites, drugs… https://doi.org/10.1038/s41580-019-0108-4

641 Followers  |  491 Following  |  18 Posts  |  Joined: 16.11.2024  |  1.5849

Latest posts by siuzdak.bsky.social on Bluesky

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MRM generation using adaptive modeling of tandem MS data. A simple concept that allows for MRM analysis without the need for standards.
• Especially useful for preclinical metabolites, that have no standards.
Analytical Chemistry (open access article)
pubs.acs.org/doi/10.1021/...

30.10.2025 13:35 — 👍 1    🔁 2    💬 0    📌 0
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A new concept in MRM generation — adaptive modeling of tandem MS data using spline fitting of absolute intensities.

Now in Analytical Chemistry (open access article): doi.org/10.1021/acs....

Empirical MRM transitions created for 960K compounds → METLIN 960K MRM.
#MassSpec #METLIN #AIinScience

28.10.2025 19:54 — 👍 1    🔁 1    💬 0    📌 0
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Lipidomics combined with CRISPR can help decipher the complex biochemistry that allow cancer cells to evade elimination.
www.nature.com/articles/s41...
#Nature fruitful collaboration with @JavierGarcia-Bermudez UT Southwestern #VitaminE

23.06.2025 14:13 — 👍 2    🔁 1    💬 0    📌 0

A free version just posted—courtesy of #Nature.
Lipidomics (via #XCMS / #METLIN) reveals α-tocopherol (vitamin E) as a key player in ferroptosis resistance in cancer.

t.co/HMJSLuTAnM

#Lipidomics #CancerResearch #Ferroptosis #VitaminE

17.06.2025 21:36 — 👍 2    🔁 1    💬 0    📌 0
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Lipidomics (& #METLIN) reveal a metabolic vulnerability in tumors @Nature doi.org/10.1038/s415...

Tumors don’t just synthesize their own lipids—they scavenge antioxidant-rich lipoproteins. @JaviGBermudez with our lab's lipidomics uncover how this can be used to impair tumor growth

17.06.2025 20:20 — 👍 2    🔁 0    💬 0    📌 1
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An AI BioSync rendition of METLIN 960K as a dot matrix. Celebrating the creation of METLIN with 960,000 molecular standards, and going live in its original classic form - reengineered.

🔗 Sign in for access: metlin.scripps.edu/auth-login.h...

📖 Read more: DOI: 10.1002/ansa.70012

30.05.2025 13:39 — 👍 2    🔁 2    💬 0    📌 0
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At least a partial explanation for all the unidentifiable peaks we see in LC/MS/MS experiments of small molecules. More details on the experiments and how ISF determinations were made at doi.org/10.1002/ansa... and doi.org/10.1038/s422...

18.05.2025 14:27 — 👍 2    🔁 0    💬 0    📌 0
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Unexpected growth on the #METLIN front, now reaching 960K molecular standards with MS/MS natural product additions. 960K METLIN currently available online via XCMS-METLIN. xcmsonline.scripps.edu
@Molsystbio doi.org/10.1038/s443...

04.04.2025 13:22 — 👍 4    🔁 0    💬 0    📌 0
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Toward Real-Time Proteomics: Blood to Biomarker Quantitation in under One Hour Multistep multihour tryptic proteolysis has limited the utility of bottom-up proteomics for cases that require immediate quantitative information. The power of proteomics to quantify biomarkers of hea...

Krakatoa doesn't have to just mean violent destruction. Close to real-time proteeomics was achieved via a combined effort between @CedarsSinai and Cinder with their unique hypothermophile enzyme "Krakatoa"

pubs.acs.org/doi/10.1021/...

21.03.2025 13:26 — 👍 2    🔁 1    💬 0    📌 0
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“Because they wouldn’t let me give it away”

my answer when people ask why did I not publish AMMS with a publishing house.

Free PDF at Scripps Research:
masspec.scripps.edu/about/mass-s...

Royalty-free print version at Amazon ($15.08):
a.co/d/8dEWO8a

03.02.2025 00:17 — 👍 7    🔁 2    💬 0    📌 0

You are welcome Pawel, hopefully it will save students from using a bit of their income.

29.01.2025 22:11 — 👍 1    🔁 0    💬 0    📌 0
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AMMS 2025 book is live, the PDF just became available, and you can freely download the entire book here...
masspec.scripps.edu/about/mass-s...
Two new chapters, new sections, and refinements throughout.

The royalty-free print version of #AMMS 2025 will be available on Amazon next week.

29.01.2025 14:54 — 👍 1    🔁 1    💬 0    📌 1
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The latest version of Activity Metabolomics and Mass Spectrometry (AMMS 2025) is now in the proof stage. AMMS 2025 has two new chapters, lipids, and a lot of polishing. Still free as a PDF, and as royalty-free print version on Amazon.
Coming as soon as we get the proofs (and are happy with them).

24.01.2025 20:22 — 👍 4    🔁 1    💬 0    📌 0
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Monday morning session on June 2nd at ASMS will include

"Metabolomics & Lipidomics"

Please submit your abstract to this session, as I am looking forward to introducing the latest in metabolomic and lipidomic technology developments, and their applications.
asms.org/conferences/...

18.01.2025 23:30 — 👍 2    🔁 2    💬 0    📌 0
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The future of untargeted analysis is closer than we think. Could #AI predict metabolites that are not yet known to exist? #ML combined with #metabolomics/#lipidomics is redefining how we #Scripps are performing discovery using #METLIN's massive dataset & AI's power, the possibilities are intriguing

07.01.2025 14:56 — 👍 4    🔁 0    💬 0    📌 0
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The central message behind our two recent papers in @NatMetabolism @MolSystBiol

•• If you can’t identify it with XCMS-METLIN,
highly likely it is ISF (in-source fragmentation) ••

Both papers are open access
www.nature.com/articles/s42...
www.embopress.org/doi/full/10....

04.12.2024 15:57 — 👍 6    🔁 0    💬 0    📌 0
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The simplicity of precursor ion filtering combined with MS/MS matching to deconvolve data on XCMS-METLIN's 935K+ molecular standards @MolSystBiol doi.org/10.1038/s443...
XCMS-METLIN local now available at massconsortium.com

26.11.2024 22:44 — 👍 2    🔁 1    💬 0    📌 0
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Twenty years in the making, the #XCMS-METLIN integrated platform is now available with the complete #METLIN MS/MS 935K+ molecular standards database.
Available as a local version on your own personal computer.
For information visit massconsortium.com

22.11.2024 19:16 — 👍 5    🔁 0    💬 0    📌 0

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