Evidence map›Paper›PMID 42395466›Full record

ArticlebioRxiv : the preprint server for biology2026

MALDI Tandem Mass Spectrometry for Colony-Based Dereplication of Natural Products.

Robert A Shepherd, Limar Y Gad, Michael Strobel, Gordon T Luu, Jin Feng, Carlo De Silva, Shaun M K McKinnie, Mingxun Wang, Laura M Sanchez

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Robert A ShepherdDepartment of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA 95064.ORCID 0000-0002-0601-5460
Limar Y GadDepartment of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA 95064.
Michael StrobelDepartment of Computer Science and Engineering, University of California Riverside, Riverside, CA 92521.ORCID 0009-0000-3829-0048
Gordon T LuuDepartment of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA 95064.ORCID 0000-0001-5937-7855
Jin FengDepartment of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA 95064.
Carlo De SilvaDepartment of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA 95064.
Shaun M K McKinnieDepartment of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA 95064.ORCID 0000-0001-6776-6455
Mingxun WangDepartment of Computer Science and Engineering, University of California Riverside, Riverside, CA 92521.ORCID 0000-0001-7647-6097
Laura M SanchezDepartment of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, CA 95064.ORCID 0000-0001-9223-7977

Funding

Baccalaureate Bridge to the Biomedical Sciences Program (ACCESS)R25GM051765 · NIGMS · UNIVERSITY OF CALIFORNIA SANTA CRUZ · PI CAMARA, JASON N., CREWS, PHIL · 1994 to 2023
$5.6M
Collaborative Microbial Metabolite CenterU24DK133658 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI PIETER C DORRESTEIN · 2022 to 2026
$2.9M
Identification, characterization, and application of bacterial site-specific vanadium-dependent haloperoxidase enzymesR35GM147235 · NIGMS · UNIVERSITY OF CALIFORNIA SANTA CRUZ · PI Shaun Mitchell Kirk McKinnie · 2022 to 2026
$1.9M
Development of a high throughput platform for screening directed evolution librariesR21GM148870 · NIGMS · UNIVERSITY OF CALIFORNIA SANTA CRUZ · PI SANCHEZ, LAURA MARGARET · 2023 to 2024
$430k
Advancing MALDI-TOF-Based Microbial and Metabolite Identification Through Machine Learning and Multi-Omics ApproachesF31AI200270 · NIAID · UNIVERSITY OF CALIFORNIA RIVERSIDE · PI Michael Strobel · 2026 to 2026
$47k
NIAID NIH HHS F31 AI200270NIDDK NIH HHS U24 DK133658NIGMS NIH HHS R21 GM148870NIGMS NIH HHS R25 GM051765NIGMS NIH HHS R35 GM147235
6 · The paper itself

Abstract

Microbial libraries remain an important resource for natural product discovery; however, constructing taxonomically and chemically diverse collections remains a challenge. Advances in dereplication strategies, including molecular networking, have reduced the rediscovery of known bioactive molecules and facilitated the identification of novel chemical scaffolds, but these approaches are typically applied after library construction or to existing repositories. Furthermore, many dereplication workflows require scaled fermentation and extraction, increasing the time needed to assess a microbe's metabolite profile. Here, we integrate matrix-assisted laser desorption/ionization tandem mass spectrometry (MALDI-MS/MS) into the bioinformatics platform IDBac, enabling streamlined characterization of microbial taxonomic identity, metabolite production potential, and preliminary metabolite annotation through GNPS2 molecular networking. This miniaturized high-content workflow facilitates strain prioritization by providing metabolite annotations directly from single microbial colonies prior to scale-up and extraction. Application of this approach to marine actinomycetes enabled the annotation of lavanducyanin and multiple napyradiomycin analogs. Subsequent investigation led to the discovery of napyradiomycin B8 from marine

Identifiers

PMID42395466
PMCPMC13320943

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.