Evidence map›Paper›PMID 42228541›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Early-stage drug discovery in a new-generation ultrahigh-throughput mass spectrometry platform.

Nicolás M Morato, Yunfei Feng, Kitmin Chen, Kai-Hung Huang, Alexis Owen, Joseph V Caruso, Beinan Yang, Samadhi C Kulathunga, Andrew D Mesecar, Carleen Klumpp-Thomas and 11 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

21 authors.

Nicolás M MoratoPurdue Institute for Cancer Research, Purdue University, West Lafayette, IN 47907.ORCID 0000-0003-0218-407X
Yunfei FengDepartment of Chemistry, Purdue University, West Lafayette, IN 47907.
Kitmin ChenDepartment of Chemistry, Purdue University, West Lafayette, IN 47907.
Kai-Hung HuangDepartment of Chemistry, Purdue University, West Lafayette, IN 47907.
Alexis OwenDepartment of Chemistry, Purdue University, West Lafayette, IN 47907.
Joseph V CarusoDepartment of Chemistry, Purdue University, West Lafayette, IN 47907.
Beinan YangDepartment of Biochemistry, Purdue University, West Lafayette, IN 47907.
Samadhi C KulathungaDepartment of Chemistry, Purdue University, West Lafayette, IN 47907.
Andrew D MesecarPurdue Institute for Cancer Research, Purdue University, West Lafayette, IN 47907.ORCID 0000-0002-1241-2577
Carleen Klumpp-ThomasNational Center for Advancing Translational Sciences, Rockville, MD 20850.
Aco RadujevicNational Center for Advancing Translational Sciences, Rockville, MD 20850.
Alexander G GodfreyNational Center for Advancing Translational Sciences, Rockville, MD 20850.
Sean GardnerNational Center for Advancing Translational Sciences, Rockville, MD 20850.
Dobrila D RudnickiNational Center for Advancing Translational Sciences, Rockville, MD 20850.
Matt GalbraithHamilton Company, Reno, NV 89502.
Adam GloecknerHamilton Company, Reno, NV 89502.
Csaba HajduWaters Corporation, Wilmslow SK9 4AX, United Kingdom.
Steven D PringleWaters Corporation, Wilmslow SK9 4AX, United Kingdom.
Michael MorrisWaters Corporation, Wilmslow SK9 4AX, United Kingdom.
Julia BalogWaters Corporation, Cambridge, MA 02142.ORCID 0000-0003-4914-8797
R Graham CooksPurdue Institute for Cancer Research, Purdue University, West Lafayette, IN 47907.ORCID 0000-0002-9581-9603

Funding

Transgenic Mouse Core Facility Shared Resource (TMCF-SR)P30CA023168 · NCI · PURDUE UNIVERSITY WEST LAFAYETTE · PI ANDREW D MESECAR · 1985 to 2026
$43.4M
HHS | NIH | National Center for Advancing Translational Sciences (NCATS) UG3/UH3 TR004139NCI NIH HHS P30 CA023168
6 · The paper itself

Abstract

Early-stage drug discovery involves a complex set of processes that typically requires iterative exploration of a vast chemical-biological search space. Over the past few decades, these processes have been facilitated using automated experimentation in the form of high-throughput screening technologies for hit discovery via large-scale biochemical assays of candidate libraries. However, optimized generation of small-molecule candidates is still largely limited to traditional synthetic chemistry workflows, thus representing a bottleneck in the discovery endeavor. Here we describe and demonstrate the capabilities of a next-generation automated ultrahigh-throughput system based on desorption electrospray ionization (DESI) mass spectrometry (MS), which consolidates key activities of early drug discovery: i) organic reaction screening for routes to new candidates, ii) small-scale synthesis following optimized reactions, and iii) bioactivity assessment of the newly generated compounds in a direct-to-biology (i.e., product purification-free) fashion. Importantly, the first two synthetic steps leverage accelerated reactions in microdroplets for on-the-fly synthesis followed by in operando MS analysis or small-scale collection, whereas the later bioanalytical application relies on the label-free nature of MS as well as the contactless and complex-matrix-tolerant nature of DESI. Altogether, this fully automated technology, which has a combined synthetic/analytical throughput of up to ~3 Hz using (sub)nanogram sample amounts (and ca. 6 mHz at the milligram-level synthetic scale), has the potential to accelerate translational efforts via a single-platform closed-loop discovery cycle whose main aspects are illustrated herein, including the demonstration of increases in the biological activity of drug-substance analogs generated in the course of a complete DESI-based direct-to-biology campaign.

Indexed as

Drug DiscoveryHigh-Throughput Screening AssaysSpectrometry, Mass, Electrospray Ionizationautomated synthesisdesorption electrospray ionizationdirect-to-biologyhigh-throughput experimentationlabel-free bioassays

Identifiers

PMID42228541
PMCPMC13250594

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.