Evidence map›Paper›PMID 40862693›Full record

ArticleJournal of the American Society for Mass Spectrometry2025

Capturing Current Practices and Characterizing Measurement Reproducibility for Seized Drug Analysis Using Ambient Ionization Mass Spectrometry: An Interlaboratory Study.

Edward Sisco, Dennis D Leber, Arun S Moorthy

Abstract read
In one paragraph

Article in Journal of the American Society for Mass Spectrometry, 2025. 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. Rapid analysis of narrow therapeutic index drugs by sonic spray ionization mass spectrometry.Analytical sciences : the international journal of the Japan Society for Analytical Chemistry · 2026
    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

3 authors.

Edward SiscoNational Institute of Standards and Technology, Gaithersburg, Maryland 20899, United States.ORCID 0000-0003-0252-1910
Dennis D LeberNational Institute of Standards and Technology, Gaithersburg, Maryland 20899, United States.
Arun S MoorthyDepartment of Forensic Science, Trent University, Peterborough, Ontario K9L 0G2, Canada.ORCID 0000-0002-5988-1389

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The use of ambient ionization mass spectrometry (AI-MS) to aid in the preliminary screening of seized drug evidence has steadily increased over the past two decades. Unlike gas chromatography-mass spectrometry (GC-MS), where electron ionization using a single quadrupole analyzer is commonplace, a wide range of ionization sources and mass spectrometers can be used in AI-MS. Differences in instrument configuration can lead to substantial variability in the mass spectral data obtained. An interlaboratory study, consisting of 35 participants from 17 laboratories, was conducted to begin to understand the landscape and the differences in the data that are produced. Laboratories analyzed a series of 21 solutions across multiple days using their own instrumental methods. Mass spectra were extracted and compared to understand operator, within-lab, and between-lab reproducibility for common compounds and mixtures observed in seized drug analysis. In addition, five participants analyzed the 21 solutions using prescribed method parameters to measure reproducibility improvements when using identical instrumental conditions. Mass spectral reproducibility, measured through pairwise cosine similarity, was found to be generally quite high, regardless of sample type, instrument type, method, or operator. Low-fragmentation spectra showed the lowest variability, as they were dominated by intact protonated molecule peaks. Several potential issues that increased variability were identified, including carryover from mass calibrants, poor sample introduction, and mass spectrometer inlets that required cleaning. The use of uniform method parameters was shown to increase the reproducibility of mass spectra across laboratories, most notably at higher in-source collision-induced dissociation energies. This study provides initial insights into the current landscape of AI-MS in seized drug analysis and lays the foundation for future studies that can provide needed data for the development of documentary standards, standard methods, and possibly the establishment of error rates.

Indexed as

Illicit DrugsMass SpectrometrySpectrometry, Mass, Electrospray IonizationLaboratoriesReproducibility of ResultsIllicit DrugsAmbient Ionization Mass SpectrometryASAP-MSDART-MSInterlaboratory StudySeized DrugsSpectral Reproducibility

Identifiers

PMID40862693
PMCPMC12492400

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Registered trials

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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.