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Record W4412107539 · doi:10.1021/jasms.5c00130

Three Candidates, Two Peaks: Addressing Conflicting Assignments of Fentanyl Protomers with DMS-UVPD

2025· article· en· W4412107539 on OpenAlexafffund
Christian Ieritano, Allison Fry, James N. Dodds, Erin Baker, W. Scott Hopkins

Bibliographic record

VenueJournal of the American Society for Mass Spectrometry · 2025
Typearticle
Languageen
FieldChemistry
TopicMass Spectrometry Techniques and Applications
Canadian institutionsUniversity of Waterloo
FundersNational Institute of Environmental Health SciencesNatural Sciences and Engineering Research Council of CanadaHong Kong GovernmentEnvironmental Protection AgencyCanada Foundation for Innovation
KeywordsChemistryFentanylStereochemistryPharmacology

Abstract

fetched live from OpenAlex

Fentanyl and its analogs, many of which share the piperidine-4-carboxamide core, consistently exhibit two distinct peaks when detected as the protonated ion on the various low-field IMS platforms (one major, one minor). These peaks, widely presumed to arise from prototropic isomers (i.e., protomers, which are isomers differing by the site of protonation), are generally agreed to originate from protonation at the piperidine nitrogen for the major feature, the most basic site in both the solution and gas phases. However, the origin of the minor feature remains unresolved, with prior studies attributing it to protonation either at the amide nitrogen or at the carbonyl oxygen, despite theoretical predictions placing the amide- N protomer roughly 35 kJ/mol higher in energy than its O -protonated counterpart. To resolve this, we combine differential mobility spectrometry (DMS), ultraviolet photodissociation (UVPD), tandem mass spectrometry (DMS-MS 2 /MS 3 ), and quantum chemical calculations to interrogate the protomer landscape of ten fentanyl analogs. Mapping of fragmentation pathways using DMS-MS 2 /MS 3, along with DMS-MS-UVPD supported by in silico vertical-gradient Franck–Condon (VG|FC) simulations of UV absorption spectra, indicates that the major feature arises from piperidine- N protonation while the minor feature corresponds to amide carbonyl- O protonation. Collision cross section (CCS) measurements further corroborate these assignments, with calculated CCSs matching experimental values within 1% (on average) for both the N - and O -protomers, while calculated CCSs for the amide- N protomers deviate by an average of 7%. Microsolvation studies reveal that serial solvation progressively narrows the energy gap between the piperidine- N and O -protomers via the formation of a solvent bridge between the two sites, suggesting that rapid desolvation during electrospray ionization can kinetically trap a fraction of the ensemble in the higher-energy O -protonated form.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.017
GPT teacher head0.316
Teacher spread0.299 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2025
Admission routes2
Has abstractyes

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