Evidence map›Paper›PMID 41998378›Full record

ArticleJournal of biomolecular NMR2026

Methyl-specific NMR of therapeutic antibodies: cost-effective isotopic labeling strategies in CHO cells for high-resolution structural characterization.

Rida Awad, Arthur Giraud, Béatrice Vibert, Séverine Clavier, Hélène Le Borgne, Laetitia Maçon, Anaïs Muhr-Naninck, Stéphanie Seguin-Huet, Benoit Mothes, Pierre Gans and 3 more

Abstract read
In one paragraph

Article in Journal of biomolecular NMR, 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. Review
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

13 authors.

Rida AwadNMR-Bio, 225 Route de Bivan, L'Albenc, 38470, France.
Arthur GiraudNMR-Bio, 225 Route de Bivan, L'Albenc, 38470, France.
Béatrice VibertSanofi Research & Development, Vitry-sur-Seine, 94403, France.ORCID http://orcid.org/0000-0002-3317-2963
Séverine ClavierSanofi Research & Development, Vitry-sur-Seine, 94403, France.ORCID http://orcid.org/0000-0001-5938-2144
Hélène Le BorgneSanofi Research & Development, Vitry-sur-Seine, 94403, France.
Laetitia MaçonSanofi Research & Development, Vitry-sur-Seine, 94403, France.
Anaïs Muhr-NaninckSanofi Research & Development, Vitry-sur-Seine, 94403, France.
Stéphanie Seguin-HuetSanofi Research & Development, Vitry-sur-Seine, 94403, France.
Benoit MothesSanofi Research & Development, Vitry-sur-Seine, 94403, France.
Pierre GansUniv. Grenoble Alpes, CNRS, CEA, Institut de Biologie Structurale (IBS), 71 Avenue des Martyrs, Grenoble, F-38044, France.
Oriane FrancesSanofi Research & Development, Vitry-sur-Seine, 94403, France. Oriane.Frances@sanofi.com.ORCID http://orcid.org/0000-0002-5397-5317
Jérôme BoisbouvierUniv. Grenoble Alpes, CNRS, CEA, Institut de Biologie Structurale (IBS), 71 Avenue des Martyrs, Grenoble, F-38044, France. jerome.boisbouvier@ibs.fr.ORCID http://orcid.org/0000-0003-3278-3639
Elodie CrubletNMR-Bio, 225 Route de Bivan, L'Albenc, 38470, France. crublet@nmr-bio.com.ORCID http://orcid.org/0000-0001-5766-2724

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Monoclonal antibodies (mAbs) are essential therapeutic agents whose efficacy depends critically on the integrity of their higher-order structure (HOS). Subtle perturbations in HOS, arising from post-translational modifications, chemical degradation or formulation conditions, can impair antigen binding or induce immunogenicity. Nuclear Magnetic Resonance (NMR) spectroscopy, and particularly methyl NMR, offers a powerful means to probe the structure and dynamics of large proteins, such as antibodies, at atomic scale resolution. While 2D 1H-13C methyl correlation spectra at natural abundance provide valuable structural fingerprints, their limited resolution and sensitivity hamper sophisticated NMR studies. Isotopic labeling of methyl groups with 13CH₃, combined with tailored deuteration, greatly enhances spectral quality. However, such labeling strategies remain underdeveloped in mammalian systems like CHO cells, which are the standard hosts for therapeutic antibody production. Here, we report an optimized labeling strategy enabling selective incorporation of the ¹³CH₃-labeled methyl groups from the six methyl-bearing amino acids into antibodies expressed in CHO cells. This includes enzymatic synthesis of regio- and stereoselectively labeled isoleucine and valine with partial deuteration and an optimized protocol for their incorporation into CHO-produced proteins. When applied to an anti-LAMP1 therapeutic antibody, this strategy yields highly resolved methyl NMR spectra, enabling comprehensive HOS assessment. It allows the transfer of previously assigned Fab and Fc methyl resonances, resulting in approximately 84% of methyl signals being assigned in the intact mAb. This work establishes a robust framework for NMR-based structural analysis of glycosylated antibodies directly from mammalian expression systems.

Indexed as

Antibodies, MonoclonalIsotope LabelingNuclear Magnetic Resonance, BiomolecularAnimalsCHO CellsCricetulusHumansAntibodies, MonoclonalCHO cellsHigher-order structure (HOS)Isotopic labelingLAMP1Methyl NMRMonoclonal antibodies

Identifiers

PMID41998378
PMCPMC13090208

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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.