Quantitative 1H and 13C NMR and Chemometric Assessment of 13C NMR Data: Application to Anabolic Steroid Formulations

This study investigates the potential of <sup>1</sup>H and <sup>13</sup>C NMR for the characterization and classification of anabolic androgenic steroids (AASs) in various formulations. First, twenty AAS formulations, including tablets, capsules, and injectable solutions, were analyzed using <sup>1</sup>H NMR for the qualitative identification and quantification of active compounds. The results revealed discrepancies between the labeled and detected substances in several samples, highlighting issues related to product mislabeling and potential health risks. Then, twelve oil-based injectable formulations were examined using <sup>13</sup>C NMR, demonstrating its effectiveness in differentiating and quantifying closely related steroid structures that cannot be discriminated with <sup>1</sup>H NMR. A chemometric approach from <sup>13</sup>C NMR data, based on a principal component analysis (PCA) and hierarchical cluster analysis (HCA), enabled the classification of samples and the identification of key active ingredients.

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Publication Details

Journal
Molecules
Published
2025-05-06
DOI
https://doi.org/10.3390/molecules30092060
Citations
1
Primary Topic
Analytical Chemistry and Chromatography
Type
article
Field-Weighted Citation Impact
0.76
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article

Quantitative 1H and 13C NMR and Chemometric Assessment of 13C NMR Data: Application to Anabolic Steroid Formulations

Véronique Gilard, Stéphane Balayssac, Saı̈da Danoun, Gaëtan Assemat et al.
1 citations
Molecules
Analytical Chemistry and Chromatography
0.76
article

Quantitative 1H and 13C NMR and Chemometric Assessment of 13C NMR Data: Application to Anabolic Steroid Formulations

Véronique Gilard, Stéphane Balayssac, Saı̈da Danoun, Gaëtan Assemat, Myriam Malet‐Martino
article en
1 citations

Abstract

This study investigates the potential of <sup>1</sup>H and <sup>13</sup>C NMR for the characterization and classification of anabolic androgenic steroids (AASs) in various formulations. First, twenty AAS formulations, including tablets, capsules, and injectable solutions, were analyzed using <sup>1</sup>H NMR for the qualitative identification and quantification of active compounds. The results revealed discrepancies between the labeled and detected substances in several samples, highlighting issues related to product mislabeling and potential health risks. Then, twelve oil-based injectable formulations were examined using <sup>13</sup>C NMR, demonstrating its effectiveness in differentiating and quantifying closely related steroid structures that cannot be discriminated with <sup>1</sup>H NMR. A chemometric approach from <sup>13</sup>C NMR data, based on a principal component analysis (PCA) and hierarchical cluster analysis (HCA), enabled the classification of samples and the identification of key active ingredients.

MoleculesVol. 30(9)
Centre National de la Recherche Scientifique (FR), Université Fédérale de Toulouse Midi-Pyrénées (FR), QUAD Engineering (Canada) (CA)
Reduced inequalities
Openalex Percentile: Top 32%
Analytical Chemistry and Chromatography
0.76
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Quantitative 1H and 13C NMR and Chemometric Assessment of 13C NMR Data: Application to Anabolic Steroid Formulations — Véronique Gilard, Stéphane Balayssac, et al. · Molecules (2025) | TGRS Research Map | TGRS