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Enregistrement W2914236130 · doi:10.1111/bcp.13860

Response to ‘Sex‐by‐formulation interaction in bioequivalence studies: the importance of formulations and experimental conditions’ by Ibarra et al.

2019· letter· en· W2914236130 sur OpenAlexaff
Esperanza González‐Rojano, Francisco Abad‐Santos, John Gordon, Alfredo García‐Arieta

Notice bibliographique

RevueBritish Journal of Clinical Pharmacology · 2019
Typeletter
Langueen
DomaineMedicine
ThématiquePharmaceutical studies and practices
Établissements canadiensHealth Canada
Organismes subventionnairesnon disponible
Mots-clésBioequivalenceObservational studyEconometricsPsychologyStatisticsMedicineMathematicsPharmacologyPharmacokinetics

Résumé

récupéré en direct d'OpenAlex

We are glad to read in the previous commentary that Ibarra et al agree that studies suggesting the existence of sex-by-formulation interaction should not be considered as demonstration of such an interaction if the study was not designed for that purpose and the sample size was not designed for that investigation.1 As regulators and scientists, we investigated the existence of a sex-by-formulation interaction in efavirenz tablets,2 as suggested by Ibarra et al,3 because we also consider this topic of interest. If the interaction really exists, the present bioequivalence requirements in regulatory guidelines would need to be revised worldwide. However, only a few papers have addressed this topic, and these papers are observational in nature and subject to bias.2 Consequently, it would be necessary that Ibarra et al conduct a confirmatory study with the formulation that suggested the existence of a sex-by-formulation interaction to obtain evidence from a properly designed experiment. On our side, we will continue exploring critically this possibility on the available data in order to improve the existing evidence, although observational. As argued by Ibarra et al, males are more likely to be in fasted state because digestion in males is more rapid than in females. Therefore, this suggests the different discriminatory power is not related to sex but to fasting/fed state. Consequently, even assuming that a sex-by-formulation interaction may exist, there is no need to demonstrate bioequivalence separately in males and females if bioequivalence is shown separately in fasted and fed state, as it is required by the US-FDA presently, since the underlying cause is the fasting/fed state of the study participants. Given there would be a wide range in “degree of digestion” in both the female and male populations at a time such as 2 hours after a meal, the continued study at the two ends of the range, under completely fasted conditions and immediately following a meal, seems like the best way to address the variability that would be observed in between. The influence of the extreme values was pointed out to illustrate that mean values of groups with less than 12 subjects are not reliable. We appreciate the notification of an error in subject #10 value, which is inconsequential in our view. After the exclusion of the extreme values, the means of the sex groups continue to be unreliable since the sample size is too small. Ibarra et al claim that a sex-by-formulation interaction arises only if the evaluated formulations are truly different and acknowledges that the suggested sex-by-formulation in our pilot study could have been an artefact because it was bioequivalent to the reference in the pivotal study. However, the pilot study reported in our paper included two test formulations. The formulation that was not tested in the pivotal study, because it was the most different formulation with respect to the reference, did not exhibit differences in the point estimates between males and females.2 As the sex-by-formulation interaction is dependent not only on the assayed formulations but also on the experimental design, as claimed by Ibarra et al, differences between sex groups were not observed because both males and females were in fasted state and, therefore, both sex groups were equally discriminative in our pilot study. Consequently, the sex-by-formulation interaction detected by Ibarra et al3 was created artificially by the tested method of administration, ie, 2 hours after dinner, which was insufficient to ensure that females (at least) were in a completely fasted state. It is important to highlight that it is true that in order to improve the tolerability of nervous system adverse reactions, bedtime dosing of efavirenz is recommended.4 However, it is recommended that efavirenz be taken on an empty stomach4 and this is not the case for this design in females according to Ibarra et al. The increased efavirenz concentrations observed following administration of efavirenz with food may lead to an increase in frequency of adverse reactions.4 Then, females should not receive the drug 2 hours after meal intake, which is also something to be confirmed because it is not considered during the clinical development of innovator products. In contrast to Ibarra et al, we consider that bioequivalence studies should be conducted in the most discriminative conditions and not mimicking the clinical setting because the diverse conditions of patient-use cannot be anticipated and the investigation of the worst-case scenario is better to ensure bioequivalence in all potential patients and scenarios. We commented on the results obtained by Ibarra et al3 to conclude that males and/or fasting state would seem to be more discriminative, if any, based on their results. Generalisation to include other results or the contrary results (eg, females being more discriminative because the fed state is more discriminative than the fasting state in other drug products) seems to be speculative, although hypothetically possible, because they are not based on the evidence of Ibarra et al. In contrast to Ibarra et al, we would propose the demonstration of bioequivalence in males and females separately, irrespective of the cost, which would simply be duplicated, if it were shown that the sex-by-formulation may really exist, because the absence of bioequivalence in one sex group is not ethically acceptable and a combined analysis is not able to ensure bioequivalence in both sex groups. Finally, the advancement of science is based on the demonstration that the null hypothesis (ie, bioequivalence conclusion is not different between sexes) is incorrect. Therefore, the alternative hypothesis of the existence of a sex-by-formulation interaction needs to be demonstrated formally to propose a change in the existing bioequivalence guidelines. We remain interested in investigating this possibility to avoid any risk to public health, and we appreciate and encourage scientific debate. There are no competing interests to declare.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,050
score de la tête « metaresearch » (Gemma)0,192
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Commentaire · Signal consensuel: Commentaire
Score de désaccord entre enseignants0,100
Score d'incertitude au seuil0,263

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0500,192
Méta-épidémiologie (sens strict)0,0020,002
Méta-épidémiologie (sens large)0,0050,004
Bibliométrie0,0020,002
Études des sciences et des technologies0,0050,011
Communication savante0,0070,007
Science ouverte0,0070,005
Intégrité de la recherche0,1000,093
Charge utile insuffisante (le modèle a refusé de juger)0,0050,007

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,162
Tête enseignante GPT0,549
Écart entre enseignants0,388 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeSans objet
Domainenon disponible
GenreCommentaire

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2019
Routes d'admission1
Résumé présentoui

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Même revueBritish Journal of Clinical PharmacologyMême sujetPharmaceutical studies and practicesTravaux en français237 207