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Enregistrement W4409189802 · doi:10.1007/s00125-025-06414-6

The effect of once-weekly insulin icodec vs once-daily basal insulin on physical activity-attributed hypoglycaemia in type 2 diabetes: a post hoc analysis of ONWARDS 1–5

2025· article· en· W4409189802 sur OpenAlexaff
Michael C. Riddell, Simon Heller, Lisbeth Carstensen, Thaís Rocha, Sara Kehlet Watt, Vincent Woo

Notice bibliographique

RevueDiabetologia · 2025
Typearticle
Langueen
DomaineMedicine
ThématiqueDiabetes Management and Research
Établissements canadiensUniversity of ManitobaYork University
Organismes subventionnairesNovo NordiskEuropean Foundation for the Study of DiabetesAmerican Diabetes Association
Mots-clésMedicineBasal (medicine)InsulinDiabetes mellitusInternal medicineType 2 diabetesHypoglycemiaPost-hoc analysisEndocrinologyBasal insulinType 1 diabetes

Résumé

récupéré en direct d'OpenAlex

AIMS/HYPOTHESIS: Physical activity increases the risk of hypoglycaemia in individuals with type 2 diabetes when basal or basal-bolus insulin therapy is administered. Once-weekly basal insulins may elevate the risk of physical activity-attributed hypoglycaemia compared with other basal insulins because the administered levels cannot be reduced in anticipation of increased physical activity. This post hoc analysis of five separate randomised trials (ONWARDS 1-5) aimed to examine physical activity-attributed hypoglycaemic episodes in adults with type 2 diabetes receiving either once-weekly basal insulin icodec (herein referred to as 'icodec') or once-daily basal insulins. METHODS: The ONWARDS 1-5 Phase 3a randomised controlled trials compared the efficacy and safety of once-weekly basal icodec vs once-daily basal insulin in insulin-naive (ONWARDS 1, 3 and 5) and insulin-experienced (ONWARDS 2 and 4) adults with type 2 diabetes. Participants self-monitored their blood glucose levels using a blood glucose meter and a digital diary. In each trial, suspected hypoglycaemia symptoms triggered additional self-measured blood glucose readings, and values indicative of hypoglycaemia were recorded in the participants' digital diary. Participants who experienced hypoglycaemic episodes were instructed to note any relation of each episode to physical activity. Hypoglycaemic episodes were classified as alert value (level 1: blood glucose <3.9 but ≥3.0 mmol/l), clinically significant (level 2: blood glucose <3.0 mmol/l) or severe (level 3: cognitive impairment requiring external assistance). The proportions of hypoglycaemic episodes that were attributed to physical activity and the ORs of having a physical activity-attributed hypoglycaemic episode were calculated for the two basal insulin types (once-weekly vs once-daily) for each of the five trials. RESULTS: Across all trials, there were no consistent differences between icodec and the once-daily insulin comparators in the proportions of hypoglycaemic episodes that were attributed to physical activity; these episodes were mainly alert value or clinically significant hypoglycaemic episodes. In both insulin-naive and insulin-experienced participants, the incidence of physical activity-attributed clinically significant or severe hypoglycaemic episodes was consistently ≤3.0% in ONWARDS 1, 2, 3 and 5. In ONWARDS 4, the incidence of physical activity-attributed hypoglycaemic episodes was numerically higher in both treatment groups (18.6% [icodec] vs 17.9% [insulin glargine U100]), which was expected given the basal-bolus insulin regimen. Across all trials, there were no statistically significant differences in the odds of experiencing a physical activity-attributed clinically significant or severe hypoglycaemic episode with icodec vs once-daily insulin comparators. The frequency of recurrent clinically significant or severe hypoglycaemic episodes in the 24 h after a physical activity-attributed clinically significant or severe hypoglycaemic episode was low, with no such episodes in ONWARDS 1, 3 and 5. In contrast, in ONWARDS 2 and 4, the frequency of recurrent clinically significant hypoglycaemic episodes in the 24 h after a physical activity-attributed clinically significant or severe hypoglycaemic episode was numerically higher with icodec vs the once-daily insulin comparators, whilst no additional severe episodes were reported in any participants across the trials. CONCLUSIONS/INTERPRETATION: These findings do not suggest that there is an additional increase in hypoglycaemia risk attributed to physical activity with once-weekly basal icodec vs once-daily basal insulins in adults with type 2 diabetes. TRIAL REGISTRATION: ClinicalTrials.gov NCT04460885 (ONWARDS 1), NCT04770532 (ONWARDS 2), NCT04795531 (ONWARDS 3), NCT04880850 (ONWARDS 4) and NCT04760626 (ONWARDS 5).

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)0,006
score de la tête « metaresearch » (Gemma)0,009
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: aucune
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,006
Score d'incertitude au seuil0,032

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0060,009
Méta-épidémiologie (sens strict)0,0020,001
Méta-épidémiologie (sens large)0,0060,010
Bibliométrie0,0010,001
Études des sciences et des technologies0,0000,001
Communication savante0,0010,001
Science ouverte0,0010,001
Intégrité de la recherche0,0020,003
Charge utile insuffisante (le modèle a refusé de juger)0,0060,000

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 Opus0,012
Tête enseignante GPT0,313
Écart entre enseignants0,301 · 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'étudeObservationnel
Domainenon disponible
GenreEmpirique

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

En bref

Citations3
Publié2025
Routes d'admission1
Résumé présentoui

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