Do statins increase the risk for the development of diabetes?
Notice bibliographique
Résumé
EVIDENCE-BASED ANSWER Statin therapy increases the risk of new-onset diabetes mellitus (SOR: A, 2 meta-analysis of randomized controlled trials and observational studies). High-intensity statins carry a higher risk of development of new-onset diabetes compared with low-intensity statins (SOR: B, meta-analysis of observational studies), with higher risk seen in atorvastatin and rosuvastatin (SOR: B, large retrospective cohort study).This clinical question was developed as an HDA through a standardized, systemic methodology (HDA Methods, Supplemental Digital Content). A 2019 meta-analysis of 33 randomized controlled trials (RCTs; N=163,688) examined new-onset diabetes (NODM).1 Patients had a mean age of 59.9 years old, with 18% to 100% male across the trials. Patients were included if they had hypercholesterolemia, atherosclerotic cardiovascular disease (ASCVD) risk factors, previous myocardial infarction (MI) or acute coronary syndrome (ACS), coronary heart disease (CHD), congestive heart failure, or valvular heart disease. The intervention group received statin therapy, whereas the control group included usual care or placebo. Follow-up ranged from 104 to 349 weeks. The primary outcome was NODM that was defined as multiple criteria, including adverse events (unspecified), one or two fasting blood glucose measurements >126 mg/dL, positive oral glucose tolerance test, WHO 1999 criteria, and starting a diabetes medication. Statin “intensity” indicated potency of the statin used. Compared with patients who did not take a statin, patients who took any statin were significantly more likely to develop NODM (21 RCTs, N=124,755; risk ratio [RR] 1.09; 95% CI, 1.03–1.16). High-intense statins were significantly associated with a higher risk of NODM compared with low-intensity statin therapy (21 RCTs, N=124,755; RR 1.11; 95% CI, 1.03–1.19; I2=0%). This study was limited by different definitions of NODM across the trials. A 2017 meta-analysis of 20 observational studies (N=4,066,854) evaluated the development of diabetes in patients taking statins versus not taking statins.2 Patients were adults, with a mean age of 56.9 years old. No other demographic information was provided. Follow-up duration across the studies ranged from 2 to 20 years, with a mean duration of 7.2 years. Studies were included if they had at least 1,000 adult patients followed for at least one year. The primary outcome was NODM that was defined as receiving a diagnosis, taking diabetes medications, self-report, biochemical markers, or a combination of these. Compared with patients who did not take a statin, patients who took any statin were significantly more likely to develop NODM (19 studies, N=4,055,139; RR 1.44; 95% CI, 1.31–1.58). In addition, compared with patients who took low-intensity statins, patients who took the high-intensity statins were more likely to develop NODM: simvastatin (8 studies, N=77,372; RR 1.38; 95% CI, 1.19–1.61), pravastatin (8 studies, N=63,912; RR 1.39; 95% CI, 1.09–1.77), fluvastatin (6 studies, N=7,022; RR 1.39; 95% CI, 1.09–1.77), rosuvastatin (6 studies, N=38,155; RR 1.61; 95% CI, 1.31–1.98), and atorvastatin (7 studies, N=51,121; RR 1.49; 95% CI, 1.31–1.70). This study was limited by broad inclusion criteria and definitions of NODM. A 2022 multicenter, retrospective cohort study (n=14,605,368) compared risk of NODM in new patients of pitavastatin versus atorvastatin and rosuvastatin.3 Patients were adults (age >18 years old) from 10 hospitals in Korea and used statins for >180 days. Patients were excluded if they had prior exposure to the studied statins or other statins (including simvastatin, pravastatin, lovastatin, or fluvastatin), or an exposure to any oral hypoglycemic agent, glucagon-like peptide-1 (GLP-1) receptor agonist, insulin, or had a serum HbA1c >5.7%. The primary outcome was incidence of NODM 180 days after starting statin therapy. NODM was defined as diagnosis of diabetes using ICD-10, prescription of hypoglycemic agent, GLP-1 receptor agonist, or insulin, and serum HbA1c level >6.5%. Pitavastatin was associated with a significantly lower risk of NODM compared with atorvastatin (hazard ratio [HR] 0.69; 95% CI, 0.54–0.88) or rosuvastatin (HR 0.74; 95% CI, 0.55–0.99). No significant difference in the risk of NODM was noted between atorvastatin and rosuvastatin.
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 enseignantsNi 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.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,020 | 0,089 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,001 |
| Méta-épidémiologie (sens large) | 0,007 | 0,006 |
| Bibliométrie | 0,003 | 0,003 |
| Études des sciences et des technologies | 0,000 | 0,001 |
| Communication savante | 0,004 | 0,003 |
| Science ouverte | 0,002 | 0,001 |
| Intégrité de la recherche | 0,007 | 0,004 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,013 | 0,002 |
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.
score_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 découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».