SO053A REAL WORLD LONGITUDINAL ANALYSIS OF ANAEMIA TREATMENT PRESCRIPTIONS IN NON-DIALYSIS-DEPENDENT CHRONIC KIDNEY DISEASE PATIENTS, A CKDOPPS STUDY
Notice bibliographique
Résumé
Abstract Background and Aims Previously lacking in the literature, this analysis aims to comprehensively describe longitudinal patterns of anaemia management, including prescriptions of ESA and iron replacement, for non-dialysis dependent chronic kidney disease (NDD-CKD) stage 3 to 5 patients under nephrologist care. Method We analysed data from a prospective cohort of 2455 NDD-CKD patients from Brazil, Germany and the US, who were not using anaemia medications (oral iron, intravenous [IV] iron, or erythropoiesis stimulating agent [ESA]) at enrolment in the Chronic Kidney Disease Outcomes and Practice Patterns Study (CKDOPPS). We excluded 26% (N=862) of patients who were using any anaemia treatment from the source population at CKDOPPS study entry; we further excluded patients with (a) missing data for demographics and/or clinical history, or (b) no laboratory and medication data during follow-up. We reported the cumulative incidence (CI) of anaemia treatment initiation, stratified by biochemical parameters and patient characteristics. For patients that started therapy, we report the frequency of medication type at the moment of initiation, as well as switches and discontinuation over 12 months. Results The CI of any anaemia treatment initiation at 12 months was 18% for the whole sample, and 54% for patients with haemoglobin (Hb) <10 g/dL. For oral iron therapy, the CI at 12 months was 26% (19%, 32%) for TSAT<20%, and 22% (17%, 28%) for ferritin <100. For IV iron use, CI at 12 months was 6% (3%, 11%) for patients with TSAT<20% and 4% (2%, 7%) for patients with ferritin <100ng/mL. For ESA use, the CI at 12 months was 38% (29%, 47%) for patients with Hb <10 g/dL, and 11% (8%, 14%) for Hb 10 to <12 g/dL. Oral iron alone was the overwhelming first treatment option in the US (67%) and Brazil (56%); in Germany, a higher prevalence of ESAs (38%) and IV iron use (15%) was noted. Anaemia medication switches and discontinuation patterns, over 12 months, are outlined in the figure. The majority patients starting anaemia treatment were no longer on therapy one year later in Brazil (54%) and the US (51%); discontinuation of treatment was much lower in Germany (22%). Conclusion Anaemia treatment is initiated in a limited number of NDD-CKD patients with clinical signs that would indicate to do so, and many patients discontinue treatment, for reasons yet to be clarified. Although haemoglobin was the main factor associated with prescriptions, only about half of patients with Hb<10g/dL received any anaemia medication during a year. Oral iron was the treatment option most often prescribed, however given to only a quarter of iron deficient patients. We noticed country differences in the patterns of anaemia prescription and treatment discontinuation, over time, that could be due to regional policy and physician-led CKD anaemia management inequalities. These results provide longitudinal data supporting the concept that anaemia is sub-optimally managed among patients with NDD CKD in the real-world setting.
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 | 0,002 | 0,005 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,001 | 0,002 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,000 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
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.
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 ».