MétaCan
Menu
Retour à la cohorte
Enregistrement W2510323411 · doi:10.1182/blood.v114.22.1513.1513

Definition of the Responder to Hydroxyurea Therapy: Revisited.

2009· article· en· W2510323411 sur OpenAlexaboutno aff
Samir K. Ballas, William F. McCarthy, Robert Bauserman, Faramarz Valafar, Myron A. Waclawiw, Bruce Barton, Abdullah Kutlar

Notice bibliographique

RevueBlood · 2009
Typearticle
Langueen
DomaineMedicine
ThématiqueHemoglobinopathies and Related Disorders
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésMedicineFetal hemoglobinAcute chest syndromePlaceboClinical endpointRandomizationSickle cell anemiaInternal medicineAnemiaHydroxycarbamideClinical trialQuartileRandomized controlled trialPediatricsPregnancyChemotherapyDiseaseFetusConfidence intervalPathology

Résumé

récupéré en direct d'OpenAlex

Abstract Abstract 1513 Poster Board I-536 Introduction Treatment of sickle cell anemia with hydroxyurea (HU) is associated with significant decreases in the frequency of painful crises, acute chest syndrome, morbidity, and mortality. Some patients, however, show no improvement even with prolonged HU therapy. Identifying treatment responders is important for predicting clinical improvements and for assessing the risk/benefit ratio of HU treatment for individual patients. The salutary effects of HU are thought to be the result of increasing the fetal hemoglobin (Hb F) level. NHLBI guidelines for sickle cell treatment define levels of 15%-20% Hb F as therapeutic endpoints. Research and reviews based on pediatric and adult patients have variously argued that levels from about 10% to 20% are beneficial. Patients and Methods Patients in this study were from the Multicenter Study of Hydroxyurea (MSH) in Sickle Cell Anemia, a randomized double-blind placebo controlled trial of HU. The N=299 adult patients were recruited from 21 sites across the U.S. and Canada, and were evenly distributed between males and females. Following randomization to placebo or HU, patients had biweekly follow-up visits until the trial was terminated early due to a significant reduction in painful crises (the primary study endpoint) in the HU arm. Levels of Hb F in MSH patients were assessed at baseline and again approximately 18-21 months after treatment began, with the level at each time being the average of two measurements. In the previously reported MSH study, patients were divided into quartiles of Hb F change as a measure of response to HU treatment. In this approach the bottom two quartiles showed either no or minimal positive change in Hb F levels, and fully overlapped with placebo group in the extent of change. We redefined HU patients as ‘responders’ or ‘nonresponders’ based on a 15% Hb F threshold; those with baseline HbF below 15% and follow-up above 15% were labeled ‘responders,’ while all others were labeled ‘nonresponders.’ The 15% level was chosen due to its frequent identification in previous publications as a level at which meaningful benefits could be expected. For both coding schemes, we compared the following outcomes between subgroups: rate of painful crises, proportion of days at home with pain and with opioid use, and average daily pain. Results Using the 15% rule, responders had significantly better outcomes than nonresponders on all outcome measures: rate of painful crises (p=.011), proportion of at-home days with pain (p=.025), proportion of days with analgesic use (p=.002), and average daily pain (p<.0001). Nonresponders, in turn, did not differ from the placebo group on any of these outcomes. Using the quartiles approach, the highest quartile had significantly fewer painful crises (p<.05) than the bottom two and placebo, but did not differ from the second highest; for the proportion of days with pain, the highest group did not differ from 2 of the other 3 quartiles or from the placebo group. Only for proportion of days with analgesic use and average daily pain did the highest quartile significantly differ from all other quartiles and from placebo patients. Finally, applying the 15% rule to the pl‘cebo group resulted in no placebo patients being mislabeled as treatment responders, suggesting that increases above the 15% cutoff for post-treatment Hb F levels is outside normal variability in sickle cell patients not in HU treatment. Conclusions The 15% Hb F rule successfully identified a ‘responder’ group that significantly differed from other HU patients and from placebo patients on all outcomes, including painful crises. Despite overlap with responders under the 15% rule, patients in the highest quartile for Hb F change did not consistently differ from all other quartiles or placebo on the primary outcome (painful crises) and on proportion of days with pain. Our data suggest that using the 15% Hb F threshold identifies a subset of patients with the best clinical outcomes. Disclosures No relevant conflicts of interest 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)0,047
score de la tête « metaresearch » (Gemma)0,048
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: aucune
GenreSignal candidat: Commentaire · Signal consensuel: aucune
Score de désaccord entre enseignants0,047
Score d'incertitude au seuil0,248

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0470,048
Méta-épidémiologie (sens strict)0,0020,001
Méta-épidémiologie (sens large)0,0050,002
Bibliométrie0,0060,004
Études des sciences et des technologies0,0020,009
Communication savante0,0050,006
Science ouverte0,0040,003
Intégrité de la recherche0,0040,008
Charge utile insuffisante (le modèle a refusé de juger)0,0030,001

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 Opus0,015
Tête enseignante GPT0,245
Écart entre enseignants0,231 · 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

Citations3
Publié2009
Routes d'admission1
Résumé présentoui

Explorer davantage

Même revueBloodMême sujetHemoglobinopathies and Related DisordersTravaux en français237 207