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Enregistrement W4389243318 · doi:10.1182/blood-2023-189707

Positive Impacts of the Universal Newborn Screening Program on the Outcome of Children with Sickle Cell Disease in the Province of Quebec: A Retrospective Cohort Study

2023· article· en· W4389243318 sur OpenAlexaffabout
Costa Kazadi, Nancy Robitaille, Stéphanie Forté, Thiérry Ducruet, Yves Pastore

Notice bibliographique

RevueBlood · 2023
Typearticle
Langueen
DomaineMedicine
ThématiqueHemoglobinopathies and Related Disorders
Établissements canadiensCentre Hospitalier Universitaire Sainte-JustineUniversité de Montréal
Organismes subventionnairesnon disponible
Mots-clésMedicinePediatricsRetrospective cohort studyCohortReferralNewborn screeningDiseaseAcute chest syndromeInternal medicineSickle cell anemiaFamily medicine

Résumé

récupéré en direct d'OpenAlex

Background Sickle cell disease (SCD) is the most common monogenic disease worldwide. Benefits of preventive measures such as early penicillin prophylaxis and ease of neonatal diagnosis led to the inclusion of SCD in newborn screening programs (NSP) in the US and later in several Canadian provinces. Universal NSP was implemented in the province of Québec (QcNSP) in November 2013, close in time to the recommendation of early hydroxyurea (HU) therapy. Our study objective was to evaluate how the QcNSP impacted the clinical outcomes of SCD infants and children followed at CHU Ste-Justine between the age of 0-5 years of age. We hypothesized that the introduction of QcNSP has shortened the time to referral to SCD comprehensive centres and the time to HU initiation, while also reducing the number of acute SCD complications. Methodology This is a retrospective cohort study of patients referred to the pediatric comprehensive SCD centre at CHU Sainte-Justine (Montreal), a leading tertiary pediatric center in Canada from Jan 1-2000, to Dec 31-2019. To be included, patients had to be followed for at least two years. Two cohorts were defined: Cohort Pre-QcNSP included patients who had their first visit between January 1 st 2000 and October 31 st2013, whereas cohort post-QcNSP included patients who had their first visit between November 1st 2013 and December 31 st 2019. SCD genotypes were stratified into two groups: HbSS/Sß 0 and SC/Sß +. Reasons for referral were extracted. A Kaplan-Meier curve for hospitalization-free survival (HFS), a poisson regression for the number of VOC emergency (ED) visits and a logistic regression for clinical outcomes, adjusting for age at first visit, gender, place of birth, follow-up period and QcNSP were computed. The software R version 4.2.1 was used for all statistical analyses. The study was approved by the local IRB. Results Of 600 files examined, 410 met the inclusion criteria. 253 were referred pre-QcNSP, 157 post-QcNSP. There were equal gender representations in both groups, and no statistical differences between genotype representation between cohorts. Median age at 1st visit decreased from 1.2 [IQR: 0.2-6.0] pre-QcNSP to 0.2 years [IQR:0.1-4.8] post-QcNSP (p<0.001). The percentage of children born in the province of Qc diagnosed through NS increased from 48.1% (79) pre-QcNSP to 100% (102) post-QcNSP (p<0.004). The percentage of undiagnosed children born in Qc and referred after a first SCD-related complication (DRC) dropped from 42% to 0% (p<0.0001). The median age of HU-introduction for SS patients decreased from 4.5 [IQR:2.6-5.5] pre-QcNSP to 0.75 years [IQR:0.8-1.08] post-QcNSP (p<0.001). Similarly, the percentage of SS patients receiving HU by the age of 2 years old significantly increased from 28.6% preQcNSP to 59.3% post-DN patients (p=0.003). The overall percentage of SS patients eventually receiving HU was nevertheless statistically not different between cohorts (89.7% (61/68) post-QcNSP vs 82.5% (80/97) pre-QcNSP). The number of hospitalizations in HbSS/Sß 0 decreased from 2 hospitalizations/pt-year pre-QcNSP [IQR 1.0-3.0] to 1.0 [IQR: 0.6-1.4] (p<0.001). Hospitalization-free survival (HFS) also improved (257 days post-QcNSP vs. 140 days pre-QcNSP, p<0.001) for HbSS/Sß 0 patients. Similarly, HFS for VOC was significantly longer post-QcNSP (1320 days vs. 573 days, p<0.002). Evaluating ED visits for VOC, HbSS/Sß 0 children referred pre-QcNSP had much greater risk of ED-VOC visits than post-QcNSP (1.44, CI 1.22-1.67); similarly, SS/Sb 0 children referred for DRC vs NS had a higher risk of ED-visit for VOC (0.25, CI 0.02-0.48). There was however no statistical difference in SC/Sß + patients. Conclusion. In Quebec, the universalization of the NSP has enabled early detection and referral of children with SCD to comprehensive care centre. Earlier access to this expertise ensures that children benefit from the essential preventive interventions that are vaccination, prophylactic penicillin, early HU-use as well as caregiver education. These combined interventions may explain in part the improvement in acute events. This cohort study highlights that universal NSP of SCD is an essential public health measure.

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)0,001
score de la tête « metaresearch » (Gemma)0,003
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: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,071
Score d'incertitude au seuil0,142

Scores du classifieur distillé par catégorie (deux têtes)

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

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 Opus0,006
Tête enseignante GPT0,233
Écart entre enseignants0,228 · 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

Citations1
Publié2023
Routes d'admission2
Résumé présentoui

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