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Enregistrement W4405045387 · doi:10.1182/blood-2024-194258

Opportunities for Standardizing Conversations about Curative Therapy for Sickle Cell Disease

2024· article· en· W4405045387 sur OpenAlexaboutno aff
Jeffrey G. Edwards, Atinuke Dosunmu-Ogunbi, Morohuntodun O. Oni, Monica L. Hulbert, Natasha M. Archer

Notice bibliographique

RevueBlood · 2024
Typearticle
Langueen
DomaineMedicine
ThématiquePalliative Care and End-of-Life Issues
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésMedicineDiseaseIntensive care medicineSickle cell anemiaInternal medicine

Résumé

récupéré en direct d'OpenAlex

Background: Sickle cell disease (SCD) causes significant co-morbidities and early mortality secondary to vaso-occlusion and hemolysis. Despite medical advances, such as newborn screening and hydroxyurea, those with the disease continue to have a reduced life expectancy. The only available curative therapy for SCD has been stem cell transplant, which requires a human leukocyte antigen (HLA) matched donor, ideally a sibling. Gene therapy techniques have recently been approved, providing additional methods of curative and transformative therapy (CTT) without requiring an HLA matched donor, though equity in access to CTT for SCD remains an ongoing concern. Developing systematic approaches to the offering of and counseling regarding CTT options can reduce the risk of bias, promote uptake of CTT, and improve health literacy. This study's aim was to understand the varied programmatic components of institutions referring patients with SCD to CTT and to offer recommendations for standardizing the process to promote equitable access to CTT. Methods: We distributed an 18-question survey outlining current practices related to SCD and CTT discussions in pediatric hematology practices. The survey population included the Sickle Cell Transplant Advocacy and Research (STAR) Alliance, a consortium of 40 hematology and transplant programs in North America dedicated to improving access and outcomes of transplant for SCD. We received IRB-exemption determination from the Boston Children's Hospital IRB. REDCap was utilized as the survey tool, while Microsoft Excel and Microsoft Word were used for data analysis. For the open-ended survey questions, we utilized the Braun and Clarke reflexive thematic analysis framework. Results: Respondents from 32 institutions (80% completion rate) across the United States and Canada participating in the survey, with 59% of survey respondents being stem cell transplant physicians, 19% hematologists and 22% joint respondents. The median SCD patient census was between 200 - 500 individuals and median number of hematopoietic cell transplant (HCT) recipients with SCD in the past five years was 6 - 10. Regarding institutional practices, 91% of respondents reported that within the provider team, hematologists (as compared to stem cell transplant physicians) initiated the conversation surrounding HCT. Within the patient-provider relationship, 53% of institutions noted that patients typically initiated the HCT referral process. 69% of institutions had SCD-specific educational materials surrounding HCT available, while 19% of institutions had combined SCD/HCT clinics at the time of survey completion. When asked to report the primary barriers to performing HCT in patients with SCD, the most common responses were “patient concerns about risks” at 69%, “risks related to non-matched sibling donor” at 50%, and “patient/family resources” at 44%. Additional barriers included “transplant adherence feasibility” at 38%, “lack of open clinical trials” at 34%, “SCD team concern about risks” at 28%, and “transplant team capacity” at 25%. Common themes identified as areas for improving access to CTT fell into three domains: education, evaluation, and support. For education, many respondents advocated for more time during routine visits to better educate patients about curative therapies, having combined SCD/HCT clinics so that CTT can be discussed by the HCT team alongside a routine visit, and improved education materials for patients and families discussing CTT options. For evaluation, many respondents recommended evaluating all patients early in the patient-provider relationship, including the HCT team in evaluations, and to consider all CTT options formally.From a support standpoint, many institutions would benefit from increased financial and/or logistic support in the post-transplant period, establishing routine “survivorship” visits to surveil for late effects, and increased interdisciplinary emotional support in the post-transplant period. Discussion: This study provides insight on common practices surrounding CTT counseling in pediatric SCD clinics across the United States and Canada. Potential domains to target for improvement are: patient education materials, the HCT evaluation process, material resources, and psychosocial family support. Standardized HCT education and referral practices for patients with SCD can promote equitable access to CTT.

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)0,032
score de la tête « metaresearch » (Gemma)0,060
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 enseignants0,032
Score d'incertitude au seuil0,167

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0320,060
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,001
Bibliométrie0,0010,001
Études des sciences et des technologies0,0040,003
Communication savante0,0040,006
Science ouverte0,0010,006
Intégrité de la recherche0,0020,003
Charge utile insuffisante (le modèle a refusé de juger)0,0060,001

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 Opus0,224
Tête enseignante GPT0,423
Écart entre enseignants0,199 · 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

Citations2
Publié2024
Routes d'admission1
Résumé présentoui

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