MétaCan
Menu
Back to cohort
Record W4405043850 · doi:10.1182/blood-2024-211666

Hydroxyurea Decreases Transfusion Utilization in Ugandan Children with Sickle Cell Anemia: Main Results from the Alternative Dosing and Prevention of Transfusions (ADAPT) Trial

2024· article· en· W4405043850 on OpenAlexaff
Alexandra Power‐Hays, Ruth Namazzi, Charles Drago Kato, Andrea L. Conroy, Heather Hume, Chandy C. John, Robert O. Opoka, Susan E. Stuber, Adam Lane, Teresa Latham, Russell E. Ware

Bibliographic record

VenueBlood · 2024
Typearticle
Languageen
FieldMedicine
TopicHemoglobinopathies and Related Disorders
Canadian institutionsCentre Hospitalier Universitaire Sainte-Justine
Fundersnot available
KeywordsDosingMedicineSickle cell anemiaAnemiaBlood transfusionIntensive care medicinePediatricsImmunologyInternal medicineDisease

Abstract

fetched live from OpenAlex

Introduction: Over 75% of people with sickle cell anemia (SCA) live in Africa where limited access to disease-modifying treatment leads to over-reliance on scarce blood transfusions to treat acute SCA complications. Hydroxyurea may be an important individual and public health strategy to decrease transfusion use in Africa. Hydroxyurea provides the most benefits at maximum tolerated dose (MTD), which varies due to individual pharmacokinetic (PK) differences. Methods: Alternative Dosing And Prevention of Transfusions (ADAPT, NCT05662098) is a prospective, open-label trial to evaluate the impact of hydroxyurea on transfusion rates and clinical indications for children with SCA in Jinja, Uganda. A key secondary aim is to evaluate the feasibility of PK-guided hydroxyurea dosing in this setting. Children 1-10 years old with HbSS were included; those receiving hydroxyurea or monthly blood transfusions were excluded. The primary study endpoint was the transfusion incidence rate ratio (IRR) between the 3-month screening period and the 12-month treatment period. The decision to transfuse was made by local clinicians based on national guidelines. Transfusion indications, volumes, adverse reactions, and peri-transfusion vital signs, physical exam, and lab parameters were recorded. All participants underwent first-dose PK testing with sparse sample collection, local portable high performance liquid chromatography (SmartLife, HPLC), and PK-dose generation with web-based software (HdxSim). Participants for whom a PK dose was generated within 15-35 mg/kg/day started on their individualized dose; those for whom a dose was not generated or if the dose was outside of the predefined range started at a default dose (20 mg/kg/day) per national guidelines. All children had equivalent laboratory monitoring and dose adjustment criteria to reach MTD. Results: ADAPT enrolled 106 children (50% female, mean ± standard deviation (SD) age 4.3 ± 2.3 years). Most (83, 78%) had ≥1 transfusion prior to enrollment, and 37 (35%) reported ≥3 lifetime transfusions. At baseline, the average hemoglobin (Hb) =7.7 ± 1.3 g/dL and fetal Hb (HbF) = 10.3 ± 7.3%. The transfusion rate during screening was 2.40 per person-year and decreased to 1.36 on hydroxyurea (IRR 0.57, 95% CI 0.37-0.88, p=0.011). During both screening and treatment, anemia was the primary transfusion indication followed by malaria. A total of 29 (28.2%) participants started on an individualized, PK-guided dose (28.3 ± 5.3 mg/kg/day) and after 12 months of treatment were receiving 29.5 ± 2.9 mg/kg/day. Children started on the default dose (20 mg/kg/day) escalated to 26.5 ± 5.3 mg/kg/day, p=0.005 comparing PK-guided to standard dosing. After 12 months of treatment, children started on the PK dose had higher HbF responses than those started on the default dose (34.2 ± 14.7% vs 27.6 ± 11.4%, p=0.018). The rate of dose-limiting toxicities between children started on PK-guided vs default dosing was equivalent (0.2 vs 0.3 per patient year, p=0.16). The transfusion rates for those started on the default vs PK-guided dose were also similar (1.36 vs 1.39 per person-year, p=0.9). Conclusion: In ADAPT, a significant 43% reduction in transfusion use was observed in children with SCA during 12 months of hydroxyurea treatment. Prior studies have demonstrated that hydroxyurea reduces transfusion needs in children with SCA, but ADAPT is the first prospective trial to evaluate this individual and public health benefit as a primary study endpoint. ADAPT has also evaluated the feasibility and benefits of prospective PK-guided medication dosing in Africa. Although the PK process needs improvement, the PK-guided starting doses were remarkably close to MTD, achieving HbF>30% safely without stepwise escalation or increased toxicity.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.014
GPT teacher head0.246
Teacher spread0.232 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designRandomized trial
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueBloodSame topicHemoglobinopathies and Related DisordersFrench-language works237,207