Neuropsychological, Behavioral, and Quality of Life Outcomes in Children and Adolescents with Sickle Cell Disease Treated with Nonmyeloablative Matched Sibling Donor Hematopoietic Cell Transplantation: A case series.
Bibliographic record
Abstract
Background/Objectives. Despite advances in the treatment of sickle cell disease (SCD), cerebrovascular and cognitive consequences can be lifelong. Hematopoietic cell transplantation (HCT) is an established curative therapy and recent studies have demonstrated efficacy with reduced toxicity nonmyeloblative (NMA) regimens, but little is known about neuropsychological outcomes. The objective of this study was to describe neuropsychological, behavioral, and quality of life outcomes with medical correlates in children with SCD who received an NMA matched sibling donor (MSD) HCT. Design/Methods. This retrospective cohort analysis of nine patients with hemoglobin SS SCD underwent MSD HCT using the National Institutes of Health (NIH) NMA protocol. Results. Mean full scale intellectual functioning (FSIQ) was average pre-HCT (FSIQ=92.1, SD 9.0; n=8) and 2 years post-HCT (mean FSIQ=96.6; SD 11.1; N=9). Neuropsychological functioning was largely average across all cognitive domains. Moderate improvements were seen in processing speed and verbal memory (Cohen’s d=0.50-0.57) post-HCT, and declines occurred in measures of attention and fine motor speed and dexterity (Cohen’s d=0.70-0.81). Parents reported improved quality of life (Cohen’s d=0.91), less impact of SCD on their family, and less worry about their child’s future (Cohen’s d=1.44). Exploratory analysis showed relationships between pre-HCT hemoglobin (r=0.74, p<0.05) and creatinine (r=-0.75, p<0.01) with cognitive functioning, and a positive relationship between processing speed and time post-HCT (r=0.73). Conclusion. Neuropsychological functioning in a sample of children and adolescents treated identically with NMA MSD HCT remained stable or improved in most cognitive domains, and improvements in quality of life and family functioning were observed.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".