Pediatric Hematologist/Oncologists' Beliefs about Hematopoietic Stem Cell Transplant for Children with Sickle Cell Disease: A Sickle Cell Transplant Advocacy and Research Alliance (STAR) Study
Bibliographic record
Abstract
Background Hematopoietic stem cell transplantation (HSCT) provides a curative therapy for children severely affected by sickle cell disease (SCD). Rejection-free survival following a matched sibling donor (MSD) HSCT for these children is very high. As safer approaches are developed, using reduced intensity conditioning and improved graft versus host disease prophylaxis, there is rationale for extending MSD HSCT to less severely affected children to spare them increasing morbidity and early mortality in adulthood. Providers' perceptions may contribute to the slow adoption of MSD HSCT for less severe SCD. In this study we assess providers' perceptions about MSD HSCT for children with variable SCD severity and determine the influence of provider characteristics on HSCT attitudes. Methods Pediatric Hematologists/Oncologists (PHO) were eligible to participate in this IRB exempt study. An e-survey was distributed to all STAR members and ASH members who self-identified as PHO and posted on the American Society of Pediatric Hematology/Oncology Clinical Forum listserv. Analysis was performed to describe participant demographics and the proportion of participants who practice exclusively Pediatric Hematology with a focus on SCD (PSCD) vs. general PHO; we evaluated correlations between these characteristics and likelihood of HSCT referral for each scenario. Results Of the 203 respondents, 59% were female, and 69% were between the ages of 30 and 49 years. Spearman's rank correlation analysis did not reveal any significant relationship between respondent age and likelihood to refer to HSCT for any of the survey scenarios. Two-thirds self-identified as Caucasian, 19% Asian, 7% African American and 3% Hispanic. 35% of respondents practiced general PHO, 20% PSCD, 20% Pediatric Hematology, 15% Pediatric HSCT, and 4% Hemostasis. The majority (75%) of respondents were very or somewhat likely to order HLA typing for a child with HbSS/HbSβ⁰thalassemia who had full siblings, regardless of disease severity. Only 48% would refer a child with HbSS/HbSβ⁰thalassemia who had an HLA-MSD but never admitted to the hospital; referral likelihood differed significantly by practice focus [PHO: 23% very or somewhat likely vs. 54% of PSCD (p=0.002)]. Conversely, 99% of respondents were very or somewhat likely to refer a child who suffered an overt stroke, while 85% and 84% were very or somewhat likely to refer a child who had an abnormal TCD or silent infarct, respectively. 49% of respondents were very or somewhat likely to refer a child with HbSS/HbSβ⁰thalassemia if they had a history of suboptimal adherence to hydroxyurea; referral likelihood again differed by practice focus [PHO: 35% very or somewhat likely vs. 64% PSCD (p=0.021)]. Concern about transplant related mortality (TRM) was the predominant reason for not referring. For children with severe clinical phenotypes of HbSC and HbSβ+thalassemia, 78% of respondents were very or somewhat likely to refer, compared to only 23% who would refer asymptomatic children with SCD variants. PHO and PSCD did not differ in the likelihood to refer either group. 87% of respondents were very or somewhat likely to refer a child with β-thalassemia major for MSD HSCT, regardless of disease severity; no statistically significant difference was found between PHO and PSCD in referral likelihood. A significantly higher proportion of respondents would refer an asymptomatic child with β-thalassemia major (87%) than those who were very or somewhat likely to refer an asymptomatic child with HbSS/HbSβ⁰thalassemia (47%, p<0.00001) or other SCD variants (23%, p= 0.0005). Discussion HSCT is a curative therapy for people with SCD. There was almost complete agreement that a HSCT referral should be made for children with HbSS/HbSβ⁰thalassemia and cerebral vasculopathies who have an MSD, but attitudes varied for almost every other clinical scenario posed. PSCD providers were more likely to refer asymptomatic patients and those with questionable adherence to hydroxyurea compared to general PHOs. TRM was the most common reason for not referring an asymptomatic child for MSD HSCT. Yet, TRM is low in the setting of pediatric MSD HSCT for SCD. Additional education about the decreased quality of life in aging people with SCD and their lack of improvement in life expectancy is needed so that physician perception of HSCT changes and the number of young asymptomatic children with SCD referred for MSD HSCT increases. Disclosures Meier: CVS Caremark: Consultancy. Guilcher:Jazz Pharmaceuticals: Other: ASH 2017 meeting attendance.
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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 | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".