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Record W3097357948 · doi:10.1182/blood-2020-140165

RBC-Enhance: A Randomized Pilot Feasibility Trial of Red Cell Transfusion Thresholds in Myelodysplastic Syndromes

2020· article· en· W3097357948 on OpenAlexaffabout
Rena Buckstein, Anca Prica, Brian Leber, Nancy M. Heddle, Karen Yee, Simon Stanworth, David Bowen, Lisa Chodirker, Jennifer Gallagher, Anne Parmentier, Liying Zhang, Alexandre Mamedov, Yulia Lin, Jeannie Callum

Bibliographic record

VenueBlood · 2020
Typearticle
Languageen
FieldMedicine
TopicAcute Myeloid Leukemia Research
Canadian institutionsHealth Sciences CentreUniversity Health NetworkMcMaster UniversityPrincess Margaret Cancer CentreJuravinski Cancer CentreSunnybrook Health Science Centre
Fundersnot available
KeywordsMedicineMyelodysplastic syndromesAnemiaHemoglobinRandomized controlled trialBlood transfusionRandomizationErythropoietinQuality of life (healthcare)Red blood cellLife expectancyInternal medicinePediatricsSurgeryPopulationBone marrow

Abstract

fetched live from OpenAlex

Background Red blood cell (RBC) transfusion dependence (TD) and anemia are associated with inferior quality of life (QOL) and survival in myelodysplastic syndromes (MDS). As part of a research programme to identify the optimal transfusion hemoglobin (Hb) threshold that translates into significantly improved QOL, we conducted a pilot randomized study of two transfusion algorithms (liberal versus restrictive) to determine the feasibility of a larger study. This trial was aligned with the REDDS study (ISRCTN26088319, Stanworth et al., BJH 2019) and followed the same pre-defined statistical analysis plan. Methods The study was undertaken at 3 cancer centers (NCT02099669). We included patients with MDS, CMML, low blast AML (20-30%) or myeloproliferative neoplasms who were TD (> 1 RBC/8 weeks x 16 weeks). Patients on disease modifying therapy for > 6 months were permitted only if they had remained stably RBC-TD with a life expectancy of > 3 months. Central randomization was to one of two RBC transfusion strategies over a 12-week period: Restrictive strategy to maintain Hb between 85 and 105g/L. To achieve this, 2 RBC units were transfused when Hb < 85 g/LLiberal strategy to maintain Hb between 110 and 120 g/L. To achieve this, 2 RBC units were transfused when Hb < 105 g/L and 1 unit for Hb 105-110 g/L. The first 4 weeks were considered a run-in period to achieve the target Hb. The primary outcomes of this feasibility study were The percentage compliance of Hb being within or above the target range of the assigned transfusion threshold (after the 4 week run-in). Feasibility was set at 70%.Achievement of at least a 15 g/L difference between the mean pre-transfusion Hb of the liberal and restrictive strategy groups. Secondary outcomes included changes and differences in QOL scores, rates of transfusion reactions and alloimmunizations, overall blood utilization and visit numbers and impact on serum ferritin. The primary analysis was intention to treat. The study was closed early due to COVID-19, with 28 patients randomized of planned 30. Results 30 patients were enrolled over 5 years and 28 patients randomized (n=15, liberal; n=13 restrictive). Median age was 74 (range 58-84), 26/28 had MDS or CMML and there were no significant imbalances in baseline disease and patient characteristics although patients in the restrictive group tended to have lower risk disease (IPSS-R very low + low 69% versus 53% liberal). Compared with the restrictive arm, liberal arm patients had more complete blood counts, were transfused more RBC units (only during the 4-week run-in) and were transfused at shorter intervals (Table 1). There were no differences in adverse events. Over the 12 weeks, the mean Hb value was 90 ± 4 g/L (restrictive) versus 101 ± 4 g/L (liberal), (p <0.0001, Figure 1). The pretransfusion difference was 11.8 g/L (95% CI 9.4-14.3) with mean pre-transfusion Hb values of 98.6 (± 10.6) g/L and 86.7 (± 8.6) in the liberal and restrictive arms respectively. Percentage compliance of pre-transfusion Hb falling within or above the target Hb range was 48% for restrictive patients but only 14% for liberal patients. Adherence with QOL completion (minimum of 4 serial) was 93%. While sample sizes are small and comparisons exploratory, the area under the curve for several serial quality of life scores was numerically higher and the curve more stable for the liberal arm (EQ5D (figure 2), EORTC cognitive and emotional functioning). Similarly, a higher % of patients in the liberal arm achieved pre-defined clinically meaningful increases in several symptom and function domains (emotional, social, fatigue, dyspnea, financial problems). Discussion Whilst our study results did not meet our feasibility endpoints, this small randomized trial in MDS patients demonstrated clinically important differences in mean Hb achievable with different transfusion thresholds. Poor rates of compliance with Hb targets were clearly identified for patients in the liberal arm, suggesting a need to understand the barriers to protocol adherence in this arm prior to embarking on larger trials. Compared with the REDDS trial, we did not document a significant excess of RBC transfusions needed (post run-in period) to maintain the higher Hb threshold. Similar to REDDS, we did observe some signals of improved QOL with a liberal transfusion strategy. A formal analysis of pooled results with REDDS study patients is planned. (Funding, CCSRI grant QOLL-14 and MOSPI Fund 2014). Disclosures Buckstein: Novartis: Honoraria; Astex: Honoraria; Celgene: Honoraria; Celgene: Research Funding; Takeda: Research Funding. Prica:seattle genetics: Honoraria; Gilead: Honoraria; astra zeneca: Honoraria. Leber:Amgen: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; BMS/Celgene: Honoraria, Membership on an entity's Board of Directors or advisory committees; Abbvie: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Pfizer: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Novartis: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Otsuka Pharmaceutical: Honoraria, Membership on an entity's Board of Directors or advisory committees; Janssen: Honoraria, Membership on an entity's Board of Directors or advisory committees; Lundbeck: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Alexion: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Takeda/Palladin: Honoraria, Membership on an entity's Board of Directors or advisory committees; Treadwell: Honoraria, Membership on an entity's Board of Directors or advisory committees. Chodirker:Hoffman Laroche: Honoraria. Lin:Novartis: Research Funding; Pfizer: Honoraria. Callum:Octapharma: Research Funding; Canadian Blood Services: Research Funding.

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)0.004
metaresearch head score (Gemma)0.004
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 score0.007
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.000
Science and technology studies0.0000.002
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0070.001

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 head0.041
GPT teacher head0.307
Teacher spread0.266 · 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".

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Citations14
Published2020
Admission routes2
Has abstractyes

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