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1.
A data-informed system to manage scarce blood product allocation in a randomized controlled trial of convalescent plasma
Li N, Zeller MP, Shih AW, Heddle NM, St John M, Bégin P, Callum J, Arnold DM, Akbari-Moghaddam M, Down DG, et al
Transfusion. 2022
Abstract
BACKGROUND Equitable allocation of scarce blood products needed for a randomized controlled trial (RCT) is a complex decision-making process within the blood supply chain. Strategies to improve resource allocation in this setting are lacking. METHODS We designed a custom-made, computerized system to manage the inventory and allocation of COVID-19 convalescent plasma (CCP) in a multi-site RCT, CONCOR-1. A hub-and-spoke distribution model enabled real-time inventory monitoring and assignment for randomization. A live CCP inventory system using REDCap was programmed for spoke sites to reserve, assign, and order CCP from hospital hubs. A data-driven mixed-integer programming model with supply and demand forecasting was developed to guide the equitable allocation of CCP at hubs across Canada (excluding Québec). RESULTS 18/38 hospital study sites were hubs with a median of 2 spoke sites per hub. A total of 394.5 500-ml doses of CCP were distributed; 349.5 (88.6%) doses were transfused; 9.5 (2.4%) were wasted due to mechanical damage sustained to the blood bags; 35.5 (9.0%) were unused at the end of the trial. Due to supply shortages, 53/394.5 (13.4%) doses were imported from Héma-Québec to Canadian Blood Services (CBS), and 125 (31.7%) were transferred between CBS regional distribution centers to meet demand. 137/349.5 (39.2%) and 212.5 (60.8%) doses were transfused at hubs and spoke sites, respectively. The mean percentages of total unmet demand were similar across the hubs, indicating equitable allocation, using our model. CONCLUSION Computerized tools can provide efficient and immediate solutions for equitable allocation decisions of scarce blood products in RCTs.
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2.
Convalescent plasma for hospitalized patients with COVID-19: an open-label, randomized controlled trial
Bégin P, Callum J, Jamula E, Cook R, Heddle NM, Tinmouth A, Zeller MP, Beaudoin-Bussières G, Amorim L, Bazin R, et al
Nature Medicine. 2021
Abstract
The efficacy of convalescent plasma for coronavirus disease 2019 (COVID-19) is unclear. Although most randomized controlled trials have shown negative results, uncontrolled studies have suggested that the antibody content could influence patient outcomes. We conducted an open-label, randomized controlled trial of convalescent plasma for adults with COVID-19 receiving oxygen within 12 d of respiratory symptom onset ( NCT04348656 ). Patients were allocated 2:1 to 500 ml of convalescent plasma or standard of care. The composite primary outcome was intubation or death by 30 d. Exploratory analyses of the effect of convalescent plasma antibodies on the primary outcome was assessed by logistic regression. The trial was terminated at 78% of planned enrollment after meeting stopping criteria for futility. In total, 940 patients were randomized, and 921 patients were included in the intention-to-treat analysis. Intubation or death occurred in 199/614 (32.4%) patients in the convalescent plasma arm and 86/307 (28.0%) patients in the standard of care arm-relative risk (RR) = 1.16 (95% confidence interval (CI) 0.94-1.43, P = 0.18). Patients in the convalescent plasma arm had more serious adverse events (33.4% versus 26.4%; RR = 1.27, 95% CI 1.02-1.57, P = 0.034). The antibody content significantly modulated the therapeutic effect of convalescent plasma. In multivariate analysis, each standardized log increase in neutralization or antibody-dependent cellular cytotoxicity independently reduced the potential harmful effect of plasma (odds ratio (OR) = 0.74, 95% CI 0.57-0.95 and OR = 0.66, 95% CI 0.50-0.87, respectively), whereas IgG against the full transmembrane spike protein increased it (OR = 1.53, 95% CI 1.14-2.05). Convalescent plasma did not reduce the risk of intubation or death at 30 d in hospitalized patients with COVID-19. Transfusion of convalescent plasma with unfavorable antibody profiles could be associated with worse clinical outcomes compared to standard care.
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3.
Prolonged Blood Storage and Risk of Posttransfusion Acute Kidney Injury
Adegboye J, Sapatnekar S, Mascha EJ, Shah K, Lioudis M, Essber H, Cohen B, Rivas E, Heddle NM, Eikelboom JW, et al
Anesthesiology. 2021
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Editor's Choice
Abstract
BACKGROUND Erythrocyte transfusions are independently associated with acute kidney injury. Kidney injury may be consequent to the progressive hematologic changes that develop during storage. This study therefore tested the hypothesis that prolonged erythrocyte storage increases posttransfusion acute kidney injury. METHODS The Informing Fresh versus Old Red Cell Management (INFORM) trial randomized 31,497 patients to receive either the freshest or oldest available matching erythrocyte units and showed comparable mortality with both. This a priori substudy compared the incidence of posttransfusion acute kidney injury in the randomized groups. Acute kidney injury was defined by the creatinine component of the Kidney Disease: Improving Global Outcomes criteria. RESULTS The 14,461 patients included in this substudy received 40,077 erythrocyte units. For patients who received more than one unit, the mean age of the blood units was used as the exposure. The median of the mean age of blood units transfused per patient was 11 days [interquartile range, 8, 15] in the freshest available blood group and 23 days [interquartile range, 17, 30] in the oldest available blood group. In the primary analysis, posttransfusion acute kidney injury was observed in 688 of 4,777 (14.4%) patients given the freshest available blood and 1,487 of 9,684 (15.4%) patients given the oldest available blood, with an estimated relative risk (95% CI) of 0.94 (0.86 to 1.02; P = 0.132). The secondary analysis treated blood age as a continuous variable (defined as duration of storage in days), with an estimated relative risk (95% CI) of 1.00 (0.96 to 1.04; P = 0.978) for a 10-day increase in the mean age of erythrocyte units. CONCLUSIONS In a population of patients without severely impaired baseline renal function receiving fewer than 10 erythrocyte units, duration of blood storage had no effect on the incidence of posttransfusion acute kidney injury.
PICO Summary
Population
Hospitalized patients enrolled across four countries in the Informing Fresh versus Old Red Cell Management (INFORM) trial (n= 14,461).
Intervention
Transfusion with freshest available erythrocyte units (n= 4,777).
Comparison
Transfusion with oldest available erythrocyte units (n= 9,684).
Outcome
The median of the mean age of blood units transfused per patient was 11 days in the freshest available blood group and 23 days in the oldest available blood group. In the primary analysis, post-transfusion acute kidney injury was observed in 688 of 4,777 (14.4%) patients given the freshest available blood and 1,487 of 9,684 (15.4%) patients given the oldest available blood, with an estimated relative risk of 0.94.
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Sex-mismatched red blood cell transfusions and mortality: A systematic review and meta-analysis
Zeller MP, Rochwerg B, Jamula E, Li N, Hillis C, Acker JP, Runciman RJR, Lane SJ, Ahmed N, Arnold DM, et al
Vox sanguinis. 2019
Abstract
BACKGROUND AND OBJECTIVES Selection of a compatible red blood cell (RBC) unit does not include matching for donor sex. This systematic review and meta-analysis aims to summarize the evidence examining the impact of sex-mismatched RBC transfusion on recipient mortality. MATERIALS AND METHODS Ovid MEDLINE, Ovid EMBASE, CINAHL, PubMed, Web of Science and the Cochrane Database of Systematic Reviews were searched from inception up to 23 November 2018. Randomized controlled trials and observational studies were included in the search. Eligible studies reported on the impact of sex-matched compared to sex-mismatched RBC transfusion on recipient mortality. Two investigators independently extracted data and assessed study quality. A three-level meta-analytic model was applied to emphasize the unknown dependence among the effect sizes. RESULTS Five retrospective observational studies (n = 86 737) were included; no RCTs were found. Sex-mismatched RBC transfusions were associated with a higher risk of death compared with sex-matched transfusions (pooled hazard ratio [HR]: 1.13; 95% confidence interval [CI]: 1.02-1.24). In the subgroup of cardiovascular surgery (n = 57 712), there was no significant increase in mortality with sex-mismatched transfusions (pooled HR: 1.08; 95% CI: 0.95-1.22). The data were prone to confounding, selection bias and reporting bias. Certainty of the evidence was very low. CONCLUSION Sex-mismatched RBC transfusions were associated with an increased risk of death in this pooled analysis. However, the certainty of the evidence was very low from observational studies. The need to match donor and recipient sex for transfusions requires further investigation because of the potential widespread impact.
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Systematic reviews of guidelines and studies for single versus multiple unit transfusion strategies
Shih AW, Liu A, Elsharawi R, Crowther MA, Cook RJ, Heddle NM
Transfusion. 2018;58((12):):2841-2860.
Abstract
BACKGROUND Recent recommendations indicate that one red blood cell (RBC) unit should be transfused at a time, with reassessment after each transfusion, which may be extrapolated from literature supporting restrictive transfusion triggers rather than specific evidence. Therefore, two systematic reviews were performed to identify the following: 1) RBC transfusion guidelines and review articles to determine if single- or multiple-unit transfusion strategies are recommended and 2) studies comparing strategies for evidence of benefit. STUDY DESIGN AND METHODS MEDLINE, EMBASE, CINAHL, Web of Science, National Guideline Clearinghouse, and Trip Database were searched (inception to June 2017). For the first review, the proportion of articles with single/multiple-unit recommendations was assessed and stratified by article type. For the second review, the primary outcome was RBC use. Secondary outcomes included proportion of transfusion episodes using a single-unit strategy, length of stay, and mortality. RESULTS The first review identified 145 articles for analysis, with 51 transfusion guidelines. Only 14 guidelines (27%) made a recommendation, with most (93%) recommending single-unit transfusions. The second review identified seven cohort studies comparing preimplementation and postimplementation of a policy encouraging single-unit transfusion strategies. Meta-analysis could not be performed for outcomes given inconsistencies in reporting. RBC use decreased by approximately 10 to 41% across studies. CONCLUSION Transfusion guidelines lack recommendations to transfuse to a single-unit strategy. Mostly retrospective cohort studies (six of seven) are inconsistent in outcome reporting but suggest improved RBC use. Further high-quality studies could identify the benefits of a single-unit transfusion strategy, determine the applicability to different clinical settings, and inform future practice guidelines.
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Red blood cell storage and in-hospital mortality: a secondary analysis of the INFORM randomised controlled trial
Cook RJ, Heddle NM, Lee KA, Arnold DM, Crowther MA, Devereaux PJ, Ellis M, Figueroa P, Kurz A, Roxby D, et al
The Lancet. Haematology. 2017;4((11):):e544-e552. e544
Abstract
BACKGROUND No randomised trials have addressed whether exposure to red blood cells (RBCs) stored longer than 35 days is associated with harm in patients. We aimed to assess the risk of in-hospital mortality associated with transfusing blood stored longer than 35 days. METHODS We did a secondary analysis of the INforming Fresh versus Old Red cell Management (INFORM) trial, a pragmatic, multicentre, randomised controlled trial of patients (≥18 years) admitted to one of six hospitals in Australia, Canada, Israel, and the USA and expected to need RBC transfusions. Patients were randomly assigned (2:1) to receive blood in inventory stored for the longest time (standard care) or the shortest time, using a random allocation schedule and stratified by centre and patient ABO blood group. The primary objective of the INFORM trial was to assess all-cause in-hospital mortality in patients with blood group A and O who were transfused. For our exploratory secondary analysis, we classified individuals into one of three mutually exclusive exposure categories on the basis of the maximum storage duration of any blood unit patients had received on each day in hospital: exclusively exposed to RBCs stored no longer than 7 days, exposed to at least one unit of RBCs stored 8-35 days, and exposed to least one unit of RBCs stored longer than 35 days. Our primary objective was to determine the effect on risk of in-hospital death of time-dependent exposure to RBCs stored longer than 35 days compared with exclusive exposure to RBCs stored no longer than 7 days, both in patients of blood groups A and O and all patients. The INFORM trial is registered as an International Standard Randomised Controlled Trial, number ISRCTN08118744. FINDINGS Between April 2, 2012, and Oct 21, 2015, 31 497 patients were recruited, and 24 736 patients were eligible for inclusion in this analysis. We excluded nine patients for whom information about the storage duration of transfused blood was missing and one patient whose sex was unknown. 4480 (18%) patients were exposed to RBCs with longest storage, 1392 (6%) patients were exposed exclusively to RBCs with shortest storage, and 18 854 (76%) patients were exposed to RBCs stored 8-35 days. Median follow-up was 11 days (IQR 6-20). Exposure to RBCs stored longer than 35 days was not associated with increased risk of in-hospital death compared with exclusive exposure to the freshest RBC units after adjusting for demographic variables, diagnosis category, and blood product use history (in patients with blood group A or O: hazard ratio 0.94, 95% CI 0.73-1.20, p=0.60; in all patients: 0.91, 0.72-1.14, p=0.40). The risk of in-hospital death also did not differ between patients exposed to blood stored 8-35 days and patients exposed to blood stored 7 days or less (in patients with blood group A or O: 0.92, 0.74-1.15, p=0.48; in all patients: 0.90, 0.73-1.10, p=0.29). INTERPRETATION These data provide evidence that transfusion of blood stored for longer than 35 days has no effect on in-hospital mortality, which suggests that current approaches to blood storage and inventory management are reasonable. FUNDING Canadian Institutes for Health Research, Canadian Blood Services, and Health Canada.
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Systematic Reviews of Guidelines and Studies for Single Versus Multiple Unit Transfusion Strategies
Shih AW-Y, Liu A, Elsharawi R, Cole TM, Crowther M, Heddle NM
Transfusion. 2017;57((53)):183A.. cp308.
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Mortality outcomes in patients transfused with fresher versus older red blood cells: a meta-analysis
Chai-Adisaksopha C, Alexander PE, Guyatt G, Crowther MA, Heddle NM, Devereaux PJ, Ellis M, Roxby D, Sessler DI, Eikelboom JW
Vox Sanguinis. 2017;112((3):):268-278
Abstract
BACKGROUND Among transfused patients, the effect of the duration of red blood cell storage on mortality remains unclear. This study aims to compare the mortality of patients who were transfused with fresher versus older red blood cells. METHODS We performed an updated systematic search in the CENTRAL, MEDLINE, EMBASE and CINAHL databases, from January 2015 to October 2016. RCTs of hospitalized patients of any age comparing transfusion of fresher versus older red blood cells were eligible. We used a random-effects model to calculate pooled risk ratios (RRs) with corresponding 95% confidence interval (CI). RESULTS We identified 14 randomized trials that enrolled 26 374 participants. All-cause mortality occurred in 1219 of 9531 (12.8%) patients who received a transfusion of fresher red blood cells and 1810 of 16 843 (10.7%) in those who received older red blood cells (RR: 1.04, 95% CI: 0.98-1.12, P = 0.90, I2 = 0%, high certainty for ruling out benefit of fresh blood, moderate certainty for ruling out harm of fresh blood). In six studies, in-hospital death occurred in 691 of 7479 (9.2%) patients receiving fresher red cells and 1291 of 14 757 (8.8%) receiving older red cells (RR: 1.06, 95% CI: 0.97-1.15, P = 0.81, I2 = 0%, high certainty for ruling out benefit of fresh blood, moderate certainty for ruling out harm of fresh blood). CONCLUSION Transfusion of fresher red blood cells does not reduce overall or in-hospital mortality when compared with older red blood cells. Our results support the practice of transfusing patients with the oldest red blood cells available in the blood bank.
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Analysis of Red Blood Cell Storage Duration and in-Hospital Mortality Using Time Dependent Exposure: Is the Oldest Blood Bad?
Heddle NM, Cook RJ, Lee K-A, Arnold DM, Crowther M, Devereaux P, Ellis M, Figueroa PI, Kurz A, Roxby D, et al
Transfusion. 2017;57((53)):33A.. c26-a02c
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Informing Fresh versus Old Red Cell Management (INFORM) trial: a large international pragmatic randomized trial
Heddle NM, Cook RJ, Barty R Liu Y, Arnold DM, Crowther MA, Devereaux PJ, Ellis M, Figueroa P, Hirsh J, Kurz A, et al
Transfusion. 2016;56((S4)):5A.. p6-030a.