Impact of Shelf-Life Extension on Platelet Availability: Results from an Inventory Management Modeling Study

V. Brixner, Marcia Cardoso, Erik Spaepen, Erhard Seifried
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Abstract

Introduction: In Germany, demand for platelet transfusion is maintained or even increasing, despite a decrease in whole blood donations observed in the last decade. The shelf-life of platelet concentrates (PCs) in Germany is 4 days, which can be extended to 5 days if appropriate safety measures are used. This short shelf-life leads to decreased PC availability. Methods: We investigated the impact of PC shelf-life extension on PC shortage, using a mathematical simulation model based on the PC production and delivery statistics of the Frankfurt Institute of the German Red Cross Transfusion Service of Baden-Württemberg-Hessen. We used a 2.2-year dataset for PC production and delivery as input data for a Monte Carlo inventory management simulation, focusing on PC shortage. The model generated the daily stock (expressed as mean number of PC units ± standard deviation), mean PC age at release, mean number of expired PC units, and shortage rates (i.e., requiring the release of more PCs than available), overall and by PC blood group. Results: Over 2.2 years, a total of 74,322 PC units were produced and 62,178 units were released at the Frankfurt Institute; the overall overproduction rate was 19.5%. Shortage rates decrease with an increase in PC shelf-life and/or increase in overproduction rates. At an overproduction rate of 20%, shortage rates would be reduced from 2.8% for a 4-day shelf-life to 0.7%, 0.3%, and 0.2%, for shelf-life lengths of 5, 6, and 7 days, respectively. Extending the PC shelf-life to 6 or 7 days would eliminate shortages almost entirely, including for rare bloods. Conclusion: These results can inform blood services and regulatory authorities on the potential medical and economic impact of extending PC shelf-life to 6 or 7 days.
延长货架期对血小板可用性的影响:库存管理建模研究的结果
导言:在德国,尽管全血献血量在过去十年中有所下降,但对血小板输血的需求却保持甚至有所增加。在德国,血小板浓缩物(PCs)的保质期为 4 天,如果采取适当的安全措施,保质期可延长至 5 天。较短的保质期导致血小板浓缩物的可用性降低。方法:我们根据德国巴登-符腾堡-黑森州红十字输血服务中心法兰克福研究所的 PC 生产和交付统计数据,使用数学模拟模型研究了延长 PC 保质期对 PC 短缺的影响。我们将 2.2 年的 PC 生产和交付数据集作为蒙特卡罗库存管理模拟的输入数据,重点关注 PC 短缺问题。该模型按 PC 血型生成了日库存量(以 PC 单位平均值±标准差表示)、出库时的 PC 平均年龄、过期 PC 单位平均值和短缺率(即需要出库的 PC 数量多于可用数量)。结果:在 2.2 年的时间里,法兰克福研究所共生产了 74,322 个 PC 单位,发放了 62,178 个 PC 单位;总体超产率为 19.5%。随着个人电脑保质期的延长和/或超额生产率的提高,短缺率也随之降低。超产率为 20%时,保质期为 4 天的短缺率为 2.8%,保质期为 5 天、6 天和 7 天的短缺率分别为 0.7%、0.3% 和 0.2%。将 PC 保存期延长至 6 天或 7 天几乎可以完全消除短缺现象,包括稀有血液的短缺。结论这些结果可以让血液服务机构和监管机构了解将 PC 保存期延长至 6 或 7 天可能带来的医疗和经济影响。
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