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RhD variants: Detected despite 3+ testing in gel. RhD变体:尽管在凝胶中进行了3+测试,但仍可检测到。
IF 2 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-02-18 DOI: 10.1111/trf.70135
Alice Ann Lever, Osmara Pineda, Sabirah Muhammad, Lourdes Arteaga-Cortes, Amy Marke, E Alex Dent, Jeanne E Hendrickson
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引用次数: 0
Genome-wide association of pica within a cohort of volunteer blood donors potentially implicates the gene encoding neuropeptide VF. 一组志愿献血者中异食癖的全基因组关联可能与编码神经肽VF的基因有关。
IF 2 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-02-18 DOI: 10.1111/trf.70130
Eric J Early, Hefei Liu, Bryan R Spencer, Grier P Page, Alan E Mast

Background: Pica is an eating disorder characterized by the persistent craving and consumption of non-food substances such as ice, chalk, starch, or raw pasta. Pica symptoms are more common in people with iron deficiency and resolve upon treatment. Without iron supplementation, volunteer blood donors can become iron deficient after repeated donations, making them an ideal population to study pica.

Study design and methods: A genome-wide association study (GWAS) was conducted with 12,157 volunteer blood donors within the Recipient Epidemiology and Donor Evaluation Study-III (REDS-III) RBC-omics study. Three pica outcomes of interest were evaluated, including ice-only consumption, non-ice consumption, or either type of pica (combined). Candidate single nucleotide polymorphisms (SNPs) were tested for replication using all of us (AoU).

Results: Within REDS-III, 2.4% of donors reported pica symptoms, and nine genome-wide significant SNPs were identified as associated with pica. Within a stratified European population of 7493 REDS-III donors, seven genome-wide significant SNPs were identified. Both overall and in the European stratum, ferritin levels were lower in pica cases than controls (36.0 ± 43.2 ng/mL vs. 53.3 ± 69.2 ng/mL overall and 33.8 ± 41.0 ng/mL vs. 43.8 ± 55.3 ng/mL). Of these, one SNP, rs73277282, near the gene encoding the neuropeptide VF (NPVF) replicated in the AoU dataset (REDS-III p = 1.53 x 10-8; AoU p = .02).

Discussion: Neuropeptide VF has been previously shown to regulate food intake and energy balance, suggesting that polymorphisms associated with its expression may synergize with iron deficiency to produce pica behaviors.

背景:异食癖是一种饮食失调,其特征是持续渴望和消耗非食物物质,如冰、粉笔、淀粉或生面食。异食癖症状在缺铁人群中更为常见,治疗后症状会消失。如果不补充铁,志愿献血者在多次献血后可能会缺铁,这使他们成为研究异食癖的理想人群。研究设计和方法:在受体流行病学和献血者评估研究iii (red - iii)红细胞组学研究中,对12157名志愿献血者进行了全基因组关联研究(GWAS)。对三种异食癖的结果进行了评估,包括只吃冰、不吃冰或任何一种异食癖(合并)。候选单核苷酸多态性(snp)使用all of us (AoU)进行复制测试。结果:在red - iii中,2.4%的供者报告了异食癖症状,9个全基因组显著snp被确定与异食癖相关。在7493个欧洲分层的red - iii供体人群中,鉴定出7个全基因组显著snp。异食癖患者总体和欧洲地区的铁蛋白水平均低于对照组(36.0±43.2 ng/mL vs. 53.3±69.2 ng/mL, 33.8±41.0 ng/mL vs. 43.8±55.3 ng/mL)。其中,一个SNP rs73277282靠近编码神经肽VF (NPVF)的基因,在AoU数据集中复制(REDS-III p = 1.53 x 10-8; AoU p = 0.02)。讨论:神经肽VF先前已被证明调节食物摄入和能量平衡,这表明与其表达相关的多态性可能与缺铁协同产生异食癖行为。
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引用次数: 0
The impact of rapid infusers on the hemostatic potential of cryoprecipitate products. 快速输注对低温沉淀产物止血潜能的影响。
IF 2 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-02-18 DOI: 10.1111/trf.70132
Connor D Purvis, Samantha Redden, Andrew Jacobson, Yao-Wei Wang, Julie Campbell, Jessica Cardenas, Jan-Michael Van Gent, Bryan A Cotton

Background: In cases of massive transfusion, intravenous access can be limited. Additionally, delivering different products through separate lines and infusion methods adds unnecessary steps. RBC, plasma, and whole blood (WB) are delivered via rapid infusers; cryoprecipitate (CRYO) is infused through separate access and is not approved with these devices.

Study design and methods: We examined the impact of different transfusion methods on hemostatic performance and factor activity using two available CRYO products. Ten bags of CRYO, ten bags pathogen-reduced CRYO (Intercept® Fibrinogen Complex, IFC), and 20 units of WB were obtained. Each CRYO bag was infused with one unit of WB by three techniques: (1) gravity infusion with filter, (2) rapid infuser at 70 mL/min, and (3) pressure bag and filter. Hemostatic potential was measured by thrombelastography (TEG), thrombin generation (CAT), and factor levels (ACLTOP). Post-each infusion, disposable tubing and infusion parts were inspected for evidence of clumping or clogging.

Results: Both standard CRYO and IFC demonstrated maintained or improved TEG, CAT, and factor levels when subjected to a rapid infuser device and pressure bag. When compared with gravity infusion, a rapid infuser device and pressure bag demonstrated maintained or improved values by TEG, CAT, and factor activity. No evidence of clumping or clogging of tubing was encountered in the 20 runs performed. No evidence of system dysfunction with use of CRYO through these devices was found either.

Discussion: Restriction of CRYO infusion through rapid infuser devices or with pressure bags should be reconsidered. Future clinical trials are warranted.

背景:在大量输血的情况下,静脉通路可能受到限制。此外,通过不同的生产线和输注方法输送不同的产品增加了不必要的步骤。红细胞、血浆和全血(WB)通过快速输注器输送;低温沉淀(CRYO)是通过单独的通道注入的,不被批准用于这些设备。研究设计和方法:我们使用两种可用的CRYO产品检查了不同输血方法对止血性能和因子活性的影响。获得10袋CRYO, 10袋病原体还原CRYO (Intercept®Fibrinogen Complex, IFC), 20单位WB。每个CRYO袋通过三种技术(1)过滤器重力输注,(2)70 mL/min快速输注,(3)压力袋和过滤器输注1单位WB。止血电位通过血栓造影(TEG)、凝血酶生成(CAT)和因子水平(ACLTOP)测定。每次输液后,一次性管和输液部件检查结块或堵塞的证据。结果:在快速输注装置和压力袋的作用下,标准CRYO和IFC均维持或改善了TEG、CAT和因子水平。与重力输注相比,快速输注装置和压力袋在TEG、CAT和因子活性方面保持或改善了数值。在进行的20次下入中,没有发现油管结块或堵塞的迹象。通过这些装置使用CRYO也没有发现系统功能障碍的证据。讨论:应重新考虑限制使用快速输液器或压力袋输注低温。未来的临床试验是必要的。
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引用次数: 0
Estrogen as a therapeutic agent: Targeting endotheliopathy and coagulopathy in trauma. 雌激素作为一种治疗剂:针对创伤中的内皮病变和凝血功能障碍。
IF 2 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-02-17 DOI: 10.1111/trf.70107
Niruktha Raghavan, Mira Patel, Bryan A Cotton, Julia Coleman, Donald Jenkins

Background: Traumatic injury remains a leading cause of death, often due to uncontrolled hemorrhage and trauma-induced coagulopathy (TIC). TIC is critically triggered by the endotheliopathy of trauma, involving endothelial cell injury and glycocalyx degradation. Despite conventional advances, the stable casualty rate underscores the urgent need for new precision resuscitation strategies that acknowledge factors like biological sex.

Design: The central hypothesis is that estrogen confers a survival advantage in hormonally active females through a dual action: endothelial cell stabilization (halting glycocalyx shedding) and its inherent procoagulant effect. The analysis assesses the therapeutic potential of both exogenous estrogen and female-derived blood products to mitigate endotheliopathy and coagulopathy.

Results: Literature suggests that the female sex, particularly the pre-menopausal age group, possesses an intrinsic advantage linked to circulating estradiol. Estrogen supplementation is noted to mitigate bleeding risks, as clinical reviews in surgical and critical care settings consistently demonstrated a reduction in transfusion requirements and improved hemostasis after administering conjugated estrogen. Current literature findings underscore the therapeutic utility of estrogen in targeting endotheliopathy and coagulopathy.

Conclusion: The evidence suggests that estrogen plays a critical, context-dependent role. One of the most compelling benefits is estrogen's capacity to maintain endothelial integrity, thereby correcting trauma-induced endotheliopathy. This mechanism, coupled with its inherent procoagulant effect, underlies the observed female survival advantage. Targeting this sex-based mechanism is a promising avenue to enhance trauma management. Future large-scale, randomized controlled trials are needed to validate the efficacy of direct estrogen supplementation and the strategic utilization of female-donated blood products in trauma resuscitation.

背景:外伤性损伤仍然是死亡的主要原因,通常是由于不受控制的出血和外伤性凝血功能障碍(TIC)。TIC可由外伤引起的内皮病变严重触发,涉及内皮细胞损伤和糖萼降解。尽管传统上取得了进步,但稳定的伤亡率强调了对新的精确复苏策略的迫切需要,这种策略需要承认生理性别等因素。设计:中心假设是雌激素通过双重作用赋予激素活跃的女性生存优势:内皮细胞稳定(阻止糖萼脱落)和其固有的促凝作用。该分析评估了外源性雌激素和女性来源的血液制品减轻内皮病和凝血功能障碍的治疗潜力。结果:文献表明,女性,特别是绝经前年龄组,具有与循环雌二醇相关的内在优势。补充雌激素被认为可以减轻出血风险,因为在外科和重症监护环境中的临床评论一致表明,在给予结合雌激素后,输血需求减少,止血效果改善。目前的文献发现强调了雌激素在针对内皮病变和凝血功能障碍的治疗作用。结论:有证据表明,雌激素起着关键的、依赖于环境的作用。最引人注目的好处之一是雌激素维持内皮完整性的能力,从而纠正创伤性内皮病变。这种机制,加上其固有的促凝作用,是观察到的雌性生存优势的基础。针对这种基于性别的机制是加强创伤管理的有希望的途径。未来还需要大规模的随机对照试验来验证直接补充雌激素和策略性利用女性献血制品在创伤复苏中的效果。
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引用次数: 0
Transfusion-transmitted babesiosis in the era of regional screening: Where are cases still emerging? 区域筛查时代的输血传播巴贝斯虫病:哪里仍有病例出现?
IF 2 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-02-17 DOI: 10.1111/trf.70133
Rebecca Townsend, Paul Losco, Laura Tonnetti

Background: To reduce the risk of transfusion-transmitted babesiosis (TTB), the Food and Drug Administration (FDA) released guidance in 2019 requiring Babesia screening of all donations collected in 14 states on the East Coast and Upper Midwest (Connecticut, Delaware, Massachusetts, Maryland, Maine, New Hampshire, New Jersey, New York, Pennsylvania, Rhode Island, Virginia, and Vermont Minnesota and Wisconsin), plus Washington, DC. The American Red Cross (ARC) implemented Babesia blood donation screening in those areas in May 2020. Screening uses a transcription-mediated amplification (TMA) nucleic acid test (NAT) on pools of 16 whole-blood samples. NAT-reactive samples are tested for B. microti antibody by immunofluorescence assay (IFA).

Case reports: From October 2021 to December 2025, the ARC has identified positive donors in four TTB cases. In all instances, the implicated donation was a Babesia untested red blood cell (RBC) unit collected in a non-endemic state where screening is not performed (West Virginia, Oregon, Georgia, and Michigan). All cases were travel-related: three donors reported travel to endemic states, while the fourth was a resident of an endemic state who donated during a vacation in a non-endemic state.

Conclusion: The regional approach of Babesia blood testing has dramatically reduced the risk of TTB. However, the cases described in this report highlight the ongoing vulnerability posed by donor travel and underscore the need to continue monitoring the current geographic screening strategy.

背景:为了降低输血传播巴贝斯虫病(TTB)的风险,美国食品和药物管理局(FDA)于2019年发布了指南,要求对东海岸和中西部上游14个州(康涅狄格州、特拉华州、马萨诸塞州、马里兰州、缅因州、新罕布什尔州、新泽西州、纽约州、宾夕法尼亚州、罗德岛州、弗吉尼亚州和佛蒙特州、明尼苏达州和威斯康星州)以及华盛顿特区收集的所有捐赠进行巴贝斯虫筛查。美国红十字会(ARC)于2020年5月在这些地区实施了巴贝斯虫献血筛查。筛查使用转录介导扩增(TMA)核酸检测(NAT)对16个全血样本进行检测。用免疫荧光法(IFA)检测nat反应样品的微螺旋体抗体。病例报告:从2021年10月至2025年12月,ARC已在4例TTB病例中确定了阳性献血者。在所有情况下,涉及的捐赠是在未进行筛查的非流行州(西弗吉尼亚州,俄勒冈州,佐治亚州和密歇根州)收集的未经检测的巴贝斯虫红细胞(RBC)单位。所有病例均与旅行有关:3名捐赠者报告曾前往流行州,而第4名捐赠者是流行州的居民,他在非流行州度假期间进行了捐赠。结论:巴贝斯虫血液检测的区域性方法显著降低了TTB的发病风险。然而,本报告所述的病例突出了捐助者旅行造成的持续脆弱性,并强调有必要继续监测目前的地理筛查战略。
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引用次数: 0
Association of endotheliopathy and coagulopathy biomarkers with survival in a swine model of isolated uncontrolled hemorrhage. 内皮病和凝血功能障碍生物标志物与孤立不受控制的出血猪模型存活的关系。
IF 2 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-02-16 DOI: 10.1111/trf.70122
Alan Weaver, Kim Hildreth, Charnae Williams, Natalie Nguyen, Lorie Leyva, Irasema Terrazas, Cheresa Calhoun, Thomas Edwards

Background: Hemorrhage is the leading cause of preventable death on and off the battlefield that leads to coagulation dysfunction and endotheliopathy. To improve understanding of the nature and timing of these pathologies, we sought to profile markers of coagulopathy and endotheliopathy between survivors and non-survivors in a swine model of uncontrolled hemorrhage.

Study design and methods: Anesthetized Yorkshire cross-bred swine (n = 39) were subjected to a 45 s uncontrolled bleed following a 6-mm laceration to the femoral artery. Following applications of various hemostatic dressings, anesthetized swine were monitored up to 24 h with periodic blood sampling. Serum/plasma was assayed for coagulopathy and endotheliopathy biomarkers and compared between survivors (24 h post-hemorrhage) and non-survivors.

Results: The injury resulted in a 62% mortality with 95% succumbing to injury within ~3 h. Hyaluronan and heparan sulfate were elevated in the fatality groups at 1 h (p < .05) and 2 h (p < .05), respectively. The fatality group at 1 h exhibited reduced plasminogen activator inhibitor-1 (PAI-1, p < .001) and elevated tissue plasminogen activator (p < .01) and D-Dimer (p < .05) relative to survivors. Survivors experienced significant elevations in C-reactive protein (p < .0001), PAI-1 (p < .0001), heparan sulfate (p < .0001), E-selectin (p < .0001), and vascular cell adhesion molecule-1 (p < .01) compared to baseline.

Discussion: These results suggest that acute fatalities undergo hyperfibrinolysis followed by glycocalyx shedding. Survivors may experience longer term complications due to delayed/on-going inflammation and/or endothelium activation. This characterization of severe hemorrhage provides insights into the nature and progression of coagulopathy and endotheliopathy that emulate clinical findings which can be used for evaluating future therapeutics to reduce preventable deaths.

背景:出血是战场内外可预防死亡的主要原因,可导致凝血功能障碍和内皮病变。为了提高对这些病理的性质和时间的理解,我们试图在不受控制的出血猪模型中描述幸存者和非幸存者之间凝血病和内皮病的标志物。研究设计和方法:麻醉的约克郡杂交猪(n = 39)在股动脉6毫米撕裂伤后45秒不受控制的出血。在应用各种止血敷料后,对麻醉猪进行长达24小时的监测,并定期采血。检测血清/血浆凝血功能和内皮病变生物标志物,并比较幸存者(出血后24小时)和非幸存者。结果:伤后死亡率62%,其中95%在3 h内死亡。在死亡组中,透明质酸和硫酸肝素在1 h时升高(p)。讨论:这些结果表明,急性死亡经历了高纤维蛋白溶解,随后是糖萼脱落。由于延迟/持续的炎症和/或内皮细胞激活,幸存者可能会经历长期的并发症。这种严重出血的特征提供了对凝血病和内皮病的性质和进展的见解,模拟临床发现,可用于评估未来的治疗方法,以减少可预防的死亡。
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引用次数: 0
Early exposure, enduring consequences: How do I manage Rh immunoglobulin prophylaxis after Rh-mismatched transfusions in children? 早期接触,持久的后果:我如何管理Rh错配输血后的儿童Rh免疫球蛋白预防?
IF 2 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-02-15 DOI: 10.1111/trf.70094
Kirea Lange, Alexander Bowers, Niruktha Raghavan, Hannah Borland, Leslie Greebon, Christine Leeper, Barbara Gaines, Donald Jenkins

Background: RhD mismatched transfusions in RhD negative women have the potential to impact future pregnancies through alloimmunization and development of hemolytic disease of the fetus and newborn (HDFN). As use of RhD positive emergency-release blood products in pediatric trauma has increased, it has become clear that a significant alloimmunization risk also exists for RhD negative girls, which has not been addressed by existing literature. This article describes a best-practice guideline to manage RhD negative pediatric females who receive RhD positive transfusions.

Design: Pathology or transfusion medicine staff are notified of RhD-mismatched blood transfusions and eligibility for therapy with RhIG is determined. Patients are evaluated by Pediatrics or Pediatric Hematology. These consultants will provide counseling and offer treatment.

Results: Management strategy depends on red blood cell volume (RBCv) transfused. Pediatric females who receive RBCv <20% of their TBV are eligible to receive RhIG, while those who receive >20% are not. Unlike in adult females, TBV calculations change with age. All should be screened for the development of anti-D antibodies between 6 and 12 months after transfusion, regardless of treatment with RhIG. When the patient reaches adulthood, she should be followed by ObGyn and undergo repeat antibody testing before becoming pregnant.

Conclusion: Protocols for the management of mismatched transfusions in RhD negative women have been established, but there are no published guidelines directing management of similar pediatric patients. The described approach provides a safe and effective framework to mitigate RhD alloimmunization risk for these pediatric patients, thereby safeguarding their future reproductive outcomes.

背景:RhD阴性妇女的RhD错配输血有可能通过同种异体免疫和胎儿和新生儿溶血性疾病(hddn)的发展影响未来的妊娠。随着RhD阳性紧急释放血液制品在儿科创伤中的使用增加,很明显,RhD阴性女孩也存在显着的同种异体免疫风险,现有文献尚未解决这一问题。这篇文章描述了一个管理RhD阴性的儿科女性接受RhD阳性输血的最佳实践指南。设计:将rhd不匹配的输血情况通知病理或输血医学人员,并确定是否有资格接受rhg治疗。患者通过儿科或儿科血液学进行评估。这些咨询师将提供咨询和治疗。结果:治疗策略取决于输血红细胞量(RBCv)。接受20% RBCv治疗的儿科女性则没有。与成年女性不同,TBV的计算随年龄而变化。输血后6至12个月,无论是否接受RhIG治疗,均应筛查抗d抗体的发展情况。当患者成年后,应由妇产科医生跟进,并在怀孕前重复进行抗体检测。结论:RhD阴性妇女错配输血的管理方案已经建立,但没有出版的指导类似儿科患者管理的指南。所描述的方法提供了一个安全有效的框架,以减轻这些儿科患者的RhD同种异体免疫风险,从而保护他们未来的生殖结果。
{"title":"Early exposure, enduring consequences: How do I manage Rh immunoglobulin prophylaxis after Rh-mismatched transfusions in children?","authors":"Kirea Lange, Alexander Bowers, Niruktha Raghavan, Hannah Borland, Leslie Greebon, Christine Leeper, Barbara Gaines, Donald Jenkins","doi":"10.1111/trf.70094","DOIUrl":"https://doi.org/10.1111/trf.70094","url":null,"abstract":"<p><strong>Background: </strong>RhD mismatched transfusions in RhD negative women have the potential to impact future pregnancies through alloimmunization and development of hemolytic disease of the fetus and newborn (HDFN). As use of RhD positive emergency-release blood products in pediatric trauma has increased, it has become clear that a significant alloimmunization risk also exists for RhD negative girls, which has not been addressed by existing literature. This article describes a best-practice guideline to manage RhD negative pediatric females who receive RhD positive transfusions.</p><p><strong>Design: </strong>Pathology or transfusion medicine staff are notified of RhD-mismatched blood transfusions and eligibility for therapy with RhIG is determined. Patients are evaluated by Pediatrics or Pediatric Hematology. These consultants will provide counseling and offer treatment.</p><p><strong>Results: </strong>Management strategy depends on red blood cell volume (RBCv) transfused. Pediatric females who receive RBCv <20% of their TBV are eligible to receive RhIG, while those who receive >20% are not. Unlike in adult females, TBV calculations change with age. All should be screened for the development of anti-D antibodies between 6 and 12 months after transfusion, regardless of treatment with RhIG. When the patient reaches adulthood, she should be followed by ObGyn and undergo repeat antibody testing before becoming pregnant.</p><p><strong>Conclusion: </strong>Protocols for the management of mismatched transfusions in RhD negative women have been established, but there are no published guidelines directing management of similar pediatric patients. The described approach provides a safe and effective framework to mitigate RhD alloimmunization risk for these pediatric patients, thereby safeguarding their future reproductive outcomes.</p>","PeriodicalId":23266,"journal":{"name":"Transfusion","volume":" ","pages":""},"PeriodicalIF":2.0,"publicationDate":"2026-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146202765","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Early prediction of transfusion requirements in trauma patients using explainable machine learning. 使用可解释的机器学习对创伤患者输血需求的早期预测。
IF 2 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-02-15 DOI: 10.1111/trf.70106
Michael R De La Rosa, Alexander Bowers, Brian Eastridge, Min Wang, Donald Jenkins

Introduction: Hemorrhagic shock is the most common preventable cause of death in trauma patients. Early transfusion significantly improves survivability in patients suffering from hemorrhagic shock. We hypothesized that machine learning models could reduce time to initial transfusion by more rapidly identifying patients likely to require blood products.

Study design and methods: We conducted a retrospective model-development and internal-validation study using the Trauma Quality Improvement Program (TQIP) dataset from 2019 to 2022. Adult patients aged 18 years or older were included; the only exclusion criterion was missing transfusion outcome data. Models evaluated included logistic regression, ridge regression, Least Absolute Shrinkage and Selection Operator (LASSO), Random Forest, and extreme gradient boosting (XGBoost) assessed using an 80/20 train-test split. Five-fold cross-validation was used for hyperparameter tuning. Area under the receiver operating characteristic curve (AUROC) was used for model optimization.

Results: A total of 1,232,956 patients were included, of whom 109,819 (8.9%) received transfusions. XGBoost achieved the highest AUROC (0.8452). With a decision threshold of 0.0816 selected by maximizing balanced accuracy on the test set, accuracy was 0.7298, sensitivity was 0.7927, and specificity was 0.7236. SHapley Additive exPlanations (SHAP) values showed that Injury Severity Score, systolic blood pressure, activation level, pulse rate, and age were the most influential predictors.

Discussion: XGBoost demonstrated strong predictive performance using only arrival-time variables, and SHAP explanations offered clinically intuitive reasoning. These characteristics highlight the model's potential as a rapid decision-support tool, although external validation remains an important next step.

失血性休克是创伤患者中最常见的可预防的死亡原因。早期输血可显著提高失血性休克患者的存活率。我们假设机器学习模型可以通过更快速地识别可能需要血液制品的患者来缩短初次输血的时间。研究设计和方法:我们使用2019年至2022年的创伤质量改善计划(TQIP)数据集进行了一项回顾性模型开发和内部验证研究。纳入18岁及以上的成年患者;唯一的排除标准是缺少输血结果数据。评估的模型包括逻辑回归、脊回归、最小绝对收缩和选择算子(LASSO)、随机森林和极端梯度增强(XGBoost),使用80/20列车测试分割进行评估。超参数调优采用五重交叉验证。采用受试者工作特性曲线下面积(AUROC)进行模型优化。结果:共纳入1,232,956例患者,其中109,819例(8.9%)接受输血。XGBoost获得了最高的AUROC(0.8452)。通过最大化测试集上的平衡准确度选择决策阈值为0.0816,准确率为0.7298,灵敏度为0.7927,特异性为0.7236。SHapley加性解释(SHAP)值显示,损伤严重程度评分、收缩压、激活水平、脉搏率和年龄是影响最大的预测因素。讨论:仅使用到达时间变量,XGBoost表现出强大的预测性能,而SHAP解释提供了临床直观的推理。这些特征突出了模型作为快速决策支持工具的潜力,尽管外部验证仍然是重要的下一步。
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引用次数: 0
Improved platelet recovery in cryopreserved platelets reconstituted in freeze-dried plasma. 在冻干血浆中重建的冷冻保存血小板可改善血小板恢复。
IF 2 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-02-15 DOI: 10.1111/trf.70129
Kristina Ehn, Per Sandgren, Klara Asplund Högelin, Agneta Wikman

Background: Cryopreserved platelets can support availability in settings where fresh platelets are inaccessible. Freeze-dried plasma (FDP) may serve as an alternative reconstitution medium to fresh frozen plasma (FFP) when plasma thawing is impractical. The effects of FDP on cryopreserved platelet quality remain underexplored. Thus, we aimed to evaluate its suitability.

Study design and methods: Cryopreserved platelets were prepared from double-dose buffy-coat concentrates, split, prewashed, and frozen using dimethyl sulfoxide (DMSO) (5-6%). After thawing, paired units were resuspended in FFP (AB = 8) or FDP (OctaplasLG Powder, AB = 8). Platelet count and mean platelet volume were analyzed alongside blood gas parameters. Additionally, extracellular lactate dehydrogenase (LDH), sP-selectin, and VEGF were measured in the supernatant. Platelet markers (aggregation, adhesion, and activation) and microparticles were analyzed by flow cytometry. Clotting ability was evaluated using ROTEM.

Results: After thawing, FDP units contained significantly more platelets than FFP units 206 ± 27 versus 176 ± 18 ×109/units (p = .0006). LDH activity was lower (p = .040), whereas VEGF levels were higher (p = .0003) in the FDP group. Oxygen and carbon dioxide pressure differed significantly, yet pH was normal. Phenotypic expression and microparticle content demonstrated no significant differences. FDP units showed a shorter clotting time in ROTEM EXTEM (50 ± 5 vs. 58 ± 9 s, p = .035), although clot strength was similar.

Discussion: FDP-reconstituted platelets were functionally comparable to those reconstituted with FFP, while demonstrating improved recovery and enhanced clot initiation, potentially due to differences in plasma composition. Given its logistical advantages, particularly in resource-limited settings, FDP represents a promising reconstitution medium for cryopreserved platelets.

背景:冷冻保存的血小板可以支持在无法获得新鲜血小板的情况下的可用性。当等离子体解冻不可行时,冷冻干燥等离子体(FDP)可以作为新鲜冷冻等离子体(FFP)的替代重组介质。FDP对低温保存血小板质量的影响仍未得到充分研究。因此,我们的目的是评估其适用性。研究设计和方法:用双剂量的黄皮浓缩物制备冷冻保存的血小板,用二甲亚砜(DMSO)(5-6%)分离、预洗和冷冻。解冻后,将配对单位重悬于FFP (AB = 8)或FDP (OctaplasLG Powder, AB = 8)中。分析血小板计数、平均血小板体积及血气参数。此外,在上清中测定细胞外乳酸脱氢酶(LDH)、sp -选择素和VEGF。流式细胞术分析血小板标志物(聚集、粘附和活化)和血小板微粒。采用ROTEM评价凝血能力。结果:解冻后,FDP单位比FFP单位含有更多的血小板(206±27 vs 176±18 ×109/单位)(p = .0006)。LDH活性降低(p =。040),而FDP组VEGF水平较高(p = 0.0003)。氧气和二氧化碳的压力差异很大,但pH值正常。表型表达和微粒含量无显著差异。FDP单位在ROTEM - EXTEM中的凝血时间较短(50±5 vs. 58±9 s, p =。035),尽管凝块强度相似。讨论:fdp重建的血小板在功能上与FFP重建的血小板相当,同时表现出更好的恢复和增强的凝块启动,这可能是由于血浆成分的差异。鉴于其物流优势,特别是在资源有限的情况下,FDP代表了一种很有前途的冷冻保存血小板重组培养基。
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引用次数: 0
Nationwide pediatric prehospital blood product use after motor vehicle crashes 2020-2023. 2020-2023年全国儿童车祸后院前血液制品使用情况。
IF 2 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-02-12 DOI: 10.1111/trf.70114
Chandler A Annesi, Christine Carico, Daniel T Lammers, N Clay Mann, Matthew J Levy, Pawan Acharya, Jan O Jansen, Jeffrey D Kerby, Robert T Russell, John B Holcomb, Zain G Hashmi

Background: Previous studies suggest that in children with hemorrhagic shock following injury, prehospital blood transfusion improves survival. Quantifying and understanding the current demand for blood transfusion will help us improve the use and availability of prehospital blood for pediatric patients. This study sought to describe the current demand for and utilization of prehospital blood resuscitation following motor vehicle crash (MVC) in pediatric trauma populations from 2020 to 2023.

Study design and methods: Hypotensive patients ≤14 years after MVC included in the National Emergency Medical Services Information System (NEMSIS) from 2020 to 2023 were identified. Hemodynamic instability was based on age-defined systolic blood pressure and heart rate parameters. Total number and percentage of children who received prehospital blood transfusion, including components or whole blood, were calculated.

Results: The database included 391,764 children involved in an MVC. Of these, 1913/391,764 (0.5%) were potentially eligible for prehospital blood transfusion based on prehospital hemodynamic status, yet of the 1913 patients, only 39/1913 (2%) received prehospital blood. Eligible patients were generally older than 10 years (64%) and MVCs occurred in urban areas (77%).

Discussion: Only 2% of hemodynamically unstable pediatric MVC patients received prehospital blood. Prehospital blood resuscitation is underutilized in pediatric MVC populations, suggesting an urgent need for focused evaluation to identify barriers and promote increased utilization.

背景:以往的研究表明,对于外伤后失血性休克的儿童,院前输血可提高生存率。量化和了解目前的输血需求将有助于我们改善儿科患者院前血液的使用和可得性。本研究旨在描述2020年至2023年儿科创伤人群对机动车碰撞(MVC)后院前血液复苏的需求和利用现状。研究设计和方法:选取纳入2020 - 2023年国家紧急医疗服务信息系统(NEMSIS)的MVC后≤14年的低血压患者。血流动力学不稳定性基于年龄定义的收缩压和心率参数。计算接受院前输血(包括成分血或全血)的儿童总数和百分比。结果:该数据库包括参与MVC的391,764名儿童。其中,有1913/391,764(0.5%)患者根据院前血流动力学状况可能适合院前输血,但在这1913例患者中,只有39/1913(2%)患者接受院前输血。符合条件的患者一般大于10岁(64%),MVCs发生在城市地区(77%)。讨论:只有2%的血流动力学不稳定的儿科MVC患者接受院前输血。院前血液复苏在儿科MVC人群中的利用不足,这表明迫切需要进行重点评估,以确定障碍并促进提高利用率。
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