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Correction to 'Abstract'. 对“摘要”的更正。
IF 1.6 4区 医学 Q3 HEMATOLOGY Pub Date : 2026-02-23 DOI: 10.1111/vox.70228
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引用次数: 0
Integrated serological and molecular investigation of ABO subgroups underlying atypical ABO typing in southeastern Brazil. 巴西东南部非典型ABO分型ABO亚群的综合血清学和分子研究。
IF 1.6 4区 医学 Q3 HEMATOLOGY Pub Date : 2026-02-22 DOI: 10.1111/vox.70223
Carine Prisco Arnoni, Tatiane Aparecida Paula de Vendrame, Nayara Morais Silva, Giovana Faria Devides, Flavia Sant' Anna Silva, Afonso José Pereira Cortez, Lilian Castilho, Flavia Roche Moreira Latini

Background and objectives: Numerous A and B subgroups can cause discrepancies between forward and reverse typing, weak reactivity or unexpected antibody patterns. This study aimed to identify the most prevalent ABO subgroups in a population of Southeast Brazil, characterize their serological profiles and evaluate their impact on ABO typing.

Study design and methods: Donor samples collected in São Paulo State, Brazil, were included in the study and classified into two groups according to predefined selection criteria. Group 1 comprised 27 samples with reduced or negative reactivity with anti-A1 lectin, selected from 225 donors with routine Group A typing. Group 2 comprised 33 samples selected over a 2-year period due to atypical ABO typing and subsequently subjected to complementary serological testing. All samples were molecularly characterized using polymerase chain reaction restriction fragment length polymorphism (PCR-RFLP) and Sanger sequencing.

Results: In Group 1, the predominant allele was ABO*A2.01, representing 10.2% of all type A donors. In Group 2, the most frequent variant allele was ABO*AW.09 (33%), followed by ABO*AW.31 (11%) and ABO*AEL.01 (11%). All these three subgroups were implicated in cases of ABO mistyping. B subgroups were identified in two samples and were associated with molecular changes in intron 1 (+5.8-kb site).

Conclusion: Although ABO subgroups are uncommon, they occur in our population and directly affect blood typing. The results demonstrate the presence of clinically significant variants and highlight the need for vigilance in donor screening, including careful interpretation of typing results, the use of complementary serological testing and molecular analysis when necessary.

背景和目的:大量的A和B亚群可导致正向和反向分型差异,弱反应性或意外的抗体模式。本研究旨在确定巴西东南部人群中最普遍的ABO亚群,表征其血清学特征并评估其对ABO分型的影响。研究设计和方法:在巴西圣保罗州收集的供体样本被纳入研究,并根据预先确定的选择标准分为两组。第1组从225例常规A组分型供体中选取27例抗a1凝集素反应性降低或阴性的样本。第2组由33个样本组成,这些样本是在2年内因非典型ABO分型而选择的,随后进行了补充血清学检测。所有样品均采用聚合酶链反应限制性片段长度多态性(PCR-RFLP)和Sanger测序进行分子表征。结果:1组以ABO*A2.01为优势等位基因,占全部A型供体的10.2%;第2组最常见的变异等位基因为ABO*AW.09(33%),其次是ABO* aw(11%)和ABO*AEL.01(11%)。所有这三个亚组都涉及ABO血型错误的病例。在两个样本中发现了B亚群,它们与内含子1 (+5.8 kb位点)的分子变化有关。结论:ABO亚群虽不常见,但在我国人群中普遍存在,并直接影响血型。结果表明存在临床意义重大的变异,并强调在供体筛选中需要保持警惕,包括仔细解释分型结果,必要时使用补充血清学检测和分子分析。
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引用次数: 0
Pathogen-reduced platelet concentrates in France: Impact on the risk of transfusion-transmitted infections, 2017-2024. 法国病原降低血小板浓缩物:2017-2024年对输血传播感染风险的影响
IF 1.6 4区 医学 Q3 HEMATOLOGY Pub Date : 2026-02-17 DOI: 10.1111/vox.70199
Syria Laperche, Virginie de la Taille, Pierre Gallian, Elodie Pouchol, Catherine Humbrecht, Alexandre Montembault, Lucile Malard, Caroline Bacquet, Marianne Asso-Bonnet, Sophie Le Cam, Thierry Peyrard, Pierre Tiberghien

Background and objectives: Pathogen reduction (PR) using amotosalen-UVA was implemented for 100% of platelet concentrates (PCs) in France in November 2017. No bacterial testing was in place earlier. The impact of PR on the risk of transfusion-transmitted infections (TTIs) from November 2017 to December 2022 (vs. January 2013 to October 2017) has been published previously. To further assess the impact of PR implementation, the evaluation period was expanded to December 2024.

Materials and methods: PC-associated TTIs occurring in 2023 and 2024 were analysed and included in the assessment.

Results: Two cases of PC-associated transfusion-transmitted bacterial infections (TTBIs) were reported. The first involved Bacillus mobilis in a split pooled whole blood-derived PC. This Grade 2 TTBI was diagnosed following identification of the same pathogen in the second PC unit, quarantined for failed swirling test. The second involved Staphylococcus ureilyticus in an apheresis PC transfused to a patient who subsequently died. TTBI frequency decreased from 1/97,098 PC (n = 15 over 5 years, 2 deaths) to 1/787,662 PC (n = 3, over 7 years, 1 death) after PR implementation (p < 0.001). No human immunodeficiency virus (HIV), hepatitis B virus (HBV), hepatitis C virus (HCV), human T-cell lymphotropic virus (HTLV) or arboviruses TTI were reported from 2013 to 2024. No further cases of PC-associated hepatitis E virus (HEV) TTI were reported, concomitantly to HEV-nucleic acid testing implementation. A PC-associated parvovirus B19 TTI occurred in 2024. The use of PR PCs facilitated PC supply during arboviral outbreaks.

Conclusion: The reduction in PC-related TTBIs following PR implementation is confirmed. However, the recent occurrence of two severe TTBI cases highlights a persistent risk. Prevention of PR-PC-associated TTIs by non-enveloped viruses requires specific screening.

背景和目的:2017年11月,法国对100%的血小板浓缩物(PCs)实施了阿莫托萨伦- uva病原体减少(PR)。此前没有进行细菌检测。2017年11月至2022年12月(与2013年1月至2017年10月相比)PR对输血传播感染(tti)风险的影响已在之前发表。为了进一步评估公关实施的影响,评估期延长至2024年12月。材料和方法:分析2023年和2024年发生的与pc相关的tti,并将其纳入评估。结果:报告2例pc相关输血传播性细菌感染(TTBIs)。第一个是在全血来源的PC分裂池中移动芽孢杆菌。该2级TTBI是在第二个PC单元中发现相同病原体后诊断的,该单元因旋转测试失败而被隔离。第二例涉及输注给一名随后死亡的患者的血浆中的尿毒葡萄球菌。实施PR后,TTBI频率从1/97,098例(n = 15, 5年,2例死亡)降至1/787,662例(n = 3, 7年,1例死亡)(p)。然而,最近发生的两例严重TTBI病例突出了持续存在的风险。通过非包膜病毒预防pr - pc相关的tti需要特异性筛选。
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引用次数: 0
Comparing specificity and seroconversion sensitivity among major blood screening assays for human immunodeficiency virus and viral hepatitis. 比较人类免疫缺陷病毒和病毒性肝炎主要血液筛查方法的特异性和血清转换敏感性。
IF 1.6 4区 医学 Q3 HEMATOLOGY Pub Date : 2026-02-17 DOI: 10.1111/vox.70222
Monica Chaves, Martina Schaetzl, Florina Pessl

Background and objectives: Accurate detection of transfusion-transmissible infections, such as human immunodeficiency virus (HIV) and hepatitis C and B viruses (HCV/HBV), is critical to ensure blood safety, and screening assays must demonstrate high specificity and sensitivity. In this study, we compared the performances of Elecsys® HIV Duo, HCV Duo, Anti-HCV II and HBsAg II immunoassays with those of comparator assays HIV Ag/Ab Combo, Anti-HCV II and HBsAg on the Alinity® s platform and HIV Ag/Ab Combo, Anti-HCV and HBsAg Qualitative II on the Alinity i platform.

Materials and methods: Approximately 2050 plasma samples from first-time blood donors and commercial seroconversion panels were used. Specificity was assessed as the proportion of true non-reactive samples identified by each assay. Seroconversion sensitivity was evaluated based on the detection time and average interval from nucleic acid testing (NAT)-positivity to assay reactivity.

Results: Overall, all Elecsys assays evaluated had similar specificities as the corresponding Alinity s/i assays, although the absolute difference in specificity between Alinity i Anti-HCV assay and the other HCV assays was statistically significant. The seroconversion sensitivities of Elecsys HIV Duo and HBsAg II assays were similar to the corresponding Alinity s/i assays. For HCV, Elecsys HCV Duo assay detected infection earlier than Alinity s/i assays for most panels (87.0% and 91.8%, respectively), with an average detection time from NAT positivity for HCV RNA of 1.5 days versus 21.4 and 23.8 days, respectively.

Conclusion: The robust specificities and early detection capabilities of the evaluated Elecsys assays support their routine use in blood donor screening and diagnosis.

背景和目的:准确检测输血传播感染,如人类免疫缺陷病毒(HIV)和丙型肝炎病毒和乙型肝炎病毒(HCV/HBV),对确保血液安全至关重要,筛选试验必须具有高特异性和敏感性。在本研究中,我们比较了Elecsys®HIV Duo、HCV Duo、Anti-HCV II和HBsAg II免疫检测与Alinity®平台上的HIV Ag/Ab Combo、Anti-HCV II和HBsAg比较检测以及Alinity i平台上的HIV Ag/Ab Combo、Anti-HCV和HBsAg Qualitative II免疫检测的性能。材料和方法:使用了来自首次献血者和商业血清转化板的约2050份血浆样本。特异性被评估为每次检测确定的真实无反应样品的比例。根据检测时间和核酸检测(NAT)阳性到测定反应性的平均间隔来评价血清转化敏感性。结果:总体而言,尽管Alinity i Anti-HCV检测与其他HCV检测之间的特异性绝对差异具有统计学意义,但所有Elecsys检测与相应的Alinity s/i检测具有相似的特异性。Elecsys HIV Duo和HBsAg II检测的血清转化敏感性与Alinity s/i检测相似。对于HCV, Elecsys HCV Duo检测比Alinity s/i检测更早(分别为87.0%和91.8%),从NAT检测HCV RNA的平均检测时间分别为1.5天和21.4天和23.8天。结论:经评估的Elecsys检测方法具有强大的特异性和早期检测能力,支持其在献血者筛查和诊断中的常规应用。
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引用次数: 0
Ethical dilemmas in the use of artificial intelligence in transfusion medicine. 输血医学中人工智能应用的伦理困境。
IF 1.6 4区 医学 Q3 HEMATOLOGY Pub Date : 2026-02-17 DOI: 10.1111/vox.70183
Jansen N Seheult, Jay R Malone, Brian R Jackson, Momin M Malik, Mark Yazer

Artificial intelligence (AI) and machine learning (ML) are beginning to enhance key workflows across blood banking (BB) and transfusion medicine (TM), including donor engagement, inventory forecasting, immunohaematology interpretation, haemovigilance and clinical decision support. These tools can extract signals from large, diverse datasets to improve efficiency, consistency and timeliness of care while enabling more proactive patient blood management. At the same time, TM is uniquely sensitive to safety and trust, so the field must pair innovation with disciplined validation and governance. This review surveys emerging applications and distils a balanced ethics and oversight framework tailored to TM and BB practice. Core elements include outcome-focused validation and continuous monitoring; targeted fairness testing where biological or scientific plausibility suggests subgroup differences; layered transparency that distinguishes transparency, interpretability and explainability; and privacy by design with proportionate consent. We emphasize human oversight at every step: clinicians and laboratorians evaluate, monitor and troubleshoot models, perform tasks AI cannot, integrate multiple inputs to make decisions and interact with AI through guardrails such as intended-use statements, confidence thresholds and clear override pathways. Accountability is shared across users, service directors, institutions and regulators. When implemented with these safeguards, AI can reduce preventable errors, improve resource allocation and support more equitable access to safe transfusion. The goal is principled pragmatism that protects patients and donors while enabling timely adoption of well-validated tools.

人工智能(AI)和机器学习(ML)开始加强血库(BB)和输血医学(TM)的关键工作流程,包括献血者参与、库存预测、免疫血液学解释、血液警戒和临床决策支持。这些工具可以从大量不同的数据集中提取信号,以提高护理的效率、一致性和及时性,同时实现更主动的患者血液管理。同时,TM对安全和信任非常敏感,因此该领域必须将创新与严格的验证和治理结合起来。本综述调查了新兴的应用,并提炼出适合TM和BB实践的平衡的道德和监督框架。核心要素包括以结果为中心的验证和持续监测;有针对性的公平测试,生物学或科学的合理性表明亚组差异;区分透明度、可解释性和可解释性的分层透明度;和隐私的设计与比例同意。我们在每一步都强调人类的监督:临床医生和实验室人员评估、监测和排除模型故障,执行人工智能无法完成的任务,整合多个输入以做出决策,并通过诸如预期用途声明、置信度阈值和明确的覆盖路径等护栏与人工智能互动。用户、服务主管、机构和监管机构共同承担责任。在实施这些保障措施时,人工智能可以减少可预防的错误,改善资源分配,并支持更公平地获得安全输血。目标是有原则的实用主义,既能保护患者和捐赠者,又能及时采用经过充分验证的工具。
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引用次数: 0
Response to Vera and Larrea: 'Concerns regarding methodological and interpretive aspects in the evaluation of BTHC-PAGGSM red cell storage'. 对Vera和Larrea的回复:“对BTHC-PAGGSM红细胞储存评估的方法和解释方面的担忧”。
IF 1.6 4区 医学 Q3 HEMATOLOGY Pub Date : 2026-02-17 DOI: 10.1111/vox.70220
Christie Vermeulen, Nan van Geloven, Thomas R L Klei
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引用次数: 0
Concerns regarding methodological and interpretive aspects in the evaluation of BTHC-PAGGSM red cell storage. 关于评价BTHC-PAGGSM红细胞储存的方法学和解释性方面的关注。
IF 1.6 4区 医学 Q3 HEMATOLOGY Pub Date : 2026-02-17 DOI: 10.1111/vox.70221
Belén Vera, Luis Larrea
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引用次数: 0
Studies of platelet antibodies at MacKay Memorial Hospital in Taiwan: Methods, case reviews and a possible case of post-transfusion purpura. 台湾麦凯纪念医院血小板抗体的研究:方法、病例回顾及一例可能的输血后紫癜。
IF 1.6 4区 医学 Q3 HEMATOLOGY Pub Date : 2026-02-17 DOI: 10.1111/vox.70200
Chiang Chen-Yu, Chang Hsiao-Lin, Chan Yung-Shu, Cheng Wern-Cherng, Lin Marie

Background and objectives: Platelet antibody screening and identification are crucial and challenging. MacKay Memorial Hospital has been dedicated to this for nearly four decades. We reviewed our experience with platelet antibody detection methods and prevalence, and presented a possible case of post-transfusion purpura caused by anti-CD36.

Materials and methods: We analyzed platelet antibody screening results from 1988 to 2024. We used solid phase red cell adherence test (SPRCA) from 1988 to 2018 (9268 samples), and parallel SPRCA/enzyme-linked immunosorbent assay (ELISA) from 2019 to 2024 (2037 samples). Positive results are further identified through flow cytometry, monoclonal antibody immobilization of platelet antigens (MAIPA), or in-house platelet antigen panels. We also studied a possible case of post-transfusion purpura (PTP) caused by anti-CD36. A 79-year-old woman was treated with numerous platelet transfusions that were ineffective, with generalized purpura appearing a few days later following massive transfusion.

Results: From 1988-2018, 2800 of 9268 samples (30.2%) were positive. Six cases of neonatal alloimmune thrombocytopenia (NAITP) were identified (two anti-HPA-3a, two anti-HPA-5a, and two anti-CD36). From 2019-2024, 778 of 2037 samples (38.19%) were positive. Specific antibodies were identified in eight cases, and six of them were anti-CD36. Introduction of ELISA resulted in a 15-fold detection rate of anti-CD36 (0.02% to 0.29%), suggesting previous underestimation. In the possible PTP case, massive transfusion was started on Day 8 of hospitalization, purpura appeared on Day 15, anti-CD36 was identified on Day 21, and CD36-negative platelet transfusion was initiated on the following day. However, the patient eventually died of multiorgan failure on Day 29.

Conclusion: The prevalence of anti-CD36 antibody in the Taiwanese population was previously underestimated. Clinicians should be aware that not only human platelet antigen (HPA) but CD36 should also be considered when platelet refractoriness persists despite HLA-matched transfusion, as anti-CD36 may cause serious complications.

背景和目的:血小板抗体的筛选和鉴定是至关重要和具有挑战性的。麦凯纪念医院在这方面已经投入了近四十年。我们回顾了血小板抗体检测方法和流行情况,并提出了一例可能由抗cd36引起的输血后紫癜。材料与方法:对1988 ~ 2024年血小板抗体筛查结果进行分析。1988 - 2018年(9268份样本)采用固相红细胞粘附试验(SPRCA), 2019 - 2024年(2037份样本)采用平行SPRCA/酶联免疫吸附试验(ELISA)。通过流式细胞术、单克隆抗体固定血小板抗原(MAIPA)或内部血小板抗原面板进一步鉴定阳性结果。我们还研究了一例可能由抗cd36引起的输血后紫癜(PTP)。一名79岁妇女接受多次血小板输注无效治疗,大量输注数天后出现全身性紫癜。结果:1988-2018年,9268份样本中有2800份阳性,占30.2%。新生儿同种免疫性血小板减少症(NAITP) 6例(抗hpa -3a 2例,抗hpa -5a 2例,抗cd36 2例)。2019-2024年,2037份样本中阳性778份(38.19%)。在8例病例中鉴定出特异性抗体,其中6例为抗cd36抗体。ELISA的引入导致抗cd36的检出率达到15倍(0.02% ~ 0.29%),提示之前的低估。在可能的PTP病例中,住院第8天开始大量输血,第15天出现紫癜,第21天发现抗cd36,第二天开始cd36阴性血小板输注。然而,患者最终在第29天死于多器官衰竭。结论:台湾人群中抗cd36抗体的流行率被低估。临床医生应该意识到,当输注hla匹配的血小板仍然难治性时,不仅要考虑人血小板抗原(HPA),也要考虑CD36,因为抗CD36可能会导致严重的并发症。
{"title":"Studies of platelet antibodies at MacKay Memorial Hospital in Taiwan: Methods, case reviews and a possible case of post-transfusion purpura.","authors":"Chiang Chen-Yu, Chang Hsiao-Lin, Chan Yung-Shu, Cheng Wern-Cherng, Lin Marie","doi":"10.1111/vox.70200","DOIUrl":"https://doi.org/10.1111/vox.70200","url":null,"abstract":"<p><strong>Background and objectives: </strong>Platelet antibody screening and identification are crucial and challenging. MacKay Memorial Hospital has been dedicated to this for nearly four decades. We reviewed our experience with platelet antibody detection methods and prevalence, and presented a possible case of post-transfusion purpura caused by anti-CD36.</p><p><strong>Materials and methods: </strong>We analyzed platelet antibody screening results from 1988 to 2024. We used solid phase red cell adherence test (SPRCA) from 1988 to 2018 (9268 samples), and parallel SPRCA/enzyme-linked immunosorbent assay (ELISA) from 2019 to 2024 (2037 samples). Positive results are further identified through flow cytometry, monoclonal antibody immobilization of platelet antigens (MAIPA), or in-house platelet antigen panels. We also studied a possible case of post-transfusion purpura (PTP) caused by anti-CD36. A 79-year-old woman was treated with numerous platelet transfusions that were ineffective, with generalized purpura appearing a few days later following massive transfusion.</p><p><strong>Results: </strong>From 1988-2018, 2800 of 9268 samples (30.2%) were positive. Six cases of neonatal alloimmune thrombocytopenia (NAITP) were identified (two anti-HPA-3a, two anti-HPA-5a, and two anti-CD36). From 2019-2024, 778 of 2037 samples (38.19%) were positive. Specific antibodies were identified in eight cases, and six of them were anti-CD36. Introduction of ELISA resulted in a 15-fold detection rate of anti-CD36 (0.02% to 0.29%), suggesting previous underestimation. In the possible PTP case, massive transfusion was started on Day 8 of hospitalization, purpura appeared on Day 15, anti-CD36 was identified on Day 21, and CD36-negative platelet transfusion was initiated on the following day. However, the patient eventually died of multiorgan failure on Day 29.</p><p><strong>Conclusion: </strong>The prevalence of anti-CD36 antibody in the Taiwanese population was previously underestimated. Clinicians should be aware that not only human platelet antigen (HPA) but CD36 should also be considered when platelet refractoriness persists despite HLA-matched transfusion, as anti-CD36 may cause serious complications.</p>","PeriodicalId":23631,"journal":{"name":"Vox Sanguinis","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146214273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Serological screening for cytomegalovirus in a leucodepleted blood supply: A systematic review. 血清学筛查巨细胞病毒在白细胞减少的血液供应:一个系统的回顾。
IF 1.6 4区 医学 Q3 HEMATOLOGY Pub Date : 2026-02-17 DOI: 10.1111/vox.70219
Philip J Crispin, Danielle Edwards, Karen Beattie, Kristen Brown, Lisa Clarke, Fiona King, Amanda Ormerod, Bryony Ross

Background and objectives: Cytomegalovirus (CMV) causes harm in at-risk populations. Selection of seronegative donors has been used to prevent transmission. Leucodepletion reduces the potential for CMV transmission; however, the residual risk is uncertain, leading to variability in practice. This study systematically reviews the risk of CMV transmission in leucodepleted blood products compared to seronegative blood products.

Materials and methods: A systematic review identified comparative studies of CMV infection rates following transfusion of leucodepleted blood from CMV-negative or unselected donors. Preclinical studies on blood product CMV transmission, reported cases and studies that informed population risk were also reviewed. Meta-analysis was performed on comparative studies.

Results: There was no difference in the rate of infection following transfusion of leucodepleted cellular products with or without donor CMV seronegativity selection, with a relative risk of 1.21 (95% confidence interval [CI]: 0.42-3.49). No confirmed cases of CMV transmission were found. Preclinical studies showed a significant reduction in transmissible virus with leucodepletion, although no threshold could be defined. Cell-free CMV is not removed by filtration, and although it may remain a potential source of infection, there was no evidence of transmission through plasma, possibly due to detectable virus not reflecting intact transmissible virus.

Conclusion: Selecting CMV-seronegative donors did not reduce the risk of transmission when transfusing leucodepleted blood products because of the high efficiency of filters in removing transmissible cellular virus. This finding suggests CMV donor negative selection does not substantially contribute to donor safety.

背景和目的:巨细胞病毒(CMV)在高危人群中造成危害。选择血清阴性供体已被用于预防传播。白细胞的减少减少了巨细胞病毒传播的可能性;然而,剩余风险是不确定的,导致实践中的可变性。本研究系统地回顾了白细胞缺失血液制品与血清阴性血液制品中巨细胞病毒传播的风险。材料和方法:一项系统综述确定了从巨细胞病毒阴性或未选择的献血者输血后白细胞减少的血液的巨细胞病毒感染率的比较研究。还审查了血液制品巨细胞病毒传播的临床前研究、报告病例和告知人群风险的研究。对比较研究进行meta分析。结果:输注白细胞减少细胞制品后,有或没有供体CMV血清阴性选择的感染率无差异,相对危险度为1.21(95%可信区间[CI]: 0.42-3.49)。未发现巨细胞病毒传播的确诊病例。临床前研究显示,白细胞耗竭可显著减少传染性病毒,但没有确定阈值。无细胞巨细胞病毒不能通过过滤去除,虽然它可能仍然是一个潜在的感染源,但没有证据表明通过血浆传播,可能是由于可检测到的病毒没有反映完整的可传播病毒。结论:选择cmv血清阴性的献血者并不能降低输去白细胞血液制品时的传播风险,这是因为过滤器能高效地去除可传播的细胞病毒。这一发现提示CMV供体阴性选择对供体安全性没有实质性的贡献。
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引用次数: 0
Construction of a risk prediction model for vasovagal reactions in whole-blood donors: A case-control cross-sectional study. 构建全血献血者血管迷走神经反应的风险预测模型:一项病例对照横断面研究。
IF 1.6 4区 医学 Q3 HEMATOLOGY Pub Date : 2026-02-17 DOI: 10.1111/vox.70215
Jing Wang, Chunying Ma, Yan Dai, Yanan Wu

Background and objectives: China faces a tight balance between clinical blood supply and demand. Vasovagal reactions (VVRs) hinder donor recruitment and retention. This study aimed to develop and validate a predictive model for the early identification of high-risk donors to guide targeted interventions.

Materials and methods: This unmatched case-control study enrolled whole-blood donors from a blood station in Xinjiang, China. VVR was defined according to the International Society of Blood Transfusion (ISBT) criteria for donation-related complications. Significant predictors identified by multivariable logistic regression were used to develop a prediction model. Model performance and calibration were evaluated using receiver operating characteristic (ROC) analysis and the Hosmer-Lemeshow (H-L) test.

Results: A total of 319 donors experienced VVRs, and 1276 served as controls. The final prediction model incorporated nine significant predictors, categorized as follows-demographic factors: age, pulse, systolic blood pressure (SBP) and body mass index (BMI); psychological factors: perceived stress level; and behavioural factors: number of donations, regular exercise, postprandial interval (≥4 h) and average sleep duration. The model demonstrated good discrimination, with areas under the ROC curve of 0.830 and 0.827 in the modelling and validation sets, respectively. Good calibration was indicated by H-L test results (modelling set: χ2 = 13.817, p = 0.129; validation set: χ2 = 8.698, p = 0.466).

Conclusion: The constructed prediction model is effective, providing a reference for blood station staff to assess the risk of VVRs in whole-blood donors and implement early interventions.

背景和目的:中国面临着临床血液供需的紧张平衡。血管迷走神经反应(VVRs)阻碍供体招募和保留。本研究旨在建立和验证一个预测模型,用于早期识别高风险供体,以指导有针对性的干预措施。材料和方法:这项无与伦比的病例对照研究招募了来自中国新疆某血站的全血献血者。VVR是根据国际输血协会(ISBT)捐献相关并发症标准定义的。采用多变量逻辑回归识别的显著预测因子建立预测模型。采用受试者工作特征(ROC)分析和Hosmer-Lemeshow (H-L)检验对模型的性能和校准进行评估。结果:共有319名供体经历了vvr, 1276名作为对照组。最终的预测模型纳入了9个重要的预测因子,分类如下:人口统计学因素:年龄、脉搏、收缩压(SBP)和体重指数(BMI);心理因素:感知压力水平;行为因素:捐献次数、定期运动、餐后间隔(≥4小时)、平均睡眠时间。该模型具有较好的判别性,建模集和验证集的ROC曲线下面积分别为0.830和0.827。H-L检验结果表明校正效果良好(建模集:χ2 = 13.817, p = 0.129;验证集:χ2 = 8.698, p = 0.466)。结论:构建的预测模型是有效的,可为血站工作人员评估全血献血者vvr风险及实施早期干预提供参考。
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引用次数: 0
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Vox Sanguinis
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