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From microscope to micropixels: A rapid review of artificial intelligence for the peripheral blood film 从显微镜到微像素:外周血膜人工智能的快速回顾。
IF 7.4 2区 医学 Q1 HEMATOLOGY Pub Date : 2024-03-01 DOI: 10.1016/j.blre.2023.101144
Bingwen Eugene Fan , Bryan Song Jun Yong , Ruiqi Li , Samuel Sherng Young Wang , Min Yi Natalie Aw , Ming Fang Chia , David Tao Yi Chen , Yuan Shan Neo , Bruno Occhipinti , Ryan Ruiyang Ling , Kollengode Ramanathan , Yi Xiong Ong , Kian Guan Eric Lim , Wei Yong Kevin Wong , Shu Ping Lim , Siti Thuraiya Binte Abdul Latiff , Hemalatha Shanmugam , Moh Sim Wong , Kuperan Ponnudurai , Stefan Winkler

Artificial intelligence (AI) and its application in classification of blood cells in the peripheral blood film is an evolving field in haematology. We performed a rapid review of the literature on AI and peripheral blood films, evaluating the condition studied, image datasets, machine learning models, training set size, testing set size and accuracy. A total of 283 studies were identified, encompassing 6 broad domains: malaria (n = 95), leukemia (n = 81), leukocytes (n = 72), mixed (n = 25), erythrocytes (n = 15) or Myelodysplastic syndrome (MDS) (n = 1). These publications have demonstrated high self-reported mean accuracy rates across various studies (95.5% for malaria, 96.0% for leukemia, 94.4% for leukocytes, 95.2% for mixed studies and 91.2% for erythrocytes), with an overall mean accuracy of 95.1%. Despite the high accuracy, the challenges toward real world translational usage of these AI trained models include the need for well-validated multicentre data, data standardisation, and studies on less common cell types and non-malarial blood-borne parasites.

人工智能(AI)及其在外周血膜血细胞分类中的应用是血液学研究的一个新兴领域。我们快速回顾了有关人工智能和外周血膜的文献,评估了研究条件、图像数据集、机器学习模型、训练集大小、测试集大小和准确性。共确定了283项研究,包括6个广泛领域:疟疾(n = 95)、白血病(n = 81)、白细胞(n = 72)、混合(n = 25)、红细胞(n = 15)或骨髓增生异常综合征(MDS) (n = 1)。这些出版物在各种研究中显示出较高的自我报告平均准确率(疟疾95.5%、白血病96.0%、白细胞94.4%、混合研究95.2%和红细胞91.2%),总体平均准确率为95.1%。尽管准确率很高,但这些人工智能训练模型在现实世界中的转化使用面临的挑战包括需要经过良好验证的多中心数据、数据标准化以及对不太常见的细胞类型和非疟疾血源性寄生虫的研究。
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引用次数: 0
Unraveling germline predisposition in hematological neoplasms: Navigating complexity in the genomic era 揭示血液学肿瘤的种系易感性:在基因组时代导航复杂性。
IF 7.4 2区 医学 Q1 HEMATOLOGY Pub Date : 2024-03-01 DOI: 10.1016/j.blre.2023.101143
Joaquín Jerez , Marta Santiago

Genomic advancements have yielded pivotal insights into hematological neoplasms, particularly concerning germline predisposition mutations. Following the WHO 2016 revisions, dedicated segments were proposed to address these aspects. Current WHO 2022, ICC 2022, and ELN 2022 classifications recognize their significance, introducing more mutations and prompting integration into clinical practice.

Approximately 5–10% of hematological neoplasm patients show germline predisposition gene mutations, rising with risk factors such as personal cancer history and familial antecedents, even in older adults.

Nevertheless, technical challenges persist. Optimal DNA samples are skin fibroblast-extracted, although not universally applicable. Alternatives such as hair follicle use are explored. Moreover, the scrutiny of germline genomics mandates judicious test selection to ensure precise and accurate interpretation.

Given the significant influence of genetic counseling on patient care and post-assessment procedures, there arises a demand for dedicated centers offering specialized services.

基因组学的进步已经产生了关键的见解血液肿瘤,特别是有关种系易感性突变。在世卫组织2016年修订版之后,提出了专门的部分来解决这些问题。目前的WHO 2022、ICC 2022和ELN 2022分类认识到它们的重要性,引入了更多的突变并促使其融入临床实践。大约5-10%的血液学肿瘤患者表现出种系易感基因突变,随着个人癌症史和家族病史等危险因素的增加,甚至在老年人中也是如此。然而,技术挑战依然存在。最佳的DNA样本是皮肤成纤维细胞提取的,尽管不是普遍适用的。研究人员还探索了使用毛囊等替代方法。此外,生殖系基因组学的审查要求明智的测试选择,以确保精确和准确的解释。鉴于遗传咨询对患者护理和后评估程序的重大影响,出现了对提供专业服务的专门中心的需求。
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引用次数: 0
Αlpha-thalassemia: A practical overview α-地中海贫血:实用概述
IF 7.4 2区 医学 Q1 HEMATOLOGY Pub Date : 2024-03-01 DOI: 10.1016/j.blre.2023.101165
Khaled M. Musallam , M. Domenica Cappellini , Thomas D. Coates , Kevin H.M. Kuo , Hanny Al-Samkari , Sujit Sheth , Vip Viprakasit , Ali T. Taher

α-Thalassemia is an inherited blood disorder characterized by decreased synthesis of α-globin chains that results in an imbalance of α and β globin and thus varying degrees of ineffective erythropoiesis, decreased red blood cell (RBC) survival, chronic hemolytic anemia, and subsequent comorbidities. Clinical presentation varies depending on the genotype, ranging from a silent or mild carrier state to severe, transfusion-dependent or lethal disease. Management of patients with α-thalassemia is primarily supportive, addressing either symptoms (eg, RBC transfusions for anemia), complications of the disease, or its transfusion-dependence (eg, chelation therapy for iron overload). Several novel therapies are also in development, including curative gene manipulation techniques and disease modifying agents that target ineffective erythropoiesis and chronic hemolytic anemia. This review of α-thalassemia and its various manifestations provides practical information for clinicians who practice beyond those regions where it is found with high frequency.

α-地中海贫血症是一种遗传性血液疾病,其特征是α-球蛋白链合成减少,导致α和β球蛋白失衡,从而引起不同程度的红细胞生成障碍、红细胞存活率降低、慢性溶血性贫血以及随后的合并症。临床表现因基因型而异,从沉默或轻度携带状态到严重的输血依赖型或致死性疾病。对α地中海贫血患者的治疗主要是支持性治疗,主要针对症状(如输注红细胞治疗贫血)、疾病并发症或输血依赖性(如螯合疗法治疗铁过载)。一些新型疗法也在研发中,包括治疗性基因操作技术和针对无效红细胞生成和慢性溶血性贫血的疾病调节剂。这篇关于α-地中海贫血及其各种表现的综述为那些在α-地中海贫血高发地区以外执业的临床医生提供了实用信息。
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引用次数: 0
Iron deficiency anemia among women: An issue of health equity 妇女缺铁性贫血:健康公平问题。
IF 7.4 2区 医学 Q1 HEMATOLOGY Pub Date : 2024-03-01 DOI: 10.1016/j.blre.2023.101159
Grace H. Tang , Michelle Sholzberg

Iron deficiency is the most common and widespread nutritional deficiency in the world. For women, the risk of iron deficiency and iron deficiency anemia increases due to iron demands during pregnancy and regular iron losses due to menstruation during reproductive years. These interrelated conditions are of public health concern as they are highly prevalent, and the negative consequences such as chronic fatigue, cognitive impairment and poor quality of life are broad and multifaceted. People of low socioeconomic status are at higher risk of iron deficiency due to low intake of expensive iron-rich foods, and decreased access to healthcare. In this review, we applied a health equity lens to describe the current state of care for women with iron deficiency with or without anemia. We have highlighted several structural challenges that span from the laboratory diagnosis, inconsistent screening guidelines, and stigma associated with heavy menstrual bleeding, to treatment barriers.

缺铁是世界上最常见和最广泛的营养缺乏症。对妇女来说,缺铁和缺铁性贫血的风险增加是由于怀孕期间对铁的需求和育龄期月经造成的定期铁流失。这些相互关联的疾病非常普遍,引起公共卫生关注,其负面后果,如慢性疲劳、认知障碍和生活质量差是广泛和多方面的。社会经济地位较低的人缺铁的风险较高,因为他们摄入的昂贵富铁食物较少,获得医疗保健的机会较少。在这篇综述中,我们采用健康公平的视角来描述患有或不患有贫血的缺铁妇女的护理现状。我们强调了几个结构性挑战,从实验室诊断、不一致的筛查指南、与月经大量出血相关的耻辱感到治疗障碍。
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引用次数: 0
Idiopathic multicentric Castleman disease: An update in diagnosis and treatment advances 特发性多中心Castleman病:最新的诊断和治疗进展
IF 7.4 2区 医学 Q1 HEMATOLOGY Pub Date : 2024-03-01 DOI: 10.1016/j.blre.2023.101161
Evan Lang , Frits van Rhee

Idiopathic multicentric Castleman disease (iMCD) is a rare disease, and it is likely underdiagnosed because of the heterogeneity of clinical manifestations and laboratory findings. While the disease leads to significant morbidity and mortality, its causes are not yet fully elucidated. There have been significant advances in diagnosis and treatment of iMCD in the past decade, including the approval of the anti-IL-6 antibody siltuximab. In this review, we provide an update of the many new developments and publications surrounding iMCD.

特发性多中心Castleman病(iMCD)是一种罕见的疾病,由于临床表现和实验室结果的异质性,它可能被误诊。虽然这种疾病导致严重的发病率和死亡率,但其原因尚未完全阐明。在过去的十年里,iMCD的诊断和治疗取得了重大进展,包括抗il -6抗体siltuximab的批准。在这篇综述中,我们提供了许多关于iMCD的新发展和出版物的更新。
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引用次数: 0
Richter's transformation: Transforming the clinical landscape 里克特的转变改变临床格局
IF 7.4 2区 医学 Q1 HEMATOLOGY Pub Date : 2024-03-01 DOI: 10.1016/j.blre.2023.101163
A. Barrett , N. Appleby , H. Dreau , C.P. Fox , T. Munir , T.A. Eyre

Richter transformation (RT) represents an aggressive histological transformation from chronic lymphocytic leukaemia, most often to a large B cell lymphoma. It is characterised by chemo-resistance and subsequent short survival. Drug development has struggled over recent years in light of the aggressive kinetics of the disease, lack of pivotal registrational trials and relative rarity of the phenomenon. In this review we will highlight the diagnostic and therapeutic challenges of managing patients with RT as well as taking a look to the future therapeutic landscape. Highly active therapies developed across B cell malignancies are starting to impact this field, with T-cell activation therapies (CAR-T, bispecific antibodies), antibody-drug conjugates, and novel small molecule inhibitor combinations (e.g. BTKi-BCL2i) being actively studied. We will highlight the data supporting these developments and look to the studies to come to provide hope for patients suffering from this devastating disease.

里克特转化(RT)是慢性淋巴细胞白血病的一种侵袭性组织学转化,最常见的是向大 B 细胞淋巴瘤转化。其特点是对化疗产生抗药性,存活期短。鉴于该病的侵袭性、缺乏关键性注册试验以及相对罕见的现象,近年来的药物开发工作举步维艰。在本综述中,我们将重点介绍 RT 患者的诊断和治疗难题,并展望未来的治疗前景。针对 B 细胞恶性肿瘤开发的高活性疗法正开始对这一领域产生影响,T 细胞激活疗法(CAR-T、双特异性抗体)、抗体-药物共轭物和新型小分子抑制剂组合(如 BTKi-BCL2i)正得到积极研究。我们将重点介绍支持这些发展的数据,并期待未来的研究能为这种毁灭性疾病的患者带来希望。
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引用次数: 0
Immune deficiency/dysregulation -associated lymphoproliferative disorders. Revised classification and management 免疫缺陷/失调-相关淋巴组织增生性疾病。修订分类和管理
IF 7.4 2区 医学 Q1 HEMATOLOGY Pub Date : 2024-03-01 DOI: 10.1016/j.blre.2023.101167
Antonino Carbone , Amy Chadburn , Annunziata Gloghini , Emanuela Vaccher , Mark Bower

Significant advances in the field of lymphoma have resulted in two recent classification proposals, the International Consensus Classification (ICC) and the 5th edition WHO. A few entities are categorized differently in the ICC compared to the WHO. Nowhere is this more apparent than the immunodeficiency lymphoproliferative disorders. The three previous versions of the WHO classification (3rd, 4th and revised 4th editions) and the ICC focused on four clinical settings in which these lesions arise for primary categorization. In contrast the 2023 WHO 5th edition includes pathologic characteristics including morphology and viral status, in addition to clinical setting, as important information for lesion classification. In addition, the 2023 WHO recognizes a broader number of clinical scenarios in which these lesions arise, including not only traditional types of immune deficiency but also immune dysregulation. With this classification it is hoped that new treatment strategies will be developed leading to better patient outcomes.

淋巴瘤领域的重大进展导致最近提出了两个分类建议,即国际共识分类(ICC)和第五版世界卫生组织分类。与 WHO 相比,ICC 对一些实体的分类有所不同。最明显的莫过于免疫缺陷性淋巴组织增生性疾病。之前的三个版本的世卫组织分类(第 3 版、第 4 版和修订的第 4 版)和 ICC 主要针对出现这些病变的四种临床环境进行初步分类。相比之下,2023 年世卫组织第 5 版除了将临床环境作为病变分类的重要信息外,还将包括形态学和病毒状态在内的病理特征作为病变分类的重要信息。此外,2023 年版世卫组织认识到这些病变产生的临床情况更为广泛,不仅包括传统类型的免疫缺陷,还包括免疫失调。有了这种分类方法,我们希望能开发出新的治疗策略,从而为患者带来更好的治疗效果。
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引用次数: 0
Paroxysmal nocturnal hemoglobinuria: Review of the patient experience and treatment landscape 阵发性夜间血红蛋白尿:回顾患者的经验和治疗前景
IF 7.4 2区 医学 Q1 HEMATOLOGY Pub Date : 2024-03-01 DOI: 10.1016/j.blre.2023.101158
Anem Waheed , Jamile Shammo , David Dingli

Paroxysmal nocturnal hemoglobinuria (PNH) is a rare disorder caused by complement-mediated hemolysis and thrombosis through the alternative pathway. The most common symptom of PNH is fatigue due to chronic anemia, which can negatively impact quality of life (QoL) and affect overall well-being. The currently approved therapies for PNH significantly limit intravascular hemolysis (IVH) and reduce the risk of thrombosis; however, they are associated with an infusion schedule that can become burdensome, and not all patients experience complete disease control. Several new complement inhibitors are in development that address the need for convenient routes of administration and aim to provide better disease control. With the variety of new treatment options on the horizon, hematologic markers as well as QoL concerns, patient opinion, and lifestyle factors should be considered to choose the optimal PNH treatment for each specific patient.

阵发性夜间血红蛋白尿(PNH)是一种罕见的疾病,由补体介导的溶血和血栓通过替代途径引起。PNH最常见的症状是慢性贫血引起的疲劳,这会对生活质量(QoL)产生负面影响,影响整体健康。目前批准的PNH治疗可显著限制血管内溶血(IVH)并降低血栓形成风险,然而,它们与输注计划相关,可能变得负担沉重,并且并非所有患者都能完全控制疾病。几种新的补体抑制剂正在开发中,以满足方便给药途径的需要,并旨在提供更好的疾病控制。随着各种新的治疗方案的出现,血液学指标、生活质量、患者意见和生活方式因素应被考虑,以选择最佳的PNH治疗每个特定的患者。
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引用次数: 0
Contemporary tools for evaluation of hemostasis in neonates. Where are we and where are we headed? 评价新生儿止血的现代工具。我们在哪里,我们要去哪里?
IF 7.4 2区 医学 Q1 HEMATOLOGY Pub Date : 2024-03-01 DOI: 10.1016/j.blre.2023.101157
Rozeta Sokou , Stavroula Parastatidou , Aikaterini Konstantinidi , Andreas G. Tsantes , Nicoletta Iacovidou , Daniele Piovani , Stefanos Bonovas , Argirios E. Tsantes

The assessment of hemostatic disorders in neonates is crucial, but remains challenging for clinicians. Although the concept of developmental hemostasis is widely accepted among hemostasis specialists globally, it is probably under-recognized by clinicians and laboratory practitioners. In parallel with age-dependent hemostatic status maturation, comprehension of the differences between normal values is crucial for the accurate diagnosis of potential hemorrhagic and thrombotic disorders of the vulnerable neonatal population. This review outlines the basics of developmental hemostasis and the features of the available coagulation testing methods, with a focus on novel tools for evaluating the neonatal hemostatic profile. Common errors, issues, and pitfalls during the assessment of neonatal hemostasis are discussed, along with their impact on patient management. Current knowledge gaps and research areas are addressed. Further studying to improve our understanding of developmental hemostasis and its reflection on everyday clinical practice is warranted.

新生儿止血障碍的评估至关重要,但对临床医生来说仍然具有挑战性。尽管发育性止血的概念在全球止血专家中被广泛接受,但临床医生和实验室从业人员可能对其认识不足。随着年龄依赖性止血状态的成熟,理解正常值之间的差异对于准确诊断易受伤害的新生儿群体的潜在出血性和血栓性疾病至关重要。本文综述了发育性止血的基础知识和现有凝血检测方法的特点,重点介绍了评估新生儿止血情况的新工具。常见的错误,问题,并在新生儿止血评估陷阱讨论,随着他们对患者管理的影响。解决了当前的知识差距和研究领域。进一步的研究以提高我们对发育性止血的理解及其在日常临床实践中的反映是有必要的。
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引用次数: 0
Nothing short of a revolution: Novel extended half-life factor VIII replacement products and non-replacement agents reshape the treatment landscape in hemophilia A 不折不扣的革命:新型延长半衰期第八因子替代产品和非替代制剂重塑了 A 型血友病的治疗格局
IF 7.4 2区 医学 Q1 HEMATOLOGY Pub Date : 2024-03-01 DOI: 10.1016/j.blre.2023.101164
Hussien Ahmed H. Abdelgawad , Rachel Foster , Mario Otto

Hemophilia A, an X-linked genetic disorder, is characterized by a deficiency or dysfunction of clotting Factor VIII. The treatment landscape has substantially changed by introducing novel extended half-life factor VIII (EHL-FVIII) replacement therapies such as efanesoctocog Alfa and non-factor replacement therapy such as emicizumab. These agents signal a shift from treatments requiring multiple weekly infusions to advanced therapies with long half-lives, offering superior protection against bleeding and improving patient adherence and quality of life. While EHL-FVIII treatment might lead to inhibitor development in some patients, non-factor replacement therapy carries thrombotic risks. Therefore, ongoing research and the generation of robust clinical evidence remain vital to guide the selection of optimal and cost-effective first-line therapies for hemophilia A patients.

血友病 A 是一种 X 连锁遗传疾病,其特征是凝血因子 VIII 缺乏或功能障碍。通过引入新型延长半衰期因子 VIII(EHL-FVIII)替代疗法(如 efanesoctocog Alfa)和非因子替代疗法(如 emicizumab),治疗格局发生了重大变化。这些药物标志着从需要每周多次输注的治疗方法转变为具有长半衰期的先进疗法,从而提供更好的出血保护,并提高患者的依从性和生活质量。虽然 EHL-FVIII 治疗可能会导致某些患者出现抑制剂,但非因子替代疗法也存在血栓风险。因此,持续的研究和可靠的临床证据对于指导 A 型血友病患者选择最佳且经济有效的一线疗法仍然至关重要。
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引用次数: 0
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Blood Reviews
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