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Patients with Prior Cerebral Venous Sinus Thrombosis Presenting to the Emergency Department with Neurological Symptoms: The Yield of Neuroimaging. 先前脑静脉窦血栓形成的患者以神经系统症状出现在急诊科-神经影像学的结果
IF 1.1 4区 医学 Q3 HEMATOLOGY Pub Date : 2025-12-11 DOI: 10.1159/000549917
Evgeny Grishin, Ivan Budnik, Orly Efros, Omri Cohen, Gili Kenet, Sarina Levy-Mendelovich, Assaf Arie Barg

Introduction: Cerebral venous sinus thrombosis (CVST) is a rare but potentially life-threatening condition. Despite advances in diagnostic imaging and therapeutic strategies, data regarding risk factors for CVST progression among patients remain limited.

Methods: The retrospective cohort study aimed to evaluate the yield of neuroimaging and to assess risk factors for CVST progression among patients presenting to the emergency department (ED) after a prior CVST diagnosis. We collected data from the hospital's electronic medical records on patients diagnosed with CVST at our tertiary care center between January 2002 and April 2023. For patients who had subsequent ED visits related to their initial CVST diagnosis, data regarding demographics, clinical presentation, imaging outcomes, and alterations in therapeutic management were retrieved.

Results: Our initial cohort included 251 patients diagnosed with CVST. Of these, 107 (43%) patients returned to the ED with symptoms potentially related to CVST. Headache was the most common presenting symptom (59%), and imaging was performed in 71% of relevant ED visits. Thrombus progression was observed in only 6% of cases. No significant associations were found between demographic factors, clinical presentation, anticoagulation status, and neuroimaging findings. Among patients whose initial CVST diagnosis occurred more than 2 years prior to ED evaluation, only those with thrombophilia experienced thrombus progression.

Conclusions: Thrombus progression is a rare finding among patients with a history of CVST presenting to the ED with neurological complaints. Pediatric patients showed low rates of thrombotic worsening, suggesting a more judicious use of neuroimaging in this population. No significant risk factor was found to predict the risk of CVST progression.

脑静脉窦血栓形成(CVST)是一种罕见但可能危及生命的疾病。尽管在诊断成像和治疗策略方面取得了进展,但关于患者脑静脉窦血栓形成进展的危险因素的数据仍然有限。方法:回顾性队列研究旨在评估神经影像学的结果,并评估在先前诊断为CVST后就诊于急诊科(ED)的患者中CVST进展的危险因素。我们从2002年1月至2023年4月在我们三级护理中心诊断为CVST的患者的医院电子医疗记录中收集数据。对于与初始CVST诊断相关的后续急诊科就诊的患者,检索有关人口统计学、临床表现、影像学结果和治疗管理改变的数据。结果:我们的初始队列包括251例诊断为CVST的患者。其中,107名患者(43%)因症状可能与CVST相关而返回急诊科。头痛是最常见的表现症状(59%),71%的相关急诊科就诊进行了影像学检查。仅6%的病例观察到血栓进展。未发现人口学因素、临床表现、抗凝状态和神经影像学结果之间存在显著关联。在首次CVST诊断发生在ED评估前两年以上的患者中,只有那些有血栓的患者出现血栓进展。结论:在有CVST病史并伴有神经系统疾病的ED患者中,血栓进展是一种罕见的发现。儿科患者显示血栓恶化率低,提示在这一人群中更明智地使用神经影像学。没有发现明显的危险因素预测CVST进展的风险。
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引用次数: 0
Hemophagocytic Syndromes in Adults: Real-World Data on Mortality from a Tertiary Reference Center. 成人的噬血细胞综合征-来自三级参考中心的真实世界死亡率数据。
IF 1.1 4区 医学 Q3 HEMATOLOGY Pub Date : 2025-12-02 DOI: 10.1159/000549812
Tatiana Wojtovicova, Drahomir Aujesky, Joerg C Schefold, Michael Daskalakis, Hansjakob Furrer, Urban Novak, Thomas Pabst, Britta Maurer, Burkhard Möller, Roman Christian Abegglen, Aristomenis Exadaktylos, Annalisa Berzigotti, Yara Banz, Ulrike Bacher, Sacha S Zeerleder, Nicolas Bonadies, André Tichelli, Anne Angelillo-Scherrer, Alicia Rovó

Introduction: Hemophagocytic lymphohistiocytosis (HLH) is a rare, life-threatening condition characterized by excessive immune activation, cytokine storm, and aberrant macrophage function. Although HLH is well studied in children, data on adult HLH remain limited. Our primary goal was to examine in-hospital mortality and its associated risk factors in patients with HLH in a tertiary center.

Methods: This retrospective study at University Hospital Bern queried the hospital database using the i2b2 system to analyze adult HLH patients, assessing clinical, laboratory data, treatments, and outcomes according to the HLH-2004 criteria and Saint-Antoine score.

Results: From 845,846 patients seen in the hospital between 2014 and 2021, a cohort of 54 adult HLH patients was identified. The overall mortality rate was 40.7%. In univariate analysis, we found that deceased patients with HLH were significantly older than surviving patients (median age of 69.6 [range 22-83] vs. 52.5 [24-79] years old [p = 0.002]). Patients with HLH were significantly more likely to have cardiopulmonary and neurological complications, higher alkaline phosphatase levels, lower platelet counts, need platelet transfusions, and lower response rate to the HLH therapy. In multivariate analysis, age (HR 0.94; 95% CI 0.89-0.99; p = 0.024), cardiopulmonary (HR 7.045; 95% CI 1.28-38.66, p = 0.025), neurologic complications (HR 5.55; 95% CI 1.01-30.51; p = 0.04), and the requirement of platelet transfusions (HR 6.22; 95% CI 1.16-33.20; p = 0.032) were all independently associated with in-hospital mortality.

Conclusions: This study identifies risk factors whose early presence can be used to stratify management strategies and improve prognosis in patients with HLH.

噬血细胞性淋巴组织细胞增多症(HLH)是一种罕见的、危及生命的疾病,其特征是过度的免疫激活、细胞因子风暴和巨噬细胞功能异常。虽然儿童HLH的研究很好,但成人HLH的数据仍然有限。我们的主要目的是检查三级中心HLH患者的住院死亡率及其相关危险因素。从2014-2021年间在该医院就诊的845,846例患者中,确定了54例成人HLH患者。总死亡率为40.7%。在单变量分析中,我们发现死亡的HLH患者明显大于存活的患者(中位年龄为69.6岁(范围22-83岁)vs 52.5岁(24-79岁)(p= 0.002)。HLH患者更容易出现心肺和神经系统并发症,碱性磷酸酶水平较高,血小板计数较低,需要输血小板,对HLH治疗的反应率较低。在多因素分析中,年龄(HR 0.94, 95% CI 0.89-0.99, p= 0.024)、心肺(HR 7.045, 95% CI 1.28-38.66, p= 0.025)、神经系统并发症(HR 5.55, 95% CI 1.01-30.51, p= 0.04)、血小板输注需求(HR 6.22, 95% CI 1.16-33.20, p= 0.032)均与院内死亡率独立相关。本研究确定了早期存在的危险因素,可用于HLH患者的分层管理策略和改善预后。
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引用次数: 0
Minimal Clonal Plasma Cell Contamination of Peripheral Stem Cell Grafts Has an Adverse Prognostic Impact in Patients with Multiple Myeloma Undergoing Autologous Transplantation. 最小克隆浆细胞污染周围干细胞移植物对多发性骨髓瘤患者进行自体移植有不良的预后影响。
IF 1.1 4区 医学 Q3 HEMATOLOGY Pub Date : 2025-11-18 DOI: 10.1159/000548496
Yang Liu, Danyang Shao, Yingjun Chang, Yazhe Wang, Xuelin Dou, Nan Peng, Lei Wen, Fengrong Wang, Xiaojun Huang, Xiaodong Mo, Jin Lu

Introduction: The significance of autografts' contamination by clonal plasma cells on clinical outcome in newly diagnosed multiple myeloma (NDMM) remains controversial.

Methods: We retrospectively reviewed the clinical and laboratory data of NDMM patients who underwent autologous stem cell transplantation (ASCT) and had received graft minimal residual disease (gMRD) examination by multi-color flow cytometry.

Results: From January 2011 to December 2022, 250 NDMM patients with complete cytogenetic information, gMRD information, and who received ASCT as consolidation were enrolled. Multi-flow cytometry can achieve a median detection sensitivity of 0.004%, and gMRD positivity was 12.4% at a median level of 0.0160% (interquartile range, 0.0049%, 0.05394%). Its presence was correlated with response to induction treatment, with percentages of 2.65%, 12.94%, 28.89%, and 57.14% of patients achieving complete response, very good partial response, partial response, and minimal response/stable disease, respectively. gMRD (+) patients had a higher risk of not achieving bone marrow MRD negativity post-ASCT. After a median follow-up of 33.5 months for the whole cohort, patients in the gMRD (+) group had significantly worse progression-free survival (PFS) than those in the gMRD (-) group did (34.8 vs. 65.0 months, p = 0.001). Multivariable analysis revealed that gMRD (-) was independently predictive of better PFS (hazard ratio 0.464, 95% confidence interval: 0.274-0.785, p = 0.004). We found the significance of gMRD on PFS was in high-risk subgroups and in patients who achieved ≤ partial response prior to ASCT.

Conclusions: In conclusion, gMRD (+) was an independent risk factor for inferior progression-free survival, with the impact primarily affecting high-risk groups and patients who achieved ≤ partial response before ASCT.

自体移植物受克隆浆细胞污染对新诊断多发性骨髓瘤临床预后的影响尚存争议。方法回顾性分析新诊断的多发性骨髓瘤(NDMM)患者的临床和实验室资料,这些患者接受了自体干细胞移植(ASCT),并通过多色流式细胞术进行了移植物微小残留病(gMRD)检查。结果2011年1月至2022年12月,纳入细胞遗传学信息完整、gMRD信息完整、接受自体干细胞移植(ASCT)巩固治疗的NDMM患者250例。多流式细胞术的中位检测灵敏度为0.004%,gMRD阳性率为12.4%,中位水平为0.0160% (IQR, 0.0049%, 0.05394%)。其存在与诱导治疗应答相关,分别有2.65%、12.94%、28.89%和57.14%的患者达到完全应答、非常好的部分应答、部分应答和最小应答/病情稳定。gMRD(+)患者asct后未达到骨髓MRD阴性的风险更高。在整个队列的中位随访33.5个月后,gMRD(+)组患者的PFS明显差于gMRD(-)组(34.8个月对65.0个月,P = 0.001)。多变量分析显示,gMRD(-)可独立预测较好的PFS (HR 0.464, 95%CI: 0.274-0.785, P = 0.004)。我们发现gMRD对PFS的影响是在高危亚组和ASCT前达到≤部分缓解的患者中。总之,gMRD(+)是不良无进展生存期的独立危险因素,主要影响高危人群和ASCT前达到≤部分缓解的患者。
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引用次数: 0
Imatinib Treatment in Primary Acute Basophilic Leukemia with FIP1L1-PDGFRα Rearrangement: A Case Report. 伊马替尼治疗原发性急性嗜碱性白血病伴FIP1L1-PDGFRα重排1例
IF 1.1 4区 医学 Q3 HEMATOLOGY Pub Date : 2025-11-14 DOI: 10.1159/000549406
Jichao Wu, Jiefang Li, Jun Yin, Die Huang, Jingxing Yi, Yu Lei, Qixing Guo, Zewen Zhang

Introduction: Acute basophilic leukemia (ABL) is a rare form of acute leukemia, characterized by a high number of immature basophils in the blood. It is clinically associated with skin infiltration, organ enlargement, osteolytic lesions, and symptoms of histamine excess, with rapid progression and poor prognosis. Due to its rarity and the lack of specialized diagnostic tests, there is no universally accepted diagnostic standard.

Case presentations: We report a rare case of ABL, which advances our understanding of the clinical manifestations and pathological mechanisms of the disease. The patient presented with symptoms indicative of hyperhistaminemia, and the diagnosis was confirmed through molecular testing, specifically detecting the FIP1L1::PDGFRA fusion gene. Detailed analysis of this case helped identify early symptoms and highlighted the relevance of hyperhistaminemia in ABL's clinical presentation.

Conclusion: The patient successfully achieved a complete response to treatment and remained relapse-free during an 18-month follow-up. This case underscores the importance of accurate and timely diagnosis and individualized treatment, and it provides valuable insights for managing similar cases of ABL.

急性嗜碱性粒细胞白血病(ABL)是一种罕见的急性白血病,外周血中未成熟的嗜碱性粒细胞数量升高。临床表现为皮肤浸润、脏器肿大、溶骨病变、组胺水平升高及症状,进展迅速,预后差。由于其罕见和缺乏专门的诊断测试,没有一致的诊断标准。本文报道1例罕见的急性嗜碱性粒细胞白血病,不仅加深了我们对急性嗜碱性粒细胞白血病的临床表现和病理机制的认识,而且强调了准确诊断和个体化治疗的重要性。本病例的详细分析有助于识别ABL的早期症状,特别是与高组胺血症的临床表现的相关性。同时,FIP1L1::PDGFRA融合基因检测结果有力地支持了ABL分子诊断的应用。此外,患者对治疗完全有效,随访一年半无复发,为类似病例的治疗策略提供了有价值的见解。
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引用次数: 0
Discrepancies in Treatment Goals and Concerns Regarding Disease Management between Patients with Myeloproliferative Neoplasms and Hematologists in China: Analysis from a Multicenter Cross-Sectional Survey. 中国骨髓增殖性肿瘤患者和血液科医生在治疗目标和疾病管理方面的差异:来自多中心横断面调查的分析
IF 1.1 4区 医学 Q3 HEMATOLOGY Pub Date : 2025-10-21 DOI: 10.1159/000547173
Junling Zhuang, Hongxia Shi, Xiaoli Liu, Minghui Duan, Xin Du, Ling Qin, Wuhan Hui, Rong Liang, Meifang Wang, Ye Chen, Dongyun Li, Wei Yang, Gusheng Tang, Weihua Zhang, Xia Kuang, Wei Su, Yanqiu Han, Xialu Lan, Limei Chen, Jihong Xu, Zhuogang Liu, Jian Huang, Chunting Zhao, Hongyan Tong, Jianda Hu, Chunyan Chen, Xiequn Chen, Zhijian Xiao, Qian Jiang

Introduction: This study was aimed to identify the discrepancies in treatment goals and concerns regarding disease management between patients with myeloproliferative neoplasms (MPNs) and hematologists.

Methods: A study was conducted among patients with MPNs, including polycythemia vera (PV), essential thrombocythemia (ET), and myelofibrosis (MF), and hematologists in China.

Results: Data from 1,645 respondents with ET, PV, and MF and 715 hematologist respondents were analyzed. Cure of disease and healthy blood counts as treatment goals were reported more by almost half of the respondents with MPNs than by hematologists. However, prevention of thrombotic events, delayed transformation of disease, improvement of symptoms and better quality of life, and reduction in spleen size were less reported by respondents with MPNs than by hematologists. In multivariate analyses, education, comorbidities, symptom burden, disease duration, and annual out-of-pocket expenses for treatment were significantly associated with the treatment goals of respondents with MPNs. However, female physicians and senior professors paid more attention to these goals. Regarding concerns on MPN-related issues, more respondents with MPNs paid more attention to disease knowledge and restrictions in daily life compared to hematologists, whereas the majority of physicians attached importance to medication-related issues.

Conclusion: The perceptions of patients with MPNs and hematologists differed in terms of treatment goals and concerns of management of MPNs. Sociodemographic and clinical variables were associated with the respondents' perspectives on MPNs. Therefore, sufficient patient-physician communication is suggested to improve treatment satisfaction and compliance.

简介:本研究旨在确定骨髓增生性肿瘤(mpn)患者和血液学家在治疗目标和疾病管理方面的差异。方法:对真性红细胞增多症(PV)、原发性血小板增多症(ET)和骨髓纤维化(MF)等mpn患者和中国血液科医生进行研究。结果:分析了1,645名ET、PV和MF患者以及715名血液学专家的数据。几乎一半的mpn患者比血液科医生更倾向于将疾病治愈和健康血液计数作为治疗目标。然而,与血液科医生相比,mpn患者报告的预防血栓事件、延迟疾病转化、改善症状和改善生活质量以及脾脏体积缩小的情况较少。在多变量分析中,教育程度、合并症、症状负担、疾病持续时间和每年自费治疗费用与mpn受访者的治疗目标显著相关。然而,女医师和资深教授更重视这些目标。在对mpn相关问题的关注方面,与血液科医师相比,更多mpn受访者更关注日常生活中的疾病知识和限制,而大多数内科医生更重视药物相关问题。结论:mpn患者与血液科医师对mpn的治疗目标和管理关注点存在差异。社会人口学和临床变量与受访者对mpn的看法有关。因此,建议充分的医患沟通,以提高治疗满意度和依从性。
{"title":"Discrepancies in Treatment Goals and Concerns Regarding Disease Management between Patients with Myeloproliferative Neoplasms and Hematologists in China: Analysis from a Multicenter Cross-Sectional Survey.","authors":"Junling Zhuang, Hongxia Shi, Xiaoli Liu, Minghui Duan, Xin Du, Ling Qin, Wuhan Hui, Rong Liang, Meifang Wang, Ye Chen, Dongyun Li, Wei Yang, Gusheng Tang, Weihua Zhang, Xia Kuang, Wei Su, Yanqiu Han, Xialu Lan, Limei Chen, Jihong Xu, Zhuogang Liu, Jian Huang, Chunting Zhao, Hongyan Tong, Jianda Hu, Chunyan Chen, Xiequn Chen, Zhijian Xiao, Qian Jiang","doi":"10.1159/000547173","DOIUrl":"https://doi.org/10.1159/000547173","url":null,"abstract":"<p><strong>Introduction: </strong>This study was aimed to identify the discrepancies in treatment goals and concerns regarding disease management between patients with myeloproliferative neoplasms (MPNs) and hematologists.</p><p><strong>Methods: </strong>A study was conducted among patients with MPNs, including polycythemia vera (PV), essential thrombocythemia (ET), and myelofibrosis (MF), and hematologists in China.</p><p><strong>Results: </strong>Data from 1,645 respondents with ET, PV, and MF and 715 hematologist respondents were analyzed. Cure of disease and healthy blood counts as treatment goals were reported more by almost half of the respondents with MPNs than by hematologists. However, prevention of thrombotic events, delayed transformation of disease, improvement of symptoms and better quality of life, and reduction in spleen size were less reported by respondents with MPNs than by hematologists. In multivariate analyses, education, comorbidities, symptom burden, disease duration, and annual out-of-pocket expenses for treatment were significantly associated with the treatment goals of respondents with MPNs. However, female physicians and senior professors paid more attention to these goals. Regarding concerns on MPN-related issues, more respondents with MPNs paid more attention to disease knowledge and restrictions in daily life compared to hematologists, whereas the majority of physicians attached importance to medication-related issues.</p><p><strong>Conclusion: </strong>The perceptions of patients with MPNs and hematologists differed in terms of treatment goals and concerns of management of MPNs. Sociodemographic and clinical variables were associated with the respondents' perspectives on MPNs. Therefore, sufficient patient-physician communication is suggested to improve treatment satisfaction and compliance.</p>","PeriodicalId":6981,"journal":{"name":"Acta Haematologica","volume":" ","pages":"1-11"},"PeriodicalIF":1.1,"publicationDate":"2025-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145342471","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
The Causal Relationship between Lipid Metabolites and Multiple Myeloma Risk: A Mendelian Randomization Study. 脂质代谢物与多发性骨髓瘤风险的因果关系:一项孟德尔随机研究。
IF 1.1 4区 医学 Q3 HEMATOLOGY Pub Date : 2025-10-16 DOI: 10.1159/000548566
Jian Tao, Ling Wang, Zheyun Gu

Introduction: Research has demonstrated a potential link between lipid metabolites and multiple myeloma (MM); however, the causal relationship remains uncertain. This Mendelian randomization (MR) study aimed to explore the potential causal relationship between lipid metabolites and MM.

Methods: In this study, data on lipid metabolites were obtained from a genome-wide association study of metabolites in blood samples from 7,824 Europeans. Genetic information related to MM came from the UK Biobank database, encompassing 601 patients with MM and 372,016 control samples. In this MR analysis, inverse-variance weighted method was used as the primary analysis method; MR-Egger and weighted median were employed as complementary approaches. Sensitivity analyses were conducted using the Cochran Q test, MR-Egger intercept, MR-PRESSO, and leave-one-out analysis.

Results: A total of 121 human lipid metabolites were analyzed in this MR study. The analysis result revealed that 1-docosahexaenoyl-glycerophosphocholine (odds ratio [OR] = 1.0059, 95% confidence interval [CI] 1.0043-1.0076, p < 0.01, FDR = 0.12), tetradecanedioate (OR = 1.0007, 95% CI: 1-1.0013, p = 0.0498, FDR = 0.23), and X-12990-docosapentaenoic acid (OR = 1.0029, 95% CI: 1.0015-1.0044, p < 0.01, FDR = 0.15) were linked to an increased risk of MM. As for palmitoleate (OR = 0.9972, 95% CI: 0.9947-0.9997, p = 0.0299, FDR = 0.19), a nominal inverse association was observed. None of these associations reached statistical significance after FDR correction (all FDR >0.05). Sensitivity analyses verified the robustness of these nominally significant results.

Conclusion: Genetic evidence demonstrated nominal associations of 1-docosahexaenoyl-sn-glycero-3-phosphocholine, tetradecanedioate, X-12990-eicosapentaenoic acid, and palmitoleate with MM risk, though these did not survive FDR correction. While these findings suggest potential metabolic pathways in MM pathogenesis, further validation is required before considering these compounds as biomarkers for clinical screening or drug target selection.

研究表明脂质代谢物与多发性骨髓瘤(MM)之间存在潜在联系;然而,因果关系仍然不确定。这项孟德尔随机化(MR)研究旨在探讨脂质代谢物与mm之间的潜在因果关系。方法:在这项研究中,脂质代谢物的数据来自7824名欧洲人血液样本的全基因组关联研究。与MM相关的遗传信息来自UK Biobank数据库,包括601例MM患者和372016例对照样本。在MR分析中,采用反方差加权法作为主要分析方法;采用MR Egger和加权中位数作为补充方法。采用Cochran Q检验、MR-Egger截距、MR-PRESSO和留一分析进行敏感性分析。结果:本MR研究共分析了121种人脂质代谢物。分析结果显示,1-docosahexaenoyl-glycerophosphocholine(比值比(或)= 1.0059,95%可信区间(CI) 1.0043 - -1.0076, P < 0.01,罗斯福= 0.12),tetradecanedioate (OR = 1.0007, 95% CI 1 - 1.0013, P = 0.0498,罗斯福= 0.23),和x - 12990 docosapentaenoic酸(OR = 1.0029, 95% CI 1.0015 - -1.0044, P < 0.01,罗斯福= 0.15)的风险增加有关毫米。至于palmitoleate (OR = 0.9972, 95% CI 0.9947 - -0.9997, P = 0.0299,罗斯福= 0.19),观察到名义上的负相关。经FDR校正后,这些相关性均无统计学意义(均为FDR 0.05)。敏感性分析验证了这些名义上显著的结果的稳健性。结论:遗传证据表明,1-二十二碳六烯醇-sn-甘油-3-磷酸胆碱、十四烯二酸、x -12990-二十碳五烯酸和棕榈油酸与MM风险有一定的关联,尽管这些都没有在罗斯福总统的纠正中幸存下来。虽然这些发现提示了MM发病机制中潜在的代谢途径,但在考虑将这些化合物作为临床筛选或药物靶点选择的生物标志物之前,还需要进一步验证。
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引用次数: 0
Artificial Intelligence in Haematologic Diagnostics: Current Applications and Future Perspectives. 血液学诊断中的人工智能:当前应用和未来展望。
IF 1.1 4区 医学 Q3 HEMATOLOGY Pub Date : 2025-10-10 DOI: 10.1159/000548753
Annatina Sarah Schnegg-Kaufmann, Ulrike Bacher, Alicia Rovó, Martin Andres, Gertrud Wiedemann, Naomi Porret, Bijan Moshaver, Nicolas Kaufmann, Joëlle Tchinda, Sara C Meyer, Anne Angelillo-Scherrer

Background: Clinical researchers and laboratory specialists are striving to explore artificial intelligence (AI) to facilitate and optimize haematological diagnostics in response to the growing demand for more efficient and accurate diagnoses.

Summary: This review summarizes current approaches integrating AI into blood and bone marrow cytomorphology, flow cytometry (FC), genetics, and haemostasis. Efforts include automated cell differentiation in peripheral blood and bone marrow aspirates, algorithms for identifying causes of anaemia, tools for rapid diagnosis of acute leukaemia, and other haematological entities. AI in FC may reduce subjectivity and variability, while in genomics, machine learning is increasingly implemented for processing high-throughput sequencing data and may enable automated detection of karyotypes in the future. In haemostasis, AI allows for automation in quality control, the establishment of personalized reference ranges, and potentially automated result interpretation. AI has, however, limitations such as cross-platform compatibility and often lacks sufficient validation. Ethical concerns include risks of bias and regulations are lagging behind the rapid developments.

Key messages: AI shows promise for automating and improving many steps in haematological diagnostics, though final interpretation still needs expert haematologists.

临床研究人员和实验室专家正在努力探索人工智能(AI),以促进和优化血液学诊断,以满足对更有效和准确诊断日益增长的需求。本文综述了目前将人工智能与血液和骨髓细胞形态学、流式细胞术(FC)、遗传学和止血相结合的方法。这些努力包括在外周血和骨髓抽吸物中自动细胞分化、识别贫血原因的算法、急性白血病和其他血液学实体的快速诊断工具。人工智能在FC中可以减少主观性和可变性,而在基因组学中,机器学习(ML)越来越多地用于处理高通量测序数据,并可能在未来实现核型的自动检测。在止血方面,人工智能允许自动化质量控制,建立个性化参考范围,以及潜在的自动化结果解释。然而,人工智能具有跨平台兼容性等局限性,并且通常缺乏足够的验证。伦理方面的担忧包括偏见风险,监管落后于快速发展。尽管如此,人工智能显示出自动化和改进血液学诊断许多步骤的希望,尽管最终的解释仍然需要血液学专家。
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引用次数: 0
Establishment and Evaluation of Prognostic Prediction Model for Diffuse Large B-Cell Lymphoma Patients Based on International Prognostic Index and FAT4, TP53 Mutation. 基于国际预后指数和FAT4、TP53突变的弥漫性大b细胞淋巴瘤患者预后预测模型的建立与评价
IF 1.1 4区 医学 Q3 HEMATOLOGY Pub Date : 2025-10-02 DOI: 10.1159/000548543
Letian Shao, Zhen Kou, Renaguli Abulaiti, Qiping Shi, Xiaolong Qi, Zengsheng Wang, Shunsheng Zhai, Li An, Qin Huang, Guzailinuer Wufuer, Yan Li

Introduction: Diffuse large B-cell lymphoma (DLBCL) is a common type of non-Hodgkin lymphoma with clinical and genetic heterogeneity, resulting in significant differences in patient prognosis.

Methods: High-throughput sequencing was performed on 155 newly diagnosed DLBCL patients, and 12 genes with high mutation rates related to DLBCL were selected. Cox regression analysis was used to determine prognostic factors associated with progression-free survival (PFS) and overall survival (OS) in patients. A new prognostic model was established based on these factors, and its performance was validated using the concordance index (C-index), receiver operating characteristic curve, and calibration curve. Clinical utility was evaluated using decision curve analysis (DCA).

Results: Multivariable Cox regression analysis showed that the prognostic factors for PFS and OS in DLBCL patients were IPI, FAT4 mutation, and TP53 mutation, leading to the development of the final prognostic model (FAT4-TP53-IPI model). The FAT4-TP53-IPI model demonstrated better discriminative ability than the IPI model, as indicated by the C-index. The calibration curve showed good discriminatory ability and accuracy, and DCA confirmed the clinical value of the FAT4-TP53-IPI model. Based on the cutoff values obtained from the FAT4-TP53-IPI model, patients were divided into two different risk groups, and survival analysis for PFS and OS demonstrated significantly worse prognosis in the high-risk group compared to the low-risk group (p < 0.01).

Conclusion: This study demonstrates that integrating genetic mutation status enhances the prognostic value of the IPI scoring system. Our model may serve as a valuable tool for predicting the prognosis of DLBCL patients receiving rituximab-based immunotherapy.

弥漫性大b细胞淋巴瘤(DLBCL)是一种常见的非霍奇金淋巴瘤,具有临床和遗传异质性,导致患者预后存在显著差异。本研究回顾性分析我院收治的155例DLBCL患者的相关资料。采用单因素和进一步的多因素COX分析来确定与DLBCL患者无进展生存期(PFS)和总生存期(OS)相关的独立预后因素。采用受试者工作特征曲线(ROC)和决策曲线分析(DCA)评价风险预测模型的预测性能和临床应用价值。使用校准图评估实际和预测事件率之间的一致性,并使用自举重采样进行验证。结果表明,将FAT4突变和TP53突变整合到FAT4-TP53-IPI模型中可以提高IPI评分系统的预后价值。
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引用次数: 0
Ponatinib Monotherapy in Adult Patients with Relapsed or Refractory Philadelphia-Positive Acute Lymphoblastic Leukemia: A Real-World Retrospective Analysis Including Measurable Residual Disease Relapse. 波纳替尼单药治疗复发或难治性费城阳性急性淋巴细胞白血病成人患者:包括MRD复发的真实世界回顾性分析
IF 1.1 4区 医学 Q3 HEMATOLOGY Pub Date : 2025-10-02 DOI: 10.1159/000548544
Kyoung Il Min, Daehun Kwag, Gi June Min, Sung-Soo Park, Silvia Park, Sung-Eun Lee, Byung-Sik Cho, Ki-Seong Eom, Yoo-Jin Kim, Hee-Je Kim, Chang-Ki Min, Seok-Goo Cho, Jae-Ho Yoon

Introduction: The treatment of relapsed or refractory (R/R) Philadelphia chromosome (Ph)-positive acute lymphoblastic leukemia (ALL) remains challenging after failure to several tyrosine kinase inhibitors. This study evaluated the clinical outcomes of ponatinib in a real-world cohort with R/R Ph-positive ALL, including those treated at the stage of measurable residual disease (MRD) relapse.

Methods: We retrospectively analyzed 79 adults with R/R Ph-positive ALL treated with ponatinib monotherapy. At the start of treatment, 55 patients (69.6%) were in hematologic relapse, while 24 (30.4%) were in MRD relapse. We evaluated complete remission (CR) rate, MRD response, survival outcomes, and predictors of response and survival according to various clinical and genetic parameters.

Results: CR was achieved in 48 (60.7%) patients, and 22 of 46 with MRD data (47.8%) achieved complete molecular response. Ponatinib initiation at MRD relapse was associated with higher odds of better molecular response. In multivariate analysis, age under 60 and MRD response better than major molecular response were linked to improved overall survival (OS). However, 2-year OS remained poor at 29.5% (95% CI: 18.9-40.9%). Allo-HCT was performed in 38 patients (48.1%), with a 2-year post-transplant OS of 29.1% (95% CI: 12.9-47.6%). Prior allo-HCT was associated with inferior OS and disease-free survival.

Conclusion: Ponatinib achieved an acceptable CR rate and MRD response in R/R Ph-positive ALL, but long-term survival remained poor despite allo-HCT. These results support earlier use of ponatinib in the salvage setting and highlight the need for combination strategies to overcome the limited durability of monotherapy in patients with R/R Ph-positive ALL.

在几种酪氨酸激酶抑制剂治疗失败后,复发或难治性(R/R)费城染色体(Ph)阳性急性淋巴细胞白血病(ALL)的治疗仍然具有挑战性。本研究评估了ponatinib在现实世界R/R ph阳性ALL患者中的临床结果,包括那些在可测量残余疾病(MRD)复发阶段治疗的患者。方法:我们回顾性分析了79例接受波纳替尼单药治疗的R/R ph阳性ALL成人患者。治疗开始时,55例(69.6%)患者血液学复发,24例(30.4%)患者MRD复发。我们根据各种临床和遗传参数评估了CR率、MRD反应、生存结果以及反应和生存的预测因素。结果:48例(60.7%)患者获得CR, 46例MRD数据中22例(47.8%)获得CMR。在MRD复发时开始使用波纳替尼与更好的分子反应的可能性较高相关。在多变量分析中,年龄在60岁以下和MRD反应优于MMR与改善的OS相关。然而,2年OS仍然很差,为29.5% (95% CI: 18.9-40.9%)。38例患者(48.1%)接受了Allo-HCT,移植后2年OS为29.1% (95% CI: 12.9-47.6%)。先前的alloo - hct与较差的OS和DFS相关。结论:Ponatinib在R/R ph阳性ALL中获得了可接受的CR率和MRD反应,但尽管进行了ALL - hct,长期生存率仍然很差。这些结果支持早期在抢救环境中使用ponatinib,并强调需要联合策略来克服R/R ph阳性ALL患者单药治疗的有限持久性。
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引用次数: 0
Real World Experience of Azacitidine + Venetoclax in Acute Myeloid Leukemia Rigorously Following Management Guidelines from Clinical Trial. 阿扎胞苷+ Venetoclax治疗AML的真实世界经验严格遵循临床试验的管理指南。
IF 1.1 4区 医学 Q3 HEMATOLOGY Pub Date : 2025-09-29 DOI: 10.1159/000548334
Bochra Sedaki, Alexandre Iat, Sami Benachour, Michael Loschi, Karine Risso, Ghada Abichou, Corinne Ferrero-Vacher, Neila De Pooter, Joy Mouanes-Abelin, Berengere Dadone-Montaudie, Thomas Cluzeau

Introduction: Azacitidine + venetoclax is a new standard of care for acute myeloid leukemia not eligible for intensive chemotherapy. This combination is associated with hematological toxicities and some drug interactions. Real-world studies have shown a decrease in results and outcomes when compared to the VIALE-A study.

Methods: We report here our single-center experience using AZA + VEN, rigorously following management guidelines from the VIALE-A study, applied to a real-life population.

Results: Forty-two AML patients were analyzed. The complete remission (CR)/CR with incomplete recovery (CRi)/MLFS rate was 73.8% after 1 cycle with 51% CR/CRi and 80.9% after 2 cycles. Median overall survival was 18 months (95% CI, 10.3-25.7). Our retrospective study showed that rigorous use of AZA + VEN in a real-world setting was associated with results close to clinical trial observations.

Conclusion: We showed the need to rigorously follow AZA+VEN dosage but also toxicity guidelines and practice recommendations edited in the clinical trial even in the real world.

阿扎胞苷+ venetoclax是急性髓系白血病不适合强化化疗的新标准治疗方案。这种组合与血液毒性和某些药物相互作用有关。现实世界的研究表明,与VIALE-A研究相比,结果和结果有所下降。我们在此报告我们使用AZA + VEN的单中心经验,严格遵循VIALE-A研究的管理指南,应用于现实生活中的人群。对42例AML患者进行分析。1个疗程后CR/CRi/MLFS为73.8%,2个疗程后CR/CRi为51%,MLFS为809%。中位总生存期为18个月[95% CI, 10.3-25.7]。我们的回顾性研究表明,在现实环境中严格使用AZA + VEN与临床试验观察结果接近。我们展示了严格遵循AZA+VEN剂量的必要性,以及在临床试验中编辑的毒性指南和实践建议,即使在现实世界中也是如此。
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引用次数: 0
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Acta Haematologica
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