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Machine learning mortality prediction model for cyclosporine therapy in pediatric aplastic anemia 儿童再生障碍性贫血环孢素治疗的机器学习死亡率预测模型
IF 2.4 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-01-31 DOI: 10.1007/s00277-026-06842-3
Xianhao Wen, Li Xiao, Danni Li, Meiling Liao, Yuye Liu, Qihui Liu, Xianmin Guan, Ying Dou, Ziyu Hua

The outcomes of children with aplastic anemia receiving cyclosporine monotherapy vary significantly in terms of mortality risk; therefore, a prognostic model for predicting mortality risk was constructed to optimize risk-stratified treatment strategies. This retrospective cohort study included children with acquired AA receiving cyclosporine-based immunosuppression, stratified by disease severity (vSAA/SAA/NSAA) and randomly split into training (70%) and validation (30%) cohorts. Ten machine learning models were developed; hyperparameters were optimized via grid search with 10-fold cross-validation exclusively within the training cohort to prevent data leakage. Model performance was evaluated using area under the ROC curve (AUC), accuracy, recall, specificity, precision, F1 score, and Brier score. Decision curve analysis (DCA) quantified clinical net benefit. The calibration curve was used to evaluate the reliability of the predicted probabilities. The SHapley Additive exPlanations (SHAP) framework was used to interpret feature contributions and ensure model transparency. Least absolute shrinkage and selection operator (LASSO) regression on the training cohort identified 5 predictors: reticulocyte count (RC), platelet count (PLT), disease subtype (vSAA/SAA/NSAA), total bilirubin (TB), and bone marrow myeloid proportion. The CatBoost model achieved the highest performance: AUC 0.834 (95% CI: 0.774–0.895) in training and 0.826 (95% CI: 0.743–0.910) in validation, with acceptable calibration (Brier score: 0.206 in training cohort, 0.207 in validation cohort). SHAP analysis confirmed RC as the top contributor, with lower RC values associated with higher predicted mortality risk. The CatBoost model demonstrates robust performance and transparency for predicting mortality risk in children with AA after cyclosporine treatment. Adherence to TRIPOD + AI guidelines ensures methodological rigor, supporting its potential as a clinical decision tool to stratify patients into distinct mortality risk groups and optimize individualized treatment strategies.

再生障碍性贫血儿童接受环孢素单药治疗的结果在死亡风险方面存在显著差异;因此,我们构建了预测死亡风险的预后模型,以优化风险分层治疗策略。本回顾性队列研究纳入接受环孢素免疫抑制的获得性AA患儿,按疾病严重程度(vSAA/SAA/NSAA)分层,随机分为训练(70%)和验证(30%)队列。开发了10个机器学习模型;通过网格搜索优化超参数,并在训练队列中进行10倍交叉验证,以防止数据泄漏。采用ROC曲线下面积(AUC)、准确率、召回率、特异性、精确度、F1评分和Brier评分来评价模型的性能。决策曲线分析(DCA)量化临床净收益。用标定曲线评价预测概率的可靠性。SHapley加性解释(SHAP)框架用于解释特征贡献并确保模型透明度。训练队列的最小绝对收缩和选择算子(LASSO)回归确定了5个预测因子:网织红细胞计数(RC)、血小板计数(PLT)、疾病亚型(vSAA/SAA/NSAA)、总胆红素(TB)和骨髓比例。CatBoost模型获得了最高的性能:训练中的AUC为0.834 (95% CI: 0.774-0.895),验证中的AUC为0.826 (95% CI: 0.743-0.910),校准可接受(训练队列中的Brier评分为0.206,验证队列中的Brier评分为0.207)。SHAP分析证实RC是最大贡献者,较低的RC值与较高的预测死亡风险相关。CatBoost模型在预测AA患儿环孢素治疗后的死亡风险方面表现出稳健的性能和透明度。遵守TRIPOD + AI指南可确保方法的严密性,支持其作为临床决策工具的潜力,将患者划分为不同的死亡风险组并优化个性化治疗策略。
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引用次数: 0
Next-generation Bruton’s tyrosine kinase inhibitors for chronic lymphocytic leukemia-associated membranoproliferative glomerulonephritis: a case report 新一代布鲁顿酪氨酸激酶抑制剂治疗慢性淋巴细胞白血病相关膜增生性肾小球肾炎1例报告
IF 2.4 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-01-30 DOI: 10.1007/s00277-026-06730-w
Li Chen, Yuting Huang, Jing Xu, Sinian Huang, Qianying Zhang, Fanli Hua, Xiaoxia Pan, Jian-Qing Mi

Renal involvement in chronic lymphocytic leukemia (CLL) is uncommon but can lead to significant morbidity. Membranoproliferative glomerulonephritis (MPGN) is among the most frequently reported glomerular lesions associated with CLL and may presents with nephrotic syndrome. Early recognition of the association between renal lesions and CLL is crucial for guiding treatment and improving both renal and hematologic outcomes. We report two biopsy-proven cases of CLL-associated MPGN successfully treated with next-generation Bruton’s tyrosine kinase inhibitors (BTKis). Both patients presented with nephrotic-range proteinuria. In Case 1, the patient exhibited monoclonal IgG-κ gammopathy and isolated low serum C3, suggestive of complement-mediated injury without direct immunoglobulin deposition. He achieved sustained hematologic and renal remission with orelabrutinib following early discontinuation of rituximab–chlorambucil due to infection. In Case 2, renal biopsy showed interstitial infiltration by CLL cells and immune complex deposition, supporting a leukemic infiltration and immune-complex mediated mechanism. Zanubrutinib led to clinical improvement, and rituximab was later added to further reduce proteinuria. These cases underscore the critical role of kidney biopsy in clarifying diagnosis and underlying mechanisms. In this case series, the treatment regimen centered on next-generation BTKis enabled patients to achieve concurrent favorable renal and hematologic remission with good tolerability.

慢性淋巴细胞白血病(CLL)肾脏受累并不常见,但可导致显著的发病率。膜增生性肾小球肾炎(MPGN)是最常报道的与CLL相关的肾小球病变之一,可能表现为肾病综合征。早期识别肾脏病变与CLL之间的关系对于指导治疗和改善肾脏和血液学预后至关重要。我们报告了两例活检证实的cll相关MPGN病例,成功地用下一代布鲁顿酪氨酸激酶抑制剂(BTKis)治疗。两例患者均表现为肾范围蛋白尿。在病例1中,患者表现出单克隆IgG-κ γ病和孤立的低血清C3,提示补体介导的损伤,没有直接的免疫球蛋白沉积。他在早期因感染停用利妥昔单抗-氯霉素后,使用奥瑞鲁替尼实现了持续的血液学和肾脏缓解。病例2,肾活检显示间质有CLL细胞浸润和免疫复合物沉积,支持白血病浸润和免疫复合物介导的机制。扎努鲁替尼导致临床改善,随后加入利妥昔单抗进一步减少蛋白尿。这些病例强调了肾活检在明确诊断和潜在机制中的关键作用。在这个病例系列中,以下一代BTKis为中心的治疗方案使患者同时获得良好的肾脏和血液缓解,并具有良好的耐受性。
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引用次数: 0
Hemophagocytic lymphohistiocytosis associated with extranodal NK/T cell lymphoma, nasal type or aggressive NK cell leukemia: a retrospective multicenter study of Jiangsu Cooperative Lymphoma Group (JCLG) 与结外NK/T细胞淋巴瘤、鼻型或侵袭性NK细胞白血病相关的噬血细胞淋巴组织细胞增多症:江苏合作淋巴瘤组(JCLG)的回顾性多中心研究
IF 2.4 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-01-30 DOI: 10.1007/s00277-026-06847-y
Yongle Li, Yanping Liu, Yilian Yang, Zihan Liang, Yi Xia, Ling Gao, Jingxin Zhou, Bingzong Li, Chunling Wang, Liang Yu, Miao Sun, Yuqing Miao, Haiwen Ni, Xiaoyan Xie, Yunping Zhang, Min Zhao, Guoqiang Lin, Tao Jia, Qiudan Shen, Lei Fan, Jianyong Li, Xuzhang Lu, Wenyu Shi, Yi Miao

Hemophagocytic lymphohistiocytosis (HLH) is a life-threatening hyperinflammatory syndrome, among which NK-cell malignancy-associated HLH represents a clinically rare entity that has not been systematically investigated. The multicenter retrospective cohort study analyzed data from 136 adult patients diagnosed with HLH related to NK-cell malignancies between 2010 and 2024. The results demonstrated that initial treatment with etoposide-containing HLH therapy improved 60-day survival rates (P = 0.009) but did not affect overall survival (OS) (P = 0.306), whereas asparaginase-containing lymphoma regimens significantly improved both OS (P = 0.025) and 60-day survival rates (P = 0.016) in treatment-naive patients. By multivariate analysis, significant independent predictors of 60-day poor outcomes included serum albumin level < 30 g/L (HR, 2.03; 95% CI, 1.08–3.83; P = 0.029), platelet count < 20 × 10⁹/L (HR, 2.70; 95% CI, 1.46–4.99; P = 0.002), and Epstein-Barr virus DNA (whole blood) > 33,850 copies/mL (HR, 1.97; 95% CI, 1.01–3.81; P = 0.045). ECOG performance status ≥ 2 (HR, 2.00; 95% CI, 1.24–3.23; P = 0.004) and platelet count < 20 × 10⁹/L (HR, 7.61; 95% CI, 2.14–27.09; P = 0.002) were independent risk factors for poor OS. Therefore, we recommend asparaginase-based regimens as first-line therapy for treatment-naive adult patients with HLH related to NK-cell malignancies. Future multicenter prospective studies are warranted to optimize asparaginase-containing regimens, evaluate novel combination strategies, and establish precision risk-prediction models to guide clinical practice.

噬血细胞淋巴组织细胞增多症(HLH)是一种危及生命的高炎症综合征,其中nk细胞恶性相关的HLH是一种临床上罕见的疾病,尚未得到系统的研究。这项多中心回顾性队列研究分析了2010年至2024年间136名被诊断患有与nk细胞恶性肿瘤相关的HLH的成年患者的数据。结果表明,初始治疗含依托泊苷的HLH治疗提高了60天生存率(P = 0.009),但不影响总生存期(OS) (P = 0.306),而含天冬酰胺酶的淋巴瘤治疗方案显著提高了首次治疗患者的OS (P = 0.025)和60天生存率(P = 0.016)。通过多因素分析,60天不良预后的显著独立预测因子包括血清白蛋白水平30 g/L (HR, 2.03; 95% CI, 1.08-3.83; P = 0.029)、血小板计数20 × 10⁹/L (HR, 2.70; 95% CI, 1.46-4.99; P = 0.002)和eb病毒DNA(全血)33,850拷贝/mL (HR, 1.97; 95% CI, 1.01-3.81; P = 0.045)。ECOG性能状态≥2 (HR, 2.00; 95% CI, 1.24-3.23; P = 0.004)和血小板计数<; 20 × 10⁹/L (HR, 7.61; 95% CI, 2.14-27.09; P = 0.002)是OS不良的独立危险因素。因此,我们推荐以天冬酰胺酶为基础的方案作为治疗与nk细胞恶性肿瘤相关的初诊成年HLH患者的一线治疗。未来的多中心前瞻性研究有必要优化含天冬酰胺酶的方案,评估新的联合策略,并建立精确的风险预测模型来指导临床实践。
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引用次数: 0
TP53 mutation predict poor prognosis in diffuse large B-cell lymphoma: a single-center study TP53突变预测弥漫性大b细胞淋巴瘤的不良预后:一项单中心研究
IF 2.4 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-01-29 DOI: 10.1007/s00277-026-06821-8
Haiyan Zhang, Xiang Zhang, Jinghan Wang, Xuewu Zhang, Yunfei Lv, Yanan Zhu, Xingnong Ye, Juying Wei, Min Yang, Gaixiang Xu, Chunmei Yang, Haitao Meng, Wanzhuo Xie, Jie Jin, Hongyan Tong, Wenjuan Yu

Whether TP53 mutation can serve as a simplified prognostic surrogate for complex genomic classifiers in diffuse large B-cell lymphoma (DLBCL) remains unclear. we comprehensively analyzed a retrospective cohort of 444 newly diagnosed DLBCL patients. TP53 mutation was an independent prognostic factor for inferior overall survival (OS) and progression-free survival (PFS) (both P < 0.001), correlating with inferior response to R-CHOP and enrichment in refractory/relapsed disease. Furthermore, multivariate analysis revealed that the adverse prognostic effect of TP53 mutation was predominantly driven by its impact within the germinal center B-cell-like (GCB) subtype, as evidenced by a significant statistical interaction. Notably, the combination of TP53 mutation and double-expression lymphoma (DEL) identified an ultra-high-risk group with synergistic poor survival. The prognostic impact was not modified by the specific protein domain, mutation burden, or gain- versus loss-of-function nature of the mutations. However, a high variant allele frequency (VAF) ≥ 53% identified a subgroup with worse survival. Finally, we adapted a p53 immunohistochemical classification from ovarian/endometrial cancer to enhance TP53 mutation prediction: overexpression (> 80%) or complete absence (< 1%) as high-risk, and heterogeneity (1%-80%) as low-risk. This approach achieved 72.5% sensitivity and 97.4% specificity, with specificity surpassed conventional ≥ 50% cutoff (P < 0.001). In conclusion, TP53 mutation is a critical, context-dependent biomarker in DLBCL, and its combination with DEL identifies a clinically actionable, ultra-high-risk group. The p53 IHC classifier shows promise as a rapid screening tool, warranting further validation.

TP53突变是否可以作为弥漫性大b细胞淋巴瘤(DLBCL)复杂基因组分类的简化预后替代指标尚不清楚。我们综合分析了444名新诊断的DLBCL患者的回顾性队列。TP53突变是总生存期(OS)和无进展生存期(PFS)较差的独立预后因素(P < 0.001),与R-CHOP反应较差和难治性/复发性疾病的富集相关。此外,多变量分析显示,TP53突变的不良预后影响主要是由其对生发中心b细胞样(GCB)亚型的影响驱动的,这一点得到了显著的统计学相互作用的证明。值得注意的是,TP53突变和双表达淋巴瘤(DEL)的合并确定了一个协同生存差的超高高危组。预后影响不受特定蛋白结构域、突变负担或突变的功能增益与丧失性质的影响。然而,高变异等位基因频率(VAF)≥53%表明一个亚组生存率较差。最后,我们采用了卵巢癌/子宫内膜癌的p53免疫组织化学分类来增强TP53突变预测:过表达(> 80%)或完全缺失(< 1%)为高风险,异质性(1%-80%)为低风险。该方法的灵敏度为72.5%,特异性为97.4%,特异性超过常规≥50%的截止值(P < 0.001)。总之,TP53突变是DLBCL中一个关键的、依赖于环境的生物标志物,它与DEL的联合识别了一个临床可操作的超高危人群。p53 IHC分类器有望作为快速筛选工具,需要进一步验证。
{"title":"TP53 mutation predict poor prognosis in diffuse large B-cell lymphoma: a single-center study","authors":"Haiyan Zhang,&nbsp;Xiang Zhang,&nbsp;Jinghan Wang,&nbsp;Xuewu Zhang,&nbsp;Yunfei Lv,&nbsp;Yanan Zhu,&nbsp;Xingnong Ye,&nbsp;Juying Wei,&nbsp;Min Yang,&nbsp;Gaixiang Xu,&nbsp;Chunmei Yang,&nbsp;Haitao Meng,&nbsp;Wanzhuo Xie,&nbsp;Jie Jin,&nbsp;Hongyan Tong,&nbsp;Wenjuan Yu","doi":"10.1007/s00277-026-06821-8","DOIUrl":"10.1007/s00277-026-06821-8","url":null,"abstract":"<div><p>Whether <i>TP53</i> mutation can serve as a simplified prognostic surrogate for complex genomic classifiers in diffuse large B-cell lymphoma (DLBCL) remains unclear. we comprehensively analyzed a retrospective cohort of 444 newly diagnosed DLBCL patients. <i>TP53</i> mutation was an independent prognostic factor for inferior overall survival (OS) and progression-free survival (PFS) (both <i>P</i> &lt; 0.001), correlating with inferior response to R-CHOP and enrichment in refractory/relapsed disease. Furthermore, multivariate analysis revealed that the adverse prognostic effect of <i>TP53</i> mutation was predominantly driven by its impact within the germinal center B-cell-like (GCB) subtype, as evidenced by a significant statistical interaction. Notably, the combination of <i>TP53</i> mutation and double-expression lymphoma (DEL) identified an ultra-high-risk group with synergistic poor survival. The prognostic impact was not modified by the specific protein domain, mutation burden, or gain- versus loss-of-function nature of the mutations. However, a high variant allele frequency (VAF) ≥ 53% identified a subgroup with worse survival. Finally, we adapted a p53 immunohistochemical classification from ovarian/endometrial cancer to enhance <i>TP53</i> mutation prediction: overexpression (&gt; 80%) or complete absence (&lt; 1%) as high-risk, and heterogeneity (1%-80%) as low-risk. This approach achieved 72.5% sensitivity and 97.4% specificity, with specificity surpassed conventional ≥ 50% cutoff (<i>P</i> &lt; 0.001). In conclusion, <i>TP53</i> mutation is a critical, context-dependent biomarker in DLBCL, and its combination with DEL identifies a clinically actionable, ultra-high-risk group. The p53 IHC classifier shows promise as a rapid screening tool, warranting further validation.</p></div>","PeriodicalId":8068,"journal":{"name":"Annals of Hematology","volume":"105 2","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s00277-026-06821-8.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146082969","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pulmonary thromboembolism in Glanzmann Thrombasthenia: a case report and systematic literature review 格兰兹曼血栓性贫血并发肺血栓栓塞:1例报告及系统文献复习。
IF 2.4 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-01-27 DOI: 10.1007/s00277-026-06732-8
Tayebe Mohammad Alizade, Reihaneh Karimi, Hossein Kazemizadeh, Niloofar Khoshnam Rad

Glanzmann Thrombasthenia (GT) is a congenital platelet disorder characterized by a life-long bleeding tendency, historically considered protective against thrombosis. This report describes a rare case of pulmonary embolism (PE) in a patient with GT, challenging this assumption and highlighting a critical management paradox. A 55-year-old woman with GT underwent elective cervical discectomy. Her perioperative hemostatic regimen included a single prophylactic dose of recombinant Factor VIIa (90 µg/kg), platelet transfusions (preoperative and daily for 3 days), and tranexamic acid. Two months postoperatively, she presented with hemoptysis. CT pulmonary angiography confirmed bilateral segmental and subsegmental PE with pulmonary infarctions. Anticoagulation with apixaban was initiated, leading to symptom resolution and thrombus regression. Therapy was discontinued after four months following a spontaneous hemarthrosis, which was managed successfully. Provoked PE can occur in GT patients following major surgery and hemostatic support. Apixaban was effective for short-term treatment, but the subsequent bleeding complication highlights the narrow therapeutic window and the need to limit anticoagulation duration in this population.

Glanzmann血栓减少症(GT)是一种先天性血小板疾病,其特征是终生出血倾向,历来被认为对血栓形成有保护作用。本报告描述了一例罕见的肺栓塞(PE)患者的GT,挑战了这一假设,并强调了一个关键的管理悖论。一位55岁的GT女性接受了择期颈椎椎间盘切除术。围手术期止血方案包括单次预防性剂量重组VIIa因子(90µg/kg)、血小板输注(术前和每日,连续3天)和氨甲环酸。术后2个月,患者出现咯血。CT肺血管造影证实双侧肺节段性和亚节段性PE伴肺梗死。开始阿哌沙班抗凝治疗,导致症状缓解和血栓消退。治疗在自发性关节血肿4个月后停止,治疗成功。诱发性PE可发生在GT患者在大手术和止血支持后。阿哌沙班对短期治疗是有效的,但随后的出血并发症强调了治疗窗口的狭窄和限制抗凝时间的必要性。
{"title":"Pulmonary thromboembolism in Glanzmann Thrombasthenia: a case report and systematic literature review","authors":"Tayebe Mohammad Alizade,&nbsp;Reihaneh Karimi,&nbsp;Hossein Kazemizadeh,&nbsp;Niloofar Khoshnam Rad","doi":"10.1007/s00277-026-06732-8","DOIUrl":"10.1007/s00277-026-06732-8","url":null,"abstract":"<div><p>Glanzmann Thrombasthenia (GT) is a congenital platelet disorder characterized by a life-long bleeding tendency, historically considered protective against thrombosis. This report describes a rare case of pulmonary embolism (PE) in a patient with GT, challenging this assumption and highlighting a critical management paradox. A 55-year-old woman with GT underwent elective cervical discectomy. Her perioperative hemostatic regimen included a single prophylactic dose of recombinant Factor VIIa (90 µg/kg), platelet transfusions (preoperative and daily for 3 days), and tranexamic acid. Two months postoperatively, she presented with hemoptysis. CT pulmonary angiography confirmed bilateral segmental and subsegmental PE with pulmonary infarctions. Anticoagulation with apixaban was initiated, leading to symptom resolution and thrombus regression. Therapy was discontinued after four months following a spontaneous hemarthrosis, which was managed successfully. Provoked PE can occur in GT patients following major surgery and hemostatic support. Apixaban was effective for short-term treatment, but the subsequent bleeding complication highlights the narrow therapeutic window and the need to limit anticoagulation duration in this population.</p></div>","PeriodicalId":8068,"journal":{"name":"Annals of Hematology","volume":"105 2","pages":""},"PeriodicalIF":2.4,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s00277-026-06732-8.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146050108","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Global, regional, and national patterns of change in the burden of Hodgkin lymphoma from 1990 to 2021: an analysis of the global burden of disease study 2021 and projections to 2035 1990年至2021年全球、区域和国家霍奇金淋巴瘤负担变化模式:2021年全球疾病负担研究分析和2035年预测
IF 2.4 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-01-27 DOI: 10.1007/s00277-026-06790-y
Hongjiang Pu, Jianing Zhang, Yuqin Song

Hodgkin's lymphoma (HL), a malignant neoplasm of lymphatic system origin, poses a significant challenge to global public health. This study comprehensively analyzed global, regional, and national trends in HL burden from 1990 to 2021, utilizing data from the Global Burden of Disease (GBD) Study 2021, and projected these trends to 2035. The HL burden was assessed through age-standardized incidence (ASIR), prevalence (ASPR), disability-adjusted life years (DALYs) rates, and mortality (ASMR) from 1990 to 2021. Analytical methods included the Slope Index of Inequality (SII), concentration index, frontier analysis, decomposition analysis, joinpoint regression, and Bayesian age-period-cohort (BAPC) modeling. Between 1990 and 2021, global Hodgkin's lymphoma incidence, DALYs, and mortality rates exhibited sustained downward trends. New cases increased from 54,671 (95% UI: 45,648.6–59,832.2) to 65,182 (95% UI: 53,167.4–77,143.0), yet the incidence rate declined from 1.119 (95% UI: 0.935–1.227) to 0.794 (95% UI: 0.645–0.941). DALYs decreased from 1,324,591 (95% UI: 959,601.5–1,519,698.0) to 1,196,188 (95% UI: 847,435.8–1,528,816.4), with the rate falling from 26.055 (95% UI: 18.977–29.882) to 14.818 (95% UI: 10.434–18.955). Deaths dropped from 28,977 (95% UI: 21,389.7–33,106.9) to 28,180 (95% UI: 20,895.4–35,652.9), and the mortality rate decreased from 0.633 (95% UI: 0.474–0.722) to 0.341 (95% UI: 0.252–0.431). Males generally had higher incidence, DALYs, and mortality rates than females, with smaller sex differences in high-income regions. Children and adolescents had relatively lower rates, which increased with age, peaking in individuals aged 60 and older. Significant regional disparities existed, with high SDI regions experiencing stable or declining rates, while low SDI regions saw slight declines in incidence and mortality but increased DALYs. In 2021, sub-Saharan Africa had higher incidence and mortality rates, while high-income regions had lower rates. The study also noted increased global inequalities in DALYs and mortality rates, with low SDI regions bearing a greater burden. While there has been a global reduction in the burden of Hodgkin's Lymphoma, substantial health disparities persist in low- and middle-income regions. Future strategies should prioritize enhancing health infrastructure, improving early detection methods, and standardizing treatment protocols in resource-constrained settings. International collaboration and efficient resource allocation are essential to mitigate global health disparities.

霍奇金淋巴瘤(HL)是一种起源于淋巴系统的恶性肿瘤,对全球公共卫生构成了重大挑战。本研究利用2021年全球疾病负担(GBD)研究的数据,全面分析了1990年至2021年全球、地区和国家HL负担的趋势,并预测了这些趋势到2035年。通过1990年至2021年的年龄标准化发病率(ASIR)、患病率(ASPR)、残疾调整生命年(DALYs)率和死亡率(ASMR)来评估HL负担。分析方法包括不平等斜率指数(SII)、浓度指数、前沿分析、分解分析、连接点回归和贝叶斯年龄-时期-队列(BAPC)模型。1990年至2021年间,全球霍奇金淋巴瘤发病率、DALYs和死亡率呈现持续下降趋势。新发病例从54,671例(95% UI: 45,648.6 ~ 59,832.2)增加到65,182例(95% UI: 53,167.4 ~ 77,143.0),发病率从1.119例(95% UI: 0.935 ~ 1.227)下降到0.794例(95% UI: 0.645 ~ 0.941)。DALYs从1,324,591 (95% UI: 959,601.5-1,519,698.0)下降到1,196,188 (95% UI: 847,435.8-1,528,816.4),比率从26.055 (95% UI: 18.977-29.882)下降到14.818 (95% UI: 10.434-18.955)。死亡人数从28,977人(95% UI: 21,3897 -33,106.9)降至28,180人(95% UI: 20,895.4-35,652.9),死亡率从0.633 (95% UI: 0.474-0.722)降至0.341 (95% UI: 0.252-0.431)。男性的发病率、DALYs和死亡率普遍高于女性,高收入地区的性别差异较小。儿童和青少年的发病率相对较低,随着年龄的增长而增加,在60岁及以上的人群中达到顶峰。存在显著的区域差异,高SDI地区的发病率稳定或下降,而低SDI地区的发病率和死亡率略有下降,但DALYs增加。2021年,撒哈拉以南非洲的发病率和死亡率较高,而高收入地区的发病率和死亡率较低。该研究还指出,全球残疾调整生活年数和死亡率的不平等加剧,低残疾发展指数地区的负担更大。虽然全球霍奇金淋巴瘤的负担有所减轻,但在低收入和中等收入地区仍然存在巨大的健康差距。未来的战略应优先考虑加强卫生基础设施,改进早期检测方法,并在资源有限的情况下使治疗方案标准化。国际合作和有效的资源分配对于减轻全球卫生差距至关重要。
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引用次数: 0
Audiological profile for assessment of sensorineural hearing loss in treatment naïve chronic myeloid leukemia: impact of early TKI treatment on reversibility 评估治疗中感觉神经性听力损失naïve的听力学特征:早期TKI治疗对可逆性的影响。
IF 2.4 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-01-27 DOI: 10.1007/s00277-026-06848-x
Harshal Mamlekar, Sanjeev Yadav, Ravi Sankar Manogaran, Rajesh Kashyap, Khaliqur Rahman, Ruchi Gupta, Dinesh Chandra, Manish Singh, Adya Parmar, Keerti Anand

Sensorineural hearing loss (SNHL) is an underrecognized manifestation in chronic myeloid leukemia (CML), particularly in the setting of hyperleukocytosis. Its prevalence, pathophysiology, and response to tyrosine kinase inhibitor (TKI) therapy remain poorly characterized. To assess the prevalence, severity, and reversibility of SNHL in treatment-naïve CML patients and evaluate associations with leukocyte count and disease risk. In this prospective study, 102 newly diagnosed CML patients with total leucocyte count (TLC) > 50 × 109/L underwent audiological evaluation at baseline, 3 months, and 6 months post-initiation of imatinib. Age- and sex-matched healthy controls were included for comparison. SNHL was identified in 45.1% of CML patients at diagnosis, predominantly affecting mid-to-high frequencies. Elevated TLC (> 150 × 109/L) and intermediate-high EUTOS long term survival (ELTS) scores were significantly associated with SNHL (p < 0.05). Following TKI therapy, 74% of patients with minimal-to-mild SNHL showed complete audiometric recovery at 6 months. No worsening was observed in patients with normal baseline hearing. SNHL is a prevalent but potentially reversible complication in newly diagnosed CML, with early TKI therapy facilitating hearing recovery. Routine audiological screening should be considered at diagnosis to detect subclinical hearing loss.

感音神经性听力损失(SNHL)是慢性髓性白血病(CML)的一种未被充分认识的表现,特别是在白细胞增多症的情况下。其患病率,病理生理和对酪氨酸激酶抑制剂(TKI)治疗的反应仍然不清楚。评估treatment-naïve CML患者SNHL的患病率、严重程度和可逆性,并评估其与白细胞计数和疾病风险的关系。在这项前瞻性研究中,102名新诊断的CML患者,总白细胞计数(TLC)为bbb50 × 109/L,在基线、伊马替尼开始治疗后3个月和6个月接受听力学评估。年龄和性别匹配的健康对照组被纳入比较。45.1%的CML患者在诊断时发现SNHL,主要影响中高频。TLC升高(150 × 109/L)和中高EUTOS长期生存(ELTS)评分与SNHL显著相关(p
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引用次数: 0
LncRNA PVT1 targets miR-143-3p to modulate endothelial cell function and thereby participate in deep vein thrombosis (DVT) of the lower limbs LncRNA PVT1靶向miR-143-3p调节内皮细胞功能,从而参与下肢深静脉血栓形成(DVT)。
IF 2.4 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-01-26 DOI: 10.1007/s00277-026-06833-4
Junfeng Xiang, Yong Zhang, Shun Liu, Yeliang Xu, Wei Cui, Yong Tao

The aim of this study is to investigate the diagnostic value of long non-coding RNA PVT1 (LncRNA PVT1) in deep vein thrombosis (DVT) of the lower limbs, as well as its regulatory role in damaged endothelial cells. A total of 384 participants were enrolled, including 208 patients with DVT. 3mL venous blood were collected from each participant. Thrombosis location and severity were assessed via Doppler ultrasound or venography. An endothelial cell injury model was induced using 250 µM cobalt chloride (CoCl2). Gene expression was evaluated using RT-qPCR, while cell function was assessed via CCK-8 assays and flow cytometry. Angiogenesis and inflammatory factor expression was measured by ELISA. Dual luciferase reporter assays validated gene-target relationships. LncRNA PVT1 was significantly upregulated in DVT patients and injured endothelial cells. LncRNA PVT1 positively correlated with D-dimer and C-reactive protein (CRP) expression, indicating risk factors for DVT induction. Treatment with CoCl2 increased LncRNA PVT1 expression in endothelial cells, while si-PVT1 enhanced viability and reduced apoptosis in damaged endothelial cells. It also suppressed expression of angiogenesis-related factors (VEGF, FGF-2) and inflammatory cytokines (TNF-α, IL-6). miR-143-3p, a downstream target gene of LncRNA PVT1, is downregulated in DVT patients. The miR inhibitor counteracts the effects of si-PVT1 on damaged endothelial cell function and inflammatory levels. LncRNA PVT1 negatively regulates miR-143-3p, thereby suppressing endothelial cell activity and promoting apoptosis. This increases levels of angiogenesis factors and inflammatory mediators, contributing to DVT pathogenesis.

本研究旨在探讨长链非编码RNA PVT1 (LncRNA PVT1)在下肢深静脉血栓形成(DVT)中的诊断价值及其对受损内皮细胞的调节作用。共有384名参与者入组,其中包括208名深静脉血栓患者。每位受试者采集静脉血3mL。通过多普勒超声或静脉造影评估血栓形成位置和严重程度。用250µM氯化钴(CoCl2)诱导内皮细胞损伤模型。采用RT-qPCR检测基因表达,CCK-8检测和流式细胞术检测细胞功能。ELISA法检测血管生成及炎症因子表达。双荧光素酶报告基因检测证实了基因-靶标关系。LncRNA PVT1在DVT患者和损伤内皮细胞中显著上调。LncRNA PVT1与d -二聚体和c反应蛋白(CRP)表达呈正相关,提示诱发DVT的危险因素。CoCl2可提高内皮细胞中LncRNA PVT1的表达,而si-PVT1可提高受损内皮细胞的活力并减少凋亡。它还抑制血管生成相关因子(VEGF, FGF-2)和炎症因子(TNF-α, IL-6)的表达。LncRNA PVT1的下游靶基因miR-143-3p在DVT患者中下调。miR抑制剂抵消si-PVT1对受损内皮细胞功能和炎症水平的影响。LncRNA PVT1负调控miR-143-3p,从而抑制内皮细胞活性,促进细胞凋亡。这增加了血管生成因子和炎症介质的水平,促进了DVT的发病机制。
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引用次数: 0
Comparison of safety and efficacy of liberal versus restrictive red blood cell transfusion thresholds on the quality of life in patients with myelodysplastic syndromes: a systematic review and meta-analysis 自由与限制性红细胞输血阈值对骨髓增生异常综合征患者生活质量的安全性和有效性比较:一项系统回顾和荟萃分析
IF 2.4 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-01-26 DOI: 10.1007/s00277-026-06789-5
Saikat Mandal, Arkadeep Dhali, Suhasini Sil, Manideepa Maji, Joyisa Deb, Aswin K. Mohan, Suvro Sankha Datta

Myelodysplastic syndromes (MDS) are clonal stem cell disorders managed by risk stratification: lower-risk disease receives erythropoiesis-stimulating agents; higher-risk disease receives azacitidine. Red blood cell (RBC) transfusions manage symptomatic anaemia and improve quality of life (QoL) but carry risks of iron overload and alloimmunisation. No standardised transfusion strategy exists, requiring systematic evidence synthesis comparing liberal versus restrictive haemoglobin (Hb) thresholds for their effects on quality of life and transfusion-related complications. We performed a systematic review evaluating liberal versus restrictive RBC transfusion thresholds in adults with MDS not undergoing curative treatment such as stem cell transplantation. Primary outcome was health-related QoL measured by validated instruments. Secondary outcomes included mortality, transfusion reaction, iron overload, RBC utilisation and rise in ferritin level. Of 4,295 records screened, 212 articles underwent full-text review, with three RCTs meeting inclusion criteria. Liberal transfusion strategies were associated with improved QoL compared to restrictive approaches, with pooled standardised mean difference (Hedges g) of 0.54 (95% CI 0.06–1.02; p = 0.33; I²=9.7%). Subgroup analysis of EQ‑5D outcomes across studies revealed minimal but statistically significant difference between strategies (pooled mean difference 0.084; 95% CI: 0.033 to 0.134). Mortality (hazard ratio 0.913; 95% CI 0.167–4.98) and transfusion reactions (risk difference − 0.01; 95% CI-0.10 to 0.09) did not differ. Notably, liberal thresholds required average of 4 additional RBC units per patient (95% CI 1.43–6.79), raising concerns about iron overload (rise in ferritin; mean difference 868 µg/L; 95% CI 482–1255). Limited evidence suggests that liberal transfusion strategies in MDS may improve short-term QoL but at the cost of increased transfusion burden, with no clear impact on survival or safety. A patient-centred, multidisciplinary approach remains essential when tailoring transfusion thresholds.

The study protocol has been registered in PROSPERO (CRD420251085221). https://www.crd.york.ac.uk/PROSPERO/view/CRD420251085221.

骨髓增生异常综合征(MDS)是通过风险分层管理的克隆性干细胞疾病:低风险疾病接受促红细胞生成药物;高风险疾病服用阿扎胞苷。红细胞(RBC)输注可治疗症状性贫血并改善生活质量(QoL),但存在铁超载和同种异体免疫的风险。没有标准化的输血策略存在,需要系统的证据综合比较自由和限制性血红蛋白(Hb)阈值对生活质量和输血相关并发症的影响。我们对未接受根治性治疗(如干细胞移植)的成年MDS患者进行了一项系统综述,评估自由与限制性红细胞输血阈值。主要终点是通过经过验证的仪器测量与健康相关的生活质量。次要结局包括死亡率、输血反应、铁超载、红细胞利用率和铁蛋白水平升高。在筛选的4295篇记录中,212篇文章进行了全文审查,其中3篇rct符合纳入标准。与限制性方法相比,自由输血策略与改善的生活质量相关,合并标准化平均差(Hedges g)为0.54 (95% CI 0.06-1.02; p = 0.33; I²=9.7%)。跨研究的EQ - 5D结果亚组分析显示,不同策略之间的差异很小,但具有统计学意义(合并平均差异0.084;95% CI: 0.033至0.134)。死亡率(风险比0.913;95% CI 0.167-4.98)和输血反应(风险差- 0.01;95% CI-0.10至0.09)无差异。值得注意的是,自由阈值要求每位患者平均增加4个红细胞单位(95% CI 1.43-6.79),这增加了对铁超载的担忧(铁蛋白升高;平均差异868 μ g/L; 95% CI 482-1255)。有限的证据表明,MDS患者的自由输血策略可能改善短期生活质量,但代价是增加了输血负担,对生存或安全性没有明显影响。在调整输血阈值时,以患者为中心的多学科方法仍然至关重要。该研究方案已在PROSPERO注册(CRD420251085221)。https://www.crd.york.ac.uk/PROSPERO/view/CRD420251085221。
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引用次数: 0
Risk factors for early mortality (within 6 weeks of diagnosis) in Chinese children with acute leukemia: a single-center retrospective cohort study 中国急性白血病儿童早期死亡(诊断6周内)的危险因素:一项单中心回顾性队列研究
IF 2.4 3区 医学 Q2 HEMATOLOGY Pub Date : 2026-01-26 DOI: 10.1007/s00277-026-06839-y
Li’an Du, Fu Li, Luping Ding, Li Song, Xiaoling Li, Muyuan Ji, Wenting Pei, Ruoying Wei, Zhijuan Liu, Hui Ding, Xiaomei Yang

We aimed to summarize the clinical characteristics of children diagnosed with acute leukemia (AL) and analyze the risk factors associated with early mortality occurring within 6 weeks of diagnosis. This study aimed to identify high-risk patients and to guide early intervention strategies. Data collected from 242 children diagnosed with primary AL between November 1, 2020, and April 30, 2025, were analyzed. The prognostic value of indicators in predicting early mortality was evaluated. Among the 242 children diagnosed with AL, nine died during the initial induction chemotherapy (early mortality rate: 3.72%); six deaths (66.7%) occurred within 7 days of treatment initiation. The predominant cause of early mortality was intracranial hemorrhage (5/9, 55.56%), followed by sepsis-related fatalities (3/9, 33.33%), and cerebral infarction (1/9, 11.11%). Children with acute myeloid leukemia (non-acute promyelocytic leukemia) had a significantly higher early mortality rate (13.16% vs. 1.60%, P = 0.002) and a significantly higher incidence of deaths attributed to intracranial hemorrhage or cerebral infarction (10.53% vs. 1.06%, P = 0.008) than those with acute lymphoblastic leukemia. Several risk factors for early mortality in children with AL were identified (all P < 0.01): white blood cells (WBC), fibrinogen, serum potassium, international normalized ratio (INR), serum phosphorus, prothrombin time (PT), blood urea nitrogen (BUN), activated partial thromboplastin time (aPTT), d-dimer, lactate dehydrogenase (LDH), and α-hydroxybutyrate dehydrogenase (α-HBDH). The primary causes of early mortality in children with AL include intracranial hemorrhage and sepsis. Identified risk factors for early death encompass higher tumor burden (WBC, LDH,α-HBDH), internal environment disturbances (serum potassium, serum phosphorus, BUN), and coagulopathy (fibrinogen, INR, PT, aPTT, d-dimer).

我们旨在总结诊断为急性白血病(AL)的儿童的临床特点,并分析诊断后6周内早期死亡的相关危险因素。本研究旨在识别高危患者并指导早期干预策略。对2020年11月1日至2025年4月30日期间诊断为原发性AL的242名儿童的数据进行分析。评价各指标对早期死亡的预测价值。在242例诊断为AL的儿童中,9例在初始诱导化疗期间死亡(早期死亡率:3.72%);6例死亡(66.7%)发生在开始治疗的7天内。早期死亡的主要原因是颅内出血(5/9,55.56%),其次是败血症相关死亡(3/9,33.33%)和脑梗死(1/9,11.11%)。急性髓性白血病(非急性早幼粒细胞白血病)患儿的早期死亡率显著高于急性淋巴细胞白血病患儿(13.16%比1.60%,P = 0.002),颅内出血或脑梗死所致死亡发生率显著高于急性淋巴细胞白血病患儿(10.53%比1.06%,P = 0.008)。确定了AL患儿早期死亡的几个危险因素(均为P
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引用次数: 0
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Annals of Hematology
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