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Mitigating the Prozone-Like Effect in HLA Antibody Testing: A Case Report of Therapeutic Plasma Exchange for Antibody-Mediated Rejection Post-Heart Transplantation 减轻 HLA 抗体检测中的 "类区效应":治疗性血浆置换治疗心移植术后抗体介导的排斥反应的病例报告
IF 1.4 4区 医学 Q4 HEMATOLOGY Pub Date : 2024-09-18 DOI: 10.1002/jca.22144
Sarah K. Grewal, Robert Achram, Hirotomo Nakahara, John D. Roback, Anna B. Morris, Howard M. Gebel, Robert A. Bray, H. Cliff Sullivan

Therapeutic plasma exchange (TPE) is a cornerstone treatment for antibody-mediated rejection (AMR) post-organ transplantation, aiming to eliminate pathogenic donor-specific HLA antibodies (DSA). However, limitations in HLA antibody interpretation due to the prozone-like effect (PLE) can lead to inaccurate assessment of treatment efficacy. We present a case of a heart transplant recipient with suspected AMR, where an unexpected increase in DSA levels post-TPE prompted investigation into PLE. Solid-phase Luminex assays were employed to detect HLA antibodies. Serum was run neat as well as after treatment with ethylenediaminetetraacetic acid (EDTA). Nephelometry was used to detect complement levels. Laboratory analysis of pre-TPE serum revealed higher DSA levels with EDTA treatment, characteristic of PLE. Complement measurements supported complement-mediated interference in the pre-TPE sample. This case underscores the importance of being aware that PLE can occur in HLA testing and can impact the interpretation of TPE efficacy for AMR.

治疗性血浆置换(TPE)是治疗器官移植后抗体介导排斥反应(AMR)的基础疗法,旨在消除致病性供体特异性 HLA 抗体(DSA)。然而,原区样效应(PLE)对 HLA 抗体判读的限制会导致疗效评估不准确。我们介绍了一例疑似 AMR 的心脏移植受者,TPE 后 DSA 水平的意外升高促使我们对 PLE 进行调查。采用固相 Luminex 检测法检测 HLA 抗体。检测血清的纯度以及乙二胺四乙酸(EDTA)处理后的纯度。使用尼泊金测定法检测补体水平。对 TPE 前血清的实验室分析表明,EDTA 处理后的 DSA 水平更高,这是 PLE 的特征。补体测量结果表明,TPE 前样本中存在补体介导的干扰。该病例强调了意识到 PLE 可能发生在 HLA 检测中的重要性,并可能影响对 AMR 的 TPE 疗效的解释。
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引用次数: 0
Comparative efficacy of double plasma molecular adsorption system combined with plasma exchange versus plasma exchange in treating acute-on-chronic liver failure due to hepatitis B: A meta-analysis 双血浆分子吸附系统联合血浆置换术与血浆置换术治疗乙型肝炎急性-慢性肝功能衰竭的疗效比较:一项荟萃分析。
IF 1.4 4区 医学 Q4 HEMATOLOGY Pub Date : 2024-08-26 DOI: 10.1002/jca.22140
Le Zhang, Yan Ma, Xia Wang, Li-Na Ma, Wanlong Ma, Xiang-Chun Ding

This meta-analysis aims to evaluate the effectiveness of the double plasma molecular adsorption system (DPMAS) in combination with plasma exchange (PE) compared to plasma exchange alone in the treatment of Acute-on-Chronic liver failure (LF) caused by hepatitis B. Until August 31, 2023, a comprehensive search of databases including Embase, Chinese Medical Journal Full-text Database, China Biomedical Literature Database, Wan Fang Medical Network, PubMed, and the Cochrane Library was carried out using keywords like “liver failure,” “acute-on-chronic liver failure,” “PE,” “DPMAS,” and related terms. The quality of the included studies was evaluated using QUADS (quality assessment of diagnostic accuracy studies). Software Revman 5.3 was used to examine the data, while Stata 15.1 was used to run Egger's test. Following thorough screening, 452 patients who received PE alone and 429 patients who received DPMAS in addition to PE were included. Every study that was included was of a high caliber. When comparing the DPMAS plus PE group to the PE alone group, the total bilirubin reduction was considerably higher (mean difference [MD] = −49.09, 95% confidence interval [CI]: −54.84 to −43.35, p < .00001). Prothrombin activity (PTA; MD = −1.53, 95% CI: −3.29 to −0.22, p = .09), albumin (ALB; MD = −0.58, 95% CI: −1.57 to 0.41, p = .25), prothrombin time (PT; MD = −0.07, 95% CI: −1.47 to 1.34, p = .92), and platelet count (PLT; MD = −0.08, 95% CI: −1.33 to 1.66, p = .90) did not differ significantly. The improvement in international standardized ratio (INR) was significantly greater in the PE group (MD = 0.07, 95% CI (0.03, 0.10), p = .0001). When combined with DPMAS, PE has been shown to be more effective in lowering total bilirubin levels. PE can also lower INR in individuals who have hepatitis B-related ACLF. This therapeutic strategy also lessens the need for plasma transfusions.

本荟萃分析旨在评估双血浆分子吸附系统(DPMAS)联合血浆置换术(PE)与单纯血浆置换术治疗乙型肝炎引起的急性慢性肝功能衰竭(LF)的有效性。截至 2023 年 8 月 31 日,使用关键词 "肝衰竭"、"急性慢性肝衰竭"、"PE"、"DPMAS "及相关术语对 Embase、中华医学杂志全文数据库、中国生物医学文献数据库、万方医学网、PubMed 和 Cochrane 图书馆等数据库进行了全面检索。纳入研究的质量采用 QUADS(诊断准确性研究质量评估)进行评估。研究数据使用 Revman 5.3 软件,Egger 检验使用 Stata 15.1。经过全面筛选,452 名仅接受 PE 治疗的患者和 429 名除接受 PE 治疗外还接受 DPMAS 治疗的患者被纳入研究范围。每项纳入的研究都具有很高的水准。将 DPMAS 加 PE 组与单纯 PE 组相比,总胆红素的降低幅度要高得多(平均差 [MD] = -49.09,95% 置信区间 [CI]:-54.84 至 -43.35,P.
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引用次数: 0
Effects of Rheopheresis in dialysis patients with peripheral artery disease and diabetic foot ulcers: A multicentric Italian study 对患有外周动脉疾病和糖尿病足溃疡的透析患者进行风湿免疫疗法的效果:意大利多中心研究。
IF 1.4 4区 医学 Q4 HEMATOLOGY Pub Date : 2024-08-06 DOI: 10.1002/jca.22132
Claudia Altobelli, Filippo Carone Fabiani, Pietro Anastasio, Corrado Pluvio, Emanuela de Pascale, Luigi Vernaglione, Giuseppe Gernone, Marina Di Luca, Veronica Bertuzzi, Paola Brescia, Pierpaolo Toffoletto, Mario D'Arezzo, Maddalena Brustia,  Andreana De Mauri, Doriana Chiarinotti, Carmelo Loschiavo, Matteo Grecò, Filomena D'Elia, Maria Anna Gallo, Giovanni Tarroni, Lorenzo Di Liberato, Alessandra F Perna, Giovambattista Capasso, Giovanna Capolongo

Background

Peripheral artery disease (PAD) in hemodialysis (HD) patients has a significant social impact due to its prevalence, poor response to standard therapy and dismal prognosis. Rheopheresis is indicated by guidelines for PAD treatment.

Materials and Methods

Twenty-five HD patients affected by PAD stage IV Lerichè-Fontaine and ischemic ulcer 1C or 2C according to the University of Texas Wound Classification System (UTWCS), without amelioration after traditional medical therapy and/or revascularization, were selected and underwent 12 Rheopheresis sessions in 10 weeks. Improvements in pain symptoms using Numerical Rating Scale (NRS), healing ulcers and laboratory hemorheological parameters have been evaluated.

Results

A clinically and statistically significant mean value reduction and of relative percentage differences between estimated marginal means (Δ), calculated at each visits, of NRS was observed, with a maximum value (−48.5%) between the first and last visit. At the end of the treatment period 14.3% of ulcers were completely healed, 46.4% downgraded, 53.6% were stable. Overall, no ulcers upgraded. A statistically significant reduction of the Δ, between the first and last visit, for fibrinogen (−16%) was also observed.

Conclusion

Rheopheresis reduced overall painful symptoms; data suggest that it could heal or improve ulcers and hemorheological laboratory parameters in HD patients with PAD and ischemic ulcers resistant to standard therapies.

背景:血液透析(HD)患者的外周动脉疾病(PAD)因其发病率高、对标准治疗反应差和预后不良而对社会产生了重大影响。风湿免疫疗法是治疗 PAD 的指导原则:根据德克萨斯大学伤口分类系统(UTWCS),25名PAD患者属于Lerichè-Fontaine IV期和缺血性溃疡1C或2C期,在接受传统药物治疗和/或血管再通治疗后病情未见好转。采用数字评分量表(NRS)对疼痛症状的改善情况、溃疡愈合情况和实验室血液流变学参数进行了评估:结果:从临床和统计学角度看,每次就诊时计算的 NRS 平均值和估计边际平均值(Δ)之间的相对百分比差异明显缩小,第一次和最后一次就诊之间的差异值最大(-48.5%)。治疗期结束时,14.3%的溃疡完全愈合,46.4%的溃疡恶化,53.6%的溃疡稳定。总体而言,没有溃疡升级。此外,在首次就诊和最后一次就诊之间,还观察到纤维蛋白原的Δ明显下降(-16%):结论:血液透析可减轻总体疼痛症状;数据表明,血液透析可治愈或改善PAD高清患者的溃疡和对标准疗法有抵抗力的缺血性溃疡的血液流变学实验室参数。
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引用次数: 0
Use of a novel configuration of ports for patients needing intermittent long-term apheresis 为需要进行间歇性长期血液透析的患者使用新颖的端口配置。
IF 1.4 4区 医学 Q4 HEMATOLOGY Pub Date : 2024-08-06 DOI: 10.1002/jca.22143
Matthew S. Howlett, Kimani Hicks, Yara Park, Matthew S. Karafin, Peter R. Bream Jr

Purpose

In patients with a need for frequent but intermittent apheresis, vascular access can prove challenging. We describe the migration of the use of a Vortex LP dual lumen port (Angiodynamics, Latham, NY) to one Powerflow and one ClearVUE power injectable port (Becton Dickinson, Franklin Lakes, NJ) in a series of patients undergoing intermittent apheresis.

Materials and Methods

All patients had a need for long-term intermittent apheresis. Eight had double lumen Vortex port (pre) and were exchanged for one Powerflow port and one conventional subcutaneous venous port with 90° needle entry (post) while 12 did not have any port in place and received the same configuration. IRB approval was granted. We recorded the treatment time, flow rate, and tissue plasminogen activator (tPA) use for five treatment sessions after placement. When available, we compared five treatments with the Vortex port and the new configuration.

Results

The mean treatment time is reduced with the new configuration (P = 0.0033). The predicted mean treatment time, adjusting for gender, race, BMI and age and accounting for correlations within a patient is 91.18 min pre and 77.96 min post. The flow rate is higher with the new configuration (P < 0.0001). The predicted mean flow rate in mL/min is 61.59 for the Vortex port and 71.89 for the new configuration. tPA use was eliminated in the population converted from Vortex ports and had a 48% reduction when compared to all other configurations in the study.

Conclusion

The introduction of a novel device configuration of venous access ports for intermittent apheresis resulted in higher flow rates and less total time for treatment. Use of tPA was greatly reduced. These results suggest that the new configuration could result in less expense for the hospital and better throughput in a busy pheresis practice.

Clinical trial registration with ClinicalTrials.gov: NCT04846374.

目的:对于需要频繁但间歇性进行血液净化的患者,血管通路可能具有挑战性。我们描述了在一系列接受间歇性血液净化的患者中,将 Vortex LP 双腔端口(Angiodynamics,Latham,NY)迁移到一个 Powerflow 和一个 ClearVUE 动力注射端口(Becton Dickinson,Franklin Lakes,NJ)的情况:所有患者都需要进行长期间歇性血液净化。八名患者使用双腔 Vortex 接口(前置),换成一个 Powerflow 接口和一个 90° 针头入口的传统皮下静脉接口(后置),而 12 名患者没有任何接口,使用相同的配置。已获得 IRB 批准。我们记录了置管后五个疗程的治疗时间、流速和组织纤溶酶原激活剂(tPA)的使用情况。在有条件的情况下,我们对涡流端口和新配置的五次治疗进行了比较:结果:新配置的平均治疗时间缩短了(P = 0.0033)。根据性别、种族、体重指数和年龄进行调整,并考虑到患者内部的相关性,预测的平均治疗时间为治疗前 91.18 分钟,治疗后 77.96 分钟。新配置的流速更高(P 结论:新配置的流速更快:间歇性血液净化的静脉通路端口采用了新的设备配置,流速更高,治疗总时间更短。tPA 的使用也大大减少。这些结果表明,在繁忙的血液透析实践中,新的配置可以减少医院的开支,提高吞吐量。临床试验在 ClinicalTrials.gov 注册:NCT04846374。
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引用次数: 0
A rare case of acute cerebellitis due to enterovirus treated with therapeutic plasma exchange: Case report and review of the literature 通过治疗性血浆置换治疗肠道病毒引起的急性小脑炎的罕见病例:病例报告和文献综述。
IF 1.4 4区 医学 Q4 HEMATOLOGY Pub Date : 2024-08-02 DOI: 10.1002/jca.22142
Nihal Akçay, Neval Topal, Seda Yılmaz Semerci

Background

Acute cerebellitis is a rare complication of pediatric infections. There are many reports that viral infections lead to neurological manifestations, including acute cerebellitis.

Methods

A retrospective chart review was conducted for pediatric patients diagnosed with enterovirus cerebellitis between 2000 and 2024. The methods involved reviewing clinical and radiological records and assessing the treatment methods.

Results

Case Report

We present the case of a 4-year-old immunocompetent child who initially presented with acute encephalopathy followed by truncal ataxia, and eventually received a diagnosis of postinfectious cerebellitis. Enterovirus real-time polymerase chain reaction were positive in the nasopharyngeal swab. Therapeutic plasma exchange (TPE) was started due to neurological deterioration despite IVIG treatment. She improved significantly with TPE, and methylprednisolone treatment and was discharged in good health status. The patient is being followed up as neurologically normal.

Conclusion

Acute cerebellitis associated with enterovirus is a rare pediatric disorder. Early diagnosis and treatment with TPE in this severe case is thought to be preventive for the potentially fatal complications.

背景:急性小脑炎是一种罕见的小儿感染并发症。许多报道称病毒感染会导致神经系统表现,包括急性小脑炎:方法:对 2000 年至 2024 年期间诊断为肠道病毒小脑炎的儿科患者进行回顾性病历审查。方法:对 2000 年至 2024 年期间诊断为肠道病毒性小脑炎的儿童患者进行回顾性病历审查,包括审查临床和放射记录以及评估治疗方法:病例报告 我们报告了一例 4 岁免疫功能正常儿童的病例,该患儿最初表现为急性脑病,随后出现躯干共济失调,最终被诊断为感染后小脑炎。鼻咽拭子中的肠道病毒实时聚合酶链反应呈阳性。由于尽管接受了 IVIG 治疗,但神经功能仍在恶化,因此开始进行治疗性血浆置换(TPE)。经过治疗性血浆置换和甲基强的松龙治疗后,她的病情明显好转,出院时健康状况良好。目前,该患者神经系统正常,正在接受随访:结论:与肠道病毒相关的急性小脑炎是一种罕见的儿科疾病。结论:与肠道病毒相关的急性小脑炎是一种罕见的儿科疾病,在这种严重的病例中,早期诊断和使用 TPE 治疗被认为可以预防潜在的致命并发症。
{"title":"A rare case of acute cerebellitis due to enterovirus treated with therapeutic plasma exchange: Case report and review of the literature","authors":"Nihal Akçay,&nbsp;Neval Topal,&nbsp;Seda Yılmaz Semerci","doi":"10.1002/jca.22142","DOIUrl":"10.1002/jca.22142","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background</h3>\u0000 \u0000 <p>Acute cerebellitis is a rare complication of pediatric infections. There are many reports that viral infections lead to neurological manifestations, including acute cerebellitis.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>A retrospective chart review was conducted for pediatric patients diagnosed with enterovirus cerebellitis between 2000 and 2024. The methods involved reviewing clinical and radiological records and assessing the treatment methods.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <section>\u0000 \u0000 <h3> Case Report</h3>\u0000 \u0000 <p>We present the case of a 4-year-old immunocompetent child who initially presented with acute encephalopathy followed by truncal ataxia, and eventually received a diagnosis of postinfectious cerebellitis. Enterovirus real-time polymerase chain reaction were positive in the nasopharyngeal swab. Therapeutic plasma exchange (TPE) was started due to neurological deterioration despite IVIG treatment. She improved significantly with TPE, and methylprednisolone treatment and was discharged in good health status. The patient is being followed up as neurologically normal.</p>\u0000 </section>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusion</h3>\u0000 \u0000 <p>Acute cerebellitis associated with enterovirus is a rare pediatric disorder. Early diagnosis and treatment with TPE in this severe case is thought to be preventive for the potentially fatal complications.</p>\u0000 </section>\u0000 </div>","PeriodicalId":15390,"journal":{"name":"Journal of Clinical Apheresis","volume":"39 4","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141874958","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
Small but mighty: Case report and practical guidance for peripheral blood stem cell collection in small infants 小而强大:病例报告和小婴儿外周血干细胞采集实用指南。
IF 1.4 4区 医学 Q4 HEMATOLOGY Pub Date : 2024-07-26 DOI: 10.1002/jca.22141
Hannah Walker, Erin O'Reilly, Zoe Millard, Brendan Cusack, Anna Duncan, Luisa Clucas, Jacqueline Fleming, David Hughes, Anthea Greenway, David Metz

Modern apheresis devices, with increased procedural precision, automation, and monitoring, have been shown to allow for safe delivery of apheresis therapies in young children. Medical advances are increasing demand for apheresis procedures like mononuclear cell collection in infants <10 kg, including stem-cell supported chemotherapy, cell collection for chimeric antigen receptor T cell development, and now ex vivo gene therapies for rare genetic diseases. Nevertheless, safe delivery in small infants involves a range of unique considerations and challenges, beyond just size, and experience will vary between centers. In this case report we describe our experience performing mononuclear cell collection in our smallest patient to date and outline a practice guideline developed following a literature review and discussion with both international experts and device representatives. This case may help to inform other clinicians aiming to provide apheresis care to very small infants in their own centers.

现代无细胞疗法设备的程序精确度、自动化程度和监控能力都有所提高,已证明可以安全地为幼儿提供无细胞疗法。医疗技术的进步增加了对婴儿单核细胞采集等无细胞抽吸术的需求。
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引用次数: 0
Telapheresis: One institution's experience Telapheresis:一家机构的经验
IF 1.4 4区 医学 Q4 HEMATOLOGY Pub Date : 2024-07-10 DOI: 10.1002/jca.22139
Mehraboon Irani, Sorelle Jefcik, Susan Knight

Telemedicine in its most common form is the use of videoconferencing to consult with a patient and telapheresis is telemedicine in the form of videotelephony applied to consult with a patient for apheresis. The article discusses how a large apheresis program in a metropolitan area provided physician coverage for apheresis in a more remote hospital using telapheresis with local physician “partners” and local nurses employed by and trained by the apheresis program that perform the procedure. Consent for the procedure was obtained, and orders were placed by the local physician after consultation with the apheresis physician, or the apheresis physician him/herself, having obtained privileges at the remote hospital. This allowed patients access to apheresis procedures nearer to their place of residence and in familiar surroundings which generally made them feel more positive about their health care experience.

远程医疗最常见的形式是使用视频会议为病人提供咨询,而远程血液透析则是以视频电话形式为病人提供血液透析咨询的远程医疗。文章讨论了一个大都市地区的大型无创血液透析项目如何利用远程无创血液透析技术为较偏远医院的医生提供无创血液透析服务,并由当地医生 "合作伙伴 "和受雇于无创血液透析项目并接受过该项目培训的当地护士执行该手术。在获得手术同意后,由当地医生在咨询过无采血医生后下达医嘱,或由无采血医生本人在获得偏远地区医院的权限后下达医嘱。这样一来,患者就能在居住地附近和熟悉的环境中接受无创抽吸手术,这通常会让他们对自己的医疗体验感到更加积极。
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引用次数: 0
A multi-institutional survey of apheresis services among institutions in the United States 美国多机构无细胞疗法服务调查。
IF 1.4 4区 医学 Q4 HEMATOLOGY Pub Date : 2024-07-09 DOI: 10.1002/jca.22138
Nalan Yurtsever, Jeremy W. Jacobs, Garrett S. Booth, Joseph Schwartz, Yara A. Park, Jennifer S. Woo, Deisen Lauro, Sarina Torres, Dawn C. Ward, Laura D. Stephens, Elizabeth S. Allen, Christopher A. Tormey, Brian D. Adkins

Introduction

Apheresis practices in the United States (US) have not been comprehensively characterized to date. This study aimed to address this gap by evaluating apheresis therapy through a national survey.

Methods

A multi-institutional survey was conducted between April and July 2023. The survey, comprising 54 questions, focused on institutional demographics, procedures, equipment, staffing, training, and impacts of the Coronavirus Disease 2019 (COVID-19) pandemic. Responses from 22 institutions, primarily academic medical centers, were analyzed.

Results

Therapeutic plasma exchange (TPE) was the most common procedure, followed by hematopoietic progenitor cell collection (HPC-A) and red blood cell exchange (RCE). CAR-T cell collections were widespread, with some institutions supporting over 30 protocols concurrently. Most sites used the Spectra Optia Apheresis System, were managed by a transfusion medicine service, and employed internal apheresis providers. Insufficient staffing levels, exacerbated by the COVID-19 pandemic, were common and most often addressed using overtime.

Discussion

The survey highlighted the ubiquity of TPE, expanding cellular collections and staffing challenges. The role of apheresis in supporting cellular therapy, particularly in newly developing cell and gene therapies and clinical trials, was evident. Staffing issues during the pandemic emphasized the need for innovative recruitment strategies.

Conclusion

This nationwide survey provides the most comprehensive analysis to date of apheresis practices in large US academic centers.

导言:迄今为止,美国(US)的无细胞疗法尚未得到全面描述。本研究旨在通过一项全国性调查对无细胞疗法进行评估,从而弥补这一空白:方法:2023 年 4 月至 7 月期间进行了一次多机构调查。调查包括 54 个问题,主要涉及机构人口统计学、程序、设备、人员配备、培训以及 2019 年冠状病毒疾病(COVID-19)大流行的影响。对来自 22 家机构(主要是学术医疗中心)的答复进行了分析:结果:治疗性血浆置换(TPE)是最常见的程序,其次是造血祖细胞采集(HPC-A)和红细胞置换(RCE)。CAR-T 细胞采集非常普遍,有些机构同时支持 30 多个方案。大多数医疗机构使用 Spectra Optia 无细胞采集系统,由输血医学服务机构管理,并聘用内部无细胞采集服务提供者。因 COVID-19 大流行而加剧的人员配备不足现象十分普遍,最常见的解决方法是加班:讨论:调查强调了 TPE 的普遍性、不断扩大的细胞收集和人员配置方面的挑战。无细胞疗法在支持细胞疗法方面的作用显而易见,特别是在新开发的细胞和基因疗法以及临床试验中。大流行期间的人员配备问题强调了创新招募策略的必要性:这项全国范围的调查对美国大型学术中心的无细胞疗法实践进行了迄今为止最全面的分析。
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引用次数: 0
Therapeutic plasmapheresis in idiopathic membranous nephropathy anti-PLA2R-related: A case series 抗 PLA2R 相关特发性膜性肾病的治疗性浆血疗法:病例系列。
IF 1.4 4区 医学 Q4 HEMATOLOGY Pub Date : 2024-06-27 DOI: 10.1002/jca.22134
Dario Musone, Valentina Nicosia, Riccardo D'Alessandro, Marco Andrietti, Paolo Francesco Steri, Carolina Ruosi, Sofia Giuliana, Claudia Elefante, Pina Cuccurullo, Antonio Treglia

Membranous nephropathy is the most common cause of nephrotic syndrome (NS) in non-diabetic adults; in 80% of patients it is idiopathic (PMN). PMN has an autoimmune pathogenesis, 70%-85% of patients have increased titer of antibodies to the podocyte membrane antigen PLA2R. The etiological, prognostic and predictive role of the Ab anti-PLA2R is demonstrated. Standard therapy consists in anti-CD20 monoclonal antibody rituximab (RTX) combined with steroids or immunosuppressants according to the risk of progressive loss of kidney function. The immunosuppressive therapies are potentially associated to severe adverse events that lead to protocol suspension. Given their pivotal pathogenetic role, serum clearance of anti-PLA2R with plasmapheresis could have a beneficial impact on NS, particularly in patients not requiring or tolerating standard therapies. In this series, we present three cases of PMN anti-PLA2R related treated with a RTX plus plasmapheresis approach and demonstrate its overall effective role on anti-PLA2R titer and clinical outcomes.

膜性肾病是非糖尿病成人肾病综合征(NS)最常见的病因;80%的患者是特发性肾病(PMN)。膜性肾病有自身免疫发病机制,70%-85%的患者荚膜抗原 PLA2R 的抗体滴度增高。抗 PLA2R 抗体在病因学、预后和预测方面的作用已得到证实。标准疗法包括抗 CD20 单克隆抗体利妥昔单抗(RTX)与类固醇或免疫抑制剂(根据肾功能进行性丧失的风险而定)。免疫抑制剂疗法可能会导致严重的不良反应,从而导致方案中止。鉴于抗PLA2R的关键致病作用,通过血浆置换清除血清中的抗PLA2R可对NS产生有益影响,尤其是对不需要或不能耐受标准疗法的患者。在本系列报道中,我们介绍了采用 RTX 加血浆置换疗法治疗的三例 PMN 抗 PLA2R 相关病例,并展示了 RTX 对抗 PLA2R 滴度和临床结果的总体有效作用。
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引用次数: 0
CD34+ cell yield among healthy donors: Large-scale model development and validation 健康捐献者的 CD34+ 细胞产量:大规模模型开发与验证
IF 1.4 4区 医学 Q4 HEMATOLOGY Pub Date : 2024-06-26 DOI: 10.1002/jca.22135
Abdullah Alswied, David Daniel, Leonard N. Chen, Tariq Alqahtani, Kamille Aisha West-Mitchell

Background

Successful engraftment in hematopoietic stem cell transplantation necessitates the collection of an adequate dose of CD34+ cells. Thus, the precise estimation of CD34+ cells harvested via apheresis is critical. Current CD34+ cell yield prediction models have limited reproducibility. This study aims to develop a more reliable and universally applicable model by utilizing a large dataset, enhancing yield predictions, optimizing the collection process, and improving clinical outcomes.

Materials and Methods

A secondary analysis was conducted using the Center for International Blood and Marrow Transplant Research database, involving data from over 17 000 healthy donors who underwent filgrastim-mobilized hematopoietic progenitor cell apheresis. Linear regression, gradient boosting regressor, and logistic regression classification models were employed to predict CD34+ cell yield.

Results

Key predictors identified include pre-apheresis CD34+ cell count, weight, age, sex, and blood volume processed. The linear regression model achieved a coefficient of determination (R2) value of 0.66 and a correlation coefficient (r) of 0.81. The gradient boosting regressor model demonstrated marginally improved results with an R2 value of 0.67 and an r value of 0.82. The logistic regression classification model achieved a predictive accuracy of 96% at the 200 × 106 CD34+ cell count threshold. At thresholds of 400, 600, 800, and 1000 × 106 CD34+ cell count, the accuracies were 88%, 83%, 83%, and 88%, respectively. The model demonstrated a high area under the receiver operator curve scores ranging from 0.90 to 0.93.

Conclusion

This study introduces advanced predictive models for estimating CD34+ cell yield, with the logistic regression classification model demonstrating remarkable accuracy and practical utility.

背景:造血干细胞移植的成功移植需要收集足够剂量的 CD34+ 细胞。因此,精确估算通过无细胞采集获得的 CD34+ 细胞至关重要。目前的 CD34+ 细胞产量预测模型可重复性有限。本研究旨在利用大型数据集开发出更可靠、更普遍适用的模型,从而提高产量预测、优化采集过程并改善临床结果:利用国际血液和骨髓移植研究中心的数据库进行了二次分析,涉及超过17000名健康捐献者的数据,这些捐献者接受了菲格拉司汀动员的造血祖细胞无血细胞采集术。采用线性回归、梯度提升回归和逻辑回归分类模型预测 CD34+ 细胞产量:结果:发现的主要预测因素包括血液净化前的CD34+细胞计数、体重、年龄、性别和处理血量。线性回归模型的决定系数(R2)为 0.66,相关系数(r)为 0.81。梯度提升回归模型的结果略有改善,R2 值为 0.67,r 值为 0.82。在 CD34+ 细胞计数阈值为 200 × 106 时,逻辑回归分类模型的预测准确率为 96%。在 400、600、800 和 1000 × 106 CD34+ 细胞计数阈值时,准确率分别为 88%、83%、83% 和 88%。该模型的接收者运算曲线下面积得分很高,从 0.90 到 0.93:这项研究引入了用于估算 CD34+ 细胞产量的先进预测模型,其中逻辑回归分类模型显示出显著的准确性和实用性。
{"title":"CD34+ cell yield among healthy donors: Large-scale model development and validation","authors":"Abdullah Alswied,&nbsp;David Daniel,&nbsp;Leonard N. Chen,&nbsp;Tariq Alqahtani,&nbsp;Kamille Aisha West-Mitchell","doi":"10.1002/jca.22135","DOIUrl":"10.1002/jca.22135","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background</h3>\u0000 \u0000 <p>Successful engraftment in hematopoietic stem cell transplantation necessitates the collection of an adequate dose of CD34+ cells. Thus, the precise estimation of CD34+ cells harvested via apheresis is critical. Current CD34+ cell yield prediction models have limited reproducibility. This study aims to develop a more reliable and universally applicable model by utilizing a large dataset, enhancing yield predictions, optimizing the collection process, and improving clinical outcomes.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Materials and Methods</h3>\u0000 \u0000 <p>A secondary analysis was conducted using the Center for International Blood and Marrow Transplant Research database, involving data from over 17 000 healthy donors who underwent filgrastim-mobilized hematopoietic progenitor cell apheresis. Linear regression, gradient boosting regressor, and logistic regression classification models were employed to predict CD34+ cell yield.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Key predictors identified include pre-apheresis CD34+ cell count, weight, age, sex, and blood volume processed. The linear regression model achieved a coefficient of determination (<i>R</i><sup>2</sup>) value of 0.66 and a correlation coefficient (<i>r</i>) of 0.81. The gradient boosting regressor model demonstrated marginally improved results with an <i>R</i><sup>2</sup> value of 0.67 and an r value of 0.82. The logistic regression classification model achieved a predictive accuracy of 96% at the 200 × 10<sup>6</sup> CD34+ cell count threshold. At thresholds of 400, 600, 800, and 1000 × 10<sup>6</sup> CD34+ cell count, the accuracies were 88%, 83%, 83%, and 88%, respectively. The model demonstrated a high area under the receiver operator curve scores ranging from 0.90 to 0.93.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusion</h3>\u0000 \u0000 <p>This study introduces advanced predictive models for estimating CD34+ cell yield, with the logistic regression classification model demonstrating remarkable accuracy and practical utility.</p>\u0000 </section>\u0000 </div>","PeriodicalId":15390,"journal":{"name":"Journal of Clinical Apheresis","volume":"39 3","pages":""},"PeriodicalIF":1.4,"publicationDate":"2024-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jca.22135","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141457111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Journal of Clinical Apheresis
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