Filgrastim

Filgrastim
  • 文章类型: Journal Article
    这项研究旨在评估与pegfilgrastim预防高热中性粒细胞减少症(FN)相关的医疗费用,并评估其对日本日常实践中生存结果的影响。在这项单中心回顾性研究中,我们从296名接受氟尿嘧啶的日本乳腺癌患者中获得了数据,表柔比星,和环磷酰胺(FEC)-100化疗;将患者分为pegfilgrastim和非pegfilgrastim组。我们分析了化疗的中位费用,所有不良事件(AE)和FN的药物,以及因FN而住院。我们还评估了生存结果。pegfilgrastim组显示出明显更高的中位数总成本(JPY872320.0与JPY466715.0,p<0.001)。这种差异与预防性使用pegfilgrastim有关。所有AE治疗的药物成本中位数分别为JPY9030.4和JPY24690.6,非pegfilgrastim组显示出明显更高的成本(p<0.001)。在为FN管理住院的11名患者中,pegfilgrastim和非pegfilgrastim组之间的住院费用没有显着差异(JPY512390.0与日元307555.0,p=0.102)。pegfilgrastim和非pegfilgrastim组之间的3年总生存率没有显着差异(79.9%vs.88.3%,p=0.672)。在这项研究中,尽管由于使用pegfilgrastim进行初级预防,日常实践中的总医疗费用增加了,使用pegfilgrastim不会影响3年总生存期.我们的研究数据表明,根据患者相关的FN危险因素,在FEC-100化疗期间应使用一级预防的pegfilgrastim。而不是常规使用。
    This study aimed to estimate the medical costs associated with febrile neutropenia (FN) prophylaxis with pegfilgrastim and evaluate its impact on survival outcomes in daily practice in Japan. In this single-center retrospective study, we obtained data from 296 Japanese patients with breast cancer receiving fluorouracil, epirubicin, and cyclophosphamide (FEC)-100 chemotherapy; the patients were divided into the pegfilgrastim and non-pegfilgrastim groups. We analyzed the median costs of chemotherapy, drugs for all adverse events (AEs) and FN, and hospitalization due to FN. We also assessed the survival outcomes. The pegfilgrastim group showed a significantly higher median total cost (JPY 872320.0 vs. JPY 466715.0, p<0.001). This difference was associated with the prophylactic use of pegfilgrastim. The median costs of the drugs for all AE treatments were JPY 9030.4 and JPY 24690.6, with the non-pegfilgrastim group showing a significantly higher cost (p<0.001). In 11 patients hospitalized for FN management, no significant difference in hospitalization cost was observed between the pegfilgrastim and non-pegfilgrastim groups (JPY 512390.0 vs. JPY 307555.0, p=0.102). No significant difference in the 3-year overall survival was observed between the pegfilgrastim and non-pegfilgrastim groups (79.9% vs. 88.3%, p=0.672). In this study, although the total medical cost in daily practice increased because of primary prophylaxis with pegfilgrastim, the 3-year overall survival was not impacted by the use of pegfilgrastim. Our study data suggested that the primary prophylaxis pegfilgrastim should be used during FEC-100 chemotherapy based on the patient-related FN risk factors, instead of routine use.
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    文章类型: English Abstract
    Polatuzumabvedotin(Pola)联合治疗用于弥漫性大B细胞淋巴瘤(DLBCL)治疗。在临床试验中,超过90%的患者接受了粒细胞集落刺激因子(G-CSF)作为一级预防.然而,缺乏研究预防性给药益处的报告.在这项研究中,我们讨论了在有或没有G-CSF联合Pola治疗的初级预防的情况下发热性中性粒细胞减少症(FN)的发生率.我们观察到使用Pola-BR治疗和不使用G-CSF的FN发生率分别为0%和9.5%,分别。Pola-R-CHP的FN发生率倾向于更高:0%和31.2%,有和没有G-CSF,分别。使用G-CSF的Pola-BR组的住院时间显着减少(11天vs.无G-CSF组18天),这表明预防可能有助于这种减少。虽然没有统计学意义,预防性G-CSF给药倾向于降低3级或更高的白细胞减少症和中性粒细胞减少症的发生率,提示Pola联合治疗中初次预防性G-CSF的给药有助于降低血液学毒性.
    Polatuzumab vedotin(Pola)combination therapy is used for diffuse large B-cell lymphoma(DLBCL)treatment. In clinical trials, more than 90% of the patients have received granulocyte-colony stimulating factor(G-CSF)as primary prophylaxis. However, reports investigating the benefit of prophylactic administration are lacking. In this study, we addressed the incidence of febrile neutropenia(FN)with and without primary prophylaxis with G-CSF combined with Pola therapy. We observed that the incidence of FN with Pola-BR therapy was 0% and 9.5% with and without G-CSF, respectively. The incidence of FN with Pola-R-CHP tended to be higher: 0% and 31.2% with and without G-CSF, respectively. The duration of hospitalization significantly decreased in the Pola-BR group with G-CSF(11 days vs. 18 days in the group without G-CSF), suggesting that prophylaxis might contribute to this reduction. Although not statistically significant, prophylactic G-CSF administration tended to reduce the incidence of Grade 3 or higher leukopenia and neutropenia, suggesting that primary prophylactic G-CSF administration in Pola combination therapy could contribute to reduced hematologic toxicity.
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  • DOI:
    文章类型: English Abstract
    G-LastaBodyPod(BodyPod),一种新开发的自动注射pegfilgrastim(Peg-G)的体内注射器,在日本已被批准用于临床。然而,其精确操作尚未确定。探索积累的文学,我们回顾了其他国家使用的Peg-G随身注射器的疗效和安全性,并确定了其合格标准,操作程序,和故障排除指南。海外,Peg-G体内注射器用于相对年轻的患者,大约50岁。体内注射器故障的发生率很低(0.1-4.9%),包括注射故障,药物渗漏,和辍学。我们将符合条件的患者定义为能够自我管理的患者(处理BodyPod并了解故障排除)。为了方便患者,BodyPod由具有应用技术专长的护士在门诊化疗中心应用于他们。我们将BodyPod相关问题分类为(1)应用和注射Peg-G后的过敏症状,(2)在启动Peg-G注射之前出现故障或故障,或(3)启动Peg-G注射后出现故障或失效。总之,在临床应用之前,仔细了解BodyPod的处理和故障至关重要,以及适合每家医院的患者适应症和故障排除指南。
    The G-Lasta BodyPod(BodyPod), a newly developed on-body injector that automatically injects pegfilgrastim(Peg-G), has been approved for clinical use in Japan. However, its precise operation is yet to be established. Exploring accumulated literature, we reviewed the efficacy and safety of the Peg-G on-body injector used in other countries and determined its eligibility criteria, operating procedures, and troubleshooting guideline. Overseas, the Peg-G on-body injectors were utilized in relatively young patients, approximately 50 years of age. The incidence of on-body injector failure was low(0.1-4.9%)and comprised injection failure, drug leakage, and dropout. We defined eligible patients as those capable of self-management (handling the BodyPod and understanding troubleshooting). For convenience of patients, the BodyPod was applied to them in the outpatient chemotherapy center by nurses with expertise in the application technique. We categorized BodyPod- related issues as(1)allergic symptoms after application and Peg-G injection,( 2)malfunction or failure before initiating the Peg-G injection, or(3)malfunction or failure after initiating the Peg-G injection. In conclusion, a careful understanding of the handling and malfunction of the BodyPod is essential prior to application in clinical settings, along with patient indications and troubleshooting guidelines appropriate for each hospital.
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  • 文章类型: Journal Article
    背景:越来越多的研究涉及炎症过程,包括中性粒细胞-淋巴细胞比率(NLR)的改变,在精神疾病的病理生理学中。通常研究鹿鼠(Peromycusmaniculatusbairdii)的自然性表现为强迫行为。为了将来努力了解先天和适应性免疫过程如何参与该模型,我们的目的是研究pegfilgrastim的作用,聚乙二醇化重组人粒细胞集落刺激因子(g-CSF)类似物,雄性和雌性鹿鼠的NLR。
    方法:简而言之,将54只鹿小鼠(两性平均分布)与对照或pegfilgrastim(0.1或1mg/kg)单次注射(每组n=18)。每组六只小鼠(每个性别三只)在第二天安乐死,四个和七个行政后,收集他们的血液和NLR计算。数据通过普通三因素方差分析进行分析,其次是Bonferroni事后测试。
    结果:不考虑剂量,pegfilgrastim在测试的第4天和第7天导致两性小鼠的NLR值均较高。然而,暴露于较高剂量的雌性小鼠,无论时间如何,都呈现明显更高的NLR值,与暴露于相同的雄性小鼠相比。
    结论:这项工作产生的数据突出了pegfilgrastim的重要剂量和性别特异性方面,雌性小鼠仅对高剂量pegfilgrastim给药显示NLR升高。由于雄性和雌性鹿小鼠的先天免疫成分对g-CSF刺激具有差异敏感性,我们的结果为进一步研究鹿小鼠的性别特异性免疫过程提供了有用的基础。
    BACKGROUND: An increasing body of research implicates inflammatory processes, including alterations in the neutrophil-lymphocyte ratio (NLR), in the pathophysiology of psychiatric illness. The deer mouse (Peromyscus maniculatus bairdii) is commonly studied for its naturalistic expression of compulsive-like behaviour. Towards future efforts to gain an understanding of how innate and adaptive immune processes might be involved in this model, we aimed to study the effects of pegfilgrastim, a pegylated recombinant human granulocyte colony-stimulating factor (g-CSF) analogue, on the NLR of both male and female deer mice.
    METHODS: Briefly, 54 deer mice (equally distributed between sexes) were exposed to a single injection with either control or pegfilgrastim (0.1 or 1 mg/kg) (n = 18 per group). Six mice of each group (three per sex) were euthanized on days two, four and seven post-administration, their blood collected and the NLR calculated. Data were analysed by means of ordinary three-way ANOVA, followed by Bonferroni post-hoc testing.
    RESULTS: Irrespective of dose, pegfilgrastim resulted in higher NLR values in mice of both sexes at days four and seven of testing. However, female mice exposed to the higher dose, presented with significantly higher NLR values irrespective of time, compared to male mice exposed to the same.
    CONCLUSIONS: The data generated from this work highlight important dose- and sex-specific aspects of pegfilgrastim with female mice showing heighted elevation of the NLR in response to high-dose pegfilgrastim administration only. Since the innate immune components of male and female deer mice is differentially sensitive to g-CSF stimulation, our results provide a useful basis for further study of sex-specific immunological processes in deer mice.
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  • 文章类型: Journal Article
    人类G-CSF于1984年在纪念斯隆-凯特琳癌症中心被发现,纽约基于这些发现,重组G-CSF是由Amgen开发的,千橡树。1987年,临床试验开始在化疗后的癌症患者中使用重组G-CSF以减少中性粒细胞减少症的持续时间,并在先天性中性粒细胞减少症(CN)患者中使用重组G-CSF以增加中性粒细胞的数量。它改变了许多癌症患者的生活质量,并挽救了许多(CN)患者的生命。
    Human G-CSF was identified in 1984 at Memorial Sloan-Kettering Cancer Centre, New York. Based on these findings, recombinant G-CSF was developed by Amgen, Thousand Oaks. In 1987, clinical trials began using recombinant G-CSF in cancer patients following chemotherapy to reduce the duration of neutropenia and in patients with congenital neutropenia (CN) to increase the number of neutrophils. It has changed the quality of life for many cancer patients and saved the lives of many patients with (CN).
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  • 文章类型: Journal Article
    背景:推荐用于横纹肌肉瘤(RMS)和尤文肉瘤(ES)患者的化疗方案具有骨髓抑制性,可降低中性粒细胞绝对计数(ANC),并随后增加发热性中性粒细胞减少(FN)的风险。然而,只有少数研究关注粒细胞集落刺激因子(G-CSF)药物在RMS和ES的儿科和青少年患者中的疗效和安全性.我们的目的是研究mecapegfilgrastim的疗效和安全性,pegfilgrastim的生物仿制药,预防儿童和青少年RMS或ES患者的FN。
    方法:在这个单臂中,单中心,前瞻性研究,患有RMS或ES的儿科和青少年患者被纳入接受VAC(长春新碱,环磷酰胺,放线菌素)方案或VDC(长春新碱,环磷酰胺,多柔比星)方案,为期3周,然后用美卡皮非格司亭(100μg/kg,最大6毫克)在完成化疗后24小时给予。主要终点是FN的发生率。次要终点包括4级中性粒细胞减少症的发生率,ANC的持续时间≤0.5×109/L,化疗延迟或减少的发生率,使用抗生素,和安全概况。
    结果:总计,30人中的2人(6.7%,95%CI:0.82-22.07)患者在第一周期化疗后出现FN。八(26.7%,95%CI:12.28-45.89)患者在接受预防性mecapegfilgrastim后出现4级中性粒细胞减少症。8例患者发生ANC≤0.5×109/L,中位病程4.5天;6名患者在第7天达到其ANC水平的最低点,其中5名患者在第10天恢复。没有剂量减少,延迟,或报告停止化疗。21名(70.0%)患者在治疗期间接受了抗生素治疗。在0-5年和13-18年组没有患者经历FN,6-12年组2例患者发生FN。两个病人,6名患者,并且在0-5年内没有患者经历过4级中性粒细胞减少症,6-12年,和13-18岁组,分别。
    结论:Mecapegfilgrastim在RMS或ES的儿科和青少年患者中显示出可接受的疗效和安全性。需要进一步的大样本量随机研究。
    背景:该临床试验已在Chictr.org注册。cn(没有ChiCTR1900022249)。2019年3月31日注册。
    BACKGROUND: The chemotherapy regimens recommended for both rhabdomyosarcoma (RMS) and Ewing sarcoma (ES) patients are myelosuppressive and can reduce the absolute neutrophil count (ANC) and subsequently increase the risk of febrile neutropenia (FN). However, only a few studies have focused on the efficacy and safety of granulocyte-colony stimulating factor (G-CSF) drugs in pediatric and adolescent patients with RMS and ES. Our objective was to investigate the efficacy and safety of mecapegfilgrastim, a biosimilar of pegfilgrastim, in prophylaxis of FN for pediatric and adolescent patients with RMS or ES.
    METHODS: In this single-arm, single-center, prospective study, pediatric and adolescent patients with RMS or ES were enrolled to receive either VAC (vincristine, cyclophosphamide, dactinomycin) regimen or VDC (vincristine, cyclophosphamide, doxorubicin) regimen in a 3-week cycle, followed by treatment with mecapegfilgrastim (100 μg/kg, maximum 6 mg) given at 24 h after completing chemotherapy. The primary endpoint was the incidence rate of FN. Secondary endpoints included the incidence rate of grade 4 neutropenia, duration of ANC ≤ 0.5 × 109/L, incidence rate of chemotherapy delay or reduction, use of antibiotics, and safety profile.
    RESULTS: In total, 2 of the 30 (6.7%, 95% CI: 0.82-22.07) patients experienced FN after the first cycle of chemotherapy. Eight (26.7%, 95% CI: 12.28-45.89) patients experienced grade 4 neutropenia after receiving prophylactic mecapegfilgrastim. Eight patients experienced ANC ≤ 0.5 × 109/L with a median duration of 4.5 days; among them, 6 patients reached the lowest point of their ANC level on day 7, and 5 of them recovered by day 10. No dose reductions, delays, or discontinuation of chemotherapy was reported. Twenty-one (70.0%) patients received antibiotics during the treatment period. No patient experienced FN in the 0-5 years and the 13-18 years groups, and 2 patients experienced FN in the 6-12 years group. Two patients, 6 patients, and no patient experienced grade 4 neutropenia in the 0-5 years, 6-12 years, and 13-18 years groups, respectively.
    CONCLUSIONS: Mecapegfilgrastim showed acceptable efficacy and safety profile in pediatric and adolescent patients with RMS or ES. Further randomized studies with large sample size are warranted.
    BACKGROUND: This clinical trial was registered at Chictr.org.cn (No.ChiCTR1900022249). Registered on March 31, 2019.
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  • 文章类型: Journal Article
    生物仿制药提供了节省成本和扩大获取生物产品的潜力;然而,人们对生物仿制药的摄取率感到担忧。我们评估了生物仿制药和发起人定价之间的关系,覆盖范围,通过描述分为两类的四个案例研究和市场份额:(1)唯一优先覆盖策略(即,目标是首选发起人产品;非首选生物仿制药),定义为发起人产品的平均销售价格(ASP)大幅降低(到2022年引入生物仿制药竞争后净价下降至少50%)和(2)非唯一优先覆盖战略(即,目标是让发起人产品与生物类似产品一起优先使用),定义为鼻祖产品的ASP适度降低(净价至少没有下降其生物仿制药竞争前价值的50%)。我们发现,相对于具有非唯一优先覆盖策略的发起人,具有唯一优先覆盖策略的发起人保持了处方集偏好和市场份额。不管策略如何,在引入生物仿制药之后的几年中,所有四个产品系列(原始产品和生物仿制药)的市场加权ASP显着下降,这表明,单独的生物仿制药吸收可能并不能完全衡量生物仿制药市场是否促进竞争和降低价格。
    Biosimilars offer the potential for cost savings and expanded access to biologic products; however, there are concerns regarding the rate of biosimilar uptake. We assessed the relationship between biosimilar and originator pricing, coverage, and market share by describing four case studies that fall into two categories: (1) sole preferred coverage strategy (ie, aim is to have originator product preferred; biosimilar(s) non-preferred), defined as steep average sales price (ASP) reductions for originator products (decline in net prices by at least 50% following the introduction of biosimilar competition by 2022) and (2) non-sole preferred coverage strategy (ie, aim is to have originator product preferred alongside biosimilar products), defined as moderate ASP reductions for originator products with (net prices did not decline by at least 50% of its pre-biosimilar competition value). We found that originators with sole preferred coverage strategies maintained formulary preference and market share relative to originators with non-sole preferred coverage strategies. Regardless of strategy, the market-weighted ASP for all four product families (originator and biosimilars) declined significantly in the years following the introduction of biosimilars, suggesting that biosimilar uptake alone may not be a complete measure of whether the biosimilar market is facilitating competition and lowering prices.
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  • 文章类型: Journal Article
    背景:Pegfilgrastim-cbqv/CHS-1701(UDENYCA®)(以下简称pegfilgrastim-cbqv)于2018年被美国食品和药物管理局批准为pegfilgrastim(Neulasta®)的生物仿制药(以下简称pegfilstim)。pegfilgrastim-cbqv和pegfilgrastim都是重组人粒细胞集落刺激因子(r-metHuG-CSF)与20kDa聚乙二醇(PEG)的结合物,可降低感染发生率。表现为发热性中性粒细胞减少症,在接受骨髓抑制抗癌药物的患者中。PEG-蛋白质缀合物的分析相似性的证明提出了独特的挑战,因为必须表征蛋白质和PEG属性两者。
    目的:当前的研究证明了pegfilgrastim-cbqv与参考产品的分析相似性,Pegfilgrastim.除了蛋白质的物理化学和功能表征外,该研究评估了聚乙二醇化特有的属性,包括PEG大小和多分散性,附件的位置,连接体成分,和聚乙二醇化过程相关的变体。
    方法:结构,功能,使用最先进的分析方法比较了pegfilgrastim-cbqv和pegfilgrastim的稳定性属性。对于蛋白质,一级结构,二硫化物结构,二级和三级结构使用传统的蛋白质表征技术,如质谱(MS),圆二色性(CD),固有荧光,和差示扫描量热法(DSC),以及更先进的技术,如二维(2D)核磁共振(NMR)和氢氘交换(HDX)。对于PEG部分,附件的位置,占用,连接体成分,使用质谱(完整和内切蛋白酶消化后)比较大小和多分散性,多角度光散射检测(MALS),和埃德曼退化。纯度评估包括使用色谱和电泳分析分离技术评估蛋白质变体和PEG化变体。使用基于细胞的生物测定法和表面等离子体共振(SPR)比较了pegfilgrastim-cbqv和pegfilgrastim之间的功能相似性。在加速和应力条件下比较了降解速率和稳定性曲线。
    结果:通过对生理化学和功能属性的全面评估证明了生物相似性,以及相对稳定性,pegfilgrastim-cbqv相对于pegfilgrastim。这些研究证明了相同的一级结构和二硫化物结构,高度相似的二级和三级结构,以及功能相似性。pegfilgrastim-cbqv的杂质谱与pegfilgrastim的杂质谱相当,PEG化变体的差异很小,PEG摩尔质量略有偏移。这些差异没有临床相关性。在加速和胁迫条件下,降解曲线在质量和数量上相似。
    结论:结构,功能,和稳定性数据表明pegfilgrastim-cbqv与参考产品高度相似,Pegfilgrastim.
    BACKGROUND: Pegfilgrastim-cbqv/CHS-1701 (UDENYCA®) (hereafter referred to as pegfilgrastim-cbqv) was approved in 2018 by the US Food and Drug Administration as a biosimilar for pegfilgrastim (Neulasta®) (hereafter referred to as pegfilgrastim). Both pegfilgrastim-cbqv and pegfilgrastim are conjugates of recombinant human granulocyte colony stimulating factor (r-metHuG-CSF) with a 20 kDa polyethylene glycol (PEG) indicated to decrease the incidence of infection, as manifested by febrile neutropenia, in patients receiving myelosuppressive anticancer drugs. The demonstration of analytical similarity for PEG-protein conjugates presents unique challenges since both the protein and PEG attributes must be characterized.
    OBJECTIVE: The current study demonstrates the analytical similarity of pegfilgrastim-cbqv and the reference product, pegfilgrastim. In addition to the physicochemical and functional characterization of the protein, the study assessed attributes specific to PEGylation including PEG size and polydispersity, site of attachment, linker composition, and PEGylation process-related variants.
    METHODS: The structural, functional, and stability attributes of pegfilgrastim-cbqv and pegfilgrastim were compared using state-of-the-art analytical methods. For the protein, the primary structure, disulfide structure, and secondary and tertiary structures were assessed using traditional protein characterization techniques such as mass spectrometry (MS), circular dichroism (CD), intrinsic fluorescence, and differential scanning calorimetry (DSC), as well as more advanced techniques such as two-dimensional (2D) nuclear magnetic resonance (NMR) and hydrogen deuterium exchange (HDX). For the PEG moiety, the site of attachment, occupancy, linker composition, size and polydispersity were compared using mass spectrometry (both intact and after endoprotease digestion), multiangle light scattering detection (MALS), and Edman degradation. Purity assessments included the assessment of both protein variants and PEGylation variants using chromatographic and electrophoretic analytical separation techniques. The functional similarity between pegfilgrastim-cbqv and pegfilgrastim was compared using both a cell-based bioassay and surface plasmon resonance (SPR). The degradation rates and stability profiles were compared under accelerated and stressed conditions.
    RESULTS: Biosimilarity was demonstrated by a thorough assessment of physiochemical and functional attributes, as well as comparative stability, of pegfilgrastim-cbqv relative to pegfilgrastim. These studies demonstrated identical primary structure and disulfide structure, highly similar secondary and tertiary structure, as well as functional similarity. The impurity profile of pegfilgrastim-cbqv was comparable to that of pegfilgrastim with only minor differences in PEGylation variants and a slight offset in the PEG molar mass. These differences were not clinically relevant. The degradation profiles were qualitatively and quantitatively similar under accelerated and stress conditions.
    CONCLUSIONS: The structural, functional, and stability data demonstrate that pegfilgrastim-cbqv is highly similar to the reference product, pegfilgrastim.
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  • 文章类型: Journal Article
    背景:造血干细胞移植的成功植入需要收集足够剂量的CD34+细胞。因此,通过单采术收集的CD34+细胞的精确估计是至关重要的。当前的CD34+细胞产量预测模型具有有限的再现性。本研究旨在通过利用大型数据集开发更可靠和普遍适用的模型,增强产量预测,优化收集过程,改善临床结果。
    方法:使用国际血液和骨髓移植研究中心数据库进行了二次分析,涉及17000多名健康捐献者的数据,这些捐献者接受了非格司亭动员的造血祖细胞分离术。线性回归,梯度增强回归量,和逻辑回归分类模型用于预测CD34细胞产量。
    结果:确定的关键预测因子包括单采前CD34+细胞计数,体重,年龄,性别,和血容量处理。线性回归模型实现了0.66的确定系数(R2)值和0.81的相关系数(r)。梯度增强回归模型显示出略微改善的结果,R2值为0.67,r值为0.82。逻辑回归分类模型在200×106CD34细胞计数阈值下实现了96%的预测准确性。在400、600、800和1000×106CD34+细胞计数的阈值下,准确率是88%,83%,83%,88%,分别。该模型显示了受试者操作员曲线下的高面积分数,范围为0.90至0.93。
    结论:本研究引入了用于估计CD34+细胞产量的先进预测模型,逻辑回归分类模型具有显著的准确性和实用性。
    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.
    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.
    CONCLUSIONS: This study introduces advanced predictive models for estimating CD34+ cell yield, with the logistic regression classification model demonstrating remarkable accuracy and practical utility.
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  • 文章类型: Journal Article
    背景:骨髓抑制,癌症治疗的挑战,常导致严重的并发症。预防性粒细胞集落刺激因子,尤其是pegfilgrastim,减轻化疗诱导的中性粒细胞减少症。这篇叙述性综述评估了体内注射器(OBI)设备在pegfilgrastim管理中的作用。PubMed和AI驱动的直观搜索工具的全面搜索策略,辅以作者的贡献,发表了一系列关于OBI设备的证据,它们的有效性和安全性,OBI与预填充注射器给药的好处和挑战,患者对pegfilgrastim给药的偏好,和经济考虑。
    结论:OBI设备证明是有效和安全的,具有减少诊所就诊次数和提高依从性等优势。研究强调了成本效益和扩大的访问,强调社会经济背景。患者和提供者的偏好强调了OBI设备在癌症护理中的潜力,对医疗资源利用和药物经济学有影响。
    结论:OBI设备的价值主张在于改善患者预后,便利性,资源优化,并增强整体癌症护理体验。随着生物类似药OBI进入市场,他们可以节省成本,进一步影响他们的采用和他们在癌症治疗中作为一种具有成本效益的替代方案的定位。正在进行的研究和技术进步预计将有助于OBI设备在癌症护理交付中的更广泛接受。
    BACKGROUND: Myelosuppression, a challenge in cancer treatment, often results in severe complications. Prophylactic granulocyte colony-stimulating factors, particularly pegfilgrastim, mitigate chemotherapy-induced neutropenia. This narrative review evaluates the role of on-body injector (OBI) devices for pegfilgrastim administration. A comprehensive search strategy of PubMed and AI-powered intuitive search tools, complemented by authors\' contributions, yielded a body of papers presenting evidence on OBI devices, their effectiveness and safety, the benefits and challenges of OBI versus pre-filled syringe administration, patient preferences for pegfilgrastim administration, and economic considerations.
    CONCLUSIONS: OBI devices prove effective and safe, with advantages such as reduced clinic visits and enhanced adherence. Studies highlight cost-efficiency and expanded access, emphasizing the socioeconomic context. Patient and provider preferences underscore the potential of OBI devices in cancer care, with implications for healthcare resource utilization and pharmacoeconomics.
    CONCLUSIONS: The value proposition of OBI devices lies in improving patient outcomes, convenience, resource optimization, and enhancing the overall cancer care experience. As biosimilar OBIs enter the market, they may offer cost savings, further influencing their adoption and their positioning as a cost-efficient alternative in cancer care. Ongoing research and technological advancements are expected to contribute to the broader acceptance of OBI devices in cancer care delivery.
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