Predicting neutropenia dynamics after radiation therapy in multiple myeloma patients receiving first-line bortezomib-based chemotherapy – a pilot study

Q4 Medicine Nowotwory Pub Date : 2023-09-05 DOI:10.5603/njo.a2023.0032
Michał Masłowski, Konrad Stawiski, Adam Zięba, Damian Mikulski, Julia Bednarek, Jacek Fijuth
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Abstract

Introduction. Radiation therapy (RT) is a useful modality for achieving local control and symptom relief in patients with multiple myeloma (MM), but its use can result in adverse effects such as neutropenia, which may be aggravated by prior chemotherapy. Material and methods. In this retrospective study, we analyzed 530 complete blood count results of 32 MM patients who underwent RT for symptomatic bone pain between cycles or after completing first-line bortezomib-based che­motherapy (VCD). To evaluate the dynamics of neutrophil count (ANC) changes, we developed a generalized additive model (GAM) using initial ANC, dosage (BED10), and treatment volume (PTV) as predictors. Results. Our GAM model demonstrated that ANC nadir after RT can be expected approximately 16 days after treatment initiation. The delivery of 8 Gy in 1 fraction resulted in the lowest ANC nadir, while a dose of 30 Gy in 10–15 fractions was deemed the safest. For PTV = 1000 cm3, an initial ANC level of at least 1.42 × 103/μl was associated with no incidence of severe neutropenia irrespective of the fractionation scheme. Longer courses allowed for treatment delivery without significant neutropenia even with an initial ANC of 1.23 × 103/μl on the day of RT initiation. Conclusions. Our model could aid in optimizing treatment strategies for MM patients receiving RT and chemotherapy. Further research is needed to validate our findings and evaluate the feasibility of implementing this model in clinical practice.
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预测接受一线硼替佐米化疗的多发性骨髓瘤患者放射治疗后中性粒细胞减少动力学-一项初步研究
介绍。放射治疗(RT)是实现多发性骨髓瘤(MM)患者局部控制和症状缓解的有效方式,但其使用可能导致中性粒细胞减少等不良反应,并且可能因先前的化疗而加重。材料和方法。在这项回顾性研究中,我们分析了32例MM患者的530全血细胞计数结果,这些患者在周期之间或完成一线硼替佐米化疗(VCD)后接受了RT治疗,以治疗症状性骨痛。为了评估中性粒细胞计数(ANC)变化的动态,我们建立了一个广义加性模型(GAM),使用初始ANC、剂量(BED10)和治疗量(PTV)作为预测因子。结果。我们的GAM模型显示,在治疗开始后大约16天,治疗后ANC最低点可以预期。1份8 Gy的剂量导致最低的ANC最低点,而10-15份30 Gy的剂量被认为是最安全的。对于PTV = 1000 cm3,无论分离方案如何,初始ANC水平至少为1.42 × 103/μl与严重中性粒细胞减少的发生率无关。即使在RT开始当天ANC为1.23 × 103/μl的情况下,较长的疗程允许无明显中性粒细胞减少的治疗递送。结论。我们的模型可以帮助优化MM患者接受放疗和化疗的治疗策略。需要进一步的研究来验证我们的发现,并评估在临床实践中实施该模型的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Nowotwory
Nowotwory Medicine-Oncology
CiteScore
0.90
自引率
0.00%
发文量
44
期刊介绍: NOWOTWORY Journal of Oncology publishes papers which cover all aspects of oncology but concentrates on clinical studies, both research orientated and treatment orientated, rather than on laboratory studies. Contributions are also welcomed from the fields of epidemiology, tumor pathology, radiobiology and radiation physics.
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