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探索盆腔放疗剂量分布对淋巴细胞计数的影响:基于体素的分析。

Exploring the impact of pelvic radiotherapy dose distribution on lymphocyte counts: a voxel-based analysis.

作者信息

Lee Sanghyeok, Kim Seohan, Ha Sangseok, Choi Kyu-Hye, Sung Wonmo

机构信息

Department of Biomedical Engineering and Medical Sciences, College of Medicine, Graduate School of The Catholic University of Korea, Seoul, 137-70, Republic of Korea.

Department of Radiation Oncology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, 137-70, Republic of Korea.

出版信息

Radiat Oncol. 2025 Jun 3;20(1):92. doi: 10.1186/s13014-025-02652-5.

DOI:10.1186/s13014-025-02652-5
PMID:40462153
Abstract

BACKGROUND AND PURPOSE

This study aimed to evaluate the impact of pelvic radiation therapy (RT) on the occurrence of severe radiation-induced lymphopenia (SRIL) and identify its clinical and dosimetric predictors using voxel-wise analysis. Understanding these impacts is crucial for improving patient outcomes and optimizing treatment protocols in radiation oncology.

MATERIALS AND METHODS

A retrospective analysis was conducted on 122 patients who underwent pelvic RT. Absolute lymphocyte counts (ALC) were measured before treatment and within one month of RT initiation. Patients were classified into SRIL and non-SRIL groups on the basis of their lowest recorded ALC during treatment. The associations between SRIL and clinical/dosimetric parameters were assessed via univariable (UVA) and multivariate (MVA) analysis. The influence of regionally detailed dose was assessed by voxel-based analysis (VBA) on spatially normalized 3D dose maps and CT images, focusing on the sacrum, femoral heads, and pelvic bones.

RESULTS

SRIL was associated with clinical and dosimetric factors. The baseline ALC was the most significant clinical predictor, with a lower baseline ALC increasing SRIL risk (OR = 0.996, p = 0.001). VBA further revealed localized highly related regional dose patterns, with 92.17% of the left femoral head and 91.32% of the right femoral head showing significant SRIL associations, whereas the associations were significantly lower in the sacrum (10.39%) and pelvic bones (left: 30.01%, right: 31.52%).

CONCLUSION

This study identified key clinical and dosimetric factors influencing SRIL in patients undergoing pelvic radiotherapy. Baseline ALC was the most significant clinical factor, and VBA showed that regional dose pattern changes within the femoral head were significantly associated with SRIL.

CLINICAL TRIAL NUMBER

Not applicable.

摘要

背景与目的

本研究旨在评估盆腔放射治疗(RT)对严重放射性淋巴细胞减少症(SRIL)发生的影响,并通过体素分析确定其临床和剂量学预测因素。了解这些影响对于改善患者预后和优化放射肿瘤学治疗方案至关重要。

材料与方法

对122例接受盆腔RT的患者进行回顾性分析。在治疗前和RT开始后1个月内测量绝对淋巴细胞计数(ALC)。根据治疗期间记录的最低ALC将患者分为SRIL组和非SRIL组。通过单变量(UVA)和多变量(MVA)分析评估SRIL与临床/剂量学参数之间的关联。通过基于体素的分析(VBA)对空间归一化的3D剂量图和CT图像评估区域详细剂量的影响,重点关注骶骨、股骨头和骨盆骨。

结果

SRIL与临床和剂量学因素相关。基线ALC是最显著的临床预测因素,基线ALC越低,SRIL风险越高(OR = 0.996,p = 0.001)。VBA进一步揭示了局部高度相关的区域剂量模式,92.17%的左股骨头和91.32%的右股骨头显示出与SRIL的显著关联,而骶骨(10.39%)和骨盆骨(左:30.01%,右:31.52%)的关联明显较低。

结论

本研究确定了影响盆腔放疗患者SRIL的关键临床和剂量学因素。基线ALC是最显著的临床因素,VBA显示股骨头内区域剂量模式变化与SRIL显著相关。

临床试验编号

不适用。

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本文引用的文献

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Understanding the impact of radiation-induced lymphopenia: Preclinical and clinical research perspectives.了解辐射诱导淋巴细胞减少症的影响:临床前和临床研究视角。
Clin Transl Radiat Oncol. 2024 Sep 6;49:100852. doi: 10.1016/j.ctro.2024.100852. eCollection 2024 Nov.
2
Immunotherapy in Cervical and Endometrial Cancer: Current Landscape and Future Directions.宫颈癌和子宫内膜癌的免疫治疗:现状与未来方向
Life (Basel). 2024 Mar 6;14(3):344. doi: 10.3390/life14030344.
3
Normal Tissue Complication Probability Modeling of Severe Radiation-Induced Lymphopenia Using Blood Dose for Patients With Hepatocellular Carcinoma.
利用肝癌患者血液剂量对严重放射性淋巴细胞减少症进行正常组织并发症概率建模。
Int J Radiat Oncol Biol Phys. 2024 Jul 1;119(3):1011-1020. doi: 10.1016/j.ijrobp.2023.11.060. Epub 2023 Dec 5.
4
Voxel-based analysis: Roadmap for clinical translation.体素分析:临床转化的路线图。
Radiother Oncol. 2023 Nov;188:109868. doi: 10.1016/j.radonc.2023.109868. Epub 2023 Sep 6.
5
Technical note: MAMBA-Multi-pAradigM voxel-Based Analysis: A computational cookbot.技术说明:MAMBA-多范式基于体素的分析:一个计算烹饪机器人。
Med Phys. 2023 Apr;50(4):2317-2322. doi: 10.1002/mp.16260. Epub 2023 Feb 14.
6
Assessing organ at risk position variation and its impact on delivered dose in kidney SABR.评估肾脏 SABR 中危及器官位置变化及其对剂量分布的影响。
Radiat Oncol. 2022 Jun 27;17(1):112. doi: 10.1186/s13014-022-02041-2.
7
On the interplay between dosiomics and genomics in radiation-induced lymphopenia of lung cancer patients.在肺癌患者放疗诱导性淋巴细胞减少症中,剂量组学与基因组学的相互作用。
Radiother Oncol. 2022 Feb;167:219-225. doi: 10.1016/j.radonc.2021.12.038. Epub 2021 Dec 31.
8
Pelvic bone marrow sparing radiotherapy for cervical cancer: A systematic review and meta-analysis.宫颈癌骨盆骨髓保护放疗:系统评价和荟萃分析。
Radiother Oncol. 2021 Dec;165:103-118. doi: 10.1016/j.radonc.2021.10.015. Epub 2021 Oct 27.
9
The Impact of Pelvic Nodal Radiotherapy on Hematologic Toxicity: A Systematic Review with Focus on Leukopenia, Lymphopenia and Future Perspectives in Prostate Cancer Treatment.盆腔淋巴结放疗对血液学毒性的影响:一项系统性综述,重点关注前列腺癌治疗中的白细胞减少症、淋巴细胞减少症及未来展望。
Crit Rev Oncol Hematol. 2021 Dec;168:103497. doi: 10.1016/j.critrevonc.2021.103497. Epub 2021 Oct 16.
10
Correlations between bone marrow radiation dose and hematologic toxicity in locally advanced cervical cancer patients receiving chemoradiation with cisplatin: a systematic review.局部晚期宫颈癌患者接受顺铂放化疗时骨髓剂量与血液学毒性的相关性:系统评价。
Radiother Oncol. 2021 Nov;164:128-137. doi: 10.1016/j.radonc.2021.09.009. Epub 2021 Sep 21.