弥漫性大b细胞淋巴瘤中基于18F-FDG PET/CT最热病灶评估的瘤内代谢异质性与免疫化疗应答的相关性分析

IF 2.3 2区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Wenchong Xin, Fei Wang, Weiying Gu, Yuetao Wang
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引用次数: 0

摘要

背景:18-氟脱氧葡萄糖正电子发射断层扫描/计算机断层扫描(18F-FDG PET/CT)评估的瘤内代谢异质性(MH)已被认为是实体肿瘤化疗耐药的潜在标志。然而,弥漫性大b细胞淋巴瘤(DLBCL)中MH的研究有限,其与免疫化疗(IC)应答的具体关系尚不清楚。本研究的目的是探讨评估肿瘤内MH的最佳方法,并分析基于PET/ ct的MH与DLBCL治疗结束(EOT)对IC的反应之间的关系。方法:本研究回顾性纳入了304例新诊断的DLBCL患者,他们接受了基线18F-FDG PET/CT扫描。采用目标病变累积标准化摄取值(SUV)直方图曲线下面积(AUC-CSH)、异质性指数(HI)和变异系数(COV)法评估瘤内MH。采用单变量和多变量逻辑回归分析来研究肿瘤内MH与EOT对IC的反应之间的关系。在调整混杂因素后,我们使用广义加性模型(GAM)和光滑曲线拟合来探索潜在的非线性关联,并使用二元逻辑回归模型来评估子群体内的相互作用。结果:共有70例患者(23%)在EOT发生原发性进行性疾病(PPD)。auc - csh最热和hi最热均与DLBCL的IC反应相关,auc - csh最热略优于hi最热。冠状病毒感染率无统计学差异。单因素回归分析显示auc - cshhot与IC反应有显著相关性[比值比(OR)/每标准差(SD): 0.53;95%置信区间(CI): 0.38-0.73;生育和患PPD的可能性,其中最富裕的人群患PPD的可能性最低(14.8%)。结论:在中国DLBCL患者中,auc - cshhot与一线IC EOT发生PPD的概率呈近似负线性相关。简单来说,随着肿瘤内MH程度的增加,发生PPD的概率也会增加。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Association analysis of intratumoral metabolic heterogeneity assessed by the hottest lesion based on <sup>18</sup>F-FDG PET/CT with immunochemotherapy response in diffuse large B-cell lymphoma.

Association analysis of intratumoral metabolic heterogeneity assessed by the hottest lesion based on <sup>18</sup>F-FDG PET/CT with immunochemotherapy response in diffuse large B-cell lymphoma.

Association analysis of intratumoral metabolic heterogeneity assessed by the hottest lesion based on <sup>18</sup>F-FDG PET/CT with immunochemotherapy response in diffuse large B-cell lymphoma.

Association analysis of intratumoral metabolic heterogeneity assessed by the hottest lesion based on 18F-FDG PET/CT with immunochemotherapy response in diffuse large B-cell lymphoma.

Background: Intratumoral metabolic heterogeneity (MH) assessed by 18-fluorine fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) has been recognized as a potential marker for chemotherapy resistance in solid tumors. However, research on MH in diffuse large B-cell lymphoma (DLBCL) is limited, and its specific relationship with the response to immunochemotherapy (IC) remains unclear. The objective of this study was to investigate optimal approaches for assessing intratumoral MH, and to analyze the association between PET/CT-based MH and end of treatment (EOT) response to IC in DLBCL.

Methods: This study retrospectively enrolled 304 newly diagnosed patients with DLBCL who underwent baseline 18F-FDG PET/CT scanning. Intratumoral MH was assessed by the method of the area under the curve of cumulative standardized uptake value (SUV) histogram (AUC-CSH), heterogeneity index (HI), and coefficient of variation (COV) of target lesion. Both univariate and multivariate logistic regression analyses were employed to investigate the association between intratumoral MH and the response to IC at the EOT. After adjusting for confounding factors, we utilized generalized additive model (GAM) and smooth curve fitting to explore potential nonlinear associations, and a binary logistic regression model was used to assess interactions within subgroups.

Results: A total of 70 patients (23%) developed primary progressive disease (PPD) at the EOT. Both AUC-CSHhottest and HIhottest were associated with the IC response in DLBCL, with AUC-CSHhottest slightly superior to HIhottest. No significant statistical difference was observed for COV. Univariate regression analysis revealed a significant association between AUC-CSHhottest and the response to IC [odds ratio (OR)/per standard deviation (SD): 0.53; 95% confidence interval (CI): 0.38-0.73; P<0.001]. After adjusting for risk factors, this association remained significant (OR/per SD: 0.58; 95% CI: 0.40-0.85; P=0.006). The GAM indicated a negative linear association between AUC-CSHhottest and the probability of developing PPD, with the top tertile group having the lowest likelihood of developing PPD (14.8%).

Conclusions: In Chinese patients with DLBCL, an approximately negative linear correlation was observed between the AUC-CSHhottest and the probability of developing PPD at the EOT of frontline IC. In simpler terms, as the degree of intratumoral MH increases, the probability of developing PPD also increases.

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来源期刊
Quantitative Imaging in Medicine and Surgery
Quantitative Imaging in Medicine and Surgery Medicine-Radiology, Nuclear Medicine and Imaging
CiteScore
4.20
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17.90%
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252
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