PO.TB02.01 · 肿瘤生物学
[18F]-FMISO-PET成像用于表征肥胖对免疫治疗期间缺氧肿瘤微环境的影响
[ 18 F]-FMISO-PET imaging to characterize the impact of obesity on the hypoxic tumor microenvironment during immunotherapy
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
引言:40%的三阴性乳腺癌(TNBC)患者同时患有肥胖(BMI>30 kg/m²)。临床研究表明肥胖会恶化癌症结局,促使人们对肥胖肿瘤微环境(TME)内的新型治疗靶点进行研究。临床前研究显示,肥胖会增加肿瘤缺氧,通过减少免疫治疗(IMT)的分布和促肿瘤免疫转变而削弱IMT应答。[18F]-氟米索硝唑(FMISO)正电子发射断层扫描(PET)可无创量化缺氧,从而能够根据缺氧水平对患者进行分层以预测IMT应答,并为使用二线缺氧激活前药(如依沃磷酰胺,EVO)提供依据。
方法:C57/Bl6J小鼠在第-12天将E0771植入第3乳腺脂肪垫之前,先饲喂高脂饮食(HFD,n=68)或低脂饮食(LFD,n=19)13周。为探究肥胖对基线肿瘤缺氧的影响,对一组LFD和HFD小鼠进行[18F]-FMISO PET成像。第二组HFD小鼠被分为对照组(生理盐水,n=19)或IMT组(每3天给予抗CTLA-4和抗PD-1,n=49)。在第0、5和12天对小鼠进行[18F]-FMISO PET成像,并通过标准摄取值(SUV)指标量化信号。第6天,将IMT小鼠随机分配为继续IMT(n=30)或同时接受EVO(n=19)。基于ROC分析,采用第5天肿瘤与肌肉背景比值(TBR)为1.3的阈值将肿瘤分类为缺氧/常氧。通过相关性分析评估第5天TBR对长期应答(根据RECIST标准定义)的预测能力。在成像时间点对一部分治疗组进行安乐死以对免疫细胞群进行流式细胞术分析。采用双向方差分析(ANOVA)进行统计分析。
结果:在第0天,HFD小鼠的肿瘤缺氧(SUV mean)较LFD小鼠显著增加(p<0.0001),而肿瘤体积无差异。在HFD中,IMT在第21天带来25%的应答率。第5天TBR与IMT治疗小鼠的长期生存呈负相关(p=0.003,r²=0.5)。当将肿瘤分层为常氧或缺氧时,与单用IMT相比,在IMT基础上加用EVO使缺氧肿瘤内的肿瘤缺氧(SUV max)降低了21%(p=0.008)。有趣的是,与单用IMT相比,联合治疗使M2样巨噬细胞增加330%(p=0.06),调节性T细胞增加173%(p=0.06),并且未显示出长期肿瘤体积的改善。
结论:我们的研究支持了现有文献所证明的HFD环境下肿瘤缺氧增加,以及[18F]-FMISO分层可预测TNBC模型对免疫治疗的应答。既往研究显示,在缺氧肿瘤中,瘦体肿瘤模型在IMT基础上加用EVO具有叠加应答;然而,我们的研究表明EVO虽可降低缺氧、肥胖肿瘤的缺氧,但这并未挽救IMT应答,这可能是由于促肿瘤免疫变化增加所致。
查看英文原文 English abstract
Introduction: 40% of patients with triple-negative breast cancer (TNBC) also have obesity (BMI>30 kg/m 2 ). Clinical studies have demonstrated that obesity worsens cancer outcomes, urging investigation of novel therapeutic targets within the obese tumor microenvironment (TME). Preclinical studies have shown that obesity increases tumor hypoxia, diminishing immunotherapy (IMT) response via reduced IMT distribution and pro-tumoral immune shifts. [ 18 F]-fluoromisonidazole (FMISO) positron emission tomography (PET) can non-invasively quantify hypoxia, allowing for patient stratification by hypoxia levels to predict IMT response and inform the use of secondary hypoxia-activated prodrugs, like evofosfamide (EVO).
Methods: C57/Bl6J mice were fed a high-fat diet (HFD, n=68) or low-fat diet (LFD, n=19) for 13 weeks prior to E0771 implantation in the 3 rd mammary fat pad on day -12. To explore the impact of obesity on baseline tumor hypoxia, a cohort of LFD and HFD were imaged with [ 18 F]-FMISO PET. A second HFD cohort was split into controls (saline, n=19) or IMT (anti-CTLA-4 and anti-PD-1 every 3 days, n=49). Mice were imaged with [ 18 F]-FMISO PET on days 0, 5, and 12, and signal was quantified via standard uptake value (SUV) metrics. On day 6, IMT mice were randomized to continue with IMT (n=30) or also receive EVO (n=19). Based on ROC analysis, a threshold of day 5 tumor to background ratio (TBR) of the muscle of 1.3 was used to categorize tumors as hypoxic/normoxic. A correlation evaluated the predictive ability of day 5 TBR on long-term response (defined by RECIST criteria). A subset of treatment groups was euthanized at imaging timepoints for flow cytometry of immune populations. A two-way ANOVA was used for statistical analysis.
Results: HFD mice demonstrated significantly increased tumor hypoxia (SUV mean ) compared to LFD mice on day 0 (p<0.0001) without tumor volume differences. In HFD, IMT resulted in a 25% response rate by day 21. Day 5 TBR was inversely correlated with long term survival for IMT-treated mice (p=0.003, r 2 =0.5). When stratifying tumors as normoxic or hypoxic, adding EVO to IMT demonstrated a 21% reduction of tumor hypoxia (SUV max ) within hypoxic tumors compared to IMT alone (p=0.008). Interestingly, combination therapy led to a 330% and 173% increase in M2-like macrophages (p=0.06) and regulatory T cells (p=0.06) compared to IMT alone and did not reveal improvements in long-term tumor volume.
Conclusions: Our study supports ongoing literature demonstrating increased hypoxia in tumors in a HFD environment and that [ 18 F]-FMISO stratification predicted response to immunotherapy in a TNBC model. Previous studies showed that lean tumor models have additive response when adding EVO to IMT in hypoxic tumors; however, our study demonstrated that EVO reduces hypoxia in hypoxic, obese tumors, but this did not salvage IMT response, likely due to increased tumorigenic immune changes.
利益披露 Disclosure
C. Crawford, None..
S. E. Lynch, None..
J. Moye, None..
C. T. DeMellier, None..
P. N. Song, None..
K. M. O'Brien, None..
B. P. Lee, None.
B. Larimer,
Cytosite Bio, Inc. g., Board of Directors, non-salaried role), Stock, Stock Option.
A. G. Sorace, None.