CAR-T(CAR-T)细胞疗法在非肿瘤性疾病中的应用
Chimeric antigen receptor T (CAR-T) cell therapy in non-oncological diseases.
CAR-T(CAR-T)细胞在血液系统恶性肿瘤中的应用推动了这种免疫治疗形式的显著进展。
CELL INTELLIGENCE · 肿瘤细胞治疗研究
肿瘤细胞治疗研究
英文原题:Conventional and novel [(18)F]FDG PET/CT features as predictors of CAR-T cell therapy outcome in large B-cell lymphoma.
Conventional and novel [(18)F]FDG PET/CT features as predictors of CAR-T cell therapy outcome in large B-cell lymphoma.
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复发和毒性限制了CAR-T 细胞治疗大 B 细胞淋巴瘤(LBCL)的疗效,但目前缺乏可预测结局和毒性的生物标志物。本研究分析 180 例患者(男性 121 例;中位年龄 66 岁)CAR-T 治疗前 18F-氟脱氧葡萄糖正电子发射断层显像/计算机断层扫描([18F]FDG PET/CT,n=341)提取的影像组学特征。评估了 3 项传统 PET 指标(最大标准摄取值〔SUVmax〕、代谢肿瘤体积〔MTV〕、总病灶糖酵解〔TLG〕)、116 项新型影像组学特征,以及炎症标志物、毒性和临床结局。在白细胞单采前和输注前,传统 PET 疾病特征均与炎症标志物升高相关。输注前 MTV 与 2 级细胞因子释放综合征相关(每增加 100 mL 的比值比〔OR〕1.08;95% 置信区间〔CI〕1.01–1.20;P=0.031),SUVmax 与未能达到完全缓解(CR)相关(OR 1.72;95% CI 1.24–2.43;P<0.001)。
单采前和输注前 MTV 较高均与较短无进展生存期(PFS)相关(每增加 10 单位的风险比〔HR〕分别为 1.11〔95% CI 1.05–1.17〕和 1.04〔95% CI 1.02–1.07〕;均 P<0.001),也与较短总生存期相关(每增加 100 单位的 HR 分别为 1.14〔95% CI 1.07–1.21〕和 1.04〔95% CI 1.02–1.06〕;均 P<0.001)。联合 MTV 和乳酸脱氢酶(LDH)可将患者分为 PFS 高风险组和低风险组。多项输注前新型影像组学特征与 CR 相关。输注前获得的定量传统 [18F]FDG PET/CT 特征与炎症指标相关,可能成为预测 CAR-T 疗效和毒性的预后标志物;传统及新型影像组学特征或可帮助识别高风险患者,以便更早干预。
Relapse and toxicity limit the effectiveness of chimeric antigen receptor T-cell (CAR-T) therapy for large B-cell lymphoma (LBCL), yet biomarkers that predict outcomes and toxicity are lacking.
We examined radiomic features extracted from pre-CAR-T 18 F-fluorodeoxyglucose positron emission tomography/computed tomography ([ 18 F]FDG PET/CT) scans (n = 341) of 180 patients (121 male; median age, 66 years). Three conventional (maximum standardized uptake value [SUVmax], metabolic tumor volume [MTV], total lesion glycolysis [TLG]) and 116 novel radiomic features were assessed, along with inflammatory markers, toxicities, and outcomes. At both pre-apheresis and pre-infusion time points, conventional PET features of disease correlated with elevated inflammatory markers. At pre-infusion, MTV was associated with grade 2 cytokine release syndrome (odds ratio [OR] for 100 mL increase: 1. 08 [95% confidence interval (CI), 1. 01-1. 20], P = 0. 031), and SUVmax was associated with failure to achieve complete response (CR) (OR 1. 72 [95% CI, 1. 24-2. 43], P < 0.
001). Higher pre-apheresis and pre-infusion MTV values were associated with shorter progression-free survival (PFS) (HR for 10-unit increase: 1. 11 [95% CI, 1. 05-1. 17], P < 0. 001; 1. 04 [95% CI, 1. 02-1. 07], P < 0. 001) and shorter overall survival (HR for 100-unit increase: 1. 14 [95% CI, 1. 07-1. 21], P < 0. 001; 1. 04 [95% CI, 1. 02-1. 06], P < 0. 001). A combined MTV and LDH measure stratified patients into high and low PFS risk groups.
Multiple pre-infusion novel radiomic features were associated with CR. These quantitative conventional [ 18 F]FDG PET/CT features obtained before CAR-T cell infusion, which were correlated with inflammation markers, may provide prognostic biomarkers for CAR-T therapy efficacy and toxicity. The use of conventional and novel radiomic features may thus help identify high-risk patients for earlier interventions.
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