18F-FDG PET/CT代谢参数对接受CAR-T治疗的弥漫大B细胞淋巴瘤患者预后价值的队列研究

何超, 周夜夜, 章斌, 邓胜明

  1. 苏州大学附属第一医院核医学科,江苏 苏州 215006
  • 收稿日期:2025-02-18 修回日期:2025-06-17 出版日期:2025-08-30 发布日期:2025-09-10
  • 通信作者: 邓胜明
  • 作者简介:何超(ORCID: 0009-0004-0598-0869),硕士研究生在读。

摘要/Abstract

摘要:

背景与目的:复发或难治性弥漫大B细胞淋巴瘤(diffuse large B-cell lymphoma,DLBCL)可采用嵌合抗原受体T细胞(chimeric antigen receptor T-cell,CAR-T)疗法进行治疗。基于影像学的特征有助于筛选可能对该免疫疗法产生临床应答的患者。本研究旨在建立一个基于18氟脱氧葡萄糖正电子发射断层显像(18-f1uoro-2-deoxy-D-glucose positronemision tomography-computed tomography,18F-FDG PET/CT)参数的模型,用于评估接受CAR-T疗法的复发或难治性DLBCL患者的无进展生存期(progression-free survival,PFS)和总生存期(overall survival,OS)。方法: 回顾性分析2017年3月—2022年1月于苏州大学附属第一医院接受CAR-T治疗的DLBCL患者的临床和影像学资料。纳入标准:① 年龄≥18岁;② 病理学检查证实为复发或难治性DLBCL;③ CAR-T治疗前行18F-FDG PET/CT检查;④ 临床病理学数据完整;⑤ 患者必须有可测量的病灶。排除标准:① 患者的临床或影像学数据不完整;② 患有其他类型的恶性肿瘤;③ 在PET/CT扫描前1个月内接受过粒细胞集落刺激因子治疗。本研究通过苏州大学附属第一医院伦理委员会的审查(编号:2025256)。利用受试者工作特征曲线(receiver operating characteristic curve,ROC)确定最大标准摄取值(maximum standard uptake value,SUVmax)、肿瘤代谢体积(metabolic tumour volume,MTV)和总糖酵解量(total lesion glycolysis,TLG)的最佳阈值,并将患者分为高风险组和低风险组。采用单因素和多因素Cox回归分析来确定潜在的影响预后的因素并构建预测模型,绘制列线图进行可视化分析。计算受试者工作特征曲线下面积评估各模型的性能。结果: 本研究共纳入了61例(男性37例,女性24例,年龄26~75岁)在CAR-T输注前接受18F-FDG PET/CT检查的DLBCL患者。中位随访时间为14个月,36例(59.02%)患者出现疾病进展,25例(40.98%)患者死亡。多因素分析显示,细胞因子释放综合征(cytokine release syndrome,CRS)分级[风险比(HR)=3.671,P=0.003]和MTV(HR=0.171,P=0.004)是影响OS的独立预后因素;东部肿瘤协作组(Eastern Cooperative Oncology Group,ECOG)评分(HR=2.411,P=0.019)、CRS分级(HR=2.499,P=0.027)和MTV(HR=0.338,P=0.007)是影响PFS的独立预后因素。综合模型(MTV、ECOG评分、CRS分级)在预测PFS和OS方面比临床模型(ECOG评分、CRS分级)、代谢参数模型(MTV)更佳。结论: 18F-FDG PET/CT代谢参数MTV联合传统的临床风险因素(ECOG评分、CRS分级)可识别出超高风险的DLBCL患者。

关键词: 弥漫大B细胞淋巴瘤, PET/CT, 肿瘤代谢体积, CAR-T, 预后

Abstract:

Background and purpose: Relapsed or refractory diffuse large B-cell lymphoma (DLBCL) can be treated with chimeric antigen receptor T-cell (CAR-T) therapy. Imaging-based biomarkers may help identify patients likely to achieve clinical response to this immunotherapy. In this study, an 18-f1uoro-2-deoxy-D-glucose positron emission tomography-computed tomography (18F-FDG PET/CT) based model was developed to assess the progression-free survival (PFS) and overall survival (OS) of patients with relapsed or refractory (R/R) DLBCL who received CAR-T therapy. Methods: We retrospectively analyzed clinical and imaging data from patients with DLBCL who underwent CAR-T therapy at the First Affiliated Hospital of Soochow University between March 2017 and January 2022. Inclusion criteria: ① age ≥18 years old; ② pathologically confirmed R/R DLBCL; ③ 18F-FDG PET/CT performed before CAR-T cell therapy; ④ complete clinicopathologic data; ⑤ patients must have measurable lesions. Exclusion criteria: ① patients with incomplete clinical or imaging data; ② patients with other types of malignant tumors; ③ patients who have received granulocyte colony-stimulating factor treatment within 1 month prior to PET/CT scan. This study was reviewed by the Ethics Committee of the First Affiliated Hospital of Soochow University (ID: 2025256). Receiver operating characteristic (ROC) curves were used to determine the optimal thresholds for maximum standardized uptake value (SUVmax), tumor metabolic volume (MTV), and total glycolysis (TLG), and the patients were classified into high-risk and low-risk groups. Univariate and multivariate Cox regression analyses were used to identify potential prognostic factors and construct predictive models, which were visualized by drawing nomogram. Area under the ROC curve was used to assess the performance of each model. Results: A total of 61 patients (37 male patients and 24 female patients, aged 26-75 years) with DLBCL who underwent 18F-FDG PET/CT prior to CAR-T infusion were included. The median follow-up was 14 months; 36 patients (59.02%) had disease progression and 25 patients (40.98%) died. Multivariate analysis showed that grade of cytokine release syndrome (CRS) [Hazard ratio (HR)=3.671; P=0.003] and MTV (HR=0.171, P=0.004) were independent prognostic factors for OS; Eastern Cooperative Oncology Group (ECOG) score (HR=2.411, P=0.019), grade of CRS (HR=2.499; P=0.027), and MTV (HR=0.338, P=0.007) were independent prognostic factors for PFS. The combined model (MTV, ECOG score, grade of CRS) was better than the clinical model (ECOG score, grade of CRS), and metabolic parameter model (MTV) in predicting PFS and OS. Conclusion: 18F-FDG PET/CT metabolic parameter MTV in combination with traditional clinical risk factors (ECOG score, Grade of CRS) could identify patients with ultra-high risk of DLBCL.

Key words: Diffuse large B-cell lymphoma, PET/CT, MTV, CAR-T, Prognosis

中图分类号: 

相关文章

[1] 曾延玮, 徐智坚, 曹鑫, 吕锟, 李惠明, 高敏, 居胜红, 刘军, 耿道颖. 基于MRI的影像组学和深度学习模型构建:无创鉴别原发颅内弥漫大B细胞淋巴瘤分子亚型[J]. 中国癌症杂志, 2025, 25(8): 735-742.
[2] 田田, 陈晨, 魏然, 包龙龙, 顾丙新, 张群岭, 曹军宁, 于宝华, 李小秋, 周晓燕. 弥漫性大B细胞淋巴瘤基因变异特征与18F-FDG PET/CT SUVmax的关系解析及其临床意义[J]. 中国癌症杂志, 2025, 35(6): 531-542.
[3] 范素梅, 信聪伶, 朱来芳, 刘畅, 徐蕊, 周正荣, 程玺. 卡瑞利珠单抗联合化疗及靶向治疗在复发、转移及初治晚期宫颈癌中的疗效与安全性分析:一项回顾性队列研究[J]. 中国癌症杂志, 2025, 35(6): 570-577.
[4] 杜心悦, 邬思雨, 柳光宇. 乳腺癌术后孤立腋窝淋巴结复发的临床特征与治疗进展[J]. 中国癌症杂志, 2025, 35(6): 592-600.
[5] 刘笛, 倪建佼, 赵快乐, 相加庆, 章真, 张军华. 261例局限期食管小细胞癌患者的临床、预后及治疗模式分析[J]. 中国癌症杂志, 2025, 35(5): 465-477.
[6] 彭东阁, 万子叶, 卢宁. 人工智能在胃癌诊疗和患者预后预测中的应用现状及未来展望[J]. 中国癌症杂志, 2025, 35(5): 496-504.
[7] 贾瑞杰, 石志强, 张琦, 逯永晋, 郑竣升, 孙菁, 毕钊, 孙晓, 王永胜, 邱鹏飞. 乳腺癌内乳前哨淋巴结活检与患者预后的相关性研究[J]. 中国癌症杂志, 2025, 35(4): 394-403.
[8] 林秋玉, 王宇鑫, 林承赫. 靶向治疗与免疫治疗在放射性碘难治性分化型甲状腺癌中的应用与前景[J]. 中国癌症杂志, 2025, 35(1): 58-67.
[9] 伍雯, 张若昕, 翁俊勇, 马延磊, 蔡国响, 李心翔, 杨永志. 探索阳性淋巴结比率在ypⅢ期结直肠癌患者中的预后价值及预测模型的建立[J]. 中国癌症杂志, 2024, 34(9): 873-880.
[10] 肖锋, 许桐林, 朱琳, 肖静文, 吴天祺, 顾春燕. M1型肿瘤相关巨噬细胞在肝细胞癌组织中浸润的意义[J]. 中国癌症杂志, 2024, 34(8): 726-733.
[11] 唐楠, 黄慧霞, 刘晓健. 利用单细胞测序和转录组测序建立结直肠癌免疫细胞的9基因预后模型[J]. 中国癌症杂志, 2024, 34(6): 548-560.
[12] 张若昕, 叶紫岚, 翁俊勇, 李心翔. 高龄与Ⅱ期结直肠癌患者预后不良的相关性研究[J]. 中国癌症杂志, 2024, 34(5): 485-492.
[13] 任加强, 武帅, 苏童, 李杰, 韩亮, 仵正. 胰腺癌吉西他滨化疗耐药生物标志物—INPP4B的探索性研究[J]. 中国癌症杂志, 2024, 34(12): 1090-1099.
[14] 李军, 陆亭伟, 方旭前. MSI-H/dMMR对BRAF V600E突变型的手术可切除结直肠癌患者的临床病理学特征及预后的影响[J]. 中国癌症杂志, 2024, 34(11): 1061-1066.
[15] 金奕滋, 林明曦, 张剑. 乳腺癌原发灶与肝转移灶受体表达差异研究[J]. 中国癌症杂志, 2023, 33(9): 834-843.