对复发/难治性弥漫大B细胞淋巴瘤患者使用含PD-1单克隆抗体治疗方案的多组学分析和反应预测

IF 4.6 2区 医学 Q2 IMMUNOLOGY
Xinrui Chen, Yan Qin, Xuemin Xue, Zucheng Xie, Tongji Xie, Liling Huang, Haohua Zhu, Lina Gao, Jiangtao Li, Jianliang Yang, Lin Gui, Sheng Yang, Haizhu Chen, Xiaoli Feng, Yuankai Shi
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引用次数: 0

摘要

复发/难治(r/r)弥漫大B细胞淋巴瘤(DLBCL)患者对含PD-1单克隆抗体(mAb)治疗方案的反应各不相同。这种疗法的疗效机制和预测性生物标志物尚不清楚。本研究回顾性收集了接受PD-1 mAb和利妥昔单抗方案作为挽救疗法的r/r DLBCL患者。研究收集了临床和基因组特征,并通过多重免疫荧光和数字空间图谱分析探讨了其机制。构建了一个人工神经网络(ANN)模型来预测反应。2018年10月16日至2023年5月4日期间,共收集了50例r/r DLBCL患者,其中29例为应答患者,21例为非应答患者。据统计,非应答患者的CREBBP(p = 0.029)和TP53(p = 0.015)改变率较高。与PD-L1 CPS≥5的患者相比,PD-L1 CPS≥5的患者总生存期(OS)更长。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-omics analysis and response prediction of PD-1 monoclonal antibody containing regimens in patients with relapsed/refractory diffuse large B-cell lymphoma.

Patients with relapsed/refractory (r/r) diffuse large B-cell lymphoma (DLBCL) show varied responses to PD-1 monoclonal antibody (mAb) containing regimens. The mechanisms and predictive biomarkers for the efficacy of this regimen are unclear. This study retrospectively collected r/r DLBCL patients who received PD-1 mAb and rituximab regimens as salvage therapy. Clinical and genomic features were collected, and mechanisms were explored by multiplex immunofluorescence and digital spatial profiling. An artificial neural network (ANN) model was constructed to predict the response. Between October 16th, 2018 and May 4th, 2023, 50 r/r DLBCL patients were collected, 29 were response patients and 21 were non-response patients. CREBBP (p = 0.029) and TP53 (p = 0.015) alterations were statistically higher in non-response patients. Patients with PD-L1 CPS ≥ 5 were correlated with a longer overall survival (OS) than those with PD-L1 CPS < 5 (median OS: not reached vs. 9.7 months, hazard ratio [HR]: 3.8, 95% confidence interval [CI] 0.64-22.44, p = 0.016). Immune-related pathways were activated in response patients. The proportion and spatial organization of tumor-infiltrating immune cells affect the response. PD-L1 CPS level, age, and alterations of TP53, MYD88, CREBBP, EP300, GNA13 were used to build an ANN predictive model that showed high prediction efficiency (training set area under curve [AUC] of 0.97 and test set AUC of 0.94). The proportion and spatial distribution of tumor-infiltrating immune cells may be related to the function of immune-related pathways, thereby influencing the efficacy of PD-1 mAb containing regimens. The ANN predictive model showed potential value in predicting the responses of r/r DLBCL patients received PD-1 mAb and rituximab regimens.

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来源期刊
CiteScore
10.50
自引率
1.70%
发文量
207
审稿时长
1 months
期刊介绍: Cancer Immunology, Immunotherapy has the basic aim of keeping readers informed of the latest research results in the fields of oncology and immunology. As knowledge expands, the scope of the journal has broadened to include more of the progress being made in the areas of biology concerned with biological response modifiers. This helps keep readers up to date on the latest advances in our understanding of tumor-host interactions. The journal publishes short editorials including "position papers," general reviews, original articles, and short communications, providing a forum for the most current experimental and clinical advances in tumor immunology.
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