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输注前血浆蛋白质组学识别可预测复发/难治性淋巴瘤 CAR-T 细胞治疗后重度细胞因子释放综合征与神经毒性的内皮-免疫启动特征

英文原题:Pre-infusion plasma proteomics identifies an endothelial-immune priming signature predictive of severe cytokine release syndrome and neurotoxicity following CAR T-cell therapy in relapsed/refractory lymphoma.

查看英文原题

Pre-infusion plasma proteomics identifies an endothelial-immune priming signature predictive of severe cytokine release syndrome and neurotoxicity following CAR T-cell therapy in relapsed/refractory lymphoma.

PubMed 2026/05/02(内容时间) medRxiv

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研究概要

经外部验证的输注前蛋白质组 panel 可预测 CAR-T 细胞治疗后重度 CRS 和 ICANS,并界定出一个连贯的输注前内皮-免疫致敏轴(HSP90B1、MMP2、AKT),其节点具有机制可解释性和可成药性。该双解剖框架区分了共享微生物组-宿主屏障致敏底物下游的外周 CRS 偏向表型与脑血管 ICANS 偏向表型,为生物标志物指导的风险分层和聚类匹配的预防性干预提供了基础,以提高 CAR-T 细胞治疗的安全性和门诊可行性。

研究思路结论见上方概要

重度细胞因子释放综合征(CRS)和免疫效应细胞相关神经毒性综合征(ICANS)仍是 CD19 嵌合抗原受体(CAR)T 细胞治疗中常见且危及生命的并发症,并限制了其安全性、可扩展性和门诊应用。现有预测模型缺乏足够的外部验证,难以用于常规临床实践,因此亟需能够在输注前捕捉宿主易感性的输注前生物标志物。

我们对来自两个学术中心(MD Anderson癌症中心,n = 39,血浆;Moffitt癌症中心,n = 59,血清)的98名前瞻性随访的复发/难治性(r/r)淋巴瘤成人患者的输注前生物体液应用了基于非靶向质谱的蛋白质组学。在MD Anderson队列上采用后向特征选择的逻辑回归产生了用于重度(2级)CRS和ICANS的蛋白组合,这些组合被锁定并在Moffitt队列上进行了无需重新拟合的测试。患者被分为低、中、高风险三分位数。Ingenuity Pathway Analysis定义了上游调控因子和经典通路。17个CRS相关和21个ICANS相关的共识蛋白被归类为机制主题以进行生物学解释。

一个5标志物CRS panel(SCRIB、MYL6、MTHFD1L、HSP90B1、MMP2)在发现队列和验证队列中分别达到AUC 0.85(95% CI 0.72-0.98)和0.76(0.63-0.89)。一个扩展的8标志物ICANS panel(该CRS panel加SPOCK2、SLC3A2、CD84)分别达到AUC 0.91(0.81-1.00)和0.67(0.51-0.84)。在合并数据集中,高风险三分位患者发生Grade 2 CRS和ICANS的可能性分别高13.84倍(95% CI 4.21-56.26)和8.59倍(2.87-29.09)。通路分析汇聚于AKT驱动的炎症和内皮激活。共识蛋白的功能聚类划分为机制上连贯的主题,与双解剖模型一致:重度CRS反映外周巨噬细胞 priming 和内皮激活,伴补体过度扩增(HSP90B1、CSF1、MMP2、HEG1、C3)和内皮病性凝血(PROC、F7),而重度ICANS反映脑血管连接处和基底膜剥离(CDH5、ITGB1、FN1、脑富集SPOCK2)、肝脏合成抑制(TTR、APOA2、IGFBP3)、血浆抗氧化能力受损(GPX3、PON1),以及经DPP9的炎症小体去抑制。PGLYRP2和SCRIB耗竭为两种特征所共有,并识别出一个共同的上游 priming 底物。

展开英文摘要原文

Severe cytokine release syndrome (CRS) and immune effector cell-associated neurotoxicity syndrome (ICANS) remain frequent, life-threatening complications of CD19 chimeric antigen receptor (CAR) T-cell therapy and constrain its safety, scalability, and outpatient adoption. Existing predictive models lack sufficient external validation for routine clinical use, and pre-infusion biomarkers that capture host susceptibility before infusion are urgently needed.

We applied unbiased mass-spectrometry-based proteomics to pre-infusion biofluids from 98 prospectively-followed adults with relapsed/refractory (r/r) lymphoma at two academic centers (MD Anderson Cancer Center, n = 39, plasma; Moffitt Cancer Center, n = 59, serum). Logistic regression with backward feature selection on the MD Anderson cohort yielded panels for severe (Grade 2) CRS and ICANS that were locked and tested without refitting on the Moffitt cohort. Patients were stratified into low-, intermediate-, and high-risk tertiles. Ingenuity Pathway Analysis defined upstream regulators and canonical pathways. The 17 CRS-associated and 21 ICANS-associated consensus proteins were classified into mechanistic themes for biological interpretation.

A 5-marker CRS panel (SCRIB, MYL6, MTHFD1L, HSP90B1, MMP2) achieved AUCs of 0.85 (95% CI 0.72-0.98) and 0.76 (0.63-0.89) in the discovery and validation cohorts, respectively. An expanded 8-marker ICANS panel (the CRS panel plus SPOCK2, SLC3A2, CD84) achieved AUCs of 0.91 (0.81-1.00) and 0.67 (0.51-0.84). In the combined dataset, high-risk-tertile patients were 13.84-fold (95% CI 4.21-56.26) and 8.59-fold (2.87-29.09) more likely to develop Grade 2 CRS and ICANS, respectively. Pathway analysis converged on AKT-driven inflammation and endothelial activation. Functional clustering of the consensus proteins partitioned into mechanistically coherent themes consistent with a dual-anatomy model: severe CRS reflected peripheral macrophage priming and endothelial activation with surplus complement amplification (HSP90B1 , CSF1 , MMP2 , HEG1 , C3 ) and endotheliopathic coagulation (PROC , F7 ), whereas severe ICANS reflected cerebrovascular junction and basement-membrane stripping (CDH5 , ITGB1 , FN1 , brain-enriched SPOCK2 ), hepatic synthetic suppression (TTR , APOA2 , IGFBP3 ), compromised plasma antioxidant capacity (GPX3 , PON1 ), and inflammasome dis-restraint via DPP9 . PGLYRP2 and SCRIB depletion were shared by both signatures and identified a common upstream priming substrate.

Externally validated, pre-infusion proteomic panels predict severe CRS and ICANS following CAR T-cell therapy and define a coherent pre-infusion endothelial-immune priming axis (HSP90B1, MMP2, AKT) with mechanistically interpretable, druggable nodes. The dual-anatomy framework distinguishes peripheral CRS-biased from cerebrovascular ICANS-biased phenotypes downstream of a shared microbiome-host barrier priming substrate, providing a foundation for biomarker-guided risk stratification and cluster-matched prophylactic intervention to enhance the safety and outpatient feasibility of CAR T-cell therapy.

论文信息

作者
Irajizad E、Fahrmann JF、Katayama H、Strati P、Nair R、Chihara D、Ahmed S、Iyer SP
文献类型
预印本
期刊
medRxiv : the preprint server for health sciences2026 May 2
原文标识
PubMed 41959837 · DOI 10.64898/2026.03.29.26349664