Transcriptome Analysis Identifies a Myeloid-Like Signature in Relapsed or Refractory B-Cell Acute Lymphoblastic Leukemia Patients With Poor Response to CD19 Chimeric Antigen Receptor T Cell Therapy.

IF 3.5 2区 医学 Q2 ONCOLOGY
Cancer Medicine Pub Date : 2026-10-01 DOI:10.1002/cam4.72395
Shisen Wang, Wenbing Liu, Ying Wang, Yingxi Xu, Haiyan Xing, Kejing Tang, Zheng Tian, Qing Rao, Shaowei Qiu, Hui Wei, Runxia Gu, Min Wang, Jianxiang Wang
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引用次数: 0

Abstract

Background: Relapsed or refractory B-cell acute lymphoblastic leukemia (R/R B-ALL) patients exhibit heterogeneous responses to CD19 chimeric antigen receptor T-cell (CAR-T) therapy. However, current studies primarily focus on the CAR-T cells or the leukemia blasts, and the patient's intrinsic molecular characteristics before treatment remain poorly understood.

Methods: Fifteen R/R B-ALL patients enrolled in a phase II, single-arm clinical trial (NCT04684147) were stratified at a three-month landmark into 8 good responders and 7 poor responders. Clinical characteristics, genetic alterations and pre-treatment bone marrow transcriptomics were compared between groups, and an exploratory gene-expression score was derived.

Results: Differential expression and enrichment analyses identified a myeloid-like signature and upregulation of myeloid-related genes in poor responders. Seven myeloid-related genes were examined in independent patient cohorts, in B-ALL cell lines and at single-cell resolution in one patient; three were expressed by the leukemic cells themselves and four predominantly by monocytes and macrophages. A separate, variance-derived seven-gene least absolute shrinkage and selection operator (LASSO) score separated response groups in the discovery cohort (apparent area under the curve, AUC 1.00), with bias-corrected and external estimates of approximately 0.57-0.59 (external cohort AUC 0.592, 95% confidence interval 0.356-0.828).

Conclusions: Pre-treatment transcriptomic profiling revealed a myeloid-like signature in R/R B-ALL patients with poor CD19 CAR-T response, warranting further investigation as a candidate correlate of treatment outcome.

转录组分析鉴定了对CD19嵌合抗原受体T细胞治疗反应不佳的复发或难治性b细胞急性淋巴细胞白血病患者的骨髓样特征
背景:复发或难治性b细胞急性淋巴细胞白血病(R/R B-ALL)患者对CD19嵌合抗原受体t细胞(CAR-T)治疗表现出异质性反应。然而,目前的研究主要集中在CAR-T细胞或白血病原细胞,患者在治疗前的内在分子特征仍然知之甚少。方法:15名R/R B-ALL患者参加了一项II期单臂临床试验(NCT04684147),在三个月的里程碑时分为8名良好反应者和7名不良反应者。比较两组患者的临床特征、遗传改变和治疗前骨髓转录组学,并得出探索性基因表达评分。结果:差异表达和富集分析确定了不良应答者的骨髓样特征和骨髓相关基因的上调。在独立的患者队列、B-ALL细胞系和一名患者的单细胞分辨率中检测了7个骨髓相关基因;其中三种由白血病细胞自身表达,四种主要由单核细胞和巨噬细胞表达。一个独立的、方差衍生的七基因最小绝对收缩和选择算子(LASSO)评分将发现队列中的反应组(曲线下表观面积,AUC 1.00)分开,偏差校正和外部估计约为0.57-0.59(外部队列AUC 0.592, 95%置信区间0.356-0.828)。结论:治疗前转录组学分析显示,在CD19 CAR-T反应差的R/R B-ALL患者中存在骨髓样特征,值得进一步研究作为治疗结果的候选相关性。
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来源期刊
Cancer Medicine
Cancer Medicine ONCOLOGY-
CiteScore
5.50
自引率
2.50%
发文量
907
审稿时长
19 weeks
期刊介绍: Cancer Medicine is a peer-reviewed, open access, interdisciplinary journal providing rapid publication of research from global biomedical researchers across the cancer sciences. The journal will consider submissions from all oncologic specialties, including, but not limited to, the following areas: Clinical Cancer Research Translational research ∙ clinical trials ∙ chemotherapy ∙ radiation therapy ∙ surgical therapy ∙ clinical observations ∙ clinical guidelines ∙ genetic consultation ∙ ethical considerations Cancer Biology: Molecular biology ∙ cellular biology ∙ molecular genetics ∙ genomics ∙ immunology ∙ epigenetics ∙ metabolic studies ∙ proteomics ∙ cytopathology ∙ carcinogenesis ∙ drug discovery and delivery. Cancer Prevention: Behavioral science ∙ psychosocial studies ∙ screening ∙ nutrition ∙ epidemiology and prevention ∙ community outreach. Bioinformatics: Gene expressions profiles ∙ gene regulation networks ∙ genome bioinformatics ∙ pathwayanalysis ∙ prognostic biomarkers. Cancer Medicine publishes original research articles, systematic reviews, meta-analyses, and research methods papers, along with invited editorials and commentaries. Original research papers must report well-conducted research with conclusions supported by the data presented in the paper.
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