Differentiation of the chronic lymphocytic leukemia response to ibrutinib and acalabrutinib treatment by single-cell MALDI-TOF MS imaging

IF 3.1 3区 医学 Q2 CHEMISTRY, ANALYTICAL
Ivana Marković , Iva Lukić , Maja Lukić , Ema Pavičić , Stefan Mrđenović , Ana Kotris , Branko Dmitrović , Željko Debeljak
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Abstract

Ibrutinib and acalabrutinib, Bruton's tyrosine kinase inhibitors (BTKi) used for chronic lymphocytic leukemia (CLL) treatment, aim the same target but their off-target effects are different. The aim of this study was to use single-cell MALDI TOF mass spectrometry imaging to compare the CD19+ lymphocytes’ mass spectra in untreated and ibrutinib- or acalabrutinib-treated subjects in order to better understand the therapeutic effect of BTKi. 180 cells from 9 male subjects divided in 3 groups (untreated, ibrutinib-treated and acalabrutinib-treated) were analyzed using MALDI-TOF mass spectrometry analyzer. Mass spectra were acquired in the 300–600 Da mass range. Partial least squares discriminant analysis (PLS-DA) was used for evaluation of mass spectra, while Volcano plots and Venn diagram were used for a review of significantly altered m/z values. Cross-validated PLS-DA classification accuracy of cells was 85 %. Ibrutinib-treated cells overlap with the untreated cell population, while acalabrutinib-treated cells form a separate class. 13 m/z signals were specific for each BTKi group. In conclusion, single-cell MALDI-TOF mass spectrometry imaging detects differences in the mass spectra of CD19+ lymphocytes treated with two different BTKi. Drug-specific m/z signal clusters can be identified as a chemical fingerprint of the BTKi effect and represent candidates for the therapeutic response biomarkers.
单细胞MALDI-TOF MS显像鉴别慢性淋巴细胞白血病对依鲁替尼和阿卡拉布替尼治疗的反应。
用于治疗慢性淋巴细胞白血病(CLL)的布鲁顿酪氨酸激酶抑制剂(BTKi) Ibrutinib和acalabrutinib的靶点相同,但脱靶效果不同。本研究的目的是使用单细胞MALDI TOF质谱成像比较未治疗和伊鲁替尼或阿卡拉布替尼治疗的受试者的CD19+淋巴细胞的质谱,以便更好地了解BTKi的治疗效果。采用MALDI-TOF质谱分析仪分析9例男性受试者180个细胞,分为3组(未治疗组、依鲁替尼组和阿卡拉布替尼组)。获得了300-600 Da质量范围内的质谱。质谱评价采用偏最小二乘判别分析(PLS-DA),而m/z值显著变化的评价采用火山图和维恩图。交叉验证的PLS-DA细胞分类准确率为85 %。伊鲁替尼处理的细胞与未处理的细胞群重叠,而阿卡拉布替尼处理的细胞形成单独的一类。每个BTKi组有13个 m/z信号。总之,单细胞MALDI-TOF质谱成像检测了两种不同BTKi处理的CD19+淋巴细胞的质谱差异。药物特异性m/z信号簇可以被识别为BTKi效应的化学指纹,并代表治疗反应生物标志物的候选物。
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来源期刊
CiteScore
6.70
自引率
5.90%
发文量
588
审稿时长
37 days
期刊介绍: This journal is an international medium directed towards the needs of academic, clinical, government and industrial analysis by publishing original research reports and critical reviews on pharmaceutical and biomedical analysis. It covers the interdisciplinary aspects of analysis in the pharmaceutical, biomedical and clinical sciences, including developments in analytical methodology, instrumentation, computation and interpretation. Submissions on novel applications focusing on drug purity and stability studies, pharmacokinetics, therapeutic monitoring, metabolic profiling; drug-related aspects of analytical biochemistry and forensic toxicology; quality assurance in the pharmaceutical industry are also welcome. Studies from areas of well established and poorly selective methods, such as UV-VIS spectrophotometry (including derivative and multi-wavelength measurements), basic electroanalytical (potentiometric, polarographic and voltammetric) methods, fluorimetry, flow-injection analysis, etc. are accepted for publication in exceptional cases only, if a unique and substantial advantage over presently known systems is demonstrated. The same applies to the assay of simple drug formulations by any kind of methods and the determination of drugs in biological samples based merely on spiked samples. Drug purity/stability studies should contain information on the structure elucidation of the impurities/degradants.
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