Transitioning from concept to application: Comprehensive analytical validation of antibody-based smart sampling

IF 3.1 3区 医学 Q2 CHEMISTRY, ANALYTICAL Journal of pharmaceutical and biomedical analysis Pub Date : 2025-03-17 DOI:10.1016/j.jpba.2025.116825
Ago Mrsa , Ridja Ishaq, Laila Brandoli, Trine Grønhaug Halvorsen , Léon Reubsaet
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Abstract

Smart sampling, introduced in 2018, is a technique that integrates crucial sample preparation steps for LC-MS protein analysis directly into the sampling process, improving efficiency. Currently most studies in this area are limited to proof of concept with a brief evaluation. Therefore, our objective is to fully validate the utility of smart samplers for quantitative analysis of bioactive proteins in biological matrices. This study builds on previous work where a paper-based antibody sampler was developed, and human chorionic gonadotropin (hCG) was used as a model protein. hCG is both a biomarker, a drug, and on the doping list for male athletes. Initially, the fabrication of the sampler was optimized, resulting in a reduction of antibody amount per sampler from 50 µg to 5 µg, reducing manufacturing cost while maintaining acceptable performance. It was also shown that removing the sampler before trypsination, but after reduction and alkylation greatly improved signal output while reducing the peptide background, suggesting a cleanser extract was achieved. The optimized smart sampler was validated for hCG in human serum using EMA’s ICH M10 guidelines on bioanalytical methods as a guide. Three calibration curves (seven levels) were made in the concentration range of 0.5 ng/mL to 75 ng/mL all displaying excellent linearity (r2 ≥ 0.9955). The accuracy and precision both for the between-run (precision ≤ 10 % CV and accuracy 91–105 % (n = 3)) and within-run (precision ≤ 14 % CV and accuracy 94–105 % (n = 5)) runs were all well within the guideline's acceptance limits. The samplers also showed to be stable for at least ten weeks at room temperature. The optimization and validation of the antibody sampler detailed in this paper marks a notable progression, advancing the concept of "smart sampling" a step closer from the lab to practical application.
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从概念到应用的过渡:基于抗体的智能采样的全面分析验证
智能采样于2018年推出,是一种将LC-MS蛋白质分析的关键样品制备步骤直接集成到采样过程中的技术,从而提高了效率。目前,该领域的研究大多局限于概念验证和简要评价。因此,我们的目标是充分验证智能采样器对生物基质中生物活性蛋白的定量分析的效用。这项研究建立在先前的工作基础上,其中开发了基于纸张的抗体采样器,并使用人绒毛膜促性腺激素(hCG)作为模型蛋白。hCG既是一种生物标志物,也是一种药物,也是男性运动员的兴奋剂。最初,对采样器的制造进行了优化,导致每个采样器的抗体量从50 µg减少到5 µg,降低了制造成本,同时保持了可接受的性能。研究还表明,在胰蛋白酶化之前去除采样器,但在还原和烷基化之后去除采样器,大大改善了信号输出,同时减少了肽背景,表明获得了清洁提取物。以EMA ICH M10生物分析方法指南为指导,对优化后的智能进样器进行了人血清hCG的验证。在0.5 ng/mL ~ 75 ng/mL的浓度范围内建立了3条7个水平的校准曲线,均具有良好的线性关系(r2≥ 0.9955)。运行间(精密度≤10 % CV,精密度91 ~ 105 % (n = 3))和运行内(精密度≤14 % CV,精密度94 ~ 105 % (n = 5))的准确度和精密度均在指南的可接受范围内。样品还显示在室温下至少稳定十周。本文详细介绍的抗体采样器的优化和验证标志着一个显著的进步,将“智能采样”的概念从实验室推向实际应用。
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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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