A pH-responsive phase-transition bi-affinity nanopolymer-assisted exosome metabolomics for early screening of osteoarthritis.

IF 5.6 1区 化学 Q1 CHEMISTRY, ANALYTICAL Talanta Pub Date : 2025-02-01 Epub Date: 2024-11-06 DOI:10.1016/j.talanta.2024.127144
Yiqing Cao, Shuai Liao, Chunhui Deng, Haotian Qin, Yan Li
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Abstract

Exosomes, emerging as ideal non-invasive biomarkers for disease diagnosis and monitoring, have seldom been explored based on metabolite levels. In this study, we designed and synthesized a pH-responsive phase-transition bifunctional affinity nanopolymer (pH-BiAN) that could efficiently and homogeneously separate exosomes from urine. Specifically, poly-4-vinylpyridine (P4VP) was chosen as the pH-responsive polymer and simultaneously modified with two exosome-affinity components CD63 aptamer and distearoyl phosphoethanolamine (DSPE) through a one-step amide reaction at room temperature. By utilizing two distinct but synergistic affinity mechanisms-the immune affinity between CD63 aptamer and exosomal CD63 proteins, and hydrophobic interactions between the DSPE and the exosomal lipids-pH-BiAN can enable efficient and specific exosome separation. Moreover, during the urine exosome capture procedure, the pH-BiAN outperforms conventional solid exosome separation materials by remaining soluble in the urine sample, significantly enhancing mass transfer and contact efficiency. After exosome capture, pH-BiAN can quickly aggregate and convert to solid upon pH adjustment, allowing for easy centrifugation separation. Afterwards, multiple machine learning models were established by combining liquid chromatography-mass spectrometry/mass spectrometry (LC-MS/MS) untargeted metabolomics for isolated exosomes, and the clinical accuracy of the training and test sets was more than 0.919, which could well distinguish early osteoarthritis patients from healthy people.

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用于骨关节炎早期筛查的 pH 响应式相变双亲和纳米聚合物辅助外泌体代谢组学。
外泌体正在成为疾病诊断和监测的理想非侵入性生物标记物,但很少有人根据代谢物水平对外泌体进行研究。在这项研究中,我们设计并合成了一种 pH 响应型相变双功能亲和纳米聚合物(pH-BiAN),它能从尿液中高效、均匀地分离外泌体。具体而言,该研究选择了聚 4-乙烯基吡啶(P4VP)作为 pH 响应聚合物,并在室温下通过一步酰胺反应同时改性了两种外泌体亲和剂成分 CD63 aptamer 和二硬脂酰膦乙醇胺(DSPE)。通过利用两种不同但协同增效的亲和机制--CD63适配体与外泌体CD63蛋白之间的免疫亲和力,以及DSPE与外泌体脂质之间的疏水相互作用--H-BiAN可以实现高效、特异的外泌体分离。此外,在尿液外泌体捕获过程中,pH-BiAN 的性能优于传统的固体外泌体分离材料,因为它仍可溶于尿液样本中,大大提高了传质和接触效率。捕获外泌体后,pH-BiAN 可以迅速聚集,并在调节 pH 值后转化为固体,便于离心分离。随后,结合液相色谱-质谱/质谱(LC-MS/MS)非靶向代谢组学,建立了多个针对分离外泌体的机器学习模型,训练集和测试集的临床准确率均超过0.919,可以很好地区分早期骨关节炎患者和健康人群。
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来源期刊
Talanta
Talanta 化学-分析化学
CiteScore
12.30
自引率
4.90%
发文量
861
审稿时长
29 days
期刊介绍: Talanta provides a forum for the publication of original research papers, short communications, and critical reviews in all branches of pure and applied analytical chemistry. Papers are evaluated based on established guidelines, including the fundamental nature of the study, scientific novelty, substantial improvement or advantage over existing technology or methods, and demonstrated analytical applicability. Original research papers on fundamental studies, and on novel sensor and instrumentation developments, are encouraged. Novel or improved applications in areas such as clinical and biological chemistry, environmental analysis, geochemistry, materials science and engineering, and analytical platforms for omics development are welcome. Analytical performance of methods should be determined, including interference and matrix effects, and methods should be validated by comparison with a standard method, or analysis of a certified reference material. Simple spiking recoveries may not be sufficient. The developed method should especially comprise information on selectivity, sensitivity, detection limits, accuracy, and reliability. However, applying official validation or robustness studies to a routine method or technique does not necessarily constitute novelty. Proper statistical treatment of the data should be provided. Relevant literature should be cited, including related publications by the authors, and authors should discuss how their proposed methodology compares with previously reported methods.
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