Nanomaterial isolated extracellular vesicles enable high precision identification of tumor biomarkers for pancreatic cancer liquid biopsy.

IF 10.6 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Zachary F Greenberg, Samantha Ali, Andrew Brock, Jinmai Jiang, Thomas D Schmittgen, Song Han, Steven J Hughes, Kiley S Graim, Mei He
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Abstract

Pancreatic cancer has the highest mortality rate among all major cancers, which highlights the urgent needs of non-invasive early detection. Circulating extracellular vesicles (EVs) have gained significant attention for discovering tumor biomarkers. However, isolating EVs with well-defined homogeneous populations from complex biological samples is challenging. Different methods have been found to derive different EV populations carrying different biomolecules, which significantly confound biomarker discovery for developing clinical diagnostics. Building a rigorous EV isolation and standardizing assessment platform associated with -omics is essential to overcome this challenge. We introduced a novel isolation approach using a pH-responsive peptide conjugated with NanoPom magnetic beads (ExCy) for homogeneous EV isolation. Additionally, we introduced the first statistical algorithm for EV quality assessment (ExoQuality Index, EQI), which enables multi-assay quantification to provide a consistent and accurate definition of EV purity and quality; ExoQuality's algorithm intakes multi-assay information to deconvolute complex EV heterogeneity. We performed the next generation sequencing on EV RNAs from pancreatic cancer patient plasma using four isolation methods; results highlighting ExCy's isolation and EQI assessment improved biomarker identification. We identified a novel EV biomarker for pancreatic tumor, ATP6V0b, validated with quantitative PCR (qPCR) by screening a pilot cohort of 22 plasma samples. 16 were from pancreatic cancer patients, 6 with matched tumor tissue, and 6 healthy plasma samples. Through modelling the ATP6V0B cycling threshold, we reported 3 models with AUCs between 0.86 and 0.88, showcasing an enabling and clinically translatable liquid biopsy approach for early detection of pancreatic cancer using circulating EVs.

纳米材料分离的细胞外囊泡使胰腺癌液体活检中肿瘤生物标志物的高精度鉴定成为可能。
胰腺癌在所有主要癌症中死亡率最高,这凸显了非侵入性早期检测的迫切需要。循环细胞外囊泡(EVs)在发现肿瘤生物标志物方面受到了极大的关注。然而,从复杂的生物样本中分离具有明确同质群体的电动汽车是具有挑战性的。人们发现不同的方法可以获得携带不同生物分子的不同EV群体,这极大地混淆了开发临床诊断的生物标志物发现。建立与-组学相关的严格的EV隔离和标准化评估平台是克服这一挑战的关键。我们介绍了一种新的分离方法,使用ph响应肽与纳米粒子磁珠(ExCy)偶联,用于均匀分离EV。此外,我们引入了第一个用于电动汽车质量评估的统计算法(ExoQuality Index, EQI),该算法使多分析定量能够提供一致和准确的电动汽车纯度和质量定义;ExoQuality的算法采用多分析信息来反卷积复杂的EV异质性。我们使用四种分离方法对胰腺癌患者血浆中的EV rna进行了下一代测序;结果显示,exy的分离和EQI评估改善了生物标志物的鉴定。我们通过筛选22份血浆样本,用定量PCR (qPCR)验证了一种新的胰腺肿瘤EV生物标志物ATP6V0b。16例来自胰腺癌患者,6例来自匹配的肿瘤组织,6例来自健康血浆样本。通过模拟ATP6V0B循环阈值,我们报告了3个auc在0.86至0.88之间的模型,展示了一种可行的、临床可翻译的液体活检方法,用于使用循环ev早期检测胰腺癌。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Nanobiotechnology
Journal of Nanobiotechnology BIOTECHNOLOGY & APPLIED MICROBIOLOGY-NANOSCIENCE & NANOTECHNOLOGY
CiteScore
13.90
自引率
4.90%
发文量
493
审稿时长
16 weeks
期刊介绍: Journal of Nanobiotechnology is an open access peer-reviewed journal communicating scientific and technological advances in the fields of medicine and biology, with an emphasis in their interface with nanoscale sciences. The journal provides biomedical scientists and the international biotechnology business community with the latest developments in the growing field of Nanobiotechnology.
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