Abstract 568: Nanonets for multiomics blood analysis and cancer biomarker discovery

L. Gardner, D. Rothwell, C. Dive, Kostas Kostarelos, Marilena Hadjidemetriou
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Abstract

Despite the tremendous potential of liquid biopsies to revolutionise cancer care, there has been limited success translating blood-circulating proteomic and genomic biomarkers into the clinic. This is fundamentally due to the extremely low concentration of tumour-derived biomolecules in blood circulation, particularly at an early disease stage, which makes the discovery phase of the biomarker pipeline extremely challenging. Nanotechnology offers a promising solution, with a nanoparticle-biomolecule enrichment tool recently developed to enrich low-abundant, low molecular weight proteins in the blood of ovarian cancer patients.[1] Proteomic analysis followed by immunoassay-based validation of selected proteins demonstrated the potential of the nanoparticle-platform proposed to discover novel biomarkers with greater specificity and sensitivity than the clinically used biomarkers. In addition, we recently confirmed the presence of cell-free DNA (cfDNA) captured onto the surface lipid nanoparticles incubated ex vivo with human plasma.[2] A significantly higher abundance of cfDNA was detected in the nanoparticle-enriched plasma samples of late-stage ovarian cancer patients compared to age-matched female controls. Proteomic analysis of the same samples also revealed tumour-specific elevations in histone proteins, which are commonly found in circulation complexed with cfDNA. These findings have highlighted the opportunity for the development of a nano-proteogenomics platform able to simultaneously purify both proteins and cell-free nucleic acids from human plasma, an important step in the discovery of novel multi-omic biomarker panels. Utilising the above patented nanotechnology, we have compared proteomic and genomic profiles derived from nanoparticle-biomolecule samples of cancer patients with age- and sex-matched controls to uncover new potential blood-based biomarkers in a proof-of-principle study. In brief, ex-vivo plasma samples were incubated with lipid-based nanoparticles and purified using a two-step size-based purification protocol. The purified samples were then analysed by label-free proteomics (LC-MS/MS) and next-generation sequencing to uncover both proteomic and genomic tumour-specific signatures, including differentially abundant proteins, genomic copy number alterations and tumour-specific mutations. This work highlights the potential of our nanotechnology-based enrichment platform to enhance the discovery of cancer-specific proteogenomic biomarker panels, a vital step in developing sensitive and specific liquid biopsies for the early detection of cancer. References: [1] M. Hadjidemetriou, L. Papafilippou, R. D. Unwin, J. Rogan, A. Clamp, K. Kostarelos, Nano Today 2020, 34, 100901. [2] L. Gardner, J. Warrington, J. Rogan, D. G. Rothwell, G. Brady, C. Dive, K. Kostarelos, M. Hadjidemetriou, Nanoscale Horizons 2020, 5, 1476. Citation Format: Lois Gardner, Dominic G. Rothwell, Caroline Dive, Kostas Kostarelos, Marilena Hadjidemetriou. Nanonets for multiomics blood analysis and cancer biomarker discovery [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 568.
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568:纳米技术用于多组学血液分析和癌症生物标志物发现
尽管液体活检在癌症治疗方面有巨大的潜力,但在将血液循环蛋白质组学和基因组生物标志物转化为临床方面却收效甚微。这主要是由于血液循环中肿瘤来源的生物分子浓度极低,特别是在早期疾病阶段,这使得生物标志物管道的发现阶段极具挑战性。纳米技术提供了一个很有前途的解决方案,最近开发了一种纳米粒子-生物分子富集工具,用于富集卵巢癌患者血液中的低丰度、低分子量蛋白质。[1]蛋白质组学分析和基于免疫分析的选定蛋白质验证表明,纳米粒子平台在发现比临床使用的生物标志物具有更高特异性和敏感性的新型生物标志物方面具有潜力。此外,我们最近证实了在体外与人血浆孵育的脂质纳米颗粒表面捕获无细胞DNA (cfDNA)的存在。[2]与年龄匹配的女性对照相比,在晚期卵巢癌患者的纳米颗粒富集血浆样本中检测到的cfDNA丰度明显更高。对相同样本的蛋白质组学分析也显示了肿瘤特异性组蛋白的升高,组蛋白通常在循环中与cfDNA复合物中发现。这些发现强调了开发纳米蛋白质基因组学平台的机会,该平台能够同时从人血浆中纯化蛋白质和无细胞核酸,这是发现新的多组生物标志物面板的重要一步。利用上述专利纳米技术,我们比较了来自年龄和性别匹配对照的癌症患者的纳米颗粒生物分子样本的蛋白质组学和基因组图谱,以发现新的潜在的基于血液的生物标志物。简而言之,离体血浆样品与基于脂质的纳米颗粒一起孵育,并使用基于尺寸的两步纯化方案进行纯化。然后通过无标记蛋白质组学(LC-MS/MS)和下一代测序分析纯化的样品,以揭示蛋白质组学和基因组肿瘤特异性特征,包括差异丰富的蛋白质,基因组拷贝数改变和肿瘤特异性突变。这项工作突出了我们基于纳米技术的富集平台的潜力,以加强癌症特异性蛋白质基因组生物标志物面板的发现,这是开发用于癌症早期检测的敏感和特异性液体活检的重要一步。[1]刘建军,李建军,李建军,等。纳米材料与纳米技术,2016,34(1):1 - 9。[2]李建军,张建军,张建军,张建军,张建军,等。纳米材料与纳米材料的研究进展。引文格式:Lois Gardner, Dominic G. Rothwell, Caroline Dive, Kostas Kostarelos, Marilena Hadjidemetriou。纳米技术用于多组学血液分析和癌症生物标志物发现[摘要]。见:美国癌症研究协会2021年年会论文集;2021年4月10日至15日和5月17日至21日。费城(PA): AACR;癌症杂志,2021;81(13 -增刊):568。
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