Metabolomics of Papanicolaou Tests for the Discovery of Ovarian Cancer Biomarkers.

IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Metabolites Pub Date : 2024-11-07 DOI:10.3390/metabo14110600
Samyukta Sah, Elisabeth M Schwiebert, Samuel G Moore, Ying Liu, David A Gaul, Kristin L M Boylan, Amy P N Skubitz, Facundo M Fernández
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引用次数: 0

Abstract

Background: Ovarian cancer (OC) remains one of the most lethal cancers among women due to most cases going undiagnosed until later stages. The early detection and treatment of this malignancy provides the best prognosis, but the lack of an accurate and sensitive screening tool combined with ambiguous symptoms hinders these diagnoses. In contrast, screening for cervical cancer via Papanicolaou (Pap) tests is a widespread practice that greatly reduces the cancer's mortality rates. Interestingly, previous studies show evidence of OC cells in Pap tests, suggesting that proteins, and potentially lipids, shed from ovarian tumors end up in the cervix. The goal of this study is to evaluate the practicality of using Pap tests as biospecimens for OC-screening-related metabolomics. Methods: To evaluate the effectiveness of using residual Pap test samples as biospecimens for potential metabolomics work, 29 Pap test samples, collected from women over the age of 50 with normal cytology and no visible blood contamination, were first obtained from the University of Minnesota, with IRB approval. These samples were centrifuged to recover the cell pellets from the supernatants. The cell pellets underwent a biphasic extraction, followed by an RP-LC-MS analysis, while the supernatants underwent two separate extractions and analyses, including RP-LC-MS and HILIC-LC-MS. Non-targeted features were detected in the range of 220-1000 m/z to determine the sensitivity and scope of the various extraction and analytical workflows, as well as evaluating residual Pap test samples as viable metabolomics biospecimens. Results: The biphasic extraction and subsequent RP-LC-MS analysis of the isolated cell pellets from all 29 samples yielded informative, exploratory data, highlighting the potential of using residual Pap test samples as biospecimens for metabolomics, specifically lipidomics, studies. Each sample was analyzed in both the positive and negative ion mode, yielding the detection of 7318 in the positive ion mode and 3733 in the negative ion mode. Using multiple reference libraries, 22.85% and 36.19% of these features were annotated in the positive and negative ion mode, respectively. Among these detected features, 453 unique lipids, representative of 20 different lipid subclasses, were annotated in all 29 samples. Of the various lipid subclasses represented from the detected lipids, ceramides, triacylglycerols, hexosylceramides, and phosphatidylcholines contributed to over half (53.3%) of the detected lipids at 16.2%, 13.0%, 12.8%, and 11.3%, respectively. Conclusions: The detection of these 453 common lipids across all patients establishes a relative lipidome baseline for women over the age of 50 with normal cervical cytology. This exploratory study is the first investigation to utilize residual Pap test samples as biospecimens in a metabolomics/lipidomics workflow.

发现卵巢癌生物标记物的巴氏涂片代谢组学研究
背景:卵巢癌(OC)仍然是妇女中最致命的癌症之一,因为大多数病例直到晚期才被诊断出来。这种恶性肿瘤的早期发现和治疗可提供最佳预后,但由于缺乏准确、灵敏的筛查工具,再加上症状不明确,阻碍了这些诊断。相比之下,通过巴氏涂片检查宫颈癌是一种普遍的做法,可大大降低癌症的死亡率。有趣的是,以前的研究显示巴氏试验中有 OC 细胞的证据,这表明卵巢肿瘤脱落的蛋白质和可能的脂质最终会进入宫颈。本研究的目的是评估使用巴氏试验作为生物样本进行卵巢癌筛查相关代谢组学研究的实用性。研究方法为了评估使用残留巴氏试验样本作为生物样本进行潜在代谢组学研究的有效性,我们首先从明尼苏达大学获得了 29 份巴氏试验样本,这些样本收集自 50 岁以上、细胞学检查正常且无明显血液污染的女性,并获得了 IRB 批准。对这些样本进行离心,从上清液中回收细胞团。细胞团经过双相萃取,然后进行 RP-LC-MS 分析,而上清液则经过两次单独的萃取和分析,包括 RP-LC-MS 和 HILIC-LC-MS。检测了 220-1000 m/z 范围内的非目标特征,以确定各种提取和分析工作流程的灵敏度和范围,并评估残留的巴氏试验样本是否为可行的代谢组学生物样本。结果对所有 29 份样本中分离出的细胞颗粒进行双相萃取和随后的 RP-LC-MS 分析,获得了信息丰富的探索性数据,凸显了将残留巴氏试验样本作为代谢组学(特别是脂质组学)研究生物样本的潜力。每个样本都在正离子和负离子模式下进行了分析,在正离子模式下检测到 7318 个样本,在负离子模式下检测到 3733 个样本。利用多个参考文献库,在正离子和负离子模式下分别注释了 22.85% 和 36.19% 的特征。在这些检测到的特征中,有 453 种独特的脂质在所有 29 个样本中得到了注释,代表了 20 种不同的脂质亚类。在检测到的各种脂质亚类中,神经酰胺、三酰甘油、己基甘油三酯和磷脂酰胆碱占检测到脂质的一半以上(53.3%),分别为 16.2%、13.0%、12.8% 和 11.3%。结论在所有患者中检测出这 453 种常见脂质,为 50 岁以上宫颈细胞学检查正常的女性建立了相对脂质体基线。这项探索性研究是在代谢组学/脂质组学工作流程中利用残留巴氏试验样本作为生物样本的首次调查。
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来源期刊
Metabolites
Metabolites Biochemistry, Genetics and Molecular Biology-Molecular Biology
CiteScore
5.70
自引率
7.30%
发文量
1070
审稿时长
17.17 days
期刊介绍: Metabolites (ISSN 2218-1989) is an international, peer-reviewed open access journal of metabolism and metabolomics. Metabolites publishes original research articles and review articles in all molecular aspects of metabolism relevant to the fields of metabolomics, metabolic biochemistry, computational and systems biology, biotechnology and medicine, with a particular focus on the biological roles of metabolites and small molecule biomarkers. Metabolites encourages scientists to publish their experimental and theoretical results in as much detail as possible. Therefore, there is no restriction on article length. Sufficient experimental details must be provided to enable the results to be accurately reproduced. Electronic material representing additional figures, materials and methods explanation, or supporting results and evidence can be submitted with the main manuscript as supplementary material.
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