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脑膜瘤的临床蛋白质组学:福尔马林固定石蜡包埋组织样本中定量蛋白质组学和生物标志物验证的综合工作流程。

Clinical Proteomics for Meningioma: An Integrated Workflow for Quantitative Proteomics and Biomarker Validation in Formalin-Fixed Paraffin-Embedded Tissue Samples.

机构信息

Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Mumbai, India.

Tata Memorial Hospital, Mumbai, India.

出版信息

OMICS. 2022 Sep;26(9):512-520. doi: 10.1089/omi.2022.0082. Epub 2022 Aug 26.

DOI:10.1089/omi.2022.0082
PMID:36036964
Abstract

Clinical proteomics is a rapidly emerging frontier in laboratory medicine. High-throughput proteomic investigations of biopsy tissues provide mechanistic insights into complex human diseases. For large-scale proteomics, formalin-fixed and paraffin-embedded (FFPE) tissue samples offer a viable alternative to fresh-frozen (FF) tissues that have restricted availability. In this context, meningioma is one of the most common primary brain tumors where innovation in diagnostics and therapeutic targets can benefit from clinical proteomics. We present here an integrated workflow for quantitative proteomics and biomarker validation of meningioma FFPE tissues. Applying label-free quantitative (LFQ) proteomics, we reproducibly (Pearson's correlation: 0.84-0.91) obtained an in-depth proteome coverage (nearly 4000 proteins per sample) from 120 min gradient of single unfractionated mass spectrometry run. Furthermore, building upon LFQ data and literature curated set of meningioma-associated proteins, we validated , , and from FFPE tissues using selected reaction monitoring (SRM) assay and compared its performance with FF tissues. This study illustrates how knowledge from label-free proteomics can be integrated for selecting peptides for targeted validation and suggests that FFPE tissues are comparable to FF tissues for SRM assays. This quantitative clinical proteomics workflow is scalable for large-scale clinical diagnostics studies in the future, for example, utilizing the global repository of FFPE tissues in meningioma and possibly in other cancers.

摘要

临床蛋白质组学是实验室医学中一个迅速发展的前沿领域。对活检组织进行高通量蛋白质组学研究为复杂的人类疾病提供了机制上的见解。对于大规模蛋白质组学,福尔马林固定和石蜡包埋(FFPE)组织样本是对新鲜冷冻(FF)组织的可行替代,FF 组织的可用性有限。在这种情况下,脑膜瘤是最常见的原发性脑肿瘤之一,其中诊断和治疗靶点的创新可以受益于临床蛋白质组学。我们在这里提出了一种脑膜瘤 FFPE 组织的定量蛋白质组学和生物标志物验证的集成工作流程。应用无标记定量(LFQ)蛋白质组学,我们从 120 分钟的单不分级质谱运行的梯度中可重复性地(皮尔逊相关系数:0.84-0.91)获得了深入的蛋白质组覆盖(每个样本近 4000 种蛋白质)。此外,基于 LFQ 数据和脑膜瘤相关蛋白质的文献 curated 集,我们使用选择反应监测(SRM)测定法验证了 FFPE 组织中的 、 和 ,并将其与 FF 组织进行了比较。这项研究说明了如何整合无标记蛋白质组学的知识来选择用于靶向验证的肽,并表明 FFPE 组织与 FF 组织一样适用于 SRM 测定。这种定量临床蛋白质组学工作流程可扩展用于未来的大规模临床诊断研究,例如,利用脑膜瘤和可能在其他癌症中的 FFPE 组织的全球存储库。

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引用本文的文献

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Quantitative tissue analysis reveals AK2, COL1A1, and PLG protein signatures: targeted therapeutics for meningioma.定量组织分析揭示AK2、COL1A1和PLG蛋白特征:脑膜瘤的靶向治疗
Int J Surg. 2024 Dec 1;110(12):7434-7446. doi: 10.1097/JS9.0000000000002054.
2
Integrated Meta-Omics Analysis Unveils the Pathways Modulating Tumorigenesis and Proliferation in High-Grade Meningioma.整合代谢组学分析揭示了高级别脑膜瘤中调节肿瘤发生和增殖的途径。
Cells. 2023 Oct 18;12(20):2483. doi: 10.3390/cells12202483.
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A large-scale targeted proteomics of serum and tissue shows the utility of classifying high grade and low grade meningioma tumors.
一项针对血清和组织的大规模靶向蛋白质组学研究显示了对高级别和低级别脑膜瘤进行肿瘤分类的实用性。
Clin Proteomics. 2023 Sep 29;20(1):41. doi: 10.1186/s12014-023-09426-9.