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藜麦籽粒的比较液相色谱-质谱蛋白质组学:通过将计算机技术与对结肠直肠腺癌细胞的体外分析相结合来评估生物活性和健康益处

Comparative LC-MS Proteomics of Quinoa Grains: Evaluation of Bioactivity and Health Benefits by Combining In Silico Techniques With In Vitro Assays on Colorectal Adenocarcinoma Cells.

作者信息

Zaccarelli Alessandro, Mattina Beatrice, Galindo-Luján Rocío, Pont Laura, Benavente Fernando, Zanotti Ilaria, Elviri Lisa

机构信息

Department of Food and Drug, University of Parma, Parma, Italy.

Department of Chemical Engineering and Analytical Chemistry, Institute for Research on Nutrition and Food Safety (INSA·UB), University of Barcelona, Barcelona, Spain.

出版信息

Mol Nutr Food Res. 2025 Jul;69(14):e70125. doi: 10.1002/mnfr.70125. Epub 2025 May 23.

DOI:10.1002/mnfr.70125
PMID:40405663
Abstract

In the present study, we investigated the potential biological effects of proteins and peptides extracted from four different commercial quinoa grain varieties: Black (B), Red (R), White (W), and Royal White (RO), using Caco-2 cells as a proliferation model. Concentration-response curves were constructed to evaluate cytotoxicity and antiproliferative effects. Interestingly, peptides exhibited higher cytotoxicity than proteins, particularly in R and RO quinoa varieties. Based on these findings, we used a data mining approach to identify and compare the cytotoxic proteins in the four quinoa varieties. Using their relative abundance, we successfully classified R and RO quinoa as a cohesive group using classification models. To gain deeper insights into the biological effects on cells, we comprehensively analyzed the differential expression of apoptosis biomarkers using liquid chromatography-tandem mass spectrometry (LC-MS/MS) targeted proteomics. Finally, we correlated the apoptosis profile with the relative abundance of cytotoxic proteins. All these studies were supported by the application of multivariate data analysis. The results demonstrated the potential anticancer of quinoa grain proteins and peptides and provided the basis for more focused mechanistic studies aimed at developing functional foods and nutraceuticals.

摘要

在本研究中,我们以Caco-2细胞作为增殖模型,研究了从四种不同商业藜麦品种(黑色(B)、红色(R)、白色(W)和皇家白(RO))中提取的蛋白质和肽的潜在生物学效应。构建浓度-反应曲线以评估细胞毒性和抗增殖作用。有趣的是,肽表现出比蛋白质更高的细胞毒性,特别是在R和RO藜麦品种中。基于这些发现,我们采用数据挖掘方法来鉴定和比较这四个藜麦品种中的细胞毒性蛋白。利用它们的相对丰度,我们通过分类模型成功地将R和RO藜麦归为一个紧密的组。为了更深入地了解对细胞的生物学效应,我们使用液相色谱-串联质谱(LC-MS/MS)靶向蛋白质组学全面分析了凋亡生物标志物的差异表达。最后,我们将凋亡谱与细胞毒性蛋白的相对丰度进行了关联。所有这些研究都得到了多变量数据分析应用的支持。结果证明了藜麦籽粒蛋白质和肽的潜在抗癌作用,并为旨在开发功能性食品和营养保健品的更有针对性的机制研究提供了基础。

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本文引用的文献

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Paclitaxel in colon cancer management: from conventional chemotherapy to advanced nanocarrier delivery systems.紫杉醇在结肠癌治疗中的应用:从传统化疗到先进的纳米载体递药系统。
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Colorectal cancer.结直肠癌。
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Multilevel Proteomic Profiling of Colorectal Adenocarcinoma Caco-2 Cell Differentiation to Characterize an Intestinal Epithelial Model.结直肠腺癌 Caco-2 细胞分化的多层次蛋白质组学分析,以鉴定肠道上皮模型。
J Proteome Res. 2024 Jul 5;23(7):2561-2575. doi: 10.1021/acs.jproteome.4c00276. Epub 2024 May 29.
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Reassessing the emphasis on limited options in antiretroviral treatment.重新评估对抗逆转录病毒治疗中有限选择的强调。
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The biochemical pathways of apoptotic, necroptotic, pyroptotic, and ferroptotic cell death.细胞凋亡、坏死性凋亡、细胞焦亡和铁死亡的生化途径。
Mol Cell. 2024 Jan 4;84(1):170-179. doi: 10.1016/j.molcel.2023.11.040.
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