From in-silico screening to in-vitro evaluation: Enhancing the detection of Microcystins with engineered PP1 mutant variants

IF 3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Journal of structural biology Pub Date : 2023-11-05 DOI:10.1016/j.jsb.2023.108043
Ezequiel J. Alba-Posse , Carlos David Bruque , Yamila Gándola , Javier Gasulla , Alejandro D. Nadra
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Abstract

Cyanotoxins produced during harmful algal blooms (CyanoHABs) have become a worldwide issue of concern. Microcystins (MC) are the most ubiquitous group of cyanotoxins and have known carcinogenic and hepatotoxic effects. The protein phosphatase inhibition assays (PPIAs), based on the inhibition of Protein Phosphatase 1/2A (PP1/PP2A) by MC, are one of the most cost-effective options for detecting MC. In this work, we aimed to design in-silico and evaluate in-vitro mutant variants of the PP1 protein, in order to enhance their capabilities as a MC biosensor.

To this end, we performed an in-silico active site-saturated mutagenesis screening, followed by stability and docking affinity calculation with the MCLR cyanotoxin. Candidates with improved both affinity and stability were further tested in a fully flexible active-site docking. The best-scored mutations (19) were individually analysed regarding their locations and interactions. Four of them (p.D197F; p.Q249Y; p.S129W; p.D220Q) were selected for in-vitro expression and evaluation. Mutant p.D197F, exhibited a significant increment in inhibition by MCLR with respect to the WT, while showing a non-significant difference in stability nor activity. This successful PP1 inhibition enhancement suggests the potential of the p.D197F variant for practical MC detection applications.

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从计算机筛选到体外评估:用工程PP1突变体增强微囊藻毒素的检测。
有害藻华期间产生的氰毒素(CyanoHABs)已成为全世界关注的问题。微囊藻毒素(MC)是最普遍的一组蓝藻毒素,具有已知的致癌和肝毒性作用。基于MC对蛋白磷酸酶1/2A(PP1/PP2A)的抑制作用的蛋白磷酸酶抑制试验(PPIAs)是检测MC最具成本效益的选择之一。在这项工作中,我们旨在通过计算机设计和评估PP1蛋白的体外突变变体,以增强其作为MC生物传感器的能力。为此,我们进行了计算机活性位点饱和诱变筛选,然后用MCLR蓝毒素进行稳定性和对接亲和力计算。亲和力和稳定性都有所提高的候选者在完全灵活的活性位点对接中进行了进一步测试。对得分最高的突变(19)的位置和相互作用进行了单独分析。选择其中四个(p.D197F;p.Q249Y;p.S129W;p.D220Q)进行体外表达和评估。突变体p.D197F表现出MCLR对WT的抑制显著增加,而在稳定性和活性方面表现出无显著差异。这种成功的PP1抑制增强表明p.D197F变体在实际MC检测应用中的潜力。
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来源期刊
Journal of structural biology
Journal of structural biology 生物-生化与分子生物学
CiteScore
6.30
自引率
3.30%
发文量
88
审稿时长
65 days
期刊介绍: Journal of Structural Biology (JSB) has an open access mirror journal, the Journal of Structural Biology: X (JSBX), sharing the same aims and scope, editorial team, submission system and rigorous peer review. Since both journals share the same editorial system, you may submit your manuscript via either journal homepage. You will be prompted during submission (and revision) to choose in which to publish your article. The editors and reviewers are not aware of the choice you made until the article has been published online. JSB and JSBX publish papers dealing with the structural analysis of living material at every level of organization by all methods that lead to an understanding of biological function in terms of molecular and supermolecular structure. Techniques covered include: • Light microscopy including confocal microscopy • All types of electron microscopy • X-ray diffraction • Nuclear magnetic resonance • Scanning force microscopy, scanning probe microscopy, and tunneling microscopy • Digital image processing • Computational insights into structure
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