Reactivity of amino acids and short peptide sequences: identifying bioactive compounds via DFT calculations

IF 3.9 2区 化学 Q2 CHEMISTRY, APPLIED Molecular Diversity Pub Date : 2024-05-03 DOI:10.1007/s11030-024-10868-y
Daiane F. Oliveira, Alex P. Coleone, Filipe C. D. A. Lima, Augusto Batagin-Neto
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Abstract

Bioactive peptides are short amino acid sequences that play important roles in various physiological processes, including antioxidant and protective effects. These compounds can be obtained through protein hydrolysis and have a wide range of potential applications in a variety of areas. However, despite the potential of these compounds, more in-depth knowledge is still necessary to better understand details regarding their chemical reactivity and electronic properties. In this study, we used molecular modeling techniques to investigate the electronic structure of isolated amino acids (AA) and short peptide sequences. Details on the relative alignments between the frontier electronic levels, local chemical reactivity and donor–acceptor properties of the 20 primary amino acids and some di- and tripeptides were evaluated in the framework of the density functional theory (DFT). Our results suggest that the electronic properties of isolated amino acids can be used to interpret the reactivity of short sequences. We found that aromatic and charged amino acids, as well as Methionine, play a key role in determining the local reactivity of peptides, in agreement with experimental data. Our analyses also allowed us to identify the influence of the relative position of AA and terminations on the local reactivity of the sequences, which can guide experimental studies and help to propose/evaluate possible mechanisms of action. In summary, our data indicate that the position of active sites of polypeptides can be predicted from short sequences, providing a promising strategy for the synthesis and bioprospection of new optimized compounds.

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氨基酸和短肽序列的反应性:通过 DFT 计算确定生物活性化合物。
生物活性肽是短氨基酸序列,在各种生理过程中发挥重要作用,包括抗氧化和保护作用。这些化合物可通过水解蛋白质获得,在多个领域具有广泛的潜在应用。然而,尽管这些化合物潜力巨大,但要更好地了解其化学反应性和电子特性的细节,仍然需要更深入的知识。在这项研究中,我们利用分子建模技术研究了分离氨基酸(AA)和短肽序列的电子结构。在密度泛函理论(DFT)的框架下,我们评估了 20 种原生氨基酸和一些二肽和三肽的前沿电子水平之间的相对排列、局部化学反应性和供体-受体性质的细节。我们的研究结果表明,孤立氨基酸的电子特性可用来解释短序列的反应性。我们发现,芳香族氨基酸和带电氨基酸以及蛋氨酸在决定肽的局部反应性方面起着关键作用,这与实验数据一致。我们的分析还使我们能够确定 AA 和末端的相对位置对序列局部反应性的影响,这可以指导实验研究,并有助于提出/评估可能的作用机制。总之,我们的数据表明,可以通过短序列预测多肽活性位点的位置,为新优化化合物的合成和生物研究提供了一种前景广阔的策略。
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来源期刊
Molecular Diversity
Molecular Diversity 化学-化学综合
CiteScore
7.30
自引率
7.90%
发文量
219
审稿时长
2.7 months
期刊介绍: Molecular Diversity is a new publication forum for the rapid publication of refereed papers dedicated to describing the development, application and theory of molecular diversity and combinatorial chemistry in basic and applied research and drug discovery. The journal publishes both short and full papers, perspectives, news and reviews dealing with all aspects of the generation of molecular diversity, application of diversity for screening against alternative targets of all types (biological, biophysical, technological), analysis of results obtained and their application in various scientific disciplines/approaches including: combinatorial chemistry and parallel synthesis; small molecule libraries; microwave synthesis; flow synthesis; fluorous synthesis; diversity oriented synthesis (DOS); nanoreactors; click chemistry; multiplex technologies; fragment- and ligand-based design; structure/function/SAR; computational chemistry and molecular design; chemoinformatics; screening techniques and screening interfaces; analytical and purification methods; robotics, automation and miniaturization; targeted libraries; display libraries; peptides and peptoids; proteins; oligonucleotides; carbohydrates; natural diversity; new methods of library formulation and deconvolution; directed evolution, origin of life and recombination; search techniques, landscapes, random chemistry and more;
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