Data-Driven Discovery of a New Fluorescent BASHY Dye for Bioimaging

IF 8.5 Q1 CHEMISTRY, MULTIDISCIPLINARY
João M.J.M. Ravasco, João Felicidade, Maria V. Pinto, Fábio M.F. Santos, René Campos-González, Jesús F. Arteaga, Manon Mehraz, Christelle Langevin, Adelaide Fernandes, Ha-Chi Nguyen, David Y.W. Ng, Jaime A.S. Coelho*, Uwe Pischel* and Pedro M.P. Gois*, 
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引用次数: 0

Abstract

Fluorescent molecules play a crucial role in biomedicine by facilitating the visualization and tracking of biological processes with sensitivity and specificity. However, tailoring their structure to meet the demands of live cell and in vivo imaging presents a significant challenge due to the intricate interplay of factors governing their structural and photophysical properties. In this study, we explored the potential of using multivariate linear free-energy relationships (mLFER) to optimize a multicomponent fluorescent platform. We prepared a small library of 20 fluorescent boronic-acid-derived salicylidenehydrazone (BASHY) complexes using a versatile reaction protocol and characterized their chemical stability in water-containing media. The obtained data served as input for the development of an mLFER model, enabling the prediction of a new BASHY dye and unraveling previously unknown mechanisms governing the stability of this unique platform of fluorescent dyes. The optimized dye was successfully employed in live cell experiments and in zebrafish larvae.

数据驱动发现用于生物成像的新型荧光 BASHY 染料
荧光分子在生物医学中发挥着至关重要的作用,它能以灵敏度和特异性促进生物过程的可视化和跟踪。然而,由于支配荧光分子结构和光物理特性的各种因素错综复杂地相互作用,如何调整荧光分子的结构以满足活细胞和活体成像的要求是一项重大挑战。在本研究中,我们探索了利用多元线性自由能关系(mLFER)优化多组分荧光平台的潜力。我们采用多功能反应方案制备了一个包含 20 种荧光硼酸衍生水杨醛腙(BASHY)复合物的小型库,并鉴定了它们在含水介质中的化学稳定性。所获得的数据为 mLFER 模型的开发提供了输入,从而预测了一种新的 BASHY 染料,并揭示了这种独特的荧光染料平台的稳定性的未知机制。优化后的染料成功应用于活细胞实验和斑马鱼幼体。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
9.10
自引率
0.00%
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审稿时长
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