Department of Biomedical Engineering, University of Texas at Austin, Austin, TX, 78712, USA.
Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Seoul, 02841, Korea.
Adv Mater. 2022 Oct;34(41):e2204957. doi: 10.1002/adma.202204957. Epub 2022 Sep 9.
NanoCluster Beacons (NCBs) are multicolor silver nanocluster probes whose fluorescence can be activated or tuned by a proximal DNA strand called the activator. While a single-nucleotide difference in a pair of activators can lead to drastically different activation outcomes, termed polar opposite twins (POTs), it is difficult to discover new POT-NCBs using the conventional low-throughput characterization approaches. Here, a high-throughput selection method is reported that takes advantage of repurposed next-generation-sequencing chips to screen the activation fluorescence of ≈40 000 activator sequences. It is found that the nucleobases at positions 7-12 of the 18-nucleotide-long activator are critical to creating bright NCBs and positions 4-6 and 2-4 are hotspots to generate yellow-orange and red POTs, respectively. Based on these findings, a "zipper-bag" model is proposed that can explain how these hotspots facilitate the formation of distinct silver cluster chromophores and alter their chemical yields. Combining high-throughput screening with machine-learning algorithms, a pipeline is established to design bright and multicolor NCBs in silico.
纳米团簇信标 (NCB) 是多色银纳米团簇探针,其荧光可以通过称为激活剂的近端 DNA 链激活或调谐。虽然一对激活剂中的单个核苷酸差异可能导致截然不同的激活结果,称为极性相反的双胞胎 (POT),但使用传统的低通量表征方法很难发现新的 POT-NCB。在这里,报道了一种高通量选择方法,该方法利用再利用的下一代测序芯片筛选 ≈40000 个激活剂序列的激活荧光。结果发现,18 个核苷酸长的激活剂中 7-12 位的核碱基对于产生明亮的 NCB 至关重要,而 4-6 位和 2-4 位则分别是产生黄橙色和红色 POT 的热点。基于这些发现,提出了一种“拉链袋”模型,可以解释这些热点如何促进形成不同的银团簇生色团并改变它们的化学产率。通过将高通量筛选与机器学习算法相结合,建立了一个在计算机中设计明亮和多色 NCB 的管道。