{"title":"Harnessing the Power of SMART Single-Molecule Display for Enzyme Evolution: A Focus on Oxidase","authors":"Kalhari Munaweera, Nana Odake, Hannah Patricia Halim, Kakeru Ikeda, Bo Zhu, Maurizio Camagna, Tomokazu Ito, Tetsuya Kitaguchi, Naoto Nemoto, Hideo Nakano, Jasmina Damnjanović","doi":"10.1021/acssynbio.5c00968","DOIUrl":null,"url":null,"abstract":"<p>For a rapid and cost-effective evolution of tailor-made\r\nenzymes,\r\nwe established a high-throughput <em>in vitro</em> selection\r\nplatform named SMART (Single-Molecule Assay on Ribonucleic acid by\r\nTranslated product), integrating mRNA display, next-generation sequencing,\r\nand bioinformatics. SMART represents a versatile system where a module\r\ntermed an auxiliary unit allows enzyme-specific selection under various\r\nexperimental conditions. Here, we report on the establishment of SMART\r\nfor oxidases using a model enzyme, <em>Schizosaccharomyces pombe</em><span>d</span>-amino acid oxidase (SpDAAO), and\r\nascorbate peroxidase 2 as the auxiliary enzyme to detect hydrogen\r\nperoxide produced by the oxidase, and mediate biotinylation of active\r\nsingle-molecule display complexes. As a proof-of-concept, a library\r\nincluding site-saturation mutagenesis at the catalytic residue Y232\r\nof SpDAAO was subjected to a single SMART selection round, yielding\r\nenrichment of the active enzyme variant. The results demonstrate the\r\nutility of SMART as a fast, robust, and efficient platform with the\r\npotential of customization for other enzyme chemistries through appropriate\r\nmodifications of the auxiliary unit. Using SMART, desired enzyme variants\r\ncan be selected in just a few hours by a single person without the\r\nneed for costly equipment or any bias or limitations.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":"15 8","pages":"3168–3178"},"PeriodicalIF":4.5000,"publicationDate":"2026-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Synthetic Biology","FirstCategoryId":"99","ListUrlMain":"https://pubs.acs.org/doi/10.1021/acssynbio.5c00968","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/2/23 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
引用次数: 0
Abstract
For a rapid and cost-effective evolution of tailor-made
enzymes,
we established a high-throughput in vitro selection
platform named SMART (Single-Molecule Assay on Ribonucleic acid by
Translated product), integrating mRNA display, next-generation sequencing,
and bioinformatics. SMART represents a versatile system where a module
termed an auxiliary unit allows enzyme-specific selection under various
experimental conditions. Here, we report on the establishment of SMART
for oxidases using a model enzyme, Schizosaccharomyces pombed-amino acid oxidase (SpDAAO), and
ascorbate peroxidase 2 as the auxiliary enzyme to detect hydrogen
peroxide produced by the oxidase, and mediate biotinylation of active
single-molecule display complexes. As a proof-of-concept, a library
including site-saturation mutagenesis at the catalytic residue Y232
of SpDAAO was subjected to a single SMART selection round, yielding
enrichment of the active enzyme variant. The results demonstrate the
utility of SMART as a fast, robust, and efficient platform with the
potential of customization for other enzyme chemistries through appropriate
modifications of the auxiliary unit. Using SMART, desired enzyme variants
can be selected in just a few hours by a single person without the
need for costly equipment or any bias or limitations.
为了快速、低成本地进化定制酶,我们建立了一个高通量的体外选择平台SMART (Single-Molecule Assay on ribonucicacid by translingproduct),整合了mRNA展示、下一代测序和生物信息学。SMART代表了一个多功能系统,其中一个模块称为辅助单元,允许在各种实验条件下进行酶特异性选择。在这里,我们报道了用一种模式酶——裂糖酵母d-氨基酸氧化酶(SpDAAO)和抗坏血酸过氧化物酶2作为辅助酶来检测氧化酶产生的过氧化氢,并介导活性单分子显示复合物的生物素化,从而建立氧化酶SMART。作为概念验证,一个包含SpDAAO催化残基Y232位点饱和突变的文库进行了一次SMART选择,产生了活性酶变体的富集。结果表明,SMART是一个快速、稳健、高效的平台,通过适当修改辅助单元,具有定制其他酶化学的潜力。使用SMART,一个人可以在短短几个小时内选择所需的酶变体,而不需要昂贵的设备或任何偏见或限制。
期刊介绍:
The journal is particularly interested in studies on the design and synthesis of new genetic circuits and gene products; computational methods in the design of systems; and integrative applied approaches to understanding disease and metabolism.
Topics may include, but are not limited to:
Design and optimization of genetic systems
Genetic circuit design and their principles for their organization into programs
Computational methods to aid the design of genetic systems
Experimental methods to quantify genetic parts, circuits, and metabolic fluxes
Genetic parts libraries: their creation, analysis, and ontological representation
Protein engineering including computational design
Metabolic engineering and cellular manufacturing, including biomass conversion
Natural product access, engineering, and production
Creative and innovative applications of cellular programming
Medical applications, tissue engineering, and the programming of therapeutic cells
Minimal cell design and construction
Genomics and genome replacement strategies
Viral engineering
Automated and robotic assembly platforms for synthetic biology
DNA synthesis methodologies
Metagenomics and synthetic metagenomic analysis
Bioinformatics applied to gene discovery, chemoinformatics, and pathway construction
Gene optimization
Methods for genome-scale measurements of transcription and metabolomics
Systems biology and methods to integrate multiple data sources
in vitro and cell-free synthetic biology and molecular programming
Nucleic acid engineering.