• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于液滴的微流控技术的超高通量筛选在定向进化中的应用。

Ultrahigh-throughput screening in drop-based microfluidics for directed evolution.

机构信息

Harvard School of Engineering and Applied Sciences, Cambridge, MA 02138, USA.

出版信息

Proc Natl Acad Sci U S A. 2010 Mar 2;107(9):4004-9. doi: 10.1073/pnas.0910781107. Epub 2010 Feb 8.

DOI:10.1073/pnas.0910781107
PMID:20142500
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2840095/
Abstract

The explosive growth in our knowledge of genomes, proteomes, and metabolomes is driving ever-increasing fundamental understanding of the biochemistry of life, enabling qualitatively new studies of complex biological systems and their evolution. This knowledge also drives modern biotechnologies, such as molecular engineering and synthetic biology, which have enormous potential to address urgent problems, including developing potent new drugs and providing environmentally friendly energy. Many of these studies, however, are ultimately limited by their need for even-higher-throughput measurements of biochemical reactions. We present a general ultrahigh-throughput screening platform using drop-based microfluidics that overcomes these limitations and revolutionizes both the scale and speed of screening. We use aqueous drops dispersed in oil as picoliter-volume reaction vessels and screen them at rates of thousands per second. To demonstrate its power, we apply the system to directed evolution, identifying new mutants of the enzyme horseradish peroxidase exhibiting catalytic rates more than 10 times faster than their parent, which is already a very efficient enzyme. We exploit the ultrahigh throughput to use an initial purifying selection that removes inactive mutants; we identify approximately 100 variants comparable in activity to the parent from an initial population of approximately 10(7). After a second generation of mutagenesis and high-stringency screening, we identify several significantly improved mutants, some approaching diffusion-limited efficiency. In total, we screen approximately 10(8) individual enzyme reactions in only 10 h, using < 150 microL of total reagent volume; compared to state-of-the-art robotic screening systems, we perform the entire assay with a 1,000-fold increase in speed and a 1-million-fold reduction in cost.

摘要

我们对基因组、蛋白质组和代谢组的认识呈爆炸式增长,这推动了对生命生物化学的理解不断深入,使人们能够对复杂的生物系统及其进化进行全新的研究。这一知识还推动了现代生物技术的发展,如分子工程和合成生物学,这些技术具有巨大的潜力,可以解决包括开发强效新药和提供环保能源在内的紧迫问题。然而,许多此类研究最终受到需要对生化反应进行更高通量测量的限制。我们提出了一种基于液滴的微流控高通量筛选平台,该平台克服了这些限制,彻底改变了筛选的规模和速度。我们使用分散在油中的水滴作为皮升级别的反应容器,并以每秒数千个的速度对其进行筛选。为了展示其威力,我们将该系统应用于定向进化,鉴定出了新的辣根过氧化物酶突变体,其催化速率比其母体快 10 多倍,而母体已经是一种非常高效的酶。我们利用超高通量进行初始纯化筛选,去除无活性的突变体;从初始群体中筛选出约 100 个与母体活性相当的变体,该群体约为 10^7。经过第二代诱变和严格筛选,我们鉴定出了几个显著改进的突变体,有些接近扩散限制效率。总共,我们在仅 10 小时内筛选了约 10^8 个单个酶反应,使用的总试剂体积<150 μL;与最先进的机器人筛选系统相比,我们的整个测定速度提高了 1000 倍,成本降低了 100 万倍。

相似文献

1
Ultrahigh-throughput screening in drop-based microfluidics for directed evolution.基于液滴的微流控技术的超高通量筛选在定向进化中的应用。
Proc Natl Acad Sci U S A. 2010 Mar 2;107(9):4004-9. doi: 10.1073/pnas.0910781107. Epub 2010 Feb 8.
2
Controlled Continuous Evolution of Enzymatic Activity Screened at Ultrahigh Throughput Using Drop-Based Microfluidics.基于液滴的微流控技术以超高通量筛选对酶活性进行可控连续进化。
Angew Chem Int Ed Engl. 2023 Jun 12;62(24):e202303112. doi: 10.1002/anie.202303112. Epub 2023 May 3.
3
A completely in vitro ultrahigh-throughput droplet-based microfluidic screening system for protein engineering and directed evolution.一种完全在体外的超高通量基于液滴的微流控筛选系统,用于蛋白质工程和定向进化。
Lab Chip. 2012 Mar 7;12(5):882-91. doi: 10.1039/c2lc21035e. Epub 2012 Jan 26.
4
Efficient molecular evolution to generate enantioselective enzymes using a dual-channel microfluidic droplet screening platform.使用双通道微流控液滴筛选平台进行高效的分子进化以产生对映选择性酶。
Nat Commun. 2018 Mar 12;9(1):1030. doi: 10.1038/s41467-018-03492-6.
5
Ultrahigh-throughput-directed enzyme evolution by absorbance-activated droplet sorting (AADS).通过吸光度激活液滴分选(AADS)进行的超高通量定向酶进化。
Proc Natl Acad Sci U S A. 2016 Nov 22;113(47):E7383-E7389. doi: 10.1073/pnas.1606927113. Epub 2016 Nov 7.
6
Ultrahigh-Throughput Screening of Single-Cell Lysates for Directed Evolution and Functional Metagenomics.用于定向进化和功能宏基因组学的单细胞裂解物超高通量筛选
Methods Mol Biol. 2018;1685:297-309. doi: 10.1007/978-1-4939-7366-8_18.
7
Droplet Microfluidics and Directed Evolution of Enzymes: An Intertwined Journey.液滴微流控与酶的定向进化:交织之旅。
Angew Chem Int Ed Engl. 2021 Nov 8;60(46):24368-24387. doi: 10.1002/anie.202016154. Epub 2021 Jul 16.
8
Directed Evolution in Drops: Molecular Aspects and Applications.液滴定向进化:分子层面与应用
ACS Synth Biol. 2021 Nov 19;10(11):2772-2783. doi: 10.1021/acssynbio.1c00313. Epub 2021 Oct 22.
9
Droplet Microfluidics-Enabled High-Throughput Screening for Protein Engineering.基于微滴微流控技术的蛋白质工程高通量筛选
Micromachines (Basel). 2019 Oct 29;10(11):734. doi: 10.3390/mi10110734.
10
Using droplet-based microfluidics to improve the catalytic properties of RNA under multiple-turnover conditions.利用基于液滴的微流控技术在多轮反应条件下改善RNA的催化特性。
RNA. 2015 Mar;21(3):458-69. doi: 10.1261/rna.048033.114. Epub 2015 Jan 20.

引用本文的文献

1
Establishment of High-Throughput Screening Protocol Based on Isomerase Using sp. L-Rhamnose Isomerase.基于使用sp. L-鼠李糖异构酶的异构酶建立高通量筛选方案
J Microbiol Biotechnol. 2025 Aug 26;35:e2507026. doi: 10.4014/jmb.2507.07026.
2
A sticky situation - simple method for rapid poissonian encapsulation of highly aggregation-prone microbeads in polydisperse emulsions.一个棘手的情况——在多分散乳液中对高度易聚集微珠进行快速泊松封装的简单方法。
Front Bioeng Biotechnol. 2025 Jun 30;13:1568027. doi: 10.3389/fbioe.2025.1568027. eCollection 2025.
3
Modification and applications of glucose oxidase: optimization strategies and high-throughput screening technologies.葡萄糖氧化酶的修饰与应用:优化策略及高通量筛选技术
World J Microbiol Biotechnol. 2025 Jul 12;41(7):266. doi: 10.1007/s11274-025-04475-8.
4
Role of Interfacial Processes in Accelerated Reactions in Nano- and Microdroplets.界面过程在纳米和微滴加速反应中的作用
J Phys Chem A. 2025 Jul 17;129(28):6424-6436. doi: 10.1021/acs.jpca.5c03287. Epub 2025 Jul 4.
5
Droplet-on-demand using a positive pressure pulse.使用正压脉冲按需产生液滴。
Eur Phys J E Soft Matter. 2025 Jul 2;48(6-7):35. doi: 10.1140/epje/s10189-025-00493-4.
6
Continuous FACS Sorting of Double Emulsion Picoreactors with a 3D-Printed Vertical Mixer.使用3D打印垂直混合器对双乳液微反应器进行连续流式细胞仪分选
Anal Chem. 2025 Jul 15;97(27):14406-14414. doi: 10.1021/acs.analchem.5c01536. Epub 2025 Jul 2.
7
Droplet Generation and Manipulation in Microfluidics: A Comprehensive Overview of Passive and Active Strategies.微流控中的液滴生成与操控:被动与主动策略的全面概述
Biosensors (Basel). 2025 May 29;15(6):345. doi: 10.3390/bios15060345.
8
Microfluidics for protein interaction studies: current methods, challenges, and future perspectives.用于蛋白质相互作用研究的微流控技术:当前方法、挑战及未来展望。
Eur Biophys J. 2025 Jun 10. doi: 10.1007/s00249-025-01763-x.
9
Droplet Microfluidics for Advanced Single-Cell Analysis.用于高级单细胞分析的微滴微流控技术
Smart Med. 2025 Apr 4;4(2):e70002. doi: 10.1002/smmd.70002. eCollection 2025 Jun.
10
Hydrophilic/Omniphobic Droplet Arrays for High-throughput and Quantitative Enzymology.用于高通量定量酶学研究的亲水性/全疏水性液滴阵列
Anal Chem. 2025 Apr 29;97(16):8957-8967. doi: 10.1021/acs.analchem.5c00333. Epub 2025 Apr 16.

本文引用的文献

1
Fluorescence-activated droplet sorting (FADS): efficient microfluidic cell sorting based on enzymatic activity.荧光激活液滴分选(FADS):基于酶活性的高效微流控细胞分选
Lab Chip. 2009 Jul 7;9(13):1850-8. doi: 10.1039/b902504a. Epub 2009 Apr 23.
2
Highly L and D enantioselective variants of horseradish peroxidase discovered by an ultrahigh-throughput selection method.通过超高通量筛选方法发现的辣根过氧化物酶的高度L型和D型对映体选择性变体。
Proc Natl Acad Sci U S A. 2008 Nov 18;105(46):17694-9. doi: 10.1073/pnas.0809851105. Epub 2008 Nov 12.
3
Biocompatible surfactants for water-in-fluorocarbon emulsions.用于碳氟化合物包水乳液的生物相容性表面活性剂。
Lab Chip. 2008 Oct;8(10):1632-9. doi: 10.1039/b806706f. Epub 2008 Sep 2.
4
Ohno's model revisited: measuring the frequency of potentially adaptive mutations under various mutational drifts.重新审视大野模型:测量各种突变漂变下潜在适应性突变的频率。
Mol Biol Evol. 2008 Nov;25(11):2311-8. doi: 10.1093/molbev/msn174. Epub 2008 Aug 6.
5
Historical contingency and the evolution of a key innovation in an experimental population of Escherichia coli.历史偶然性与大肠杆菌实验群体中一项关键创新的进化
Proc Natl Acad Sci U S A. 2008 Jun 10;105(23):7899-906. doi: 10.1073/pnas.0803151105. Epub 2008 Jun 4.
6
Intense neutral drifts yield robust and evolvable consensus proteins.强烈的中性漂移产生稳健且可进化的共有蛋白。
J Mol Biol. 2008 Jun 20;379(5):1029-44. doi: 10.1016/j.jmb.2008.04.024. Epub 2008 Apr 16.
7
Advances in laboratory evolution of enzymes.酶的实验室进化研究进展。
Curr Opin Chem Biol. 2008 Apr;12(2):151-8. doi: 10.1016/j.cbpa.2008.01.027. Epub 2008 Mar 7.
8
Synthetic biology for synthetic chemistry.用于合成化学的合成生物学。
ACS Chem Biol. 2008 Jan 18;3(1):64-76. doi: 10.1021/cb7002434.
9
Protein engineers turned evolutionists.蛋白质工程师变成了进化论者。
Nat Methods. 2007 Dec;4(12):991-4. doi: 10.1038/nmeth1207-991.
10
Selection of horseradish peroxidase variants with enhanced enantioselectivity by yeast surface display.通过酵母表面展示筛选对映选择性增强的辣根过氧化物酶变体。
Chem Biol. 2007 Oct;14(10):1176-85. doi: 10.1016/j.chembiol.2007.09.008.