Pub Date : 2024-01-01DOI: 10.1007/978-1-0716-3794-4_13
Marta Hornyák, Agnieszka Płażek
The chlorophyll a fluorescence measurement method is used to determine the efficiency of the photosynthetic apparatus and to assess the physiological state of photosynthetic organisms. The measurement is simple, fast, and noninvasive. It is a precise tool to study photosynthesis response under stress conditions or to assess the impact of specific environmental factors on plants. Here we describe the usage of this method in environmental-controlled plant production systems differing in temperature or light source on the growth and development of common buckwheat.
叶绿素 a 荧光测量法用于确定光合装置的效率和评估光合生物的生理状态。这种测量方法简单、快速、无损伤。它是研究压力条件下光合作用反应或评估特定环境因素对植物影响的精确工具。在此,我们介绍了在温度或光源不同的环境控制植物生产系统中使用这种方法对普通荞麦生长发育的影响。
{"title":"Measurement of the Kinetics of Chlorophyll a Fluorescence by an LED-Light Source Fluorimeter, Handy PEA.","authors":"Marta Hornyák, Agnieszka Płażek","doi":"10.1007/978-1-0716-3794-4_13","DOIUrl":"10.1007/978-1-0716-3794-4_13","url":null,"abstract":"<p><p>The chlorophyll a fluorescence measurement method is used to determine the efficiency of the photosynthetic apparatus and to assess the physiological state of photosynthetic organisms. The measurement is simple, fast, and noninvasive. It is a precise tool to study photosynthesis response under stress conditions or to assess the impact of specific environmental factors on plants. Here we describe the usage of this method in environmental-controlled plant production systems differing in temperature or light source on the growth and development of common buckwheat.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140293955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-01DOI: 10.1007/978-1-0716-3794-4_15
Monika Kula-Maximenko, Marta Hornyák, Agnieszka Płażek
Light is one of the main signals detected by plants that influence plant growth, development, and function. The light features that influence plants are the photoperiod, light intensity, and spectral composition. Manipulating light intensity and spectrum to obtain better plant growth and quality has become a popular research object in recent years. Here we describe the usage of the spectrometer Lighting Passport Pro to determine the impact of light intensity and share of individual waves in its spectrum in environment-controlled plant production systems on the growth, development, and soluble carbohydrate and phenolic synthesis of common buckwheat.
光是植物检测到的影响植物生长、发育和功能的主要信号之一。影响植物的光照特征包括光周期、光照强度和光谱成分。操纵光强和光谱以获得更好的植物生长和质量已成为近年来的热门研究对象。在此,我们介绍在环境控制的植物生产系统中使用光谱仪 Lighting Passport Pro 测定光照强度及其光谱中各个波段的比例对普通荞麦的生长、发育、可溶性碳水化合物和酚类合成的影响。
{"title":"Measurement of the Light Intensity and Spectrum Influence on Plant Growth and Secondary Metabolites of Common Buckwheat.","authors":"Monika Kula-Maximenko, Marta Hornyák, Agnieszka Płażek","doi":"10.1007/978-1-0716-3794-4_15","DOIUrl":"10.1007/978-1-0716-3794-4_15","url":null,"abstract":"<p><p>Light is one of the main signals detected by plants that influence plant growth, development, and function. The light features that influence plants are the photoperiod, light intensity, and spectral composition. Manipulating light intensity and spectrum to obtain better plant growth and quality has become a popular research object in recent years. Here we describe the usage of the spectrometer Lighting Passport Pro to determine the impact of light intensity and share of individual waves in its spectrum in environment-controlled plant production systems on the growth, development, and soluble carbohydrate and phenolic synthesis of common buckwheat.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140293956","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-01DOI: 10.1007/978-1-0716-3794-4_8
Reneé Pérez-Pérez, Jolanta Kwasniewska
This chapter presents the squash chromosome preparation technique for Fagopyrum esculentum and F. tataricum, using the root tips as the source of the material. Using an optimized version of this method, the chromosomes are free of cytoplasmic debris and are spread evenly on the glass slide. What comes of it is the possibility to make observations of the chromosome number and structure at the metaphase stage. This technique's modified version allows micronuclei analysis in interphase cells of buckwheats.
本章介绍了以根尖为材料来源制备 Fagopyrum esculentum 和 F. tataricum 的壁球染色体的技术。使用该方法的优化版本,染色体不含细胞质碎片,并能均匀地铺在玻璃载玻片上。这样做的结果是,可以在分裂期观察染色体的数量和结构。这种技术的改进版可以对荞麦的间期细胞进行微核分析。
{"title":"Visualization of Fagopyrum esculentum and Fagopyrum tataricum Chromosomes and Micronuclei.","authors":"Reneé Pérez-Pérez, Jolanta Kwasniewska","doi":"10.1007/978-1-0716-3794-4_8","DOIUrl":"10.1007/978-1-0716-3794-4_8","url":null,"abstract":"<p><p>This chapter presents the squash chromosome preparation technique for Fagopyrum esculentum and F. tataricum, using the root tips as the source of the material. Using an optimized version of this method, the chromosomes are free of cytoplasmic debris and are spread evenly on the glass slide. What comes of it is the possibility to make observations of the chromosome number and structure at the metaphase stage. This technique's modified version allows micronuclei analysis in interphase cells of buckwheats.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140293963","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-01DOI: 10.1007/978-1-0716-3621-3_8
Teng Teng, Min Yu
Cancer is a common health problem with more than 90% of deaths due to metastases. Circulating tumor cells (CTCs) contain precursors that can initiate metastases. However, CTCs are rare, heterogeneous, and difficult to expand in culture. We have previously created CTC-derived cell lines from stage IV breast cancer patients. These CTC lines were used to establish single-cell CTC clones using flow cytometry cell sorting.
{"title":"Establishing Single-Cell Clones from In Vitro-Cultured Circulating Tumor Cells.","authors":"Teng Teng, Min Yu","doi":"10.1007/978-1-0716-3621-3_8","DOIUrl":"https://doi.org/10.1007/978-1-0716-3621-3_8","url":null,"abstract":"<p><p>Cancer is a common health problem with more than 90% of deaths due to metastases. Circulating tumor cells (CTCs) contain precursors that can initiate metastases. However, CTCs are rare, heterogeneous, and difficult to expand in culture. We have previously created CTC-derived cell lines from stage IV breast cancer patients. These CTC lines were used to establish single-cell CTC clones using flow cytometry cell sorting.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139403609","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-01DOI: 10.1007/978-1-0716-3702-9_5
Ying Zhang, Xinyue Fan, Xiaofei Cheng
Double-stranded RNA (dsRNA) is the replicate intermediate of all RNA viruses, and is also recognized by their host cells as a virus-invading molecule signal. Analysis of the localization and dynamic of virus-induced dsRNA can reveal crucial information concerning the molecular mechanism of virus replication and host responses to viral infection. In this chapter, we provide an easy and efficient protocol called dsRNA binding-dependent fluorescence complementation (dRBFC) assay for labeling the dsRNAs in living plant cells using two different plant RNA viruses, namely potato virus X and turnip mosaic virus. Moreover, both YFP- and mRFP-based dRBFC plasmids are available for the flexibility of experiment design.
{"title":"Analysis of Virus-Induced Double-Stranded RNA in Living Plant Cells by the dRBFC Assay.","authors":"Ying Zhang, Xinyue Fan, Xiaofei Cheng","doi":"10.1007/978-1-0716-3702-9_5","DOIUrl":"10.1007/978-1-0716-3702-9_5","url":null,"abstract":"<p><p>Double-stranded RNA (dsRNA) is the replicate intermediate of all RNA viruses, and is also recognized by their host cells as a virus-invading molecule signal. Analysis of the localization and dynamic of virus-induced dsRNA can reveal crucial information concerning the molecular mechanism of virus replication and host responses to viral infection. In this chapter, we provide an easy and efficient protocol called dsRNA binding-dependent fluorescence complementation (dRBFC) assay for labeling the dsRNAs in living plant cells using two different plant RNA viruses, namely potato virus X and turnip mosaic virus. Moreover, both YFP- and mRFP-based dRBFC plasmids are available for the flexibility of experiment design.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139570711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-01DOI: 10.1007/978-1-0716-3670-1_11
Giorgia Radicioni, Mehmet Kesimer
Mucins MUC5AC and MUC5B are large glycoproteins that play an essential role in the innate defense of epithelial surfaces and their quantitation in biological samples would be informative about the health status of the tissue/samples they are derived from. However, they are difficult to study and quantify with traditional methods such as ELISA and western blot, due to their size, heterogeneity, and high degree of glycosylation. We successfully implemented a stable isotope labeling mass spectrometry approach for absolute quantification of mucin macromolecules. Here, in detail, we describe this accurate and sensitive liquid chromatography and mass spectrometry (LC-MS) method applied for both MUC5AC and MUC5B quantification in diverse and complex biological samples.
{"title":"Quantitation of MUC5AC and MUC5B by Stable Isotope Labeling Mass Spectrometry.","authors":"Giorgia Radicioni, Mehmet Kesimer","doi":"10.1007/978-1-0716-3670-1_11","DOIUrl":"10.1007/978-1-0716-3670-1_11","url":null,"abstract":"<p><p>Mucins MUC5AC and MUC5B are large glycoproteins that play an essential role in the innate defense of epithelial surfaces and their quantitation in biological samples would be informative about the health status of the tissue/samples they are derived from. However, they are difficult to study and quantify with traditional methods such as ELISA and western blot, due to their size, heterogeneity, and high degree of glycosylation. We successfully implemented a stable isotope labeling mass spectrometry approach for absolute quantification of mucin macromolecules. Here, in detail, we describe this accurate and sensitive liquid chromatography and mass spectrometry (LC-MS) method applied for both MUC5AC and MUC5B quantification in diverse and complex biological samples.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139723306","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
O-Linked glycans potentially play a functional role in cellular recognition events. Recent structural analyses suggest that O-glycosylation can be a specific signal for a lectin receptor which recognizes both the O-glycan and the adjacent polypeptide region. Further, certain antibodies specifically bind to the O-glycosylated peptide. There is growing interest in the mechanism by which O-glycans on proteins are specifically recognized by lectins and antibodies. The recognition system may be common to many O-glycosylated proteins; however, there is limited 3D structural information on the dual recognition of glycan and protein. This chapter describes a solution NMR analysis of the interaction between MUC1 O-glycopeptide and anti-MUC1 antibody MY.1E12.
O 型连接聚糖可能在细胞识别事件中发挥功能性作用。最近的结构分析表明,O-糖基化可以成为凝集素受体的特异信号,这种受体既能识别 O-糖,也能识别邻近的多肽区。此外,某些抗体会特异性地与 O 型糖基化肽结合。人们对凝集素和抗体特异性识别蛋白质上的 O 型糖的机制越来越感兴趣。这种识别系统可能是许多 O 型糖基化蛋白质所共有的;然而,关于糖基和蛋白质双重识别的三维结构信息却很有限。本章介绍了 MUC1 O 型糖肽与抗 MUC1 抗体 MY.1E12 之间相互作用的溶液核磁共振分析。
{"title":"Solution NMR Analysis of O-Glycopeptide-Antibody Interaction.","authors":"Ryoka Kokubu, Shiho Ohno, Noriyoshi Manabe, Yoshiki Yamaguchi","doi":"10.1007/978-1-0716-3670-1_26","DOIUrl":"10.1007/978-1-0716-3670-1_26","url":null,"abstract":"<p><p>O-Linked glycans potentially play a functional role in cellular recognition events. Recent structural analyses suggest that O-glycosylation can be a specific signal for a lectin receptor which recognizes both the O-glycan and the adjacent polypeptide region. Further, certain antibodies specifically bind to the O-glycosylated peptide. There is growing interest in the mechanism by which O-glycans on proteins are specifically recognized by lectins and antibodies. The recognition system may be common to many O-glycosylated proteins; however, there is limited 3D structural information on the dual recognition of glycan and protein. This chapter describes a solution NMR analysis of the interaction between MUC1 O-glycopeptide and anti-MUC1 antibody MY.1E12.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139723309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-01DOI: 10.1007/978-1-0716-3658-9_25
Antoine Levrier, Steven Bowden, Bruce Nash, Ariel Lindner, Vincent Noireaux
Cell-free transcription-translation (TXTL) enables achieving an ever-growing number of applications, ranging from the rapid characterization of DNA parts to the production of biologics. As TXTL systems gain in versatility and efficacy, larger DNAs can be expressed in vitro extending the scope of cell-free biomanufacturing to new territories. The demonstration that complex entities such as infectious bacteriophages can be synthesized from their genomes in TXTL reactions opens new opportunities, especially for biomedical applications. Over the last century, phages have been instrumental in the discovery of many ground-breaking biotechnologies including CRISPR. The primary function of phages is to infect bacteria. In that capacity, phages are considered an alternative approach to tackling current societal problems such as the rise of antibiotic-resistant microbes. TXTL provides alternative means to produce phages and with several advantages over in vivo synthesis methods. In this chapter, we describe the basic procedures to purify phage genomes, cell-free synthesize phages, and quantitate them using an all-E. coli TXTL system.
无细胞转录-翻译(TXTL)可实现越来越多的应用,从 DNA 部件的快速表征到生物制剂的生产。随着 TXTL 系统的多功能性和有效性的提高,体外表达更大的 DNA 可以将无细胞生物制造的范围扩展到新的领域。在 TXTL 反应中,传染性噬菌体等复杂实体可以从其基因组中合成,这为生物医学应用带来了新的机遇。上个世纪,噬菌体在发现包括 CRISPR 在内的许多突破性生物技术方面发挥了重要作用。噬菌体的主要功能是感染细菌。因此,噬菌体被认为是解决当前社会问题(如抗生素耐药微生物的增加)的另一种方法。TXTL 提供了生产噬菌体的替代方法,与体内合成方法相比,TXTL 具有多项优势。在本章中,我们将介绍利用全大肠杆菌 TXTL 系统纯化噬菌体基因组、无细胞合成噬菌体和量化噬菌体的基本程序。
{"title":"Cell-Free Synthesis and Quantitation of Bacteriophages.","authors":"Antoine Levrier, Steven Bowden, Bruce Nash, Ariel Lindner, Vincent Noireaux","doi":"10.1007/978-1-0716-3658-9_25","DOIUrl":"10.1007/978-1-0716-3658-9_25","url":null,"abstract":"<p><p>Cell-free transcription-translation (TXTL) enables achieving an ever-growing number of applications, ranging from the rapid characterization of DNA parts to the production of biologics. As TXTL systems gain in versatility and efficacy, larger DNAs can be expressed in vitro extending the scope of cell-free biomanufacturing to new territories. The demonstration that complex entities such as infectious bacteriophages can be synthesized from their genomes in TXTL reactions opens new opportunities, especially for biomedical applications. Over the last century, phages have been instrumental in the discovery of many ground-breaking biotechnologies including CRISPR. The primary function of phages is to infect bacteria. In that capacity, phages are considered an alternative approach to tackling current societal problems such as the rise of antibiotic-resistant microbes. TXTL provides alternative means to produce phages and with several advantages over in vivo synthesis methods. In this chapter, we describe the basic procedures to purify phage genomes, cell-free synthesize phages, and quantitate them using an all-E. coli TXTL system.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140101915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-01DOI: 10.1007/978-1-0716-3658-9_1
Jacob D Bibik, Björn Hamberger
Terpenoids represent the most diverse class of natural products, with a broad spectrum of industrial relevance including applications in green solvents, flavors and fragrances, nutraceuticals, colorants, and therapeutics. They are typically challenging to extract from their natural sources, where they occur in small amounts and mixtures of related but unwanted byproducts. Formal chemical synthesis, where established, is reliant on petrochemistry. Hence, there is great interest in developing sustainable solutions to assemble biosynthetic pathways in engineered host organisms. Metabolic engineering for chemical production has largely focused on microbial hosts, yet plants offer a sustainable production platform. In addition to containing the precursor pathways that generate the terpenoid building blocks as well as the cell structures and compartments required, or tractable localization for the enzymes involved, plants may provide a low input system to produce these chemicals using carbon dioxide and sunlight only. There have been significant recent advancements in the discovery of pathways to terpenoids of interest as well as strategies to boost yields in host plants. While part of the phytochemical field is focusing on the discovery of biosynthetic pathways, this review will focus on advancements using the pathway toolbox and toward engineering plants for the production of terpenoids. We will highlight strategies currently used to produce target products, optimization of known pathways to improve yields, compartmentalization of pathways within cells, and genetic tools developed to facilitate complex engineering of biosynthetic pathways. These advancements in Synthetic Biology are bringing engineered plant systems closer to commercially relevant hosts for the bioproduction of terpenoids.
{"title":"Plant Engineering to Enable Platforms for Sustainable Bioproduction of Terpenoids.","authors":"Jacob D Bibik, Björn Hamberger","doi":"10.1007/978-1-0716-3658-9_1","DOIUrl":"10.1007/978-1-0716-3658-9_1","url":null,"abstract":"<p><p>Terpenoids represent the most diverse class of natural products, with a broad spectrum of industrial relevance including applications in green solvents, flavors and fragrances, nutraceuticals, colorants, and therapeutics. They are typically challenging to extract from their natural sources, where they occur in small amounts and mixtures of related but unwanted byproducts. Formal chemical synthesis, where established, is reliant on petrochemistry. Hence, there is great interest in developing sustainable solutions to assemble biosynthetic pathways in engineered host organisms. Metabolic engineering for chemical production has largely focused on microbial hosts, yet plants offer a sustainable production platform. In addition to containing the precursor pathways that generate the terpenoid building blocks as well as the cell structures and compartments required, or tractable localization for the enzymes involved, plants may provide a low input system to produce these chemicals using carbon dioxide and sunlight only. There have been significant recent advancements in the discovery of pathways to terpenoids of interest as well as strategies to boost yields in host plants. While part of the phytochemical field is focusing on the discovery of biosynthetic pathways, this review will focus on advancements using the pathway toolbox and toward engineering plants for the production of terpenoids. We will highlight strategies currently used to produce target products, optimization of known pathways to improve yields, compartmentalization of pathways within cells, and genetic tools developed to facilitate complex engineering of biosynthetic pathways. These advancements in Synthetic Biology are bringing engineered plant systems closer to commercially relevant hosts for the bioproduction of terpenoids.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140101954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-01DOI: 10.1007/978-1-0716-3658-9_18
Huibao Feng, Yikang Zhou, Chong Zhang
Metabolite biosensors, through which the intracellular metabolite concentrations could be converted to changes in gene expression, are widely used in a variety of applications according to the different output signals. However, it remains challenging to fine-tune the dose-response relationships of biosensors to meet the needs of various scenarios. On the other hand, the short read length of next-generation sequencing (NGS) has greatly limited the design capability of sequence libraries. To address these issues, we describe a DNA trackable assembly method, coupled with fluorescence-activated cell sorting and NGS (Sort-Seq), to achieve the characterization of dose-response curves in a massively parallel manner. As a proof of the concept, we constructed a malonyl-CoA biosensor library containing 5184 combinations with six levels of transcription factor dosage, four different operator positions, and 216 possible upstream enhancer sequence (UAS) designs in Saccharomyces cerevisiae BY4700. By using Sort-Seq and machine learning approach, we obtained comprehensive dose-response relationships of the combinatorial sequence space. Therefore, our pipeline provides a platform for the design, tuning, and profiling of biosensor response curves and shows great potential to facilitate the rational design of genetic circuits.
{"title":"Encoding Genetic Circuits with DNA Barcodes Paves the Way for High-Throughput Profiling of Dose-Response Curves of Metabolite Biosensors.","authors":"Huibao Feng, Yikang Zhou, Chong Zhang","doi":"10.1007/978-1-0716-3658-9_18","DOIUrl":"10.1007/978-1-0716-3658-9_18","url":null,"abstract":"<p><p>Metabolite biosensors, through which the intracellular metabolite concentrations could be converted to changes in gene expression, are widely used in a variety of applications according to the different output signals. However, it remains challenging to fine-tune the dose-response relationships of biosensors to meet the needs of various scenarios. On the other hand, the short read length of next-generation sequencing (NGS) has greatly limited the design capability of sequence libraries. To address these issues, we describe a DNA trackable assembly method, coupled with fluorescence-activated cell sorting and NGS (Sort-Seq), to achieve the characterization of dose-response curves in a massively parallel manner. As a proof of the concept, we constructed a malonyl-CoA biosensor library containing 5184 combinations with six levels of transcription factor dosage, four different operator positions, and 216 possible upstream enhancer sequence (UAS) designs in Saccharomyces cerevisiae BY4700. By using Sort-Seq and machine learning approach, we obtained comprehensive dose-response relationships of the combinatorial sequence space. Therefore, our pipeline provides a platform for the design, tuning, and profiling of biosensor response curves and shows great potential to facilitate the rational design of genetic circuits.</p>","PeriodicalId":18490,"journal":{"name":"Methods in molecular biology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140101981","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}