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Yu H, Canoura J, Byrd C, Alkhamis O, Bacon A, Yan A, Sullenger BA, Xiao Y. Improving Aptamer Affinity and Determining Sequence-Activity Relationships via Motif-SELEX. J Am Chem Soc 2025; 147:9472-9486. [PMID: 40053911 DOI: 10.1021/jacs.4c17041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2025]
Abstract
The affinity of nucleic acid aptamers isolated in vitro via Systematic Evolution of Ligands by Exponential Enrichment (SELEX) is often limited because the entire potential sequence space cannot be screened. In this study, we introduce Motif-SELEX, a novel method that enables the optimization of existing underperforming aptamers by generating libraries that broadly represent both the sequence and length variations of the parent sequence. This approach enables the isolation of sequences with improved affinity without the biases and limitations of traditional mutagenesis methods like doped SELEX and error-prone PCR. As a demonstration, we applied Motif-SELEX to a DNA-based morphine aptamer and a 2' fluoro- and methoxy-RNA-based apixaban aptamer, discovering new, better-performing sequences with differing random domain lengths from their parents and up to 10-fold improvements in affinity. These new sequences would be inaccessible to traditional post-SELEX methods. Critically, our analysis of Motif-SELEX pools also enabled us to identify sequence and structural elements crucial for target binding and to predict secondary and tertiary structures for a given aptamer family─even when those structures involve noncanonical nucleotide interactions. We believe that Motif-SELEX offers an effective and generalizable solution for optimizing the structure and binding properties of functional nucleic acid molecules for diverse applications.
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Affiliation(s)
- Haixiang Yu
- Department of Surgery, Duke University Medical Center, 2 Genome Ct., Durham, North Carolina 27710, United States
| | - Juan Canoura
- Department of Chemistry, North Carolina State University, 2620 Yarbrough Dr., Raleigh, North Carolina 27695, United States
| | - Caleb Byrd
- Department of Chemistry, North Carolina State University, 2620 Yarbrough Dr., Raleigh, North Carolina 27695, United States
| | - Obtin Alkhamis
- Department of Chemistry, North Carolina State University, 2620 Yarbrough Dr., Raleigh, North Carolina 27695, United States
| | - Adara Bacon
- Department of Chemistry, North Carolina State University, 2620 Yarbrough Dr., Raleigh, North Carolina 27695, United States
| | - Amy Yan
- Department of Surgery, Duke University Medical Center, 2 Genome Ct., Durham, North Carolina 27710, United States
| | - Bruce A Sullenger
- Department of Surgery, Duke University Medical Center, 2 Genome Ct., Durham, North Carolina 27710, United States
| | - Yi Xiao
- Department of Chemistry, North Carolina State University, 2620 Yarbrough Dr., Raleigh, North Carolina 27695, United States
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Volek M, Kurfürst J, Kožíšek M, Srb P, Veverka V, Curtis E. Apollon: a deoxyribozyme that generates a yellow product. Nucleic Acids Res 2024; 52:9062-9075. [PMID: 38869058 PMCID: PMC11347176 DOI: 10.1093/nar/gkae490] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 05/22/2024] [Accepted: 05/28/2024] [Indexed: 06/14/2024] Open
Abstract
Colorimetric assays in which the color of a solution changes in the presence of an input provide a simple and inexpensive way to monitor experimental readouts. In this study we used in vitro selection to identify a self-phosphorylating kinase deoxyribozyme that produces a colorimetric signal by converting the colorless substrate pNPP into the yellow product pNP. The minimized catalytic core, sequence requirements, secondary structure, and buffer requirements of this deoxyribozyme, which we named Apollon, were characterized using a variety of techniques including reselection experiments, high-throughput sequencing, comparative analysis, biochemical activity assays, and NMR. A bimolecular version of Apollon catalyzed multiple turnover phosphorylation and amplified the colorimetric signal. Engineered versions of Apollon could detect oligonucleotides with specific sequences as well as several different types of nucleases in homogenous assays that can be performed in a single tube without the need for washes or purifications. We anticipate that Apollon will be particularly useful to reduce costs in high-throughput screens and for applications in which specialized equipment is not available.
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Affiliation(s)
- Martin Volek
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague 166 10, Czech Republic
- Department of Genetics and Microbiology, Faculty of Science, Charles University in Prague, Prague 128 44, Czech Republic
| | - Jaroslav Kurfürst
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague 166 10, Czech Republic
- Department of Informatics and Chemistry, University of Chemistry and Technology, Prague 166 28, Czech Republic
| | - Milan Kožíšek
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague 166 10, Czech Republic
| | - Pavel Srb
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague 166 10, Czech Republic
| | - Václav Veverka
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague 166 10, Czech Republic
- Department of Cell Biology, Faculty of Science, Charles University in Prague, Prague 128 44, Czech Republic
| | - Edward A Curtis
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague 166 10, Czech Republic
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Volek M, Kurfürst J, Drexler M, Svoboda M, Srb P, Veverka V, Curtis E. Aurora: a fluorescent deoxyribozyme for high-throughput screening. Nucleic Acids Res 2024; 52:9049-9061. [PMID: 38860424 PMCID: PMC11347150 DOI: 10.1093/nar/gkae467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 05/07/2024] [Accepted: 05/23/2024] [Indexed: 06/12/2024] Open
Abstract
Fluorescence facilitates the detection, visualization, and tracking of molecules with high sensitivity and specificity. A functional DNA molecule that generates a robust fluorescent signal would offer significant advantages for many applications compared to intrinsically fluorescent proteins, which are expensive and labor intensive to synthesize, and fluorescent RNA aptamers, which are unstable under most conditions. Here, we describe a novel deoxyriboyzme that rapidly and efficiently generates a stable fluorescent product using a readily available coumarin substrate. An engineered version can detect picomolar concentrations of ribonucleases in a simple homogenous assay, and was used to rapidly identify novel inhibitors of the SARS-CoV-2 ribonuclease Nsp15 in a high-throughput screen. Our work adds an important new component to the toolkit of functional DNA parts, and also demonstrates how catalytic DNA motifs can be used to solve real-world problems.
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Affiliation(s)
- Martin Volek
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague 166 10, Czech Republic
- Department of Genetics and Microbiology, Faculty of Science, Charles University in Prague, Prague 128 44, Czech Republic
| | - Jaroslav Kurfürst
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague 166 10, Czech Republic
- Department of Informatics and Chemistry, University of Chemistry and Technology, Prague 166 28, Czech Republic
| | - Matúš Drexler
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague 166 10, Czech Republic
| | - Michal Svoboda
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague 166 10, Czech Republic
| | - Pavel Srb
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague 166 10, Czech Republic
| | - Václav Veverka
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague 166 10, Czech Republic
- Department of Cell Biology, Faculty of Science, Charles University in Prague, Prague 128 44, Czech Republic
| | - Edward A Curtis
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Prague 166 10, Czech Republic
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Jakubec M, Pšenáková K, Svehlova K, Curtis EA. Optimizing the Chemiluminescence of a Light-Producing Deoxyribozyme. Chembiochem 2022; 23:e202200026. [PMID: 35286749 DOI: 10.1002/cbic.202200026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 03/14/2022] [Indexed: 01/05/2023]
Abstract
Supernova is a chemiluminescent deoxyribozyme recently discovered in our group. It transfers the phosphate group from the 1,2-dioxetane substrate CDP-Star to its 5' hydroxyl group, which triggers a decomposition reaction and the production of light. Here we investigated the effects of reaction conditions on the ability of Supernova to generate a chemiluminescent signal (using a plate reader assay) and to phosphorylate itself (using a ligation assay). Our experiments indicate that multiple zinc ions are required for catalytic function, suggesting links between Supernova and protein enzymes that catalyze similar reactions. They also show how factors such as pH, potassium concentration, CDP-Star concentration, and DNA concentration affect the reaction. By combining information from different experiments, the rate enhancement of light production was increased by more than 1000-fold. These results should be useful for applications in which Supernova is used as a sensor.
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Affiliation(s)
- Martin Jakubec
- Institute of Organic Chemistry and Biochemistry, 160 00, Prague, Czech Republic.,Faculty of Science, Charles University in Prague, 128 43, Prague, Czech Republic
| | - Karolína Pšenáková
- Institute of Organic Chemistry and Biochemistry, 160 00, Prague, Czech Republic.,Faculty of Science, Charles University in Prague, 128 43, Prague, Czech Republic
| | - Katerina Svehlova
- Institute of Organic Chemistry and Biochemistry, 160 00, Prague, Czech Republic.,Faculty of Science, Charles University in Prague, 128 43, Prague, Czech Republic
| | - Edward A Curtis
- Institute of Organic Chemistry and Biochemistry, 160 00, Prague, Czech Republic
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