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Chen A, Zhang XD, Đelmaš AĐ, Weitz DA, Milcic K. Systems and Methods for Continuous Evolution of Enzymes. Chemistry 2024; 30:e202400880. [PMID: 38780896 DOI: 10.1002/chem.202400880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 05/21/2024] [Accepted: 05/23/2024] [Indexed: 05/25/2024]
Abstract
Directed evolution generates novel biomolecules with desired functions by iteratively diversifying the genetic sequence of wildtype biomolecules, relaying the genetic information to the molecule with function, and selecting the variants that progresses towards the properties of interest. While traditional directed evolution consumes significant labor and time for each step, continuous evolution seeks to automate all steps so directed evolution can proceed with minimum human intervention and dramatically shortened time. A major application of continuous evolution is the generation of novel enzymes, which catalyze reactions under conditions that are not favorable to their wildtype counterparts, or on altered substrates. The challenge to continuously evolve enzymes lies in automating sufficient, unbiased gene diversification, providing selection for a wide array of reaction types, and linking the genetic information to the phenotypic function. Over years of development, continuous evolution has accumulated versatile strategies to address these challenges, enabling its use as a general tool for enzyme engineering. As the capability of continuous evolution continues to expand, its impact will increase across various industries. In this review, we summarize the working mechanisms of recently developed continuous evolution strategies, discuss examples of their applications focusing on enzyme evolution, and point out their limitations and future directions.
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Affiliation(s)
- Anqi Chen
- School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, 02138, USA E-mail: Dr David A. Weitz: E-mail: Dr. Karla Milcic
| | - Xinge Diana Zhang
- School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, 02138, USA E-mail: Dr David A. Weitz: E-mail: Dr. Karla Milcic
| | | | - David A Weitz
- School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, 02138, USA E-mail: Dr David A. Weitz: E-mail: Dr. Karla Milcic
- Wyss Institute for Biologically Inspired Engineering, Harvard University, 3 Blackfan Circle, Boston, MA, 02115, USA
- Department of Physics, Harvard University, Cambridge, MA, 02138, USA
| | - Karla Milcic
- School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, 02138, USA E-mail: Dr David A. Weitz: E-mail: Dr. Karla Milcic
- University of Belgrade-Faculty of Chemistry, Studentski trg 12-16, 11000, Belgrade, Serbia
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Pham Q, Glicksman J, Chatterjee A. Chemical approaches to probe and engineer AAV vectors. NANOSCALE 2024; 16:13820-13833. [PMID: 38978480 PMCID: PMC11271820 DOI: 10.1039/d4nr01300j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Accepted: 06/14/2024] [Indexed: 07/10/2024]
Abstract
Adeno-associated virus (AAV) has emerged as the most promising vector for in vivo human gene therapy, with several therapeutic approvals in the last few years and countless more under development. Underlying this remarkable success are several attractive features that AAV offers, including lack of pathogenicity, low immunogenicity, long-term gene expression without genomic integration, the ability to infect both dividing and non-dividing cells, etc. However, the commonly used wild-type AAV capsids in therapeutic development present significant challenges, including inadequate tissue specificity and the need for large doses to attain therapeutic effectiveness, raising safety concerns. Additionally, significant preexisting adaptive immunity against most natural capsids, and the development of such anti-capsid immunity after the first treatment, represent major challenges. Strategies to engineer the AAV capsid are critically needed to address these challenges and unlock the full promise of AAV gene therapy. Chemical modification of the AAV capsid has recently emerged as a powerful new approach to engineer its properties. Unlike genetic strategies, which can be more disruptive to the delicate capsid assembly and packaging processes, "late-stage" chemical modification of the assembled capsid-whether at natural amino acid residues or site-specifically installed noncanonical amino acid residues-often enables a versatile approach to introducing new properties to the capsid. This review summarizes the significant recent progress in AAV capsid engineering strategies, with a particular focus on chemical modifications in advancing the next generation of AAV-based gene therapies.
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Affiliation(s)
- Quan Pham
- Department of Chemistry, Boston College, 2609 Beacon Street, Chestnut Hill, MA 02467, USA.
| | - Jake Glicksman
- Department of Chemistry, Boston College, 2609 Beacon Street, Chestnut Hill, MA 02467, USA.
| | - Abhishek Chatterjee
- Department of Chemistry, Boston College, 2609 Beacon Street, Chestnut Hill, MA 02467, USA.
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Huang RL, Jewel D, Kelemen RE, Pham Q, Yared TJ, Wang S, Singha Roy SJ, Huang Z, Levinson SD, Sundaresh B, Miranda SE, van Opijnen T, Chatterjee A. Directed Evolution of a Bacterial Leucyl tRNA in Mammalian Cells for Enhanced Noncanonical Amino Acid Mutagenesis. ACS Synth Biol 2024; 13:2141-2149. [PMID: 38904157 DOI: 10.1021/acssynbio.4c00196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/22/2024]
Abstract
The Escherichia coli leucyl-tRNA synthetase (EcLeuRS)/tRNAEcLeu pair has been engineered to genetically encode a structurally diverse group of enabling noncanonical amino acids (ncAAs) in eukaryotes, including those with bioconjugation handles, environment-sensitive fluorophores, photocaged amino acids, and native post-translational modifications. However, the scope of this toolbox in mammalian cells is limited by the poor activity of tRNAEcLeu. Here, we overcome this limitation by evolving tRNAEcLeu directly in mammalian cells by using a virus-assisted selection scheme. This directed evolution platform was optimized for higher throughput such that the entire acceptor stem of tRNAEcLeu could be simultaneously engineered, which resulted in the identification of several variants with remarkably improved efficiency for incorporating a wide range of ncAAs. The advantage of the evolved leucyl tRNAs was demonstrated by expressing ncAA mutants in mammalian cells that were challenging to express before using the wild-type tRNAEcLeu, by creating viral vectors that facilitated ncAA mutagenesis at a significantly lower dose and by creating more efficient mammalian cell lines stably expressing the ncAA-incorporation machinery.
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Affiliation(s)
- Rachel L Huang
- Department of Chemistry, Boston College, Chestnut Hill, Massachusetts 02467, United States
| | - Delilah Jewel
- Department of Chemistry, Boston College, Chestnut Hill, Massachusetts 02467, United States
| | - Rachel E Kelemen
- Department of Chemistry, Boston College, Chestnut Hill, Massachusetts 02467, United States
| | - Quan Pham
- Department of Chemistry, Boston College, Chestnut Hill, Massachusetts 02467, United States
| | - Tarah J Yared
- Department of Chemistry, Boston College, Chestnut Hill, Massachusetts 02467, United States
| | - Shu Wang
- Department of Chemistry, Boston College, Chestnut Hill, Massachusetts 02467, United States
| | | | - Zeyi Huang
- Department of Chemistry, Boston College, Chestnut Hill, Massachusetts 02467, United States
| | - Samantha D Levinson
- Department of Chemistry, Boston College, Chestnut Hill, Massachusetts 02467, United States
| | - Bharathi Sundaresh
- Biology Department, Boston College, Chestnut Hill, Massachusetts 02467, United States
| | | | - Tim van Opijnen
- Biology Department, Boston College, Chestnut Hill, Massachusetts 02467, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
| | - Abhishek Chatterjee
- Department of Chemistry, Boston College, Chestnut Hill, Massachusetts 02467, United States
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Jewel D, Kelemen RE, Huang RL, Zhu Z, Sundaresh B, Malley K, Pham Q, Loynd C, Huang Z, van Opijnen T, Chatterjee A. Enhanced Directed Evolution in Mammalian Cells Yields a Hyperefficient Pyrrolysyl tRNA for Noncanonical Amino Acid Mutagenesis. Angew Chem Int Ed Engl 2024; 63:e202316428. [PMID: 38279536 PMCID: PMC10922736 DOI: 10.1002/anie.202316428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Indexed: 01/28/2024]
Abstract
Heterologous tRNAs used for noncanonical amino acid (ncAA) mutagenesis in mammalian cells typically show poor activity. We recently introduced a virus-assisted directed evolution strategy (VADER) that can enrich improved tRNA mutants from naïve libraries in mammalian cells. However, VADER was limited to processing only a few thousand mutants; the inability to screen a larger sequence space precluded the identification of highly active variants with distal synergistic mutations. Here, we report VADER2.0, which can process significantly larger mutant libraries. It also employs a novel library design, which maintains base-pairing between distant residues in the stem regions, allowing us to pack a higher density of functional mutants within a fixed sequence space. VADER2.0 enabled simultaneous engineering of the entire acceptor stem of M. mazei pyrrolysyl tRNA (tRNAPyl ), leading to a remarkably improved variant, which facilitates more efficient incorporation of a wider range of ncAAs, and enables facile development of viral vectors and stable cell-lines for ncAA mutagenesis.
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Affiliation(s)
- Delilah Jewel
- Department of Chemistry, Boston College, 2609 Beacon Street, Chestnut Hill, MA 02467, USA
| | - Rachel E Kelemen
- Department of Chemistry, Boston College, 2609 Beacon Street, Chestnut Hill, MA 02467, USA
| | - Rachel L Huang
- Department of Chemistry, Boston College, 2609 Beacon Street, Chestnut Hill, MA 02467, USA
| | - Zeyu Zhu
- Department of Biology, Boston College, Chestnut Hill, MA 02467, USA
| | | | - Kaitlin Malley
- Department of Chemistry, Boston College, 2609 Beacon Street, Chestnut Hill, MA 02467, USA
| | - Quan Pham
- Department of Chemistry, Boston College, 2609 Beacon Street, Chestnut Hill, MA 02467, USA
| | - Conor Loynd
- Department of Chemistry, Boston College, 2609 Beacon Street, Chestnut Hill, MA 02467, USA
| | - Zeyi Huang
- Department of Chemistry, Boston College, 2609 Beacon Street, Chestnut Hill, MA 02467, USA
| | - Tim van Opijnen
- Department of Biology, Boston College, Chestnut Hill, MA 02467, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Abhishek Chatterjee
- Department of Chemistry, Boston College, 2609 Beacon Street, Chestnut Hill, MA 02467, USA
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