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Hernandez SI, Peccoud SJ, Berezin CT, Peccoud J. Self-documenting plasmids. Trends Biotechnol 2025:S0167-7799(25)00095-2. [PMID: 40340197 DOI: 10.1016/j.tibtech.2025.03.010] [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: 12/31/2024] [Revised: 03/10/2025] [Accepted: 03/11/2025] [Indexed: 05/10/2025]
Abstract
Plasmids are the workhorse of biotechnology. These small DNA molecules are used to produce recombinant proteins and to engineer living organisms. They can be regarded as the blueprints of many biotechnology products. Therefore, it is critical to ensure that the sequences of these DNA molecules match their intended designs. Yet, plasmid verification remains challenging. To secure the exchange of plasmids in research and development workflows, we have developed self-documenting plasmids that encode information about themselves in their own DNA molecules. Users of self-documenting plasmids can retrieve critical information about the plasmid without prior knowledge of the plasmid identity. The insertion of documentation in the plasmid sequence does not preclude their propagation in bacteria or functional fluorescent protein expression in mammalian cells. This technology simplifies plasmid verification, hardens supply chains, and has the potential to transform the protection of intellectual property (IP) in the life sciences.
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Affiliation(s)
- Sarah I Hernandez
- Department of Chemical and Biological Engineering, Colorado State University, Fort Collins, CO, USA
| | - Samuel J Peccoud
- GenoFAB, Fort Collins, CO, USA; Department of Electrical Engineering, Colorado State University, Fort Collins, CO, USA
| | - Casey-Tyler Berezin
- Department of Chemical and Biological Engineering, Colorado State University, Fort Collins, CO, USA
| | - Jean Peccoud
- Department of Chemical and Biological Engineering, Colorado State University, Fort Collins, CO, USA; GenoFAB, Fort Collins, CO, USA; Department of Computer Sciences, Colorado State University, Fort Collins, CO, USA; School of Biomedical Engineering, Colorado State University, Fort Collins, CO, USA; Department of Systems Engineering, Colorado State University, Fort Collins, CO, USA.
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Hernandez SI, Berezin CT, Miller KM, Peccoud SJ, Peccoud J. Sequencing Strategy to Ensure Accurate Plasmid Assembly. ACS Synth Biol 2024; 13:4099-4109. [PMID: 39508818 DOI: 10.1021/acssynbio.4c00539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2024]
Abstract
Despite the wide use of plasmids in research and clinical production, the need to verify plasmid sequences is a bottleneck that is too often underestimated in the manufacturing process. Although sequencing platforms continue to improve, the method and assembly pipeline chosen still influence the final plasmid assembly sequence. Furthermore, few dedicated tools exist for plasmid assembly, especially for de novo assembly. Here, we evaluated short-read, long-read, and hybrid (both short and long reads) de novo assembly pipelines across three replicates of a 24-plasmid library. Consistent with previous characterizations of each sequencing technology, short-read assemblies had issues resolving GC-rich regions, and long-read assemblies commonly had small insertions and deletions, especially in repetitive regions. The hybrid approach facilitated the most accurate, consistent assembly generation and identified mutations relative to the reference sequence. Although Sanger sequencing can be used to verify specific regions, some GC-rich and repetitive regions were difficult to resolve using any method, suggesting that easily sequenced genetic parts should be prioritized in the design of new genetic constructs.
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Affiliation(s)
- Sarah I Hernandez
- Department of Chemical and Biological Engineering, Colorado State University, Fort Collins, Colorado 80523, United States of America
| | - Casey-Tyler Berezin
- Department of Chemical and Biological Engineering, Colorado State University, Fort Collins, Colorado 80523, United States of America
| | - Katie M Miller
- Department of Chemical and Biological Engineering, Colorado State University, Fort Collins, Colorado 80523, United States of America
| | - Samuel J Peccoud
- Department of Chemical and Biological Engineering, Colorado State University, Fort Collins, Colorado 80523, United States of America
| | - Jean Peccoud
- Department of Chemical and Biological Engineering, Colorado State University, Fort Collins, Colorado 80523, United States of America
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de Lorenzo V. Environmental Galenics: large-scale fortification of extant microbiomes with engineered bioremediation agents. Philos Trans R Soc Lond B Biol Sci 2022; 377:20210395. [PMID: 35757882 PMCID: PMC9234819 DOI: 10.1098/rstb.2021.0395] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
Contemporary synthetic biology-based biotechnologies are generating tools and strategies for reprogramming genomes for specific purposes, including improvement and/or creation of microbial processes for tackling climate change. While such activities typically work well at a laboratory or bioreactor scale, the challenge of their extensive delivery to multiple spatio-temporal dimensions has hardly been tackled thus far. This state of affairs creates a research niche for what could be called Environmental Galenics (EG), i.e. the science and technology of releasing designed biological agents into deteriorated ecosystems for the sake of their safe and effective recovery. Such endeavour asks not just for an optimal performance of the biological activity at stake, but also the material form and formulation of the agents, their propagation and their interplay with the physico-chemical scenario where they are expected to perform. EG also encompasses adopting available physical carriers of microorganisms and channels of horizontal gene transfer as potential paths for spreading beneficial activities through environmental microbiomes. While some of these propositions may sound unsettling to anti-genetically modified organisms sensitivities, they may also fall under the tag of TINA (there is no alternative) technologies in the cases where a mere reduction of emissions will not help the revitalization of irreversibly lost ecosystems. This article is part of the theme issue ‘Ecological complexity and the biosphere: the next 30 years’.
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Affiliation(s)
- Víctor de Lorenzo
- Systems Biology Department, Centro Nacional de Biotecnología-CSIC, Campus de Cantoblanco, Madrid 28049, Spain
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Gallegos JE, Rogers MF, Cialek CA, Peccoud J. Rapid, robust plasmid verification by de novo assembly of short sequencing reads. Nucleic Acids Res 2020; 48:e106. [PMID: 32890398 PMCID: PMC7544192 DOI: 10.1093/nar/gkaa727] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 08/07/2020] [Accepted: 08/24/2020] [Indexed: 12/13/2022] Open
Abstract
Plasmids are a foundational tool for basic and applied research across all subfields of biology. Increasingly, researchers in synthetic biology are relying on and developing massive libraries of plasmids as vectors for directed evolution, combinatorial gene circuit tests, and for CRISPR multiplexing. Verification of plasmid sequences following synthesis is a crucial quality control step that creates a bottleneck in plasmid fabrication workflows. Crucially, researchers often elect to forego the cumbersome verification step, potentially leading to reproducibility and—depending on the application—security issues. In order to facilitate plasmid verification to improve the quality and reproducibility of life science research, we developed a fast, simple, and open source pipeline for assembly and verification of plasmid sequences from Illumina reads. We demonstrate that our pipeline, which relies on de novo assembly, can also be used to detect contaminating sequences in plasmid samples. In addition to presenting our pipeline, we discuss the role for verification and quality control in the increasingly complex life science workflows ushered in by synthetic biology.
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Affiliation(s)
- Jenna E Gallegos
- Department of Chemical & Biological Engineering, Colorado State University, USA
| | | | - Charlotte A Cialek
- GenoFAB, Inc.,Department of Biochemistry and Molecular Biology, Colorado State University, USA
| | - Jean Peccoud
- Department of Chemical & Biological Engineering, Colorado State University, USA.,GenoFAB, Inc
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Gallegos JE, Kar DM, Ray I, Ray I, Peccoud J. Securing the Exchange of Synthetic Genetic Constructs Using Digital Signatures. ACS Synth Biol 2020; 9:2656-2664. [PMID: 32916048 DOI: 10.1021/acssynbio.0c00401] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The field of synthetic biology relies on an ever-growing supply chain of synthetic genetic material. Technologies to secure the exchange of this material are still in their infancy. Solutions proposed thus far have focused on watermarks, a dated security approach that can be used to claim authorship, but is subject to counterfeit, and does not provide any information about the integrity of the genetic material itself. In this manuscript, we describe how data encryption and digital signature algorithms can be used to ensure the integrity and authenticity of synthetic genetic constructs. Using a pilot software that generates digital signatures and other encrypted data for plasmids, we demonstrate that we can predictably extract information about the author, the identity, the integrity of plasmid sequences, and even annotations from sequencing data alone without a reference sequence, all without compromising the function of the plasmids. Encoding a digital signature into a DNA molecule provides an avenue for genetic designers to claim authorship of DNA molecules. This technology could help compliance with material transfer agreements and other licensing agreements.
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Affiliation(s)
- Jenna E. Gallegos
- Colorado State University, Chemical and Biological Engineering, 1370 Campus Delivery, Fort Collins, Colorado 80523, United States
| | - Diptendu M. Kar
- Colorado State University, Computer Sciences, 1873 Campus Delivery, Fort Collins, Colorado 80523, United States
| | - Indrakshi Ray
- Colorado State University, Computer Sciences, 1873 Campus Delivery, Fort Collins, Colorado 80523, United States
| | - Indrajit Ray
- Colorado State University, Computer Sciences, 1873 Campus Delivery, Fort Collins, Colorado 80523, United States
| | - Jean Peccoud
- Colorado State University, Chemical and Biological Engineering, 1370 Campus Delivery, Fort Collins, Colorado 80523, United States
- GenoFAB, Inc., 2580 E. Harmony Road, Ste 201, Fort Collins, Colorado 80528, United States
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