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1.
Cell ; 185(19): 3551-3567.e39, 2022 09 15.
Article in English | MEDLINE | ID: mdl-36055250

ABSTRACT

Interactions between cells are indispensable for signaling and creating structure. The ability to direct precise cell-cell interactions would be powerful for engineering tissues, understanding signaling pathways, and directing immune cell targeting. In humans, intercellular interactions are mediated by cell adhesion molecules (CAMs). However, endogenous CAMs are natively expressed by many cells and tend to have cross-reactivity, making them unsuitable for programming specific interactions. Here, we showcase "helixCAM," a platform for engineering synthetic CAMs by presenting coiled-coil peptides on the cell surface. helixCAMs were able to create specific cell-cell interactions and direct patterned aggregate formation in bacteria and human cells. Based on coiled-coil interaction principles, we built a set of rationally designed helixCAM libraries, which led to the discovery of additional high-performance helixCAM pairs. We applied this helixCAM toolkit for various multicellular engineering applications, such as spherical layering, adherent cell targeting, and surface patterning.


Subject(s)
Bacteria , Peptides , Humans , Peptides/chemistry
2.
Microbiol Spectr ; 9(2): e0031321, 2021 10 31.
Article in English | MEDLINE | ID: mdl-34523989

ABSTRACT

The coronavirus disease 2019 (COVID-19) pandemic has brought about the unprecedented expansion of highly sensitive molecular diagnostics as a primary infection control strategy. At the same time, many laboratories have shifted focus to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) research and diagnostic development, leading to large-scale production of SARS-CoV-2 nucleic acids that can interfere with these tests. We have identified multiple instances, in independent laboratories, in which nucleic acids generated in research settings are suspected to have caused researchers to test positive for SARS-CoV-2 in surveillance testing. In some cases, the affected individuals did not work directly with these nucleic acids but were exposed via a contaminated surface or object. Though researchers have long been vigilant of DNA contaminants, the transfer of these contaminants to SARS-CoV-2 testing samples can result in anomalous test results. The impact of these incidents stretches into the public sphere, placing additional burdens on public health resources, placing affected researchers and their contacts in isolation and quarantine, removing them from the testing pool for 3 months, and carrying the potential to trigger shutdowns of classrooms and workplaces. We report our observations as a call for increased stewardship over nucleic acids with the potential to impact both the use and development of diagnostics. IMPORTANCE To meet the challenges imposed by the COVID-19 pandemic, research laboratories shifted their focus and clinical diagnostic laboratories developed and utilized new assays. Nucleic acid-based testing became widespread and, for the first time, was used as a prophylactic measure. We report 15 cases of researchers at two institutes testing positive for SARS-CoV-2 on routine surveillance tests, in the absence of any symptoms or transmission. These researchers were likely contaminated with nonhazardous nucleic acids generated in the laboratory in the course of developing new SARS-CoV-2 diagnostics. These contaminating nucleic acids were persistent and widespread throughout the laboratory. We report these findings as a cautionary tale to those working with nucleic acids used in diagnostic testing and as a call for careful stewardship of diagnostically relevant molecules. Our conclusions are especially relevant as at-home COVID-19 testing gains traction in the marketplace and these amplicons may impact on the general public.


Subject(s)
COVID-19 Nucleic Acid Testing/methods , COVID-19/diagnosis , DNA Contamination , DNA, Viral/genetics , SARS-CoV-2/genetics , False Positive Reactions , Humans , Molecular Diagnostic Techniques , RNA, Viral/genetics , SARS-CoV-2/isolation & purification
3.
Proc Natl Acad Sci U S A ; 118(18)2021 05 04.
Article in English | MEDLINE | ID: mdl-33906944

ABSTRACT

Creating and characterizing individual genetic variants remains limited in scale, compared to the tremendous variation both existing in nature and envisioned by genome engineers. Here we introduce retron library recombineering (RLR), a methodology for high-throughput functional screens that surpasses the scale and specificity of CRISPR-Cas methods. We use the targeted reverse-transcription activity of retrons to produce single-stranded DNA (ssDNA) in vivo, incorporating edits at >90% efficiency and enabling multiplexed applications. RLR simultaneously introduces many genomic variants, producing pooled and barcoded variant libraries addressable by targeted deep sequencing. We use RLR for pooled phenotyping of synthesized antibiotic resistance alleles, demonstrating quantitative measurement of relative growth rates. We also perform RLR using the sheared genomic DNA of an evolved bacterium, experimentally querying millions of sequences for causal variants, demonstrating that RLR is uniquely suited to utilize large pools of natural variation. Using ssDNA produced in vivo for pooled experiments presents avenues for exploring variation across the genome.


Subject(s)
CRISPR-Cas Systems/genetics , DNA, Single-Stranded/genetics , Drug Resistance, Microbial/genetics , Genetic Engineering , Genome, Bacterial/genetics , Alleles , DNA, Single-Stranded/biosynthesis , Escherichia coli/genetics , Gene Library , Genomics , High-Throughput Nucleotide Sequencing , High-Throughput Screening Assays , Saccharomyces cerevisiae/genetics , Synthetic Biology
5.
Nat Chem Biol ; 17(4): 394-402, 2021 04.
Article in English | MEDLINE | ID: mdl-33462496

ABSTRACT

Efficient genome editing methods are essential for biotechnology and fundamental research. Homologous recombination (HR) is the most versatile method of genome editing, but techniques that rely on host RecA-mediated pathways are inefficient and laborious. Phage-encoded single-stranded DNA annealing proteins (SSAPs) improve HR 1,000-fold above endogenous levels. However, they are not broadly functional. Using Escherichia coli, Lactococcus lactis, Mycobacterium smegmatis, Lactobacillus rhamnosus and Caulobacter crescentus, we investigated the limited portability of SSAPs. We find that these proteins specifically recognize the C-terminal tail of the host's single-stranded DNA-binding protein (SSB) and are portable between species only if compatibility with this host domain is maintained. Furthermore, we find that co-expressing SSAPs with SSBs can significantly improve genome editing efficiency, in some species enabling SSAP functionality even without host compatibility. Finally, we find that high-efficiency HR far surpasses the mutational capacity of commonly used random mutagenesis methods, generating exceptional phenotypes that are inaccessible through sequential nucleotide conversions.


Subject(s)
DNA-Binding Proteins/metabolism , Gene Editing/methods , Homologous Recombination/physiology , Amino Acid Sequence , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Bacteriophages/genetics , Bacteriophages/metabolism , Caulobacter crescentus/metabolism , DNA/chemistry , DNA/genetics , DNA Repair , DNA, Single-Stranded/metabolism , DNA-Binding Proteins/chemistry , Escherichia coli/metabolism , Homologous Recombination/genetics , Lactococcus/metabolism , Mycobacterium smegmatis/metabolism , Protein Domains/genetics
6.
Article in English | MEDLINE | ID: mdl-35540496

ABSTRACT

Recombination-mediated genetic engineering, also known as recombineering, is the genomic incorporation of homologous single-stranded or double-stranded DNA into bacterial genomes. Recombineering and its derivative methods have radically improved genome engineering capabilities, perhaps none more so than multiplex automated genome engineering (MAGE). MAGE is representative of a set of highly multiplexed single-stranded DNA-mediated technologies. First described in Escherichia coli, both MAGE and recombineering are being rapidly translated into diverse prokaryotes and even into eukaryotic cells. Together, this modern set of tools offers the promise of radically improving the scope and throughput of experimental biology by providing powerful new methods to ease the genetic manipulation of model and non-model organisms. In this Primer, we describe recombineering and MAGE, their optimal use, their diverse applications and methods for pairing them with other genetic editing tools. We then look forward to the future of genetic engineering.

7.
Proc Natl Acad Sci U S A ; 117(24): 13689-13698, 2020 06 16.
Article in English | MEDLINE | ID: mdl-32467157

ABSTRACT

Exploiting bacteriophage-derived homologous recombination processes has enabled precise, multiplex editing of microbial genomes and the construction of billions of customized genetic variants in a single day. The techniques that enable this, multiplex automated genome engineering (MAGE) and directed evolution with random genomic mutations (DIvERGE), are however, currently limited to a handful of microorganisms for which single-stranded DNA-annealing proteins (SSAPs) that promote efficient recombineering have been identified. Thus, to enable genome-scale engineering in new hosts, efficient SSAPs must first be found. Here we introduce a high-throughput method for SSAP discovery that we call "serial enrichment for efficient recombineering" (SEER). By performing SEER in Escherichia coli to screen hundreds of putative SSAPs, we identify highly active variants PapRecT and CspRecT. CspRecT increases the efficiency of single-locus editing to as high as 50% and improves multiplex editing by 5- to 10-fold in E. coli, while PapRecT enables efficient recombineering in Pseudomonas aeruginosa, a concerning human pathogen. CspRecT and PapRecT are also active in other, clinically and biotechnologically relevant enterobacteria. We envision that the deployment of SEER in new species will pave the way toward pooled interrogation of genotype-to-phenotype relationships in previously intractable bacteria.


Subject(s)
Bacterial Proteins/genetics , Escherichia coli/genetics , Pseudomonas aeruginosa/genetics , Recombination, Genetic , Genetic Engineering , Genome, Bacterial , Mutation
8.
Nucleic Acids Res ; 47(4): 1950-1963, 2019 02 28.
Article in English | MEDLINE | ID: mdl-30624736

ABSTRACT

Bacteriophage λ encodes a DNA recombination system that includes a 5'-3' exonuclease (λ Exo) and a single strand annealing protein (Redß). The two proteins form a complex that is thought to mediate loading of Redß directly onto the single-stranded 3'-overhang generated by λ Exo. Here, we present a 2.3 Å crystal structure of the λ Exo trimer bound to three copies of the Redß C-terminal domain (CTD). Mutation of residues at the hydrophobic core of the interface disrupts complex formation in vitro and impairs recombination in vivo. The Redß CTD forms a three-helix bundle with unexpected structural homology to phage λ Orf, a protein that binds to E. coli single-stranded DNA binding protein (SSB) to function as a recombination mediator. Based on this relationship, we found that Redß binds to full-length SSB, and to a peptide corresponding to its nine C-terminal residues, in an interaction that requires the CTD. These results suggest a dual role of the CTD, first in binding to λ Exo to facilitate loading of Redß directly onto the initial single-stranded DNA (ssDNA) at a 3'-overhang, and second in binding to SSB to facilitate annealing of the overhang to SSB-coated ssDNA at the replication fork.


Subject(s)
Bacteriophage lambda/enzymology , DNA-Binding Proteins/chemistry , Escherichia coli Proteins/chemistry , Exodeoxyribonucleases/chemistry , Viral Proteins/chemistry , Amino Acid Sequence/genetics , Crystallography, X-Ray , DNA-Binding Proteins/genetics , Escherichia coli Proteins/genetics , Exodeoxyribonucleases/genetics , Mutation/genetics , Protein Binding , Protein Domains , Recombination, Genetic , Viral Proteins/genetics
9.
Proc Natl Acad Sci U S A ; 115(48): E11294-E11301, 2018 11 27.
Article in English | MEDLINE | ID: mdl-30425172

ABSTRACT

Anthozoa-class red fluorescent proteins (RFPs) are frequently used as biological markers, with far-red (λem ∼ 600-700 nm) emitting variants sought for whole-animal imaging because biological tissues are more permeable to light in this range. A barrier to the use of naturally occurring RFP variants as molecular markers is that all are tetrameric, which is not ideal for cell biological applications. Efforts to engineer monomeric RFPs have typically produced dimmer and blue-shifted variants because the chromophore is sensitive to small structural perturbations. In fact, despite much effort, only four native RFPs have been successfully monomerized, leaving the majority of RFP biodiversity untapped in biomarker development. Here we report the generation of monomeric variants of HcRed and mCardinal, both far-red dimers, and describe a comprehensive methodology for the monomerization of red-shifted oligomeric RFPs. Among the resultant variants is mKelly1 (emission maximum, λem = 656 nm), which, along with the recently reported mGarnet2 [Matela G, et al. (2017) Chem Commun (Camb) 53:979-982], forms a class of bright, monomeric, far-red FPs.


Subject(s)
Anthozoa/metabolism , Luminescent Proteins/chemistry , Animals , Anthozoa/chemistry , Anthozoa/genetics , Color , Crystallography, X-Ray , Fluorescence , Luminescent Proteins/genetics , Luminescent Proteins/metabolism , Models, Molecular , Protein Engineering , Red Fluorescent Protein
10.
Proc Natl Acad Sci U S A ; 115(12): 3090-3095, 2018 03 20.
Article in English | MEDLINE | ID: mdl-29440500

ABSTRACT

Efforts are underway to construct several recoded genomes anticipated to exhibit multivirus resistance, enhanced nonstandard amino acid (nsAA) incorporation, and capability for synthetic biocontainment. Although our laboratory pioneered the first genomically recoded organism (Escherichia coli strain C321.∆A), its fitness is far lower than that of its nonrecoded ancestor, particularly in defined media. This fitness deficit severely limits its utility for nsAA-linked applications requiring defined media, such as live cell imaging, metabolic engineering, and industrial-scale protein production. Here, we report adaptive evolution of C321.∆A for more than 1,000 generations in independent replicate populations grown in glucose minimal media. Evolved recoded populations significantly exceeded the growth rates of both the ancestral C321.∆A and nonrecoded strains. We used next-generation sequencing to identify genes mutated in multiple independent populations, and we reconstructed individual alleles in ancestral strains via multiplex automatable genome engineering (MAGE) to quantify their effects on fitness. Several selective mutations occurred only in recoded evolved populations, some of which are associated with altering the translation apparatus in response to recoding, whereas others are not apparently associated with recoding, but instead correct for off-target mutations that occurred during initial genome engineering. This report demonstrates that laboratory evolution can be applied after engineering of recoded genomes to streamline fitness recovery compared with application of additional targeted engineering strategies that may introduce further unintended mutations. In doing so, we provide the most comprehensive insight to date into the physiology of the commonly used C321.∆A strain.


Subject(s)
Adaptation, Physiological/genetics , Biological Evolution , Escherichia coli Proteins/metabolism , Escherichia coli/genetics , Escherichia coli/physiology , Genetic Engineering , DNA, Bacterial , Escherichia coli Proteins/genetics , Gene Expression Regulation, Bacterial/physiology , Genome, Bacterial , Mutation
11.
Nature ; 525(7568): 230-3, 2015 Sep 10.
Article in English | MEDLINE | ID: mdl-26331548

ABSTRACT

Biomolecular self-assemblies are of great interest to nanotechnologists because of their functional versatility and their biocompatibility. Over the past decade, sophisticated single-component nanostructures composed exclusively of nucleic acids, peptides and proteins have been reported, and these nanostructures have been used in a wide range of applications, from drug delivery to molecular computing. Despite these successes, the development of hybrid co-assemblies of nucleic acids and proteins has remained elusive. Here we use computational protein design to create a protein-DNA co-assembling nanomaterial whose assembly is driven via non-covalent interactions. To achieve this, a homodimerization interface is engineered onto the Drosophila Engrailed homeodomain (ENH), allowing the dimerized protein complex to bind to two double-stranded DNA (dsDNA) molecules. By varying the arrangement of protein-binding sites on the dsDNA, an irregular bulk nanoparticle or a nanowire with single-molecule width can be spontaneously formed by mixing the protein and dsDNA building blocks. We characterize the protein-DNA nanowire using fluorescence microscopy, atomic force microscopy and X-ray crystallography, confirming that the nanowire is formed via the proposed mechanism. This work lays the foundation for the development of new classes of protein-DNA hybrid materials. Further applications can be explored by incorporating DNA origami, DNA aptamers and/or peptide epitopes into the protein-DNA framework presented here.


Subject(s)
Computer Simulation , DNA/chemistry , Drug Design , Nanowires/chemistry , Binding Sites , Crystallization , Crystallography, X-Ray , Drosophila Proteins , Homeodomain Proteins/chemistry , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Microscopy, Atomic Force , Microscopy, Fluorescence , Models, Molecular , Nanotechnology , Protein Multimerization , Transcription Factors/chemistry , Transcription Factors/genetics , Transcription Factors/metabolism
12.
PLoS One ; 10(6): e0130582, 2015.
Article in English | MEDLINE | ID: mdl-26075618

ABSTRACT

Computational design has been used with mixed success for the design of protein surfaces, with directed evolution heretofore providing better practical solutions than explicit design. Directed evolution, however, requires a tractable high-throughput screen because the random nature of mutation does not enrich for desired traits. Here we demonstrate the successful design of the ß-sheet surface of a red fluorescent protein (RFP), enabling control over its oligomerization. To isolate the problem of surface design, we created a hybrid RFP from DsRed and mCherry with a stabilized protein core that allows for monomerization without loss of fluorescence. We designed an explicit library for which 93 of 96 (97%) of the protein variants are soluble, stably fluorescent, and monomeric. RFPs are heavily used in biology, but are natively tetrameric, and creating RFP monomers has proven extremely difficult. We show that surface design and core engineering are separate problems in RFP development and that the next generation of RFP markers will depend on improved methods for core design.


Subject(s)
Fluorescent Dyes/chemistry , Luminescent Proteins/genetics , Protein Engineering/methods , Computational Biology , Fluorescence , Fluorescent Dyes/chemical synthesis , Gene Library , Luminescent Proteins/chemistry , Plasmids/genetics , Protein Conformation , Protein Multimerization/genetics , Protein Multimerization/physiology , Red Fluorescent Protein
13.
Proc Natl Acad Sci U S A ; 111(36): 13034-9, 2014 Sep 09.
Article in English | MEDLINE | ID: mdl-25157169

ABSTRACT

Microbial rhodopsins are a diverse group of photoactive transmembrane proteins found in all three domains of life. A member of this protein family, Archaerhodopsin-3 (Arch) of halobacterium Halorubrum sodomense, was recently shown to function as a fluorescent indicator of membrane potential when expressed in mammalian neurons. Arch fluorescence, however, is very dim and is not optimal for applications in live-cell imaging. We used directed evolution to identify mutations that dramatically improve the absolute brightness of Arch, as confirmed biochemically and with live-cell imaging (in Escherichia coli and human embryonic kidney 293 cells). In some fluorescent Arch variants, the pK(a) of the protonated Schiff-base linkage to retinal is near neutral pH, a useful feature for voltage-sensing applications. These bright Arch variants enable labeling of biological membranes in the far-red/infrared and exhibit the furthest red-shifted fluorescence emission thus far reported for a fluorescent protein (maximal excitation/emission at ∼ 620 nm/730 nm).


Subject(s)
Archaeal Proteins/metabolism , Directed Molecular Evolution , Binding Sites , Cell Survival , Escherichia coli/metabolism , Fluorescence , Green Fluorescent Proteins/metabolism , HEK293 Cells , Halorubrum/metabolism , Humans , Mutant Proteins/metabolism , Mutation , Structural Homology, Protein
14.
Protein Sci ; 23(8): 1148-53, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24888769

ABSTRACT

Engineering fluorescent proteins (FPs) to emit light at longer wavelengths is a significant focus in the development of the next generation of fluorescent biomarkers, as far-red light penetrates tissue with minimal absorption, allowing better imaging inside of biological hosts. Structure-guided design and directed evolution have led to the discovery of red FPs with significant bathochromic shifts to their emission. Here, we present the crystal structure of one of the most bathochromically shifted FPs reported to date, AQ143, a nine-point mutant of aeCP597, a chromoprotein from Actinia equina. The 2.19 Å resolution structure reveals several important chromophore interactions that contribute to the protein's far-red emission and shows dual occupancy of the green and red chromophores.


Subject(s)
Luminescent Proteins/chemistry , Animals , Crystallography, X-Ray , Luminescent Proteins/genetics , Luminescent Proteins/isolation & purification , Models, Molecular , Point Mutation , Protein Conformation , Protein Engineering , Sea Anemones , Red Fluorescent Protein
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