Biology subjects

Crawford, K. D.

Publications and source records attributed to Crawford, K. D..

3 recordsLinked to original sources

bioRxiv2024

High Throughput Variant Libraries and Machine Learning Yield Design Rules for Retron Gene Editors

The bacterial retron reverse transcriptase system has served as an intracellular factory for single-stranded DNA in many biotechnological applications. In these technologies, a natural retron non-coding RNA (ncRNA) is modified to encode a template for the production of custom DNA sequences by reverse transcription. The efficiency of reverse transcription is a major limiting step for retron technologies, but we lack systematic knowledge of how to improve or maintain reverse transcription efficiency while changing the retron sequence for custom DNA production. Here, we test thousands of different modifications to the retron-Eco1 ncRNA and measure DNA production in pooled variant library experiments, identifying regions of the ncRNA that are tolerant and intolerant to modification. We apply this new information to a specific application: the use of the retron to produce a precise genome editing donor in combination with a CRISPR-Cas9 RNA-guided nuclease (an editron). We use high-throughput libraries in S. cerevisiae to additionally define design rules for editrons. We extend our new knowledge of retron DNA production and editron design rules to human genome editing to achieve the highest efficiency retron-Eco1 editrons to date.

bioengineering↗

bioRxiv2023

Continuous Multiplexed Phage Genome Editing Using Recombitrons

Bacteriophages, which naturally shape bacterial communities, can be co-opted as a biological technology to help eliminate pathogenic bacteria from our bodies and food supply1. Phage genome editing is a critical tool to engineer more effective phage technologies. However, editing phage genomes has traditionally been a low efficiency process that requires laborious screening, counter selection, or in vitro construction of modified genomes2. These requirements impose limitations on the type and throughput of phage modifications, which in turn limit our knowledge and potential for innovation. Here, we present a scalable approach for engineering phage genomes using recombitrons: modified bacterial retrons3 that generate recombineering donor DNA paired with single stranded binding and annealing proteins to integrate those donors into phage genomes. This system can efficiently create genome modifications in multiple phages without the need for counterselection. Moreover, the process is continuous, with edits accumulating in the phage genome the longer the phage is cultured with the host, and multiplexable, with different editing hosts contributing distinct mutations along the genome of a phage in a mixed culture. In lambda phage, as an example, recombitrons yield single-base substitutions at up to 99% efficiency and up to 5 distinct mutations installed on a single phage genome, all without counterselection and only a few hours of hands-on time.

bioengineering↗

bioRxiv2021

Improved architectures for flexible DNA production using retrons across kingdoms of life

Exogenous DNA is a critical molecular tool for biology. This is particularly true for gene editing, where exogenous DNA can be used as a template to introduce precise changes to the sequence of a cells genome. This DNA is typically synthesized or assembled in vitro and then delivered to target cells. However, delivery can be inefficient, and low abundance of template DNA may be one reason that precise editing typically occurs at a low rate. It has recently been shown that producing DNA inside cells can using reverse transcriptases can increase the efficiency of genome editing. One tool to produce that DNA is a retron, a bacterial retroelement that has an endogenous role in phage defense. However, little effort has been directed at optimizing the retron for production of designed sequences when used as a component of biotechnology. Here, we identify modifications to the retron non-coding RNA that result in more abundant reverse transcribed DNA. We also test architectures of the retron operon that enable efficient reverse transcription across kingdoms of life from bacteria, to yeast, to cultured human cells. We find that gains in DNA production using modified retrons are portable from prokaryotic to eukaryotic cells. Finally, we demonstrate that increased production of RT-DNA results in more efficient genome editing in both prokaryotic and eukaryotic cells. These experiments provide a general framework for production of DNA using a retron for biotechnological applications.

synthetic biology↗