Evidence map›Paper›PMID 34718794›Full record

ArticlePlant physiology2022

Using continuous directed evolution to improve enzymes for plant applications.

Jorge D García-García, Kristen Van Gelder, Jaya Joshi, Ulschan Bathe, Bryan J Leong, Steven D Bruner, Chang C Liu, Andrew D Hanson

Open access · hybridAbstract read
In one paragraph

Article in Plant physiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
2.5field-weighted citation impact, top 9% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

21 citing papers in PubMed, 53 citations in OpenAlex.

  1. Article
  2. Review
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  4. De novo biosynthesis of Asperosaponin VI inSynthetic and systems biotechnology · 2025
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  5. Horticulture research · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 2 institutions in 2 countries.

Jorge D García-GarcíaHorticultural Sciences Department, University of Florida, Gainesville, Florida 32611.
Kristen Van GelderHorticultural Sciences Department, University of Florida, Gainesville, Florida 32611.ORCID 0000-0001-8745-802X
Jaya JoshiHorticultural Sciences Department, University of Florida, Gainesville, Florida 32611.ORCID 0000-0001-7217-7647
Ulschan BatheHorticultural Sciences Department, University of Florida, Gainesville, Florida 32611.ORCID 0000-0002-0454-502X
Bryan J LeongHorticultural Sciences Department, University of Florida, Gainesville, Florida 32611.ORCID 0000-0003-4042-1160
Steven D BrunerChemistry Department, University of Florida, Gainesville, Florida 32611.
Chang C LiuDepartment of Biomedical Engineering, University of California, Irvine, California 92617.
Andrew D HansonHorticultural Sciences Department, University of Florida, Gainesville, Florida 32611.ORCID 0000-0003-2585-9340
University of Florida · USUniversity of California, Irvine · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Continuous directed evolution of enzymes and other proteins in microbial hosts is capable of outperforming classical directed evolution by executing hypermutation and selection concurrently in vivo, at scale, with minimal manual input. Provided that a target enzyme's activity can be coupled to growth of the host cells, the activity can be improved simply by selecting for growth. Like all directed evolution, the continuous version requires no prior mechanistic knowledge of the target. Continuous directed evolution is thus a powerful way to modify plant or non-plant enzymes for use in plant metabolic research and engineering. Here, we first describe the basic features of the yeast (Saccharomyces cerevisiae) OrthoRep system for continuous directed evolution and compare it briefly with other systems. We then give a step-by-step account of three ways in which OrthoRep can be deployed to evolve primary metabolic enzymes, using a THI4 thiazole synthase as an example and illustrating the mutational outcomes obtained. We close by outlining applications of OrthoRep that serve growing demands (i) to change the characteristics of plant enzymes destined for return to plants, and (ii) to adapt ("plantize") enzymes from prokaryotes-especially exotic prokaryotes-to function well in mild, plant-like conditions.

Indexed as

Directed Molecular EvolutionEnzymesPlant BreedingPlant ProteinsSaccharomyces cerevisiaeEnzymesPlant Proteins

Identifiers

PMID34718794
PMCPMC8825276
OpenAlexW3208914146

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.