Evidence map›Paper›PMID 40796908›Full record

ReviewBiotechnology for biofuels and bioproducts2025

Directed evolution of hydrocarbon-producing enzymes.

Jochem R Nielsen, Joseph Kennerley, Wei E Huang

Abstract readReview
In one paragraph

Review in Biotechnology for biofuels and bioproducts, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Jochem R NielsenDepartment of Engineering Science, University of Oxford, Oxford, OX1 3PJ, UK.
Joseph KennerleyDepartment of Engineering Science, University of Oxford, Oxford, OX1 3PJ, UK.
Wei E HuangDepartment of Engineering Science, University of Oxford, Oxford, OX1 3PJ, UK. wei.huang@eng.ox.ac.uk.

Funding

Biotechnology and Biological Sciences Research Council BB/M011224/1EPSRC EP/M002403/1
6 · The paper itself

Abstract

Enzymes capable of catalysing the production of hydrocarbons hold promise for sustainable fuel synthesis. However, the native activities of these enzymes are often insufficient for their exploitation in industrial bioprocesses. Enzyme engineering approaches including directed evolution (DE) can be used to improve the properties of enzymes to meet desirable standards for their industrial application. In this review, we summarise DE methods for engineering hydrocarbon-producing enzymes, including both screening- and selection procedures. The efficacy of DE depends on several factors, including sensitive and accurate detection of enzyme activity, the throughput of screening or selection steps, and the scale of diversity generation. Although DE is a well-established approach, its application in engineering hydrocarbon-producing enzymes has not been widely demonstrated. This can be attributed to the physiochemical properties of the target molecules, such as aliphatic hydrocarbons, which can be insoluble, gaseous, and chemically inert. Detection of these molecules in vivo presents several unique challenges, as does dynamically coupling their abundance to cell fitness. We conclude with a discussion on future directions and potential advancements in this field.

Indexed as

Directed evolutionDrop-in fuelEnzyme engineeringGrowth-couplingHydrocarbonsScreening and selection

Identifiers

PMID40796908
PMCPMC12344977

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.