Evidence map›Paper›PMID 33885815›Full record

ArticleGenome biology and evolution2021

Genetic Context Significantly Influences the Maintenance and Evolution of Degenerate Pathways.

Eric L Bruger, Lon M Chubiz, José I Rojas Echenique, Caleb J Renshaw, Nora Victoria Espericueta, Jeremy A Draghi, Christopher J Marx

Open access · goldAbstract read
In one paragraph

Article in Genome biology and evolution, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.2field-weighted citation impact, top 41% 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

2 citing papers in PubMed, 1 citations in OpenAlex.

  1. Adaptation ofbioRxiv : the preprint server for biology · 2026
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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

7 authors at 3 institutions in 2 countries.

Eric L BrugerDepartment of Biological Sciences, University of Idaho, Moscow, Idaho, USA.ORCID 0000-0002-6369-4180
Lon M ChubizDepartment of Organismic and Evolutionary Biology, Harvard University, Cambridge, Massachusetts, USA.
José I Rojas EcheniqueDepartment of Organismic and Evolutionary Biology, Harvard University, Cambridge, Massachusetts, USA.
Caleb J RenshawDepartment of Biological Sciences, University of Idaho, Moscow, Idaho, USA.
Nora Victoria EspericuetaDepartment of Biological Sciences, University of Idaho, Moscow, Idaho, USA.
Jeremy A DraghiDepartment of Biological Sciences, Virginia Institute of Technology, Blacksburg, Virginia, USA.
Christopher J MarxDepartment of Biological Sciences, University of Idaho, Moscow, Idaho, USA.
Harvard University · USUniversity of Idaho · USVirginia Tech · US

Funding

Systems-level physiological basis of selection and epistasis in adaptationR01GM078209 · NIGMS · HARVARD UNIVERSITY · PI MARX, CHRISTOPHER J · 2007 to 2011
$1.7M
NIGMS NIH HHS R01 GM078209
6 · The paper itself

Abstract

Understanding the evolution of novel physiological traits is highly relevant for expanding the characterization and manipulation of biological systems. Acquisition of new traits can be achieved through horizontal gene transfer (HGT). Here, we investigate drivers that promote or deter the maintenance of HGT-driven degeneracy, occurring when processes accomplish identical functions through nonidentical components. Subsequent evolution can optimize newly acquired functions; for example, beneficial alleles identified in an engineered Methylorubrum extorquens strain allowed it to utilize a "Foreign" formaldehyde oxidation pathway substituted for its Native pathway for methylotrophic growth. We examined the fitness consequences of interactions between these alleles when they were combined with the Native pathway or both (Dual) pathways. Unlike the Foreign pathway context where they evolved, these alleles were often neutral or deleterious when moved into these alternative genetic backgrounds. However, there were instances where combinations of multiple alleles resulted in higher fitness outcomes than individual allelic substitutions could provide. Importantly, the genetic context accompanying these allelic substitutions significantly altered the fitness landscape, shifting local fitness peaks and restricting the set of accessible evolutionary trajectories. These findings highlight how genetic context can negatively impact the probability of maintaining native and HGT-introduced functions together, making it difficult for degeneracy to evolve. However, in cases where the cost of maintaining degeneracy was mitigated by adding evolved alleles impacting the function of these pathways, we observed rare opportunities for pathway coevolution to occur. Together, our results highlight the importance of genetic context and resulting epistasis in retaining or losing HGT-acquired degenerate functions.

Indexed as

Evolution, MolecularGene Transfer, HorizontalEpistasis, GeneticGlutathioneMetabolic Networks and PathwaysMethylobacteriaceaePlasmidsGlutathionedegeneracyepistasisgenomic backgroundHGTmethylotrophy

Identifiers

PMID33885815
PMCPMC8214414
OpenAlexW3155130822

What OpenQuestion holds

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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.