Cited by 26Evolution and Genetic DynamicsGenomics and Phylogenetic StudiesMicrobial Community Ecology and Physiology

Structure-informed microbial population genetics elucidate selective pressures that shape protein evolution

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Kiefl, Evan, Esen, Ozcan C., Miller, Samuel E., Kroll, Kourtney L., Willis, Amy D., Rappé, Michael S., Pan, Tao, Eren, A. Murat·2023·Science Advances

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Abstract

Comprehensive sampling of natural genetic diversity with metagenomics enables highly resolved insights into the interplay between ecology and evolution. However, resolving adaptive, neutral, or purifying processes of evolution from intrapopulation genomic variation remains a challenge, partly due to the sole reliance on gene sequences to interpret variants. Here, we describe an approach to analyze genetic variation in the context of predicted protein structures and apply it to a marine microbial population within the SAR11 subclade 1a.3.V, which dominates low-latitude surface oceans. Our analyses reveal a tight association between genetic variation and protein structure. In a central gene in nitrogen metabolism, we observe decreased occurrence of nonsynonymous variants from ligand-binding sites as a function of nitrate concentrations, revealing genetic targets of distinct evolutionary pressures maintained by nutrient availability. Our work yields insights into the governing principles of evolution and enables structure-aware investigations of microbial population genetics.

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Authors
Kiefl, E., Esen, O. C., Miller, S. E., Kroll, K. L., Willis, A. D., Rappé, M. S., Pan, T., & Eren, A. M.
Affiliations
  • University of Chicago (US)
  • Department of Medicine, University of Chicago, Chicago, IL 60637, USA.
  • Marine Biological Laboratory (US)
  • University of Washington (US)
  • University of Hawaiʻi at Mānoa (US)
  • Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung (DE)
Corresponding author
  • Kiefl, Evan
  • Eren, A. Murat
Venue
Science Advances
Published
2023-02-24
Volume
9
Issue
8
Pages
eabq4632-eabq4632
ISSN
2375-2548 (ISSN-L)
OpenAlex
W4321480991
Cited by
26
References
5
Citations by year
2026: 9 · 2025: 7 · 2024: 4 · 2023: 6
FWCI
4.31
Type
journal article
Language
en
Open access
Licence
cc-by-nc
Locations
  • Science Advances (publishedVersion, cc-by-nc)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
  • PubMed Central (publishedVersion, cc-by-nc)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by-nc)
  • PubMed (publishedVersion)
  • Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut) (submittedVersion, other-oa)
  • Knowledge@UChicago (University of Chicago) (submittedVersion, cc-by-nc-nd)
  • Open Access Server of the Woods Hole Scientific Community (Woods Hole Scientific Community) (submittedVersion, cc-by-nc)
  • University of Chicago
Funders
  • Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung
  • Alfred P. Sloan Foundation
  • Simons Foundation
  • University of Chicago
  • Natural Sciences and Engineering Research Council of Canada
  • National Institute of General Medical Sciences (R35GM133420)
  • Division of Ocean Sciences
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Phylogenetic Studies
  • Physical Sciences › Environmental Science › Ecology › Microbial Community Ecology and Physiology
Keywords
marine bacteria, population genetics, protein structure, purifying selection, non-synonymous mutations, ligand binding sites, nitrogen metabolism, nitrate content, adaptive evolution, metagenomics
MeSH terms
Base Sequence, Ecology, Genetics, Population, Oceans and Seas, Organic Chemicals, Genetic Variation, Evolution, Molecular

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