Published February 22, 2023 | Version v1
Journal article Open

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

  • 1. University of Chicago
  • 2. University of Washington
  • 3. University of Hawaiʻi at Mānoa

Description

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.

Data availability

All code and data needed to evaluate the conclusions in the paper are present in the paper, in our reproducible bioinformatics workflow at https://merenlab.org/data/anvio-structure/, and/or the Supplementary Materials.

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Additional details

Identifiers

DOI
10.1126/sciadv.abq4632
Other
oai:uchicago.tind.io:9141

Funding

Natural Sciences and Engineering Research Council of Canada
National Institute of General Medical Sciences
R35 GM133420
Alfred Wegener Institute for Polar and Marine Research
Alfred P. Sloan Foundation
Fellowship in Ocean Sciences
Simons Foundation
#687269

UChicago Information

Division(s)
Biological Sciences Division
Department(s)
Biochemistry and Molecular Biology, Biophysical Sciences, Medicine
Center(s) or Institute(s)
Marine Biological Laboratory