Fine-Scale Haplotype Structure Reveals Strong Signatures of Positive Selection in a Recombining Bacterial Pathogen

Author:

Arnold Brian12,Sohail Mashaal34,Wadsworth Crista5,Corander Jukka67,Hanage William P2,Sunyaev Shamil34,Grad Yonatan H58

Affiliation:

1. Division of Informatics, Faculty of Arts and Sciences, Harvard University, Cambridge, MA

2. Center for Communicable Disease Dynamics, Harvard T. H. Chan School of Public Health, Boston, MA

3. Division of Genetics, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA

4. Department of Biomedical Informatics, Harvard Medical School, Boston, MA

5. Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, MA

6. Department of Biostatistics, University of Oslo, Oslo, Norway

7. Department of Computer Science, Helsinki Institute for Information Technology HIIT, University of Helsinki, Helsinki, Finland

8. Division of Infectious Diseases, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA

Abstract

AbstractIdentifying genetic variation in bacteria that has been shaped by ecological differences remains an important challenge. For recombining bacteria, the sign and strength of linkage provide a unique lens into ongoing selection. We show that derived alleles <300 bp apart in Neisseria gonorrhoeae exhibit more coupling linkage than repulsion linkage, a pattern that cannot be explained by limited recombination or neutrality as these couplings are significantly stronger for nonsynonymous alleles than synonymous alleles. This general pattern is driven by a small fraction of highly diverse genes, many of which exhibit evidence of interspecies horizontal gene transfer and an excess of intermediate frequency alleles. Extensive simulations show that two distinct forms of positive selection can create these patterns of genetic variation: directional selection on horizontally transferred alleles or balancing selection that maintains distinct haplotypes in the presence of recombination. Our results establish a framework for identifying patterns of selection in fine-scale haplotype structure that indicate specific ecological processes in species that recombine with distantly related lineages or possess coexisting adaptive haplotypes.

Funder

Richard and Susan Smith Family Foundation

National Institutes of Health

ERC

FAS Division of Science, Research Computing Group at Harvard University

Publisher

Oxford University Press (OUP)

Subject

Genetics,Molecular Biology,Ecology, Evolution, Behavior and Systematics

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