Evidence map›Paper›PMID 41925020›Full record

ArticleGenome biology and evolution2026

Genetic Footprints of Seasonal Fluctuating Selection: A Comparison With Established Selection Forms.

Olivia L Johnson, Raymond Tobler, Joshua M Schmidt, Christian D Huber

Abstract readComparative Study
In one paragraph

Article in Genome biology and evolution, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

4 authors.

Olivia L JohnsonDepartment of Biology, Pennsylvania State University, University Park, PA, USA.ORCID 0000-0001-8029-2397
Raymond ToblerEvolution of Cultural Diversity Initiative, The Australian National University, Canberra, Australia.ORCID 0000-0002-4603-1473
Joshua M SchmidtDepartment of Ophthalmology, College of Medicine and Public Health, Flinders University, Adelaide, Australia.ORCID 0000-0002-5862-7389
Christian D HuberDepartment of Biology, Pennsylvania State University, University Park, PA, USA.ORCID 0000-0002-2267-2604

Funding

The role of admixture in human evolutionR35GM146886 · NIGMS · PENNSYLVANIA STATE UNIVERSITY, THE · PI Christian Huber · 2022 to 2026
$2.0M
Australian Research Council's DECRA Fellowship DE190101069Australian Research Council's Discovery Project DP190103606NIGMS NIH HHS R35 GM146886NIH HHS R35GM146886University of AdelaideWestpac Future Leaders Scholarship and an Australian Government Research Training Program Scholarship
6 · The paper itself

Abstract

Fluctuating selection is frequently studied in natural populations by observing allele frequency trajectories over evolutionarily brief timeframes or through theoretical analyses of frequency dynamics. However, little is known of its effect on linked neutral diversity. Here, we simulate seasonally fluctuating selection at a single locus and characterize its genomic footprint using diversity, site-frequency spectrum (SFS), and haplotype-based statistics. We find that adaptively fluctuating loci exhibit distinct signals that depend on when in the seasonal cycle the population was sampled and whether sampling occurs early or late relative to the onset of the cyclic selection pressure. Compared with other modes of selection acting on a single locus, adaptively fluctuating loci show genomic signatures that are not shared by hard and soft selective sweeps but overlap considerably with heterozygote advantage. Leveraging linear discriminant analysis, we identify a combination of summary statistics that most effectively distinguish fluctuating selection from heterozygote advantage. Our findings shed light on the characteristic genomic signatures of fluctuating selection and imply that in-depth analyses of the long-term dynamics of adaptively fluctuating loci is achievable from sequence data collected from one or two time points across a selection cycle.

Indexed as

Models, GeneticSeasonsSelection, GeneticAnimalsGene FrequencyGenetics, PopulationGenetic VariationHaplotypesHeterozygotebalancing selectionfluctuating selectiongenomic signaturespopulation genetic simulationpositive selection

Identifiers

PMID41925020
PMCPMC13092345

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.