Evidence map›Paper›PMID 39968778›Full record

ArticleMolecular ecology2025

Selection Over Small and Large Spatial Scales in the Face of High Gene Flow.

Camille Rumberger, Madison Armstrong, Martin Kim, Raquel Ponce, Josue Melendez, Melissa DeBiasse, Serena Caplins, Rachael Bay

Abstract read
In one paragraph

Article in Molecular ecology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

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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

8 authors.

Camille RumbergerNortheastern University, Boston, Massachusetts, USA.
Madison ArmstrongUniversity of California, Davis, California, USA.ORCID 0000-0001-8011-9279
Martin KimUniversity of California, Davis, California, USA.
Raquel PonceUniversity of California, Berkeley, California, USA.
Josue MelendezCalifornia State University, Los Angeles, California, USA.
Melissa DeBiasseRadford University, Radford, Virginia, USA.
Serena CaplinsNortheastern University, Boston, Massachusetts, USA.
Rachael BayUniversity of California, Davis, California, USA.

Funding

Pacific Biosciences PacBio RS Single Molecule Real Time SequencerS10OD018174 · OD · UNIVERSITY OF CALIFORNIA BERKELEY · PI ROKHSAR, DANIEL SOLEYMAN · 2014 to 2014
$600k
NIH HHS S10 OD018174State of California, State Budget Act of 2019 UC Award ID RSI-19-690224
6 · The paper itself

Abstract

Local adaptation represents the balance of selection and gene flow. Increasingly, studies find that adaptation can occur on spatial scales much smaller than the scale of dispersal, resulting in balanced polymorphisms within populations. However, microgeographic adaptation might be facilitated or hindered by large-scale environmental heterogeneity, such as across latitude. Marine systems present a special case, as many marine species have high dispersal capacity so that dispersal 'neighbourhoods' may encompass environmental heterogeneity over both small and large spatial scales. Here, we leverage fine-scale sampling across the California range of the Pacific purple sea urchin (Strongylocentrotus purpuratus), a species with previous evidence of both local adaptation and extremely high gene flow. We find that despite the complete absence of neutral population structure, satellite-based sea surface temperature and tidal zone are associated with subtle genetic differences among populations, suggesting that balanced polymorphisms can lead to adaptation across both large (latitudinal) and small (subtidal vs. intertidal) scales. In fact, some of the same genetic variants differentiate populations at both spatial scales, potentially because both environmental parameters are related to temperature. Further, we find that genes that are expressed at a single tissue or life history stage are more divergent than expected across both latitudinal and tidal zone comparisons, suggesting that these genes have specific functions that might generate phenotypic variation important for local adaptation. Together, these results suggest that even in species with little population structure, genetic variation can be sorted across varying spatial scales, potentially resulting in local adaptation across complex environmental mosaics.

Indexed as

Adaptation, PhysiologicalGene FlowGenetics, PopulationSelection, GeneticStrongylocentrotus purpuratusAnimalsCaliforniaTemperatureenvironmental heterogeneitygene flowgenomicsselectionStrongylocentrotus purpuratus

Identifiers

PMID39968778
PMCPMC11874683

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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.