Evidence map›Paper›PMID 42007690›Full record

ArticleGenome biology and evolution2026

Pleiotropy and Facilitation of Local Adaptation in the Silverleaf Sunflower Helianthus argophyllus.

Uzezi E Okinedo, Brook T Moyers

Abstract read
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. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Uzezi E OkinedoDepartment of Biology, University of Massachusetts Boston, Boston, MA, USA.ORCID 0000-0002-1685-1614
Brook T MoyersDepartment of Biology, University of Massachusetts Boston, Boston, MA, USA.ORCID 0000-0003-0340-9488

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Local adaptation drives changes in population phenotypes that confer survival or reproductive success in specific environments. Local adaptation may be hindered or facilitated by pleiotropy, which is the control of multiple traits by a single genetic locus. In this study, we characterized the role of pleiotropy in local adaptation in the Texas endemic silverleaf sunflower, Helianthus argophyllus. Populations of H. argophyllus exhibit a bimodal life history strategy, consisting of tall, late-flowering forms and short, early-flowering forms that occur in close geographic proximity. The expression of life-history traits in H. argophyllus populations is linked to local adaptation and controlled by a highly pleiotropic locus. Still, we do not know how local adaptation and pleiotropy interact at the transcriptomic level. Here, we identify putatively locally adapted genes using whole RNA sequencing data and two selection outlier approaches. We assess transcriptomic pleiotropy by evaluating whether allelic variants within genes regulate the expression of other genes (an eQTL approach) and by assessing gene co-expression network connectivity. Candidate locally adapted genes show a modest enrichment for eQTL, which control the expression of more eGenes than non-candidate eQTL. Candidate locally adapted genes also exhibit significantly higher connectivity in gene co-expression networks, greater genetic differentiation and genetic diversity, and stronger selective sweep signals than the rest of the transcriptome. Gene co-expression networks enriched for candidate locally adapted genes show higher genetic differentiation and stronger signatures of soft selective sweeps than unenriched networks. Our results support a model of ecotypic divergence under gene flow and align with recent revisions of Fisher's geometric theory, wherein large-effect pleiotropic loci can facilitate local adaptation while polygenic soft-sweeps across functional gene networks fine-tune adaptive responses.

Indexed as

Adaptation, PhysiologicalGenetic PleiotropyHelianthusGene Expression Regulation, PlantQuantitative Trait LociSelection, GeneticTranscriptomegene co-expression networkH. argophylluslocal adaptationpleiotropytrans-eQTL

Identifiers

PMID42007690
PMCPMC13100902

What Socratic holds

Textmetadata
LicenceCC BY-NC
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 Socratic graph.