Evidence map›Paper›PMID 41235821›Full record

ReviewBiological reviews of the Cambridge Philosophical Society2026

A century of theories of balancing selection.

Filip Ruzicka, Martyna K Zwoinska, Debora Goedert, Hanna Kokko, Xiang-Yi Li Richter, Iain R Moodie, Sofie Nilén, Colin Olito, Erik I Svensson, Peter Czuppon and 1 more

Abstract readReview
In one paragraph

Review in Biological reviews of the Cambridge Philosophical Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Ecological inheritance facilitates the coexistence of environmental helpers and free riders.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  11. Article
  12. Review
  13. 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

11 authors.

Filip Ruzicka *Institute of Science and Technology Austria, Klosterneuburg, 3400, Austria.ORCID 0000-0001-9089-624X
Martyna K Zwoinska *Department of Ecology & Genetics, Uppsala University, Norbyvägen 18, Uppsala, D 752 36, Sweden.
Debora GoedertDepartment of Biology, Norwegian University of Science and Technology, Trondheim, NO-7491, Norway.ORCID 0000-0002-2406-9438
Hanna KokkoInstitute of Organismic and Molecular Evolution, University of Mainz, Hanns-Dieter-Hüsch-Weg 15, Mainz, 55128, Germany.ORCID 0000-0002-5772-4881
Xiang-Yi Li RichterInstitute of Ecology and Evolution, University of Bern, Baltzerstrasse 6, Bern, 3012, Switzerland.ORCID 0000-0001-8662-0865
Iain R MoodieDepartment of Biology, Lund University, Sölvegatan 35, Lund, 223 62, Sweden.ORCID 0000-0003-3416-1198
Sofie NilénDepartment of Biology, Lund University, Sölvegatan 35, Lund, 223 62, Sweden.
Colin OlitoDepartment of Biology, Lund University, Sölvegatan 35, Lund, 223 62, Sweden.
Erik I SvenssonDepartment of Biology, Lund University, Sölvegatan 35, Lund, 223 62, Sweden.
Peter Czuppon *Institute for Evolution and Biodiversity, University of Münster, Hüfferstraße 1, Münster, 48149, Germany.
Tim Connallon *School of Biological Sciences, Monash University, 23 Innovation Walk, Clayton, VIC, 3168, Australia.ORCID 0000-0002-1962-4951

Funding

Alexander von Humboldt-StiftungBirgitta Sintring Foundation S2024-0007European Research Council 2023-STG-101117517European Society for Evolutionary BiologyH2020 Marie Skłodowska-Curie Actions 101034413Norges Forskningsråd 302619Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung 211549Vetenskapsrådet 2020‑03123Vetenskapsrådet 2022-03603
6 · The paper itself

Abstract

Traits that affect organismal fitness are often highly genetically variable. This genetic variation is vital for populations to adapt to their environments, but it is also surprising given that nature - after all - 'selects' the best genotypes at the expense of those that fall short. Explaining the extensive genetic variation of fitness-related traits is thus a longstanding puzzle in evolutionary biology, with cascading implications for ecology, conservation, and human health. Balancing selection - an umbrella term for scenarios in which natural selection maintains genetic variation - is a century-old explanation to resolve this puzzle that has gained recent momentum from genome-scale methods for detecting it. Yet evaluating whether balancing selection can, in fact, resolve the puzzle is challenging, given the logistical constraints of distinguishing balancing selection from alternative hypotheses and the daunting collection of theoretical models that formally underpin this debate. Here, we track the development of balancing selection theory over the last century and provide an accessible review of this rich collection of models. We first outline the range of biological scenarios that can generate balancing selection. We then examine how fundamental features of genetic systems - non-random mating between individuals, ploidy levels, genetic drift, linkage, and genetic architectures of traits - have been progressively incorporated into the theory. We end by linking these theoretical predictions to ongoing empirical efforts to understand the evolutionary processes that explain genetic variation.

Indexed as

Biological EvolutionModels, GeneticSelection, GeneticAnimalsGenetic Variationbalancing selectionevolutionary theoryfitness variationheterozygote advantagemathematical modellingnegative frequency‐dependent selectionpopulation geneticstrade‐offs

Identifiers

PMID41235821
PMCPMC12965862

What OpenQuestion holds

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Registered trials

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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.