ArticleProceedings. Biological sciences2021
The utility of genomic prediction models in evolutionary genetics.
Article in Proceedings. Biological sciences, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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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.
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Who cites it
15 citing papers in PubMed, 36 citations in OpenAlex.
- Individualised niches: an integrative conceptual framework across behaviour, ecology, and evolution.Biological reviews of the Cambridge Philosophical Society · 2026Review
- Molecular evolution in light of regulatory-coding epistasis.EMBO reports · 2026Review
- Multi-trait multi-environment genomic prediction strategies forFrontiers in plant science · 2026Article
- Optimizing resource allocation inFrontiers in plant science · 2026Article
- The effect of haplotype size on genomic selection accuracy and epistasis: An empirical study in rice.The plant genome · 2025Article
- Ecological stoichiometry and life history theory, not the identity of genomic variants, predict rapid adaptation.bioRxiv : the preprint server for biology · 2025Article
- Low-input breeding potential in stone pine, a multipurpose forest tree with low genome diversity.G3 (Bethesda, Md.) · 2025Article
- Exploring the Intersection of Schizophrenia, Machine Learning, and Genomics: Scoping Review.JMIR bioinformatics and biotechnology · 2024Article
- Epistasis and pleiotropy-induced variation for plant breeding.Plant biotechnology journal · 2024Review
- Variable parallelism in the genomic basis of age at maturity across spatial scales in Atlantic Salmon.Ecology and evolution · 2024Article
- Article
- Genotype-environment associations to reveal the molecular basis of environmental adaptation.The Plant cell · 2023Article
- Taking quantitative genomics into the wild.Proceedings. Biological sciences · 2022Article
- Using genomic prediction to detect microevolutionary change of a quantitative trait.Proceedings. Biological sciences · 2022Article
- Genomic prediction of growth in a commercially, recreationally, and culturally important marine resource, the Australian snapper (Chrysophrys auratus).G3 (Bethesda, Md.) · 2022Article
Corrections and comments
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
Variation in complex traits is the result of contributions from many loci of small effect. Based on this principle, genomic prediction methods are used to make predictions of breeding value for an individual using genome-wide molecular markers. In breeding, genomic prediction models have been used in plant and animal breeding for almost two decades to increase rates of genetic improvement and reduce the length of artificial selection experiments. However, evolutionary genomics studies have been slow to incorporate this technique to select individuals for breeding in a conservation context or to learn more about the genetic architecture of traits, the genetic value of missing individuals or microevolution of breeding values. Here, we outline the utility of genomic prediction and provide an overview of the methodology. We highlight opportunities to apply genomic prediction in evolutionary genetics of wild populations and the best practices when using these methods on field-collected phenotypes.
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Registered trials
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.