Evidence map›Paper›PMID 42855666›Full record

ArticleBMC genomics2026

Beyond two alleles: multiallelic genotypic selection and its estimation from time-series data.

Nikolas Vellnow, Toni I Gossmann, David Waxman

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Article in BMC genomics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Nikolas VellnowComputational Systems Biology, Faculty of Biochemical and Chemical Engineering, TU Dortmund University, Emil-Figge-Str. 66, 44227, Dortmund, Germany.ORCID http://orcid.org/0000-0002-7054-3268
Toni I GossmannComputational Systems Biology, Faculty of Biochemical and Chemical Engineering, TU Dortmund University, Emil-Figge-Str. 66, 44227, Dortmund, Germany. toni.gossmann@tu-dortmund.de.ORCID http://orcid.org/0000-0001-6609-4116
David WaxmanCentre for Computational Systems Biology, Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, 220 Handan Road, Shanghai, 200433, China. davidwaxman@fudan.edu.cn.ORCID http://orcid.org/0000-0001-9093-2108

Funding

HORIZON EUROPE European Research Council 947636
6 · The paper itself

Abstract

Genetic diversity is central to evolutionary change, with both natural selection and random genetic drift depending on variation within a population. An individual in a diploid population carries two alleles per locus, yet the population as a whole can harbour many alleles, giving rise to a rich spectrum of homozygous and heterozygous genotypes. Such multiallelic variation is common at biologically and medically important loci such as the major histocompatibility complex, the ABO blood group system, and genes underlying monogenic diseases. However, much of population genetic theory and data analysis has focussed on biallelic loci. Here, we introduce a matrix representation of the genotypic selection acting at a multiallelic locus. This exploits the common mathematical structure underlying selection and drift, and separates the effects of genetic diversity and fitness. The representation accommodates diverse selection regimes, including additive, multiplicative, frequency-dependent, and temporally varying selection, as well as heterozygote advantage. We show how, under specific assumptions, genotype-specific fitness-effects can be estimated from allele frequency trajectories over microevolutionary timescales. Applying this estimation procedure to time-series data from experimental yeast evolution illustrates how multiallelic fitness interactions, including heterozygote advantage, may be characterised from haplotype frequency data. More broadly, this work provides a practical foundation for analysing evolutionary dynamics at multiallelic loci in experimental and natural populations.

Indexed as

AllelesSelection, GeneticEvolution, MolecularGene FrequencyGenetics, PopulationGenetic VariationGenotypeHaplotypesHeterozygoteModels, GeneticSaccharomyces cerevisiaeBalancing selectionEvolutionary dynamicsGenetic variationHeterozygosityHeterozygote advantageMicrosatellites

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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.