TY - JOUR
T1 - A new method for ecologists to estimate heterozygote excess and deficit for multi-locus gene families
AU - O'Reilly, Gabe D.
AU - Manlik, Oliver
AU - Vardeh, Sandra
AU - Sinclair, Jennifer
AU - Cannell, Belinda
AU - Lawler, Zachary P.
AU - Sherwin, William B.
N1 - Publisher Copyright:
© 2024 The Author(s). Ecology and Evolution published by John Wiley & Sons Ltd.
PY - 2024/7
Y1 - 2024/7
N2 - The fixation index, FIS, has been a staple measure to detect selection, or departures from random mating in populations. However, current Next Generation Sequencing (NGS) cannot easily estimate FIS, in multi-locus gene families that contain multiple loci having similar or identical arrays of variant sequences of ≥1 kilobase (kb), which differ at multiple positions. In these families, high-quality short-read NGS data typically identify variants, but not the genomic location, which is required to calculate FIS (based on locus-specific observed and expected heterozygosity). Thus, to assess assortative mating, or selection on heterozygotes, from NGS of multi-locus gene families, we need a method that does not require knowledge of which variants are alleles at which locus in the genome. We developed such a method. Like FIS, our novel measure, 1HIS, is based on the principle that positive assortative mating, or selection against heterozygotes, and some other processes reduce within-individual variability relative to the population. We demonstrate high accuracy of 1HIS on a wide range of simulated scenarios and two datasets from natural populations of penguins and dolphins. 1HIS is important because multi-locus gene families are often involved in assortative mating or selection on heterozygotes. 1HIS is particularly useful for multi-locus gene families, such as toll-like receptors, the major histocompatibility complex in animals, homeobox genes in fungi and self-incompatibility genes in plants.
AB - The fixation index, FIS, has been a staple measure to detect selection, or departures from random mating in populations. However, current Next Generation Sequencing (NGS) cannot easily estimate FIS, in multi-locus gene families that contain multiple loci having similar or identical arrays of variant sequences of ≥1 kilobase (kb), which differ at multiple positions. In these families, high-quality short-read NGS data typically identify variants, but not the genomic location, which is required to calculate FIS (based on locus-specific observed and expected heterozygosity). Thus, to assess assortative mating, or selection on heterozygotes, from NGS of multi-locus gene families, we need a method that does not require knowledge of which variants are alleles at which locus in the genome. We developed such a method. Like FIS, our novel measure, 1HIS, is based on the principle that positive assortative mating, or selection against heterozygotes, and some other processes reduce within-individual variability relative to the population. We demonstrate high accuracy of 1HIS on a wide range of simulated scenarios and two datasets from natural populations of penguins and dolphins. 1HIS is important because multi-locus gene families are often involved in assortative mating or selection on heterozygotes. 1HIS is particularly useful for multi-locus gene families, such as toll-like receptors, the major histocompatibility complex in animals, homeobox genes in fungi and self-incompatibility genes in plants.
KW - F
KW - fixation index
KW - inbreeding
KW - population genetics
KW - selection
KW - simulation
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U2 - 10.1002/ece3.11561
DO - 10.1002/ece3.11561
M3 - Article
AN - SCOPUS:85199390722
SN - 2045-7758
VL - 14
JO - Ecology and Evolution
JF - Ecology and Evolution
IS - 7
M1 - e11561
ER -