A simulation study of a honeybee breeding scheme accounting for polyandry, direct and maternal effects on colony performance

Abstract Background Efficient breeding programs are difficult to implement in honeybees due to their biological specificities (polyandry and haplo-diploidy) and complexity of the traits of interest, with performances being measured at the colony scale and resulting from the joint effects of tens of...

Full description

Bibliographic Details
Main Authors: Tristan Kistler, Benjamin Basso, Florence Phocas
Format: Article
Language:deu
Published: BMC 2021-09-01
Series:Genetics Selection Evolution
Online Access:https://doi.org/10.1186/s12711-021-00665-8
id doaj-4c4b3de90e76427c8fe342c6512ba42d
record_format Article
spelling doaj-4c4b3de90e76427c8fe342c6512ba42d2021-09-12T11:30:19ZdeuBMCGenetics Selection Evolution1297-96862021-09-0153111610.1186/s12711-021-00665-8A simulation study of a honeybee breeding scheme accounting for polyandry, direct and maternal effects on colony performanceTristan Kistler0Benjamin Basso1Florence Phocas2Université Paris-Saclay, INRAE, AgroParisTech, GABIINRAE, UR 406 Abeilles et EnvironnementUniversité Paris-Saclay, INRAE, AgroParisTech, GABIAbstract Background Efficient breeding programs are difficult to implement in honeybees due to their biological specificities (polyandry and haplo-diploidy) and complexity of the traits of interest, with performances being measured at the colony scale and resulting from the joint effects of tens of thousands of workers (called direct effects) and of the queen (called maternal effects). We implemented a Monte Carlo simulation program of a breeding plan designed specifically for Apis mellifera’s populations to assess the impact of polyandry versus monoandry on colony performance, inbreeding level and genetic gain depending on the individual selection strategy considered, i.e. complete mass selection or within-family (maternal lines) selection. We simulated several scenarios with different parameter setups by varying initial genetic variances and correlations between direct and maternal effects, the selection strategy and the polyandry level. Selection was performed on colony phenotypes. Results All scenarios showed strong increases in direct breeding values of queens after 20 years of selection. Monoandry led to significantly higher direct than maternal genetic gains, especially when a negative correlation between direct and maternal effects was simulated. However, the relative increase in these genetic gains depended also on their initial genetic variability and on the selection strategy. When polyandry was simulated, the results were very similar with either 8 or 16 drones mated to each queen. Across scenarios, polyandrous mating resulted in equivalent or higher gains in performance than monoandrous mating, but with considerably lower inbreeding rates. Mass selection conferred a ~ 20% increase in performance compared to within-family selection, but was also accompanied by a strong increase in inbreeding levels (25 to 50% higher). Conclusions Our study is the first to compare the long-term effects of polyandrous versus monoandrous mating in honeybee breeding. The latter is an emergent strategy to improve specific traits, such as resistance to varroa, which can be difficult or expensive to phenotype. However, if used during several generations in a closed population, monoandrous mating increases the inbreeding level of queens much more than polyandrous mating, which is a strong limitation of this strategy.https://doi.org/10.1186/s12711-021-00665-8
collection DOAJ
language deu
format Article
sources DOAJ
author Tristan Kistler
Benjamin Basso
Florence Phocas
spellingShingle Tristan Kistler
Benjamin Basso
Florence Phocas
A simulation study of a honeybee breeding scheme accounting for polyandry, direct and maternal effects on colony performance
Genetics Selection Evolution
author_facet Tristan Kistler
Benjamin Basso
Florence Phocas
author_sort Tristan Kistler
title A simulation study of a honeybee breeding scheme accounting for polyandry, direct and maternal effects on colony performance
title_short A simulation study of a honeybee breeding scheme accounting for polyandry, direct and maternal effects on colony performance
title_full A simulation study of a honeybee breeding scheme accounting for polyandry, direct and maternal effects on colony performance
title_fullStr A simulation study of a honeybee breeding scheme accounting for polyandry, direct and maternal effects on colony performance
title_full_unstemmed A simulation study of a honeybee breeding scheme accounting for polyandry, direct and maternal effects on colony performance
title_sort simulation study of a honeybee breeding scheme accounting for polyandry, direct and maternal effects on colony performance
publisher BMC
series Genetics Selection Evolution
issn 1297-9686
publishDate 2021-09-01
description Abstract Background Efficient breeding programs are difficult to implement in honeybees due to their biological specificities (polyandry and haplo-diploidy) and complexity of the traits of interest, with performances being measured at the colony scale and resulting from the joint effects of tens of thousands of workers (called direct effects) and of the queen (called maternal effects). We implemented a Monte Carlo simulation program of a breeding plan designed specifically for Apis mellifera’s populations to assess the impact of polyandry versus monoandry on colony performance, inbreeding level and genetic gain depending on the individual selection strategy considered, i.e. complete mass selection or within-family (maternal lines) selection. We simulated several scenarios with different parameter setups by varying initial genetic variances and correlations between direct and maternal effects, the selection strategy and the polyandry level. Selection was performed on colony phenotypes. Results All scenarios showed strong increases in direct breeding values of queens after 20 years of selection. Monoandry led to significantly higher direct than maternal genetic gains, especially when a negative correlation between direct and maternal effects was simulated. However, the relative increase in these genetic gains depended also on their initial genetic variability and on the selection strategy. When polyandry was simulated, the results were very similar with either 8 or 16 drones mated to each queen. Across scenarios, polyandrous mating resulted in equivalent or higher gains in performance than monoandrous mating, but with considerably lower inbreeding rates. Mass selection conferred a ~ 20% increase in performance compared to within-family selection, but was also accompanied by a strong increase in inbreeding levels (25 to 50% higher). Conclusions Our study is the first to compare the long-term effects of polyandrous versus monoandrous mating in honeybee breeding. The latter is an emergent strategy to improve specific traits, such as resistance to varroa, which can be difficult or expensive to phenotype. However, if used during several generations in a closed population, monoandrous mating increases the inbreeding level of queens much more than polyandrous mating, which is a strong limitation of this strategy.
url https://doi.org/10.1186/s12711-021-00665-8
work_keys_str_mv AT tristankistler asimulationstudyofahoneybeebreedingschemeaccountingforpolyandrydirectandmaternaleffectsoncolonyperformance
AT benjaminbasso asimulationstudyofahoneybeebreedingschemeaccountingforpolyandrydirectandmaternaleffectsoncolonyperformance
AT florencephocas asimulationstudyofahoneybeebreedingschemeaccountingforpolyandrydirectandmaternaleffectsoncolonyperformance
AT tristankistler simulationstudyofahoneybeebreedingschemeaccountingforpolyandrydirectandmaternaleffectsoncolonyperformance
AT benjaminbasso simulationstudyofahoneybeebreedingschemeaccountingforpolyandrydirectandmaternaleffectsoncolonyperformance
AT florencephocas simulationstudyofahoneybeebreedingschemeaccountingforpolyandrydirectandmaternaleffectsoncolonyperformance
_version_ 1717755580667396096