Department of Genetics, Stellenbosch University, Stellenbosch, South Africa.
Research and Development Department, Insect Technology Group Holdings UK Ltd., Guildford, UK.
Insect Mol Biol. 2024 Dec;33(6):756-776. doi: 10.1111/imb.12940. Epub 2024 Jul 4.
The black soldier fly (BSF), Hermetia illucens, has the ability to efficiently bioremediate organic waste into usable bio-compounds. Understanding the impact of domestication and mass rearing on fitness and production traits is therefore important for sustainable production. This study aimed to assess patterns of genomic diversity and its association to phenotypic development across early generations of mass rearing under two selection strategies: selection for greater larval mass (SEL lines) and no direct artificial selection (NS lines). Genome-wide single nucleotide polymorphism (SNP) data were generated using 2bRAD sequencing, while phenotypic traits relating to production and population fitness were measured. Declining patterns of genomic diversity were observed across three generations of captive breeding, with the lowest diversity recorded for the F3 generation of both selection lines, most likely due to founder effects. The SEL cohort displayed statistically significantly greater larval weight com the NS lines with pronounced genetic and phenotypic directional changes across generations. Furthermore, lower genetic and phenotypic diversity, particularly for fitness traits, were evident for SEL lines, illustrating the trade-off between selecting for mass and the resulting decline in population fitness. SNP-based heritability was significant for growth, but was low or non-significant for fitness traits. Genotype-phenotype correlations were observed for traits, but individual locus effect sizes where small and very few of these loci demonstrated a signature for selection. Pronounced genetic drift, due to small effective population sizes, is likely overshadowing the impacts of selection on genomic diversity and consequently phenotypic development. The results hold particular relevance for genetic management and selective breeding for BSF in future.
黑腹果蝇(BSF),Hermetia illucens,具有将有机废物高效生物转化为可用生物化合物的能力。因此,了解驯化和大规模饲养对适应度和生产性状的影响对于可持续生产非常重要。本研究旨在评估大规模饲养早期世代中基因组多样性的模式及其与表型发育的关联,采用两种选择策略:选择更大的幼虫体重(SEL 系)和不进行直接人工选择(NS 系)。使用 2bRAD 测序生成了全基因组单核苷酸多态性(SNP)数据,同时测量了与生产和种群适应度相关的表型性状。在三代人工养殖中,观察到基因组多样性呈下降趋势,SEL 系和 NS 系的 F3 代多样性最低,这很可能是由于奠基者效应。SEL 组显示出比 NS 组显著更大的幼虫体重,在几代中表现出明显的遗传和表型定向变化。此外,SEL 系的遗传和表型多样性较低,特别是适应度性状的多样性较低,表明在选择体重的同时,种群适应度下降的权衡。基于 SNP 的遗传力对生长具有重要意义,但对适应度性状的遗传力低或无意义。观察到性状的基因型-表型相关性,但个体基因座效应大小较小,其中很少有这些基因座表现出选择的特征。由于有效种群规模较小,明显的遗传漂变可能掩盖了选择对基因组多样性和表型发育的影响。这些结果对于未来 BSF 的遗传管理和选择性育种具有特殊意义。