Australian Research Council Industrial Transformation Research Hub for Advanced Prawn Breeding, James Cook University, Townsville, QLD, 4811, Australia.
Centre for Sustainable Tropical Fisheries and Aquaculture, College of Science and Engineering, James Cook University, Townsville, QLD, 4811, Australia.
BMC Genomics. 2020 Sep 29;21(1):669. doi: 10.1186/s12864-020-07084-x.
Restrictions to gene flow, genetic drift, and divergent selection associated with different environments are significant drivers of genetic differentiation. The black tiger shrimp (Penaeus monodon), is widely distributed throughout the Indian and Pacific Oceans including along the western, northern and eastern coastline of Australia, where it is an important aquaculture and fishery species. Understanding the genetic structure and the influence of environmental factors leading to adaptive differences among populations of this species is important for farm genetic improvement programs and sustainable fisheries management.
Based on 278 individuals obtained from seven geographically disparate Australian locations, 10,624 high-quality SNP loci were used to characterize genetic diversity, population structure, genetic connectivity, and adaptive divergence. Significant population structure and differentiation were revealed among wild populations (average F = 0.001-0.107; p < 0.05). Eighty-nine putatively outlier SNPs were identified to be potentially associated with environmental variables by using both population differentiation (BayeScan and PCAdapt) and environmental association (redundancy analysis and latent factor mixed model) analysis methods. Clear population structure with similar spatial patterns were observed in both neutral and outlier markers with three genetically distinct groups identified (north Queensland, Northern Territory, and Western Australia). Redundancy, partial redundancy, and multiple regression on distance matrices analyses revealed that both geographical distance and environmental factors interact to generate the structure observed across Australian P. monodon populations.
This study provides new insights on genetic population structure of Australian P. monodon in the face of environmental changes, which can be used to advance sustainable fisheries management and aquaculture breeding programs.
与不同环境相关的基因流动限制、遗传漂变和分歧选择是遗传分化的重要驱动因素。黑虎虾(Penaeus monodon)广泛分布于印度洋和太平洋地区,包括澳大利亚的西部、北部和东部海岸线,是一种重要的水产养殖和渔业物种。了解该物种种群之间遗传结构的差异以及导致适应性差异的环境因素,对于农场遗传改良计划和可持续渔业管理至关重要。
基于从澳大利亚七个地理位置不同的地点获得的 278 个个体,使用 10624 个高质量 SNP 标记来描述遗传多样性、种群结构、遗传连通性和适应性分化。野生种群间存在显著的种群结构和分化(平均 F=0.001-0.107;p<0.05)。通过种群分化(BayeScan 和 PCAdapt)和环境关联(冗余分析和潜在因子混合模型)分析方法,鉴定出 89 个可能与环境变量相关的候选外显子 SNP。在中性和外显子标记中都观察到了明显的种群结构和相似的空间模式,确定了三个具有明显遗传差异的群体(昆士兰州北部、北领地和西澳大利亚)。冗余分析、部分冗余分析和距离矩阵的多元回归分析表明,地理距离和环境因素相互作用,共同导致了澳大利亚 P. monodon 种群的结构。
本研究为面对环境变化时澳大利亚 P. monodon 的遗传种群结构提供了新的见解,可用于推进可持续渔业管理和水产养殖育种计划。