Reproductive Genomics Group, Temasek Life Sciences Laboratory, Singapore, Singapore.
Tropical Futures Institute, James Cook University Singapore, Singapore, Singapore.
BMC Genomics. 2023 Aug 10;24(1):449. doi: 10.1186/s12864-023-09513-z.
For Asian seabass (Lates calcarifer, Bloch 1790) cultured at sea cages various aquatic pathogens, complex environmental and stress factors are considered as leading causes of disease, causing tens of millions of dollars of annual economic losses. Over the years, we conducted farm-based challenges by exposing Asian seabass juveniles to complex natural environmental conditions. In one of these challenges, we collected a total of 1,250 fish classified as either 'sensitive' or 'robust' individuals during the 28-day observation period.
We constructed a high-resolution linkage map with 3,089 SNPs for Asian seabass using the double digest Restriction-site Associated DNA (ddRAD) technology and a performed a search for Quantitative Trait Loci (QTL) associated with robustness. The search detected a major genome-wide significant QTL for increased robustness in pathogen-infected marine environment on linkage group 11 (ASB_LG11; 88.9 cM to 93.6 cM) with phenotypic variation explained of 81.0%. The QTL was positioned within a > 800 kb genomic region located at the tip of chromosome ASB_LG11 with two Single Nucleotide Polymorphism markers, R1-38468 and R1-61252, located near to the two ends of the QTL. When the R1-61252 marker was validated experimentally in a different mass cross population, it showed a statistically significant association with increased robustness. The majority of thirty-six potential candidate genes located within the QTL have known functions related to innate immunity, stress response or disease. By utilizing this ddRAD-based map, we detected five mis-assemblies corresponding to four chromosomes, namely ASB_LG8, ASB_LG9, ASB_LG15 and ASB_LG20, in the current Asian seabass reference genome assembly.
According to our knowledge, the QTL associated with increased robustness is the first such finding from a tropical fish species. Depending on further validation in other stocks and populations, it might be potentially useful for selecting robust Asian seabass lines in selection programs.
对于在海上笼中养殖的亚洲羊鱼(Lates calcarifer,Bloch 1790),各种水生病原体、复杂的环境和应激因素被认为是导致疾病的主要原因,每年造成数千万美元的经济损失。多年来,我们通过让亚洲羊鱼幼鱼暴露在复杂的自然环境条件下进行了基于农场的挑战。在其中一项挑战中,我们在 28 天的观察期内总共收集了 1250 条被归类为敏感或健壮个体的鱼。
我们使用双消化限制性位点相关 DNA(ddRAD)技术为亚洲羊鱼构建了一个包含 3089 个 SNP 的高分辨率连锁图谱,并对与健壮性相关的数量性状基因座(QTL)进行了搜索。该搜索在病原体感染的海洋环境中检测到一个与健壮性相关的主要全基因组显著 QTL,位于第 11 号连锁群(ASB_LG11;88.9-93.6cM)上,表型变异解释率为 81.0%。该 QTL位于染色体 ASB_LG11 末端的一个>800kb 基因组区域内,该区域包含两个单核苷酸多态性标记 R1-38468 和 R1-61252,位于 QTL 的两端附近。当 R1-61252 标记在另一个大规模杂交群体中进行实验验证时,它与健壮性的增加表现出统计学上的显著关联。位于 QTL 内的 36 个潜在候选基因中的大多数具有与先天免疫、应激反应或疾病相关的已知功能。利用这种基于 ddRAD 的图谱,我们在当前亚洲羊鱼参考基因组图谱中检测到五个与四个染色体(ASB_LG8、ASB_LG9、ASB_LG15 和 ASB_LG20)对应的错误组装。
根据我们的知识,与健壮性增加相关的 QTL 是热带鱼类中首次发现的此类发现。如果在其他种群和群体中进一步验证,它可能对选择健壮的亚洲羊鱼品系在选择计划中具有潜在的应用价值。