Bioinformatics Lab, Advanced Research Institute for Informatics, Computing, and Networking (AdRIC), De La Salle University, Manila, Philippines.
Software Technology Department, College of Computer Studies, De La Salle University, Manila, Philippines.
BMC Genomics. 2021 Jul 29;22(1):580. doi: 10.1186/s12864-021-07891-w.
The fishery and aquaculture of the widely distributed mangrove crab Scylla serrata is a steadily growing, high-value, global industry. Climate change poses a risk to this industry as temperature elevations are expected to threaten the mangrove crab habitat and the supply of mangrove crab juveniles from the wild. It is therefore important to understand the genomic and molecular basis of how mangrove crab populations from sites with different climate profiles respond to heat stress. Towards this, we performed RNA-seq on the gill tissue of S. serrata individuals sampled from 3 sites (Cagayan, Bicol, and Bataan) in the Philippines, under normal and heat-stressed conditions. To compare the transcriptome expression profiles, we designed a 2-factor generalized linear model containing interaction terms, which allowed us to simultaneously analyze within-site response to heat-stress and across-site differences in the response.
We present the first ever transcriptome assembly of S. serrata obtained from a data set containing 66 Gbases of cleaned RNA-seq reads. With lowly-expressed and short contigs excluded, the assembly contains roughly 17,000 genes with an N50 length of 2,366 bp. Our assembly contains many almost full-length transcripts - 5229 shrimp and 3049 fruit fly proteins have alignments that cover >80% of their sequence lengths to a contig. Differential expression analysis found population-specific differences in heat-stress response. Within-site analysis of heat-stress response showed 177, 755, and 221 differentially expressed (DE) genes in the Cagayan, Bataan, and Bicol group, respectively. Across-site analysis showed that between Cagayan and Bataan, there were 389 genes associated with 48 signaling and stress-response pathways, for which there was an effect of site in the response to heat; and between Cagayan and Bicol, there were 101 such genes affecting 8 pathways.
In light of previous work on climate profiling and on population genetics of marine species in the Philippines, our findings suggest that the variation in thermal response among populations might be derived from acclimatory plasticity due to pre-exposure to extreme temperature variations or from population structure shaped by connectivity which leads to adaptive genetic differences among populations.
广泛分布的红树林蟹 Scylla serrata 的渔业和水产养殖是一个稳步增长的、高价值的全球性产业。气候变化对该产业构成了威胁,因为预计气温升高将威胁红树林蟹的栖息地以及野生红树林蟹幼体的供应。因此,了解来自不同气候条件的红树林蟹种群对热应激的反应的基因组和分子基础非常重要。为此,我们对从菲律宾卡加延、比科尔和巴丹三个地点采集的红树林蟹个体的鳃组织进行了 RNA-seq 实验,在正常和热应激条件下进行。为了比较转录组表达谱,我们设计了一个包含交互项的两因素广义线性模型,该模型允许我们同时分析热应激下的站点内反应和站点间反应的差异。
我们展示了有史以来第一个从包含 66 Gbases 清洁 RNA-seq 读数的数据集中获得的 S. serrata 转录组组装。排除低表达和短的 contigs 后,组装包含大约 17000 个基因,N50 长度为 2366bp。我们的组装包含许多几乎全长的转录本 - 5229 个虾和 3049 个果蝇蛋白有与 contig 序列长度覆盖>80%的比对。差异表达分析发现种群对热应激反应存在特异性差异。对热应激反应的站点内分析显示,卡加延、巴丹和比科尔组分别有 177、755 和 221 个差异表达(DE)基因。站点间分析显示,卡加延和巴丹之间有 389 个基因与 48 个信号和应激反应途径相关,这些基因在热应激反应中受到站点的影响;卡加延和比科尔之间有 101 个这样的基因影响 8 个途径。
鉴于之前在菲律宾进行的海洋物种气候特征分析和种群遗传学研究,我们的发现表明,种群之间热反应的变化可能源于由于预先暴露于极端温度变化而导致的适应可塑性,或者是由于连接性导致的种群结构形成,从而导致种群之间存在适应性遗传差异。