University of Cologne, Zoological Institute, Aquatic Chemical Ecology, 50923 Cologne, Germany.
BMC Genomics. 2009 Nov 16;10:527. doi: 10.1186/1471-2164-10-527.
Two major biological stressors of freshwater zooplankton of the genus Daphnia are predation and fluctuations in food quality. Here we use kairomones released from a planktivorous fish (Leucaspius delineatus) and from an invertebrate predator (larvae of Chaoborus flavicans) to simulate predation pressure; a microcystin-producing culture of the cyanobacterium Microcystis aeruginosa and a microcystin-deficient mutant are used to investigate effects of low food quality. Real-time quantitative polymerase chain reaction (QPCR) allows quantification of the impact of biotic stressors on differential gene activity. The draft genome sequence for Daphnia pulex facilitates the use of candidate genes by precisely identifying orthologs to functionally characterized genes in other model species. This information is obtained by constructing phylogenetic trees of candidate genes with the knowledge that the Daphnia genome is composed of many expanded gene families.
We evaluated seven candidate reference genes for QPCR in Daphnia magna after exposure to kairomones. As a robust approach, a combination normalisation factor (NF) was calculated based on the geometric mean of three of these seven reference genes: glyceraldehyde-3-phosphate dehydrogenase, TATA-box binding protein and succinate dehydrogenase. Using this NF, expression of the target genes actin and alpha-tubulin were revealed to be unchanged in the presence of the tested kairomones. The presence of fish kairomone up-regulated one gene (cyclophilin) involved in the folding of proteins, whereas Chaoborus kairomone down-regulated the same gene.We evaluated the same set of candidate reference genes for QPCR in Daphnia magna after exposure to a microcystin-producing and a microcystin-free strain of the cyanobacterium Microcystis aeruginosa. The NF was calculated based on the reference genes 18S ribosomal RNA, alpha-tubulin and TATA-box binding protein. We found glyceraldehyde-3-phosphate dehydrogenase and ubiquitin conjugating enzyme to be up-regulated in the presence of microcystins in the food of D. magna. These findings demonstrate that certain enzymes of glycolysis and protein catabolism are significantly upregulated when daphnids ingest microcystins. Each differentially regulated gene is a member of an expanded gene family in the D. pulex genome. The cyclophilin, GapDH and UBC genes show moderately large sequence divergence from their closest paralogs. Yet actin and alpha-tubulin genes targeted by our study have nearly identical paralogs at the amino acid level.
Gene expression analysis using a normalisation factor based on three reference genes showed that transcription levels of actin and alpha-tubulin were not substantially changed by predator-borne chemical cues from fishes or invertebrates, although changes in expression on the protein level were shown elsewhere. These changes in protein level could be caused by others than the investigated paralogs, showing the importance of the construction of phylogenetic trees for candidate gene approaches. However, fish kairomones caused an up-regulation, and Chaoborus kairomone caused a down-regulation of cyclophylin, which proved to be a potential target gene for further analysis of kairomone effects on the life history of daphnids. Changes in food quality required a different set of reference genes compared to the kairomone experiment. The presence of dietary microcystins led to an up-regulation of two genes involved in the basic metabolism of D. magna, i.e. glyceraldehyde-3-phosphate dehydrogenase and ubiquitin conjugating enzyme, which suggests that microcystins in cyanobacteria have more general effects on the metabolism of D. magna than previously thought. Phylogenetic trees resolving relationships among paralogs that share the same gene name are shown to be important for determining the identity of the candidate genes under investigation.
浮游动物属水蚤的两个主要生物应激源是捕食和食物质量波动。在这里,我们使用来自浮游动物鱼类(Leucaspius delineatus)和无脊椎动物捕食者(Chaoborus flavicans 幼虫)释放的信息素来模拟捕食压力;使用产微囊藻毒素的铜绿微囊藻培养物和缺乏微囊藻毒素的突变体来研究低质量食物的影响。实时定量聚合酶链反应(QPCR)允许定量分析生物应激源对差异基因活性的影响。水蚤属 Plex 的基因组草案有助于通过精确识别与其他模型物种中功能表征基因的同源基因来使用候选基因。通过构建候选基因的系统发育树来获得此信息,该知识表明水蚤基因组由许多扩展的基因家族组成。
我们在暴露于信息素后评估了 Daphnia magna 中的七个候选参考基因进行 QPCR。作为一种稳健的方法,基于这七个参考基因中的三个的几何平均值计算了组合归一化因子(NF):甘油醛-3-磷酸脱氢酶、TATA 框结合蛋白和琥珀酸脱氢酶。使用这种 NF,目标基因肌动蛋白和微管蛋白的表达在存在测试信息素的情况下未发生变化。鱼信息素上调了一个参与蛋白质折叠的基因(环孢菌素),而 Chaoborus 信息素下调了相同的基因。我们评估了相同的候选参考基因集在 Daphnia magna 暴露于产微囊藻毒素和无微囊藻毒素的铜绿微囊藻菌株后进行 QPCR。NF 是基于 18S 核糖体 RNA、微管蛋白和 TATA 框结合蛋白的参考基因计算的。我们发现甘油醛-3-磷酸脱氢酶和泛素连接酶在 D. magna 食物中存在微囊藻毒素时被上调。这些发现表明,当水蚤摄入微囊藻毒素时,某些糖酵解和蛋白质分解代谢的酶会显著上调。每个差异调节的基因都是水蚤属 Plex 基因组中扩展基因家族的成员。环孢菌素、GapDH 和 UBC 基因与其最接近的旁系同源基因具有中等程度的序列差异。然而,我们研究中靶向的肌动蛋白和微管蛋白基因在氨基酸水平上具有几乎相同的旁系同源基因。
使用基于三个参考基因的归一化因子进行基因表达分析表明,尽管在蛋白质水平上显示出其他变化,但捕食者携带的化学线索(来自鱼类或无脊椎动物)不会显著改变肌动蛋白和微管蛋白的转录水平。这种蛋白质水平的变化可能是由除了研究的旁系同源基因以外的其他基因引起的,这表明对于候选基因方法,构建系统发育树的重要性。然而,鱼信息素引起了环孢菌素的上调,而 Chaoborus 信息素引起了环孢菌素的下调,这证明了环孢菌素是进一步分析信息素对水蚤生活史影响的潜在靶基因。与信息素实验相比,食物质量的变化需要一组不同的参考基因。饮食中存在微囊藻毒素导致 D. magna 中两种参与基本代谢的基因上调,即甘油醛-3-磷酸脱氢酶和泛素连接酶,这表明微囊藻毒素在蓝藻中对 D. magna 的新陈代谢有比以前认为的更普遍的影响。显示基因名称相同的旁系同源基因之间关系的系统发育树对于确定正在研究的候选基因的身份很重要。