Beisser Daniela, Graupner Nadine, Bock Christina, Wodniok Sabina, Grossmann Lars, Vos Matthijs, Sures Bernd, Rahmann Sven, Boenigk Jens
Genome Informatics, University of Duisburg-Essen, Essen, Germany.
Biodiversity, University of Duisburg-Essen, Essen, Germany.
PeerJ. 2017 Jan 10;5:e2832. doi: 10.7717/peerj.2832. eCollection 2017.
Chrysophytes are protist model species in ecology and ecophysiology and important grazers of bacteria-sized microorganisms and primary producers. However, they have not yet been investigated in detail at the molecular level, and no genomic and only little transcriptomic information is available. Chrysophytes exhibit different trophic modes: while phototrophic chrysophytes perform only photosynthesis, mixotrophs can gain carbon from bacterial food as well as from photosynthesis, and heterotrophs solely feed on bacteria-sized microorganisms. Recent phylogenies and megasystematics demonstrate an immense complexity of eukaryotic diversity with numerous transitions between phototrophic and heterotrophic organisms. The question we aim to answer is how the diverse nutritional strategies, accompanied or brought about by a reduction of the plasmid and size reduction in heterotrophic strains, affect physiology and molecular processes.
We sequenced the mRNA of 18 chrysophyte strains on the Illumina HiSeq platform and analysed the transcriptomes to determine relations between the trophic mode (mixotrophic vs. heterotrophic) and gene expression. We observed an enrichment of genes for photosynthesis, porphyrin and chlorophyll metabolism for phototrophic and mixotrophic strains that can perform photosynthesis. Genes involved in nutrient absorption, environmental information processing and various transporters (e.g., monosaccharide, peptide, lipid transporters) were present or highly expressed only in heterotrophic strains that have to sense, digest and absorb bacterial food. We furthermore present a transcriptome-based alignment-free phylogeny construction approach using transcripts assembled from short reads to determine the evolutionary relationships between the strains and the possible influence of nutritional strategies on the reconstructed phylogeny. We discuss the resulting phylogenies in comparison to those from established approaches based on ribosomal RNA and orthologous genes. Finally, we make functionally annotated reference transcriptomes of each strain available to the community, significantly enhancing publicly available data on Chrysophyceae.
Our study is the first comprehensive transcriptomic characterisation of a diverse set of Chrysophyceaen strains. In addition, we showcase the possibility of inferring phylogenies from assembled transcriptomes using an alignment-free approach. The raw and functionally annotated data we provide will prove beneficial for further examination of the diversity within this taxon. Our molecular characterisation of different trophic modes presents a first such example.
金藻是生态学和生态生理学中的原生生物模式物种,也是细菌大小微生物和初级生产者的重要食草动物。然而,它们尚未在分子水平上得到详细研究,目前没有基因组信息,转录组信息也很少。金藻表现出不同的营养模式:光合自养型金藻仅进行光合作用,混合营养型金藻既可以从细菌食物中获取碳,也可以通过光合作用获取碳,而异养型金藻则仅以细菌大小的微生物为食。最近的系统发育学和大型分类学研究表明,真核生物多样性极其复杂,光合自养生物和异养生物之间存在众多转变。我们旨在回答的问题是,由质粒减少和异养菌株大小减小所伴随或引发的多样营养策略如何影响生理和分子过程。
我们在Illumina HiSeq平台上对18株金藻菌株的mRNA进行了测序,并分析了转录组,以确定营养模式(混合营养型与异养型)与基因表达之间的关系。我们观察到,能够进行光合作用的光合自养型和混合营养型菌株中,参与光合作用、卟啉和叶绿素代谢的基因有所富集。参与营养吸收、环境信息处理以及各种转运蛋白(如单糖、肽、脂质转运蛋白)的基因仅在必须感知、消化和吸收细菌食物的异养菌株中存在或高度表达。此外,我们提出了一种基于转录组的无比对系统发育构建方法,该方法使用从短读长组装的转录本,以确定菌株之间的进化关系以及营养策略对重建系统发育的可能影响。我们将所得的系统发育与基于核糖体RNA和直系同源基因的既定方法所得的系统发育进行了比较。最后,我们向科学界提供了每个菌株的功能注释参考转录组,显著增加了关于金藻科的公开可用数据。
我们的研究是对一组多样的金藻科菌株进行的首次全面转录组特征分析。此外,我们展示了使用无比对方法从组装转录组推断系统发育的可能性。我们提供的原始数据和功能注释数据将有利于进一步研究该分类群内的多样性。我们对不同营养模式的分子特征分析就是首个这样的例子。