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An Integrated Transcriptome-Wide Analysis of Cave and Surface Dwelling Astyanax mexicanus

机译:洞穴和表层居住的墨西哥Astyanax的转录组全过程分析

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摘要

Numerous organisms around the globe have successfully adapted to subterranean environments. A powerful system in which to study cave adaptation is the freshwater characin fish, Astyanax mexicanus. Prior studies in this system have established a genetic basis for the evolution of numerous regressive traits, most notably vision and pigmentation reduction. However, identification of the precise genetic alterations that underlie these morphological changes has been delayed by limited genetic and genomic resources. To address this, we performed a transcriptome analysis of cave and surface dwelling Astyanax morphs using Roche/454 pyrosequencing technology. Through this approach, we obtained 576,197 Pachón cavefish-specific reads and 438,978 surface fish-specific reads. Using this dataset, we assembled transcriptomes of cave and surface fish separately, as well as an integrated transcriptome that combined 1,499,568 reads from both morphotypes. The integrated assembly was the most successful approach, yielding 22,596 high quality contiguous sequences comprising a total transcriptome length of 21,363,556 bp. Sequence identities were obtained through exhaustive blast searches, revealing an adult transcriptome represented by highly diverse Gene Ontology (GO) terms. Our dataset facilitated rapid identification of sequence polymorphisms between morphotypes. These data, along with positional information collected from the Danio rerio genome, revealed several syntenic regions between Astyanax and Danio. We demonstrated the utility of this positional information through a QTL analysis of albinism in a surface x Pachón cave F2 pedigree, using 65 polymorphic markers identified from our integrated assembly. We also adapted our dataset for an RNA-seq study, revealing many genes responsible for visual system maintenance in surface fish, whose expression was not detected in adult Pachón cavefish. Conversely, several metabolism-related genes expressed in cavefish were not detected in surface fish. This resource will enable powerful genetic and genomic analyses in the future that will better clarify the heritable genetic changes governing adaptation to the cave environment.
机译:全球许多生物已经成功地适应了地下环境。研究洞穴适应性的一个强大系统是淡水characin鱼Astyanax mexicanus。在该系统中的先前研究已经为许多回归性状的进化建立了遗传基础,最显着的是视觉和色素沉着的减少。然而,由于有限的遗传和基因组资源,延迟了确定构成这些形态学改变的精确遗传改变的时间。为了解决这个问题,我们使用Roche / 454焦磷酸测序技术对洞穴和表面居住的Astyanax形态进行了转录组分析。通过这种方法,我们获得了576,197个Pachón洞穴鱼类特定的读物和438,978个表面鱼类特定的读物。使用该数据集,我们分别组装了洞穴和表层鱼类的转录组,以及整合了来自两种形态型的1,499,568个读段的整合转录组。整合组装是最成功的方法,可产生22,596个高质量连续序列,其总转录组长度为21,363,556 bp。序列同一性是通过详尽的原始搜索获得的,揭示了以高度多样化的基因本体论(GO)术语表示的成人转录组。我们的数据集有助于快速识别形态型之间的序列多态性。这些数据,以及从Danio rerio基因组收集的位置信息,揭示了Astyanax和Danio之间的几个同义区域。我们使用从我们的整合装配中鉴定出的65个多态标记,通过对表面xPachón洞穴F2谱系中白化病的QTL分析,证明了此位置信息的实用性。我们还调整了我们的数据集进行RNA-seq研究,揭示了许多负责表鱼视觉系统维护的基因,这些基因在成年Pachón洞穴鱼中未检测到。相反,在表面鱼类中未检测到在洞穴鱼中表达的几个与代谢相关的基因。该资源将在未来进行强大的遗传和基因组分析,从而更好地阐明控制洞穴环境适应性的遗传性遗传变化。

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