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大规模无参考分析埃及伊蚊全基因组 DNA 测序数据中的黄病毒序列。

Large-scale reference-free analysis of flavivirus sequences in Aedes aegypti whole genome DNA sequencing data.

机构信息

Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK.

Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK.

出版信息

Parasit Vectors. 2023 Aug 5;16(1):265. doi: 10.1186/s13071-023-05898-8.

Abstract

Flaviviruses are a diverse group of RNA viruses, which include the etiological agents of Zika, dengue and yellow fever that are transmitted by mosquitoes. Flaviviruses do not encode reverse transcriptase and cannot reverse transcribe into DNA, yet DNA sequences of flaviviruses are found both integrated in the chromosomes of Aedes aegypti mosquitoes and as extrachromosomal sequences. We have previously examined the Ae. aegypti reference genome to identify flavivirus integrations and analyzed conservation of these sequences among whole-genome data of 464 Ae. aegypti collected across 10 countries globally. Here, we extended this analysis by identifying flavivirus sequences in these samples independently of the Ae. aegypti reference assembly. Our aim was to identify the complete set of viral sequences, including those absent in the reference genome, and their geographical distribution. We compared the identified sequences using BLASTn and applied machine learning methods to identify clusters of similar sequences. Apart from clusters of sequences that correspond to the four viral integration events that we had previously described, we identified 19 smaller clusters. The only cluster with a strong geographic association consisted of Cell-fusing agent virus-like sequences specific to Thailand. The remaining clusters did not have a geographic association and mostly consisted of near identical short sequences without strong similarity to any known flaviviral genomes. The short read sequencing data did not permit us to determine whether identified sequences were extrachromosomal or integrated into Ae. aegypti chromosomes. Our results suggest that Liverpool strain and field Ae. aegypti mosquitoes have a similar variety of conserved flaviviral DNA, whose functional role should be investigated in follow-up studies.

摘要

黄病毒是一组多样化的 RNA 病毒,包括寨卡、登革热和黄热病的病原体,这些病毒通过蚊子传播。黄病毒不编码逆转录酶,也不能将 RNA 逆转录成 DNA,但黄病毒的 DNA 序列既存在于埃及伊蚊的染色体中,也存在于染色体外序列中。我们之前已经检查了埃及伊蚊的参考基因组,以鉴定黄病毒的整合,并分析了这些序列在全球 10 个国家的 464 只埃及伊蚊全基因组数据中的保守性。在这里,我们通过独立于埃及伊蚊参考组装来识别这些样本中的黄病毒序列,从而扩展了这项分析。我们的目的是确定完整的病毒序列集,包括参考基因组中不存在的序列及其地理分布。我们使用 BLASTn 对鉴定出的序列进行了比较,并应用机器学习方法来识别相似序列的聚类。除了与我们之前描述的四个病毒整合事件相对应的序列聚类外,我们还鉴定出了 19 个较小的聚类。唯一与强烈地理关联的聚类是特定于泰国的细胞融合剂病毒样序列。其余聚类没有地理关联,主要由几乎相同的短序列组成,与任何已知的黄病毒基因组没有很强的相似性。短读测序数据不能确定鉴定出的序列是染色体外的还是整合到埃及伊蚊染色体中的。我们的结果表明,利物浦株和现场埃及伊蚊蚊子具有相似的多样化保守黄病毒 DNA,其功能作用应在后续研究中进行调查。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f9b2/10403824/e247d059e8a3/13071_2023_5898_Fig1_HTML.jpg

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