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牛津纳米孔文库制备试剂盒的偏差及其对微生物组和基因组分析的影响。

Biases from Oxford Nanopore library preparation kits and their effects on microbiome and genome analysis.

作者信息

Chen Ziming, Ong Chian Teng, Nguyen Loan To, Lamb Harrison J, González-Recio O, Gutiérrez-Rivas M, Meale Sarah J, Ross Elizabeth M

机构信息

Queensland Alliance for Agriculture and Food Innovation, University of Queensland, St. Lucia, QLD, 4072, Australia.

Departamento de Mejora Genética Animal, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria, INIA-CSIC, Madrid, 28040, Spain.

出版信息

BMC Genomics. 2025 May 19;26(1):504. doi: 10.1186/s12864-025-11649-z.

Abstract

BACKGROUND

Oxford Nanopore sequencing is a long-read sequencing technology that does not rely on a polymerase to generate sequence data. Sequencing library preparation methods used in Oxford Nanopore sequencing rely on the addition of a motor protein bound to an adapter sequence, which is added either using ligation-based methods (ligation sequencing kit), or transposase-based methods (rapid sequencing kit). However, these methods have enzymatic steps that may be susceptible to motif bias, including the underrepresentation of adenine-thymine (AT) sequences due to ligation and biases from transposases. This study aimed to compare the recognition motif and relative interaction frequencies of these library preparation methods and assess their effects on relative sequencing coverage, microbiome, and methylation profiles. The impacts of DNA extraction kits and basecalling models on microbiome analysis were also investigated.

RESULTS

By using sequencing data generated by the ligation and rapid library kits, we identified the recognition motif (5'-TATGA-3') consistent with MuA transposase in the rapid kit and low frequencies of AT in the sequence terminus of the ligation kit. The rapid kit showed reduced yield in regions with 40-70% guanine-cytosine (GC) contents, while the ligation kit showed relatively even coverage distribution in areas with various GC contents. Due to longer reads, ligation kits showed increased taxonomic classification efficiency compared to the rapid protocols. Rumen microbial profile at different taxonomic levels and mock community profile showed significant variation due to the library preparation method used. The ligation kit outperformed the rapid kit in subsequent bacterial DNA methylation statistics, although there were no significant differences.

CONCLUSIONS

Our findings indicated that careful and consistent library preparation method selection is essential for quantitative methods such as bovine-related microbiome analysis due to the systematic bias induced by the enzymatic reactions in Oxford Nanopore library preparation.

摘要

背景

牛津纳米孔测序是一种长读长测序技术,不依赖聚合酶来生成序列数据。牛津纳米孔测序中使用的测序文库制备方法依赖于添加与接头序列结合的马达蛋白,该蛋白可通过基于连接的方法(连接测序试剂盒)或基于转座酶的方法(快速测序试剂盒)添加。然而,这些方法存在酶促步骤,可能容易受到基序偏差的影响,包括由于连接导致的腺嘌呤 - 胸腺嘧啶(AT)序列代表性不足以及转座酶的偏差。本研究旨在比较这些文库制备方法的识别基序和相对相互作用频率,并评估它们对相对测序覆盖度、微生物组和甲基化谱的影响。还研究了DNA提取试剂盒和碱基识别模型对微生物组分析的影响。

结果

通过使用连接文库试剂盒和快速文库试剂盒生成的测序数据,我们在快速试剂盒中鉴定出与MuA转座酶一致的识别基序(5'-TATGA-3'),并且在连接试剂盒的序列末端发现AT频率较低。快速试剂盒在鸟嘌呤 - 胞嘧啶(GC)含量为40 - 70%的区域产量降低,而连接试剂盒在不同GC含量区域的覆盖度分布相对均匀。由于读长较长,与快速方案相比,连接试剂盒显示出更高的分类效率。由于使用的文库制备方法不同,不同分类水平的瘤胃微生物谱和模拟群落谱显示出显著差异。尽管没有显著差异,但在后续细菌DNA甲基化统计中,连接试剂盒优于快速试剂盒。

结论

我们的研究结果表明,由于牛津纳米孔文库制备中的酶促反应会引起系统偏差,因此对于牛相关微生物组分析等定量方法,谨慎且一致地选择文库制备方法至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5ebb/12090612/35e41e3f02f9/12864_2025_11649_Fig1_HTML.jpg

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