Statistical design approach enables optimised mechanical lysis for enhanced long-read soil metagenomics.

IF 3.8 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Scientific Reports Pub Date : 2024-11-22 DOI:10.1038/s41598-024-80584-y
Daniel G Barber, Harry T Child, Gabrielle R Joslin, Lucy Wierzbicki, Richard K Tennant
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Abstract

Metagenomic analysis has enabled insights into soil community structure and dynamics. Long-read sequencing for metagenomics can enhance microbial ecology by improving taxonomic classification, genome assembly, and functional annotation. However, protocols for purifying high-molecular weight DNA from soil are not yet optimised. We used a statistical design of experiments approach to enhance mechanical lysis of soil samples, increasing the length of purified DNA fragments. Low energy input into mechanical lysis improved DNA integrity, resulting in longer sequenced reads. Our optimized settings of 4 m s-1 for 10 s increased fragment length by 70% compared to the manufacturer's recommendations. Longer reads from low intensity lysis produced longer contiguous sequences after assembly, potentially improving a range of down-stream analyses. Importantly, there was minimal bias exhibited in the microbial community composition due to lysis efficiency variations. We therefore propose a framework for improving the fragment lengths of DNA purified from diverse soil types, improving soil science research with long-read sequencing.

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统计设计方法可优化机械裂解,增强长读数土壤元基因组学。
元基因组分析有助于深入了解土壤群落结构和动态。用于元基因组学的长读数测序可以改进分类、基因组组装和功能注释,从而提高微生物生态学的水平。然而,从土壤中纯化高分子量 DNA 的方案尚未得到优化。我们采用统计实验设计方法来提高土壤样本的机械裂解率,从而增加纯化 DNA 片段的长度。在机械裂解过程中输入低能量可提高 DNA 的完整性,从而获得更长的测序读数。与制造商的建议相比,我们的优化设置为 4 m s-1 10 秒,片段长度增加了 70%。低强度裂解产生的更长读数在组装后能产生更长的连续序列,从而可能改善一系列下游分析。重要的是,由于裂解效率的不同,微生物群落组成的偏差极小。因此,我们提出了一个改进从不同土壤类型中纯化的 DNA 片段长度的框架,从而利用长序列测序改进土壤科学研究。
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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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