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DNA提取和宿主去除方法对生物体液中的细菌检测有显著影响,并可能产生偏差。

DNA Extraction and Host Depletion Methods Significantly Impact and Potentially Bias Bacterial Detection in a Biological Fluid.

作者信息

Ganda Erika, Beck Kristen L, Haiminen Niina, Silverman Justin D, Kawas Ban, Cronk Brittany D, Anderson Renee R, Goodman Laura B, Wiedmann Martin

机构信息

Department of Food Science, Cornell University, Ithaca, New York, USA.

Consortium for Sequencing the Food Supply Chain, San Jose, California, USA.

出版信息

mSystems. 2021 Jun 29;6(3):e0061921. doi: 10.1128/mSystems.00619-21. Epub 2021 Jun 15.

DOI:10.1128/mSystems.00619-21
PMID:34128697
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8574158/
Abstract

Untargeted sequencing of nucleic acids present in food can inform the detection of food safety and origin, as well as product tampering and mislabeling issues. The application of such technologies to food analysis may reveal valuable insights that are simply unobtainable by targeted testing, leading to the efforts of applying such technologies in the food industry. However, before these approaches can be applied, it is imperative to verify that the most appropriate methods are used at every step of the process: gathering of primary material, laboratory methods, data analysis, and interpretation. The focus of this study is on gathering the primary material, in this case, DNA. We used bovine milk as a model to (i) evaluate commercially available kits for their ability to extract nucleic acids from inoculated bovine milk, (ii) evaluate host DNA depletion methods for use with milk, and (iii) develop and evaluate a selective lysis-propidium monoazide (PMA)-based protocol for host DNA depletion in milk. Our results suggest that magnetically based nucleic acid extraction methods are best for nucleic acid isolation of bovine milk. Removal of host DNA remains a challenge for untargeted sequencing of milk, highlighting the finding that the individual matrix characteristics should always be considered in food testing. Some reported methods introduce bias against specific types of microbes, which may be particularly problematic in food safety, where the detection of Gram-negative pathogens and hygiene indicators is essential. Continuous efforts are needed to develop and validate new approaches for untargeted metagenomics in samples with large amounts of DNA from a single host. Tracking the bacterial communities present in our food has the potential to inform food safety and product origin. To do so, the entire genetic material present in a sample is extracted using chemical methods or commercially available kits and sequenced using next-generation platforms to provide a snapshot of the microbial composition. Because the genetic material of higher organisms present in food (e.g., cow in milk or beef, wheat in flour) is around 1,000 times larger than the bacterial content, challenges exist in gathering the information of interest. Additionally, specific bacterial characteristics can make them easier or harder to detect, adding another layer of complexity to this issue. In this study, we demonstrate the impact of using different methods for the ability to detect specific bacteria and highlight the need to ensure that the most appropriate methods are being used for each particular sample.

摘要

对食品中存在的核酸进行非靶向测序有助于检测食品安全、食品来源以及产品篡改和标签错误问题。将此类技术应用于食品分析可能会揭示一些通过靶向检测根本无法获得的有价值的见解,从而促使人们努力将这些技术应用于食品行业。然而,在应用这些方法之前,必须确保在过程的每一步都使用了最合适的方法:原始材料的收集、实验室方法、数据分析和解释。本研究的重点是原始材料的收集,在这种情况下是DNA。我们以牛乳为模型,(i)评估市售试剂盒从接种牛乳中提取核酸的能力,(ii)评估用于牛乳的宿主DNA去除方法,以及(iii)开发并评估一种基于选择性裂解-单叠氮碘化丙啶(PMA)的牛乳宿主DNA去除方案。我们的结果表明,基于磁性的核酸提取方法最适合牛乳核酸的分离。去除宿主DNA仍然是牛乳非靶向测序面临的一个挑战,这突出表明在食品检测中应始终考虑个体基质特征。一些报道的方法会对特定类型的微生物产生偏差,这在食品安全中可能尤其成问题,因为革兰氏阴性病原体和卫生指标的检测至关重要。需要持续努力开发和验证针对来自单一宿主的大量DNA样本的非靶向宏基因组学新方法。追踪我们食品中存在的细菌群落有可能为食品安全和产品来源提供信息。为此,使用化学方法或市售试剂盒提取样本中存在的全部遗传物质,并使用下一代平台进行测序,以提供微生物组成的快照。由于食品中存在的高等生物的遗传物质(如牛奶或牛肉中的牛、面粉中的小麦)比细菌含量大约1000倍,因此在收集感兴趣的信息方面存在挑战。此外,特定细菌的特性可能使其更容易或更难检测,这给这个问题又增加了一层复杂性。在本研究中,我们展示了使用不同方法对检测特定细菌能力的影响,并强调了确保针对每个特定样本使用最合适方法的必要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb7b/8574158/fcf1020d0ab8/msystems.00619-21-f007.jpg
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2
Host DNA depletion efficiency of microbiome DNA enrichment methods in infected tissue samples.微生物组 DNA 富集方法在感染组织样本中对宿主 DNA 的去除效率。
J Microbiol Methods. 2020 Mar;170:105856. doi: 10.1016/j.mimet.2020.105856. Epub 2020 Jan 30.
3
Food authentication from shotgun sequencing reads with an application on high protein powders.
两种病原体富集方法用于下一代测序诊断下呼吸道感染的临床评估
Microbiol Spectr. 2025 Jul;13(7):e0092225. doi: 10.1128/spectrum.00922-25. Epub 2025 Jun 11.
4
Evaluation of DNA extraction kits for long-read shotgun metagenomics using Oxford Nanopore sequencing for rapid taxonomic and antimicrobial resistance detection.评估基于 Oxford Nanopore 测序的长读段 shotgun 宏基因组学的 DNA 提取试剂盒,用于快速进行分类和抗菌药物耐药性检测。
Sci Rep. 2024 Nov 27;14(1):29531. doi: 10.1038/s41598-024-80660-3.
5
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mSystems. 2024 Nov 19;9(11):e0084024. doi: 10.1128/msystems.00840-24. Epub 2024 Oct 10.
6
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mSystems. 2024 Jun 18;9(6):e0115823. doi: 10.1128/msystems.01158-23. Epub 2024 May 24.
7
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5
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