Metabarcoding of a mock community of soil invertebrates: DNA extraction, false positives, and data filtration

IF 2 3区 农林科学 Q3 ECOLOGY
Ivan V. Sotnikov , Maxim V. Vecherskii , Vladimir S. Cheptsov , Alexei V. Tiunov
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引用次数: 0

Abstract

Metabarcoding is a powerful tool widely used to analyze soil communities but methodological difficulties can introduce biases, resulting in inaccurate estimation of species diversity. We evaluated five DNA extraction methods, two PCR programs, and three post-bioinformatic processing techniques (multiple databases, filtering based on the level of similarity and on the number of reads obtained) using a mock community of soil invertebrates containing 24 species, 23 genera, and 15 families of arthropods and annelids. The choice of DNA extraction kit significantly influenced the accuracy of the metabarcoding results. Kits developed for the isolation of DNA from soil and alkaline lysis without purification showed worse results compared to those designed for isolating DNA from tissues. In the best variant of sample processing, metabarcoding yielded correct identification of 67 % species and 94 % families. Post-bioinformatic filtering dramatically increased the proportion of true positives achieving 100 % at the family, over 73 % at the genus, and more than 60 % at the species level. Thus, an acceptable level of accuracy may be achieved in field surveys with relatively little time and effort.
模拟土壤无脊椎动物群落的元条形码:DNA提取,假阳性和数据过滤
元条形码是一种被广泛用于土壤群落分析的强大工具,但方法上的困难会导致偏差,导致物种多样性估计不准确。我们评估了五种DNA提取方法、两种PCR程序和三种后生物信息学处理技术(多个数据库,基于相似性水平和获得的读取数进行过滤),使用了一个模拟的土壤无脊椎动物群落,包含24种、23属、15科的节肢动物和环节动物。DNA提取试剂盒的选择显著影响元条形码结果的准确性。与从组织中分离DNA的试剂盒相比,用于从土壤中分离DNA和未经纯化的碱性裂解的试剂盒显示出更差的结果。在样品处理的最佳变体中,元条形码获得了67 %种和94 %科的正确鉴定。后生物信息学过滤显著提高了真阳性比例,在科水平上达到100 %,在属水平上超过73 %,在种水平上超过60 %。因此,在实地调查中可以用相对较少的时间和精力达到可接受的精度水平。
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来源期刊
Pedobiologia
Pedobiologia 环境科学-生态学
CiteScore
4.20
自引率
8.70%
发文量
38
审稿时长
64 days
期刊介绍: Pedobiologia publishes peer reviewed articles describing original work in the field of soil ecology, which includes the study of soil organisms and their interactions with factors in their biotic and abiotic environments. Analysis of biological structures, interactions, functions, and processes in soil is fundamental for understanding the dynamical nature of terrestrial ecosystems, a prerequisite for appropriate soil management. The scope of this journal consists of fundamental and applied aspects of soil ecology; key focal points include interactions among organisms in soil, organismal controls on soil processes, causes and consequences of soil biodiversity, and aboveground-belowground interactions. We publish: original research that tests clearly defined hypotheses addressing topics of current interest in soil ecology (including studies demonstrating nonsignificant effects); descriptions of novel methodological approaches, or evaluations of current approaches, that address a clear need in soil ecology research; innovative syntheses of the soil ecology literature, including metaanalyses, topical in depth reviews and short opinion/perspective pieces, and descriptions of original conceptual frameworks; and short notes reporting novel observations of ecological significance.
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