ITS alchemy: On the use of ITS as a DNA marker in fungal ecology

IF 1.9 3区 环境科学与生态学 Q3 ECOLOGY Fungal Ecology Pub Date : 2023-10-01 DOI:10.1016/j.funeco.2023.101274
Håvard Kauserud
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引用次数: 4

Abstract

High throughput sequencing of PCR amplicons derived from environmental DNA (aka DNA metabarcoding) has become an integral part of fungal ecology, enabling in-depth characterization of fungal communities. In most cases, the rDNA Internal Transcribed Spacer (ITS) region, which has a long history as a target in fungal systematics, is used as a DNA barcode marker. Despite improvements in sequencing techniques and bioinformatics approaches, there are inherent limitations associated with the use of a single-locus DNA marker that are often ignored. In this text, I discuss both inherent biological and methodological limitations associated with the use of the ITS marker. For example, proper species delimitation is often not possible with a single marker, and a significant DNA barcoding gap (i.e. interspecific divergence) is often missing between sister taxa in ITS. Further, we can rarely be fully confident about the assigned species-level taxonomy based on available reference sequences. In addition to the inherent limitations, an extra layer of complexity and variation is blended into DNA metabarcoding data due to PCR and sequencing errors that may look similar to natural molecular variation. The bioinformatics processing of ITS amplicons must take into account both the basic properties of the ITS region, as well as the generated errors and biases. In this regard, we cannot adopt approaches and settings from other markers, such as 16S and 18S, blindly. For example, due to intraspecific variability in the ITS region, and sometimes intragenomic variability, ITS sequences must be clustered to approach species level resolution in community studies. Therefore, I argue that the concept of amplicon sequence variants (ASVs) is not applicable. Although the ITS region is by far the best option as a general DNA (meta)barcoding marker for fungi, this contribution is meant to remind against a naive or simplistic use of the ITS region, and for stimulating further discussions.

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ITS的炼金术:ITS作为DNA标记物在真菌生态学中的应用
来源于环境DNA的PCR扩增子的高通量测序(又名DNA代谢编码)已成为真菌生态学的一个组成部分,能够深入表征真菌群落。在大多数情况下,rDNA内部转录间隔区(ITS)区域被用作DNA条形码标记,它在真菌系统学中作为靶标有着悠久的历史。尽管测序技术和生物信息学方法有所改进,但使用单一基因座DNA标记存在固有的局限性,这些局限性往往被忽视。在本文中,我讨论了与ITS标记物的使用相关的固有生物学和方法学限制。例如,使用单个标记通常不可能进行正确的物种划界,ITS中的姐妹分类群之间通常缺少显著的DNA条形码差距(即种间差异)。此外,我们很少能对基于可用参考序列的指定物种级分类学充满信心。除了固有的局限性外,由于PCR和测序错误,DNA代谢编码数据中还混合了一层额外的复杂性和变异,这些错误看起来可能与自然分子变异相似。ITS扩增子的生物信息学处理必须考虑ITS区域的基本特性,以及产生的误差和偏差。在这方面,我们不能盲目地采用其他标记的方法和设置,如16S和18S。例如,由于ITS区域的种内变异,有时还有基因组内变异,必须对ITS序列进行聚类,以接近群落研究中物种水平的分辨率。因此,我认为扩增子序列变体(ASVs)的概念是不适用的。尽管ITS区域是迄今为止真菌通用DNA(元)条形码标记的最佳选择,但这一贡献旨在提醒人们不要天真或简单地使用ITS区域,并促进进一步的讨论。
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来源期刊
Fungal Ecology
Fungal Ecology 环境科学-生态学
CiteScore
5.80
自引率
3.40%
发文量
51
审稿时长
3 months
期刊介绍: Fungal Ecology publishes investigations into all aspects of fungal ecology, including the following (not exclusive): population dynamics; adaptation; evolution; role in ecosystem functioning, nutrient cycling, decomposition, carbon allocation; ecophysiology; intra- and inter-specific mycelial interactions, fungus-plant (pathogens, mycorrhizas, lichens, endophytes), fungus-invertebrate and fungus-microbe interaction; genomics and (evolutionary) genetics; conservation and biodiversity; remote sensing; bioremediation and biodegradation; quantitative and computational aspects - modelling, indicators, complexity, informatics. The usual prerequisites for publication will be originality, clarity, and significance as relevant to a better understanding of the ecology of fungi.
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