Section for Genetics and Evolutionary Biology (Evogene, Department of Biosciences, University of Oslo, Oslo, Norway.
Naturalis Biodiversity Center, RA Leiden, The Netherlands.
Mol Ecol Resour. 2021 May;21(4):1141-1148. doi: 10.1111/1755-0998.13329. Epub 2021 Feb 18.
DNA metabarcoding has become a powerful approach for analysing complex communities from environmental samples, but there are still methodological challenges limiting its full potential. While conserved DNA markers, like 16S and 18S, often are not able to discriminate among closely related species, other more variable markers - like the fungal ITS region, may include considerable intraspecific variation, which can lead to oversplitting of species during DNA metabarcoding analyses. Here we assessed the effects of intraspecific sequence variation in DNA metabarcoding by analysing local populations of eleven fungal species. We investigated the allelic diversity of ITS2 haplotypes using both Sanger sequencing and high throughput sequencing (HTS) coupled with error correction with the software dada2. All the eleven species, except one, included some level of intraspecific variation in the ITS2 region. Overall, we observed a high correspondence between haplotypes generated by Sanger sequencing and HTS, with the exception of a few additional haplotypes detected using either approach. These extra haplotypes, typically occurring in low frequencies, were probably due to PCR and sequencing errors or intragenomic variation in the rDNA region. The presence of intraspecific (and possibly intragenomic) variation in ITS2 suggest that haplotypes (or ASVs) should not be used as basic units in ITS-based fungal community analyses, but an extra clustering step is needed to approach species-level resolution.
DNA 代谢组学已成为分析环境样本中复杂群落的有力方法,但仍存在限制其充分发挥潜力的方法学挑战。虽然保守的 DNA 标记物(如 16S 和 18S)通常无法区分密切相关的物种,但其他更具变异性的标记物(如真菌的 ITS 区)可能包含相当大的种内变异,这可能导致在 DNA 代谢组学分析中物种过度分裂。在这里,我们通过分析十一种真菌的本地种群,评估了 DNA 代谢组学中种内序列变异的影响。我们使用 Sanger 测序和高通量测序(HTS)结合错误校正软件 dada2 来研究 ITS2 单倍型的等位基因多样性。除了一种外,所有十一种物种在 ITS2 区域都存在一定程度的种内变异。总体而言,我们观察到 Sanger 测序和 HTS 生成的单倍型之间具有高度一致性,除了两种方法都检测到的少数额外单倍型。这些额外的单倍型,通常以低频率出现,可能是由于 PCR 和测序错误或 rDNA 区域的种内变异所致。ITS2 中存在种内(可能还有种内)变异表明,在基于 ITS 的真菌群落分析中,单倍型(或 ASVs)不应作为基本单位使用,而是需要额外的聚类步骤来达到种水平的分辨率。