Abstract

AbstractWhile previous studies have highlighted the potential of DNA‐based methods for the biomonitoring of freshwater macroinvertebrates, a limited number have investigated homogenization of bulk samples that include debris, in order to reduce sample‐processing costs. This study explores the use of several DNA‐based survey methods for water quality and biodiversity assessment in South Africa, comparing morphological and molecular‐based identification of freshwater macroinvertebrates at the family level and the level of molecular operational taxonomic units (mOTUs). Seven sites were studied across three rivers with four different sample types collected per site: a standard SASS biomonitoring sample split into a picked sample (also used for morphological identification) and a leftover debris sample; a more intensive‐search comprehensive sample; and a filtered water eDNA sample. DNA‐based methods recovered higher diversity than morphology, but did not always recover the same taxa, even at the family level. Regardless of the differences in SASS taxon scores, most DNA‐based methods, except a few eDNA samples, returned the same water quality assessment category as the standard morphology‐based assessment. Homogenized comprehensive samples recovered more freshwater invertebrate diversity than all other methods, suggesting the standardized SASS method overlooks taxa. The eDNA samples recovered more diversity than any other method; however, 90% of the reads were nontarget and as a result eDNA recovered the lowest target (macroinvertebrate) diversity. However, eDNA did find some target taxa that all other methods failed to detect. This study shows that unsorted bulk samples have the potential to be used for water quality biomonitoring, providing higher diversity estimates for macroinvertebrates than either SASS picked or eDNA samples. These results also show the value of incorporating DNA‐based approaches into existing South African metrics, providing additional taxonomic resolution to develop more refined metrics for biodiversity management.

Highlights

  • While large proportions of global biodiversity remain unknown (Stork, 2018), freshwater ecosystems are among the most threatened, due to global climate change (Bates, Kundzewicz, Wu, & Palutikof, 2008) and severe pressure from other anthropogenic impacts (Dallas & Rivers-Moore, 2014)

  • Four main aims were investigated: (1) How do DNA-based methods compare in taxon recovery at both family and molecular operational taxonomic units (mOTUs) levels; (2) how does molecular identification of SASS samples compare with traditional morphological identification; (3) how do DNA-based methods compare to traditional SASS water quality assessment; and (4) how does DNA-based mOTU recovery reflect known species recorded from the region

  • We found that the comprehensive sampling method, including whole sample homogenization, recovered the highest number of target taxa and the highest number of unique target taxa at both the mOTU and family levels, while our environmental DNA (eDNA) sampling and processing method found the most mOTUs overall but the fewest target taxa (Figures 4 and 6)

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Summary

| INTRODUCTION

While large proportions of global biodiversity remain unknown (Stork, 2018), freshwater ecosystems are among the most threatened, due to global climate change (Bates, Kundzewicz, Wu, & Palutikof, 2008) and severe pressure from other anthropogenic impacts (Dallas & Rivers-Moore, 2014). While biological monitoring using freshwater macroinvertebrates is used worldwide, the indices are used at various taxon levels, with many indices only using family (or broader) levels of identification (e.g., South Africa: Dickens & Graham, 2002; Tanzania: Kaaya, Day, & Dallas, 2015; Namibia: Palmer & Taylor, 2004) Such coarse taxonomic resolution has been shown to overlook the varying environmental tolerances that occur at generic or species levels, which can be used to make more well-informed water management decisions (e.g., Barber-James & Pereira-da-Conceicoa, 2016; Macher et al, 2016). Four main aims were investigated: (1) How do DNA-based methods (picked SASS, leftover SASS, comprehensive sample or eDNA) compare in taxon recovery at both family and mOTU levels; (2) how does molecular identification of SASS samples (either picked or leftovers) compare with traditional morphological identification; (3) how do DNA-based methods compare to traditional SASS water quality assessment; and (4) how does DNA-based mOTU recovery reflect known species recorded from the region

| MATERIALS AND METHODS
Ex replicates
| DISCUSSION
| Limitations and future considerations
Findings
| CONCLUSIONS
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