Abstract

Benthic macrofauna is regularly used in monitoring programmes, however the vast majority of benthic eukaryotic biodiversity lies mostly in microscopic organisms, such as meiofauna (invertebrates<1mm) and protists, that rapidly responds to environmental change. These communities have traditionally been hard to sample and handle in the laboratory, but DNA sequencing has made such work less time consuming. While DNA sequencing captures both alive and dead organisms, environmental RNA (eRNA) better targets living organisms or organisms of recent origin in the environment. Here, we assessed the biodiversity of three known bioindicator microeukaryote groups (nematodes, foraminifera, and ciliates) in sediment samples collected at seven coastal sites along an organic carbon (OC) gradient. We aimed to investigate if eRNA shotgun sequencing can be used to simultaneously detect differences in (i) biodiversity of multiple microeukaryotic communities; and (ii) functional feeding traits of nematodes. Results showed that biodiversity was lower for nematodes and foraminifera in high OC (6.2%-6.9%), when compared to low OC sediments (1.2%-2.8%). Dissimilarity in community composition increased for all three groups between Low OC and High OC, as well as the classified feeding type of nematode genera (with more nonselective deposit feeders in high OC sediment). High relative abundant genera included nematode Sabatieria and foraminifera Elphidium in high OC, and Cryptocaryon-like ciliates in low OC sediments. Considering that future sequencing technologies are likely to decrease in cost, the use of eRNA shotgun sequencing to assess biodiversity of benthic microeukaryotes could be a powerful tool in recurring monitoring programmes.

Highlights

  • Biodiversity is decreasing globally due to human alteration and pollution of terrestrial and aquatic environments (Brondizio, Settele, Díaz, & Ngo, 2019)

  • The maturity index calculated from classified Nematoda genera showed no difference between High organic carbon (OC) and Low OC stations (1.9 ± 0.1 maturity index for all samples, one-way ANOVA test, Data S7)

  • Looking closer at the classified feeding type of the nematodes the Genera classified as nonselective deposit feeders (1b, following the classification systems by Wieser [1953]) had a significantly higher number of reads in the High OC stations when compared to Low OC (log2 fold change 1.79, DESeq2 analysis, false discovery rate (FDR)

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Summary

| INTRODUCTION

Biodiversity is decreasing globally due to human alteration and pollution of terrestrial and aquatic environments (Brondizio, Settele, Díaz, & Ngo, 2019). The aim was to investigate if eRNA shotgun sequencing, without any sieving or sorting of samples (i.e., bulk sediment), could be used to detect differences in biodiversity of multiple microeukaryotic communities for biomonitoring purposes This is possible because this method is not based on amplification of known markers and avoids common limitations of metabarcoding such as: (a) PCR primers only targeting certain species; (b) amplifying certain species more than others, and (c) the amount of cycles and type of polymerase used has been shown to influence diversity and community composition (Kelly et al, 2019; Nichols et al, 2018). The Gulf of Finland is a well-suited system to investigate if a similar heterogeneity exists in active microeukaryotic communities

| MATERIALS AND METHODS
Cercozoa
Findings
| DISCUSSION

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