Environmental RNA/DNA Metabarcoding for Ecological Risk Assessment of Chemicals Based on Response of Benthic Communities in Natural Environments
Inoue, Y.; Miyata, K.; Yamane, M.; Honda, H.
Show abstract
To achieve the current Nature Positive goals, it is important to identify the effects of chemicals on ecosystems and strategically reduce their risks. We therefore estimated the safe concentration (SC) of linear alkylbenzene sulfonate (LAS) by investigating the relationship between benthic communities detected via environmental RNA (eRNA) and environmental DNA (eDNA) metabarcoding and the water quality in a river contaminated with LAS. Non-metric multidimensional scaling of benthic communities detected via eRNA indicated significant differences between contaminated and non-contaminated sites, and redundancy analysis showed significant correlation between the benthic communities and LAS concentration. These results demonstrate that eRNA is more sensitive than eDNA for capturing the community changes that result from LAS contamination. No significant differences were observed in biodiversity indices between the highest LAS concentration site and non-contaminated site; thus, the SC was estimated at >47 {micro}g/L. The results suggest that, although hazard assessment using the assessment factor (AF) leads to conservative estimation of the effects of chemicals because the predicted no-effect concentration in previous studies is lower than the SC, hazard assessment based on the response of biological communities using eRNA metabarcoding can refine such ecological assessments, developing the environmental management standards to achieve nature-positive goals.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- New drinking water genome catalog identifies a globally distributed bacterial genus adapted to disinfected drinking water systems. 95%
- Benchmarking concentration and direct extraction methods for wastewater-based surveillance of eight human respiratory viruses: implications for rapid application to novel pathogens 95%
- Extended spectrum β-lactamase and carbapenemase genes are substantially and sequentially reduced during conveyance and treatment of urban sewage 95%
Similar papers in this journal
- Mitigation of Antimicrobial Resistance Genes in Greywater Treated at Household Level 97%
- Development and application of a metabolomic tool to assess exposure of an estuarine amphipod to pollutants in the environment 96%
- Impact of exogenous nitrogen on cyanobacterial abundance and community in oil-contaminated sediment mesocosms 95%
Similar papers in this journal
- Multi-marker DNA metabarcoding detects suites of environmental gradients from an urban harbour 96%
- Illumina iSeq 100 and MiSeq exhibit similar performance in freshwater fish environmental DNA metabarcoding 95%
- Monitoring fish communities through environmental DNA metabarcoding in the fish pass system of the second largest hydropower plant in the world 95%
Similar papers in this journal
- A novel method to isolate free-floating extracellular DNA from wastewater for quantitation and metagenomic profiling of mobile genetic elements and antibiotic resistance genes 96%
- Microbiome, resistome and mobilome of chlorine-free drinking water treatment systems 96%
- Impact of sulfamethoxazole on a riverine microbiome 95%
Similar papers in this journal
- Degradation modeling of water environmental DNA: Experiments on multiple DNA sources in pond and seawater 96%
- Explainable Multimodal Machine Learning Using Combined Environmental DNA and Biogeographic Features for Ecosystem Biomonitoring 95%
- Applying environmental DNA metabarcoding to calculate an index of biotic integrity for freshwater fish 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.