A simple method for preserving environmental DNA in water samples at ambient temperature by addition of cationic surfactant

Environmental DNA (eDNA) analysis is a powerful tool within ecology for the study of the distribution or abundance of aquatic species, although the simplification of water sampling is required for enabling light and fast field sampling to expand further application of eDNA analysis. Here, certain candidate chemicals belonging to the group of cationic surfactants were examined for their effectiveness as preservatives for eDNA water samples by simply adding the chemicals to water samples to suppress the degradation of eDNA. The quaternary ammonium compound benzalkonium chloride (BAC) at a final concentration of 0.01% was effective to retain 92% of eDNA derived from the bluegill sunfish Lepomis macrochirus in an 8-h incubation test at ambient temperature, which assumed a transportation of water samples in 1-day field sampling during the daytime. Meanwhile, eDNA in water samples without BAC retained only 14% of the initial eDNA. Moreover, an additional long-term incubation test (up to 10 days) revealed BAC-treated samples retained ~70 and 50% of bluegill DNA compared to the initial amount after 1- and 10-day incubation at ambient temperature, respectively. Meanwhile, eDNA in naïve samples reduced to 20% after 1-day incubation and reached undetectable levels after 10 days. Up to now, many eDNA studies have adopted on-site filtration followed by filter fixation, which requires many pieces of equipment. Addition of BAC can protect eDNA in water samples with less effort and equipment resulting in an increase of measurement accuracy of the eDNA quantity and detection probability of rare species by preventing the disappearance of rare sequences in water samples.     

Simple extraction and analysis of environmental DNA using glass fibers in suspension form

Limnology - A simple environmental DNA (eDNA) filtration and extraction method that can be implemented on-site from water sampling to analysis was developed. In suspended glass fiber (SGF) method,...     

Effects of water pH and proteinase K treatment on the yield of environmental DNA from water samples

Environmental DNA (eDNA) analysis has recently been applied to the study of aquatic macroorganisms. In most studies, sample water was filtered and the extracted DNA from the residues on the filter used for the following molecular analysis to detect species of interest. This quick, new biomonitoring method has received broad attention, but some unknowns remain, such as the eDNA yield in relation to water quality. Previous studies suggest that eDNA is composed of various forms, such as the free-floating naked form and in organelles and cells. Therefore, the eDNA yield in the filtration and extraction steps might change depending on the composition of eDNA. Especially the filtration efficiency of free-floating DNA would be affected by the electrical effect of water pH. In this study, not only the free-floating naked DNA, but also all DNA fragments released from the organisms and contained in the water were defined as eDNA, including cells and organelles. We examined (1) the effect of water pH on the eDNA yield at filtration and (2) the effect of proteinase K treatment on the extraction efficiency of DNA from filter samples, with consideration of the variety of the eDNA forms in water. In a laboratory experiment using the purified DNA of common carp (Cyprinus carpio carpio) spiked into ultrapure water, the water pH and DNA yield showed a negative relationship within the pH range of 5–9, that is, the DNA yield was higher in acidic conditions, plausibly because of pH-dependent adsorption onto the glass fiber filter at the filtration step. In case the field water contained eDNA derived from the inhabiting common carp and the purified DNA of ayu (Plecoglossus altivelis altivelis) spiked in the sample as an internal standard, adjustment of the pH to 5 prior to filtration did not increase the eDNA yield of common carp, and the spiked ayu DNA was not detected at all. During the DNA extraction step, a standard protocol including proteinase K treatment marked higher DNA yield than that without proteinase K treatment. Overall, the present results indicate successful collection of eDNA using filters without any special attention to the pH of the sample water, and a conventional protocol with proteinase K treatment is appropriate for eDNA recovery.     

Environmental DNA quantification in a spatial and temporal context: a case study examining the removal of brook trout from a high alpine basin

Analysis of aquatic environmental DNA (eDNA) is a promising tool to determine species distribution, abundance, and biomass. Understanding how the amount of eDNA collected is affected by spatial and temporal processes needs to become better understood before eDNA quantification can be used in species management. In this study, we analyzed how the amount of eDNA changed across space and time in a high mountain basin where nonnative fish were being removed. We sampled from restoration (sites with fish removal activities; n?=?6) and control sites (sites with no fish removal activities where fish were present; n?=?3) and found the number and biomass of fish removed were related to the quantities of DNA collected and not related to site position within the drainage. Our results indicate that the amount of eDNA collected in an open system can provide an index of population size despite inherent complications of analyzing a spatially connected and temporally dynamic watershed. However, there are complications when applying these methods in species management: (1) small increases in eDNA density corresponded to large increases in trout density; (2) eDNA and traditional field techniques disproportionately target certain life stages, complicating comparisons between techniques; and (3) eDNA index values may need to be calibrated when sampling different species, life stages, environments, and habitats. We call for further research before this process can be used in a management context.     

Environmental DNA as a ‘Snapshot’ of Fish Distribution: A Case Study of Japanese Jack Mackerel in Maizuru Bay,Sea of Japan

Recent studies in streams and ponds have demonstrated that the distribution and biomass of aquatic organisms can be estimated by detection and quantification of environmental DNA (eDNA). In more open systems such as seas, it is not evident whether eDNA can represent the distribution and biomass of aquatic organisms because various environmental factors (e.g., water flow) are expected to affect eDNA distribution and concentration. To test the relationships between the distribution of fish and eDNA, we conducted a grid survey in Maizuru Bay, Sea of Japan, and sampled surface and bottom waters while monitoring biomass of the Japanese jack mackerel (Trachurus japonicus) using echo sounder technology. A linear model showed a high R² value (0.665) without outlier data points, and the association between estimated eDNA concentrations from the surface water samples and echo intensity was significantly positive, suggesting that the estimated spatial variation in eDNA concentration can reflect the local biomass of the jack mackerel. We also found that a best-fit model included echo intensity obtained within 10–150 m from water sampling sites, indicating that the estimated eDNA concentration most likely reflects fish biomass within 150 m in the bay. Although eDNA from a wholesale fish market partially affected eDNA concentration, we conclude that eDNA generally provides a ‘snapshot’ of fish distribution and biomass in a large area. Further studies in which dynamics of eDNA under field conditions (e.g., patterns of release, degradation, and diffusion of eDNA) are taken into account will provide a better estimate of fish distribution and biomass based on eDNA.     

Establishing an environmental DNA method to detect and estimate the biomass of Sakhalin taimen,a critically endangered Asian salmonid

For field ecologists, detecting a target species in the wild is a severe bottleneck to understanding its distribution and population status. Recently, environmental DNA (eDNA) techniques have been developed as a noninvasive monitoring tool for aquatic organisms. While applications of eDNA techniques for biomass estimation have been proposed, little is known about an applicable size range of the organisms, which might affect relationships between biomass and eDNA concentration. Here, we investigated eDNA from Sakhalin taimen (Parahucho perryi), a giant salmonid species of northern Japan. This species is critically endangered and difficult to detect in the wild by conventional sampling methods. Using quantitative real-time PCR, we tested correlations between eDNA concentration and fish density using fish with a wide range of ages and body sizes in aquarium experiments. We found that our new primers and probe were truly species-specific, and that the eDNA concentration was significantly correlated with fish density and body size (p < 0.001). Furthermore, based on our calculation, the eDNA concentrations were rather constant among aquaria with fish in different age and size groups when their total weight was adjusted. These results suggest that eDNA concentrations can be an indicator of biomass of Sakhalin taimen, although further research is needed for its application in natural environments.     

Assessing Environmental DNA Detection in Controlled Lentic Systems

Little consideration has been given to environmental DNA (eDNA) sampling strategies for rare species. The certainty of species detection relies on understanding false positive and false negative error rates. We used artificial ponds together with logistic regression models to assess the detection of African jewelfish eDNA at varying fish densities (0, 0.32, 1.75, and 5.25 fish/m³). Our objectives were to determine the most effective water stratum for eDNA detection, estimate true and false positive eDNA detection rates, and assess the number of water samples necessary to minimize the risk of false negatives. There were 28 eDNA detections in 324, 1-L, water samples collected from four experimental ponds. The best-approximating model indicated that the per-L-sample probability of eDNA detection was 4.86 times more likely for every 2.53 fish/m³ (1 SD) increase in fish density and 1.67 times less likely for every 1.02 C (1 SD) increase in water temperature. The best section of the water column to detect eDNA was the surface and to a lesser extent the bottom. Although no false positives were detected, the estimated likely number of false positives in samples from ponds that contained fish averaged 3.62. At high densities of African jewelfish, 3–5 L of water provided a >95% probability for the presence/absence of its eDNA. Conversely, at moderate and low densities, the number of water samples necessary to achieve a >95% probability of eDNA detection approximated 42–73 and >100 L, respectively. Potential biases associated with incomplete detection of eDNA could be alleviated via formal estimation of eDNA detection probabilities under an occupancy modeling framework; alternatively, the filtration of hundreds of liters of water may be required to achieve a high (e.g., 95%) level of certainty that African jewelfish eDNA will be detected at low densities (i.e., <0.32 fish/m³ or 1.75 g/m³).     

Optimizing techniques to capture and extract environmental DNA for detection and quantification of fish

Few studies have examined capture and extraction methods for environmental DNA (eDNA) to identify techniques optimal for detection and quantification. In this study, precipitation, centrifugation and filtration eDNA capture methods and six commercially available DNA extraction kits were evaluated for their ability to detect and quantify common carp (Cyprinus carpio) mitochondrial DNA using quantitative PCR in a series of laboratory experiments. Filtration methods yielded the most carp eDNA, and a glass fibre (GF) filter performed better than a similar pore size polycarbonate (PC) filter. Smaller pore sized filters had higher regression slopes of biomass to eDNA, indicating that they were potentially more sensitive to changes in biomass. Comparison of DNA extraction kits showed that the MP Biomedicals FastDNA SPIN Kit yielded the most carp eDNA and was the most sensitive for detection purposes, despite minor inhibition. The MoBio PowerSoil DNA Isolation Kit had the lowest coefficient of variation in extraction efficiency between lake and well water and had no detectable inhibition, making it most suitable for comparisons across aquatic environments. Of the methods tested, we recommend using a 1.5 μm GF filter, followed by extraction with the MP Biomedicals FastDNA SPIN Kit for detection. For quantification of eDNA, filtration through a 0.2–0.6 μm pore size PC filter, followed by extraction with MoBio PowerSoil DNA Isolation Kit was optimal. These results are broadly applicable for laboratory studies on carps and potentially other cyprinids. The recommendations can also be used to inform choice of methodology for field studies.     

Early detection of a highly invasive bivalve based on environmental DNA (eDNA)

Management of non-indigenous invasive species (NIS) is challenging owing in part to limitations of early detection and identification. The advent of environmental DNA (eDNA) techniques provides an efficient way to detect NIS when their abundance is extremely low. However, eDNA-based methods often suffer from uncertain detection sensitivity, which requires detailed testing before applying these methods in the field. Here we developed an eDNA tool for early detection of the highly invasive golden mussel, Limnoperna fortunei, based on the mitochondrial cytochrome c oxidase subunit I gene (COI). Further, we tested technical issues, including sampling strategy and detection sensitivity, based on a laboratory experiment. We then applied the method to field samples collected from water bodies in China where this mussel has or is expected to colonize. Results showed that the detection limit varied extensively among our newly developed primer pairs, ranging from 4 × 10^?2 to 4 × 10^?6 ng of total genomic DNA. Laboratory detection was affected by the availability of eDNA (i.e., both mussel abundance and incubation time). Detection capacity was higher in laboratory samples containing re-suspended matter from the bottom layer versus that collected from the surface. Among 25 field sites, detection was 100% at sites with high mussel abundance and as low as 40% at sites with low abundance when tested using our most sensitive primer pair. Early detection of NIS present at low abundance in nature requires not only sensitive primers, but also an optimized sampling strategy to reduce the occurrence of false negatives. Careful selection and detailed testing of primer pairs ensures effective eDNA-based species detection in surveillance and management programs.     

基于环境DNA宏条形码技术的辽东湾典型围海养殖池塘内水母多样性研究

研究使用环境DNA宏条形码技术(eDNA metabarcoding)检测辽东湾东北部河口区围海养殖池塘水母种类多样性,探索适用于水母种类物种鉴定和监测的新方法。利用环境DNA宏条形码技术,分别基于18S rDNA和COI宏条形码检测了辽东湾东北部河口区围海养殖池塘水母种类多样性,通过水样采集、过滤、eDNA提取、遗传标记扩增、测序与生物信息分析的环境DNA宏条形码标准化分析流程,从围海养殖池塘7个采样点中获得可检测的采样点数据。结果显示,基于18S rDNA宏条形码检测出8种水母种类,其中钵水母纲大型水母2种、水螅水母总纲小型水母6种;基于COI宏条形码技术共检测出19种水母种类,其中钵水母纲大型水母5种、水螅水母总纲小型水母14种;两种DNA条形码标记都显示养殖种类海蜇(Rhopilema esculentum)为优势种。研究结果表明,环境DNA宏条形码技术作为一种新兴的生物多样性监测手段可用于快速检测水母种类多样性,在水母类物种鉴定、监测及早期预警中有较大的应用潜能。     

Modeling the Sensitivity of Field Surveys for Detection of Environmental DNA (eDNA)

The environmental DNA (eDNA) method is the practice of collecting environmental samples and analyzing them for the presence of a genetic marker specific to a target species. Little is known about the sensitivity of the eDNA method. Sensitivity is the probability that the target marker will be detected if it is present in the water body. Methods and tools are needed to assess the sensitivity of sampling protocols, design eDNA surveys, and interpret survey results. In this study, the sensitivity of the eDNA method is modeled as a function of ambient target marker concentration. The model accounts for five steps of sample collection and analysis, including: 1) collection of a filtered water sample from the source; 2) extraction of DNA from the filter and isolation in a purified elution; 3) removal of aliquots from the elution for use in the polymerase chain reaction (PCR) assay; 4) PCR; and 5) genetic sequencing. The model is applicable to any target species. For demonstration purposes, the model is parameterized for bighead carp (Hypophthalmichthys nobilis) and silver carp (H. molitrix) assuming sampling protocols used in the Chicago Area Waterway System (CAWS). Simulation results show that eDNA surveys have a high false negative rate at low concentrations of the genetic marker. This is attributed to processing of water samples and division of the extraction elution in preparation for the PCR assay. Increases in field survey sensitivity can be achieved by increasing sample volume, sample number, and PCR replicates. Increasing sample volume yields the greatest increase in sensitivity. It is recommended that investigators estimate and communicate the sensitivity of eDNA surveys to help facilitate interpretation of eDNA survey results. In the absence of such information, it is difficult to evaluate the results of surveys in which no water samples test positive for the target marker. It is also recommended that invasive species managers articulate concentration-based sensitivity objectives for eDNA surveys. In the absence of such information, it is difficult to design appropriate sampling protocols. The model provides insights into how sampling protocols can be designed or modified to achieve these sensitivity objectives.     

Estimating fish abundance and biomass from eDNA concentrations: variability among capture methods and environmental conditions

Environmental DNA (eDNA) promises to ease noninvasive quantification of fish biomass or abundance, but its integration within conservation and fisheries management is currently limited by a lack of understanding of the influence of eDNA collection method and environmental conditions on eDNA concentrations in water samples. Water temperature is known to influence the metabolism of fish and consequently could strongly affect eDNA release rate. As water temperature varies in temperate regions (both seasonally and geographically), the unknown effect of water temperature on eDNA concentrations poses practical limitations on quantifying fish populations using eDNA from water samples. This study aimed to clarify how water temperature and the eDNA capture method alter the relationships between eDNA concentration and fish abundance/biomass. Water samples (1 L) were collected from 30 aquaria including triplicate of 0, 5, 10, 15 and 20 Brook Charr specimens at two different temperatures (7 °C and 14 °C). Water samples were filtered with five different types of filters. The eDNA concentration obtained by quantitative PCR (qPCR) varied significantly with fish abundance and biomass and types of filters (mixed‐design ANOVA, P < 0.001). Results also show that fish released more eDNA in warm water than in cold water and that eDNA concentration better reflects fish abundance/biomass at high temperature. From a technical standpoint, higher levels of eDNA were captured with glass fibre (GF) filters than with mixed cellulose ester (MCE) filters and support the importance of adequate filters to quantify fish abundance based on the eDNA method. This study supports the importance of including water temperature in fish abundance/biomass prediction models based on eDNA.     

The Relationship between the Distribution of Common Carp and Their Environmental DNA in a Small Lake

Although environmental DNA (eDNA) has been used to infer the presence of rare aquatic species, many facets of this technique remain unresolved. In particular, the relationship between eDNA and fish distribution is not known. We examined the relationship between the distribution of fish and their eDNA (detection rate and concentration) in a lake. A quantitative PCR (qPCR) assay for a region within the cytochrome b gene of the common carp (Cyprinus carpio or ‘carp’), an ubiquitous invasive fish, was developed and used to measure eDNA in Lake Staring (MN, USA), in which both the density of carp and their distribution have been closely monitored for several years. Surface water, sub-surface water, and sediment were sampled from 22 locations in the lake, including areas frequently used by carp. In water, areas of high carp use had a higher rate of detection and concentration of eDNA, but there was no effect of fish use on sediment eDNA. The detection rate and concentration of eDNA in surface and sub-surface water were not significantly different (p≥0.5), indicating that eDNA did not accumulate in surface water. The detection rate followed the trend: high-use water > low-use water > sediment. The concentration of eDNA in sediment samples that were above the limit of detection were several orders of magnitude greater than water on a per mass basis, but a poor limit of detection led to low detection rates. The patchy distribution of eDNA in the water of our study lake suggests that the mechanisms that remove eDNA from the water column, such as decay and sedimentation, are rapid. Taken together, these results indicate that effective eDNA sampling methods should be informed by fish distribution, as eDNA concentration was shown to vary dramatically between samples taken less than 100 m apart.     

Use of Droplet Digital PCR for Estimation of Fish Abundance and Biomass in Environmental DNA Surveys

An environmental DNA (eDNA) analysis method has been recently developed to estimate the distribution of aquatic animals by quantifying the number of target DNA copies with quantitative real-time PCR (qPCR). A new quantitative PCR technology, droplet digital PCR (ddPCR), partitions PCR reactions into thousands of droplets and detects the amplification in each droplet, thereby allowing direct quantification of target DNA. We evaluated the quantification accuracy of qPCR and ddPCR to estimate species abundance and biomass by using eDNA in mesocosm experiments involving different numbers of common carp. We found that ddPCR quantified the concentration of carp eDNA along with carp abundance and biomass more accurately than qPCR, especially at low eDNA concentrations. In addition, errors in the analysis were smaller in ddPCR than in qPCR. Thus, ddPCR is better suited to measure eDNA concentration in water, and it provides more accurate results for the abundance and biomass of the target species than qPCR. We also found that the relationship between carp abundance and eDNA concentration was stronger than that between biomass and eDNA by using both ddPCR and qPCR; this suggests that abundance can be better estimated by the analysis of eDNA for species with fewer variations in body mass.     

基于环境DNA宏条形码的洱海鱼类多样性研究

研究使用环境DNA宏条形码(eDNA metabarcoding)检测洱海鱼类多样性, 探索适用于洱海鱼类多样性监测和保护的新方法。通过水样采集、过滤、eDNA提取、遗传标记扩增、测序与生物信息分析的环境DNA宏条形码标准化分析流程, 从洱海16个采样点中获得可检测的9个采样点数据, 共检测出17种鱼类, 其中土著种5种、外来种12种; 鲫(Carassius auratus)、鳙(Hypophthalmichthys nobilis)、麦穗鱼(Pseudorasbora parva)、泥鳅(Misgurnus anguillicaudatus)和食蚊鱼(Gambusia affinis)为优势种。研究结果表明虽然环境DNA宏条形码无法完全替代传统的鱼类监测方法, 但作为一种新兴的生物多样性监测手段, 其可用于快速检测洱海鱼类多样性及其空间分布。     

The Release Rate of Environmental DNA from Juvenile and Adult Fish

The environmental DNA (eDNA) technique is expected to become a powerful, non-invasive tool for estimating the distribution and biomass of organisms. This technique was recently shown to be applicable to aquatic vertebrates by collecting extraorganismal DNA floating in the water or absorbed onto suspended particles. However, basic information on eDNA release rate is lacking, despite it being essential for practical applications. In this series of experiments with bluegill sunfish (Lepomis macrochirus), we examined the effect of fish developmental stage on eDNA release rate. eDNA concentration reached equilibrium 3 days after the individual fish were introduced into the separate containers, enabling calculation of the eDNA release rate (copies h⁻¹) from individual fish on the assumption that the number of eDNA released from the fish per unit time equals total degradation in the container (copies h⁻¹). The eDNA release rate was 3–4 times higher in the adult (body weight: 30–75 g) than in the juvenile group (0.5–2.0 g). Such positive relationship between fish size and eDNA release rate support the possibility of biomass rather than density estimation using eDNA techniques. However, the eDNA release rate per fish body weight (copies h⁻¹ g⁻¹) was slightly higher in the juvenile than the adult group, which is likely because of the ontogenetic reduction in metabolic activity. Therefore, quantitative eDNA data should be carefully interpreted to avoid overestimating biomass when the population is dominated by juveniles, because the age structure of the focal population is often variable and unseen in the field. eDNA degradation rates (copies l⁻¹ h⁻¹), calculated by curve fitting of time-dependent changes in eDNA concentrations after fish removal, were 5.1–15.9% per hour (half-life: 6.3 h). This suggests that quantitative eDNA data should be corrected using a degradation curve attained in the target field.     

Environmental DNA detects a rare large river crayfish but with little relation to local abundance

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Riverine distribution of mussel environmental DNA reflects a balance among density,transport, and removal processes

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Abundance estimation of riverine macrophyte Egeria densa using environmental DNA: effects of sampling season and location

Invasive macrophytes can have a variety of effects on aquatic ecosystems. The early detection and abundance estimation of an invasive species is important to effectively control it and minimize the ecosystem impacts. It is imperative to develop more efficient sampling methods for the abundance quantification of aquatic plants in large riverine systems. We examined (1) relationships between the environmental DNA (eDNA) concentrations of the invasive macrophyte, Egeria densa, and the upstream coverage area on the multiple life-history stages (dormant, growing, and senescence seasons) in a large riverine system in Japan and (2) if the relationships between the eDNA concentrations and coverage area could vary with the lateral sampling locations (left bank, middle, and right bank). The eDNA concentrations had significant positive relationships with the upstream coverage area of E. densa at multiple spatial scales for the dormant and senescence seasons. These results suggest that the eDNA analysis could be useful to quantify the relative abundance of this aquatic macrophyte in the riverine system; however, the selection of the eDNA sampling season could be important to accurately estimate abundance. Our results also showed that the eDNA concentrations of E. densa did not significantly differ from the lateral sampling location, suggesting that the eDNA samples could reflect the relative abundance of E. densa upstream of the study sites regardless of the lateral sampling location.

     

0#柴油对斑马鱼基因组DNA和环境DNA遗传毒性的RAPD比较

研究利用随机扩增多态性DNA (Random Amplified Polymorphic DNA, RAPD)技术, 以斑马鱼基因组DNA和其养殖水体中的环境DNA (environmental DNA, eDNA)为模板, 检测0#柴油可溶性组分对斑马鱼(Danio rerio)遗传毒性的影响。结果显示, 通过基因组DNA和eDNA扩增的RAPD图谱均可检测到0#柴油对斑马鱼的遗传毒性。在未受到柴油暴露时, 斑马鱼基因组DNA和水环境中eDNA在96h内的RAPD图谱均无明显变化; 在不同浓度的柴油暴露下, 随着暴露时间(0、24h、48h、72h、96h)延长, 基因组DNA和eDNA的多态性位点减少, 模板稳定性降低; 随着柴油浓度(15%、50%、100%)的增加, 基因组DNA和eDNA的多态性位点也减少, 模板稳定性降低。这表明0#柴油对斑马鱼基因组DNA和eDNA的遗传毒性均呈现时间-效应和浓度-效应关系, 并且无论以斑马鱼基因组DNA还是eDNA为模板, 柴油暴露组和未进行暴露的对照组的RAPD扩增图谱条带变化趋势一致。研究结果为通过RAPD技术检测柴油对水生生物的遗传毒性提供了新的研究思路和技术手段。