Validation of Environmental DNA for Estimating Proportional and Absolute Biomass

Q1 Agricultural and Biological Sciences
Kimberly J. Ledger, Mary Beth Rew Hicks, Thomas P. Hurst, Wes Larson, Diana S. Baetscher
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Abstract

Environmental DNA (eDNA) has significant potential to improve the efficiency of biological sampling and detect species that pose challenges for traditional sampling methods. However, a key obstacle in utilizing eDNA data for ecosystem management is uncertainty surrounding the ability to estimate abundance or biomass of multiple species simultaneously. In this study, we use experimental trials with known biomasses of multiple species to explore the feasibility of (1) estimating species proportions from eDNA metabarcoding data and (2) estimating absolute eDNA concentrations of multiple species by scaling metabarcoding proportions with eDNA concentrations of a single species obtained from qPCR. The focal species for this study were three gadid fishes that are key components of marine ecosystems in Alaska and vary in their distribution and habitat use: Walleye pollock (Gadus chalcogrammus), Pacific cod (Gadus macrocephalus), and Arctic cod (Boreogadus saida). After designing gadid-specific metabarcoding primers and accounting for PCR biases in the metabarcoding data, we found corrected read proportions closely approximated the true biomass proportions of species. Furthermore, we found strong positive relationships between absolute eDNA concentration and absolute biomass for Arctic cod and Pacific cod using quantitative metabarcoding data combined with estimates of Walleye pollock eDNA concentration derived from qPCR. These findings suggest that it is possible to accurately quantify species compositions and estimate metrics of biomass for gadids in real-world scenarios. Furthermore, this work provides a framework for developing primers and analytical approaches that can be applied to other species to improve the quantitative utility of eDNA.

Abstract Image

用于估算生物量比例和绝对值的环境 DNA 验证
环境 DNA(eDNA)在提高生物采样效率和检测对传统采样方法构成挑战的物种方面具有巨大潜力。然而,利用 eDNA 数据进行生态系统管理的一个主要障碍是同时估算多个物种的丰度或生物量的不确定性。在本研究中,我们利用已知多个物种生物量的实验来探索以下方法的可行性:(1)从 eDNA 代谢编码数据中估算物种比例;(2)通过将代谢编码比例与 qPCR 获得的单一物种 eDNA 浓度进行缩比,估算多个物种的 eDNA 绝对浓度。本研究的重点物种是三种鳕科鱼类,它们是阿拉斯加海洋生态系统的关键组成部分,在分布和栖息地利用方面各不相同:这三种鱼类是阿拉斯加海洋生态系统的重要组成部分,它们的分布和栖息地使用情况各不相同:瓦列耶狭鳕(Gadus chalcogrammus)、太平洋鳕鱼(Gadus macrocephalus)和北极鳕鱼(Boreogadus saida)。在设计了鳕鱼特异性元条码引物并考虑了元条码数据中的 PCR 偏差后,我们发现校正后的读数比例非常接近物种的真实生物量比例。此外,我们还发现,利用定量代谢编码数据并结合 qPCR 估算的瓦氏狭鳕 eDNA 浓度,北极鳕鱼和太平洋鳕鱼的 eDNA 绝对浓度与绝对生物量之间存在很强的正相关关系。这些研究结果表明,在现实世界中可以准确量化物种组成并估算鳕鱼的生物量指标。此外,这项工作还为开发引物和分析方法提供了一个框架,这些引物和分析方法可应用于其他物种,以提高 eDNA 的定量效用。
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来源期刊
Environmental DNA
Environmental DNA Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
11.00
自引率
0.00%
发文量
99
审稿时长
16 weeks
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