Skip to content
Open access

Unravelling Bulk Ichthyoplankton Diversity in Vietnam: Metabarcoding Validation With Controlled Mock Samples

Aug 2026 · Molecular Ecology Resources · Vol 26 · 0 citations · 52 references
Medicine

TL;DR

This work demonstrates that comprehensive validation is vital for accurate metabarcoding, offering a robust framework to understand how ecological gradients and localised human pressures shape Vietnam's critical marine spawning sites and nursery grounds.

Abstract

ABSTRACT The sustainability of Southeast Asian fisheries hinges on high‐throughput tools for monitoring early life‐stage fish biodiversity. However, applying DNA metabarcoding to hyper‐diverse tropical ichthyoplankton requires rigorous calibration to ensure quantitative reliability. We systematically evaluated the metabarcoding workflow using controlled mock communities, revealing that taxonomic recovery is governed by a stochastic limit of detection at a normalised proxy biomass threshold of ≤ 0.05. Quantitative analysis confirmed a significant linear relationship between specimen size and read abundance (R 2 up to 0.817), demonstrating that biomass‐driven template competition induces frequent false negatives for low‐biomass taxa, a phenomenon exacerbated by increasing community complexity (ANOVA: p < 0.001). To mitigate these systemic biases, we applied a size‐stratified specimen‐balancing strategy intended to increase the representation of small‐bodied components in natural bulk samples. Applying this optimised workflow to field samples from Khanh Hoa, Vietnam, we identified 139 species and unmasked a North–South biogeographic dichotomy (PERMANOVA: R 2 = 53%, p = 0.001) driven by transect‐scale environmental gradients and local hydrography. Notably, we identified diversity hotspots requiring > 200,000 reads for saturation, suggesting these sites act as critical larval retention zones. The contrast between functional management zones was highly significant (p = 0.002), with the conservation area (Zone B) exhibiting higher alpha richness and a nine‐fold increase in unique indicator species compared to high‐activity areas (18 vs. 2). Our work demonstrates that comprehensive validation is vital for accurate metabarcoding, offering a robust framework to understand how ecological gradients and localised human pressures shape Vietnam's critical marine spawning sites and nursery grounds.

Read PDF

Similar papers

Open access Sep 2026

Three sampling strategies reveal spatial and methodological patterns in macroinvertebrate diversity in freshwater habitats

Summary Assessing macroinvertebrate diversity is crucial for freshwater ecosystem management. Environmental DNA (eDNA) metabarcoding has emerged as a powerful, non-invasive tool that complements conventional morphological methods. In this study, we compared morphological sampling, ethanol-derived eDNA from preserved sp...

Li-Juan Li, Qian Wan, Tong-Xiao Pu et al. · 0 citations
Review Open access Sep 2026

Enabling Quantitative eDNA Monitoring in Lotic Ecosystems by Incorporating Hydrological Characteristics and Allometric Scaling

Effective freshwater biodiversity monitoring requires scalable methods to estimate fish abundance or biomass. Environmental DNA (eDNA)‐based approaches offer a promising alternative to observational methods. However, translating eDNA concentrations into reliable biomass estimates remains difficult in flowing wa...

Charlotte Van Driessche, Teun Everts, Q. Mauvisseau et al. · 0 citations
Review Open access Nov 2025

Separating Faces in ARMS Metabarcoding Improves Marine Biodiversity Monitoring: A Comparison Across Protocols, Experimental Designs and Photographic Surveys

Monitoring marine biodiversity requires approaches that capture its full complexity through space and time. DNA metabarcoding coupled with Autonomous Reef Monitoring Structures (ARMS) is increasingly used for this purpose, yet most applications still pool all sessile fractions and rarely benchmark molecular ouputs agai...

A. Chenuil, Elyna Bouchereau, Térence Legrand et al. · 1 citation
Open access Aug 2026

Improving metazoan biodiversity inventories associated with rocky subtidal habitats of the North Colombian Pacific through eDNA metabarcoding and DNA barcodes

The marine biodiversity inhabiting rocky shores in the Colombian Pacific remains largely undocumented, primarily due to geographic isolation, logistical challenges, and socio-political constraints. To address the existing knowledge gap, we conducted an expedition to enhance baseline biodiversity knowledge in rocky shor...

V. Yepes-Narváez, A. Rodríguez-Sánchez, Mayra Atencia-Galindo · 0 citations
Review Open access Sep 2026

Multi-Year eDNA Metabarcoding Reveals Fish Community Dynamics in the Jiangsu Section of the Yangtze River Mainstem Under the Fishing Ban

Environmental DNA (eDNA) metabarcoding is an efficient, non-invasive approach for surveying fish diversity in complex habitats such as large rivers. This study conducted continuous eDNA monitoring along the Jiangsu section of the Yangtze River mainstem from 2022 to 2024 to characterize spatiotemporal variations in fish...

Yin-Huan Wang, Denghua Yin, Si-Lei Liu et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.