bioRxivEcology
DNA metabarcoding-based detection of non-indigenous invertebrates in recreational marinas: influence of sample type and seasonal variation
A. S. Lavrador, F. G. Amaral, J. Moutinho, P. E. Vieira, F. O. Costa, S. Duarte
Abstract
Monitoring of marine invertebrate non-indigenous species (NIS) using DNA metabarcoding can be strongly affected by selected sample type due to life history traits, such as habitat preferences and life cycles. Two marinas in the north of Portugal were sampled to assess the impact of sample type (hard and artificial substrates, water eDNA, and zooplankton) and season (spring, autumn, winter) on species and NIS recovery. Using two molecular markers - the mitochondrial cytochrome c oxidase subunit I (COI) and the small subunit ribosomal RNA (18S) - a total of 636 species and 31 NIS were detected. Species numbers were slightly higher in the marina more exposed to maritime traffic, and the highest percentage of exclusive species was detected in zooplankton (up to 24%), as well as the highest numbers of NIS. Regarding season, the highest numbers of species and NIS were detected in the spring and autumn (varying within each marina). Taxonomic composition analysis revealed differences in species richness and community structure among seasons and sample types, particularly between hard and artificial substrates versus eDNA and zooplankton. Of the 31 NIS detected, six are potential first records for Portugal, which await morphology-based validation. No NIS were detected in all sample types nor in all sampled seasons. This highlights the need to employ different sampling approaches and markers, as well as consider seasonal variation and level of exposure to maritime-driven introductions to guarantee a comprehensive metabarcoding-based surveillance of NIS in recreational marinas.
- organism: non-human primate
- assay: metagenomics
- research focus: ecology & biodiversity
- approach: experimental assay
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Ports of Entry: Tracking Marine Invaders in Portuguese Mari-nas with DNA Metabarcoding from Coast to Archipelagos
Ana S. Lavrador, Inês Afonso, … Sofia Duarte·bioRxiv·Jun 23, 2025
- Considerations for metabarcoding-based port biological baseline surveys aimed at marine non-indigenous species monitoring and risk-assessments
A. Rey, O. C. Basurko, N. Rodriguez-Ezpeleta·bioRxiv·May 6, 2020
- Status and prospects of marine NIS detection and monitoring through (e)DNA metabarcoding
S. Duarte, P. E. Vieira, … F. O. Costa·bioRxiv·May 25, 2020
- The coloNISation: spatio-temporal metabarcoding surveys in ports reveal homogenised communities with high genetic diversity and connectivity of non-indigenous species
Jesús Zarcero, Adrià Antich, … Xavier Turón·Scientific ReportsPeer-reviewed·Apr 26, 2026
- Tracing the intruders: a global appraisal of marine invasive species detection through DNA-based approaches
Sofia Duarte, Filipe O. Costa·bioRxiv·May 7, 2026
- From storms to warming seas: a long-term metabarcoding survey in port communities unveils high genetic diversity and ecological resilience of non-indigenous species
Jesús Zarcero, Adrià Antich, … Xavier Turón·Frontiers in Marine SciencePeer-reviewed·May 8, 2026