Leveraging ichthyoplankton metabarcoding to identify non-target invertebrate diversity and ecological patterns
| dc.contributor.author | Ferreira, André O. | |
| dc.contributor.author | Azevedo, Olga M. | |
| dc.contributor.author | Barroso, Cristina | |
| dc.contributor.author | Duarte, Sofia Alexandra Ferreira | |
| dc.contributor.author | Egas, Conceição | |
| dc.contributor.author | Piecho-Santos, António Miguel | |
| dc.contributor.author | Costa, Filipe O. | |
| dc.date.accessioned | 2026-11-10T19:28:19Z | |
| dc.date.issued | 2026 | |
| dc.description.abstract | DNA metabarcoding has emerged as a powerful tool for biodiversity assessment in aquatic ecosystems; however, most studies focus solely on target taxa. This study leveraged surplus COI metabarcoding data originally generated from ichthyoplankton bulk samples to characterize mesozooplanktonic marine invertebrate communities across coastal and estuarine environments in southern Portugal. By reanalyzing the previously generated high-throughput sequencing (HTS) amplicon libraries of two COI primer sets, a total of 424 mesozooplankton taxa (403 species) belonging to 10 metazoan phyla were identified, revealing diverse non-target groups. Arthropoda, Mollusca, and Cnidaria were the most represented phyla, accounting for 84.12% of the total species-level diversity, while the estuarine records overlapped with 62.5% of the historically documented species represented in the COI reference database. Additionally, significant seasonal variability in mesozooplankton composition was detected during the estuarine sampling period, and higher species richness was observed at nearshore sites in the separately analyzed marine dataset. The low diversity observed during summer (n = 105) in estuarine samples, compared to the unexpectedly higher richness in winter (n = 126), appears to reflect the atypical climatic conditions recorded during the sampling year. These findings suggest that metabarcoding, even when applied to non-target taxa, can potentially detect shifts in community composition that, in this case, may be associated with particular hydrological and climatic conditions. Furthermore, 28 taxa classified as non-indigenous species (NIS) in the Bay of Biscay and Iberian Coast region were identified, highlighting the capacity of this molecular approach to support early NIS screening in regular assessments. Overall, this study demonstrates that ichthyoplankton metabarcoding datasets can be repurposed to provide insights into broader planktonic communities, maximizing the ecological value of routine monitoring efforts. | eng |
| dc.description.sponsorship | This research was funded by the project “A-Fish-DNA-Scan: Cutting-edge DNA-based approaches for improved monitoring and management of fisheries resources along Magellan-Elcano’s Atlantic route” (CIRCNABRB/0156/2019; https://doi.org/10.54499/CIRCNA/BRB/0156/2019) financed by the Foundation for Science and Technology (FCT, I.P.), by the CBMA “Contrato-Programa” (UIDB/04050/2020; https://doi.org/10.54499/UIDB/04050/2020) and by the ARNET “Contrato-Programa” (LA/P/0069/2020; https://doi.org/10.54499/LA/P/0069/2020) funded by national funds through FCT, I.P. A.O.F. (2020.06653.BD; https://doi.org/10.54499/2020.06653.BD) and S.D. (https://doi.org/10.54499/CEECIND/00667/2017/CP1458/CT0001) were financially supported by FCT I.P. This work was also supported by the European Regional Development Fund (ERDF) through the Operational Programme for Competitiveness and Internationalisation—COMPETE 2020 and Portuguese national funds from FCT, I.P. under the strategic project UIDB/04539/2020, UIDP/04539/2020 and LA/P/0058/2020 and contributed to the Strategic Research Plan of CCMAR under the contracts UIDB/04326/2020, UIDP/04326/2020 and LA/P/0101/2020 funded by FCT. I.P. | |
| dc.distribution | international | |
| dc.identifier.citation | Ferreira, A. O., Azevedo, O. M., Barroso, C., Duarte, S., Egas, C., Piecho-Santos, A. M., & Costa, F. O. (2026). Leveraging Ichthyoplankton Metabarcoding to Identify Non-Target Invertebrate Diversity and Ecological Patterns. Journal of Marine Science and Engineering, 14(21), 2112. https://doi.org/10.3390/jmse14212112 | |
| dc.identifier.doi | 10.3390/jmse14212112 | |
| dc.identifier.eissn | 2077-1312 | |
| dc.identifier.uri | https://hdl.handle.net/1822/104577 | |
| dc.language.iso | eng | |
| dc.peerreviewed | yes | |
| dc.publisher | MDPI | |
| dc.relation | Cutting-edge DNA-based approaches for improved monitoring and management of fisheries resources along Magellan-Elcanos Atlantic route [CIRCNA/BRB/0156/2019] | |
| dc.relation | Centre of Molecular and Environmental Biology [UIDB/04050/2020] | |
| dc.relation | Aquatic Research Infrastructure Network [LA/P/0069/2020] | |
| dc.relation | DNA-based monitoring of ichthyoplankton for application to fish biodiversity conservation and fisheries management [2020.06653.BD] | |
| dc.relation | NIS-DNA: Early detection and monitoring of non-indigenous species (NIS) in coastal ecosystems based on high-throughput sequencing tools [CEECIND/00667/2017/CP1458/CT0001] | |
| dc.relation | Center for Innovative Biomedicine and Biotechnology [UIDB/04539/2020] | |
| dc.relation | Center for Innovative Biomedicine and Biotechnology [UIDP/04539/2020] | |
| dc.relation | Center for Innovative Biomedicine and Biotechnology - Associate Laboratory [LA/P/0058/2020] | |
| dc.relation | Algarve Centre for Marine Sciences [UIDB/04326/2020] | |
| dc.relation | Algarve Centre for Marine Sciences [UIDP/04326/2020] | |
| dc.relation | Centre for Marine and Environmental Research [LA/P/0101/2020] | |
| dc.relation.hasversion | https://www.mdpi.com/2077-1312/14/21/2112 | |
| dc.relation.ispartof | Journal of Marine Science and Engineering | |
| dc.rights | openAccess | |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | |
| dc.title | Leveraging ichthyoplankton metabarcoding to identify non-target invertebrate diversity and ecological patterns | eng |
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