Sardines at a junction: Seascape genomics reveals ecological and oceanographic drivers of variation in the NW Mediterranean Sea

Author:

Antoniou Aglaia1ORCID,Manousaki Tereza1ORCID,Ramírez Francisco2,Cariani Alessia34ORCID,Cannas Rita45,Kasapidis Panagiotis1,Magoulas Antonios1,Albo‐Puigserver Marta26,Lloret‐Lloret Elena2,Bellido Jose Maria7,Pennino Maria Grazia8,Follesa Maria Cristina45,Esteban Antonio7,Saraux Claire9,Sbrana Mario10,Spedicato Maria Teresa11,Coll Marta2,Tsigenopoulos Costas S.1

Affiliation:

1. Institute of Marine Biology, Biotechnology and Aquaculture (IMBBC) Hellenic Centre for Marine Research (HCMR) Heraklion Crete Greece

2. Institute of Marine Science (ICM‐CSIC), Passeig Marítim de la Barceloneta Barcelona Spain

3. Dept. Biological, Geological & Environmental Sciences (BiGeA) Alma Mater Studiorum – Università di Bologna Ravenna Italy

4. Consorzio Nazionale Interuniversitario per le Scienze del Mare (CoNISMa) Rome Italy

5. Department of Life and Environmental Sciences University of Cagliari Cagliari Italy

6. Centro Oceanográfico de Baleares Instituto Español de Oceanografía (COB‐CNIEO/CSIC) Palma Spain

7. Centro Oceanográfico de Murcia Instituto Español de Oceanografía, (COMU‐CNIEO/CSIC) Murcia Spain

8. Centro Oceanográfico de Vigo Instituto Español de Oceanografía (COVI‐CNIEO/CSIC) Vigo, Pontevedra Spain

9. MARBEC University of Montpellier, CNRS, IFREMER, IRD Sète France

10. Consorzio per il Centro Interuniversitario di Biologia Marina ed Ecologia Applicata G Livorno Italy

11. COISPA Tecnologia & Ricerca Bari Italy

Abstract

AbstractBy evaluating genetic variation across the entire genome, one can address existing questions in a novel way while raising new ones. The latter includes how different local environments influence adaptive and neutral genomic variation within and among populations, providing insights into local adaptation of natural populations and their responses to global change. Here, under a seascape genomic approach, ddRAD data of 4609 single nucleotide polymorphisms (SNPs) from 398 sardines (Sardina pilchardus) collected in 11 Mediterranean and one Atlantic site were generated. These were used along with oceanographic and ecological information to detect signals of adaptive divergence with gene flow across environmental gradients. The studied sardines constitute two clusters (FST = 0.07), a pattern attributed to outlier loci, highlighting putative local adaptation. The trend in the number of days with sea surface temperature above 19°C, a critical threshold for successful sardine spawning, was crucial at all levels of population structuring with implications on the species' key biological processes. Outliers link candidate SNPs to the region's environmental heterogeneity. Our findings provide evidence for a dynamic equilibrium in which population structure is maintained by physical and ecological factors under the opposing influences of migration and selection. This dynamic in a natural system warrants continuous monitoring under a seascape genomic approach that might benefit from a temporal and more detailed spatial dimension. Our results may contribute to complementary studies aimed at providing deeper insights into the mechanistic processes underlying population structuring. Those are key to understanding and predicting future changes and responses of this highly exploited species in the face of climate change.

Funder

Executive Agency for Small and Medium-sized Enterprises

Ministerio de Ciencia e Innovación

European Regional Development Fund

Publisher

Wiley

Subject

Genetics,Ecology, Evolution, Behavior and Systematics

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