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

被引:11
作者
Antoniou, Aglaia [1 ]
Manousaki, Tereza [1 ]
Ramirez, Francisco [2 ]
Cariani, Alessia [3 ,4 ]
Cannas, Rita [4 ,5 ]
Kasapidis, Panagiotis [1 ]
Magoulas, Antonios [1 ]
Albo-Puigserver, Marta [2 ,6 ]
Lloret-Lloret, Elena [2 ]
Bellido, Jose Maria [7 ]
Pennino, Maria Grazia [5 ,8 ]
Follesa, Maria Cristina [4 ]
Esteban, Antonio [7 ]
Saraux, Claire [9 ]
Sbrana, Mario [10 ]
Spedicato, Maria Teresa [11 ]
Coll, Marta [2 ]
Tsigenopoulos, Costas S. [1 ]
机构
[1] Hellen Ctr Marine Res HCMR, Inst Marine Biol Biotechnol & Aquaculture IMBBC, Iraklion, Crete, Greece
[2] Inst Marine Sci ICM CSIC, Passeig Maritim de la Barceloneta, Barcelona, Spain
[3] Alma Mater Studiorum Univ Bologna, Dept Biol Geol & Environm Sci BiGeA, Ravenna, Italy
[4] Consorzio Nazl Interuniv Sci Mare CoNISMa, Rome, Italy
[5] Univ Cagliari, Dept Life & Environm Sci, Cagliari, Italy
[6] Inst Espanol Oceanog COB CNIEO CSIC, Ctr Oceanog Baleares, Palma De Mallorca, Spain
[7] COMU CNIEO CSIC, Inst Espanol Oceanog, Ctr Oceanog Murcia, Murcia, Spain
[8] Inst Espanol Oceanog COVI CNIEO CSIC, Ctr Oceanog Vigo, Vigo, Pontevedra, Spain
[9] Univ Montpellier, MARBEC, CNRS, IFREMER,IRD, Sete, France
[10] Consorzio Ctr Interuniv Biol Marina Ecol Applicat, Livorno, Italy
[11] COISPA Tecnol & Ric, Bari, Italy
基金
欧盟地平线“2020”;
关键词
climate change; ddRAD; outliers; population genomics; SNPs; SMALL PELAGIC FISH; POPULATION-STRUCTURE; R-PACKAGE; SPATIOTEMPORAL VARIABILITY; PILCHARDUS; ATLANTIC; SELECTION; TEMPERATURE; MODULARITY; GENETICS;
D O I
10.1111/mec.16840
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
By 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 (F-ST = 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 degrees 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.
引用
收藏
页码:1608 / 1628
页数:21
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