Raw sequencing data (3RAD) for the smooth hammerhead shark Sphyrna zygaena
Data files
Nov 20, 2024 version files 178.64 GB
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README.md
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SMO_3RAD-D2_Plate07_1_S1_L003_R1_001.fastq.gz
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SMO_3RAD-D2_Plate07_1_S1_L003_R2_001.fastq.gz
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SMO_3RAD-D2_Plate07_2_S2_L003_R1_001.fastq.gz
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SMO_3RAD-D2_Plate07_2_S2_L003_R2_001.fastq.gz
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Abstract
Globally, hammerhead sharks have experienced severe declines owing to continued overexploitation and anthropogenic change. The smooth hammerhead shark Sphyrna zygaena remains understudied compared to other members of the family Sphyrnidae. Despite its Vulnerable status, a comprehensive understanding of its genetic landscape remains lacking in many regions worldwide. The present study aimed to conduct a fine-scale genomic assessment of Sphyrna zygaena within the highly dynamic marine environment of South Africa’s coastline, using thousands of single nucleotide polymorphisms (SNPs) derived from restriction site-associated DNA sequencing (3RAD). A combination of differentiation-based outlier detection methods and genotype-environment association (GEA) analysis were employed in Sphyrna zygaena. Subsequent assessments of putatively adaptive loci revealed a distinctive south to east genetic cline. Amongst these, notable correlations between adaptive variation and sea-surface dissolved oxygen and salinity were evident. Conversely, analysis of 111,243 neutral SNP markers revealed a lack of regional population differentiation, a finding that remained consistent across various analytical approaches. These results provide evidence for the presence of differential selection pressures within a limited spatial range, despite high gene flow implied by the selectively neutral dataset. This study offers notable insights regarding the potential impacts of genomic variation in response to fluctuating environmental conditions in the circumglobally distributed Sphyrna zygaena.
Relevance
Globally, hammerhead sharks have experienced severe declines owing to continued overexploitation and anthropogenic change. Specifically, the smooth hammerhead shark Sphyrna zygaena, as is evidenced from its listing as "Vulnerable" on the International Union of Conservation of Nature Red List, in addition to Appendix II of the Convention of International Trade in Endangered Species (CITES). Despite these concerns, S. zygaena remains comparatively understudied compared to other members of the family Sphyrnidae, with only one other regional population genetic analysis having been conducted in South Africa. Therefore, the present study sought to provide a fine-scale genomic assessment of the circumglobally distributed S. zygaena within the heterogeneous marine environment of the south to east coast of South Africa. Specifically, thousands of 3RAD-seq-derived single nucleotide polymorphisms (SNPs) were generated, aiming to elucidate the degree of subdivision of S. zygaena in this region and provide essential insights into the potential scale and relevant drivers of population subdivision.
Data description
A total of 95 S. zygaena samples were selected for genotyping following design 2 of the 3RAD-seq protocol (Bayona-Vásquez et al., 2019) and a detailed description of the library preparation protocol and laboratory procedures can be found in Klein et al. (2024). Samples were pooled with a 3RAD library from another project containing 96 samples and underwent combined sequencing on a single flow cell. Sequencing was conducted using an Illumina NovaSeq 6000 platform (https://emea.illumina.com/systems/sequencing-platforms/novaseq.html at the Norwegian Sequencing Centre, Oslo, Norway.
Here, all raw fastq files (forward and reverse sequencing files) are available.
Files uploaded:
- SMO_3RAD-D2_Plate07_1_S1_L003_R1_001.fastq
- SMO_3RAD-D2_Plate07_1_S1_L003_R2_001.fastq
- SMO_3RAD-D2_Plate07_2_S2_L003_R1_001.fastq
- SMO_3RAD-D2_Plate07_2_S2_L003_R2_001.fastq
Code/Software
All code utilised for the processing of the abovementioned sequencing files, can be accessed from Github
Fin clip samples were obtained from KwaZulu-Natal Sharks Board’s bather protection program and the Reel Science Coalition, comprising of recreational anglers using rod and reel methods. To note, all samples were collected from juvenile S. zygaena (male PCL < 210 cm; female PCL < 250 cm; Table S1). Sampling occurred opportunistically between 2008 and 2021 along the south to east coast of South Africa (Table S1) across several coastal biogeographic zones (Potts et al., 2015). All sampling was conducted in full compliance with the necessary permits and ethical approval (Research Ethics, Animal Care and Use, #ACU-2021-21616) (Figure 1). Upon collection, all samples were stored in 95% ethanol for further processing. The collected samples were broadly categorized into nine sampling locations according to geographic region, namely: False Bay (FB; n = 2), Struisbaai (STR; n = 20), Witsand (WT; n = 2), Mossel Bay (MB; n = 22), Jeffrey’s Bay (JB; n = 8), Algoa Bay (AB; n = 5), southern KwaZulu-Natal (KZS; n = 21), central KwaZulu-Natal (KZC; n = 8), and northern KwaZulu-Natal (KZN; n = 7). Genomic DNA was isolated using a standard cetyltrimethylammonium bromide (CTAB) method (Sambrook and Russell, 2001), with the quality of DNA confirmed through gel electrophoresis (1% agarose), and the purity of samples assessed using a NanoDrop ND 2000 Spectrophotometer (Thermo Fisher Scientific, Waltham, USA). The quantification of the extracted total DNA was performed using a QubitTM dsDNA Quantification Assay Kit (Thermo Fisher Scientific, Waltham, USA).
- Grobler, Dylan; Klein, Juliana; Dicken, Matthew et al. (2024). Regional population and seascape genomics of the smooth hammerhead shark Sphyrna zygaena reveals adaptive clinal variation despite high gene flow [Preprint]. Wiley. https://doi.org/10.22541/au.171742117.78675241/v1
