Abstract
Premise
The endangered shrub Daphne rodriguezii (Thymelaeaceae) is endemic to the Balearic island of Menorca, where fragmentation and severe population decline are ongoing threats to this taxon. We developed a set of microsatellite markers to analyze the fine‐scale genetics of its few extant populations.
Methods and Results
Fifteen microsatellite markers were obtained through Illumina high‐throughput sequencing and tested in two populations. Twelve of these loci showed no evidence of null alleles and were highly polymorphic, with a mean number of 8.3 alleles per locus. Levels of observed and expected heterozygosity ranged from 0.100 to 0.952 and from 0.095 to 0.854, respectively. Seven to nine of these loci were successfully amplified in five other Daphne species.
Conclusions
This set of markers provides a useful tool for investigating the factors driving fine‐scale population structure in this threatened species, and it represents a novel genetic resource for other European Daphne species.
Keywords: Daphne rodriguezii, fine‐scale genetic structure, island genetic diversity, paternity analysis, Thymelaeaceae
The genus Daphne L. (Thymelaeaceae) comprises ca. 95 species with Eurasian and North African distributions (Brickell and Mathew, 1998). Several studies have highlighted their ecological and medicinal importance (Xu et al., 2011), but the genetic information available for the genus is still scarce, particularly for the 17 European species recognized thus far (e.g., Alonso and Herrera, 2011).
Daphne rodriguezii Texidor is a perennial shrub endemic to the Balearic island of Menorca. Because the species shows a highly fragmented distribution with severe population decline, the International Union for Conservation of Nature (IUCN) has recently reassessed its conservation status from “Vulnerable” to “Endangered” (Fraga i Arquimbau, 2017). The area of occupancy of D. rodriguezii is represented by as few as five main populations (<36 km2), all of them restricted to the eastern area of Menorca and the off‐shore islet of Colom (Calviño‐Cancela et al., 2012; Fraga i Arquimbau, 2017). Apart from its interest for biodiversity conservation, the species has been used as a model system to understand key ecological processes such as the impact of loss of dispersal agents (i.e., lizards) on the maintenance of island populations (Traveset and Riera, 2005; Rodríguez‐Pérez and Traveset, 2010). A previous phylogeographic study with plastid and amplified fragment length polymorphism data revealed a strong genetic structure among extant populations, but the unavailability of codominant markers for D. rodriguezii limited genetic inferences at the population level (Calviño‐Cancela et al., 2012). Generation of fine‐scale information with microsatellite markers for this species will provide insights on general patterns of heterozygosity across island systems (García‐Verdugo et al., 2015) and will help us understand how dispersal limitation impacts the genetic structure of small island populations (Saro et al., 2019).
METHODS AND RESULTS
Microsatellite development was conducted by Ecogenics GmbH (Balgach, Switzerland) from genomic DNA extracted from silica‐dried D. rodriguezii leaf tissue. An Illumina TruSeq nano DNA library (Illumina, San Diego, California, USA) was prepared following the manufacturer's recommendations and analyzed on an Illumina MiSeq sequencing platform using the Nano 2 × 250 v2 format. A total of 1,507,789 raw reads were processed. The paired‐end reads that passed the Illumina's chastity filter were subject to de‐multiplexing and trimming of Illumina adapter residuals, and subsequently checked with the FastQC v0.11.7 software (Andrews, 2010). Following quality check, paired‐end reads were analyzed with the software USEARCH v10.0.240 (Edgar, 2010), which resulted in 99,945 merged reads that were further screened with the software Tandem Repeats Finder v4.09 (Benson, 1999). Microsatellite sequences with a tetra‐ or trinucleotide of a minimum of six repeat units (or a dinucleotide of at least 10 repeat units) were detected in 4584 merged reads. Primers were designed for 2950 microsatellite regions using Primer3 (Untergasser et al., 2012). From these candidate loci, and with the aim of optimizing marker characterization, we performed an initial step of simple sequence repeat (SSR) polymorphism testing by amplifying 36 loci in a subset of seven D. rodriguezii individuals. These loci were screened based on the motif (i.e., trinucleotide SSRs were preferred over dinucleotide SSRs), the size of the amplified fragment (for optimization of the subsequent design of multiplexed reactions), and their successful amplification in all of the samples. Considering the allele size ranges and the apparent lack of null alleles across the seven individuals tested, we finally used 15 out of the 36 loci to evaluate their usefulness in revealing polymorphism with larger (i.e., population level) sample sizes.
In examining the levels of variability revealed by each SSR locus, we were constrained by the conservation status (EN) of the study species. However, we were able to obtain permissions to sample leaf material from two populations representing size extremes (Calviño‐Cancela et al., 2012): (1) the only population with more than 300 mature individuals (population A) and (2) a population with <50 individuals (population B) (Appendix 1). Genomic DNA was extracted using the NucleoSpin Plant II kit (Macherey‐Nagel, Düren, Germany) following the cetyltrimethylammonium bromide (CTAB)–lysis method. PCRs for SSR amplification were set up in 10‐μL reactions, including 1.5 μL of DNA (2–10 ng/μL), 5 μL of 2× Multiplex PCR Master Mix (QIAGEN, Hilden, Germany), and 0.3 μL (0.3 μM) of each primer, with the forward primer labeled with a fluorescent dye (Table 1). Reactions were performed on a G‐Storm GS2 thermal cycler (Somerton Biotechnology Centre, Somerset, United Kingdom) under the following conditions: initial denaturation at 95°C for 15 min; followed by 35 cycles of denaturation at 95°C for 30 s, annealing at 56°C for 45 s, and extension at 72°C for 45 s; and a final extension at 60°C for 30 min.
Table 1.
Characteristics of 15 microsatellite loci developed in Daphne rodriguezii.
| Locusa | Primer sequences (5′–3′) | Repeat motif | Allele size range (bp) | A | Multiplex | Fluorescent dye | GenBank accession no. |
|---|---|---|---|---|---|---|---|
| Dro012 | F: CATAATGCTGACGTGGACGG | (CTT)9 | 237–270 | 11 | 1 | FAM | MK507747 |
| R: ATGGAGGCGGGAAACTTAGG | |||||||
| Dro019 | F: CGGAGGGATTCAAACTTGGG | (ATT)9 | 246–258 | 5 | 4 | FAM | MK507756 |
| R: TGTTGACTTCAATTTTTGTGCGG | |||||||
| Dro025 | F: TAACGGCATTGCAGGTTTTC | (TA)26 | 157–159 | 2 | 5 | FAM | MK507759 |
| R: GGGTGTATAGCCCCTACGTC | |||||||
| Dro028 | F: TAAAAAGCGCCGGACTCAAG | (TCT)12 | 175–190 | 6 | 2 | FAM | MK507752 |
| R: AGCTGGTTCCGTACGATGAG | |||||||
| Dro034 | F: TGGCAGTAGACAACATTAGTGG | (TTA)17 | 199–238 | 12 | 3 | HEX | MK507754 |
| R: AGACGTGCTGAAGACAGTTC | |||||||
| Dro035 | F: AACATCGATTTCTGTCGCGG | (TA)16 | 204–210 | 2 | 4 | HEX | MK507760 |
| R: ACGGGGCTTTTTGTGCATTC | |||||||
| Dro041 | F: GAATCCCAACTGCATCGTGG | (GAT)14GG(TGA)9 | 240–261 | 8 | 2 | FAM | MK507750 |
| R: TGGGCTTGTCATGGTAAACG | |||||||
| Dro042 | F: AGGGTATTTCGTGGGCTGG | (TTA)21 | 243–318 | 17 | 3 | FAM | MK507753 |
| R: ACAATGTAAAAAGCAAGAAATCCAC | |||||||
| Dro046 | F: CCCGCTTTACTTCAGTGTCG | (CAT)12 | 180–204 | 7 | 3 | FAM | MK507755 |
| R: ATCGCTAAGATTCGGGTTGC | |||||||
| Dro048 | F: CTCCAAACCATTTCCTGAGTCG | (TA)14 | 218–236 | 9 | 2 | HEX | MK507751 |
| R: ACACCACGCCATTTAATTCTCC | |||||||
| Dro073 | F: GACTGACGATGTCTACATGAGC | (AT)21 | 205–217 | 2 | 5 | HEX | MK507761 |
| R: GGTGGAGTACAACCATCCTTTG | |||||||
| Dro078 | F: TTATGGGCTTAGAGCCACCG | (AT)22 | 185–223 | 15 | 4 | FAM | MK507758 |
| R: AAAGTCGCCACCGGAAAATG | |||||||
| Dro113 | F: TTTGGCTTTGAACCATCCCG | (TCT)11 | 114–132 | 6 | 1 | FAM | MK507749 |
| R: GTCCAAACACCAACTATAATGAAAGC | |||||||
| Dro114 | F: ACGCTTCCGCAATATGATCG | (TCT)10 | 198–234 | 11 | 1 | HEX | MK507748 |
| R: CAGACGATACTGAGGGGTGG | |||||||
| Dro124 | F: AGAGCTTTCCAAGAATTGATGTAG | (AAT)20 | 233–287 | 12 | 5 | FAM | MK507757 |
| R: TACCCATGCACGGAGTGTG |
A = number of alleles found across all D. rodriguezii samples.
Optimal annealing temperature = 56°C for all loci.
To test cross‐species amplification of D. rodriguezii primers, all 15 SSR loci were amplified in closely related Daphne species (Alonso and Herrera, 2011), including leaf material freshly collected from one population of D. laureola L. and two to three replicates from herbarium samples for D. cneorum L., D. gnidium L., D. mezereum L., and D. oleoides Schreb. (Appendix 1). Rather than testing multiple samples in a closely related species, our aim was to test the cross‐amplification of loci using a broader taxonomic coverage. PCR followed the same conditions previously described for D. rodriguezii, but annealing temperatures were chosen based on a temperature gradient protocol ranging from 50–65°C for each primer and Daphne species (see Appendix 2). PCR products were visualized on a 1.5% agarose gel stained with GelRed (Biotium Inc., Fremont, California, USA) and sequenced on an ABI PRISM 3130xl Genetic Analyzer sequencer using a GeneScan 500 LIZ Size Standard (Applied Biosystems, Waltham, Massachusetts, USA). GeneMarker 2.4.0 software (SoftGenetics, State College, Pennsylvania, USA) was used for visualizing the electropherograms and performing allele scoring.
The software GENETIX (Belkhir et al., 2001) was used to obtain the number of alleles per locus and estimates of observed and expected heterozygosities. Tests for linkage disequilibrium and potential deviations from Hardy–Weinberg equilibrium following a sequential Bonferroni correction for multiple tests were run on GENEPOP 4.7.0 (Rousset, 2008). MICRO‐CHECKER 2.2.3 (van Oosterhout et al., 2004) was used to assess the presence of null alleles at each locus and population.
At the population level, the number of alleles per locus ranged from one to 11 (Table 2). The level of observed heterozygosity ranged from 0.000 to 0.952, and the level of expected heterozygosity ranged from 0.000 to 0.854 (Table 2). Three loci (Dro025, Dro035, Dro073) were fixed, or nearly so, for a single allele per population. The remaining 12 loci showed substantial levels of polymorphism, with a mean of 8.3 alleles per locus. Only one locus (Dro078) showed significant deviation from Hardy–Weinberg equilibrium after sequential Bonferroni correction in population B, most probably because this was the only combination of locus and population for which null alleles were clearly identified by MICRO‐CHECKER. Significant (P < 0.001) linkage disequilibrium was found between loci Dro046 and Dro124, but only for population B.
Table 2.
Genetic properties of the 15 microsatellite markers tested in two populations of Daphne rodriguezii. a
| Locus | Population A (n = 22) | Population B (n = 20) | ||||||
|---|---|---|---|---|---|---|---|---|
| N | A | H o b | H e | N | A | H o b | H e | |
| Dro012 | 21 | 9 | 0.809 | 0.851 | 20 | 6 | 0.750 | 0.772 |
| Dro019 | 22 | 5 | 0.636 | 0.674 | 20 | 3 | 0.450 | 0.359 |
| Dro025 | 20 | 2 | 0.100 | 0.095 | 20 | 1 | 0.000 | 0.000 |
| Dro028 | 22 | 5 | 0.772 | 0.700 | 20 | 6 | 0.800 | 0.766 |
| Dro034 | 21 | 8 | 0.630* | 0.810 | 19 | 8 | 0.700 | 0.791 |
| Dro035 | 20 | 1 | 0.000 | 0.000 | 20 | 1 | 0.000 | 0.000 |
| Dro041 | 22 | 6 | 0.727 | 0.736 | 20 | 7 | 0.750 | 0.741 |
| Dro042 | 20 | 11 | 0.900 | 0.778 | 20 | 10 | 0.750 | 0.821 |
| Dro046 | 22 | 7 | 0.500 | 0.593 | 20 | 3 | 0.450 | 0.563 |
| Dro048 | 22 | 9 | 0.600 | 0.751 | 20 | 7 | 0.850 | 0.805 |
| Dro073 | 21 | 1 | 0.000 | 0.000 | 18 | 1 | 0.000 | 0.000 |
| Dro078 | 22 | 11 | 0.772 | 0.824 | 20 | 10 c | 0.550*** | 0.826 |
| Dro113 | 22 | 6 | 0.772 | 0.747 | 20 | 5 | 0.600 | 0.728 |
| Dro114 | 21 | 11 | 0.801 | 0.854 | 19 | 6 | 0.400 | 0.441 |
| Dro124 | 21 | 11 | 0.952 | 0.844 | 20 | 8 | 0.600 | 0.646 |
A = number of alleles detected across D. rodriguezii samples; H e = expected heterozygosity; H o = observed heterozygosity; n = number of samples tested; N = number of samples with successful amplifications.
Locality and voucher information are provided in Appendix 1.
Asterisks indicate significant deviation from Hardy–Weinberg equilibrium after Bonferroni correction (*P < 0.05, ***P ≤ 0.001).
Presence of null alleles.
In addition, this panel of microsatellites rendered positive amplifications in a minimum of seven loci per species (Table 3). The limited availability of herbarium samples per species precluded a clear assessment of the levels of polymorphism detected with these markers, but for some species (D. laureola, D. cneorum, D. oleoides), even relatively low sample sizes revealed that at least half of the amplified loci exhibited more than one allele (Table 3).
Table 3.
Cross‐amplification of microsatellite markers developed for Daphne rodriguezii in five closely related species. a
| Locus | D. laureola (N = 5) | D. cneorum (N = 2) | D. gnidium (N = 2) | D. mezerum (N = 1) | D. oleoides (N = 2) |
|---|---|---|---|---|---|
| Dro012 | — | 279 | 255 | 251 | 257, 271 |
| Dro019 | — | — | 247 | — | — |
| Dro025 | 156 | 136, 151, 163 | 152, 156, 168 | 156 | 154, 156, 162, 164 |
| Dro028 | 190 | 235, 239, 253, 289 | 198 | — | 201, 207, 213 |
| Dro034 | — | — | — | — | — |
| Dro035 | 204, 206 | 205, 207 | 192 | 204, 206 | 204, 206 |
| Dro041 | 181, 184 | 184 | 184 | — | 184 |
| Dro042 | 314, 317, 320 | — | 164 | 290 | 180 |
| Dro046 | 266 | — | 173, 179 | — | — |
| Dro048 | — | — | — | — | — |
| Dro073 | 205, 217 | 205 | 205, 217 | 205, 217 | 205 |
| Dro078 | — | 148, 157, 173 | — | — | — |
| Dro113 | — | — | — | 122 | 107 |
| Dro114 | — | — | — | 212 | — |
| Dro124 | 155 | — | — | — | 233, 253 |
— = unsuccessful amplification; N = number of samples tested for each species.
Voucher and locality information are provided in Appendix 1.
CONCLUSIONS
The set of microsatellites characterized for D. rodriguezii is a powerful, cost‐effective tool for detecting substantial levels of genetic variation using a relatively low number of multiplexed reactions, even in small populations. Such a genetic resolution will allow us to assess parentage relationships in forthcoming studies on fine‐scale genetic structure. Additionally, the successful rates of cross‐amplification of these loci suggest that population genetic studies with these markers could be easily extended to other closely related Daphne species.
AUTHOR CONTRIBUTIONS
C.G.‐V. and A.T. planned the study and collected plant tissue, J.C.I. and C.G.‐V. conducted laboratory work and allele scoring, and C.G.‐V. performed the analyses and wrote the manuscript, with input from J.C.I. and A.T.
ACKNOWLEDGMENTS
The authors thank J. P. González‐Varo for field assistance, and L. Viesca and E. Cires for laboratory assistance. The department of Servei de Protecció d'Espècies (Govern de les Illes Balears) provided legal permission for population sampling. J.C.I. was funded by a GRUPIN research grant from the Regional Government of Asturias (Ref.: IDI/2018/000151), and C.G.‐V. was supported by a Vicenç Mut postdoctoral fellowship awarded by the Govern de les Illes Balears–Conselleria d'Innovació, Recerca i Turisme. The study was funded by the Ministerio de Economía, Industria y Competitividad (project Islet‐Foodwebs CGL2017‐88122‐P).
APPENDIX 1. Voucher and location information for species and populations used in the characterization of microsatellite markers for Daphne rodriguezii and related species.
| Taxon (Population) | Voucher specimen accession no.a | Collection locality | Geographic coordinates | N |
|---|---|---|---|---|
| Daphne rodriguezii Texidor (popA) | JBAG8300 | Colom, Menorca | 39°57.5′N, 04°16.9′E | 22 |
| Daphne rodriguezii (popB) | JBAG8301 | Mesquida, Menorca | 39°54.5′N, 04°17.0′E | 20 |
| Daphne cneorum L. | JBAG656 | Valle del Soba, Cantabria | 43°09.5′N, 03°34.1′W | 3 |
| Daphne gnidium L. | JBAG877 | Dumbría, La Coruña | 43°00.9′N, 09°07.4′W | 3 |
| Daphne laureola L. | JBAG8299 | Ponga, Asturias | 43°12.7′N, 05°05.5′W | 5 |
| Daphne mezereum L. | JACA78470 | Canfranc, Huesca | 42°42.2′N, 00°34.1′W | 2 |
| Daphne oleoides Schreb. | JBAG384 | La Rapa, Granada | 37°20.1′N, 02°50.2′W | 2 |
N = number of individuals initially assayed (some herbarium samples did not provide clear amplifications and were not used for polymorphism testing; see Table 3).
All herbarium specimens are deposited at the Jardín Botánico Atlántico herbarium (JBAG), Asturias, Spain, including one donation from the Instituto Pirenaico de Ecología herbarium (JACA), Jaca, Spain.
APPENDIX 2. Optimal PCR annealing temperatures (◦C) used for cross‐species amplification of microsatellite markers developed for Daphne rodriguezii in five closely related species.
| Locus | D. cneorum | D. gnidium | D. laureola | D. mezereum | D. oleoides |
|---|---|---|---|---|---|
| Dro012 | 55.7 | 52.6 | MB | 52.6 | 60.2 |
| Dro019 | — | 55.7 | — | — | — |
| Dro025 | 59.0 | 59.0 | 59.0 | 59.0 | 59.0 |
| Dro028 | 50.0 | 60.0 | 60.0 | — | 50.0 |
| Dro034 | — | — | MB | — | — |
| Dro035 | 63.6 | 59.0 | 59.0 | 59.0 | 59.0 |
| Dro041 | 51.0 | 50.0 | 50.0 | — | 50.1 |
| Dro042 | — | 55.7 | 60.0 | 51.2 | 51.2 |
| Dro046 | — | 51.2 | 50.1 | — | — |
| Dro048 | — | — | — | — | — |
| Dro073 | 59.0 | 59.0 | 59.0 | 59.0 | 59.0 |
| Dro078 | 50.1 | — | MB | — | — |
| Dro114 | MB | MB | MB | 60.0 | MB |
| Dro113 | — | — | — | 59.1 | 60.2 |
| Dro124 | — | — | 52.6 | — | 55.7 |
— = unsuccessful amplification; MB = multiple bands.
García‐Verdugo, C. , Illera J. C., and Traveset A.. 2019. Characterization of microsatellite markers for the endangered Daphne rodriguezii (Thymelaeaceae) and related species. Applications in Plant Sciences 7(7): e11274.
DATA ACCESSIBILITY
The primers and microsatellite sequences developed in this study have been deposited in GenBank (accession numbers MK507747–MK507761; Table 1). Raw sequence library data were deposited in the Short Read Archive of the National Center for Biotechnology Information (NCBI) (BioProject accession number: PRJNA523502).
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Associated Data
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Data Availability Statement
The primers and microsatellite sequences developed in this study have been deposited in GenBank (accession numbers MK507747–MK507761; Table 1). Raw sequence library data were deposited in the Short Read Archive of the National Center for Biotechnology Information (NCBI) (BioProject accession number: PRJNA523502).
