Abstract
Context
Turkish red pine (Pinus brutia Ten.) is widespread in the eastern Mediterranean Basin. In the late 1970s, four common gardens were established along steep altitudinal transects extending from the coast to about 1,200 m in the Taurus Mountains (Antalya, Turkey).
Aims
The aim was to study the role of altitude in shaping Turkish red pine genetic diversity and population structure as well as to evaluate the existence of local adaptation along altitudinal gradients in this species.
Methods
Genetic diversity and population structure were evaluated in replicated altitudinal gradients using chloroplast microsatellite (cpSSR) markers. Genetic differentiation for neutral markers was compared with quantitative differentiation for growth traits for the same populations evaluated at different altitudes.
Results
Genetic differentiation among altitudinal groups was higher than among transects. A high portion of the genetic variance corresponded to families within populations (up to 10.75%). Overall quantitative genetic differentiation (Q ST) was higher than molecular differentiation in most test sites for all the traits and ages considered.
Conclusion
Turkish red pine shows signatures of local adaptation to environmental gradients related to altitude. For forestry practices, such as selection of seed sources, both altitude and the family level of variation need to be considered.
Similar content being viewed by others
References
Aitken SN, Yeaman S, Holliday JA, Wang T, Curtis-McLane S (2008) Adaptation, migration or extirpation: climate change outcomes for tree populations. Evol Appl 1:95–111
Alberto F, Bouffier L, Louvet JM, Delzon S, Kremer A (2011) Adaptive responses for seed and leaf phenology in natural populations of sessile oak along altitudinal gradients. J Evol Biol 24:1442–1454
Anonymous (2006) Forest Assets of Turkey. Forestry Directorate of Turkey. Ankara, p 160
Boydak M (2004) Silvicultural characteristics and natural regeneration of Pinus brutia Ten.—a review. Plant Ecol 171:153–163
Bucci G, Anzidei M, Madaghiele A, Vendramin GG (1998) Detection of haplotypic variation and natural hybridization in halepensis-complex pine species using chloroplast simple sequence repeat (SSR) markers. Mol Ecol 7:1–11
Corander J, Waldmann P, Sillanpaa MJ (2003) Bayesian analysis of genetic differentiation between populations. Genetics 163:367–374
Dangasuk OG, Panetsos KP (2004) Altitudinal and longitudinal variations in Pinus brutia (Ten.) of Crete Island, Greece: some needle, cone and seed traits under natural habitats. New Forest 27:269–284
Excoffier L, Laval G, Schneider S (2005) Arlequin ver. 3.0: an integrated software package for population genetics data analysis. Evol Bioinform Online 1:47–50
Fady B (2005) Is there really more biodiversity in Mediterranean forest ecosystems? Taxon 54:905–910
Gilmour AR, Cullis BR, Welham SJ, Thompson R (2002) ASREML reference manual, NSW Agriculture, Orange
Goldstein DB, Ruiz LA, Cavalli-Sforza LL, Feldman MW (1995) An evolution of genetic distances for use with microsatellite loci. Genetics 139:463–471
González-Martínez SC, Alía R, Gil L (2002) Population genetic structure in a Mediterranean pine (Pinus pinaster Ait.): a comparison of allozyme markers and quantitative traits. Heredity 89:199–206
González-Martínez SC, Mariette S, Ribeiro MM, Burban C, Raffin A, Chambel MR, Ribeiro CAM, Aguiar A, Plomion C, Alía R, Gil L, Vendramin GG, Kremer A (2004) Genetic resources in maritime pine (Pinus pinaster Aiton): molecular and quantitative measures of genetic variation and differentiation among maternal lineages. Forest Ecol Manag 197:103–115
Grivet D, Sebastiani F, González-Martínez SC, Vendramin GG (2009) Patterns of polymorphism resulting from long-range colonization in the Mediterranean conifer Aleppo pine. New Phytol 184:1016–1028
Hardy OJ, Charbonnel N, Fréville H, Heuertz M (2003) Microsatellite allele sizes: a simple test to assess their significance on genetic differentiation. Genetics 163:1467–1482
Isik K, Isik F (1999) Genetic variation in Pinus brutia Ten. in Turkey II. Branching and crown traits. Silvae Genet 48:293–302
Isik F, Isik K, Lee SJ (1999) Genetic variation in Pinus brutia Ten. in Turkey I. Growth, biomass and stem quality traits. For Genet 6:89–99
Kara N, Korol L, Isik K, Schiller G (1997) Genetic diversity in Pinus brutia Ten.: altitudinal variation. Silvae Genet 46:155–161
Kremer A, Le Corre V, Mariette S (2000) Population differentiation for adaptive traits and their underlying loci in forest trees: theoretical predictions and experimental results, vol 63. In: Matyas C (ed) Forest genetics and sustainability. Kluwer Academic, Dordrecht, pp 59–74
Latta RG (2004) Relating processes to patterns of genetic variation across landscapes. Forest Ecol Manag 197:91–102
Leinonen T, O’Hara R, Cano JM, Merila J (2008) Comparative studies of quantitative trait and neutral marker divergence: a meta-analysis. J Evol Biol 21:1–17
Lise Y, Kaya Z, Isik F, Sabuncu R, Kandemir I, Onde S (2007) The impact of over-exploitation on the genetic structure of Turkish red pine (Pinus brutia Ten.) populations determined by RAPD markers. Silva Fenn 41:211–220
Morgante M, Felice N, Vendramin GG (1998) Analysis of hyper-variable chloroplast microsatellites in Pinus halepensis reveals a dramatic bottleneck. In: Karp A, Isaac PG, Ingram DS (eds) Molecular tools for screening biodiversity: plants and animals. Chapman and Hall, London, pp 407–412
Navascués M, Vendramin GG, Emerson BC (2008) The effect of altitude on the pattern of gene flow in the endemic Canary Island Pine, Pinus canariensis. Silvae Genet 57:357–363
Ohsawa T, Ide Y (2008) Global patterns of genetic variation in plant species along vertical and horizontal gradients on mountains. Global Ecol Biogeogr 17:152–163
Petit C, Fréville H, Mignot A, Riba M, Colas B, Imbert E, Bousses-Hurtrez S, Virevaire M, Olivieri I (2001) Gene flow and local adaptation in two endemic plant species. Biol Conserv 100:21–34
Ramírez-Valiente JA, Lorenzo Z, Soto A, Valladares F, Gil L, Aranda I (2009) Elucidating the role of genetic drift and directional natural selection in genetic differentiation of cork oak (Quercus suber L.). Mol Ecol 18:3803–3815
Robledo-Arnuncio JJ, Collada C, Alía R, Gil L (2005) Genetic structure of montane isolates of Pinus sylvestris L. in a Mediterranean refugial area. J Biogeogr 32:595–605
Saenz-Romero C, Tapia-Olivares BL (2003) Pinus oocarpa isoenzymatic variation along an altitudinal gradient in Michoacan, Mexico. Silvae Genet 52:237–240
Saenz-Romero C, Guzman-Reyna RR, Rehfeldt GE (2006) Altitudinal genetic variation among Pinus oocarpa populations in Michoacan, Mexico. Implications for seed zoning, conservation, tree breeding and global warming. Forest Ecol Manag 229:340–350
Vendramin GG, Lelli L, Rossi P, Morgante M (1996) A set of primers for the amplification of 20 chloroplast microsatellites in Pinaceae. Mol Ecol 5:595–598
Vendramin GG, Anzidei M, Madaghiele A, Bucci G (1998) Distribution of genetic diversity in Pinus pinaster Ait. as revealed by chloroplast microsatellites. Theor Appl Genet 97:456–463
Whitlock MC (2008) Evolutionary inference from Q ST. Mol Ecol 17:1885–1896
Yang RC, Yeh FC, Yanchuk AD (1996) A comparison of isozyme and quantitative genetic variation in Pinus contorta ssp. latifolia by F ST. Genetics 142:1045–1052
Acknowledgments
This study was supported by Akdeniz University Scientific Research Projects Unit (project no. 2008.03.0121.006) and projects from the European Union (EVOLTREE Network of Excellence, http://www.evoltree.eu) and the Spanish Ministry of Environment (CC03-048 and AEG06-054). The Scientific and Technical Research Council of Turkey (TUBITAK)—BIDEB/BDP program granted a research scholarship to Yusuf KURT while studying at CIFOR-INIA. Thanks are also extended to P.C. Grant, science editor.
Author information
Authors and Affiliations
Corresponding author
Additional information
Handling Editor: Luc Paques
Contribution of co-authors
YK produced the molecular data, did data analyses, and wrote the paper; SCG-M contributed to the molecular data analyses and revised the paper; RA produced the quantitative genetics estimates; KI established the test sites, provided the raw quantitative data and revised the paper.
Rights and permissions
About this article
Cite this article
Kurt, Y., González-Martínez, S.C., Alía, R. et al. Genetic differentiation in Pinus brutia Ten. using molecular markers and quantitative traits: the role of altitude. Annals of Forest Science 69, 345–351 (2012). https://doi.org/10.1007/s13595-011-0169-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13595-011-0169-9