Assessing Genetic Diversity and Population Structure of Western Honey Bees in the Czech Republic Using 22 Microsatellite Loci

. 2025 Jan 09 ; 16 (1) : . [epub] 20250109

Status PubMed-not-MEDLINE Jazyk angličtina Země Švýcarsko Médium electronic

Typ dokumentu časopisecké články

Perzistentní odkaz   https://www.medvik.cz/link/pmid39859636

Grantová podpora
QK22020324 The Ministry of Agriculture of the Czech Republic

To date, no study has been conducted to investigate the diversity in honeybee populations of Apis mellifera in the Czech Republic. Between 2022 and 2023, worker bees were collected from colonies distributed throughout the Czech Republic in 77 districts, and their genetic differences were examined using 22 microsatellite loci. The samples were obtained from hives (n = 3647) and through the process of capture on flowers (n = 553). Genetic diversity parameters were assessed for both populations in all 77 districts. The findings demonstrated that honeybee populations exhibit moderate genetic diversity, as evidenced by the number of observed alleles, the Shannon index, and heterozygosity values. There was no discrepancy in diversity between hive and flower samples. Diversity characteristics were determined: mean observed heterozygosity 0.55 (hives) and 0.56 (flowers), and fixation index 0.58 for both populations. The average number of alleles per locus was 13.77 and 11.18 from hives and flowers, respectively. The low FST and FIS values (they measured the level of genetic differentiation between populations and the level of inbreeding, respectively) suggest the absence or minimal genetic diversity within and among studied populations. The genetic variation was calculated as 2% and 1% between populations, 8% and 6% between individuals within populations, and 91% and 93% between all individuals in samples from hives and flowers, respectively. Cluster and DAPC (discriminant analysis principal component) analysis classified the bee samples collected from across the country into three and five to six distinguishable groups, respectively. The honeybee population in the Czech Republic displays sufficient diversity and a partial structure. However, there appears to be no correlation between the genetic groups and the geographic regions to which they are assigned.

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Krejčík P., Scháňková Š., Mořický J., Chalupa P. Situační a Výhledová Zpráva—Včely. Ministerstvo Zemědělství; Praha, Czech Republic: 2021. p. 31.

Engelsdorp D., van Meixner M.D. A historical review of managed honey bee populations in Europe and the United States and the factors that may affect them. J. Inverteb. Pathol. 2010;103:S80–S95. doi: 10.1016/j.jip.2009.06.011. PubMed DOI

Texl P., Vondrák J. Včely 2011—Co ministerstvo do zprávy nenapsalo. Mod. Včelař. 2012;9:4–5.

Zahradník K. České včely a včelaři na mapách. Včelařství. 2013;66:272–273.

Brus J., Biemann O., Danihlík J. Včelaření v Době Klimatické Změny. Univerzita Palackého v Olomouci; Olomouc, Czechia: 2023. [(accessed on 19 October 2024)]. Available online: https://books.google.cz/books?id=qFIrEQAAQBAJ&lpg=PA3&ots=PMHiQSuLx8&dq=V%C4%8Dela%C5%99en%C3%AD%20v%20dob%C4%9B%20klimatick%C3%A9%20zm%C4%9Bny&lr&hl=cs&pg=PA10#v=onepage&q=V%C4%8Dela%C5%99en%C3%AD%20v%20dob%C4%9B%20klimatick%C3%A9%20zm%C4%9Bny&f=true.

Frey E., Rosenkranz P. Autumn invasion rates of Varroa destructor (Mesostigmata: Varroidae) into honey bee (Hymenoptera: Apidae) colonies and the resulting increase in mite populations. J. Econom. Entomol. 2014;107:508–515. doi: 10.1603/EC13381. PubMed DOI

Von Goetze G. Die beste Biene: Zuechtungs-und Rassen-kunde der Honigbiene nach dem heutigen Stand von Wissenschaft und Praxis. Liedloff, Loth und Michaelis; Leipzig, Germany: 1940. p. 200.

Ruttner F. Biogeography and Taxonomy of Honeybees. Springer; Berllin, Germany: 1988. p. xxii+284.

Tomšík B. Apiar bioclimatical districts of Bohemia and Moravia and appreciation of the bee-family “Iskra II”. Acta Univ. Agricult. Silvicult. Brno. 1949;30:123.

Tomšík B. Včela středoevropská žije v Československu. Včelařství. 1965;18:6–7.

Veselý V. Bewertung der importierten Rasse der Carnicabiene (Apis mellifera carnica Poll.) und der Hybriden derselben mit der hiesigen Biene in den Bedingungen der ČSR. Sci. Stud. Bee Res. Inst. Dol. 1976;7:137–157.

Cori E.O. Včele ušlechtilé a zušlechtění naší obyčejné včely. Český včelař. 1875;9:49–51, 61–65, 73–75, 85–89, 101–108, 137–139.

Pagač M.K. Dovozu kraňky do českých zemí. Včelařství. 1990;43:31.

Živanský F. Milí ctění členové spolkoví! Včela Brněnská. 1872;6:1–5.

Büchler R., Costa C., Hatjina F., Andonov S., Meixner M.D., Conte Y.L., Uzunov A., Berg S., Bienkowska M., Bouga M., et al. The influence of genetic origin and its interaction with environmental effects on the survival of Apis mellifera L. colonies in Europe. J. Apicult. Res. 2014;53:205–214. doi: 10.3896/IBRA.1.53.2.03. DOI

Veselý V. Strain crossing on mating stations and evaluation of further hybridisation by means of artificial insemination. Sci. Stud. Bee Res. Inst. Dol. 1968;5:141–173.

Wragg D., Marti-Marimon M., Basso B., Bidanel J.P., Labarthe E., Bouchez O., Le Conte Y., Vignal A. Whole-genome resequencing of honeybee drones to detect genomic selection in a population managed for royal jelly. Sci. Rep. 2016;6:27168. doi: 10.1038/srep27168. PubMed DOI PMC

De la Rúa P., Jaffé R., Dall’Olio R., Muñoz I., Serrano J. Biodiversity, conservation and current threats to European honeybees. Apidologie. 2009;40:263–284. doi: 10.1051/apido/2009027. DOI

Bertrand B., Alburaki M., Legout H., Moulin S., Mougel F., Garnery L. Mt DNA COI-COII marker and drone congregation area: An efficient method to establish and monitor honeybee (Apis mellifera L.) conservation centers. Mol. Ecol. Resour. 2015;15:673–683. doi: 10.1111/1755-0998.12339. PubMed DOI

Parejo M., Wragg D., Gauthier L., Vignal A., Neumann P., Neuditschko M. Using whole-genome sequence information to foster conservation efforts for the European dark honey bee, Apis mellifera mellifera. Front. Ecol. Evol. 2016;4:140. doi: 10.3389/fevo.2016.00140. DOI

Čermák K., Titěra D., Janoušek J., Sedláček J., Cimala P. Stanovisko chovatelské komise ČSV k článku: “Je to jasná genocida”, autora Bc. Jana Vondráka. Mod. Včelař. 2012;9:57–58.

Meixner M.D., Costa C., Kryger P., Hatjina F., Bouga M., Ivanova E., Büchler R. Conserving diversity and vitality for honey bee breeding. J. Apic. Res. 2010;49:85–92. doi: 10.3896/IBRA.1.49.1.12. DOI

Pinto M.A., Henriques D., Chávez-Galarza J., Kryger P., Garnery L., van der Zee R., Dahle B., Soland-Reckeweg G., de la Rúa P., Dall’ Olio R., et al. Genetic integrity of the Dark European honey bee (Apis mellifera mellifera) from protected populations: A genome-wide assessment using SNPs and mtDNA sequence data. J. Apic. Res. 2014;53:269–278. doi: 10.3896/IBRA.1.53.2.08. DOI

Selkoe K.A., Toonen R.J. Microsatellites for ecologists: A practical guide to using and evaluating microsatellite markers. Ecol. Lett. 2006;9:615–629. doi: 10.1111/j.1461-0248.2006.00889.x. PubMed DOI

Guichoux E., Lagache L., Wagner S., Chaumeil P., Léger P., Lepais O., Lepoittevin C., Malausa T., Revardel E., Salin F., et al. Current trends in microsatellite genotyping. Mol. Ecol. Resour. 2011;11:591–611. doi: 10.1111/j.1755-0998.2011.03014.x. PubMed DOI

Muñoz I., Dall’Olio R., Lodesani M., De la Rúa P. Population genetic structure of coastal Croatian honeybees (Apis mellifera carnica) Apidologie. 2009;40:617–626. doi: 10.1051/apido/2009041. DOI

Uzunov A., Meixner M.D., Kiprijanovska H., Andonov S., Gregorc A., Ivanova E., Bouga M., Dobi P., Büchler R., Francis R. Genetic structure of Apis mellifera macedonica in the Balkan Peninsula based on microsatellite DNA polymorphism. J. Apic. Res. 2014;53:288–295. doi: 10.3896/IBRA.1.53.2.10. DOI

Eimanifar A., Pieplow J.T., Asem A., Ellis J.D. Genetic diversity and population structure of two subspecies of western honey bees (Apis mellifera L.) in the Republic of South Africa as revealed by microsatellite genotyping. PeerJ. 2020;8:e8280. doi: 10.7717/peerj.8280. PubMed DOI PMC

Tanasković M., Erić P., Patenković A., Erić K., Mihajlović M., Tanasić V., Kusza S., Oleksa A., Stanisavljević L., Davidović S. Further Evidence of Population Admixture in the Serbian Honey Bee Population. Insects. 2022;13:180. doi: 10.3390/insects13020180. PubMed DOI PMC

Bruns C.E., Demastes J.W., Berendzen P.B., Wen A. The genetic structure of founding bumblebee populations in reconstructed prairie habitat 3 years after planting. Restor. Ecol. 2024;32:e14176. doi: 10.1111/rec.14176. DOI

Herrera C., Ferragut J.F., Leza M., Jurado-Rivera J. Invasion genetics of the yellow-legged hornet Vespa velutina in the Westernmost Mediterranean archipelago. J. Pest. Sci. 2024;97:645–656. doi: 10.1007/s10340-023-01680-y. DOI

Knoll A., Langová L., Přidal A., Urban T. Haplotype Diversity in mtDNA of Honeybee in the Czech Republic Confirms Complete Replacement of Autochthonous Population with the C Lineage. Insects. 2024;15:495. doi: 10.3390/insects15070495. PubMed DOI PMC

Sušnik S., Kozmus P., Poklukar J., Meglic V. Molecular characterisation of indigenous Apis mellifera carnica in Slovenia. Apidologie. 2004;35:623–636. doi: 10.1051/apido:2004061. DOI

Nedić N., Francis R.M., Stanisavljević L., Pihler I., Kezić N., Bendixen C., Kryger P. Detecting population admixture in honey bees of Serbia. J. Apic. Res. 2014;53:303–313. doi: 10.3896/IBRA.1.53.2.12. DOI

De La Rúa P., Galián J., Serrano J., Moritz R.F.A. Genetic structure and distinctness of Apis mellifera L. populations from the Canary Islands. Mol. Ecol. 2001;10:1733–1742. doi: 10.1046/j.1365-294X.2001.01303.x. PubMed DOI

Coroian C.O., Muñoz I., Schlüns E.A., Paniti-Teleky O.R., Erler S., Furdui E.M., Mărghitaş L.A., Dezmirean D.S., Schlüns H., de la Rúa P., et al. Climate rather than geography separates two European honeybee subspecies. Mol. Ecol. 2014;23:2353–2361. doi: 10.1111/mec.12731. PubMed DOI

Peakall R., Smouse P.E. GenAlEx 6.5: Genetic analysis in Excel. Population genetic software for teaching and research—An update. Bioinformatics. 2012;28:2537–2539. doi: 10.1093/bioinformatics/bts460. PubMed DOI PMC

Weir B.S., Cockerham C.C. Estimating F-statistics for the analysis of population structure. Evolution. 1984;38:1358–1370. doi: 10.2307/2408641. PubMed DOI

R Core Team . R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing; Vienna, Austria: 2024.

Pritchard J.K., Stephens M., Donnelly P. Inference of population structure using multilocus genotype data. Genetics. 2000;155:945–959. doi: 10.1093/genetics/155.2.945. PubMed DOI PMC

Kopelman N.M., Mayzel J., Jakobsson M., Rosenberg N.A., Mayrose I. Clumpak: A program for identifying clustering modes and packaging population structure inferences across K. Mol. Ecol. Resour. 2015;15:1179–1191. doi: 10.1111/1755-0998.12387. PubMed DOI PMC

Li Y.L., Liu J.X. StructureSelector: A web based software to select and visualize the optimal number of clusters using multiple methods. Mol. Ecol. Resour. 2021;18:176–177. doi: 10.1111/1755-0998.12719. PubMed DOI

Evanno G., Regnaut S., Goudet J. Detecting the number of clusters of individuals using the software structure: A simulation study. Mol. Ecol. 2005;14:2611–2620. doi: 10.1111/j.1365-294X.2005.02553.x. PubMed DOI

Puechmaille S.J. The program structure does not reliably recover the correct population structure when sampling is uneven: Subsampling and new estimators alleviate the problem. Mol. Ecol. Resour. 2016;16:608–627. doi: 10.1111/1755-0998.12512. PubMed DOI

Jombart T., Devillard S., Balloux F. Discriminant analysis of principal components: A new method for the analysis of genetically structured populations. BMC Genet. 2010;11:94. doi: 10.1186/1471-2156-11-94. PubMed DOI PMC

Muñoz I., De la Rúa P. Wide genetic diversity in Old World honey bees threaten by introgression. Apidologie. 2021;52:200–217. doi: 10.1007/s13592-020-00810-0. DOI

Péntek-Zakar E., Oleksa A., Borowik T., Kusza S. Population structure of honey bees in the Carpathian Basin (Hungary) confirms introgression from surrounding subspecies. Ecol. Evol. 2015;5:5456–5467. doi: 10.1002/ece3.1781. PubMed DOI PMC

Paál D., Kopernick J., Gasper J., Vasícek D., Vasícková K., Bauerová M., Bauer M. Microsatellite analysis of the Slovak carniolan honey bee (Apis mellifera carnica) J. Microb. Biotech. Food Sci. 2013;2:1517–1525.

Gritsenko D., Temirbayeva K., Taskuzhina A., Kostyukova V., Pozharskiy A., Kolchenko M., Khusnitdinova M., Krupskiy O., Mayer A., Nuralieva U., et al. First evaluation of genetic diversity among honeybee populations in Kazakhstan. Apidologie. 2023;54:61. doi: 10.1007/s13592-023-01034-8. DOI

Kükrer M., Kence M., Kence A. Honey Bee Diversity Is Swayed by Migratory Beekeeping and Trade Despite Conservation Practices: Genetic Evidence for the Impact of Anthropogenic Factors on Population Structure. Front. Ecol. Evol. 2021;9:556816. doi: 10.3389/fevo.2021.556816. DOI

Rahimi A., Kahrizi D., Mirmoayedi A., Zarei L., Jamali S. Genetic Characterizations of the Iranian Honey Bee (Apis mellifera meda Skorikov 1929) Populations Using the Microsatellite DNA Markers. Biochem. Genet. 2023;61:2293–2317. doi: 10.1007/s10528-023-10368-y. PubMed DOI

Yıldız B.İ., Tüten E., Aydın S., Karaduman Aslan Y., Çetin R., Sur E., Karabağ K. A study of whether the genetic variation decreased or not in the protected Caucasian bee, Apis mellifera caucasica Pollmann, 1889 (Hymenoptera: Apidae) population in isolated regions. Turkish J. Ent. 2023;47:271–282. doi: 10.16970/entoted.1273612. DOI

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