MICROSATELLITE DNA POLYMORPHISM IN SELECTIVELY CONTROLLED APIS MELLIFERA CARNICA AND APIS MELLIFERA CAUCASICA POPULATIONS FROM POLAND
|
|
- Brenda Andrews
- 6 years ago
- Views:
Transcription
1 MICROSATELLITE DNA POLYMORPHISM IN SELECTIVELY CONTROLLED APIS MELLIFERA CARNICA AND APIS MELLIFERA CAUCASICA POPULATIONS FROM POLAND Stanimila R. Nikolova 1, Malgorzata Bienkowska 2, Dariusz Gerula 2 and Evgeniya N. Ivanova 1 * 1 Section of Genetics, Department of Developmental Biology, Faculty of Biology, University of Plovdiv Paisii Hilendarski, Plovdiv, Bulgaria 2 Research Institute of Horticulture, Apiculture Division, Pulawy, Poland *Corresponding author: e.ivanova@gmail.com Short title: polymorphism in honeybee populations from Poland Received November 2, 2014, Revised January 20, 2015; Accepted January 21, 2015 Abstract: Genetic polymorphism in selectively controlled honeybee populations of A. m. carnica and A. m. caucasica in Poland, was characterized by microsatellite DNA analysis. All honeybee samples were analyzed for nine microsatellite loci: Ac011; A024; A043; A088; Ap226; Ap238; Ap243; Ap249 and Ap256, which were found to be polymorphic in both populations. The mean number of alleles per locus was for A. m. carnica and for A. m. caucasica. Average observed and expected heterozygosity values were calculated as and in A. m. carnica and as and in A. m. caucasica, respectively. For the nine microsatellite loci, a total of 76 alleles were found in both populations. Thirtyfive private alleles were observed in A. m. carnica and 20 in A. m. caucasica. Information about allele frequencies, F ST values and genotypic differentiation is given. Nei s genetic distance between studied populations of A. m. carnica and A. m. caucasica was calculated as Key words: Honey bee; Apis mellifera; microsatellite DNA; genetic polymorphism; Poland INTRODUCTION European honeybee populations show considerable differences in morphological, behavioral and biological characters across their natural range in the world. Many of these geographically and biologically distinct populations have been recognized as subspecies by Ruttner (1992) that have been clustered into four main lineages: C (Carnica group); M (North and Western European group); A (African group); and the O group (Oriental group). Generally, about 27 subspecies and numerous ecotypes of Apis mellifera have been described (Ruttner, 1988; Sheppard et al., 1997; Sheppard and Meixner, 2003; Meixner et al., 2010; De La Rua et al., 2009; Meixner et al., 2013). A. m. carnica and A. m. caucasica subspecies that are currently the most widely bred in Poland belong to the C and O lineage groups. Initially these two subspecies were studied mainly by classical morphometry (Gromisz, 1978; 1981), then by analyzing the venation of forewings (Tofilski, 2004; 2008; Gerula et al., 2009) and by alloenzyme analysis (Ivanova et al., 2011; 2012). There is no study about their genetic polymorphism based on microsatellite DNA analysis.
2 In this study, polymorphism in honeybee populations of A. m. carnica and A. m. caucasica selectively controlled in Poland was studied using 9 microsatellite loci. The objective of the study was to investigate and characterize genetic variability among both subspecies and to provide information about allele frequencies, number of alleles per locus, levels of polymorphism, observed and expected heterozygosity and genetic distance. MATERIALS AND METHODS Biological material Honeybee workers from A. m. carnica and A. m. caucasica colonies in the Apiculture Division of Research Institute of Horticulture in Pulawy, Poland, with instrumentally inseminated queens, were used for this study. Five colonies per population and 6 to 10 individuals per colony were tested. Collected worker bees were transported to the laboratory alive, kept at C and then moved to tubes with absolute alcohol until use for DNA extraction. DNA extraction and PCR protocol and microsatellite loci DNA extraction, PCR protocol and microsatellite DNA analysis were done as described by Nikolova (2011). All honeybee samples were analyzed for nine microsatellite loci: Ac011; A024; A043; A088; Ap226; Ap238; Ap243; Ap249 and Ap256 (Table 1). Statistical analyses Population genetic statistics were computed using GENEPOP package software version 1.2 (Raymond and Rousset, 1995). F ST values were calculated according to Weir and Cockerham (1984). The exact test for Hardy-Weinberg equilibrium and genotypic differentiation were performed using GENEPOP. Unbiased estimates and standard deviations of heterozygosity were calculated according to Nei (1987). RESULTS All nine microsatellite loci studied were polymorphic in both of the populations. The number of alleles observed and expected heterozygosity per locus for both populations are presented in Table 2. The mean number of alleles per locus was for A. m. carnica and for A. m. caucasica. The average observed heterozygosity values were calculated as in A. m. carnica and in A. m. caucasica. Additionally, the average expected heterozygosities for the studied populations were calculated as in A. m. carnica and in A. m. caucasica. Information about allele frequencies and private alleles for the populations is presented in Table 3. Thirty-five private alleles were observed in A. m. carnica and 20 in A. m. caucasica. There were no private alleles in the Ap249 locus for A. m. caucasica. The highest number of private alleles (6) was observed in A. m. carnica for A024 and A088 loci. A test for the Hardy-Weinberg equilibrium was performed for both populations at nine microsatellite loci. We detected significant deviation (P<0.001) from Hardy-Weinberg equilibrium at 16 out of 76 population combinations of loci. Almost all deviations were in favor of homozygosites, except at Ap226 in A. m. carnica and Ac011 in A. m. caucasica. The heterozygosity level within a subpopulation (F IS ), the heterozygosity level in total populations (F IT ) and the degree of genetic differentiation of subpopulations (F ST ) are presented in Table 4. All 9 loci illustrated an excess of heterozygosity in both populations. The mean F IT amounted to (from to 0.561). Mean F IS within populations (P<0.001) was (from to ). The fixation coefficients of subpopulations for the loci studied within the total populations, measured as an F ST value, varied from (Ap226) to (Ap243), with a mean of (Table 4). The mean gene flow (Nm) value was calculated as It was
3 calculated as for Ap243 and as for Ap226. Nei s genetic distance between the studied populations of A. m. carnica and A. m. caucasica was calculated as DISCUSSION Gene heterozygosity is a suitable parameter for investigating genetic variation. Ott (2001) gave a definition that a polymorphic locus must have a heterozygosity of at least In this aspect, all 9 microsatellite loci studied in our investigation had high polymorphism with a mean expected heterozygosity of for A. m. carnica and for A. m. caucasica, showing a high degree of genetic diversity and relative high selection potential. Microsatellite studies on honeybee populations have been generally carried out for European and African honeybee subspecies (Frank et al., 1998, 2001), whereas recent studies have been published for island populations and Mediterranean honeybee populations (Dall Olio et al., 2007; Franck et al., 2001; Bodur et al., 2007). According to these studies, the expected heterozygosity levels were highest among African honeybee populations between 0.76 and 0.90 (Franck et al., 2001) and lowest among western Mediterranean honeybees between 0.26 and 0.68 (Garnery et al., 1998; Franck et al., 2001). Additionally, the gene diversity for North Mediterranean honeybees varied from and (Dall Olio et al., 2007). Lebanon honeybees including Middle Eastern honeybee populations were studied using microsatellite loci and the gene diversity for these populations was estimated to be 0.65 (Franck et al., 2000). Bodur et al. (2007) found gene diversity values between 0.54 and 0.68, which was very similar to Middle Eastern populations. In our study, locus-based gene diversity values ranged between (Ap243) for A. m. caucasica and (A088) for A. m. carnica. Ap243 revealed the smaller value of for gene diversity in A. m. caucasica (O lineage) and higher value of in A. m. carnica (C lineage). At the same locus, Solignac et al. (2003) estimated a higher gene diversity for M lineage (0.56) and lower gene diversity for C lineage (0.07). We calculated the gene diversity for the A024 locus in A. m. carnica and A. m. caucasica as and 0.755, respectively. Solignac et al. (2003) estimated gene diversities of 0.29 and 0.61 for M and C lineages, respectively. The gene diversity for Ap256 was detected as and for A. m. carnica and A. m. caucasica bees, respectively, in our study. For the same locus, the gene diversity value was estimated at 0.61 for M lineage, 0.79 for C and 0.75 for A lineages (Solignac et al., 2003). The gene diversity estimations for the Ac011 locus were and in our study and reported as 0.80 for M lineage, 0.43 for C and 0.80 for A lineages by Solignac et al. (2003) and as by Chaline et al. (2002) in UK honeybee populations. Additionally, F ST values have been determined for lineages and different populations by many studies (Frank et al., 2000; 2001; Garnery et al., 1998; Dall Olio et al., 2007; Bodur et al. 2007). According to Hartl and Clark (2007), F ST levels between 0 and 0.05 indicate slight genetic differentiation; levels between 0.05 and 0.15 indicate moderate genetic differentiation; levels between 0.15 and 0.25 indicate high genetic differentiation and levels larger than 0.25 designate highly significant genetic differentiation. According to this information, the F ST values for most of the loci in our study ( ) demonstrated slight and moderate levels of heterozygosity, except for the Ap243 (0.247) locus where high genetic differentiation in both populations was established. Franck et al. (2000) revealed that the lineage pairwise F ST values for A and M lineages were smaller than 0.1, whereas C lineage pairwise values were higher than 0.1 levels. Furthermore, Franck et al. (2001) illustrated that pairwise F ST values for A lineage were between
4 0.01 and 0.12, for M lineage smaller than 0.1 and for C lineage between 0.17 and According to Garnery et al. (1998), among western European populations (Portugal, France, Spain, Sweden and Belgium), pairwise F ST was calculated between and (Garnery et al., 1998). Dall Olio et al. (2007) estimated the pairwise F ST value as and for A. m. ligustica clustered in C lineage and as and for the mellifera group. Bodur et al. (2007) estimated pairwise F ST values between 0.0 and for Turkish honeybee populations using nine different microsatellite loci. The gene flow (Nm) values provide information about the genetic divergence or genetic similarity of subpopulations due to gene flow. If the Nm value is smaller than 2, there is still considerable genetic differentiation among subpopulations. In our study, Nm was greater than 2 for most of the loci studied. This indicated small genetic differentiations among the populations. In this study, private alleles for both populations are described. As their frequencies were more than 5%, all 35 private alleles observed in A. m. carnica and 20 private alleles observed in A. m. caucasica, together with the most frequent alleles in the populations (Table 3), could be successfully used as suitable genetic markers. The results of this research provide new information concerning the genetic variability in A. m. carnica and A. m. caucasica selectively reared in Poland. Comparative data about genetic polymorphism in carnica and caucasica honeybees from Poland based on microsatellite DNA analysis are reported and discussed here for the first time. The results could be useful for selection and conservation purposes. Authors contributions: Stanimila R. Nikolova performed the microsatellite DNA work, Malgorzata Bienkowska contributed in organization of breeding work on honey bees of A. m. carnica and A. m. caucasica from Poland and done instrumental insemination, Dariusz Gerula contributed in the implementation of breeding programs, sampled the bees and contributed in the morphometrical analysis, Evgeniya N. Ivanova organized the experiment, worked on microsatellite analysis and prepared the article. Conflict of interest disclosure: The authors declare no conflict of interest. REFERENCES Bodur, C., Kence, M. and Kence, A. (2007). Genetic structure of honeybee, Apis mellifera L. (Hymenoptera:Apidae) populations of Turkey inferred from microsatellite analysis. J. Apic. Res. 46 (1), Chaline, N., Ratnieks, F. and Burke T. (2002). Anarchy in the UK: Detailed analysis of worker reproduction in a naturally-occurring British anarchistic honeybee, Apis mellifera, colony using microsatellite markers. Mol. Ecol. 11, Dall Olio, R., Marino, A., Lodesani, M., Moritz, RF. (2007). Genetic characterization of Italian honey bees, Apis mellifera ligustica, based on microsatellite DNA polymorphisms. Apidologie 38 (2): De La Rua, P., Jaffé, R., Dall Olıo, R., Muňoz, J. and Serrano J. (2009). Biodiversity, conservation and current threats to European honeybees. Apidologie (special issue) 40, Franck, P., Garnery, L., Loıseau, A., Oldroyd, B.P., Hepburn, H.R. and Solıgnac M. (2001). Genetic diversity of the honeybee in Africa: microsatellite and mitochondrial data. Heredity 86, Franck, P., Garnery, L., Solıgnac, M. and Cornuet, J. M. (1998). The origin of west European subspecies of honey bees (Apis mellifera): new insights from microsatellite and mitochondrial data. Evolution 52, Franck, P., Garnery, L., Solıgnac, M. and Cornuet J. M. (2000). Molecular confirmation of a fourth lineage in honeybees from the Near East. Apidologie 31, Garnery, L., Franck, P., Baudry, E., Vautrın, D., Cornuet, J.M. and Solıgnac M. (1998). Genetic diversity of the west European honey bee (Apis mellifera mellifera and A. m. iberica). I. Mitochondrial DNA. Genetics Selection Evolution 30, Gerula, D., Tofilski, A., Wegrzynowicz, P. and Skowronek, W. (2009). Computer-assisted discrimination of honeybee subspecies used for breeding in Poland. J. Apic. Sci. 53(2),
5 Gromisz, M. (1981). Morphological evaluation of colony population in breeding apiary. Pszczelnicze Zeszyty Naukowe 25: (In Polish with English summary) Gromisz, M. (1978). Morphological features of Caucasian honeybees imported to Poland in the years of Pszczelnicze Zeszyty Naukowe 22, (In Polish with English summary) Hartl, D. and Clark, A. (2007). Principles of population genetics. In: Inbreeding, population, subdivision and migration. (Eds. D. Hartl and A. Clark), Sinauer Associates Inc. Publishers, Sunderland, Massachussetts. Ivanova, E., Bouga, M., Staykova, T., Mladenovic, M., Rasic, S., Charistos, L., Hatjina, F. and Petrov, P. (2012). The genetic variability of honey bees from the Southern Balkan Peninsula, based on alloenzymic data. J. Apic. Res. 51 (4), Ivanova, E.N., Bienkowska, M. and Petrov, P. (2011). Allozyme polymorphism and phylogenetic relationships in Apis mellifera subspecies selectively reared in Poland and Bulgaria. Folia Biol-Krakow 59 (3-4), Meixner, M. D., Pinto, M. A., Bouga, M., Kryger, P., Ivanova, E. and Fuchs, S. (2013). Standard methods for characterising subspecies and ecotypes of Apis mellifera. J. Apic. Res. 52 (4)1-28. Meixner, M.D., Costa, C., Kryger, P., Hatjina, F., Bouga, M., Ivanova, E.N. and Büchler, R. (2010). Conserving diversity and vitality for honey bee breeding. J. Apic. Res. 49 (1), Nei, M. (1987). Molecular Evolutionary Genetics. In: DNA polymorphism within and between populations. (Eds. M. Nei), Columbia University Press, New York. Nikolova, S. (2011). Genetic variability of local Bulgarian honey bees Apis mellifera macedonica (rodopica) based on microsatellite DNA analysis. J. Apic. Sci. 55 (2), Ott, J. (2001). Analysis of Human Genetic Linkage (revised edition). In: Genetic loci and genetic polymorphism. (Eds. J. Ott), Johns Hopkins University Press, Baltimore, Maryland. Raymond, M. and Rousset, F. (1995). GENEPOP (Version-1.2) A population genetics software for exact tests and ecumenicism. J. Hered. 86 (3), Ruttner, F. (1988). Biogeography and Taxonomy of Honeybees. Springer-Verlag, 284 pp. Berlin Heidelberg, Germany. Ruttner, F. (1992). Naturgeschichte der Honigbienen. Ehrenwirth, 357 pp. Munich, Germany. Sheppard, W.S. and Meixner, M.D. (2003). Apis mellifera pomonella, a new honey bee subspecies from Central Asia. Apidologie 34, Sheppard, W.S., Arias, M.C., Meixner, M. and Grech, A. (1997). Apis mellifera ruttneri, a new honey bee subspecies from Malta. Apidologie 28, Solignac, M., Vautrin, D., Loiseau, A., Mougel, F., Baudry, E., Estoup, A., Garnery, L., Haberl, M. and Cornuet, J.M. (2003). Five hundred and fifty microsatellite markers for the study of the honeybee (Apis mellifera L.) genome. Mol. Ecol. Notes 3 (2), Tofilski, A. (2004). DrawWing, a program for numeral description of insect wings. J. Insect Sci. 4, Tofilski, A. (2008). Using geometric morphometrics and standard morphometry to discriminate three honeybee subspecies. Apidologie 39, Weir, B. S. and Cockerham, C. C. (1984). Estimating F-statistics for the analysis of population structure. Evolution 38,
6 Table 1. Characteristics of microsatellite loci used for STR analyses of A. m. carnica and A. m. caucasica populations. Name of the locus Am, unified nomenclature for A. mellifera microsatellite markers Am001 to Am552 Accession no. in EBI Size of the sequenced allele (bp) Motifs, repeats between primers Annealing temperature ( o C) Ac AJ (CT) A AJ (CT) A AJ (CT) A AJ (CT) 10 (GGA) Ap AJ (CT) Ap AJ (AT) 6 (GT) 3 (AT) 7 (GA) Ap AJ (TCC) Ap AJ (GA) 6 (GA) Ap AJ (GA) 12 AT(GA) MgCl 2 (mm)
7 Table 2. Number of alleles (Na), heterozygosity observed (Ho) and expected (He) per locus for A. m. carnica and A. m. caucasica populations. Locus Population Ac 011 A024 A043 A088 Ap226 Ap238 Ap243 Ap249 Ap256 A.m. carnica Na Ho He A.m. caucasica Na Ho He
8 Table 3. Allele frequencies at the microsatellite loci studied. Private allele frequencies are marked with (*). Locus Allele/n A.m.carnica A.m.caucasica Ac * * * * * * A * * * * * * * * A * * A * * * * * * * * * Ap * * * * * * Ap * * *
9 * * Ap * * * * * * Ap * * * * Ap * * * * * * * * *
10 Table 4. The heterozygosity level of individual loci within subpopulation (F IS ), in total populations (F IT ), the degree of genetic differentiation of subpopulations (F ST ) and gene flow value (Nm). Locus F IS F IT F ST Nm Ac A A A Ap Ap Ap Ap Ap Mean
Use of geometric morphometrics to differentiate selected lines of Carniolan honeybees (Apis mellifera carnica) in Serbia and Montenegro
Arch. Biol. Sci., Belgrade, 67(3), 929-934, 2015 DOI:10.2298/ABS140224054R Use of geometric morphometrics to differentiate selected lines of Carniolan honeybees (Apis mellifera carnica) in Serbia and Montenegro
More informationEvaluation of morphological characteristics of honey bee Apis mellifera meda (Hymenoptera: Apidae) in Mazandaran (North of Iran)
Technical Journal of Engineering and Applied Sciences Available online at www.tjeas.com 213 TJEAS Journal213313/1281284 ISSN 251853 213 TJEAS Evaluation of morphological characteristics of honey bee Apis
More informationMOLECULAR PHYLOGENETIC STUDY ON APIS MELLIFERA SUBSPECIES INFERRED FROM CYTOCHROME OXIDASE I SEQUENCE
MOLECULAR PHYLOGENETIC STUDY ON APIS MELLIFERA SUBSPECIES INFERRED FROM CYTOCHROME OXIDASE I SEQUENCE Ashokan K.V. Department of Zoology, PVP College, Kavathe Mahankal, Sangli, Maharashtra, India-416405
More informationWhy to Barcode A. mellifera of SA: Yehya Zaki Alattal. Associate Professor King Saud University 5-6/2/2018
Barcoding of the honeybee Apis mellifera of Saudi Arabia Yehya Zaki Alattal Associate Professor King Saud University 5-6/2/2018 1 Why to Barcode A. mellifera of SA: Population structure may be endangered
More informationThe honeybee (Apis mellifera L.) is distributed
Pakistan J. Zool., vol. 48(1), pp. 195-199, 2016. Determination of Annual Colony Development of the Yığılca Local Honeybee in Turkey and Comparison with Apis mellifera caucasica and A.m. anatoliaca Hybrids
More informationGenetic structure of Balearic honeybee populations based on microsatellite polymorphism
Genet. Sel. Evol. 35 (2003) 339 350 339 INRA, EDP Sciences, 2003 DOI: 10.1051/gse:2003012 Original article Genetic structure of Balearic honeybee populations based on microsatellite polymorphism Pilar
More informationDOI: /jas
DOI: 10.2478/jas-2014-0007 Original Article J. APIC. SCI. Vol. 58 No. 1 2014 J. APIC. SCI. Vol. 58 No. 1 2014 Morphological discrimination of Greek honey bee populations based on geometric morphometrics
More informationLecture 13: Population Structure. October 8, 2012
Lecture 13: Population Structure October 8, 2012 Last Time Effective population size calculations Historical importance of drift: shifting balance or noise? Population structure Today Course feedback The
More informationA fifth major genetic group among honeybees revealed in Syria
A fifth major genetic group among honeybees revealed in Syria Alburaki et al. Alburaki et al. BMC Genetics 2013, 14:117 Alburaki et al. BMC Genetics 2013, 14:117 RESEARCH ARTICLE Open Access A fifth major
More informationMitochondrial DNA genetic diversity of honey bees, Apis mellifera,inhawaii
Apidologie (2016) 47:679 687 * INRA, DIB and Springer-Verlag France, 2015 DOI: 10.1007/s13592-015-0416-4 Original article Mitochondrial DNA genetic diversity of honey bees, Apis mellifera,inhawaii Allen
More informationMICROSATELLITE INVESTIGATIONS OF EFFECTIVE MATING FREQUENCIES IN HONEY BEES (APIS MELLIFERA) FROM DIFFERENT LOCATIONS OF KENYA
MICROSATELLITE INVESTIGATIONS OF EFFECTIVE MATING FREQUENCIES IN HONEY BEES (APIS MELLIFERA) FROM DIFFERENT LOCATIONS OF KENYA Shi Wei a Department of Entomology, Swedish University of Agricultural Sciences,
More informationprotected populations of the black honeybee, Apis mellifera mellifera, in northwest Europe
Molecular Ecology (2005) 14, 93 106 doi: 10.1111/j.1365-294X.2004.02399.x Varying degrees of Apis mellifera ligustica introgression in Blackwell Publishing, Ltd. protected populations of the black honeybee,
More informationGenetic diversity of beech in Greece
Genetic diversity of beech in Greece A.C. Papageorgiou (1), I. Tsiripidis (2), S. Hatziskakis (1) Democritus University of Thrace Forest Genetics Laboratory Orestiada, Greece (2) Aristotle University of
More informationComparison of standard and geometric morphometric methods for discrimination of honey bees populations (Apis mellifera L.) in Iran
2016; 4(1): 47-53 E-ISSN: 2320-7078 P-ISSN: 2349-6800 JEZS 2016; 4(1): 47-53 2016 JEZS Received: 21-11-2015 Accepted: 23-12-2015 Hadis Gomeh MSc Student of Plant Protection Department, Faculty of Agriculture,
More informationPopulation Structure
Ch 4: Population Subdivision Population Structure v most natural populations exist across a landscape (or seascape) that is more or less divided into areas of suitable habitat v to the extent that populations
More informationReproductive biology of the Cape honeybee: A critique of Beekman et al.
A critique of Asexually Produced Cape Honeybee Queens (Apis mellifera capensis) Reproduce Sexually authors: MADELEINE BEEKMAN, MICHAEL H. ALLSOPP, JULIANNE LIM, FRANCES GOUDIE, AND BENJAMIN P. OLDROYD
More informationLecture 13: Variation Among Populations and Gene Flow. Oct 2, 2006
Lecture 13: Variation Among Populations and Gene Flow Oct 2, 2006 Questions about exam? Last Time Variation within populations: genetic identity and spatial autocorrelation Today Variation among populations:
More informationA review of methods for discrimination of honey bee populations as applied to European beekeeping
Journal of Apicultural Research ISSN: 0021-8839 (Print) 2078-6913 (Online) Journal homepage: http://www.tandfonline.com/loi/tjar20 A review of methods for discrimination of honey bee populations as applied
More informationHoney Bees (Hymenoptera: Apidae) of African Origin Exist in Non-Africanized Areas of the Southern United States: Evidence from Mitochondrial DNA
GENETICS Honey Bees (Hymenoptera: Apidae) of African Origin Exist in Non-Africanized Areas of the Southern United States: Evidence from Mitochondrial DNA M. A. PINTO, 1 W. S. SHEPPARD, 2 J. S. JOHNSTON,
More informationNon-commercial use only
Journal Journal of Entomological of and and Acarological Research Research 2015; 2012; volume volume 47:5120 44:e Characterisation and tracking changes of morphological characteristics in honey bee, Apis
More informationRearing Honeybee Queens in, Apis Mellifera L. Colonies During the Activity Season of Oriental Wasps Vespa Orientalis L
International Journal of Agricultural Technology 2016 Vol. 12(4):667-674 Available online http://www.ijat-aatsea.com ISSN 2630-0192 (Online) Rearing Honeybee Queens in, Apis Mellifera L. Colonies During
More informationApplications of Genetics to Conservation Biology
Applications of Genetics to Conservation Biology Molecular Taxonomy Populations, Gene Flow, Phylogeography Relatedness - Kinship, Paternity, Individual ID Conservation Biology Population biology Physiology
More informationExploited superorganisms how life history shapes the reproductive strategies of honeybees
Essay Introduction to Advanced Biology M.Sc. Biodiversity, Ecology & Evolution von Jana Bundschuh Exploited superorganisms how life history shapes the reproductive strategies of honeybees Not all honeybees
More informationHybridiza)on. Robert J. Paxton
Hybridiza)on Robert J. Paxton NIHBS: Native Irish Honey Bee Society, Athlone, 10 th November 2013 2 The Good, the Bad and the Ugly Hybrid: a defini8on In biology and specifically, gene8cs, the term hybrid
More informationSupporting Online Material for
www.sciencemag.org/cgi/content/full/314/5799/642/dc1 Supporting Online Material for Thrice out of Africa: Ancient and Recent Expansions of the Honey Bee, Apis mellifera Charles W. Whitfield, * Susanta
More informationUsing geometric morphometrics and standard morphometry to discriminate three honeybee subspecies*
Apidologie 39 (2008) 558 563 c INRA/DIB-AGIB/ EDP Sciences, 2008 DOI: 10.1051/apido:2008037 Available online at: www.apidologie.org Original article Using geometric morphometrics and standard morphometry
More informationIntracolonial nepotism during colony fissioning in honey bees?
Intracolonial nepotism during colony fissioning in honey bees? Juliana Rangel Co-authors: Heather Mattila, Thomas Seeley Department of Neurobiology and Behavior Cornell University Apimondia Conference,
More informationDrift Inflates Variance among Populations. Geographic Population Structure. Variance among groups increases across generations (Buri 1956)
Geographic Population Structure Alan R Rogers December 4, 205 / 26 Drift Inflates Variance among Populations 2 / 26 Variance among groups increases across generations Buri 956) 3 / 26 Gene flow migration)
More informationThe Western Honey Bee:
The Western Honey Bee: 1. Taxonomy 2. Various Breeds and Hybrids 3. Characteristics Apis mellifera The European honey bee or Western honey bee (Apis mellifera) is a species of honey bee. The genus Apis
More informationAssociation between caste and genotype in the termite Mastotermes darwiniensis Froggatt (Isoptera: Mastotermitidae)
Australian Journal of Entomology (2003) 42, 1 5 Association between caste and genotype in the termite Mastotermes darwiniensis Froggatt (Isoptera: Mastotermitidae) Michael A D Goodisman and Ross H Crozier*
More informationNeutral Theory of Molecular Evolution
Neutral Theory of Molecular Evolution Kimura Nature (968) 7:64-66 King and Jukes Science (969) 64:788-798 (Non-Darwinian Evolution) Neutral Theory of Molecular Evolution Describes the source of variation
More informationDetermining colony densities in wild honeybee populations (Apis mellifera) with linked microsatellite DNA markers
DOI 10.1007/s10841-007-9078-5 ORIGINAL PAPER Determining colony densities in wild honeybee populations (Apis mellifera) with linked microsatellite DNA markers Robin F. A. Moritz Æ Vincent Dietemann Æ Robin
More informationmellifera mellifera at a regional scale using
Journal of Apicultural Research 53(2): 279-287 (2014) IBRA 2014 DOI 10.3896/IBRA.1.53.2.09 ORIGINAL RESEARCH ARTICLE Identifying suitable queen rearing sites of Apis mellifera mellifera at a regional scale
More informationGenetic structure of honeybee populations from southern Brazil and Uruguay
Research Article Genetics and Molecular Biology, 26, 1, 47-52 (2003) Copyright by the Brazilian Society of Genetics. Printed in Brazil www.sbg.org.br Genetic structure of honeybee populations from southern
More information2. Der Dissertation zugrunde liegende Publikationen und Manuskripte. 2.1 Fine scale mapping in the sex locus region of the honey bee (Apis mellifera)
2. Der Dissertation zugrunde liegende Publikationen und Manuskripte 2.1 Fine scale mapping in the sex locus region of the honey bee (Apis mellifera) M. Hasselmann 1, M. K. Fondrk², R. E. Page Jr.² und
More information- point mutations in most non-coding DNA sites likely are likely neutral in their phenotypic effects.
January 29 th, 2010 Bioe 109 Winter 2010 Lecture 10 Microevolution 3 - random genetic drift - one of the most important shifts in evolutionary thinking over the past 30 years has been an appreciation of
More informationMajor questions of evolutionary genetics. Experimental tools of evolutionary genetics. Theoretical population genetics.
Evolutionary Genetics (for Encyclopedia of Biodiversity) Sergey Gavrilets Departments of Ecology and Evolutionary Biology and Mathematics, University of Tennessee, Knoxville, TN 37996-6 USA Evolutionary
More informationcinerea Hereditas 139: 7 12 (2003) DANQING ZHU 1,3, MICHEL CHAPUISAT 2 and PEKKA PAMILO 1,4
Hereditas 139: 7 12 (2003) Highly variable social organisation of colonies in the ant Formica cinerea DANQING ZHU 1,3, MICHEL CHAPUISAT 2 and PEKKA PAMILO 1,4 1 Department of Conser ation Biology and Genetics,
More informationMOLECULAR PHYLOGENY AND GENETIC DIVERSITY ANALYSIS. Masatoshi Nei"
MOLECULAR PHYLOGENY AND GENETIC DIVERSITY ANALYSIS Masatoshi Nei" Abstract: Phylogenetic trees: Recent advances in statistical methods for phylogenetic reconstruction and genetic diversity analysis were
More informationAEC 550 Conservation Genetics Lecture #2 Probability, Random mating, HW Expectations, & Genetic Diversity,
AEC 550 Conservation Genetics Lecture #2 Probability, Random mating, HW Expectations, & Genetic Diversity, Today: Review Probability in Populatin Genetics Review basic statistics Population Definition
More informationMorphometric and genetic changes in a population of Apis mellifera after 34 years of Africanization
Morphometric and genetic changes in a population of Apis mellifera after 34 years of Africanization T.M. Francoy 1, D. Wittmann 2, V. Steinhage 3, M. Drauschke 3, S. Müller 3, D.R. Cunha 4, A.M. Nascimento
More informationSTUDIES ON WINGS SYMMETRY AND HONEY BEE RACES DISCRIMINATION BY USING STANDARD AND GEOMETRIC MORPHOMETRICS
Biotechnology in Animal Husbandry 28 (3), p 575-584, 2012 ISSN 1450-9156 Publisher: Institute for Animal Husbandry, Belgrade-Zemun UDC 638.1 DOI: 10.2298/BAH1203575A STUDIES ON WINGS SYMMETRY AND HONEY
More informationApidologie Official journal of the Institut National de la Recherche Agronomique (INRA) and Deutschen Imkerbundes e.v. (D.I.B.
Differences in colony phenotypes across different origins and locations: evidence for genotype by environment interactions in the Italian honeybee (Apis mellifera ligustica)? Cecilia Costa, Marco Lodesani
More informationLecture 3: Biogeography of Honey Bees
Lecture 3: Biogeography of Honey Bees University of Florida Department of Entomology & Nematology Dr. Jamie Ellis Created by: Pablo Herrera, Catherine Nalen, Jamie Ellis What is Biogeography? 1. Biogeography
More informationProcesses of Evolution
15 Processes of Evolution Forces of Evolution Concept 15.4 Selection Can Be Stabilizing, Directional, or Disruptive Natural selection can act on quantitative traits in three ways: Stabilizing selection
More informationPackage FinePop. October 26, 2018
Type Package Title Fine-Scale Population Analysis Version 1.5.1 Date 2018-10-25 Package FinePop October 26, 2018 Author Reiichiro Nakamichi, Hirohisa Kishino, Shuichi Kitada Maintainer Reiichiro Nakamichi
More informationMolecular Markers, Natural History, and Evolution
Molecular Markers, Natural History, and Evolution Second Edition JOHN C. AVISE University of Georgia Sinauer Associates, Inc. Publishers Sunderland, Massachusetts Contents PART I Background CHAPTER 1:
More informationConservation Genetics. Outline
Conservation Genetics The basis for an evolutionary conservation Outline Introduction to conservation genetics Genetic diversity and measurement Genetic consequences of small population size and extinction.
More information19. Genetic Drift. The biological context. There are four basic consequences of genetic drift:
9. Genetic Drift Genetic drift is the alteration of gene frequencies due to sampling variation from one generation to the next. It operates to some degree in all finite populations, but can be significant
More informationLevels of genetic variation for a single gene, multiple genes or an entire genome
From previous lectures: binomial and multinomial probabilities Hardy-Weinberg equilibrium and testing HW proportions (statistical tests) estimation of genotype & allele frequencies within population maximum
More informationMORPHOMETRICAL, BIOLOGICAL AND BEHAVIORAL STUDIES ON SOME HONEY BEE RACES AT EL-BEHEIRA GOVERNORATE
-34- Summary of MORPHOMETRICAL, BIOLOGICAL AND BEHAVIORAL STUDIES ON SOME HONEY BEE RACES AT EL-BEHEIRA GOVERNORATE A Thesis Presented to the Graduate School Faculty of Agriculture, Damanhour, Alexandria
More informationPopulation genetics snippets for genepop
Population genetics snippets for genepop Peter Beerli August 0, 205 Contents 0.Basics 0.2Exact test 2 0.Fixation indices 4 0.4Isolation by Distance 5 0.5Further Reading 8 0.6References 8 0.7Disclaimer
More informationMating frequency and genetic relatedness of workers in the hornet Vespa analis (Hymenoptera: Vespidae)
Entomological Science (003) 6, 119 13 ORIGINAL ARTICLE Mating frequency and genetic relatedness of workers in the hornet Vespa analis (Hymenoptera: Vespidae) Jun-ichi TAKAHASHI, 1 Shin ichi AKIMOTO, 1
More informationMultiple paternity and hybridization in two smooth-hound sharks
Multiple paternity and hybridization in two smooth-hound sharks Ilaria A. M. Marino 1, Emilio Riginella 1, Michele Gristina 2, Maria B. Rasotto 1, Lorenzo Zane 1*, Carlotta Mazzoldi 1 1 Department of Biology,
More informationHoney Bee Species. Apis mellifera (the European or Western honey bee) Michael Birt
Honey Bee Species Michael Birt There are almost 20,000 species of bees in the world which have been identified to date. Bees are close relatives of ants, wasp and hornets. One genus under which all honey
More informationPhylogeography of Apis cerana populations on Hainan island and southern mainland China revealed by microsatellite polymorphism and mitochondrial DNA
Phylogeography of Apis cerana populations on Hainan island and southern mainland China revealed by microsatellite polymorphism and mitochondrial DNA Wenzheng Zhao, Miao Wang, Yiqiu Liu, Xueyang Gong, Kun
More informationEvolution of phenotypic traits
Quantitative genetics Evolution of phenotypic traits Very few phenotypic traits are controlled by one locus, as in our previous discussion of genetics and evolution Quantitative genetics considers characters
More informationLecture 22: Signatures of Selection and Introduction to Linkage Disequilibrium. November 12, 2012
Lecture 22: Signatures of Selection and Introduction to Linkage Disequilibrium November 12, 2012 Last Time Sequence data and quantification of variation Infinite sites model Nucleotide diversity (π) Sequence-based
More informationModule Contact: Dr Doug Yu, BIO Copyright of the University of East Anglia Version 1
UNIVERSITY OF EAST ANGLIA School of Biological Sciences Main Series UG Examination 2014-2015 EVOLUTIONARY BIOLOGY & CONSERVATION GENETICS BIO-3C24 Time allowed: 3 hours Answer ALL questions in Section
More informationRapid morphological changes in populations of hybrids between Africanized and European honey bees
Rapid morphological changes in populations of hybrids between Africanized and European honey bees T.M. Francoy 1, L.S. Gonçalves 2,3,4 and D. De Jong 5 1 Escola de Artes, Ciências e Humanidades, Universidade
More informationBody morphological characteristics of honey bees
Agricultura 10: No 1-2: 45-49 (2013) Copyright 2013 by University of Maribor Body morphological characteristics of honey bees Hossam F. ABOU-SHAARA 1,2*, Ahmad A. AL-GHAMDI 1 and Abdelsalam A. MOHAMED
More informationIntroduction to Advanced Population Genetics
Introduction to Advanced Population Genetics Learning Objectives Describe the basic model of human evolutionary history Describe the key evolutionary forces How demography can influence the site frequency
More informationComparing Alternative Methods for Holding Virgin Honey Bee Queens for One Week in Mailing Cages before Mating
Comparing Alternative Methods for Holding Virgin Honey Bee Queens for One Week in Mailing Cages before Mating Gianluigi Bigio*, Christoph Grüter, Francis L. W. Ratnieks Laboratory of Apiculture and Social
More informationGROOMING BEHAVIOR IN VAROOSIS RESISTANCE IN TWO HONEYBEE ECOGEOGRAPHIC VARIETIES (APIS MELLIFERA CARNICA) FROM SERBIA
GROOMING BEHAVIOR IN VAROOSIS RESISTANCE IN TWO HONEYBEE ECOGEOGRAPHIC VARIETIES (APIS MELLIFERA CARNICA) FROM SERBIA Dejan Pejovic, Marijana Vucicevic and Zoran Stanimirovic Department of Biology, Faculty
More informationDOI: /jas
DOI: 10.2478/jas-2014-0014 J. APIC. SCI. Vol. 58 No. 1 2014 J. APIC. SCI. Vol. 58 No. 1 2014 Original Article Causes and scale of winter flights in honey bee (Apis mellifera carnica ) colonies Paweł Węgrzynowicz*
More informationEvolutionary Theory. Sinauer Associates, Inc. Publishers Sunderland, Massachusetts U.S.A.
Evolutionary Theory Mathematical and Conceptual Foundations Sean H. Rice Sinauer Associates, Inc. Publishers Sunderland, Massachusetts U.S.A. Contents Preface ix Introduction 1 CHAPTER 1 Selection on One
More informationMolecular characterization of Turkish honey bee populations (Apis mellifera) inferred from mitochondrial DNA RFLP and sequence results*
Apidologie 40 (2009) 570 576 c INRA/DIB-AGIB/ EDP Sciences, 2009 DOI: 10.1051/apido/2009032 Available online at: www.apidologie.org Original article Molecular characterization of Turkish honey bee populations
More informationGenetic characterization of the invasive populations of Vespa velutina in France
Genetic characterization of the invasive populations of Vespa velutina in France M.ARCA 1,2, C.CAPDEVIELLE-DULAC DULAC 1, C.NADEAU 1, C.VILLEMANT 3, G.ARNOLD 2, J.F. SILVAIN 1 (1) IRD, UR 072, Laboratoire
More informationChapter 22: Descent with Modification 1. BRIEFLY summarize the main points that Darwin made in The Origin of Species.
AP Biology Chapter Packet 7- Evolution Name Chapter 22: Descent with Modification 1. BRIEFLY summarize the main points that Darwin made in The Origin of Species. 2. Define the following terms: a. Natural
More informationin Tamil Nadu The number of
General Impact Factor (GIF): 0.875 Scientific Journal Impact Factor: 1.205 International Journal of Applied And Pure Science and Agriculture www.ijapsa.com e- ISSN: 2394-5532 p- ISSN: 2394-823X Morphometric
More informationLecture WS Evolutionary Genetics Part I 1
Quantitative genetics Quantitative genetics is the study of the inheritance of quantitative/continuous phenotypic traits, like human height and body size, grain colour in winter wheat or beak depth in
More informationEpigenetic vs. genetic diversity of stenoendemic short toothed sage (Salvia brachyodon Vandas)
Epigenetic vs. genetic diversity of stenoendemic short toothed sage (Salvia brachyodon Vandas) Biruš, I., Liber, Z., Radosavljević, I., Bogdanović, S., Jug Dujaković, M., Zoldoš, V., Šatović, Z. Balkan
More informationMetadata of the article that will be visualized in OnlineFirst
Metadata of the article that will be visualized in OnlineFirst 1 Article Title Genetic div ersity of the endemic honeybee: Apis mellifera unicolor (Hymenoptera: Apidae) in Madagascar 2 Article Sub- Title
More informationEVOLUTION UNIT. 3. Unlike his predecessors, Darwin proposed a mechanism by which evolution could occur called.
EVOLUTION UNIT Name Read Chapters 1.3, 20, 21, 22, 24.1 and 35.9 and complete the following. Chapter 1.3 Review from The Science of Biology 1. Discuss the influences, experiences and observations that
More informationMRJP microsatellite markers in Africanized Apis mellifera colonies selected on the basis of royal jelly production
MRJP microsatellite markers in Africanized Apis mellifera colonies selected on the basis of royal jelly production R.S. Parpinelli 1, M.C.C. Ruvolo-Takasusuki 2 and V.A.A. Toledo 1 1 Departamento de Zootecnia,
More informationUnit 7: Evolution Guided Reading Questions (80 pts total)
AP Biology Biology, Campbell and Reece, 10th Edition Adapted from chapter reading guides originally created by Lynn Miriello Name: Unit 7: Evolution Guided Reading Questions (80 pts total) Chapter 22 Descent
More informationMorphological study of Honeybees (Apis mellifera) from Libya
Morphological study of Honeybees (Apis mellifera) from Libya Taher Shaibi, Stefan Fuchs, Robin F.A. Moritz To cite this version: Taher Shaibi, Stefan Fuchs, Robin F.A. Moritz. Morphological study of Honeybees
More informationBIOL 502 Population Genetics Spring 2017
BIOL 502 Population Genetics Spring 2017 Lecture 1 Genomic Variation Arun Sethuraman California State University San Marcos Table of contents 1. What is Population Genetics? 2. Vocabulary Recap 3. Relevance
More informationChapter 16. Table of Contents. Section 1 Genetic Equilibrium. Section 2 Disruption of Genetic Equilibrium. Section 3 Formation of Species
Population Genetics and Speciation Table of Contents Section 1 Genetic Equilibrium Section 2 Disruption of Genetic Equilibrium Section 3 Formation of Species Section 1 Genetic Equilibrium Objectives Identify
More informationIndividual and population-level responses to ocean acidification
Individual and population-level responses to ocean acidification Ben P. Harvey, Niall J. McKeown, Samuel P.S. Rastrick, Camilla Bertolini, Andy Foggo, Helen Graham, Jason M. Hall-Spencer, Marco Milazzo,
More informationD. Incorrect! That is what a phylogenetic tree intends to depict.
Genetics - Problem Drill 24: Evolutionary Genetics No. 1 of 10 1. A phylogenetic tree gives all of the following information except for. (A) DNA sequence homology among species. (B) Protein sequence similarity
More informationClassical Selection, Balancing Selection, and Neutral Mutations
Classical Selection, Balancing Selection, and Neutral Mutations Classical Selection Perspective of the Fate of Mutations All mutations are EITHER beneficial or deleterious o Beneficial mutations are selected
More informationCONGEN Population structure and evolutionary histories
CONGEN Population structure and evolutionary histories The table below shows allele counts at a microsatellite locus genotyped in 12 populations of Atlantic salmon. Review the table and prepare to discuss
More informationWhen do honey bee guards reject their former nestmates after swarming?
Insectes soc. 49 (2002) 56 61 0020-1812/02/010056-06 $ 1.50+0.20/0 Birkhäuser Verlag, Basel, 2002 Insectes Sociaux Research article When do honey bee guards reject their former nestmates after swarming?
More informationQ1) Explain how background selection and genetic hitchhiking could explain the positive correlation between genetic diversity and recombination rate.
OEB 242 Exam Practice Problems Answer Key Q1) Explain how background selection and genetic hitchhiking could explain the positive correlation between genetic diversity and recombination rate. First, recall
More informationPhylogeography and genetic differentiation between Loxigilla noctis and L. barbadensis in the Lesser Antilles
Phylogeography and genetic differentiation between Loxigilla noctis and L. barbadensis in the Lesser Antilles Sophie Arnaud-Haond 1, Carla Daniel 2, Sébastien Motreuil 3, Julia Horrocks 2 & Frank Cézilly
More informationGeographical patterns of mitochondrial DNA variation in Apis mellifera iberiensis (Hymenoptera: Apidae)
Ó 2007 The Authors Accepted on 30 May 2007 J Zool Syst Evol Res doi: 10.1111/j.1439-0469.2007.00435.x A rea de Biologı a Animal, Departamento de Zoologıá y Antropologıá Fıśica, Facultad de Veterinaria,
More informationEcology and Evolutionary Biology 2245/2245W Exam 3 April 5, 2012
Name p. 1 Ecology and Evolutionary Biology 2245/2245W Exam 3 April 5, 2012 Print your complete name clearly at the top of each page. This exam should have 6 pages count the pages in your copy to make sure.
More informationFine-scale genetic structure and dispersal distance in the harvester ant Pogonomyrmex barbatus
(2010) 104, 168 173 & 2010 Macmillan Publishers Limited All rights reserved 0018-067X/10 $32.00 ORIGINAL ARTICLE www.nature.com/hdy Fine-scale genetic structure and dispersal distance in the harvester
More informationQueen mating frequencies and genetic relatedness between workers in the hornet Vespa ducalis (Hymenoptera: Vespidae)
Appl. Entomol. Zool. 37 (3): 481 486 (2002) Queen mating frequencies and genetic relatedness between workers in the hornet Vespa ducalis (Hymenoptera: Vespidae) Jun-ichi Takahashi, 1,4, * Shin-ichi Akimoto,
More informationBig Idea #1: The process of evolution drives the diversity and unity of life
BIG IDEA! Big Idea #1: The process of evolution drives the diversity and unity of life Key Terms for this section: emigration phenotype adaptation evolution phylogenetic tree adaptive radiation fertility
More informationApidologie 38 (2007) c INRA/DIB-AGIB/ EDP Sciences, 2007 DOI: /apido:
Apidologie 38 (2007) 141 155 141 c INRA/DIB-AGIB/ EDP Sciences, 2007 DOI: 10.1051/apido:2007007 Original article Gene flow within the M evolutionary lineage of Apis mellifera: role of the Pyrenees, isolation
More informationSSR ( ) Vol. 48 No ( Microsatellite marker) ( Simple sequence repeat,ssr),
48 3 () Vol. 48 No. 3 2009 5 Journal of Xiamen University (Nat ural Science) May 2009 SSR,,,, 3 (, 361005) : SSR. 21 516,410. 60 %96. 7 %. (),(Between2groups linkage method),.,, 11 (),. 12,. (, ), : 0.
More informationBoth geometric morphometric and microsatellite data consistently support the differentiation of the Apis mellifera M evolutionary branch
Both geometric morphometric and microsatellite data consistently support the differentiation of the Apis mellifera M evolutionary branch Irati Miguel, Michel Baylac, Mikel Iriondo, Carmen Manzano, Lionel
More informationFunctional divergence 1: FFTNS and Shifting balance theory
Functional divergence 1: FFTNS and Shifting balance theory There is no conflict between neutralists and selectionists on the role of natural selection: Natural selection is the only explanation for adaptation
More informationTable S1. Summary statistics from weighted, grouped logistic regressions of SNP frequency against latitude (0.060)
Table S1. Summary statistics from weighted, grouped logistic regressions of SNP frequency against latitude. Gene SNP number β 0 (± S. E.), q-value* pseudo-r 2 β 1# (± S. E.) BRh opsin 6 0.133 (0.046) 0.008
More informationCONSERVATION AND THE GENETICS OF POPULATIONS
CONSERVATION AND THE GENETICS OF POPULATIONS FredW.Allendorf University of Montana and Victoria University of Wellington and Gordon Luikart Universite Joseph Fourier, CNRS and University of Montana With
More informationQuestion: If mating occurs at random in the population, what will the frequencies of A 1 and A 2 be in the next generation?
October 12, 2009 Bioe 109 Fall 2009 Lecture 8 Microevolution 1 - selection The Hardy-Weinberg-Castle Equilibrium - consider a single locus with two alleles A 1 and A 2. - three genotypes are thus possible:
More informationHomework Assignment, Evolutionary Systems Biology, Spring Homework Part I: Phylogenetics:
Homework Assignment, Evolutionary Systems Biology, Spring 2009. Homework Part I: Phylogenetics: Introduction. The objective of this assignment is to understand the basics of phylogenetic relationships
More informationGENETIC ANALYSIS OF DISPERSAL DYNAMICS IN AN INVADING POPULATION OF ARGENTINE ANTS
Ecology, (),, pp. by the Ecological Society of America GENETIC ANALYSIS OF DISPERSAL DYNAMICS IN AN INVADING POPULATION OF ARGENTINE ANTS KRISTA K. INGRAM AND DEBORAH M. GORDON Department of Biological
More information