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Indian Journal of Biotechnology Vol 9, January 2010, pp 7-12 RAPD marker system in insect study: A review Subodh Kumar Jain*, Bharat Neekhra, Divya Pandey and Kalpana Jain Department of Biotechnology, Dr H S Gour University, Sagar 470 003, India Received 30 September 2008; revised 2 June 2009; accepted 7 August 2009 Insects represent a major life form on earth. So far, nearly 0.9 million insect species are discovered, comprising 75% of all the recorded animal species. Some of the insect species are easy to identify and categorize, while for others, it is difficult because of their small size and morphological similarity. Moreover, it is further difficult to identify morphological variation due to environmental factors by available traditional methods. To overcome these problems, the advanced molecular techniques, viz., PCR (Polymerase Chain Reaction), RFLP (Restriction Fragment Length Polymorphism), RAPD (Random Amplified Polymorphic DNA), and AFLP (Arbitrary Fragment Length Polymorphism) have been a great help. RAPD markers have been used in gene mapping to characterize cultivars and species genetically, infer phylogeny and biogeography of insect population and understand modes of evolution and evolutionary trajectories. Thus, RAPD markers have become the most common yardsticks for measuring genetic differences between individuals, within and between related species or population. The unprecedented advancements in modern molecular biology, particularly in those of DNA marker technology, have created a wealth of technical know-how that finds useful application in molecular ecology research in insects. Keywords: Genetic variation, insects, molecular markers, PCR, RAPD Introduction Insects comprise the largest species composition in the entire animal kingdom and possess a vast undiscovered genetic diversity and gene pool that can be better explored using molecular marker techniques. Insect populations, even within a species, vary in their behaviour and morphology that attributes to their complex interaction with the environment1. Insects are beneficial as they pollinate crops, act as natural enemies of damaging pests, and produce useful products for humans. Also, they are harmful as major pests of food crops, vectors for transmitting deadly diseases, and cause damage to our urban infrastructure, environment, forest and natural resources. The study of insect ecology is important to understand their evolution and diversification, and their influence on the functional and trophic links between different components of associated habitats2. In insects, DNA markers are used to provide raw information, based on which an ecologist make estimates of genetic diversity and gene flow between species3. Molecular data provide the means to differentiate sympatric species from allopatric4,5 and ___________ *Author for correspondence: Tel: 91-7582-265450; Fax: 91-7582-264236 E-mail: [email protected] parapatric species6,7, and modes of evolution and evolutionary trajectories8. Also, diagnostic molecular markers, based on linkage to certain traits9 or genes, are used for diagnostic purposes of individual insects10,11. The greater level of polymorphism could be obtained by using DNA markers than by using protein markers12. The DNA marker technology finds useful applications of these markers especially in molecular ecology research in insects13. Over the last 15 yr or so, DNA markers have made a significant contribution to rapid rise of molecular studies of genetic relatedness, phylogeny and population dynamics14,15, and gene and genome mapping in insects16,17. In molecular markers, RAPD-PCR is a conceptually simple technique for estimation of genetic diversity of organism18,19. RAPD Markers The RAPD markers method has been reported to be an efficient tool to differentiate geographically and genetically isolated population. It has been used to verify the existence of population of species that have arisen either through genetic selection under different environmental conditions or as a result of genetic drift20. However, there are several disadvantages that must be taken into account when using the technique. The most easily counteracted drawback is the 8 INDIAN J BIOTECHNOL, JANUARY 2010 dominant mode of inheritance of RAPD bands, which reduces the information provided by each locus. Because each primer can amplify several loci and there are many commercially available primers, the loss of information per locus can be easily balanced by using a high number of loci21. RAPD markers have been used in gene mapping to genetically characterize cultivars and species, to estimate genetic variability22, and to determine the genetic structure of populations of various organisms23. RAPDs are particularly useful to study the genetic structure of populations because they reveal polymorphisms in non-coding regions of the genome24. RAPD Marker Approach in Insects Ecological research on insects provides invaluable information on population structure, speciation, gene flow and genetic diversity, and explanation on insect diversity based on their interaction with environmental factors, either biotic (including other biological species) or abiotic. Many a time, molecular marker data help to distinguish between different species, where there is no other comprehensive way available to do so. DNA markers can unravel information to determine parentage and kinship relations in insects. One of innovative works done in this regard was to use RAPD marker to determine paternity in two odonate species of Anisopteran dragon flies, Anax parthenope Sélys and Orthetrum coerulescens Fabricius (keeled skimmer)25. RAPD banding patterns were used to access paternity of ‘synthetic offsprings’ generated by quantitative mixing of genomic DNA from putative parents. This approach has been helpful to establish the paternity of guarding males in species where no information on mating histories of both males and females are known. Using molecular markers, it has been shown to how the females in some nonparthenogenetic insect species, such as, white pine weevil—an important forest pest, carry sperms of more than one male from one season to the next26. The results of such studies provide explanation on how the offsprings are produced in new habitats where no males are available for mating and as the basis of their colonization in new geographical regions. RAPD markers associated with the variations of life cycle of aphids and breeding traits in these insects have been converted into co-dominant sequences, known as sequence characterized amplified region (SCAR) markers27. Using these SCAR markers in segregating and natural populations of known breeding systems, a complete linkage was found in segregating population. Apparently, the association in field populations was on an average of 94%. Such information has potential use for studying the role of genetic mechanism of sexual and asexual mating behaviour in dispersal and colonization of aphid populations in geographical regions. RAPD primers generated polymorphic bands for the Caribbean fruit fly Anastrepha suspensa Loew, indicating that polymorphic RAPD bands are useful as genetic markers. The markers are potentially useful for host and geographic population studies as they relate to quarantine issues28. DNA profiling of thirteen silkworm genotypes was studied by RAPD29. Insect-Plant Interaction One of the most appealing applications of molecular markers in insect studies is that of insectplant interaction. Using RAPD-PCR with pooled DNA from different strains (or biotypes) of Asian rice gall midge, distinct loci specific to individual strains were identified30. Confirming by Southern blotting and sequencing, co-dominant SCAR markers were developed; and using these diagnostic markers for allele specific amplification, good correlation between genotypes to the observed phenotypes of these biotypes (ability/inability to attack host plants) was established. An AFLP marker was further discovered using bulk segregants method and the locus showed linkage with γGm2 avirulence gene that interacted with the corresponding resistance gene (Gm2) in rice. Similarly, in Hessian fly, RAPD and AFLP markers31,32 have been employed in combination with bulk segregants analysis to identify major avirulence genes, those condition the resistance mechanism in wheat varieties cultivated in the United States33. Using RAPD-PCR, it was found that major genetic differences existed between winged and the wingless phenotypes of the asexual adult aphids34. Similarly, in natural populations of grain aphids, Sitobion avenae Fabricius feeding on different hosts of grasses and cereals, it has been clearly demonstrated that the RAPD banding pattern could be correlated to host adaptation35. These profiles could identify 'specialist' genotypes found on specific grasses from the 'generalist' genotypes, colonizing on multiple host types including cultivated cereals or native grasses. JAIN et al.: RAPD MARKER SYSTEM IN INSECT STUDY The degree of virulence of individual clones in pea aphids in response to natural resistance in alfalfa has been evaluated using RAPD markers36. These works specifically establish that application of RAPD markers are helpful in better understanding the mechanistic and evolutionary basis for the genetic interaction between insect pests and their host plants. Insect Pathogen Interaction Triatoma infestans Klug (Redvuiidae: Triatominae) is a major insect vector of Chagas disease in many South American countries and transmits the Trypanosoma cruzi Chagas, the causal agent. Mixed and pure clones of T. cruzi in the gut of T. infestans have been studied by using RAPD profiles to provide information on the vectorial ability of the insects37. Similarly, molecular markers were applied to determine the vectorial ability of mosquitoes16 by means of mapping quantitative trait loci (QTL) that determined if a species could transmit the malaria parasite39,40. Insecticide Research Insecticidal resistance is another important focus in entomological research and bears medical and agricultural importance. Molecular markers are used for identification and mapping of resistance genes in insects against insecticides. Using random amplified DNA markers, genetic loci have been mapped in lesser grain borer, Rhyzopertha dominica Fabricius that determines high level resistance to phosphine40. Diagnostic PCR based markers, such as, SCAR, derived from specific RAPD loci were used to identify Trialeurodes vaporariorum West. and Helicoverpa armigera Hubner prey in the gut of Dicyphus tamaninii Wagner41,42, which provide information to understand the prey-predator parasite trophic interactions in insects. Genetic Diversity Genetic differentiation among six Florida populations of Diaprepes abbreviatus L. was determined using protein and random amplified polymorphic DNA-polymerase chain reaction (RAPD-PCR) markers. RAPD-PCR data showed significant differentiation among population, consistent with the hypothesis of three independent introductions of D. abbreviatus into Florida. The data indicate that D. abbreviatus populations, once introduced, have generally remained in one locality with limited dispersal to new areas43. 9 The genetic structure of cotton bollworm, H. armigera Hubner (Lepidoptera: Noctidae) was studied in the eastern Mediterranean. Moths were sampled in six locations (five in Israel, and one in Turkey) and their genetic relationship was analysed using RAPD-PCR. Three 10-oligonucleotide primers revealed 84 presumptive polymorphic loci that were used to estimate population structure. Results revealed low level of genetic distance among Israeli and Turkish populations. Although no isolation by geographical distance was detected44. To examine gene flow using other genetic methods, RAPD-PCR polymorphism in 28 presumptive loci of Aedes albifasciatus Mac. from populations in central Argentina was analysed. Allele frequencies were estimated assuming that RAPD products segregate as dominants and that genotype frequencies at those loci were in Hardy-Weinberg equilibrium45. RAPD-PCR technique was useful for revealing genetic variation in screw worm fly, Cochliomyia hominivorax Coquerel populations (one of the most important agents of traumatic myiasis throughout neotropical regions), otherwise not detected by others techniques and could represent an efficient method for understanding the genetic structure and population genetic phenomena of this important pest46. Callosobruchus maculatus Fabricius shows polymorphism in male as well as females on the basis of colour pattern of elytron and pygidium. Genomic DNA of all these polymorphic forms has been analysed using RAPD-PCR technique with two random decanucleotide primers P12 and P17. This study revealed that the normal and abnormal forms of males of C. maculatus in the population were quite distinct at genetic level47. A genetic map of the red flour beetle (Tribolium castaneum Herbst) integrating molecular with morphological markers was constructed using a backcross population of 147 siblings. The process of converting RAPD markers to sequence-tagged site markers was initiated; 18 RAPD markers were cloned and sequenced, and single strand conformational polymorphisms were identified for 4 of the 18. The map positions of all 4 coincided with those of the parent RAPD markers48. RAPD markers for genetic characterization were examined using 13 diverse silkworm strains. The RAPD assay clearly separated the diapausing and non-diapausing silkworm varieties49. 10 INDIAN J BIOTECHNOL, JANUARY 2010 Genetic Map In insects, RAPD and RFLP markers have been extensively used to generate genetic maps. RAPDbased linkage maps have been constructed for genomes of honey bee50, Silkworm51, beetle48,52 and sawfly53. Analysis of RAPD markers to generate linkage maps in a haplodiploid parasitic wasp Bracon (Habrobracon) hebetor Say and a diploid mosquito, A. aegypti Linn. revealed segregation of co-dominant alleles at markers that appeared to segregate as dominant (band presence/band absence) marker appeared invariant on agarose gel54. To permit quick identification of arthropods, random amplified polymorphic DNA typing (RAPD) was used to support classical morphological and medico-legal analysis of maggots on a human corpse55. Insect Behaviour Study The social behaviours of honey bee are polygenic traits and are influenced by more than one gene referred to as ATL (allele trait loci). The two major QTLs (quantitative trait loci) that determine the foraging behaviour in honey bee have been identified by employing RAPD markers in backcross population between bees collecting nectar and those collecting pollen50. Exploiting similar procedures with molecular markers in honey bee, colony level behaviours, such as, stinging behaviour, body size, pheromone alarm level, traits for reversal learning and hygienic behaviour, have also been dissected at the level of specific genomic regions56. One of the most common neotropical sting less bees is Tetragonisea angustula Latreille, popularly known in Portuguese as jatai. To determine the genetic distance between T. angustula populations from 25 localities in three different Latin American countries, 18 primers were used to generate 218 RAPD markers57. RAPD-PCR has been applied to reveal genetic variation in four aphid species, the green bug (Schizaphis graminum Rondani), the pea aphid (Acyrthosiphon pisum Harris), the Russian wheat aphid (Diuraphis noxia Mordvilko) and the brown ambrosia aphid (Uroleucon ambrosiae Thomas), and large amounts of genetic variation were detected among individuals in each of these species58. The RAPD technique has been successfully used to detect the effects on DNA induced by benzo(a) pyrene59, mitomycin C60, ultraviolet radiation61 and 17-β-estradiol (estrogen)/4-n-nonylphenol (Xenoestrogen)62 in aquatic species under in vitro and in vivo condition. Concluding Remarks RAPD markers are well suited for genetic mapping, plant and animal breeding applications, and DNA fingerprinting, with particular utility for studies on population genetics. RAPD markers can also provide an efficient assay for polymorphism, which should allow rapid identification and isolation of chromosome-specific DNA fragments. Hybrid cell lines or genetic stocks carrying deletions or additions of large chromosomal segments could be screened relative to appropriate controls to identify the region of the genome carrying the deletions or additions. Like most molecular markers, the information content of an individual RAPD marker is very low. It is only when many of the anonymous markers are used to define a genome that they begin to have utility. High density genetic maps comprised of molecular markers have lead to the identification of several previously unidentified loci of biological importance. RAPD markers hold promise for the automation of the genome mapping, extending the power of genetic analysis to organisms which lack an ample number of phenotypic markers to completely describe their genome. Genetic mapping using RAPD markers has several advantages over other methods, such as: (i) A universal set of primers can be used for genomic analysis in a wide variety of species. (ii) No preliminary work, such as, isolation of cloned DNA probes, preparation of filters for hybridization or nucleotide sequencing is required. (iii) Each RAPD marker is the equivalent of an information transfer in collaborative research programmes. Perhaps the most significant advantage of this method is that the determination of genotype can be automated. Genetic maps consisting of RAPD markers can be obtained more efficiently, and with greater marker density, than by RFLP or targeted PCR-based methods. Acknowledgement Authors are grateful to Professor R C Sobti, Vice Chancellor, Punjab University, Chandigarh for guidance and encouragement, and University Grant Commission, New Delhi for financial assistance (F.No. 33-236/2007 SR). JAIN et al.: RAPD MARKER SYSTEM IN INSECT STUDY References: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 Dempster J & McLean I, Insect populations: In theory and in Practice (Kluwer Academic Publishers, Boston, Massachusetts) 1999. Speight M R, Watt A & Hunter M, Ecology of insects: Concepts and applications, 2nd edn (Blackwell Science, London) 2005. Behura S K, Nair S & Mohan M, Polymorphisms flanking the mariner integration sites in the rice gall midge (Orseolia oryzae Wood-Mason) genome are biotype-specific, Genome, 44 (2001) 947-954. Ballinger-Crabtree M E, Black W C & Miller B R, Use of genetic polymorphisms detected by the random-amplified polymorphic DNA polymerase chain reaction (RAPD-PCR) for differentiation and identification of Aedes aegypti subspecies and populations, Am J Trop Med Hyg, 47 (1992) 893-901. Wilkerson R C, Parsons T J, Albright D G, Klein T A & Braun M J, Random amplified polymorphic DNA (RAPD) markers readily distinguish cryptic mosquito species (Diptera: Culicidae: Anopheles), Insect Mol Biol, 1 (1993) 205-211. Ayres C F, Melo-Santos M A, Sole-Cava A M & Furtado A F, Genetic differentiation of Aedes aegypti (Diptera: Culicidae), the major dengue vector in Brazil, J Med Entomol, 40 (2003) 430-435. Margonari C S, Fortes-Dias C L & Dias E S, Genetic variability in geographical populations of Lutzomyia whitmani elucidated by RAPD-PCR, J Med Entomol, 41 (2004) 187-192. Chatterjee S N & Tanushree T, Molecular profiling of silkworm biodiversity in India, Genetika, 40 (2004) 1618-1627. Hunt G J & Page R E, Linkage analysis of sex determination in honeybee (Apis mellifera), Mol & Gen Genet, 244 (1994) 512-518. Kethidi D R, Roden D B, Ladd T R, Krell J P, Retnakaran A et al, Development of SCAR markers for the DNA-based detection of the Asian longhorned beetle, Anoplophora glabripennis (Motschulsky), Arch Insect Biochem Physiol, 52 (2003) 193-204. Ullmann A J, Piesman J, Dolan M C & Black W C, A preliminary linkage map of the hard tick, Ixodes scapularis. Insect Mol Biol, 12 (2003) 201-210. Richardson B J, Baverstock P R & Adams M, Allozyme electrophoresis: A handbook for animal systematics and population studies (Academic Press, London) 1986. Hoy M A, Insect molecular genetics, 2nd edn, (Academic Press/Elsevier, San Diego, California) 2003. Loxdale H D & Lushai G, Molecular markers in entomology, Bull Entomol Res, 88 (1998) 577-600. Avise J C, Molecular markers, natural history and evolution, 2nd edn, (Sinauer Associates, Sunderland, Massachusetts) 2004, 684. Severson D W, Brown S E & Knudson D L, Genetic and physical mapping in mosquitoes: Molecular approaches, Annu Rev Entomol, 46 (2001) 183-219. Heckel D G, Genomics in pure and applied entomology, Annu Rev Entomol, 48 (2003) 235-260. Williams J G, Kubelik A R, Livak K J, Rafalski J A & Tingey S V, DNA polymorphisms amplified by arbitrary 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 11 primers are useful as genetic markers, Nucleic Acids Res, 18 (1990) 6531-6535. Welsh J & McClelland M, Fingerprinting genomics using PCR with arbitrary primers, Nucliec Acids Res, 18 (1990) 7213-7218. Fuchs H, Gross R, Stein H & Rottamann O, Application of molecular markers for the differentiation of bream (Abramis brama L.) populations from the rivers Main and Danube, J Appl Ichthyol, 14 (1998) 49-55. Levitan D R & Grosberg R K, The analysis of paternity and maternity in the marine hydrogen Hydractinia symbiolongicarpus using randomly polymorphic DNA (RAPD) markers, Mol Ecol, 2 (1993) 315-326. Stewart S J & Excoffier L, Assessing population genetic structure and variability with RAPD data: Application to Vaccinium macrocarpon (American cranberry), J Evol Biol, 9 (1996) 153-171. De Sousa G B, Panzetta de Dutari G & Gardenal C N, Genetic Structure of Aedes albifasciatus (Deptera: Culicidae) populations in central Argentina determined by random amplified polymorphic DNA polymerase chain reaction markers, J Med Entomol, 36 (1999) 400-404. Vucetich L M, Vucetich J A, Joshi C P, Waite T & Peterson R O, Genetic (RAPD) diversity in Peromyscus maniculatus populations in a naturally fragmented landscape, Mol Ecol, 10 (2001) 35-40. Hadrys H, Schierwater B, Dellaporta S L, Desalle R & Buss L W, Determination of paternity in dragonflies by random amplified polymorphic DNA fingerprinting, Mol Ecol, 2 (1993) 79-87. Lewis K G, Liewlaksaneeyanawin C, Alfaro R I, Ritland C, Ritland K et al, Sexual reproduction in the white pine weevil [Pissodes strobi Peck (Coleoptera: Curculionidae)]: Implications for population genetic diversity, J Hered, 93 (2002) 165-169. Simon J C, Leterme N & Latorre A, Molecular markers linked to breeding system differences in segregating and natural populations of the cereal aphid Rhopalosiphum padi L., Mol Ecol, 8 (1999) 965-973. Schnell R J, Madeira P M, Hennessey M K & Sharp J L, Inheritance of random amplified polymorphic DNA markers in Anastrepha suspensa (Diptera: Tephritidae), Ann Entomol Soc Am, 89 (1996) 122-128. Nagaraja G M & Nagaraju J, Genomic fingerprinting of the silkworm, Bombyx mori, using random arbitary primers, Electrophoresis, 16 (1995) 1633-1638 Behura S K, Sahu S C, Rajamani S, Devi A, Mago R et al, Differentiation of Asian rice gall midge, Orseolia oryzae (Wood-Mason), biotypes by sequence characterized amplified regions (SCARs), Insect Mol Biol, 8 (1999) 391-397. Stuart J J, Schulte S J, Hall P S & Mayer K M, Genetic mapping of Hessian fly avirulence gene vH6 using bulked segregant analysis, Genome, 41 (1998) 702-708. Schulte S J, Rider S D Jr, Hatchett J H & Stuart J J, Molecular genetic mapping of three X-linked avirulence genes, vH6, vH9 and vH13, in the Hessian fly, Genome, 42 (1999) 821-828. Rider S D, Sun W, Ratcliffe R & Stuart J J, Chromosome landing near avirulence gene vH13 in the Hessian fly, Genome, 45 (2002) 812-822. 12 INDIAN J BIOTECHNOL, JANUARY 2010 34 Lushai G, Loxdale H D, Brookes C P, von Mende N, Harrington R et al, Genotypic variation among different phenotypes within aphid clone, Proc R Soc Lond (Ser B), 264 (1997) 725-730. 35 Lushai G, Markovitch O & Loxdale H D, Host-based genotype variation in insects revisited, Bull Entomol Res, 92 (2002) 159-164. 36 Bournoville R, Simon J C, Badenhausser I, Girousse C, Guilloux T et al, Clones of pea aphid, Acyrthosiphon pisum (Hemiptera: Aphididae) distinguished using genetic markers, differ in their damaging effect on a resistant alfalfa cultivar, Bull Entomol Res, 90 (2000) 33-39. 37 Pinto A S, de Lana M, Bastrenta B, Barnabe C, Quesney V et al, Compared vectorial transmissibility of pure and mixed clonal genotypes of Trypanosoma cruzi in Triatoma Infestans, Parasitol Res, 84 (1998) 348-353. 38 Severson D W, Thathy V, Mori A, Zhang Y & Christensen B M, Restriction fragment length polymorphism mapping of quantitative trait loci for malaria parasite susceptibility in the mosquito Aedes aegypti, Genetics, 139 (1995) 1711-1717. 39 Bosio C F, Fulton R E, Salasek M L, Beaty B J & Black W C, Quantitative trait loci that control vector competence for dengue-2 virus in the mosquito Aedes aegypti, Genetics, 156 (2000) 687-698. 40 Schlipalius D I, Cheng Q, Reilly P E, Collins P J & Evert P R, Genetic linkage analysis of the lesser grain borer Rhyzopertha dominica identifies two loci that confer highlevel resistance to the fumigant phosphine, Genetics, 161 (2002) 773-782. 41 Agusti N, de Vicente M C & Gabarra R, Developing SCAR markers to study predation on Trialeurodes vaporariorum, Insect Mol Biol, 9 (1999) 263-268. 42 Agusti N, de Vicente M C & Gabarra R, Development of sequence amplified characterized region (SCAR) markers of Helicoverpa armigera: A new polymerase chain reactionbased technique for predator gut analysis, Mol Ecol, 8 (2000) 1467-1474. 43 Bas B, Dalkilic Z, Peever T L, Nigg H N, Simpson S E et al, Genetic relationships among Florida Diaprepes abbreviatus (Coleoptera: Curculionidae) populations, Ann Entomol Soc Am, 93 (2000) 460-467. 44 Zhou X, Faktor O, Applebaum S W & Coil M, Population structure of the pestiferous moth Helicoverpa armigera in the eastern Mediterranean using RAPD analysis, Heredity S S (Pt 3), (2000) 251-256. 45 De Sousa G B, Panzetta de Dutari G & Gardenal C N, Genetic structure of Aedes albifasciatus (Diptera: Culicidae) populations in central Argentina determined by RAPD-PCR markers, J Med Entomol, 36 (1999) 400-404. 46 Infante-Malachias M E, Yotoko K & Azeredo-Espin A M L, Random amplified polymorphic DNA of screw worm fly populations (Diptera: Calliphoridae) from south eastern Brazil and northern Argentina, Genome, 42 (1999) 772-779. 47 Gill T K, Kumri S, Sharma V L, Badran A A, Kumari M et al, Genetic Variation in polymorphic males of Callosobruchus maculatus (Coleoptera: Bruchidae) by RAPD-PCR, Cytologia, 71 (2006) 57-62. 48 Beeman R W & Brown S J, RAPD-based genetic linkage maps of Tribolium castaneum, Genetics, 153 (1999) 333-338. 49 Nagaraju J, Reddy K D, Nagaraja G M & Sethuraman B N, Comparison of multilocus RFLPs and PCR based marker system for genetic analysis of the silkworm, Bombyx mori, Heredity, 86 (2001) 588-597. 50 Hunt G J & Page R E, Linkage map of the honeybee, Apis mellifera, based on RAPD markers, Genetics, 139 (1995) 1371-1382. 51 Yasukochi Y, A dense genetic map of the silkworm, Bombyx mori, covering all chromosomes based on 1018 molecular markers, Genetics, 150 (1998 ) 1513-1525. 52 Yezerski A, Stevens L & Ametrano J, A genetic linkage map for Tribolium confusum based on random amplified polymorphic DNAs and recombinant inbred lines, Insect Mol Biol, 12 (2003) 517-526. 53 Nishimori Y, Lee J M, Sumitani M, Hatakeyama M & Oishi K, A linkage map of the turnip sawfly Athalia rosae (Hymenoptera: Symphyta) based on random amplified polymorphic DNAs, Genes Genet Syst, 75 (2000) 159-166. 54 Antolin M F, Bosio C F, Cotton J, Sweeney W, Strand M R et al, Intensive linkage mapping in a wasp (Bracon hebetor) and a mosquito (Aedes aegypti) with single-strand conformation polymorphism analysis of random amplified polymorphic DNA markers, Genetics,143 (1996) 1727-1738. 55 Benecke M, Random amplified polymorphic DNA (RAPD) typing of necrophageous insects (Diptera, Coleoptera) in criminal forensic studies: Validation and use in practice, Forensic Sci Int, 98 (1998) 157-158. 56 Breed M D, Guzman-Novoa E & Hunt G J, Defensive behaviour of honeybees: Organization, genetics, and comparisons with other bees, Annu Rev Entomol, 49 (2004) 271-298. 57 Oliveira R C, Nunes F M F, Campos A P Si, de Vasconcelos S M, Roubik D et al, Genetic divergence in Tetragonisca angustula Latreille, 1811 (Hymenoptera, Meliponinae, Trigonini) based on RAPD markers, Genet Mol Biol, 27 (2004) 181-186. 58 Black W C, DuTeau N M & Puterka G J, Use of the random amplified polymorphic DNA polymerase chain reaction (RAPD-PCR) to detect DNA polymorphisms in aphids (Homoptera: Aphididae), Bull Entomol Res, 82 (1992) 51-159. 59 Atienzar F A, Conradi M, Evenden A J, Jha A N & Depledge M H, Qualitative assessment of genotoxicity using random amplified polymorphic DNA: Comparison of genomic template stability with key fitness parameters in Daphnia magna exposed to benzo[a]pyrene, Environ Toxicol Chem, 18 (1999) 2275-2282. 60 Becerril C, Ferrero M, Sanz F & Castano A, Detection of mitomycin C-induced genetic damage in fish cells by use of RAPD, Mutagenesis, 14 (1999) 449-456. 61 Atienzar F A, Venier P, Jha A N & Depledge M H, Evaluation of the random amplified polymorphic DNA (RAPD) assay for the detection of DNA damage and mutations, Mutat Res, 521 (2002) 151-163. 62 Atienzar F A, Cordi B, Donkin M E, Evenden A J, Jha A N et al, Comparison of ultraviolet-induced genotoxicity detected by random amplified polymorphic DNA with chlorophyll fluorescence and growth in a marine macroalgae, Palmaria palmate, Aquat Toxicol, 50 (2000) 1-12.