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The foraging Gene Is Involved in the Presence of Wings and Explorative Behaviours in Parthenogenetic Females of the Aphid Myzus persicae. Life (Basel) 2022; 12:life12030369. [PMID: 35330120 PMCID: PMC8951518 DOI: 10.3390/life12030369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 02/24/2022] [Accepted: 03/02/2022] [Indexed: 11/17/2022] Open
Abstract
The foraging gene (for) encodes for a cyclic guanosine monophosphate (cGMP)-dependent protein kinase involved in behavioural plasticity in aphids and in other insects. In this paper, we analysed the complete for sequence in eight clones of the peach potato aphid Myzus persicae, reporting the presence of nonsense and frameshift mutations in three studied clones characterized by a reduced number of winged females and by the absence of exploratory behaviours. Quantitative PCR experiments evidenced similar results in clones possessing for genes with a conserved coding sequence, but low expression levels. The comparison of the for transcriptional level in Myzus persicae persicae and Myzus persicae nicotianae showed very different expression in the two studied M. p. nicotianae clones so that our data did not support a previous hypothesis suggesting that a differential for expression was related to ecological specialization of M. p. nicotianae. In view of its role in both the dispersal of winged females and exploratory behaviours, the screening of the for sequences could be useful for predicting invasions of cultivated areas by peach potato aphids.
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Papadimitriou F, Folia M, Ilias A, Papapetrou P, Roditakis E, Bass C, Vontas J, T Margaritopoulos J. Flupyradifurone resistance in Myzus persicae populations from peach and tobacco in Greece. PEST MANAGEMENT SCIENCE 2022; 78:304-312. [PMID: 34498376 DOI: 10.1002/ps.6637] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 09/01/2021] [Accepted: 09/08/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Myzus persicae has evolved resistance to various insecticides in Greece. Here we examine the effectiveness of the insecticide flupyradifurone against aphid clones collected from tobacco and peach in Greece during 2017-2020. Furthermore, we monitored the frequency of the neonicotinoid resistance mutation R81T in the sampled clones, and the association between the responses to flupyradifurone and acetamiprid. RESULTS Of 43 clones tested with flupyradifurone, 6.977%, 60.465% and 32.558% showed low (10-14), moderate (19-89) and high (104-1914) resistance factor (RF) values, respectively. Resistance was higher in clones from peach than from tobacco with 42.308% and 17.647% of clones (respectively) failing into the high RF category (median RF values 67.5 and 36.4 for clones from peach and tobacco, respectively). Acetamiprid resistance was detected in clones collected in 2019-2020, in line with our previous study in Greece. The analysis of the whole dataset (54 clones collected during 2017-2020) revealed that all tobacco clones had RF < 7.5, whereas 55.263%, 18.421% and 26.316% of the peach clones exhibited low (<12), moderate (20-48) and high (100-145) RF values, respectively. A significant but moderate association between flupyradifurone and acetamiprid responses was detected (r = 0.513, P < 0.001). The R81T mutation was detected in aphids from peach (5.6% and 32.6% as homozygotes and heterozygotes, respectively) and in one aphid specimen (heterozygote) from tobacco. R81T was partially associated with the resistance to both insecticides, but many highly resistant clones did not possess the mutation, indicating the possible operation of one or more alternative underlying resistance mechanisms. CONCLUSIONS The use of flupyradifurone and acetamiprid in IPM/IRM should be based on further ongoing susceptibility monitoring. © 2021 Society of Chemical Industry.
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Affiliation(s)
- Fillothei Papadimitriou
- Department of Plant Protection, Institute of Industrial and Fodder Crops, Hellenic Agricultural Organization - DEMETER, Volos, Greece
- Department of Agriculture, School of Agricultural Sciences, Hellenic Mediterranean University, Heraklion, Greece
| | - Maria Folia
- Department of Plant Protection, Institute of Industrial and Fodder Crops, Hellenic Agricultural Organization - DEMETER, Volos, Greece
| | - Aris Ilias
- Institute of Molecular Biology & Biotechnology, Foundation for Research & Technology Hellas, Heraklion, Greece
| | - Polyxeni Papapetrou
- Department of Plant Protection, Institute of Industrial and Fodder Crops, Hellenic Agricultural Organization - DEMETER, Volos, Greece
| | - Emmanouil Roditakis
- Department of Agriculture, School of Agricultural Sciences, Hellenic Mediterranean University, Heraklion, Greece
| | - Chris Bass
- College of Life and Environmental Sciences, Biosciences, University of Exeter, Penryn, UK
| | - John Vontas
- Institute of Molecular Biology & Biotechnology, Foundation for Research & Technology Hellas, Heraklion, Greece
- Department of Crop Science, Agricultural University of Athens, Athens, Greece
| | - John T Margaritopoulos
- Department of Plant Protection, Institute of Industrial and Fodder Crops, Hellenic Agricultural Organization - DEMETER, Volos, Greece
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Cabrera-Brandt MA, Kati A, Rubio-Meléndez ME, Figueroa CC, Fuentes-Contreras E. Changes in the genetic composition of Myzus persicae nicotianae populations in Chile and frequency of insecticide resistance mutations. BULLETIN OF ENTOMOLOGICAL RESEARCH 2021; 111:1-9. [PMID: 34617507 DOI: 10.1017/s0007485321000912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Myzus persicae is a cosmopolitan aphid that is highly polyphagous and an important agricultural pest. The subspecies M. persicae nicotianae has been described for highly specialized phenotypes adapted to tobacco (Nicotiana tabacum). In Chile, the population of M. persicae nicotianae was originally composed of a single red genotype that did not possess insecticide resistance mutations. However, in the last decade, variation in the colour of tobacco aphids has been observed in the field. To determine whether this variation stems from the presence of new genotypes, sampling was carried out across the entire distribution of tobacco cultivation regions in Chile. The aphids collected were genotyped, and the frequency of kdr (L1014F), super-kdr (M918T), modification of acetylcholinesterase (MACE) and nicotinic acetylcholine receptor β subunit (nAChRβ) mutations associated with insecticide resistance was determined. A total of 16 new genotypes of M. persicae nicotianae were detected in Chile: four of them possessed the MACE mutation, and none of them possessed the kdr, super-kdr or nAChRβ mutation. The previously described red genotype was not detected in any of the sampled fields over two seasons. These results raise questions about the mechanisms underlying changes in the genetic structure of M. persicae nicotianae populations in Chile. Future research aimed at addressing these questions could provide new insight into aphid evolution and agricultural practices.
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Affiliation(s)
- Marco A Cabrera-Brandt
- Facultad de Ciencias Agrarias, Centre for Molecular and Functional Ecology in Agroecosystems, Universidad de Talca, Casilla 747, Talca, Chile
| | - Amalia Kati
- Plant Pathology Laboratory, School of Agriculture, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - María E Rubio-Meléndez
- Facultad de Ingeniería, Centre for Bioinformatics and Molecular Simulation, Universidad de Talca, Casilla 747, Talca, Chile
| | - Christian C Figueroa
- Centre for Molecular and Functional Ecology in Agroecosystems, Instituto de Ciencias Biológicas, Universidad de Talca, Casilla 747, Talca, Chile
| | - Eduardo Fuentes-Contreras
- Facultad de Ciencias Agrarias, Centre for Molecular and Functional Ecology in Agroecosystems, Universidad de Talca, Casilla 747, Talca, Chile
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Margaritopoulos JT, Kati AN, Voudouris CC, Skouras PJ, Tsitsipis JA. Long-term studies on the evolution of resistance of Myzus persicae (Hemiptera: Aphididae) to insecticides in Greece. BULLETIN OF ENTOMOLOGICAL RESEARCH 2021; 111:1-16. [PMID: 32539892 DOI: 10.1017/s0007485320000334] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
The aphid Myzus persicae s.l. (Hemiptera: Aphididae) is an important pest of many crops worldwide with a complex life cycle, intensely controlled by chemical pesticides, and has developed resistance to almost all used insecticides. In Greece, the aphid exhibits high genetic variation and adaptability and it is a classic example of evolution in the making. We have been studying M. persicae for over 20 years, on different host plants and varying geographical areas, analyzing its bio-ecology and the ability to develop resistance to insecticides. In this review, we present new and historical data on the effectiveness of insecticides from seven chemical groups used to control the aphid in Greece and the incidence of seven resistance mechanisms, including the new fast-spreading R81T point mutation of the postsynaptic nicotinic acetylcholine receptor. Thousands of samples were tested by biological, biochemical and molecular assays. The aphid populations were found to have developed and maintain resistance at medium to high levels to organophosphates, carbamates, pyrethroids and neonicotinoids for decades. In the latter group, a marked increase is recorded during an ~10-year period. The data analyzed and the extensive bibliography, advocate the difficulty to control the aphid making the design and application of IPM/IRM programs a challenge. We discuss principles and recommendations for the management of resistance, including the use of compounds such as flonicamid, spirotetramat, flupyradifurone and sulfoxaflor. We emphasize that resistance is a dynamic phenomenon, changing in time and space, requiring, therefore, continuous monitoring.
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Affiliation(s)
- John T Margaritopoulos
- Department of Plant Protection, Institute of Industrial and Fodder Crops, Hellenic Agricultural Organization-DEMETER, Volos, Greece
| | - A N Kati
- Plant Pathology Laboratory, School of Agriculture, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - C Ch Voudouris
- Department of Plant Protection, Institute of Industrial and Fodder Crops, Hellenic Agricultural Organization-DEMETER, Volos, Greece
| | - P J Skouras
- Laboratory of Agricultural Entomology and Zoology, Department of Agricultural Technologies, University of Peloponnese, Antikalamos, Greece
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Mandrioli M, Zanetti E, Nardelli A, Manicardi GC. Potential role of the heat shock protein 90 (hsp90) in buffering mutations to favour cyclical parthenogenesis in the peach potato aphid Myzus persicae (Aphididae, Hemiptera). BULLETIN OF ENTOMOLOGICAL RESEARCH 2019; 109:426-434. [PMID: 30205853 DOI: 10.1017/s0007485318000688] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Heat-shock proteins 90 (hsp90s) are a class of molecules able to stabilize a network of 'client' proteins that are involved in several processes. Furthermore, recent studies indicated that mutations in the hsp90-encoding gene induce a wide range of phenotypic abnormalities, which have been interpreted as an increased sensitivity of different developmental pathways to hidden/cryptic mutations. In order to verify the role of hsp90 in aphids, we amplified and sequenced the hsp90 gene in 17 lineages of the peach potato aphid Myzus persicae (Sulzer, 1776) looking for the presence of mutations. In particular, we compared lineages with different reproductive modes (obligate vs. cyclical parthenogenesis), propensity to develop winged females and karyotype stability. Differently from the cyclical parthenogenetic lineages that possessed functional hsp90 genes, the seven analysed asexual lineages showed severe mutations (including frameshift and non-sense mutations). In vivo functional assays with the hsp90-inhibitor geldanamycin showed that some lineages with cyclical parthenogenesis may lose their ability to induce sexuales in the absence of active hsp90 revealing the presence of cryptic mutations in their genomes. As a whole, our data suggest that hsp90 could play in aphids a role in buffering hidden/cryptic mutations that disrupt cyclical parthenogenesis.
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Affiliation(s)
- M Mandrioli
- Department of Life Sciences, University of Modena and Reggio Emilia, Biology Building, via Campi 213/D, Modena, 41125, Italy
| | - E Zanetti
- Department of Life Sciences, University of Modena and Reggio Emilia, Biology Building, via Campi 213/D, Modena, 41125, Italy
| | - A Nardelli
- Department of Life Sciences, University of Modena and Reggio Emilia, Biology Building, via Campi 213/D, Modena, 41125, Italy
| | - G C Manicardi
- Padiglione Besta, via Amendola 2, Reggio Emilia, 42100, Italy
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Zedek F, Bureš P. Holocentric chromosomes: from tolerance to fragmentation to colonization of the land. ANNALS OF BOTANY 2018; 121:9-16. [PMID: 29069342 PMCID: PMC5786251 DOI: 10.1093/aob/mcx118] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Accepted: 08/24/2017] [Indexed: 05/05/2023]
Abstract
BACKGROUND The dispersed occurrence of holocentric chromosomes across eukaryotes implies they are adaptive, but the conditions under which they confer an advantage over monocentric chromosomes remain unclear. Due to their extended kinetochore and the attachment of spindle microtubules along their entire length, holocentric chromosomes tolerate fragmentation; hence, they may be advantageous in times of exposure to factors that cause chromosomal fragmentation (clastogens). SCOPE It is shown that holocentric organisms may, indeed, thrive better than monocentric organisms under clastogenic conditions and that such conditions of various duration and intensity have occurred many times throughout the history of Earth's biota. One of the most important clastogenic events in eukaryotic history, in which holocentric chromosomes may have played the key role, was the colonization of land by plants and animals half a billion years ago. In addition to arguments supporting the anticlastogenic hypothesis of holocentric chromosomes and a discussion of its evolutionary consequences, experiments and analyses are proposed to explore this hypothesis in more depth. CONCLUSIONS It is argued that the tolerance to clastogens explains the origin of holocentric lineages and may also have far-reaching consequences for eukaryotic evolution in general as exemplified by the potential role of holocentric chromosomes in terrestrialization.
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Affiliation(s)
- František Zedek
- Department of Botany and Zoology, Masaryk University, Kotlarska, Brno, Czech Republic
- For correspondence. E-mail
| | - Petr Bureš
- Department of Botany and Zoology, Masaryk University, Kotlarska, Brno, Czech Republic
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Voudouris CC, Williamson MS, Skouras PJ, Kati AN, Sahinoglou AJ, Margaritopoulos JT. Evolution of imidacloprid resistance in Myzus persicae in Greece and susceptibility data for spirotetramat. PEST MANAGEMENT SCIENCE 2017; 73:1804-1812. [PMID: 28139069 DOI: 10.1002/ps.4539] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Revised: 01/15/2017] [Accepted: 01/25/2017] [Indexed: 06/06/2023]
Abstract
BACKGROUND Myzus persicae s.l. is a major crop pest globally and has evolved resistance to a range of insecticide classes making it increasingly difficult to control in some areas. Here we compare bioassay monitoring data for two important compounds, imidacloprid and spirotetramat, on field samples/clones collected in Greece. RESULTS A total of 122 aphid samples/clones from central and northern Greece were examined in dose-response bioassays with imidacloprid. There was an overall increase in the level of resistance (resistance factor = 15-40) within tobacco-collected samples from 78.7% in 2007 to 86.7% in 2015. The corresponding frequencies for peach samples were 13.3% and 6.7%. These results were confounded however by the first identification of the R81T target mutation in Greece during 2015 (4.3% as heterozygotes in peach) and 2016 (21.3% as heterozygotes in peach). No resistance to spirotetramat was found at the 60 clones collected in 2015. CONCLUSION Resistance to imidacloprid is continuing to increase within Greek M. persicae s.l. populations and the situation is likely to deteriorate further with the recent identification of the R81T resistance mutation. Resistance to spirotetramat has not been found and is therefore a good alternative to neonicotinoids for resistance management. © 2017 Society of Chemical Industry.
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Affiliation(s)
- Costas Ch Voudouris
- Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
- Department of Plant Protection, Institute of Industrial and Fodder Crops, Hellenic Agricultural Organization-DEMETER, Volos, Greece
| | - Martin S Williamson
- Department of Biological Chemistry and Crop Protection, Rothamsted Research, Harpenden, UK
| | - Panagiotis J Skouras
- Laboratory of Agricultural Entomology and Zoology, Department of Agricultural Technologies, Technological Educational Institute of Peloponnese, Antikalamos, Greece
| | - Amalia N Kati
- Plant Pathology Laboratory, School of Agriculture, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Anastasia J Sahinoglou
- Department of Plant Protection, Institute of Industrial and Fodder Crops, Hellenic Agricultural Organization-DEMETER, Volos, Greece
| | - John T Margaritopoulos
- Department of Biochemistry and Biotechnology, University of Thessaly, Larissa, Greece
- Department of Plant Protection, Institute of Industrial and Fodder Crops, Hellenic Agricultural Organization-DEMETER, Volos, Greece
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Nardelli A, Peona V, Toschi A, Mandrioli M, Manicardi GC. Afit: a bioinformatic tool for measuring aphid fitness and invasiveness. BULLETIN OF ENTOMOLOGICAL RESEARCH 2017; 107:458-465. [PMID: 27871340 DOI: 10.1017/s0007485316001061] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
A careful measure of fitness represents a crucial target in crop pest management and becomes fundamental considering extremely prolific insects. In the present paper, we describe a standardized rearing protocol and a bioinformatics tool to calculate aphid fitness indices and invasiveness starting from life table data. We tested the protocol and the bioinformatic tool using six Myzus persicae (Sulzer) asexual lineages in order to investigate if karyotype rearrangements and ecotype could influence their reproductive performances. The tool showed that different karyotypes do not influence adaptive success and put in evidence a marked invasive potential of the M. persicae lineage 64. The presence of a similar fitness rate of 33H and 7GK asexual lineages (both possessing intra-individual karyotype variations) in respect to the asexual lineage 1 (with a standard karyotype) represents an important demonstration of the potentiality of holocentric chromosomes to reduce the effects of chromosome rearrangements.
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Affiliation(s)
- A Nardelli
- Dipartimento di Scienze della Vita,Università di Modena e Reggio Emilia,Via Campi 213/D, 41125 Modena,Italy
| | - V Peona
- Dipartimento di Scienze della Vita,Università di Modena e Reggio Emilia,Via Campi 213/D, 41125 Modena,Italy
| | - A Toschi
- Dipartimento di Scienze della Vita,Università di Modena e Reggio Emilia,Via Campi 213/D, 41125 Modena,Italy
| | - M Mandrioli
- Dipartimento di Scienze della Vita,Università di Modena e Reggio Emilia,Via Campi 213/D, 41125 Modena,Italy
| | - G C Manicardi
- Dipartimento di Scienze della Vita,Università di Modena e Reggio Emilia,Via Campi 213/D, 41125 Modena,Italy
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Mandrioli M, Rivi V, Nardelli A, Manicardi GC. Genomic and Cytogenetic Localization of the Carotenoid Genes in the Aphid Genome. Cytogenet Genome Res 2016; 149:207-217. [PMID: 27585067 DOI: 10.1159/000448669] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/17/2016] [Indexed: 11/19/2022] Open
Abstract
Data published in the scientific literature suggests a possible link between chromosomal rearrangements involving autosomes 1 and 3 and the presence of red morphs in the peach-potato aphid Myzus persicae (Sulzer). In order to begin a study of this relationship, we analysed the genomic and chromosomal location of genes involved in carotenoid biosynthesis in M. persicae and the pea aphid, Acyrthosiphon pisum (Harris), since carotenoids are the basis of the colour in many aphid species. Genomic analysis identified a DNA sequence containing carotenoid genes in synteny between the 2 species. According to the results obtained using in situ PCR, carotenoid genes were located in a subterminal portion of autosome 1 in both species. The same localization has also been observed in the onion aphid Neotoxoptera formosana Takahashi that, as M. persicae and A. pisum, belongs to the tribe Macrosiphini, thereby suggesting a synteny of this chromosomal region in aphids. In situ PCR experiments performed on 2 M. persicae asexual lineages bearing heterozygous translocations involving autosomes 1 and 3 revealed that carotenoid genes were located within chromosomal portions involved in recurrent rearrangements. We also verified by bioinformatics analyses the presence of fragile sites that could explain these recurrent rearrangements in M. persicae.
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Affiliation(s)
- Mauro Mandrioli
- Dipartimento di Scienze della Vita, Università di Modena e Reggio Emilia, Modena, Italy
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Manicardi GC, Nardelli A, Mandrioli M. Fast chromosomal evolution and karyotype instability: recurrent chromosomal rearrangements in the peach potato aphidMyzus persicae(Hemiptera: Aphididae). Biol J Linn Soc Lond 2015. [DOI: 10.1111/bij.12621] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Gian Carlo Manicardi
- Dipartimento di Scienze della Vita; Università di Modena e Reggio Emilia; Via Campi 213/d 41125 Modena Italy
| | - Andrea Nardelli
- Dipartimento di Scienze della Vita; Università di Modena e Reggio Emilia; Via Campi 213/d 41125 Modena Italy
| | - Mauro Mandrioli
- Dipartimento di Scienze della Vita; Università di Modena e Reggio Emilia; Via Campi 213/d 41125 Modena Italy
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Mandrioli M, Zanasi F, Manicardi GC. Karyotype rearrangements and telomere analysis in Myzuspersicae (Hemiptera, Aphididae) strains collected on Lavandula sp. plants. COMPARATIVE CYTOGENETICS 2014; 8:259-74. [PMID: 25610541 PMCID: PMC4296714 DOI: 10.3897/compcytogen.v8i4.8568] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2014] [Accepted: 10/20/2014] [Indexed: 05/21/2023]
Abstract
Karyotype analysis of nine strains of the peach-potato aphid Myzuspersicae (Sulzer, 1776), collected on Lavandula sp. plants, evidenced showed that five of them had a standard 2n = 12 karyotype, one possessed a fragmentation of the X chromosome occurring at the telomere opposite to the NOR-bearing one and three strains had a chromosome number 2n = 11 due to a non-reciprocal translocation of an autosome A3 onto an A1 chromosome. Interestingly, the terminal portion of the autosome A1 involved in the translocation was the same in all the three strains, as evidenced by FISH with the histone cluster as a probe. The study of telomeres in the Myzuspersicae strain with the X fission evidenced that telomerase synthesised de novo telomeres at the breakpoints resulting in the stabilization of the chromosomal fragments. Lastly, despite the presence of a conserved telomerase, aphid genome is devoid of genes coding for shelterin, a complex of proteins involved in telomere functioning frequently reported as conserved in eukaryotes. The absence of this complex, also confirmed in the genome of other arthropods, suggests that the shift in the sequence of the telomeric repeats has been accompanied by other changes in the telomere components in arthropods in respect to other metazoans.
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Affiliation(s)
- Mauro Mandrioli
- Dipartimento di Scienze della Vita, Università di Modena e Reggio Emilia, Via Campi 213/d, 41125 Modena, Italy
| | - Federica Zanasi
- Dipartimento di Scienze della Vita, Università di Modena e Reggio Emilia, Via Campi 213/d, 41125 Modena, Italy
| | - Gian Carlo Manicardi
- Dipartimento di Scienze della Vita, Università di Modena e Reggio Emilia, Via Campi 213/d, 41125 Modena, Italy
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