Species determination of Culicoides biting midges via peptide profiling using matrix-assisted laser desorption ionization mass spectrometry
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  • 作者:Katrin R Uhlmann (3)
    Sebastian Gibb (4) (5)
    Stefan Kalkhof (3)
    Uriel Arroyo-Abad (3) (6) (7)
    Claudia Schulz (8)
    Bernd Hoffmann (8)
    Francesca Stubbins (9)
    Simon Carpenter (9)
    Martin Beer (8)
    Martin von Bergen (10) (11) (3)
    Ralph Feltens (10) (3)

    3. Department of Proteomics
    ; Helmholtz-Centre for Environmental Research-UFZ ; 04318 ; Leipzig ; Germany
    4. Institute for Medical Informatics
    ; Statistics and Epidemiology (IMISE) ; University of Leipzig ; H盲rtelstr. 16-18 ; 04107 ; Leipzig ; Germany
    5. Department of Anesthesiology and Intensive Care
    ; Technical University Dresden ; Medical Faculty Carl Gustav Carus ; Fetscherstr. 74 ; 01307 ; Dresden ; Germany
    6. Department of Analytical Chemistry
    ; Reference Materials ; BAM-Federal Institute for Materials Research and Testing ; Richard-Willstaetter-Str.11 ; 12489 ; Berlin ; Germany
    7. Department of Analytical Chemistry
    ; Helmholtz-Centre for Environmental Research-UFZ ; 04318 ; Leipzig ; Germany
    8. Institute of Diagnostic Virology
    ; Friedrich-Loeffler-Institut ; S眉dufer 10 ; 17493 ; Greifswald ; Insel Riems ; Germany
    9. The Pirbright Institute
    ; Pirbright Laboratory ; Ash Road ; Pirbright ; Surrey ; GU24 0NF ; UK
    10. Department of Metabolomics
    ; Helmholtz-Centre for Environmental Research-UFZ ; 04318 ; Leipzig ; Germany
    11. Department of Biotechnology
    ; Chemistry and Environmental Engineering ; Aalborg University ; Sohng氓rdsholmsvej 49 ; DK ; 9000 ; Aalborg ; Denmark
  • 关键词:Culicoides ; Species typing ; MALDI ; TOF ; MS ; Shotgun mass mapping ; MALDIquant
  • 刊名:Parasites & Vectors
  • 出版年:2014
  • 出版时间:December 2014
  • 年:2014
  • 卷:7
  • 期:1
  • 全文大小:3,015 KB
  • 参考文献:1. Hoffmann, B, Bauer, B, Bauer, C, Batza, HJ, Beer, M, Clausen, PH, Geier, M, Gethmann, JM, Kiel, E, Liebisch, G, Liebisch, A, Mehlhorn, H, Schaub, GA, Werner, D, Conraths, FJ (2009) Monitoring of putative vectors of bluetongue virus serotype 8, Germany. Emerg Infect Dis 15: pp. 1481-1484 CrossRef
    2. Elbers, AR, Loeffen, WL, Quak, S, de Boer-Luijtze, E, van der Spek, AN, Bouwstra, R, Maas, R, Spierenburg, MA, de Kluijver, EP, van Schaik, G, van der Poel, WH (2012) Seroprevalence of Schmallenberg virus antibodies among dairy cattle, the Netherlands, winter 2011鈥?012. Emerg Infect Dis 18: pp. 1065-1071 CrossRef
    3. Wilson, AJ, Mellor, PS (2009) Bluetongue in Europe: past, present and future. Philos Trans R Soc Lond B Biol Sci 364: pp. 2669-2681 CrossRef
    4. Carpenter, S, Groschup, M, Garros, C, Felippe-Bauer, ML, Purse, B (2013) Culicoides biting midges, arboviruses and public health in Europe. Antiviral Res 100: pp. 102-113 CrossRef
    5. Meiswinkel, R, Baldet, T, de Deken, R, Takken, W, Delecolle, JC, Mellor, PS (2008) The 2006 outbreak of bluetongue in northern Europe鈥搕he entomological perspective. Prev Vet Med 87: pp. 55-63 CrossRef
    6. Goffredo, M, Meiswinkel, R (2004) Entomological surveillance of bluetongue in Italy: methods of capture, catch analysis and identification of Culicoides biting midges. Vet Ital 40: pp. 260-265
    7. Augot, D, Sauvage, F, Jouet, D, Simphal, E, Veuille, M, Couloux, A, Kaltenbach, ML, Depaquit, J (2010) Discrimination of Culicoides obsoletus and Culicoides scoticus, potential bluetongue vectors, by morphometrical and mitochondrial cytochrome oxidase subunit I analysis. Infect Genet Evol 10: pp. 629-637 CrossRef
    8. Pages, N, Munoz-Munoz, F, Talavera, S, Sarto, V, Lorca, C, Nunez, JI (2009) Identification of cryptic species of Culicoides (Diptera: Ceratopogonidae) in the subgenus Culicoides and development of species-specific PCR assays based on barcode regions. Vet Parasitol 165: pp. 298-310 CrossRef
    9. Nolan, DV, Carpenter, S, Barber, J, Mellor, PS, Dallas, JF, Mordue Luntz, AJ, Piertney, SB (2007) Rapid diagnostic PCR assays for members of the Culicoides obsoletus and Culicoides pulicaris species complexes, implicated vectors of bluetongue virus in Europe. Vet Microbiol 124: pp. 82-94 CrossRef
    10. Dallas, JF, Cruickshank, RH, Linton, YM, Nolan, DV, Patakakis, M, Braverman, Y, Capela, R, Capela, M, Pena, I, Meiswinkel, R, Ortega, MD, Baylis, M, Mellor, PS, Mordue (Luntz), AJ (2003) Phylogenetic status and matrilineal structure of the biting midge, Culicoides imicola, in Portugal, Rhodes and Israel. Med Vet Entomol 17: pp. 379-387 CrossRef
    11. Pages, N, Sarto, IMV (2005) Differentiation of Culicoides obsoletus and Culicoides scoticus (Diptera: Ceratopogonidae) based on mitochondrial cytochrome oxidase subunit I. J Med Entomol 42: pp. 1026-1034 CrossRef
    12. Linton, YM, Mordue (Luntz), AJ, Cruickshank, RH, Meiswinkel, R, Mellor, P, Dallas, JF (2002) Phylogenetic analysis of the mitochondrial cytochrime oxidase subunit I gene of five species of the Culicoides imicola species complex. Med Vet Entomol 16: pp. 139-146 CrossRef
    13. Cetre-Sossah, C, Baldet, T, Delecolle, JC, Mathieu, B, Perrin, A, Grillet, C, Albina, E (2004) Molecular detection of Culicoides spp. and Culicoides imicola, the principal vector of bluetongue (BT) and African horse sickness (AHS) in Africa and Europe. Vet Res 35: pp. 325-337 CrossRef
    14. Mathieu, B, Perrin, A, Baldet, T, Delecolle, JC, Albina, E, Cetre-Sossah, C (2007) Molecular identification of Western European species of obsoletus complex (Diptera: Ceratopogonidae) by an internal transcribed spacer-1 rDNA multiplex polymerase chain reaction assay. J Med Entomol 44: pp. 1019-1025 CrossRef
    15. Perrin, A, Cetre-Sossah, C, Mathieu, B, Baldet, T, Delecolle, JC, Albina, E (2006) Phylogenetic analysis of Culicoides species from France based on nuclear ITS1-rDNA sequences. Med Vet Entomol 20: pp. 219-228 CrossRef
    16. Gomulski, LM, Meiswinkel, R, Delecolle, JC, Goffredo, M, Gasperi, G (2006) Phylogeny of the subgenus Culicoides and related species in Italy, inferred from internal transcribed spacer 2 ribosomal DNA sequences. Med Vet Entomol 20: pp. 229-238 CrossRef
    17. Meiswinkel, R, Gomulski, LM, Delecolle, JC, Goffredo, M, Gasperi, G (2004) The taxonomy of Culicoides vector complexes - unfinished business. Vet Ital 40: pp. 151-159
    18. / Barcode of Life. [oflife.org/" class="a-plus-plus">http://www.barcodeoflife.org/]
    19. Cetre-Sossah, C, Mathieu, B, Setier-Rio, ML, Grillet, C, Baldet, T, Delecolle, JC, Albina, E (2008) Development and evaluation of a real-time quantitative PCR assay for Culicoides imicola, one of the main vectors of bluetongue (BT) and African horse sickness (AHS) in Africa and Europe. Res Vet Sci 85: pp. 372-382 CrossRef
    20. Balczun, C, Vorsprach, B, Meiser, CK, Schaub, GA (2009) Changes of the abundance of Culicoides obsoletus s.s. and Culicoides scoticus in Southwest Germany identified by a PCR-based differentiation. Parasitol Res 105: pp. 345-349 CrossRef
    21. Schwenkenbecher, JM, Mordue, AJ, Switek, K, Piertney, SB (2009) Discrimination of Culicoides midge larvae using multiplex polymerase chain reaction assays based on DNA sequence variation at the mitochondrial cytochrome C oxidase I gene. J Med Entomol 46: pp. 610-614 CrossRef
    22. Stephan, A, Clausen, PH, Bauer, B, Steuber, S (2009) PCR identification of Culicoides dewulfi midges (Diptera: Ceratopogonidae), potential vectors of bluetongue in Germany. Parasitol Res 105: pp. 367-371 CrossRef
    23. Wenk, CE, Kaufmann, C, Schaffner, F, Mathis, A (2011) Molecular characterization of Swiss Ceratopogonidae (Diptera) and evaluation of real-time PCR assays for the identification of Culicoides biting midges. Vet Parasitol 184: pp. 258-266 CrossRef
    24. von Bergen, M, Eidner, A, Schmidt, F, Murugaiyan, J, Wirth, H, Binder, H, Maier, T, Roesler, U (2009) Identification of harmless and pathogenic algae of the genus Prototheca by MALDI-MS. Proteomics Clin Appl 3: pp. 774-784 CrossRef
    25. Sauer, S, Freiwald, A, Maier, T, Kube, M, Reinhardt, R, Kostrzewa, M, Geider, K (2008) Classification and Identification of Bacteria by Mass Spectrometry and Computational Analysis. PLoS One 3: pp. e2843 CrossRef
    26. Mellmann, A, Bimet, F, Bizet, C, Borovskaya, AD, Drake, RR, Eigner, U, Fahr, AM, He, Y, Ilina, EN, Kostrzewa, M, Maier, T, Mancinelli, L, Moussaoui, W, Pre麓vost, G, Putignani, L, Seachord, CL, Tang, YW, Harmsen, D (2009) High interlaboratory reproducibility of matrix-assisted laser desorption ionization-time of flight mass spectrometry-based species identification of nonfermenting bacteria. J Clin Microbiol 47: pp. 3732-3734 CrossRef
    27. Santos, C, Paterson, RR, Venancio, A, Lima, N (2010) Filamentous fungal characterizations by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. J Appl Microbiol 108: pp. 375-385 CrossRef
    28. Sauer, S, Kliem, M (2010) Mass spectrometry tools for the classification and identification of bacteria. Nat Rev Microbiol 8: pp. 74-82 CrossRef
    29. Stevenson, LG, Drake, SK, Shea, YR, Zelazny, AM, Murray, PR (2010) Evaluation of matrix-assisted laser desorption ionization-time of flight mass spectrometry for identification of clinically important yeast species. J Clin Microbiol 48: pp. 3482-3486 CrossRef
    30. van Veen, SQ, Claas, EC, Kuijper, EJ (2010) High-throughput identification of bacteria and yeast by matrix-assisted laser desorption ionization-time of flight mass spectrometry in conventional medical microbiology laboratories. J Clin Microbiol 48: pp. 900-907 CrossRef
    31. Giebel, R, Worden, C, Rust, SM, Kleinheinz, GT, Robbins, M, Sandrin, TR (2010) Microbial fingerprinting using matrix-assisted laser desorption ionization time-of-flight mass spectrometry (MALDI-TOF MS) applications and challenges. Adv Appl Microbiol 71: pp. 149-184 CrossRef
    32. Caprioli, G, Cristalli, G, Ragazzi, E, Molin, L, Ricciutelli, M, Sagratini, G, Seraglia, R, Zuo, Y, Vittori, S (2010) A preliminary matrix-assisted laser desorption/ionization time-of-flight approach for the characterization of Italian lentil varieties. Rapid Commun Mass Spectrom 24: pp. 2843-2848 CrossRef
    33. Mazzeo, MF, Giulio, BD, Guerriero, G, Ciarcia, G, Malorni, A, Russo, GL, Siciliano, RA (2008) Fish authentication by MALDI-TOF mass spectrometry. J Agric Food Chem 56: pp. 11071-11076 CrossRef
    34. Perera, MR, Vargas, RDF, Jones, MGK (2005) Identification of aphid species using protein profiling and matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. Entomol Exp Appl 117: pp. 243-247 CrossRef
    35. Campbell, PM (2005) Species differentiation of insects and other multicellular organisms using matrix-assisted laser desorption/ionization time of flight mass spectrometry protein profiling. Syst Entomol 30: pp. 186-190 CrossRef
    36. Feltens, R, Gorner, R, Kalkhof, S, Groger-Arndt, H, von Bergen, M (2010) Discrimination of different species from the genus Drosophila by intact protein profiling using matrix-assisted laser desorption ionization mass spectrometry. BMC Evol Biol 10: pp. 95 CrossRef
    37. Muller, P, Pfluger, V, Wittwer, M, Ziegler, D, Chandre, F, Simard, F, Lengeler, C (2013) Identification of cryptic Anopheles mosquito species by molecular protein profiling. PLoS One 8: pp. e57486 CrossRef
    38. Karger, A, Kampen, H, Bettin, B, Dautel, H, Ziller, M, Hoffmann, B, Suss, J, Klaus, C (2012) Species determination and characterization of developmental stages of ticks by whole-animal matrix-assisted laser desorption/ionization mass spectrometry. Ticks Tick Borne Dis 3: pp. 78-89 CrossRef
    39. Yssouf, A, Flaudrops, C, Drali, R, Kernif, T, Socolovschi, C, Berenger, JM, Raoult, D, Parola, P (2013) Matrix-assisted laser desorption ionization-time of flight mass spectrometry for rapid identification of tick vectors. J Clin Microbiol 51: pp. 522-528 CrossRef
    40. Yssouf, A, Socolovschi, C, Flaudrops, C, Ndiath, MO, Sougoufara, S, Dehecq, JS, Lacour, G, Berenger, JM, Sokhna, CS, Raoult, D, Parola, P (2013) Matrix-assisted laser desorption ionization鈥搕ime of flight mass spectrometry: an emerging tool for the rapid identification of mosquito vectors. PLoS One 8: pp. e72380 CrossRef
    41. Hoppenheit, A, Murugaiyan, J, Bauer, B, Steuber, S, Clausen, PH, Roesler, U (2013) Identification of Tsetse (Glossina spp.) using matrix-assisted laser desorption/ionisation time of flight mass spectrometry. PLoS Negl Trop Dis 7: pp. e2305 CrossRef
    42. Kaufmann, C, Schaffner, F, Ziegler, D, Pfluger, V, Mathis, A (2012) Identification of field-caught Culicoides biting midges using matrix-assisted laser desorption/ionization time of flight mass spectrometry. Parasitology 139: pp. 248-258 CrossRef
    43. Dekker, LJ, Boogerd, W, Stockhammer, G, Dalebout, JC, Siccama, I, Zheng, P, Bonfrer, JM, Verschuuren, JJ, Jenster, G, Verbeek, MM, Luider, TM, Sillevis Smitt, PA (2005) MALDI-TOF mass spectrometry analysis of cerebrospinal fluid tryptic peptide profiles to diagnose leptomeningeal metastases in patients with breast cancer. Mol Cell Proteomics 4: pp. 1341-1349 CrossRef
    44. Villanueva, J, Philip, J, Chaparro, CA, Li, Y, Toledo-Crow, R, DeNoyer, L, Fleisher, M, Robbins, RJ, Tempst, P (2005) Correcting Common Errors in Identifying Cancer-Specific Serum Peptide Signatures. J Proteome Res 4: pp. 1060-1072 CrossRef
    45. Schmidt, F, Fiege, T, Hustoft, HK, Kneist, S, Thiede, B (2009) Shotgun mass mapping of Lactobacillus species and subspecies from caries related isolates by MALDI-MS. Proteomics 9: pp. 1994-2003 CrossRef
    46. Jehmlich, N, Schmidt, F, Taubert, M, Seifert, J, von Bergen, M, Richnow, HH, Vogt, C (2009) Comparison of methods for simultaneous identification of bacterial species and determination of metabolic activity by protein-based stable isotope probing (Protein-SIP) experiments. Rapid Commun Mass Spectrom 23: pp. 1871-1878 CrossRef
    47. Muller, SA, Kohajda, T, Findeiss, S, Stadler, PF, Washietl, S, Kellis, M, von Bergen, M, Kalkhof, S (2010) Optimization of parameters for coverage of low molecular weight proteins. Anal Bioanal Chem 398: pp. 2867-2881 CrossRef
    48. Kalkhof, S, Haehn, S, Ihling, C, Paulsson, M, Smyth, N, Sinz, A (2008) Determination of disulfide bond patterns in laminin beta1 chain N-terminal domains by nano-high-performance liquid chromatography/matrix-assisted laser desorption/ionization time-of-flight/time-of-flight mass spectrometry. Rapid Commun Mass Spectrom 22: pp. 1933-1940 CrossRef
    R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria
    49. Gibb, S (2013) MALDIquantForeign: Import/Export routines for MALDIquant. R package version 0.5.1.
    50. Gibb, S, Strimmer, K (2012) MALDIquant: a versatile R package for the analysis of mass spectrometry data. Bioinformatics 28: pp. 2270-2271 CrossRef
    51. Senko, MW, Beu, SC, McLafferty, FW (1995) Determination of monoisotopic masses and ion populations for large biomolecules from resolved isotopic distributions. J Am Soc Mass Spectrom 6: pp. 229-233 CrossRef
    52. Park, K, Yoon, JY, Lee, S, Paek, E, Park, H, Jung, HJ, Lee, SW (2008) Isotopic peak intensity ratio based algorithm for determination of isotopic clusters and monoisotopic masses of polypeptides from high-resolution mass spectrometric data. Anal Chem 80: pp. 7294-7303 CrossRef
    53. Karty, JA, Ireland, MM, Brun, YV, Reilly, JP (2002) Artifacts and unassigned masses encountered in peptide mass mapping. J Chromatogr B Analyt Technol Biomed Life Sci 782: pp. 363-383 CrossRef
    54. Schmidt, F, Schmid, M, Jungblut, PR, Mattow, J, Facius, A, Pleissner, K-P (2003) Iterative data analysis is the key for exhaustive analysis of peptide mass fingerprints from proteins separated by two-dimensional electrophoresis. J Am Soc Mass Spectrom 14: pp. 943-956 CrossRef
    55. Gibb, S (2013) Cleaver: Cleavage of polypeptide sequences. R package version 1.0.0.
    Reorganizing the protein space at the Universal Protein Resource (UniProt). Nucleic Acids Res 40: pp. D71-D75 CrossRef
    56. Claesen, J, Dittwald, P, Burzykowski, T, Valkenborg, D (2012) An efficient method to calculate the aggregated isotopic distribution and exact center-masses. J Am Soc Mass Spectrom 23: pp. 753-763 CrossRef
    57. Venables, WN, Ripley, BD (2002) Modern Applied Statistics with S. Springer, New York CrossRef
    58. Dice, LR (1945) Measures of the amount of ecologic association between species. Ecology 26: pp. 297-302 CrossRef
    59. Meyer, D, Buchta, C (2013) Proxy: Distance and Similarity Measures. R package version 04-10.
    60. Ward, JH (1963) Hierarchical grouping to optimize an objective function. J Am Stat Assoc 58: pp. 236-244 CrossRef
    61. Oksanen, J, Blanchet, FG, Kindt, R, Legendre, P, Minchin, PR, O鈥橦ara, RB, Simpson, GL, Solymos, P, Stevens, MHH, Wagner, H (2013) Vegan: Community Ecology Package. R package version 2.0-9.
    62. Ahdesm盲ki, M, Strimmer, K (2010) Feature selection in omics prediction problems using cat scores and false nondiscovery rate control. Annals Appl Statistics 4: pp. 503-519 CrossRef
    63. Zuber, V, Strimmer, K (2009) Gene ranking and biomarker discovery under correlation. Bioinformatics 25: pp. 2700-2707 CrossRef
    64. Ahdesm盲ki, M, Zuber, V, Gibb, S, Strimmer, K (2013) sda: Shrinkage Discriminant Analysis and CAT Score Variable Selection. R package version 1.3.2.
    65. Paradis, E, Claude, J, Strimmer, K (2004) APE: Analyses of Phylogenetics and Evolution in R language. Bioinformatics 20: pp. 289-290 CrossRef
    66. Kimura, M (1980) A simple method for estimating evolutionary rates of base substitutions through comparative studies of nucleotide sequences. J Mol Evol 16: pp. 111-120 CrossRef
    67. Albrethsen, J (2007) Reproducibility in protein profiling by MALDI-TOF mass spectrometry. Clin Chem 53: pp. 852-858 CrossRef
    68. Tweedie, S, Ashburner, M, Falls, K, Leyland, P, McQuilton, P, Marygold, S, Millburn, G, Osumi-Sutherland, D, Schroeder, A, Seal, R, Zhang, H (2009) FlyBase: enhancing Drosophila Gene Ontology annotations. Nucleic Acids Res 37: pp. D555-D559 CrossRef
    69. / ToxoDros. [http://www.taxodros.uzh.ch/]
    70. / Genetics and Genomics. [http://www.research.pirbright.ac.uk/geneticsgenomics/]
    71. Schwenkenbecher, JM, Mordue, AJ, Piertney, SB (2009) Phylogenetic analysis indicates that Culicoides dewulfi should not be considered part of the Culicoides obsoletus complex. Bull Entomol Res 99: pp. 371-375 CrossRef
  • 刊物主题:Parasitology; Infectious Diseases; Tropical Medicine; Entomology;
  • 出版者:BioMed Central
  • ISSN:1756-3305
文摘
Background Culicoides biting midges are vectors of bluetongue and Schmallenberg viruses that inflict large-scale disease epidemics in ruminant livestock in Europe. Methods based on morphological characteristics and sequencing of genetic markers are most commonly employed to differentiate Culicoides to species level. Proteomic methods, however, are also increasingly being used as an alternative method of identification. These techniques have the potential to be rapid and may also offer advantages over DNA-based techniques. The aim of this proof-of-principle study was to develop a simple MALDI-MS based method to differentiate Culicoides from different species by peptide patterns with the additional option of identifying discriminating peptides. Methods Proteins extracted from 7 Culicoides species were digested and resulting peptides purified. Peptide mass fingerprint (PMF) spectra were recorded using matrix-assisted laser desorption/ionization time of flight mass spectrometry (MALDI-TOF-MS) and peak patterns analysed in R using the MALDIquant R package. Additionally, offline liquid chromatography (LC) MALDI-TOF tandem mass spectrometry (MS/MS) was applied to determine the identity of peptide peaks in one exemplary MALDI spectrum obtained using an unfractionated extract. Results We showed that the majority of Culicoides species yielded reproducible mass spectra with peak patterns that were suitable for classification. The dendrogram obtained by MS showed tentative similarities to a dendrogram generated from cytochrome oxidase I (COX1) sequences. Using offline LC-MALDI-TOF-MS/MS we determined the identity of 28 peptide peaks observed in one MALDI spectrum in a mass range from 1.1 to 3.1 kDa. All identified peptides were identical to other dipteran species and derived from one of five highly abundant proteins due to an absence of available Culicoides data. Conclusion Shotgun mass mapping by MALDI-TOF-MS has been shown to be compatible with morphological and genetic identification of specimens. Furthermore, the method performs at least as well as an alternative approach based on MS spectra of intact proteins, thus establishing the procedure as a method in its own right, with the additional option of concurrently using the same samples in other MS-based applications for protein identifications. The future availability of genomic information for different Culicoides species may enable a more stringent peptide detection based on Culicoides-specific sequence information.

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