Highly sensitive detection and discrimination of LR and YR microcystins based on protein phosphatases and an artificial neural network

Analytical and Bioanalytical Chemistry

Volumn 404, Issue 3, 2012, Pages 711-720

  Covaci, O I ^a,b   Sassolas, A ^a   Alonso, G A ^a,c   Munoz R ^c   Radu, G L ^b   Bucur, B ^d   Marty, J L ^a  

^a Laboratoire IMAGES EA 4218   (France)

^b UNIVERSITY POLITEHNICA OF BUCHAREST   (Romania)

^c DEPARTAMENTO DE FÍSICA   (Mexico)

^d Bioanalysis Center   (Romania)

Author keywords

Artificial neural network; Influence of organic solvents; Microcystin; Protein phosphatase

Indexed keywords

LIMIT OF DETECTION; MICROCYSTINS; PROTEIN PHOSPHATASE; SENSITIVE DETECTION;

ACETONITRILE; ETHANOL; METHANOL; ORGANIC SOLVENTS; PHOSPHATASES; POTASSIUM IODIDE; PROTEINS; TOXIC MATERIALS;

NEURAL NETWORKS;

CYCLOPEPTIDE; ENZYME INHIBITOR; ISOENZYME; MICROCYSTIN; MICROCYSTIN LR; MICROCYSTIN RR; PHOSPHOPROTEIN PHOSPHATASE 1; PHOSPHOPROTEIN PHOSPHATASE 2; RECOMBINANT PROTEIN; SOLVENT;

ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; CHEMISTRY; CYANOGINOSIN YR; ESCHERICHIA COLI; GENETICS; HUMAN; KINETICS; LIMIT OF DETECTION; MOLECULAR CLONING; MUTATION; RABBIT;

ANIMALS; CLONING, MOLECULAR; ENZYME INHIBITORS; ESCHERICHIA COLI; HUMANS; ISOENZYMES; KINETICS; LIMIT OF DETECTION; MICROCYSTINS; MUTATION; NEURAL NETWORKS (COMPUTER); PEPTIDES, CYCLIC; PROTEIN PHOSPHATASE 1; PROTEIN PHOSPHATASE 2; RABBITS; RECOMBINANT PROTEINS; SOLVENTS;

EID: 84865454309     PISSN: 16182642     EISSN: 16182650     Source Type: Journal    
DOI: 10.1007/s00216-012-6092-6     Document Type: Article

References (35)

1. Dawson RM (1998) The toxicology of microcystins. Toxicon 36:953-962
2. de Figueiredo DR, Azeiteiro UM, Esteves SM, Goncalves FJM, Pereira MJ (2004) Microcystin-producing blooms-a serious global public health issue. Ecotoxicol Environ Safety 59:151-163
3. Hastie CJ, Borthwick EB, Morrison LF, Codd GA, Cohen PTW (2005) Inhibition of several protein phosphatases by a noncovalently interacting microcystin and a novel cyanobacterial peptide, nostocyclin. Biochim Biophys Acta 1726:187-193
4. MacKintosh RW, Dalby KN, Campbell DG, Cohen PTW, Cohen P, MacKintosh C (1995) The cyanobacterial toxin microcystin binds covalently to cysteine-273 on protein phosphatase FEBS Lett 371:236-240
5. Gehringer MM, Milne P, Lucietto F, Downing TG (2005) Comparison of the structure of key variants of microcystin to vasopressin. Environ Toxicol Phar 19:297-303
6. Yoshizawa S, Matsushima R, Watanabe MF, Hard MF, Ichihara A (1990) Inhibition of protein phosphatase by microcystin and nodularin associated with hepatotoxicity. J Cancer Res Clin Onc 116:609-614
7. Magalhaes VF, Soares RM, Azevedo SMFO (2001) Microcystin contamination in fish from the Jacarepagua Lagoon (Rio de Janeiro, Brazil): ecological implication and human health risk. Toxicon 39:1077-1085
8. Pouria S, De Andrade A, Barbosa J, Barreto VTS, Ward CJ, Preiser W, Poon GK, Neild GH, Codd GA (1998) Fatal microcystin intoxication on haemodialysis unit in Caruaru, Brazil. Lancet 352:21-26
9. Jochimsen EM, Carmichael WW, An J, Cardo DM, Cookson ST, Holmes CEM, Antunes MBC, De Melo Filho DA, Lyra TM, Barreto VST, Azevedo SMFO, Jarvis WR (1998) Liver failure and death after exposure to microcystins at a hemodialysis centre in Brazil. New Engl J Med 338:873-878
10. Lawton LA, Edwards C, Codd GA (1994) Extraction and high-performance liquid chromatography method for the determination of microcystins in raw and treated waters. Analyst 119:1525-1530
11. Sano T, Takagi H, Nagano K, Nishikawa M, Kaya K (2011) Accurate LC-MS analyses for microcystins using per-15N-labeled microcystins. Anal Bioanal Chem 399:2511-2516
12. Hiller S, Krock B, Cembella A, Luckas B (2007) Rapid detection of cyanobacterial toxins in precursor ion mode by liquid chromatography tandem mass spectrometry. J Mass Spectrom 42:1238-1250
13. Rivasseau C, Racaud P, Deguin A, Hennion M-C (1999) Development of a bioanalytical phosphatase inhibition test for the monitoring of microcystins in environmental water samples. Anal Chim Acta 394:243-257
14. Campas M, Szydlowska D, Trojanowicz M, Marty J-L (2005) Towards the protein phosphatase-based biosensor for microcystin detection. Biosens Bioelectr 20:1520-1530
15. Bouaïcha N, Maatouk I, Levi VY (2002) A colorimetric and fluorometric microplate assay for the detection of microcystin-LR in drinking water without preconcentration. Food Chem Toxicol 40:1677-1683
16. Campas M, Szydlowska D, Trojanowicz M, Marty J-L (2007) Enzyme inhibition-based biosensor for the electrochemical detection of microcystins in natural blooms of cyanobacteria. Talanta 72:179-186
17. Dondoi MP, Bucur B, Danet AF, Toader CN, Barthemebs L, Marty JL (2006) Organophosphorous insecticides extraction and oxidation on column for analysis with a acetylcholinesterase (AChE) biosensor. Anal Chim Acta 578:162-169
18. Mountfort DO, Holland P, Sprosen J (2005) Method for detecting classes of microcystins by combination of protein phosphatase inhibition assay and ELISA: comparison with LC-MS. Toxicon 45:199-206
19. Balabin RM, Safieva RZ, Lomakina EI (2007) Comparison of linear and nonlinear calibration models based on near infrared (NIR) spectroscopy data for gasoline properties prediction. Chemometr Intell Lab Syst 88:183-188
20. Zhou P, Tian F, Lv F, Shang Z (2009) Comprehensive comparison of eight statistical modelling methods used in quantitative structure-retention relationship studies for liquid chromatographic retention times of peptides generated by protease digestion of the Escherichia coli proteome. J Chromat A 1216:3107-3116
21. Denis-Quanquin S, Lamouroux L, Lougarre A, Maheo S, Saves I, Paquereau L, Demange P, Fournier D (2007) Protein expression from synthetic genes: selection of clones using GFP. J Biotechnol 131:223-230
22. Moreno-Barón L, Cartas R,Merkoci IA, Alegret S, del Valle M, Leija L, Hernandez PR, Munoz R (2006) Application of the wavelet transform coupled with artificial neural networks for quantification purposes in a voltammetric electronic tongue. Sens Actuat B1:487-499
23. Montgomery DC (1997) Design and analysis of experiment. Wiley, New York
24. Rocha JR, Catana R, Ferreira BS, Cabral JMS, Fernandes P (2006) Design and characterisation of an enzyme system for inulin hydrolysis. Food Chem 95:77-82
25. Abbot C et al. (2011) Guidelines for drinking-water quality, 4th edn. World Health Organization. ISBN 978 92 4 154815 1
26. Campas M, Olteanu MG, Marty J-L (2008) Enzymatic recycling for signal amplification: improving microcystin detection with biosensors. Sens Actuat B 129:263-267
27. Sassolas A, CatananteG, FournierD,Marty J-L (2011)Development of a colorimetric inhibition assay for microcystin-LR detection: comparison of the sensitivity of different protein phosphatases. Talanta 85 (15):2494-2503
28. Yu H-W, Lee J, Kim S, Nguyen GH, Kim IS (2009) Electrochemical immunoassay using quantum dot/antibody probe for identification of cyanobacterial hepatotoxin microcystin-LR. Anal Bioanal Chem 394:2173-2181
29. Sun X, Shi H, Wang H, Xiao L, Li L (2010) A simple, highly sensitive, and label-free impedimetric immunosensor for detection of microcystin-LR in water. Anal Lett 43:533-544
30. Herranz S, Bockova M, Marazuela MD, Homola J, Moreno-Bondi MC (2010) An SPR biosensor for the detection of microcystins in drinking water. Anal Bioanal Chem 398: 2625-2634
31. Geis-Asteggiante L, Lehotay SJ, Fortis LL, Paoli G, Wijey C, Heinzen H (2011) Development and validation of a rapid method for microcystins in fish and comparing LC-MS/MS results with ELISA. Anal Bioanal Chem 401:2617-2630
32. Busby WF Jr, Ackermann JM, Crespi CL (1999) Effect of methanol, ethanol, dimethyl sulfoxide, and acetonitrile on in vitro activities of cDNA-expressed human cytochromes p-450. Drug Metab Disposit 27:246-249
33. Sellek GA, Chaudhuri JB (1999) Biocatalysis in organic media using enzymes from extremophiles. Enzyme Microb Technol 25:471-482
34. Cong L, Huang B, Chen Q, Lu B, Zhang J, Ren Y (2006) Determination of trace amount of microcystins in water samples using liquid chromatography coupled with triple quadrupole mass spectrometry. Anal Chim Acta 569:157-168
35. Alonso GA, Istamboulie G, Ramírez-Garcia A, Noguer T,Marty J-L, Munoz R (2010) Artificial neural network implementation in single low-cost chip for the detection of insecticides by modeling of screen-printed enzymatic sensors response. Comput Electr Agricult 74:223-229