Browse > Article
http://dx.doi.org/10.4491/eer.2018.011

Optimization of HPLC-tandem mass spectrometry for chlortetracycline using response surface analysis  

Bae, Hyokwan (Department of Civil and Environmental Engineering, Pusan National University)
Jung, Hee-Suk (Plant Engineering Division, Institute for Advanced Engineering)
Jung, Jin-Young (Department of Environmental Engineering, Yeungnam University)
Publication Information
Environmental Engineering Research / v.23, no.3, 2018 , pp. 309-315 More about this Journal
Abstract
Chlortetracycline (CTC) is one of the most important compounds in antibiotic production, and its distribution has been widely investigated due to health and ecological concerns. This study presents systematic approach to optimize the high-performance liquid chromatography-tandem mass spectrometry for analyzing CTC in a multiple reaction monitoring mode ($479{\rightarrow}462m/z$). One-factor-at-a-time (OFAT) test with response surface analysis (RSA) was used as optimization strategy. In OFAT tests, the fragmentor voltage, collision energy, and ratio of acetonitrile in the mobile phase were selected as major factors for RSA. The experimental conditions were determined using a composite in cube design (CCD) to maximize the peak area. As a result, the partial cubic model precisely predicted the peak area response with high statistical significance. In the model, the (solvent composition) and (collision $energy^2$) terms were statistically significant at the 0.1 ${\alpha}$-level, while the two-way interactions of the independent variables were negligible. By analyzing the model equation, the optimum conditions were derived as 114.9 V, 15.7 eV, and 70.9% for the fragmentor voltage, collision energy, and solvent composition, respectively. The RSA, coupled with the CCD, offered a comprehensive understanding of the peak area that responds to changes in experimental conditions.
Keywords
Chlortetracycline; HPLC-MS/MS; Optimization; Response surface analysis;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Daghrir R, Drogui P. Tetracycline antibiotics in the environment: A review. Environ. Chem. Lett. 2013;11:209-227.   DOI
2 Fang H, Han Y, Yin Y, Pan X, Yu Y. Variations in dissipation rate, microbial function and antibiotic resistance due to repeated introductions of manure containing sulfadiazine and chlortetracycline to soil. Chemosphere 2014;96:51-56.   DOI
3 Ma Y, Li M, Wu M, Li Z, Liu X. Occurrences and regional distributions of 20 antibiotics in water bodies during groundwater recharge. Sci. Total Environ. 2015;518:498-506.
4 Awad YM, Kim SC, El-Azeem SAA, et al. Veterinary antibiotics contamination in water, sediment, and soil near a swine manure composting facility. Environ. Earth Sci. 2014;71:1433-1440.   DOI
5 Ashfaq M, Li Y, Wang Y, et al. Occurrence, fate, and mass balance of different classes of pharmaceuticals and personal care products in an anaerobic-anoxic-oxic wastewater treatment plant in Xiamen, China. Water Res. 2017;123:655-667.   DOI
6 De Alwis H, Heller DN. Multiclass, multiresidue method for the detection of antibiotic residues in distillers grains by liquid chromatography and ion trap tandem mass spectrometry. J. Chromatogr. A 2010;1217:3076-3084.   DOI
7 Goto T, Ito Y, Yamada S, Matsumoto H, Oka H. High-throughput analysis of tetracycline and penicillin antibiotics in animal tissues using electrospray tandem mass spectrometry with selected reaction monitoring transition. J. Chromatogr. A 2005;1100:193-199.   DOI
8 Hirsch R, Ternes TA, Haberer K, Mehlich A, Ballwanz F, Kratz K. Determination of antibiotics in different water compartments via liquid chromatography-electrospray tandem mass spectrometry. J. Chromatogr. A 1998;815:213-223.   DOI
9 Montgomery DC. Design and analysis of experiments. 3rd ed. New York: Wiley; 1991.
10 Zhu J, Snow DD, Cassada DA, Monson SJ, Spalding RF. Analysis of oxytetracycline, tetracycline, and chlortetracycline in water using solid-phase extraction and liquid chromatography-tandem mass spectrometry. J. Chromatogr. A 2001;928:177-186.   DOI
11 Shokuhfar A, Khalili SMR, Ghasemi FA, Malekzadeh K, Raissi S. Analysis and optimization of smart hybrid composite plates subjected to low-velocity impact using the response surface methodology (RSM). Thin-Walled Struct. 2008;46:1204-1212.   DOI
12 Zhou Y, Song J, Choi FF, et al. An experimental design approach using response surface techniques to obtain optimal liquid chromatography and mass spectrometry conditions to determine the alkaloids in Meconopsi species. J. Chromatogr. A 2009;1216:7013-7023.   DOI
13 Fan S, Zhu J, Ren L, et al. Co-solvent enhanced adsorption with magnetic velvet-like carbon nitride for high efficiency solid phase extraction. Anal. Chim. Acta 2017;960:63-71.   DOI
14 Arslan-Alaton I, Ayten N, Olmez-Hanci T. Photo-Fenton-like treatment of the commercially important H-acid: Process optimization by factorial design and effects of photocatalytic treatment on activated sludge inhibition. Appl. Catal. B. Environ. 2010;96:208-217.   DOI
15 Chauhan B, Gupta R. Application of statistical experimental design for optimization of alkaline protease production from Bacillus sp. RGR-14. Process Biochem. 2004;39:2115-2122.   DOI
16 Gopinath KP, Muthukumar K, Velan M. Sonochemical degradation of Congo red: Optimization through response surface methodology. Chem. Eng. J. 2010;157:427-433.   DOI
17 Ferreira SLC, Bruns RE, da Silva EGP, et al. Statistical designs and response surface techniques for the optimization of chromatographic systems. J. Chromatogr. A 2007;1158:2-14.   DOI
18 Fang Y, Tian W, Pei F, et al. Simultaneous determination of pesticide residues and antioxidants in blended oil using a liquid-liquid extraction combined with dispersive solid phase extraction method. Food Chem. 2017;229:347-353.   DOI
19 Salazar-Rabago JJ, Sanchez-Polo M, Rivera-Utrilla J, Leyva-Ramos R, Ocampo-Perez R. Role of $^1[O_2]^*$ in chlortetracycline degradation by solar radiation assisted by ruthenium metal complexes. Chem. Eng. J. 2016;284:896-904.   DOI
20 Raghavan DSS, Qiu G, Ting YP. Fate and removal of selected antibiotics in an osmotic membrane bioreactor. Chem. Eng. J. 2018;334:198-205.   DOI
21 Di Guardo A, Finizio A. Sustainable use of veterinary pharmaceuticals on the territory (Sust-PHarm): Linking available database of manure management and environmental fate models. Sci. Total Environ. 2017;575:1014-1026.   DOI
22 Kroker R. Aspekte zur ausscheidung antimikrobiell wirksamer substanzen nach der chemoterapeutischen behandlung von nutztieren. Wissenschaft Umwelt 1983;4:305-308.
23 Bruno F, Curini R, Di Corcia A, Nazzari M, Pallagrosi M. An original approach to determining traces of tetracycline antibiotics in milk and eggs by solid-phase extraction and liquid chromatography/mass spectrometry. Rapid Commun. Mass Spectrom. 2002;16:1365-1376.   DOI
24 Shao B, Jia X, Zhang J, et al. Multi-residual analysis of 16 $\beta$-agonists in pig liver, kidney and muscle by ultra performance liquid chromatography tandem mass spectrometry. Food Chem. 2009;114:1115-1121.   DOI
25 Bae H, Paul T, Kim D, Jung JY. Specific ANAMMOX activity (SAA) in a sequencing batch reactor: Optimization test with statistical comparison. Environ. Earth Sci. 2016;75:1452-1460.   DOI
26 Bae H, Yang H, Choi M, Chung YC, Lee S, Yoo YJ. Optimization of the mechanical strength of PVA/alginate gel beads and their effects on the ammonia-oxidizing activity. Des. Water Treat. 2015;53:2412-2420.   DOI
27 Huikko K, Kotiaho T, Kostiainen R. Effects of nebulizing and drying gas flow on capillary electrophoresis/mass spectrometry. Rapid Commun. Mass Spectrom. 2002;16:1562-1568.   DOI
28 Di Corcia A, Nazzari M. Liquid chromatographic-mass spectrometric methods for analyzing antibiotic and antibacterial agents in animal food products. J. Chromatogr. A 2002;974:53-89.   DOI
29 Elmund GK, Morrison SM, Grant DW, Nevins MP. Role of excreted chlortetracycline in modifying the decomposition process in feedlot waste. Bull. Environ. Contam. Toxicol. 1971;6:129-135.   DOI
30 Levy SB. Antibiotic resistance: An ecological imbalance. Ciba Foundation Symposium 1997;207:1-14.
31 Schwartz T, Kohnen W, Jansen B, Obst U. Detection of antibiotic- resistant bacteria and their resistance genes in wastewater, surface water, and drinking water biofilms. FEMS Microbiol. Ecol. 2003;43:325-335.   DOI
32 Volkmann H, Schwartz T, Bischoff P, Kirchen S, Obst U. Detection of clinically relevant antibiotic-resistance genes in municipal wastewater using real-time PCR (taqman). J. Microbiol. Meth. 2004;56:277-286.   DOI