Significance of metabolite extraction method for evaluating sulfamethazine toxicity in adult zebrafish using metabolomics

被引:18
作者
De Sotto, Ryan [1 ]
Medriano, Carl [2 ]
Cho, Yunchul [3 ]
Seok, Kwang-Seol [4 ]
Park, Youngja [2 ]
Kim, Sungpyo [1 ]
机构
[1] Korea Univ, Bio Monitoring Lab, Program Environm Technol & Policy, Sejong Campus,2511 Sejong Ro, Sejong City 339700, Chungnam, South Korea
[2] Korea Univ, Coll Pharm, Metabol Lab, Sejong Campus,2511 Sejong Ro, Sejong City 339700, Chungnam, South Korea
[3] Daejeon Univ, Dept Environm Engn, 62 Daehak Ro, Daejeon 300716, South Korea
[4] Natl Inst Environm Res, Environm Res Complex, Incheon 404708, Slovenia
基金
新加坡国家研究基金会;
关键词
Environmental metabolomics; Danio rerio; Antibiotics; FLUOROQUINOLONE ANTIBIOTICS; MODEL ORGANISM; BILE-ACIDS; SULFONAMIDES; NMR; SPECTROSCOPY; ENVIRONMENT; CHEMISTRY; DISCOVERY; PATHWAYS;
D O I
10.1016/j.ecoenv.2016.01.015
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Recently, environmental metabolomics has been introduced as a next generation environmental toxicity method which helps in evaluating toxicity of bioactive compounds to non-target organisms. In general, efficient metabolite extraction from target cells is one of the keys to success to better understand the effects of toxic substances to organisms. In this regard, the aim of this study is (1) to compare two sample extraction methods in terms of abundance and quality of metabolites and (2) investigate how this could lead to difference in data interpretation using pathway analysis. For this purpose, the antibiotic sulfamethazine and zebrafish (Danio rerio) were selected as model toxic substance and target organism, respectively. The zebrafish was exposed to four different sulfamethazine concentrations (0, 10, 30, and 50 mg/L) for 72 h. Metabolites were extracted using two different methods (Bligh and Dyer and solid phase extraction). A total of 13,538 and 12,469 features were detected using quadrupole time-of-flight liquid chromatography mass spectrometry (QTOF LC-MS). Of these metabolites, 4278 (Bligh and Dyer) and 332 (solid phase extraction) were found to be significant after false discovery rate adjustment at a significance threshold of 0.01. Metlin and KEGG pathway analysis showed comprehensive information from fish samples extracted using Bligh and Dyer compared to solid phase extraction. This study shows that proper selection of sample extraction method is critically important for interpreting and analyzing the toxicity data of organisms when metabolomics is applied. (C) 2016 Elsevier Inc. All rights reserved.
引用
收藏
页码:127 / 134
页数:8
相关论文
共 45 条
[1]   Distribution of sulfamethazine, chlortetracycline and tylosin in manure and soil of Canadian feedlots after subtherapeutic use in cattle [J].
Aust, Marc-Oliver ;
Godlinski, Frauke ;
Travis, Greg R. ;
Hao, Xiying ;
McAllister, Tim A. ;
Leinweber, Peter ;
Thiele-Bruhn, Soeren .
ENVIRONMENTAL POLLUTION, 2008, 156 (03) :1243-1251
[2]   Occurrence and fate of pharmaceutically active compounds in the environment, a case study:: Hoje River in Sweden [J].
Bendz, D ;
Paxéus, NA ;
Ginn, TR ;
Loge, FJ .
JOURNAL OF HAZARDOUS MATERIALS, 2005, 122 (03) :195-204
[3]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]  
BLIGH EG, 1959, CAN J BIOCHEM PHYS, V37, P911
[5]   Early prediction of drug metabolism and toxicity: systems biology approach and modeling [J].
Bugrim, A ;
Nikolskaya, T ;
Nikolsky, Y .
DRUG DISCOVERY TODAY, 2004, 9 (03) :127-135
[6]   Environmental metabolomics: a critical review and future perspectives [J].
Bundy, Jacob G. ;
Davey, Matthew P. ;
Viant, Mark R. .
METABOLOMICS, 2009, 5 (01) :3-21
[7]   Monitoring the occurrence of emerging contaminants in treated wastewater and groundwater between 2008 and 2010. The Baix Llobregat (Barcelona, Spain) [J].
Cabeza, Y. ;
Candela, L. ;
Ronen, D. ;
Teijon, G. .
JOURNAL OF HAZARDOUS MATERIALS, 2012, 239 :32-39
[8]   Toxicogenomic analysis of Caenorhabditis elegans reveals novel genes and pathways involved in the resistance to cadmium toxicity [J].
Cui, Yuxia ;
McBride, Sandra J. ;
Boyd, Windy A. ;
Alper, Scott ;
Freedman, Jonathan H. .
GENOME BIOLOGY, 2007, 8 (06)
[9]   The toxicity of sulfamethazine to Daphnia magna and its additivity to other veterinary sulfonamides and trimethoprim [J].
De Liguoro, Marco ;
Fioretto, Barbara ;
Poltronieri, Carlo ;
Gallina, Guglielmo .
CHEMOSPHERE, 2009, 75 (11) :1519-1524
[10]   Towards quantitative metabolomics of mammalian cells: Development of a metabolite extraction protocol [J].
Dietmair, Stefanie ;
Timmins, Nicholas E. ;
Gray, Peter P. ;
Nielsen, Lars K. ;
Kroemer, Jens O. .
ANALYTICAL BIOCHEMISTRY, 2010, 404 (02) :155-164