Metabolic characterisation ofMagnetospirillum gryphiswaldenseMSR-1 using LC-MS-based metabolite profiling

被引:109
作者
Abdelrazig, Salah [1 ]
Safo, Laudina [1 ]
Rance, Graham A. [2 ]
Fay, Michael W. [2 ]
Theodosiou, Eirini [3 ]
Topham, Paul D. [3 ]
Kim, Dong-Hyun [1 ]
Fernandez-Castane, Alfred [3 ,4 ]
机构
[1] Univ Nottingham, Sch Pharm, Ctr Analyt Biosci, Adv Mat & Healthcare Technol Div, Nottingham NG7 2RD, England
[2] Univ Nottingham, Nanoscale & Microscale Res Ctr, Nottingham NG7 2RD, England
[3] Aston Univ, Aston Inst Mat Res, Birmingham B4 7ET, W Midlands, England
[4] Aston Univ, Energy & Bioprod Res Inst, Birmingham B4 7ET, W Midlands, England
基金
英国工程与自然科学研究理事会; “创新英国”项目;
关键词
ESCHERICHIA-COLI; OXYGEN; IDENTIFICATION; BIOSYNTHESIS; GROWTH; ACID;
D O I
10.1039/d0ra05326k
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Magnetosomes are nano-sized magnetic nanoparticles with exquisite properties that can be used in a wide range of healthcare and biotechnological applications. They are biosynthesised by magnetotactic bacteria (MTB), such asMagnetospirillum gryphiswaldenseMSR-1 (Mgryph). However, magnetosome bioprocessing yields low quantities compared to chemical synthesis of magnetic nanoparticles. Therefore, an understanding of the intracellular metabolites and metabolic networks related toMgryphgrowth and magnetosome formation are vital to unlock the potential of this organism to develop improved bioprocesses. In this work, we investigated the metabolism ofMgryphusing untargeted metabolomics. Liquid chromatography-mass spectrometry (LC-MS) was performed to profile spent medium samples ofMgryphcells grown under O-2-limited (n= 6) and O-2-rich conditions (n= 6) corresponding to magnetosome- and non-magnetosome producing cells, respectively. Multivariate, univariate and pathway enrichment analyses were conducted to identify significantly altered metabolites and pathways. Rigorous metabolite identification was carried out using authentic standards, theMgryph-specific metabolite database and MS/MS mzCloud database. PCA and OPLS-DA showed clear separation and clustering of sample groups with cross-validation values of (RX)-X-2 = 0.76, (RY)-Y-2 = 0.99 and Q(2)= 0.98 in OPLS-DA. As a result, 50 metabolites linked to 45 metabolic pathways were found to be significantly altered in the tested conditions, including: glycine, serine and threonine; butanoate; alanine, aspartate and glutamate metabolism; aminoacyl-tRNA biosynthesis and; pyruvate and citric acid cycle (TCA) metabolisms. Our findings demonstrate the potential of LC-MS to characterise key metabolites inMgryphand will contribute to further understanding the metabolic mechanisms that affectMgryphgrowth and magnetosome formation.
引用
收藏
页码:32548 / 32560
页数:13
相关论文
共 47 条
[1]   Metabolic characterisation of THP-1 macrophage polarisation using LC-MS-based metabolite profiling [J].
Abuawad, Alaa ;
Mbadugha, Chidimma ;
Ghaemmaghami, Amir M. ;
Kim, Dong-Hyun .
METABOLOMICS, 2020, 16 (03)
[2]  
[Anonymous], 2006, Multi-Megavariate Data Analysis
[3]   ULTRASTRUCTURE OF A MAGNETOTACTIC SPIRILLUM [J].
BALKWILL, DL ;
MARATEA, D ;
BLAKEMORE, RP .
JOURNAL OF BACTERIOLOGY, 1980, 141 (03) :1399-1408
[4]  
Begou O, 2018, METHODS MOL BIOL, V1738, P15, DOI 10.1007/978-1-4939-7643-0_2
[5]   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
[6]  
Chong Jasmine, 2019, Curr Protoc Bioinformatics, V68, pe86, DOI 10.1002/cpbi.86
[7]   Probing the Metabolic Network in Bloodstream-Form Trypanosoma brucei Using Untargeted Metabolomics with Stable Isotope Labelled Glucose [J].
Creek, Darren J. ;
Mazet, Muriel ;
Achcar, Fiona ;
Anderson, Jana ;
Kim, Dong-Hyun ;
Kamour, Ruwida ;
Morand, Pauline ;
Millerioux, Yoann ;
Biran, Marc ;
Kerkhoven, Eduard J. ;
Chokkathukalam, Achuthanunni ;
Weidt, Stefan K. ;
Burgess, Karl E. V. ;
Breitling, Rainer ;
Watson, David G. ;
Bringaud, Frederic ;
Barrett, Michael P. .
PLOS PATHOGENS, 2015, 11 (03) :1-25
[8]   Effect of butyrate and Lactobacillus GG on a butyrate receptor and transporter during Campylobacter jejuni exposure [J].
Cresci, Gail A. M. ;
Mayor, Paul C. ;
Thompson, Stuart A. .
FEMS MICROBIOLOGY LETTERS, 2017, 364 (06)
[9]   Flow cytometry as a rapid analytical tool to determine physiological responses to changing O2 and iron concentration by Magnetospirillum gryphiswaldense strain MSR-1 [J].
Fernandez-Castane, Alfred ;
Li, Hong ;
Thomas, Owen R. T. ;
Overton, Tim W. .
SCIENTIFIC REPORTS, 2017, 7
[10]  
FERNANDEZCASTANE A, 2018, NEW BIOTECHNOL, V46, P22, DOI DOI 10.1016/j.nbt.2018.05.1201