High throughput nanostructure-initiator mass spectrometry screening of microbial growth conditions for maximal β-glucosidase production

Production of biofuels via enzymatic hydrolysis of complex plant polysaccharides is a subject of intense global interest. Microbial communities are known to express a wide range of enzymes necessary for the saccharification of lignocellulosic feedstocks and serve as a powerful reservoir for enzyme discovery. However, the growth temperature and conditions that yield high cellulase activity vary widely, and the throughput to identify optimal conditions has been limited by the slow handling and conventional analysis. A rapid method that uses small volumes of isolate culture to resolve specific enzyme activity is needed. In this work, a high throughput nanostructure-initiator mass spectrometry (NIMS)-based approach was developed for screening a thermophilic cellulolytic actinomycete, Thermobispora bispora, for β-glucosidase production under various growth conditions. Media that produced high β-glucosidase activity were found to be I/S + glucose or microcrystalline cellulose (MCC), Medium 84 + rolled oats, and M9TE + MCC at 45°C. Supernatants of cell cultures grown in M9TE + 1% MCC cleaved 2.5 times more substrate at 45°C than at all other temperatures. While T. bispora is reported to grow optimally at 60°C in Medium 84 + rolled oats and M9TE + 1% MCC, approximately 40% more conversion was observed at 45°C. This high throughput NIMS approach may provide an important tool in discovery and characterization of enzymes from environmental microbes for industrial and biofuel applications.

[1]  Jay D. Keasling,et al.  Versatile synthesis of probes for high-throughput enzyme activity screening , 2013, Analytical and Bioanalytical Chemistry.

[2]  Natalia N. Ivanova,et al.  Genomics of Aerobic Cellulose Utilization Systems in Actinobacteria , 2012, PloS one.

[3]  J. Keasling,et al.  Encoding substrates with mass tags to resolve stereospecific reactions using Nimzyme. , 2012, Rapid communications in mass spectrometry : RCM.

[4]  Gary Siuzdak,et al.  Acoustic deposition with NIMS as a high-throughput enzyme activity assay , 2012, Analytical and Bioanalytical Chemistry.

[5]  J. VanderGheynst,et al.  Glycoside Hydrolase Activities of Thermophilic Bacterial Consortia Adapted to Switchgrass , 2011, Applied and Environmental Microbiology.

[6]  Rui M. F. Bezerra,et al.  Cellulose Hydrolysis by Cellobiohydrolase Cel7A Shows Mixed Hyperbolic Product Inhibition , 2011, Applied biochemistry and biotechnology.

[7]  W. Qin,et al.  Cellulase activities in biomass conversion: measurement methods and comparison , 2010, Critical reviews in biotechnology.

[8]  Chi‐Huey Wong,et al.  Glycan array on aluminum oxide-coated glass slides through phosphonate chemistry. , 2010, Journal of the American Chemical Society.

[9]  N. Kyrpides,et al.  Complete genome sequence of Thermobispora bispora type strain (R51T) , 2010, Standards in genomic sciences.

[10]  Markus Pauly,et al.  Plant cell wall polymers as precursors for biofuels. , 2010, Current opinion in plant biology.

[11]  J. Naleway,et al.  A long-wavelength fluorescent substrate for continuous fluorometric determination of alpha-mannosidase activity: resorufin alpha-D-mannopyranoside. , 2010, Analytical biochemistry.

[12]  Trent R Northen,et al.  Rapid screening of fatty acids using nanostructure-initiator mass spectrometry. , 2010, Analytical chemistry.

[13]  J. Keasling,et al.  Microbial production of fatty-acid-derived fuels and chemicals from plant biomass , 2010, Nature.

[14]  Wensheng Qin,et al.  Fungal Bioconversion of Lignocellulosic Residues; Opportunities & Perspectives , 2009, International journal of biological sciences.

[15]  Jie Bao,et al.  Inhibition Performance of Lignocellulose Degradation Products on Industrial Cellulase Enzymes During Cellulose Hydrolysis , 2009, Applied biochemistry and biotechnology.

[16]  G. Siuzdak,et al.  Nanostructure-initiator mass spectrometry: a protocol for preparing and applying NIMS surfaces for high-sensitivity mass analysis , 2008, Nature Protocols.

[17]  M. Mrksich,et al.  On-chip synthesis and label-free assays of oligosaccharide arrays. , 2008, Angewandte Chemie.

[18]  Gary Siuzdak,et al.  A nanostructure-initiator mass spectrometry-based enzyme activity assay , 2008, Proceedings of the National Academy of Sciences.

[19]  Jay D Keasling,et al.  Addressing the need for alternative transportation fuels: the Joint BioEnergy Institute. , 2008, ACS chemical biology.

[20]  J. Naleway,et al.  A long-wavelength fluorescent substrate for continuous fluorometric determination of cellulase activity: resorufin-beta-D-cellobioside. , 2007, Analytical biochemistry.

[21]  Junefredo V. Apon,et al.  Clathrate nanostructures for mass spectrometry , 2007, Nature.

[22]  Roy H. Doi,et al.  Cellulosomes: plant-cell-wall-degrading enzyme complexes , 2004, Nature Reviews Microbiology.

[23]  D. Eveleigh,et al.  Saccharification of cellulosics by Microbispora bispora , 1986, Applied Microbiology and Biotechnology.

[24]  D. Eveleigh,et al.  Isolation and characterization of a cellulolytic actinomycete Microbispora bispora , 1986, Applied Microbiology and Biotechnology.

[25]  D. Gregg,et al.  Effects of sugar inhibition on cellulases and beta-glucosidase during enzymatic hydrolysis of softwood substrates. , 2004, Applied biochemistry and biotechnology.

[26]  Y. Shoham,et al.  Microbial hemicellulases. , 2003, Current opinion in microbiology.

[27]  M. Mrksich,et al.  Using mass spectrometry to characterize self-assembled monolayers presenting peptides, proteins, and carbohydrates. , 2002, Angewandte Chemie.

[28]  I. S. Pretorius,et al.  Microbial Cellulose Utilization: Fundamentals and Biotechnology , 2002, Microbiology and Molecular Biology Reviews.

[29]  A. Helenius,et al.  Intracellular functions of N-linked glycans. , 2001, Science.

[30]  K. Sharrock Cellulase assay methods: a review. , 1988, Journal of biochemical and biophysical methods.