High-Throughput Screening Techniques for Biomass Conversion

High-throughput (HTP) screening of biomass or biomass-degrading enzymes, regardless of the desired outcome, is fraught with obstacles and challenges not typically faced in more traditional biotechnology. The enzyme systems are complex and synergistic and the substrate is highly heterogeneous, insoluble, and difficult to dispense. Digestions are often carried out for days at temperatures of 50°C or higher, leading to significant challenges regarding evaporation control in small well volumes. Furthermore, it is often desirable to condition or “pretreat” the biomass at extreme temperatures and/or pH to enhance enzyme digestibility. Once the substrate has been saccharified, evaluation of the extent and efficiency of conversion is made more difficult by time-consuming and tedious techniques used to measure the sugar products. Over the past decade or so, biomass researchers have creatively addressed these challenges by developing techniques to reduce biomass heterogeneity, uniformly distribute biomass samples at the small scale, pretreat the biomass at the small scale, quantitatively load these samples with enzymes, control evaporation of small reaction volumes for multiday incubations, and rapidly quantify the products. Other aspects of these measurements remain problematic and are being addressed. This review will address some of these challenges in detail, but more importantly, we will endeavor to educate the reader about the trials, tribulations, and pitfalls of carrying out HTP screening in biomass conversion research.

[1]  M. Himmel,et al.  The Effect of Lignin Removal by Alkaline Peroxide Pretreatment on the Susceptibility of Corn Stover to Purified Cellulolytic and Xylanolytic Enzymes , 2009, Applied biochemistry and biotechnology.

[2]  M. Himmel,et al.  Deposition of Lignin Droplets Produced During Dilute Acid Pretreatment of Maize Stems Retards Enzymatic Hydrolysis of Cellulose , 2007, Biotechnology progress.

[3]  C. Felby,et al.  Liquefaction of lignocellulose at high‐solids concentrations , 2007, Biotechnology and bioengineering.

[4]  Hongzhang Chen,et al.  Enhanced enzymatic hydrolysis of wheat straw by aqueous glycerol pretreatment. , 2008, Bioresource technology.

[5]  C. Wyman,et al.  Pretreatment: the key to unlocking low‐cost cellulosic ethanol , 2008 .

[6]  Charles E. Wyman,et al.  High solids simultaneous saccharification and fermentation of pretreated wheat straw to ethanol , 1992 .

[7]  Bruce E Dale,et al.  High-throughput microplate technique for enzymatic hydrolysis of lignocellulosic biomass. , 2008, Biotechnology and bioengineering.

[8]  Norton Nelson,et al.  A PHOTOMETRIC ADAPTATION OF THE SOMOGYI METHOD FOR THE DETERMINATION OF GLUCOSE , 1944 .

[9]  T. Foust,et al.  Technoeconomic analysis of the dilute sulfuric acid and enzymatic hydrolysis process for the conversion of corn stover to ethanol , 2009 .

[10]  J. Saddler,et al.  Enhancing the enzymatic hydrolysis of cellulosic materials using simultaneous ball milling. , 2002, Applied biochemistry and biotechnology.

[11]  Yoshio Tanaka,et al.  Ferrocene-attached l-lysine polymers as mediators for glucose-sensing electrodes , 1993 .

[12]  C. Wyman,et al.  Application of a depolymerization model for predicting thermochemical hydrolysis of hemicellulose. , 2003, Applied biochemistry and biotechnology.

[13]  Mark Holtzapple,et al.  Comparative sugar recovery data from laboratory scale application of leading pretreatment technologies to corn stover. , 2005, Bioresource technology.

[14]  Daniel J Schell,et al.  Soluble and insoluble solids contributions to high-solids enzymatic hydrolysis of lignocellulose. , 2008, Bioresource technology.

[15]  T. K. Ghose Measurement of cellulase activities , 1987 .

[16]  J. Khandurina,et al.  Large‐scale carbohydrate analysis by capillary array electrophoresis: Part 1. Separation and scale‐up , 2004, Electrophoresis.

[17]  Junyong Zhu,et al.  Specific surface to evaluate the efficiencies of milling and pretreatment of wood for enzymatic saccharification , 2009 .

[18]  J. Khandurina,et al.  Automated carbohydrate profiling by capillary electrophoresis: A bioindustrial approach , 2004, Electrophoresis.

[19]  G. Pettersson,et al.  An amperometric cellobiose dehydrogenase-based biosensor can be used for measurement of cellulase activity. , 2001, Analytical biochemistry.

[20]  Jochen Büchs,et al.  High-throughput screening for ionic liquids dissolving (ligno-)cellulose. , 2009, Bioresource technology.

[21]  Daniel Montané,et al.  The fractionation of almond shells by thermo-mechanical aqueous-phase (TM-AV) pretreatment , 1993 .

[22]  Hansang Jung,et al.  Impact of accessibility and chemical composition on cell wall polysaccharide degradability of maize and lucerne stems , 2000 .

[23]  R. Dasari,et al.  The effect of particle size on hydrolysis reaction rates and rheological properties in cellulosic slurries , 2007, Applied biochemistry and biotechnology.

[24]  M. Smolander,et al.  Mediated amperometric determination of xylose and glucose with an immobilized aldose dehydrogenase electrode. , 1992, Biosensors & bioelectronics.

[25]  B. Dale,et al.  Effect of particle size based separation of milled corn stover on AFEX pretreatment and enzymatic digestibility , 2007, Biotechnology and bioengineering.

[26]  P. Bernfeld,et al.  [17] Amylases, α and β , 1955 .

[27]  P. McCarty,et al.  Thermochemical pretreatment of lignocellulose to enhance methane fermentation: I. Monosaccharide and furfurals hydrothermal decomposition and product formation rates , 1988, Biotechnology and bioengineering.

[28]  M. Redinbaugh,et al.  Adaptation of the bicinchoninic acid protein assay for use with microtiter plates and sucrose gradient fractions. , 1986, Analytical Biochemistry.

[29]  J. Slavin,et al.  Evaluation of high-performance liquid chromatography for measurement of the neutral saccharides in neutral detergent fiber. , 1983, Journal of agricultural and food chemistry.

[30]  L. Gorton,et al.  Bioelectrochemical characterisation of cellobiose dehydrogenase modified graphite electrodes: ionic strength and pH dependences , 2000 .

[31]  Alvin Fox,et al.  Recent progress in the analysis of sugar monomers from complex matrices using chromatography in conjunction with mass spectrometry or stand-alone tandem mass spectrometry , 1996 .

[32]  B. Hames,et al.  Improved method of analysis of biomass sugars using high-performance liquid chromatography , 2004, Biotechnology Letters.

[33]  M. Himmel,et al.  Electrochemical oxidation of water by a cellobiose dehydrogenase from Phanerochaete chrysosporium , 2005, Biotechnology Letters.

[34]  Claus Felby,et al.  Determining Yields in High Solids Enzymatic Hydrolysis of Biomass , 2009, Applied biochemistry and biotechnology.

[35]  Jack Saddler,et al.  Optimization of enzyme complexes for lignocellulose hydrolysis , 2007, Biotechnology and bioengineering.

[36]  Michael E. Himmel,et al.  Dilute acid pretreatment of biomass at high solids concentrations , 1986 .

[37]  R. Storms,et al.  Microplate-based filter paper assay to measure total cellulase activity. , 2004, Biotechnology and bioengineering.

[38]  Mark F. Davis,et al.  Cellulase digestibility of pretreated biomass is limited by cellulose accessibility , 2007, Biotechnology and bioengineering.

[39]  Yoon-Yong Lee,et al.  Kinetic and modeling investigation on two-stage reverse-flow reactor as applied to dilute-acid pretreatment of agricultural residues , 1996 .

[40]  J. Saddler,et al.  A rapid microassay to evaluate enzymatic hydrolysis of lignocellulosic substrates , 2006, Biotechnology and bioengineering.

[41]  H. Hakimzadeh,et al.  Part 1 , 2011 .

[42]  M. Bailey A note on the use of dinitrosalicylic acid for determining the products of enzymatic reactions , 1988, Applied Microbiology and Biotechnology.

[43]  R. Baldwin,et al.  Determination of carbohydrates, sugar acids and alditols by capillary electrophoresis and electrochemical detection at a copper electrode , 1994 .

[44]  Michael E Himmel,et al.  Automated filter paper assay for determination of cellulase activity. , 2003, Applied biochemistry and biotechnology.

[45]  Rongfu Chen,et al.  Kinetic and Modeling Investigationon on Two-Stage Reverse-Flow Reactoras Applied to Dilute-Acid Pretreatment of Agricultural Residues , 1996 .

[46]  Stephen R. Decker,et al.  The impact of cell wall acetylation on corn stover hydrolysis by cellulolytic and xylanolytic enzymes , 2009 .

[47]  M. N. Karim,et al.  Model-Based Fed-Batch for High-Solids Enzymatic Cellulose Hydrolysis , 2009, Applied biochemistry and biotechnology.

[48]  D. Barrett,et al.  Determination of reducing sugars with 3-methyl-2-benzothiazolinonehydrazone. , 2002, Analytical biochemistry.

[49]  R. Slimestad,et al.  Thermal stability of glucose and other sugar aldoses in normal phase high performance liquid chromatography. , 2006, Journal of chromatography. A.

[50]  H. Fang,et al.  Amperometric glucose enzyme electrode by immobilizing glucose oxidase in multilayers on self-assembled monolayers surface. , 1998, Talanta.

[51]  C. Biermann,et al.  Analysis of Carbohydrates by GLC and MS , 1988 .

[52]  G. L. Miller Use of Dinitrosalicylic Acid Reagent for Determination of Reducing Sugar , 1959 .

[53]  J. Saddler,et al.  Do Enzymatic Hydrolyzability and Simons' Stain Reflect the Changes in the Accessibility of Lignocellulosic Substrates to Cellulase Enzymes? , 2001, Biotechnology progress.

[54]  J M Walker,et al.  The bicinchoninic acid (BCA) assay for protein quantitation. , 1994, Methods in molecular biology.

[55]  P. Hale,et al.  Amperometric glucose biosensors based on redox polymer-mediated electron transfer , 1991 .

[56]  Jerome F. Saeman,et al.  Kinetics of Wood Saccharification - Hydrolysis of Cellulose and Decomposition of Sugars in Dilute Acid at High Temperature , 1945 .

[57]  C. Bamforth,et al.  Use of Xylose Dehydrogenase from Trichoderma viride in an Enzymic Method for the Measurement of Pentosan in Barley , 2003 .

[58]  R. Miller,et al.  Evaluation of the co-immobilized hexokinase/glucose-6-phosphate dehydrogenase method for glucose, as adapted to the Technicon SMAC. , 1978, Clinical chemistry.

[59]  M. Himmel,et al.  Synergistic enhancement of cellobiohydrolase performance on pretreated corn stover by addition of xylanase and esterase activities. , 2008, Bioresource technology.