Supratim Datta
Sandia National Laboratories
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Featured researches published by Supratim Datta.
Bioenergy Research | 2010
Timothy C. R. Brennan; Supratim Datta; Harvey W. Blanch; Blake A. Simmons; Bradley M. Holmes
The dissolution of biomass into ionic liquids (ILs) has been shown to be a promising alternative biomass pretreatment technology, facilitating faster breakdown of cellulose through the disruption of lignin and the decrystallization of cellulose. Both biological and chemical catalysis have been employed to enhance the conversion of IL-treated biomass polysaccharides into monomeric sugars. However, biomass-dissolving ILs, sugar monomers, and smaller carbohydrate oligomers are all soluble in water. This reduces the overall sugar content in the recovered solid biomass and complicates the recovery and recycle of the IL. Near-complete recovery of the IL and the holocellulose is essential for an IL-based pretreatment technology to be economically feasible. To address this, a solvent extraction technique, based on the chemical affinity of boronates such as phenylboronic acid and naphthalene-2-boronic acid for sugars, was applied to the extraction of glucose, xylose, and cellobiose from aqueous mixtures of 1-ethyl-3-methylimidazolium acetate. It was shown that boronate complexes could extract up to 90% of mono- and disaccharides from aqueous IL solutions, 100% IL systems, and hydrolysates of corn stover containing IL. The use of boronate complexes shows significant potential as a way to recover sugars at several stages in ionic liquid biomass pretreatment processes, delivering a concentrated solution of fermentable sugars, minimizing toxic byproducts, and facilitating ionic liquid cleanup and recycle.
Bioresource Technology | 2011
Joshua I. Park; Michael S. Kent; Supratim Datta; Bradley M. Holmes; Zhaohua Huang; Blake A. Simmons; Kenneth L. Sale; Rajat Sapra
The celB gene of Caldicellulosiruptor saccharolyticus was cloned and expressed in Escherichia coli to create a recombinant biocatalyst for hydrolyzing lignocellulosic biomass at high temperature. The GH5 domain of CelB hydrolyzed 4-nitrophenyl-β-D-cellobioside and carboxymethyl cellulose with optimum activity at pH 4.7-5.5 and 80°C. The recombinant GH5 and CBM3-GH5 constructs were both stable at 80°C with half-lives of 23 h and 39 h, respectively, and retained >94% activity after 48 h at 70°C. Enzymatic hydrolysis of corn stover and cellulose pretreated with the ionic liquid 1-ethyl-3-methylimidazolium acetate showed that GH5 and CBM3-GH5 primarily produce cellobiose, with product yields for CBM3-GH5 being 1.2- to 2-fold higher than those for GH5. Confocal microscopy of bound protein on cellulose confirmed tighter binding of CBM3-GH5 to cellulose than GH5, indicating that the enhancement of enzymatic activity on solid substrates may be due to the substrate binding activity of CBM3 domain.
ACS Chemical Biology | 2014
Richard A. Heins; Xiaoliang Cheng; Sangeeta Nath; Kai Deng; Benjamin P. Bowen; Dylan Chivian; Supratim Datta; Gregory D. Friedland; Patrik D’haeseleer; Dongying Wu; Mary Bao Tran-Gyamfi; Chessa S. Scullin; Seema Singh; Weibing Shi; Matthew Hamilton; Matthew L. Bendall; Alexander Sczyrba; John W. Thompson; Taya Feldman; Joel M. Guenther; John M. Gladden; Jan-Fang Cheng; Paul D. Adams; Edward M. Rubin; Blake A. Simmons; Kenneth L. Sale; Trent R. Northen; Samuel Deutsch
Harnessing the biotechnological potential of the large number of proteins available in sequence databases requires scalable methods for functional characterization. Here we propose a workflow to address this challenge by combining phylogenomic guided DNA synthesis with high-throughput mass spectrometry and apply it to the systematic characterization of GH1 β-glucosidases, a family of enzymes necessary for biomass hydrolysis, an important step in the conversion of lignocellulosic feedstocks to fuels and chemicals. We synthesized and expressed 175 GH1s, selected from over 2000 candidate sequences to cover maximum sequence diversity. These enzymes were functionally characterized over a range of temperatures and pHs using nanostructure-initiator mass spectrometry (NIMS), generating over 10,000 data points. When combined with HPLC-based sugar profiling, we observed GH1 enzymes active over a broad temperature range and toward many different β-linked disaccharides. For some GH1s we also observed activity toward laminarin, a more complex oligosaccharide present as a major component of macroalgae. An area of particular interest was the identification of GH1 enzymes compatible with the ionic liquid 1-ethyl-3-methylimidazolium acetate ([C2mim][OAc]), a next-generation biomass pretreatment technology. We thus searched for GH1 enzymes active at 70 °C and 20% (v/v) [C2mim][OAc] over the course of a 24-h saccharification reaction. Using our unbiased approach, we identified multiple enzymes of different phylogentic origin with such activities. Our approach of characterizing sequence diversity through targeted gene synthesis coupled to high-throughput screening technologies is a broadly applicable paradigm for a wide range of biological problems.
Analytical Chemistry | 2010
Rajiv Bharadwaj; Zhiwei Chen; Supratim Datta; Bradley M. Holmes; Rajat Sapra; Blake A. Simmons; Paul D. Adams; Anup Singh
The hydrolysis of biomass to fermentable sugars using glycosyl hydrolases such as cellulases and hemicellulases is a limiting and costly step in the conversion of biomass to biofuels. Enhancement in hydrolysis efficiency is necessary and requires improvement in both enzymes and processing strategies. Advances in both areas in turn strongly depend on the progress in developing high-throughput assays to rapidly and quantitatively screen a large number of enzymes and processing conditions. For example, the characterization of various cellodextrins and xylooligomers produced during the time course of saccharification is important in the design of suitable reactors, enzyme cocktail compositions, and biomass pretreatment schemes. We have developed a microfluidic-chip-based assay for rapid and precise characterization of glycans and xylans resulting from biomass hydrolysis. The technique enables multiplexed separation of soluble cellodextrins and xylose oligomers in around 1 min (10-fold faster than HPLC). The microfluidic device was used to elucidate the mode of action of Tm_Cel5A, a novel cellulase from hyperthermophile Thermotoga maritima . The results demonstrate that the cellulase is active at 80 °C and effectively hydrolyzes cellodextrins and ionic-liquid-pretreated switchgrass and Avicel to glucose, cellobiose, and cellotriose. The proposed microscale approach is ideal for quantitative large-scale screening of enzyme libraries for biomass hydrolysis, for development of energy feedstocks, and for polysaccharide sequencing.
Molecules | 2010
Komandoor E. Achyuthan; Paul D. Adams; Supratim Datta; Blake A. Simmons; Anup K. Singh
We instituted a quasi-quality assurance program for demonstrating coniferyl alcohol’s fluorescence and fluorescence diminishment following enzymatic oxidation. The magnitude of diminishment was a measure of catalysis. High throughput screening was performed in pseudo-kinetic and endpoint modes by measuring the fluorescence at 416 nm following excitation at 290, 310 or 340 nm. Dose-response tracings were linear between two and three orders of magnitude with average limits of detection and quantitation of 1.8 and 6.9 μM coniferyl alcohol, respectively. Oxidation was evident with 0.025 μg/mL laccase or 0.003 μg/mL peroxidase or inside 5 min using 0.5 μg/mL laccase or 5 μM substrate. Sodium chloride inhibited (IC50, 25 mM) laccase oxidation of coniferyl alcohol. Fluorescence from 10 concentrations (1 to 1000 μM) of coniferyl alcohol was stable for 24 hours over 14 excitation/emission cycles at 3 different combinations of excitation and emission wavelengths. In conclusion, coniferyl alcohol absorption and fluorescence assays should facilitate biomass lignin analyses and improve delignification.
Archive | 2011
Supratim Datta; Rajat Sapra
The development of second-generation biofuels will require a wide variety of lignocellulosic feedstocks that can be grown sustainably and processed cost-effectively in different geographical area. In nature bioconversion of lignocellulosic residues is initiated primarily by microorganisms such as fungi and bacteria. The mechanism of degradation varies with the organism and the environment. While fungi primarily produce large amounts of extracellular cellulolytic enzymes, some bacterial and a few anaerobic fungal strains produce cellulolytic enzymes in a complex called cellulosome. The cellulolytic enzymes including endoglucanases, cellobiohydrolases (exoglucanases) and β-glucosidases hydrolyze the cellooligomers in a synergistic manner. Here we introduce the different cellulolytic enzymes required for the conversion of lignocelluloses to monomeric sugars.
Green Chemistry | 2010
Supratim Datta; Bradley M. Holmes; Joshua I. Park; Zhiwei Chen; Dean C. Dibble; Masood Z. Hadi; Harvey W. Blanch; Blake A. Simmons; Rajat Sapra
Green Chemistry | 2011
Mario Ouellet; Supratim Datta; Dean C. Dibble; Pramila Tamrakar; Peter I. Benke; Chenlin Li; Seema Singh; Kenneth L. Sale; Paul D. Adams; Jay D. Keasling; Blake A. Simmons; Bradley M. Holmes; Aindrila Mukhopadhyay
Archive | 2010
Rajat Sapra; Joshua I. Park; Supratim Datta; Blake A. Simmons
Archive | 2018
Tao Zhang; Supratim Datta; Blake A. Simmons; Edward M. Rubin