skip to main content
US FlagAn official website of the United States government
dot gov icon
Official websites use .gov
A .gov website belongs to an official government organization in the United States.
https lock icon
Secure .gov websites use HTTPS
A lock ( lock ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.

Explore Research Products in the PAR
It may take a few hours for recently added research products to appear in PAR search results.


Title: Supercharged cellulases show superior thermal stability and enhanced activity towards pretreated biomass and cellulose
Non-productive binding of cellulolytic enzymes to various plant cell wall components, such as lignin and cellulose, necessitates high enzyme loadings to achieve efficient conversion of pretreated lignocellulosic biomass to fermentable sugars. Protein supercharging was previously employed as one of the strategies to reduce non-productive binding to biomass. However, various questions remain unanswered regarding the hydrolysis kinetics of supercharged enzymes towards pretreated biomass substrates and the role played by enzyme interactions with individual cell wall polymers such as cellulose and xylan. In this study, CBM2a (fromThermobifida fusca) fused with endocellulase Cel5A (fromT. fusca) was used as the model wild-type enzyme and CBM2a was supercharged using Rosetta, to obtain eight variants with net charges spanning −14 to +6. These enzymes were recombinantly expressed inE. coli, purified from cell lysates, and their hydrolytic activities were tested against pretreated biomass substrates (AFEX and EA treated corn stover). Although the wild-type enzyme showed greater activity compared to both negatively and positively supercharged enzymes towards pretreated biomass, thermal denaturation assays identified two negatively supercharged constructs that perform better than the wild-type enzyme (∼3 to 4-fold difference in activity) upon thermal deactivation at higher temperatures. To better understand the causal factor of reduced supercharged enzyme activity towards AFEX corn stover, we performed hydrolysis assays on cellulose-I/xylan/pNPC, lignin inhibition assays, and thermal stability assays. Altogether, these assays showed that the negatively supercharged mutants were highly impacted by reduced activity towards xylan whereas the positively supercharged mutants showed dramatically reduced activity towards cellulose and xylan. It was identified that a combination of impaired cellulose binding and lower thermal stability was the cause of reduced hydrolytic activity of positively supercharged enzyme sub-group. Overall, this study demonstrated a systematic approach to investigate the behavior of supercharged enzymes and identified supercharged enzyme constructs that show superior activity at elevated temperatures. Future work will address the impact of parameters such as pH, salt concentration, and assay temperature on the hydrolytic activity and thermal stability of supercharged enzymes.  more » « less
Award ID(s):
1846797 1604421
PAR ID:
10595655
Author(s) / Creator(s):
; ; ; ; ; ; ;
Publisher / Repository:
Frontiers
Date Published:
Journal Name:
Frontiers in Energy Research
Volume:
12
ISSN:
2296-598X
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. ; ; ; ; ; ; (, ACS Sustainable Chemistry & Engineering)
    Lignocellulosic biomass recalcitrance to enzymatic degradation necessitates high enzyme loadings, incurring large processing costs for the production of industrial-scale biofuels or biochemicals. Manipulating surface charge interactions to minimize nonproductive interactions between cellulolytic enzymes and plant cell wall components (e.g., lignin or cellulose) via protein supercharging has been hypothesized to improve biomass biodegradability but with limited demonstrated success to date. Here, we characterize the effect of introducing non-natural enzyme surface mutations and net charge on cellulosic biomass hydrolysis activity by designing a library of supercharged family-5 endoglucanase Cel5A and its native family-2a carbohydrate binding module (CBM) originally belonging to an industrially relevant thermophilic microbe, Thermobifida fusca. A combinatorial library of 33 mutant constructs containing different CBM and Cel5A designs spanning a net charge range of −52 to 37 was computationally designed using Rosetta macromolecular modeling software. Activity for all mutants was rapidly characterized as soluble cell lysates, and promising mutants (containing mutations on the CBM, Cel5A catalytic domain, or both CBM and Cel5A domains) were then purified and systematically characterized. Surprisingly, often endocellulases with mutations on the CBM domain alone resulted in improved activity on cellulosic biomass, with three top-performing supercharged CBM mutants exhibiting between 2- and 5-fold increase in activity, compared to native enzyme, on both pretreated biomass enriched in lignin (i.e., corn stover) and isolated crystalline/amorphous cellulose. Furthermore, we were able to clearly demonstrate that endocellulase net charge can be selectively fine-tuned using a protein supercharging protocol for targeting distinct substrates and maximizing biocatalytic activity. Additionally, several supercharged CBM-containing endocellulases exhibited a 5–10 °C increase in optimal hydrolysis temperature, compared to native enzyme, which enabled further increase in hydrolytic yield at higher operational reaction temperatures. This study demonstrates the first successful implementation of enzyme supercharging of cellulolytic enzymes to increase hydrolytic activity toward complex lignocellulosic biomass-derived substrates. 
    more » « less
  2. ; ; ; ; ; (, Frontiers in Microbiology)
    A thermophilic Geobacillus bacterial strain, WSUCF1 contains different carbohydrate-active enzymes (CAZymes) capable of hydrolyzing hemicellulose in lignocellulosic biomass. We used proteomic, genomic, and bioinformatic tools, and genomic data to analyze the relative abundance of cellulolytic, hemicellulolytic, and lignin modifying enzymes present in the secretomes. Results showed that CAZyme profiles of secretomes varied based on the substrate type and complexity, composition, and pretreatment conditions. The enzyme activity of secretomes also changed depending on the substrate used. The secretomes were used in combination with commercial and purified enzymes to carry out saccharification of ammonia fiber expansion (AFEX)-pretreated corn stover and extractive ammonia (EA)-pretreated corn stover. When WSUCF1 bacterial secretome produced at different conditions was combined with a small percentage of commercial enzymes, we observed efficient saccharification of EA-CS, and the results were comparable to using a commercial enzyme cocktail (87% glucan and 70% xylan conversion). It also opens the possibility of producing CAZymes in a biorefinery using inexpensive substrates, such as AFEX-pretreated corn stover and Avicel, and eliminates expensive enzyme processing steps that are used in enzyme manufacturing. Implementing in-house enzyme production is expected to significantly reduce the cost of enzymes and biofuel processing cost. 
    more » « less
  3. ; ; ; ; (, Journal of high school science)
    Pretreatment is an important step to reduce the recalcitrance factors in biomass for effective biomass utilization. In particular, the choice of processing solvents in the pretreatment influences the quantity and quality of the final products. Although conventional organosolv pretreatments are effective, they are typically performed under harsh conditions. Compared to those approaches, recent studies have shown that the use of Deep Eutectic Solvents (DES) made up of a hydrogen bond donor and acceptor at the eutectic point can be a promising alternative as biomass processing solvents because of their good thermal stability and compatibility with natural components. In this study, DES pretreatment was applied to corn stover, which is the largest agricultural residue in the United States. The performance of the pretreatments was assessed by measuring the removal of xylan and lignin from the corn stover, as well as the production of glucose and xylose by subsequent enzymatic hydrolysis. The results indicated that the DES pretreatment resulted in significantly higher delignification rates (75%) than an organosolv pretreatment (35%) at the same processing temperature. The DES pretreatment also resulted in a more effective conversion of glucan (81%) and xylan (56%) than the organosolv pretreatment. The results indicated that DES pretreatment is a promising processing strategy for biomass utilization. 
    more » « less
  4. ; ; ; ; ; ; ; (, Applied Microbiology and Biotechnology)
    AbstractRecently, we reported the discovery of a novel endoglucanase of the glycoside hydrolase family 12 (GH12), designated IfCelS12A, from the haloalkaliphilic anaerobic bacteriumIocasia fonsfrigidaestrain SP3-1, which was isolated from a hypersaline pond in the Samut Sakhon province of Thailand (ca. 2017). IfCelS12A exhibits high substrate specificity on carboxymethyl cellulose and amorphous cellulose but low substrate specificity on b-1,3;1,4-glucan. Unlike some endoglucanases of the GH12 family, IfCelS12A does not exhibit hydrolytic activity on crystalline cellulose (i.e., Avicel™). High-Pressure Liquid Chromatography (HPLC) and Thin Layer Chromatography (TLC) analyses of products resulting from IfCelS12-mediated hydrolysis indicate mode of action for this enzyme. Notably, IfCelS12A preferentially hydrolyzes cellotetraoses, cellopentaoses, and cellohexaoses with negligible activity on cellobiose or cellotriose. Kinetic analysis with cellopentaose and barely b-d-glucan as cellulosic substrates were conducted. On cellopentaose, IfCelS12A demonstrates a 16-fold increase in activity (KM = 0.27 mM;kcat = 0.36 s−1;kcat/KM = 1.34 mM−1s−1) compared to the enzymatic hydrolysis of barley b-d-glucan (KM: 0.04 mM,kcat: 0.51 s−1,kcat/KM = 0.08 mM−1s−1). Moreover, IfCelS12A enzymatic efficacy is stable in hypersaline sodium chlorids (NaCl) solutions (up to 10% NaCl). Specifically, IfCel12A retains notable activity after 24 h at 2M NaCl (10% saline solution). IfCelS12A used as a cocktail component with other cellulolytic enzymes and in conjunction with mobile sequestration platform technology offers additional options for deconstruction of ionic liquid–pretreated cellulosic feedstock. Key points•IfCelS12A from an anaerobic alkaliphile Iocasia fronsfrigidae shows salt tolerance•IfCelS12A in cocktails with other enzymes efficiently degrades cellulosic biomass•IfCelS12A used with mobile enzyme sequestration platforms enhances hydrolysis 
    more » « less
  5. ; ; ; ; ; (, RSC Sustainability)
    Efficient cellulose degradation by cellulase enzymes is crucial for using lignocellulosic biomass in bioenergy production. Single-molecule microscopy showed that xylan hinders the efficiency of cellulase by inhibiting its binding to cellulose and impeding the processivity of bound enzyme molecules. 
    more » « less
  • Citation Formats
  • MLA
  • APA
  • Chicago
  • BibTeX
  • Save / Share this Record
  • Send to Email