A. James Clark School of Engineering
Permanent URI for this communityhttp://hdl.handle.net/1903/1654
The collections in this community comprise faculty research works, as well as graduate theses and dissertations.
Browse
6 results
Search Results
Item HISTATIN 5 MODIFICATIONS IMPACT PROTEOLYTIC STABILITY IN THE PRESENCE OF FUNGAL AND SALIVARY PROTEASES(2024) Makambi, Wright Kingi; Karlsson, Amy J; Chemical Engineering; Digital Repository at the University of Maryland; University of Maryland (College Park, Md.)Candida albicans, found in the oral cavities of 30-50% of the global population, can lead to oral candidiasis, particularly in immunocompromised individuals like those with HIV or diabetes. The current treatments, small-molecule antifungals, often fall short due to drug resistance and toxicity. To address these challenges, histatin 5 (Hst5), a 24-amino-acid peptide naturally present in human saliva, has been studied as a potential antifungal therapy. Hst5, however, is susceptible to degradation by secreted aspartyl proteases (Saps) produced by C. albicans and salivary enzymes, limiting its potential efficacy as a therapeutic. We have engineered Hst5 variants utilizing rational design in order to understand the interactions with Saps and Saliva. We have also made advancements in developing a novel screening method utilizing the directed evolution technique yeast surface display. Our study employed rational design to modify Hst5, at its lysine residues (K5, K11, K13, and K17), substituting them with leucine or arginine to examine their influence on interactions with Saps (Sap1, Sap2, Sap3, Sap5, Sap6, Sap9, and Sap10). Sap5, Sap6, and Sap10 did not degrade Hst5 at the tested conditions, while Sap1, Sap2, Sap3, and Sap9 did. Some modifications, such as K13L, are particularly susceptible to proteolysis by Sap1, Sap2, Sap3, and Sap9. In contrast, K17L substantially increases the stability and antifungal activity of Hst5 in the presence of Saps. Additionally, although the K11RK17L variant was degraded more than the K17L variant, their antifungal activities were largely similar. The proteolysis products of were also identified by mass spectrometry identifying the [4-24], [1-17], and [14-24] Sap proteolysis products. We also evaluated the proteolytic stability of these variants in saliva. Both K17L and K5R showed improved stability; however, the enhancements were modest, suggesting that further engineering is required to achieve significant improvements. Further experiments evaluated how additional amino acid substitutions at K13 and K17 affect the peptide’s proteolytic stability in the presence of Saps (with and without zinc). Our findings suggest that the positive charge at K13 is important for the proteolytic stability of Hst5, as all other variants tested except K13R reduce overall proteolytic stability. Furthermore, many substitutions at K17, including tryptophan, significantly enhance proteolytic resistance and antifungal activity following incubation with Saps. The K17W variant showed improved stability and antifungal efficacy, maintaining its function even in the presence of zinc and exhibiting stronger antibiofilm activity than the parent Hst5. In addition to the rational design work, we have advanced the development of a directed evolution yeast surface display platform for screening peptides for proteolytic stability. This would allow for the expression of large peptide libraries on the surface of Saccharomyces cerevisiae. Through optimization of expression and display conditions, we determined an induction media at 30°C with a pH of 3.5 and devoid of glucose improved the expression and display of Hst5 peptides on the surface of S. cerevisiae. We also optimized the degradation conditions for Sap2 37°C, a pH not exceeding 7.4, and a Sap2 concentration of 0.78 µg/mL led to the best discrepancy between proteolytically stable variants. Additionally, we found that a 40 amino acid linker between the peptide and the yeast surface provided the best observing proteolytic degradation. Using the optimized system, we showed that yeast surface display can be used to discriminate between peptide variants with different levels of proteolytic stability. This lays the foundation for future work to screen large libraries of peptides for proteolytic stability. From these results, we have gained a deeper understanding of the interactions between Hst5 and Saps, showing that modification at different lysine residues greatly impacts the proteolytic stability of Hst5. Furthermore, we have shown that the yeast surface display platform can be used to screen the proteolytic stability of peptides. Looking forward, this peptide should be engineered for proteolytic stability in saliva. Furthermore, mock screens should be made before screening a library of peptides using the yeast surface display platform.Item Evaluation of treatment and resource recovery potential of bioelectrochemical systems to DC Water process streams by bench and pilot system(2018) Leininger, Aaron Matthew; Kjellerup, Birthe V; Civil Engineering; Digital Repository at the University of Maryland; University of Maryland (College Park, Md.)Microbial fuel cell and microbial electrolysis cell systems were developed and tested with different wastewater process streams from DC Water Blue Plains Advanced Wastewater Treatment Plant. These biofilm-based systems provide an alternative to the conventional activated sludge system by oxidizing wastewater organics without the need for mechanical aeration. In bench-scale systems, the application of high-strength solids-dewatering wastewater as a feedstock was shown to increase both treatment energy savings and energy recovery. Current densities in meso-scale microbial electrolysis cells were 3.3 and 3.6 times higher when fed dewatering-filtrate or a blend of filtrate and primary effluent as compared to reactors operating with primary effluent. An integrated 800L pilot biocathode microbial fuel cell system was designed and constructed, and initial results are reported. Over the first 43 days of operation, the system averaged 15% removal of chemical oxygen demand and a load removal of 110 g_tCOD/(m^3*day).Item Bioengineered conduits for directing digitized molecular-based information(2015) Terrell, Jessica Lynn; Bentley, William E; Bioengineering; Digital Repository at the University of Maryland; University of Maryland (College Park, Md.)Molecular recognition is a prevalent quality in natural biological environments: molecules- small as well as macro- enable dynamic response by instilling functionality and communicating information about the system. The accession and interpretation of this rich molecular information leads to context about the system. Moreover, molecular complexity, both in terms of chemical structure and diversity, permits information to be represented with high capacity. Thus, an opportunity exists to assign molecules as chemical portrayals of natural, non-natural, and even non-biological data. Further, their associated upstream, downstream, and regulatory pathways could be commandeered for the purpose of data processing and transmission. This thesis emphasizes molecules that serve as units of information, the processing of which elucidates context. The project first strategizes a biocompatible assembly process that integrates biological componentry in an organized configuration for molecular transfer (e.g. from a cell to a receptor). Next, we have explored the use of DNA for its potential to store data in richer, digital forms. Binary data is embedded within a gene for storage inside a cell carrier and is selectively conveyed. Successively, a catalytic relay is developed to transduce similar data from sequence-based DNA storage to a delineated chemical cue that programs cellular phenotype. Finally, these cell populations are used as mobile information processing units that independently seek and collectively categorize the information, which is fed back as fluorescently ‘binned’ output. Every development demonstrates a transduction process of molecular data that involves input acquisition, refinement, and output interpretation. Overall, by equipping biomimetic networks with molecular-driven performance, their interactions serve as conduits of information flow.Item CONTEXTUALIZATION OF THE E. COLI LSR SYSTEM: RELATIVE ORTHOLOGY, RELATIVE QS ACTIVITY, AND EMERGENT BEHAVIOR(2015) Quan, David Nathan; Bentley, William E.; Bioengineering; Digital Repository at the University of Maryland; University of Maryland (College Park, Md.)Within bacterial consortia there exist innumerable combinatorial circumstances, some of which may tip the scale toward pathogenicity, some of which may favor asymptomatic phenotypes. Indeed, the lines and intersections between commensal, pathogenic, and opportunistic bacteria are not always clean. As a foothold to mediate pathogenicity arising from consortia, many have puzzled at communication between bacteria. Primary among such considerations is quorum sensing (QS). Analogous to autocrine signaling in multicellular organisms, QS is a self-signaling process involving small molecules. Generally, QS activation is believed to have pleiotropic effects, and has been associated with numerous pathogenic phenotypes. The research herein focuses on autoinducer-2 (AI-2) based QS signaling transduced through the Lsr system. Produced by over 80 species of bacteria, AI-2 is believed to be an interspecies signaling molecule. Outside of the marine bacteria genera Vibrio and Marinomonas, the only known AI-2 based QS transduction pathway is the Lsr system. We sought to deepen the characterization of the Lsr system in contexts outside of the batch cultures in which it was originally defined. First, we interrogated E. coli K-12 W3110 Lsr system orthologs relative to the same strain's lac system. Both systems are induced by the molecule which they import and catabolize. We searched for homologs by focusing on the gene order along a genome, as gene arrangement can bear signaling consequences for autoregulatory circuits. We found that the Lsr system signal was phylogenetically dispersed if not particularly deep, especially outside of Enterobacteriales and Pasteurellaceaes, indicating that the system has generally been conferred horizontally. This contrasts with the lac system, whose signal is strong but limited to a select group of highly related enterobacteria. We then modeled the Lsr system with ODEs, revealing bimodality in silico, bolstering preliminary experimental evidence. This bifurcated expression was seen to depend upon nongenetic heterogeneity, which we modeled as a variation of a single compound parameter, basal, representing the basal rate of AI-2 flux into the cell through a low flux pathway. Moreover, in our finite difference-agent based models, bimodal expression could not arise from spatial stochasticity alone. This lies in contrast with the canonical LuxIR QS system, which employs an intercellular positive feedback loop to activate the entire population. We examined the consequences of this contrast, by modeling both systems under conditions of colony growth using finite difference-agent based methods. We additionally investigated the confluence of Lsr signaling with chemotactic sensitivity to AI-2, which has been demonstrated in E. coli. Finally, the consequences of bimodality in interspecies interactions were assessed by posing two populations containing different Lsr systems against each other. While few natural consortia consist of only two interacting bacteria, these studies indicate that AI-2 based Lsr signaling may mediate a multitude of transitional intraspecies and interspecies bacterial dynamics, the specifics of which will vary with the context and the homologs involved.Item Analysis of Flow-Based Microfluidic Gradient Generators for the Study of Bacterial Chemotaxis(2015) Wolfram, Christopher James; Rubloff, Gary W; Material Science and Engineering; Digital Repository at the University of Maryland; University of Maryland (College Park, Md.)Chemotaxis is a phenomenon which enables cells to sense concentrations of certain chemical species in their microenvironment and move towards chemically favorable regions. This behavior is best understood in the bacteria Escherichia coli, which exhibits chemotaxis towards a variety of energy sources and signaling molecules. Recent advances in microbiology have engineered the chemotactic properties of bacteria to perform novel functions, but traditional methods of characterizing chemotaxis are not sufficient for such complex applications. The field of microfluidics offers solutions in the form of gradient generators. Many of these gradient generators are flow-based, where a chemical species diffuses across a solution moving through a microchannel. A microfluidic gradient generator was explored as a chemotaxis platform. Sources of error during experimental operation and methods of mitigating this error were demonstrated, and the fundamental theory behind these devices was examined. These devices were determined to be inadequate for the study of bacterial chemotaxis.Item FATE OF BACTERIAL AND VIRAL INDICATORS IN AN ADVANCED WASTEWATER TREATMENT PLANT(2013) Liang, Chung-Che; Wigginton, Krista R; Civil Engineering; Digital Repository at the University of Maryland; University of Maryland (College Park, Md.)Wastewater treatment plants (WWTP) are natural aggregators of pathogenic organisms due to the waste they treat. This study examined the fate of two bacterial indicators, fecal coliforms (FC) and Salmonella, and one viral indicator, Male-specific coliphages (MSCs), throughout an advanced WWTP. Samples were collected from various points in the WWTP from August 2011 to October 2012. Results show both bacteria and viruses preferentially partition into solids and significant reductions in both bacteria and viruses occur prior to final disposal. The total log removals of FC, Salmonella, and MSCs were 4.51, 5.17, and 6.19, respectively for the solids; and the total log removal of FC, Salmonella, and MSCs in liquids was 4.47, 5.16, and 3.62, respectively. This study provides the first holistic survey of bacteria and virus indicator fate in a WWTP. Furthermore, results herein demonstrate that current biosolids liming regulations may underestimate the level of viruses in Class B biosolids.