Combinatorial libraries are used in the search for ligands that bind to target proteins. Fmoc solid-phase peptide synthesis is routinely used to generate such libraries. Microwave-assisted peptide synthesis was employed here to decrease reaction times by 80-90%. Two One-Bead-One-Compound combinatorial libraries were synthesized on 130μm beads (one containing 750 members and the other 16, 807). The use of smaller solid supports would have many important practical advantages including; increased library diversity per unit mass, smaller quantities of library needed to generate hits, and screening could be conducted by using a standard flow cytometer. To this end, a miniaturized peptide library was synthesized on 20 μm beads to demonstrate proof of principle. A small sample from the 16,807-member library was screened against transferrin-AlexaFluro 647, a protein responsible for iron transport in vivo. A number of hits were identified and sequenced using techniques coupling nanomanipulation with nanoelectrospray mass spectrometry.

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Until very recently, synthetic chemistry has focussed on the creation of chemical entities with desirable properties through the programmed application of isolated chemical reactions, either individually or in a cascade that afford a target compound selectively. By contrast, biological systems operate using a plethora of complex interconnected signaling and metabolic networks with multiple checkpoint controls and feedback loops allowing biological systems to adapt and respond rapidly to external stimuli. Systems chemistry attempts to capture the complexity and emergent phenomena prevalent in the life sciences within a wholly synthetic chemical framework. In this approach, complex phenomena are expressed by a group of synthetic chemical entities designed to interact and react with many partners within the ensemble in programmed ways. In this manner, it should be possible to create synthetic chemical systems whose properties are not simply the linear sum of the attributes of the individual components. Chapter 1 discusses the role of complex networks in various aspects of chemistry- related research from the origin of life to nanotechnology. Further, it introduces the concept of Systems chemistry, giving various examples of dynamic covalent networks, self-replicating systems and molecular logic gates, showing the applications of complex system research. Chapter 2 discusses the components of replicator design. Further, it introduces a network based on recognition mediated reactions that is implemented by length- segregation of the substrates and displays properties of self-sorting. Chapter 3 presents a fully addressable chemical system based on auto- and cross- catalytic properties of product templates. The system is described by Boolean logic operations with different template inputs giving different template outputs. Chapter 4 introduces a dynamic network which fate is determined by a single recognition event. The replicator is capable of exploiting and dominating the exchanging pool of reagents in order to amplify its own formation at the expense of other species through the non-linear kinetics inherent in minimal replication. Chapter 5 focuses on the development of complex dynamic systems from structurally simple molecules. The new approach allows creating multicomponent networks with many reaction pathways operating simultaneously from readily available substrates.

In this dissertation we will present a stochastic optimization algorithm and use it and other mathematical techniques to tackle problems arising in medicinal chemistry. In Chapter 1, we present some background about stochastic optimization and the Accelerated Random Search (ARS) algorithm. We then present a novel improvement of the ARS algorithm, DIrected Accelerated Random Search (DARS), motivated by some theoretical results, and demonstrate through numerical results that it improves upon ARS. In Chapter 2, we use DARS and other methods to address issues arising from the use of mixture-based combinatorial libraries in drug discovery. In particular, we look at models associated with the biological activity of these mixtures and use them to answer questions about sensitivity and robustness, and also present a novel method for determining the integrity of the synthesis. Finally, in Chapter 3 we present an in-depth analysis of some statistical and mathematical techniques in combinatorial chemistry, including a novel probabilistic approach to using structural similarity to predict the activity landscape. / by Radleigh G. Santos. / Thesis (Ph.D.)--Florida Atlantic University, 2012. / Includes bibliography. / Electronic reproduction. Boca Raton, Fla., 2012. Mode of access: World Wide Web.

Tumor cells interact with basement membrane collagen at the site of extravasation through distinct cellular receptors, including the α2β1 and α3β1integrins. These receptors are known to be differentially expressed in metastatic tumors, relative to the normal cells, depending on tumor type and stage of progression. The binding sites within type IV collagen for the α2β1 andα3β1 integrins have been identified. Since both of the integinspecific sequences possess at least one glycosylated Hyl residue, we questioned whether glycosylation could modulate integrin binding. Triple-helical peptides with and without Lys substituted by glycosylated Hyl for Lys543 and Lys540 from the human a1(IV)531-543 gene sequence (α3β integrin-specific) and Lys393 from the human a1(IV)382-393 gene sequence (α2β1 integrin-specific) were synthesized and utilized in the present study. / Cellular response to these triple helical ligands was tested with a primary melanoma cell line, WM-115, and three highly metastatic melanoma cell lines , WM-266-4, M14#5, and SK-MEL-2. Cell adhesion and cell spreading assays yielded differing results depending on whether the ligands contained glycosylated Hyl residues or not. In general, a decrease in cellular affinity toward the ligands was observed when glycosylated Hyl was present. Differences in the levels of adhesion and spreading between cell lines representing different stages of melanoma were also observed. Neutral B-galactosidase activity was detected in all four cell lines. Enzymatic activity levels were comparable for the three metastatic cell lines, whereas distinctively higher activity was detected for cells originating from a primary lesion. This acitivity can signal the potential of tumor cells to enhance and recover their invasive abilities. / The ability of each cell line to remove the galactose from the peptide ligands has been investigated, to test whether tumor cells can reestablish binding relationships between the α2β1 and α3β1 integrins and type IV collagen that are reduced by glycosylation. / by Beatrix Aukszi. / Thesis (Ph.D.)--Florida Atlantic University, 2008. / Includes bibliography. / Electronic reproduction. Boca Raton, Fla., 2008. Mode of access: World Wide Web.

Reagents that bind proteins are applicable in biology for detection of molecules, perturbation of signaling pathways and development of small-molecule pharmaceuticals. Protein ligands interact with proteins, inhibiting or altering their function. They are isolated from combinatorial libraries to interact with a specific target, using selection techniques such as phage display or yeast-two-hybrid assay. For the latter, one inconvenience is the detection of false positives, which can be solved by screening pools containing the samples to be tested, instead of individual samples. Samples are distributed in the pools following a pooling design. The PI-deconvolution pooling design was developed to screen cDNA libraries using the yeast-two-hybrid assay, which are smaller in size than protein ligand combinatorial libraries. Modifications to the PI-deconvolution screening technique were developed to adapt it to the screening of protein ligand combinatorial libraries using the yeast-two-hybrid assay. Every spot of the array containing the combinatorial library was randomly pooled. However, the yeast-two-hybrid assay loses sensitivity when strains are pooled. As PI-deconvolution requires detecting every interaction, we determined the optimal amount of library members that can be pooled in a spot, and the optimal number of replicates to ensure the detection of an interaction.<p> The yeast-two-hybrid assay was used to perform a screening of a combinatorial library with seven domains of BCR-ABL, which were pooled according to PI-deconvolution. BCR-ABL is a chimeric protein with unregulated kinase activity that is responsible for chronic myelogenous leukemia. The scaffold used in the combinatorial library was an engineered intein that forms lariat peptides. After a screening of this library was performed, positive interactions were detected in 775 spots of the arrays that contained 1432 positive hits. Only 53 spots were deconvoluted. The coding sequences of the lariat peptides were determined for 23 lariat peptides interacted with the GEF domain of BCR, and for ABL, two with the FABD domain, one with the SH1 domain, and one with the SH3 domain. Finally, a &beta;-galactosidase assay was performed to assess the affinity of the lariat peptides for their target.<p> The isolated lariat peptides are potential inhibitors of BCR-ABL that can have therapeutic potential. This study will improve other screenings of combinatorial libraries with the yeast-two-hybrid assay.

Reagents that bind proteins are applicable in biology for detection of molecules, perturbation of signaling pathways and development of small-molecule pharmaceuticals. Protein ligands interact with proteins, inhibiting or altering their function. They are isolated from combinatorial libraries to interact with a specific target, using selection techniques such as phage display or yeast-two-hybrid assay. For the latter, one inconvenience is the detection of false positives, which can be solved by screening pools containing the samples to be tested, instead of individual samples. Samples are distributed in the pools following a pooling design. The PI-deconvolution pooling design was developed to screen cDNA libraries using the yeast-two-hybrid assay, which are smaller in size than protein ligand combinatorial libraries. Modifications to the PI-deconvolution screening technique were developed to adapt it to the screening of protein ligand combinatorial libraries using the yeast-two-hybrid assay. Every spot of the array containing the combinatorial library was randomly pooled. However, the yeast-two-hybrid assay loses sensitivity when strains are pooled. As PI-deconvolution requires detecting every interaction, we determined the optimal amount of library members that can be pooled in a spot, and the optimal number of replicates to ensure the detection of an interaction.<p> The yeast-two-hybrid assay was used to perform a screening of a combinatorial library with seven domains of BCR-ABL, which were pooled according to PI-deconvolution. BCR-ABL is a chimeric protein with unregulated kinase activity that is responsible for chronic myelogenous leukemia. The scaffold used in the combinatorial library was an engineered intein that forms lariat peptides. After a screening of this library was performed, positive interactions were detected in 775 spots of the arrays that contained 1432 positive hits. Only 53 spots were deconvoluted. The coding sequences of the lariat peptides were determined for 23 lariat peptides interacted with the GEF domain of BCR, and for ABL, two with the FABD domain, one with the SH1 domain, and one with the SH3 domain. Finally, a &beta;-galactosidase assay was performed to assess the affinity of the lariat peptides for their target.<p> The isolated lariat peptides are potential inhibitors of BCR-ABL that can have therapeutic potential. This study will improve other screenings of combinatorial libraries with the yeast-two-hybrid assay.

This report describes the successful application of a combinatorial chemistry approach to the evaluation of the amorphous transparent oxide semiconductor Al-In-Zn-O, a-AIZO, for use as channel layers in thin film transistors, TFTs. Many technologies, such as computing and electronic displays, rely on the use of the transistor. In particular, for flat panel displays, the development of new TFTs for the control electronics are necessary for thinner displays with better resolution. In addition, transparent materials deposited at low temperatures would enable a new range of applications. To accomplish this, new materials for the TFT channel layer are needed. Transparent oxide semiconductors (TOS) are one alternative the silicon based materials currently in use and the first TOS, amorphous In-Ga-Zn-O, has just gone into production. However, despite its good properties, it suffers from the disadvantage of containing the scarce and expensive metals In and Ga. Several attempts have been made to replace Ga with Al but no systematic study of a-AIZO has been reported. This report describes such a study, using a method known as combinatorial chemistry. Initially, a-AIZO thin films with composition gradients were deposited by DC/RF magnetron sputtering and, following characterization, TFTs with a variety of a-AIZO channel layer composition were manufactured and investigated. Two different compositional areas were found to yield TFTs with good characteristics.

Ph.D.

Thesis (M. S.)--Chemical Engineering, Georgia Institute of Technology, 2005. / Meredith, Carson, Committee Chair ; Prausnitz, Mark, Committee Member ; Bommarius, Andreas, Committee Member.