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Full-Text Articles in Molecular Biology

Identification Of Interface Residues Involved In Protein-Protein And Protein-Dna Interactions From Sequence Using Machine Learning Approaches , Changhui Yan Jan 2005

Identification Of Interface Residues Involved In Protein-Protein And Protein-Dna Interactions From Sequence Using Machine Learning Approaches , Changhui Yan

Retrospective Theses and Dissertations

Identification of interface residues involved in protein-protein and protein-DNA interactions is critical for understanding the functions of biological systems. Because identifying interface residues using experimental methods cannot catch up with the pace at which protein sequences are determined, computational methods that can identify interface residues are urgently needed. In this study, we apply machine-learning methods to identify interface residues with the focus on the methods using amino acid sequence information alone. We have developed classifiers for identification of the residues involved in protein-protein and protein-DNA interactions using a window of primary sequence as input. The classifiers were evaluated using both ...


Cell Envelope Constituents Of Pseudomonas Putida Contributing To Growth And Survival In Low-Water-Content Habitats , Martinus Franciscus Maria Van De Mortel Jan 2005

Cell Envelope Constituents Of Pseudomonas Putida Contributing To Growth And Survival In Low-Water-Content Habitats , Martinus Franciscus Maria Van De Mortel

Retrospective Theses and Dissertations

The ability of bacteria to respond to the ever changing environmental conditions they encounter requires the utilization of a broad range of colonization and survival strategies. One of the most important and probably least understood factors determining bacterial activity in terrestrial habitats is water availability. The goal of this dissertation research was to identify traits that contribute to maintaining a functional cell envelope when cells are dehydrated, which will help us to assess the scope of physiological changes necessary for growth in low-water-content habitats. The primary objective was to identify genes that are specifically regulated by dehydration (matric stress), and ...


Exploring Statistical Methods For Analysis Of Microarray Data , Tanzy Mae Tallapoosa Paz Love Jan 2005

Exploring Statistical Methods For Analysis Of Microarray Data , Tanzy Mae Tallapoosa Paz Love

Retrospective Theses and Dissertations

The expansion of molecular biology in recent years has created an increasing amount of data and interest in specific tools to analyze them. Much of these data come from a class of high-throughput technology that measures hundreds or thousands of variables at the same time. One such high-throughput technology currently in use is microarray technology. The three major objectives in expression analysis are data preprocessing, identifying differential expression, and grouping genes by common behavior. Extracting the useful information on gene expression from the available output is not trivial. The data collection process is quite noisy in that non-biological bias may ...


Molecular And Chemical Characterization Of Genes Involved In Maize Cuticular Wax Biosynthesis , M. Ann D. N. Perera Jan 2005

Molecular And Chemical Characterization Of Genes Involved In Maize Cuticular Wax Biosynthesis , M. Ann D. N. Perera

Retrospective Theses and Dissertations

The primary surfaces of the arial parts of plants, and the surfaces of reproductive organs are covered by an extra cellular layer called the cuticle. The cuticle provides the foremost protection to the plant in order to adapt to the terrestrial environment. The cuticle composed of a biopolymer (cutin), which is embedded in a coating of cuticular waxes. Understanding the biochemical, genetic and physiological mechanisms for the biosynthesis of these cuticular waxes is relatively poor. This body of work has established methods for the chemical analysis of the cuticular waxes of maize plants. I have used these methods to chemically ...