The first part of this work describes the synthesis of a new histone deacetylase (HDAC) inhibitor (HDI). HDAC enzymes modify core histones, influence nucleosome structure and change gene transcription by removing the acetyl groups from lysine residues on proteins. HDIs are showing exciting potential as a new class of drugs for cancer and a variety of other diseases. A new HDAC inhibitor based on the hydroxamic acid motif has been synthesized. Two characteristic structural features were incorporated into the design of the novel inhibitor. A cyclic peptide mimetic of known structure was fused to a hydroxamic acid moiety through an aliphatic chain. The HDAC inhibitor provided significant inhibitory activity against HDACs with an IC50 value of 46 ± 15 nM, and against HDAC8 with an IC50 value of 208 ± 20 nM. The potent HDAC inhibitory activity of the HDAC inhibitor demonstrates the importance of the rim recognition region in the design of HDIs. The hydrophobic cyclic turn mimic allows the formation of a tight complex between HDI and HDAC enzymes. The second part of this work is to synthesize secondary structure mimics and incorporate them into the helix-turn-helix (HTH) motif. One of the important methods to study the conformation of the biologically active peptides is to incorporate the rigid peptidomimetics into the relevant peptides. Important information can be obtained from the study of conformationally constrained peptides. HTH proteins are well characterized and found in many organisms from prokaryotes to eukaryotes. The relatively small size, simple structure, and significance in stabilizing tertiary structures make the HTH peptide an attractive target to mimic. Both a Gly HTH turn mimic and a Ser HTH turn mimic were synthesized using stereoselective hydrogenation and macrocyclization starting from unnatural amino acids in a yield of 33% and 14%, respectively. The synthesis of Fmoc protected HTH turn mimics allowed incorporation into HTH peptides using Fmoc chemistry on solid phase. The incorporation of the HTH turn mimics into the peptides proved to be challenging, either by sequential elongation or by segment condensation. Alternative peptide synthesis strategies were employed in attempts to solve the problems. / Ph. D.

Thesis (Ph. D.)--University of Göteborg, 1994. / Published dissertation.

Collagen is one of the most important and abundant proteins in mammals. It consists of three left-handed PPII helixes coiled along a common axis to form a very compact right-handed super helix. The primary structure is shown to be (Gly-Xaa-Yaa)n repeats with high content of prolyl residues at both Xaa and Yaa positions. <i>Cis-trans</i> isomerization of the prolyl amide bonds is one of the rate-limiting steps during collagen triple helix folding. The conformationally locked alkene isosteres Fmoc-Gly-Ψ[(E)CH=C]-Pro-Hyp(tBu)-OH and Fmoc-Pro-Ψ[(E)CH=C]-Pro-OH were designed and synthesized. The synthesis of the Gly-Pro isostere had no stereo-control, and the two diastereomers of the tripeptide isostere Fmoc-Gly-Ψ[(E)CH=C]-Pro-Hyp(tBu)-OBn were separated by normal phase HPLC. Although the stereoselectivity of the asymmetric reduction was not good for the Pro-Pro isostere, the resulting diastereomers was separable by flash chromatography, and the absolute stereochemistry of the two diastereomers was determined by Mosher's method. The Gly-Pro alkenyl peptides, and their control peptide Ac-(Gly-Pro-Hyp)8-Gly-Gly-Tyr-NH2 were synthesized and purified. All three peptides showed a maximum around 225 nm and a minimum close to 200 nm in the CD spectra, which indicated the formation of PPII helixes. The Tm value of the control peptide was determined to be 50.0 °C. The peptide with Gly-Ψ[(E)CH=C]-L-Pro-Hyp as the guest triplet formed a stable triple helix with a Tm value of 28.3 °C. The peptide with Gly-Ψ[(E)CH=C]-D-Pro-Hyp as the guest triplet showed a linear decrease in the ellipticity with increasing temperature, which indicated that no triple helix was formed. The Pro-Pro alkenyl peptide and its control peptide H-(Pro-Pro-Gly)₁₀-OH were synthesized and purified. The T_m value of control peptide was determined to be 31.6 °C by extrapolation to 0 M TMAO in PBS buffer, which was very close to the measured value of 31.5 °C. The Pro-Pro alkenyl peptide began to show a maximum around 225 nm in the CD spectra when the concentration of TMAO was higher than 2.5 M. After extrapolation to 0 M TMAO, the T_m value was determined to be –22.0 °C. These results indicate that the backbone inter-chain hydrogen bond is one of the major forces in stabilizing the collagen triple helix, while <i>cis-trans</i> isomerization has limited contribution. The intrinsic properties of the amide bond may have huge influence on the stability of the collagen triple helix. The helix-turn-helix motif is an important tertiary structure in DNA-binding proteins. Stepwise modifications of the Antennapedia HTH peptide (27-55) were performed to improve the helicity and stability. The peptide with more side-chain ion-pairs was over 4 times more helical than the native Antp peptide, while the Ala-based peptide was over 9 times more helical than the native peptide. A 12-membered ring, Fmoc-protected HTH-turn mimic was designed and synthesized, and was ready for solid phase peptide synthesis. The solubility of the cyclic peptide was very poor, and the purification of the final product was very difficult. The solubility problem might also affect solid phase peptide synthesis in the future. / Ph. D.

High-throughput genomics projects have resulted in a rapid accumulation of protein sequences. Therefore, computational methods that can predict protein functions and functional sites efficiently and accurately are in high demand. In addition, prediction methods utilizing only sequence information are of particular interest because for most proteins, 3-dimensional structures are not available. However, there are several key challenges in developing methods for predicting protein function and functional sites. These challenges include the following: the construction of representative datasets to train and evaluate the method, the collection of features related to the protein functions, the selection of the most useful features, and the integration of selected features into suitable computational models. In this proposed study, we tackle these challenges by developing procedures for benchmark dataset construction and protein feature extraction, implementing efficient feature selection strategies, and developing effective machine learning algorithms for protein function and functional site predictions. We investigate these challenges in three bioinformatics tasks: the discovery of transmembrane beta-barrel (TMB) proteins in gram-negative bacterial proteomes, the identification of deleterious non-synonymous single nucleotide polymorphisms (nsSNPs), and the identification of helix-turn-helix (HTH) motifs from protein sequence.

Indiana University-Purdue University Indianapolis (IUPUI) / SETMAR is a chimeric protein that originates from the fusion of a SET domain to the mariner Hsmar1 transposase. This fusion event occurred approximately 50 million years ago, after the split of an anthropoid primate ancestor from the prosimians. Thus, SETMAR is only expressed in anthropoid primates, such as humans, apes, and New World monkeys. Evolutionary sequence analyses have revealed that the DNA-binding domain, one of the two functional domains in the Hsmar1 transposase, has been subjected to a strong purifying selection. Consistent with these analyses, SETMAR retains robust binding specificity to its ancestral terminal inverted repeat (TIR) DNA. In the human genome, this TIR sequence is dispersed in over 1500 perfect or nearly perfect sites. Given that many DNA-binding domains of transcriptional regulators are derived from transposases, we hypothesized that SETMAR may play a role in gene regulation. In this thesis, we determined the crystal structures of the DNA-binding domain bound to both its ancestral TIR DNA and a variant TIR DNA sequence at 2.37 and 3.07 Å, respectively. Overall, the DNA-binding domain contains two helix-turn-helix (HTH) motifs linked by two AT-hook motifs and dimerizes through its HTH1 motif. In both complexes, minor groove interactions with the AT-hook motifs are similar, and major groove interactions with HTH1 involve a single residue. However, four residues from HTH2 participate in nucleobase-specific interactions with the TIR and only two with the variant DNA sequence. Despite these differences in nucleobase-specific interactions, the DNA-binding affinities of SETMAR to TIR or variant TIR differ by less than two-fold. From cell-based studies, we found that SETMAR represses firefly luciferase gene expression while the DNA-binding deficient mutant does not. A chromatin immunoprecipitation assay further confirms that SETMAR binds the TIR sequence in cells. Collectively, our studies suggest that SETMAR functions in gene regulation.