Modeling and artificial intelligence approaches to enzyme systems

Modeling is a means of formulating and testing complex hypotheses. Useful modeling is now possible with biological laboratory microcomputers with which experimenters feel comfortable. Artificial intelligence (AI) is sufficiently similar to modeling that AI techniques, now becoming usable on microcomputers, are applicable to modeling. Microcomputer and AI applications to physiological system studies with multienzyme models and with kinetic models of isolated enzymes are described. Using an IBM PC microcomputer, we have been able to fit kinetic enzyme models; to extend this process to design kinetic experiments by determining the optimal conditions; and to construct an enzyme (hexokinase) kinetics data base. We have also used a PC to do most of the constructing of complex multienzyme models, initially with small simple BASIC programs; alternative methods with standard spreadsheet or data base programs have been defined. Formulating and solving differential equations in appropriate representational languages, and sensitivity analysis, are soon likely to be feasible with PCs. Much of the modeling process can be stated in terms of AI expert systems, using sets of rules for fitting and evaluating models and designing further experiments. AI techniques also permit critiquing and evaluating the data, experiments, and hypotheses being modeled, and can be extended to supervise the calculations involved.     

Tissue distribution of a plasmid DNA encoding Hsp65 gene is dependent on the dose administered through intramuscular delivery

In order to assess a new strategy of DNA vaccine for a more complete understanding of its action in immune response, it is important to determine the in vivo biodistribution fate and antigen expression. In previous studies, our group focused on the prophylactic and therapeutic use of a plasmid DNA encoding the Mycobacterium leprae 65-kDa heat shock protein (Hsp65) and achieved an efficient immune response induction as well as protection against virulent M. tuberculosis challenge. In the present study, we examined in vivo tissue distribution of naked DNA-Hsp65 vaccine, the Hsp65 message, genome integration and methylation status of plasmid DNA. The DNA-Hsp65 was detectable in several tissue types, indicating that DNA-Hsp65 disseminates widely throughout the body. The biodistribution was dose-dependent. In contrast, RT-PCR detected the Hsp65 message for at least 15 days in muscle or liver tissue from immunized mice. We also analyzed the methylation status and integration of the injected plasmid DNA into the host cellular genome. The bacterial methylation pattern persisted for at least 6 months, indicating that the plasmid DNA-Hsp65 does not replicate in mammalian tissue, and Southern blot analysis showed that plasmid DNA was not integrated. These results have important implications for the use of DNA-Hsp65 vaccine in a clinical setting and open new perspectives for DNA vaccines and new considerations about the inoculation site and delivery system.     

Selective syntheses of 6-substituted pyrimidine nucleosides and their interactions with uridine phosphorylase

Several 6-substituted pyrimidine nucleosides have been prepared by condensation of an N(3)-benzyl or C(4)-methylthio pyrimidine with the appropriately blocked sugar, followed by the use of mild conditions at room temperature for removal of blocking groups. The substrate properties of these nucleosides, which are in the fixed syn conformation, have been examined in the uridine phosphorylase system.     

ANALYSIS OF SPATIAL DISTRIBUTIONS OF CELLULAR MOLECULES DURING MECHANICAL STRESSING OF CELL SURFACE RECEPTORS USING CONFOCAL MICROSCOPY

Confocal laser scanning microscopy represents a suitable technique to study the localization of cellular components in three dimension. The authors used this technique to analyse cellular events related to mechanical stimulation of integrin receptors on the cell surface. By performing optical sections the distribution of integrin receptors on the apical surface of an osteoblastic cell was determined. Concerning intracellular compartimentalization of signal transduction events, it was demonstrated that mechanical stimulation of integrins induced their linkage to the cytoskeleton. Cytoskeletally associated proteins like vinculin and talin accumulated in the vicinity of the site where the mechanical stress was applied to integrins on the cell surface. Optical sections revealed that clustering of these proteins proceeded to the base of the cell with gradually decreasing extent. In summary, it was demonstrated that the local distribution of cellular components is an important factor in mechanically induced signal transduction.     

Synthesis and antimetabolic properties of 4,5-substituted pyrimidine 2'-deoxynucleosides and their 5'-monophosphates

Reaction of the reagent of Lawesson, 2,4-bis(p-methoxyphenyl)-1,3,4-dithiadiphosphatane-2,4-disulfide, with blocked uracil nucleosides in dioxane leads to quantitative thionation at C(4). With the bases, thionation occurs at C(4) and, with two equivalents of the reagent, at C(2) and C(4). Enzymatic phosphorylation of 4-thio-FdUrd gave the 5'-monophosphate, which was further converted with NH2OH to N4-hydroxy-FdCMP. Both nucleotides were examined as potential inhibitors of thymidylate synthase, and 4-thio-FdUrd for cytotoxic activities vs monkey and human leukemic cell lines.