Biomedical subjects

Michael M Domach

Publications and source records attributed to Michael M Domach.

3 recordsLinked to original sources

PubMed2006

A three-level problem-centric strategy for selecting NMR precursor labeling and analytes.

We have developed a sequential set of computational screens that may prove useful for evaluating analyte sets for their ability to accurately report on metabolic fluxes. The methodology is problem-centric in that the screens are used in the context of a particular metabolic engineering problem. That is, flux bounds and alternative flux routings are first identified for a particular problem, and then the information is used to inform the design of nuclear magnetic resonance (NMR) experiments. After obtaining the flux bounds via MILP, analytes are first screened for whether the predicted NMR spectra associated with various analytes can differentiate between different extreme point (or linear combinations of extreme point) flux solutions. The second screen entails determining whether the analytes provide unique flux values or multiple flux solutions. Finally, the economics associated with using different analytes is considered in order to further refine the analyte selection process in terms of an overall utility index, where the index summarizes the cost-benefit attributes by quantifying benefit (contrast power) per cost (e.g., NMR instrument time required). We also demonstrate the use of an alternative strategy, the Analytical Hierarchy Process, for ranking analytes based on the individual experimentalist's-generated weights assigned for the relative value of flux scenario contrast, unique inversion of NMR data to fluxes, etc.

Algorithms↗

PubMed2004

Fibroblast growth and H-7 protein kinase inhibitor response monitored in microimpedance sensor arrays.

Functional genomic studies and drug candidate testing both require high throughput, parallel experimentation strategies to screen for variable cellular behaviors. In this article we describe the use of an impedance sensing electrode array that is capable of sensing cell "presence" as well as the extent of cell (focal) attachment to the substrate. The signals provided by mouse fibroblasts on a sensing structure containing four different sized electrodes are reported. In the absence of cells, each electrode's impedance was found to depend as expected on electrode size and frequency. The impedance increased by several-fold when fibroblasts attached and spread out over time. More notably, the sensors also detected the cellular response to the protein kinase C inhibitor, H-7. H-7 inhibits actomyosin contractility; thereafter, the loss of focal adhesion complexes occurs. The sensors, in turn, detected an impedance decrease after H-7 addition and an increase in impedance after H-7 removal.

1-(5-Isoquinolinesulfonyl)-2-Methylpiperazine↗

PubMedDate not supplied

Regulating expression of pyruvate kinase in Bacillus subtilis for control of growth rate and formation of acidic byproducts.

Our prior work has shown that a pyk mutant of Bacillus subtilis exhibited diminished acidic byproduct accumulation, dramatically elevated phosphoenolpyruvate (PEP) pool, and reduced growth rate. To determine if a low acetate-producing but fast-growing strain of B. subtilis could be developed, we placed the expression of the pyk gene under the control of an inducible promoter. Enzyme measurements proved that PYK activity of the inducible PYK mutant (iPYK) increases with the isopropyl-beta-d-thiogalactopyranoside concentration. Batch growth experiments showed that growth rate and acid formation are closely related to the induction level of pyk. Measurements of cell growth rate and acetate formation of the iPYK mutant at different induction levels revealed that a PYK activity of about 12% of wild-type allows for good growth rate (0.4 h(-)(1) versus 0.63 h(-)(1) of wild-type) and low acetate production (0.26 g/L versus 1.05 g/L of wild-type). This is the first report to our knowledge of a metabolically engineered B. subtilis strain that allows good growth rate and low acid production in batch cultures. Finally, it was found that, by varying the pyk induction level, intracellular PEP concentration can be controlled over a wide range. The intracellular PEP concentration is intimately connected to the regulation of the transport of phosphotransferase system (PTS) sugars in the presence of glucose. Because there is no other method for modulating intracellular PEP levels, this finding represents a major advance in one's ability to dissect the function of the PTS and sugar metabolism in bacteria.

Bacillus subtilis↗