STUDY OF THE EFFECTS OF TOTAL MODULATION TRANSFER FUNCTION CHANGES ON OBSERVER PERFORMANCE USING CLINICAL MAMMOGRAMS

The main goal of this study was to relate physical changes in image quality measured by Modulation Transfer Function (MTF) to diagnostic accuracy.^ One Hundred and Fifty Kodak Min-R screen/film combination conventional craniocaudal mammograms obtained with the Pfizer Microfocus Mammographic system were selected from the files of the Department of Radiology, at M.D. Anderson Hospital and Tumor Institute.^ The mammograms included 88 cases with a variety of benign diagnosis and 62 cases with a variety of malignant biopsy diagnosis. The average age of the patient population was 55 years old. 70 cases presented calcifications with 30 cases having calcifications smaller than 0.5mm. 46 cases presented irregular bordered masses larger than 1 cm. 30 cases presented smooth bordered masses with 20 larger than 1 cm.^ Four separated copies of the original images were made each having a different change in the MTF using a defocusing technique whereby copies of the original were obtained by light exposure through different thicknesses (spacing) of transparent film base.^ The mammograms were randomized, and evaluated by three experienced mammographers for the degree of visibility of various anatomical breast structures and pathological lesions (masses and calicifications), subjective image quality, and mammographic interpretation.^ 3,000 separate evaluations were anayzed by several statistical techniques including Receiver Operating Characteristic curve analysis, McNemar test for differences between proportions and the Landis et al. method of agreement weighted kappa for ordinal categorical data.^ Results from the statistical analysis show: (1) There were no statistical significant differences in the diagnostic accuracy of the observers when diagnosing from mammograms with the same MTF. (2) There were no statistically significant differences in diagnostic accuracy for each observer when diagnosing from mammograms with the different MTF's used in the study. (3) There statistical significant differences in detail visibility between the copies and the originals. Detail visibility was better in the originals. (4) Feature interpretations were not significantly different between the originals and the copies. (5) Perception of image quality did not affect image interpretation.^ Continuation and improvement of this research ca be accomplished by: using a case population more sensitive to MTF changes, i.e., asymptomatic women with minimum breast cancer, more observers (including less experienced radiologists and experienced technologists) must collaborate in the study, and using a minimum of 200 benign and 200 malignant cases.^

Studies on the {\it in vivo} function of a phosphatidylinositol transfer protein from {\it Saccharomyces cerevisiae}

Phosphatidylinositol transfer proteins (PI-TP's) catalyze the transfer of phosphatidylinositol and phosphatidylcholine between membranes in vitro. However the in vivo function of these proteins is unknown. In this thesis we have used a combined biochemical and genetic approach to determine the importance of PI-TP in vivo. An oligonucleotide based on the amino terminal sequence of the PI-TP from Saccharomyces cerevisiae, was used to screen a yeast genomic library for the gene encoding PI-TP (PIT1 gene). Yeast strains transformed with the positive clones showed overproduction of transfer activities and transfer protein in the 100,000 x g supernatants. The 5$\sp\prime$ terminus of the PIT1 gene correlates with the predicted codons for residues 3-30 of the determined protein sequence. Tetrad analysis of a heterozygous diploid (PIT1/pit1::LEU2) revealed that the PIT1 gene is essential for cell growth. Non-viable spores could be rescued by transformation of the above diploid prior to sporulation, with a plasmid borne copy of the wild type gene. Sequencing of the entire PIT1 gene has revealed that the PIT1 gene is identical to the SEC14 gene. The sec14 ts mutant which exhibits conditional defects at the Golgi stage of protein secretion, is also temperature sensitive for PI-TP activity in vitro. These findings represent the first instance in which a physiological function has been assigned to any phospholipid transfer protein. ^

The role of menaquinone in the nitrate reductase complex

Membrane bound, respiratory nitrate reductase in Escherichia coli is composed of three subunits, αβγ. The active complex is anchored to the membrane by membrane-integrated γ subunit and can reduce nitrate to nitrite with membrane quinones, (ubiquinone or menaquinone) as physiological electron donors. The transfer of electrons through the complex is thought to involve the sequence: membrane quinols → b-type hemes (γ subunit) → Fe-S centers (β subunit) → molybdopterin (α subunit) → nitrate. The enzyme can be assayed with the artificial electron donor reduced methyl viologen (MVH) which transfers electrons directly to the molybdopterin cofactor. These studies have focused on the possible role of protein-bound menaquinone in the structure and function of this multisubunit complex. ^ Nitrate reductase was purified as two distinct forms; after solubilization of membrane proteins with detergents, purification rendered an αβγ complex (holoenzyme) which catalyzes nitrate reduction with MVH or the quinols analogs, menadiol and duroquinol, as electron donors. Alternatively, heat-treatment of the membranes in the absence of detergents and subsequent purification of the active enzyme produced an αβ complex, which reduces nitrate only with MVH as electron donor. The active αβ dimer was also separated from γ subunit by heat treatment of the holoenzyme. ^ Menaquinone-9 was isolated directly from the purified αβ complex, and identified by mass spectrometry. Based on the composition of the membrane quinone pool, it was concluded that menaquinone-9 is sequestered from the membrane pool in a specifically protein-bound form. ^ The role of the bound menaquinone in the structure-function of nitrate reductase was also investigated, along with its participation in UV-light inactivation of the enzyme. Menaquinone-depleted nitrate reductase from a menaquinone deficient mutant retained activity with all electron donors and it remained sensitive to UV inactivation. However, the MVH-nitrate reductase activity and the rate of UV inactivation of the enzyme were significantly reduced and the optical properties of the enzyme were modified by the absence of the bound menaquinone-9. ^ Menaquinone-9 is not absolutely required for electron transfer in nitrate reductase but it appears to be specifically-bound during assembly of the complex and to enhance the transfer of electrons through the complex. The possible plasticity of the functional electron transfer pathway in nitrate reductase is discussed. ^

The dynamics of calmodulin signaling revealed using optical methods

The Ca2+-binding protein calmodulin (CaM) is a key transducer of Ca2+ oscillations by virtue of its ability to bind Ca 2+ selectively and then interact specifically with a large number of downstream enzymes and proteins. It remains unclear whether Ca2+ -dependent signaling alone can activate the full range of Ca 2+/CaM regulated processes or whether other regulatory schemes in the cell exist that allow specific targeting of CaM to subsets of Ca 2+/CaM binding sites or regions of the cell. Here we investigate the possibility that alterations of the availability of CaM may serve as a potential cellular mechanism for regulating the activation of CaM-dependent targets. By utilizing sensitive optical techniques with high spatial and temporal resolution, we examine the intracellular dynamics of CaM signaling at a resolution previously unattainable. After optimizing and characterizing both the optical methods and fluorescently labeled probes for intracellular measurements, the diffusion of CaM in the cytoplasm of HEK293 cells was analyzed. It was discovered that the diffusion characteristics of CaM are similar to that of a comparably sized inert molecule. Independent manipulation of experimental parameters, including increases in total concentrations of CaM and intracellular Ca2+ levels, did not change the diffusion of CaM in the cytoplasm. However, changes in diffusion were seen when the concentration of Ca2+/CaM-binding targets was increased in conjunction with elevated Ca2+. This indicates that CaM is not normally limiting for the activation of Ca 2+/CaM-dependent enzymes in HEK293 cells but reveals that the ratio of CaM to CaM-dependent targets is a potential mechanism for changing CaM availability. Next we considered whether cellular compartmentalization may act to regulate concentrations of available Ca2+/CaM in hippocampal neurons. We discovered changes in diffusion parameters of CaM under elevated Ca2+ conditions in the soma, neurite and nucleus which suggest that either the composition of cytoplasm is different in these compartments and/or they are composed of unique families of CaM-binding proteins. Finally, we return to the HEK293 cell and for the first time directly show the intracellular binding of CaM and CaMKII, an important target for CaM critical for neuronal function and plasticity. Furthermore, we analyzed the complex binding stoichiometry of this molecular interaction in the basal, activated and autophosphorylated states of CaMKII and determined the impact of this binding on CaM availability in the cell. Overall these results demonstrate that regulation of CaM availability is a viable cellular mechanism for regulating the output of CaM-dependent processes and that this process is tuned to the specific functional needs of a particular cell type and subcellular compartment. ^

Function of cardiolipin in mitochondria of Saccharomyces cerevisiae

Cardiolipin and its precursor phosphatidylglycerol, phospholipids found uniquely in membranes engaged in oxidative phosphorylation, play important roles in multimeric complexes of the energy transducing system (ETS) associated with the inner mitochondrial membrane. A combined molecular genetic and biochemical approach was used to more precisely define the role of cardiolipin in cell processes. ^ Strains of yeast Saccharomyces cerevisiae unable to synthesize cardiolipin because of the crd1Δ allele (encodes cardiolipin synthase) with different phenotypes were analyzed to determine which phenotypes are due to lack of cardiolipin. We concluded that many of the severe phenotypes ascribed to cells lacking cardiolipin, particularly when grown at 37°C, are because of the synergistic interaction of the crd1Δ mutation with the reduced expression of the PET56 gene which encodes a component essential for the formation of functional mitochondrial ribosomes. We also demonstrate that much of the reduced mitochondrial function in crd1Δ is because of reduced expression of ETS components at elevated temperature. ^ A crd1Δ mutant of S. cerevisiae has less severe physiological changes than strains lacking both phosphatidylglycerol and cardiolipin due to an increased level of phosphatidylglycerol, which might partially substitute for the cardiolipin-requiring functions. By varying the level of cardiolipin, we were able to correlate phenotypes in a dose-dependent manner with the level of cardiolipin to support more strongly an involvement of cardiolipin in a particular cellular process. There is almost complete lack of a supercomplex composed of cytochrome bc1 complex (complex III) and cytochrome c oxidase (complex IV) in extracts of cardiolipin-lacking mitochondria when compared to wild type cells and the level of supercomplex varies in proportion to the cardiolipin levels. Reduced cardiolipin levels also compromise the growth properties of yeast in a dose-dependent manner suggesting that the loss in growth efficiency is related to a role of cardiolipin that cannot be replaced by phosphatidylglycerol. An independent kinetic approach was performed to compare organization of the respiratory chain in wild-type and cardiolipin-lacking mitochondria. Cardiolipin-lacking mitochondria display kinetic properties for electron transfer between complexes III and IV via cytochrome c consistent with cytochrome c being a freely diffusible carrier, confirming complexes III and IV exist as individual complexes and not associated into a supercomplex in cardiolipin-lacking mitochondria. ^