Search

As part of the regulatory approval process in Europe, comparison of endogenous soybean allergen levels between genetically engineered (GE) and non-GE plants has been requested. A quantitative multiplex analytical method using tandem mass spectrometry was developed and validated to measure 10 potential soybean allergens from soybean seed. The analytical method was implemented at six laboratories to demonstrate the robustness of the method and further applied to three soybean field studies across multiple growing seasons (including 21 non-GE soybean varieties) to assess the natural variation of allergen levels. The results show environmental factors contribute more than genetic factors to the large variation in allergen abundance (2- to 50-fold between environmental replicates) as well as a large contribution of Gly m 5 and Gly m 6 to the total allergen profile, calling into question the scientific rational for measurement of endogenous allergen levels between GE and non-GE varieties in the safety assessment.

Sublancin 168 is a member of a small group of glycosylated antimicrobial peptides known as glycocins. The solution structure of sublancin 168, a 37-amino-acid peptide produced by Bacillus subtilis 168, has been solved by nuclear magnetic resonance (NMR) spectroscopy. Sublancin comprises two α-helices and a well-defined interhelical loop. The two helices span residues 6–16 and 26–35, and the loop region encompasses residues 17–25. The 9-amino-acid loop region contains a β-S-linked glucose moiety attached to Cys22. Hydrophobic interactions as well as hydrogen bonding are responsible for the well-structured loop region. The three-dimensional structure provides an explanation for the previously reported extraordinary high stability of sublancin 168.

The S-glycosyltransferase SunS is a recently discovered enzyme that selectively catalyzes the conjugation of carbohydrates to the cysteine thiol of proteins. This study reports the discovery of a second S-glycosyltransferase, ThuS, and shows that ThuS catalyzes both S-glycosylation of the thiol of cysteine and O-glycosylation of the hydroxyl group of serine in peptide substrates. ThuS-catalyzed S-glycosylation is more efficient than O-glycosylation and the enzyme demonstrates high tolerance with respect to both nucleotide sugars and peptide substrates. The biosynthesis of the putative products of the thuS gene cluster were reconstituted in vitro and the resulting S-glycosylated peptides thurandacin A and thurandacin B exhibit highly selective antimicrobial activity towards Bacillus thuringiensis.

Lanthipeptides are lanthionine- and methyllanthionine- containing peptides that are ribosomally-synthesized and post-translationally modified.1 Lanthipeptides that possess antimicrobial activity are called lantibiotics.2 Lanthionines consist of two alanine residues that are linked through a thioether that connects their β-carbons, and methyllanthionines contain an additional methyl group (Figure 1a). Nisin is the best studied and longest known lantibiotic and has been used as a food preservative for over 50 years.3,4 Nisin displays antibacterial activity against clinically important pathogens such as methicillin-resistant Staphylococcus aureus, vancomycin-resistant Enterococci, Streptococcus pneumoniae, and food-borne pathogens such as Clostridium botulinum, and Listeria monocytogenes.5–7 Despite its use for over 50 years, reports of resistance against nisin have been scarce.8–12 The slow development of resistance may stem from the dual mode-of-action of nisin. Nisin exhibits antimicrobial activity by binding to the pyrophosphate moiety of lipid II (Figure 1b),13,14 a membrane-bound advanced intermediate involved in the biosynthesis of the cell wall. By doing so, nisin inhibits the transglycosylation step in cell wall biogenesis and sequesters lipid II from its functional location.15,16 Furthermore, the nisin-lipid II complex leads to formation of pores in the membrane causing cell death.17 Figure 1 Structures of a) lanthionine and methyllanthionine, b) lipid II, and c) geobacillin I and nisin. The shorthand notation for lanthionine (Lan) and methyllanthionine (MeLan) depicted in panel a is used in panel c. Recently, we characterized two lanthipeptides, geobacillin I and geobacillin II, from the thermophilic bacterium Geobacillus thermodenitrificans NG80-2.18 Geobacillin I contains seven thioether bridges, one dehydroalanine (Dha), and one dehydrobutyrine (Dhb) (Figure 1c). The N-terminal A and B rings of geobacillin I are very similar to the corresponding rings of nisin but the C-terminal structures are very different (Figure 1c). The nisin A and B rings are involved in lipid II binding,13 and hence we anticipated that geobacillin I might also bind lipid II. The three amino acid linker peptide between the C and D rings of nisin has been shown to be indispensable for pore formation activity.17,19–21 For instance, the ΔN20ΔM21 and N20P/M21P mutants of nisin lost pore formation ability against Gram-positive bacteria.17,19 Geobacillin I has only a single amino acid between the C and D rings, similar to the ΔN20ΔM21 mutant of nisin. Thus, based on the available data on nisin, we anticipated that geobacillin I would bind to lipid II, but not form pores in the membrane of Gram-positive bacteria. In this work we tested these expectations experimentally. We first conducted antimicrobial activity assays in liquid medium. In these assays, geobacillin I exhibited a four-fold higher minimal inhibitory concentration (MIC) against Bacillus subtilis ATCC 6633 compared to nisin (Table 1). Flow cytometry was then used to examine changes in the polarization of the bacterial membrane of B. subtilis ATCC 6633 upon incubation with geobacillin I using the membrane potential sensitive dye 3,3′-diethyloxacarbocyanine iodide (DiOC2).22 Incubation with geobacillin I resulted in a significant decrease in mean fluorescence intensity (MFI), similar to the observations when the same experiments were carried out with nisin (Figure 2a and Supplementary Figures S1 and S2). The unexpected ability of geobacillin I to form pores despite the single amino acid linker between rings C and D may be a consequence of the overall differences between the C-terminal region of geobacillin I and nisin (Figure 1c). Figure 2 The effect of geobacillin I and nisin on the membrane integrity of B. subtilis ATCC 6633. (a) Average mean fluorescence intensity (MFI) of triplicate flow cytometry measurements with different concentrations of nisin and geobacillin I using DiOC2 as indicator ... Table 1 Specific activity of nisin, geobacillin I and the geobacillin I analogues generated in this study against B. subtilis ATCC6633. We also investigated the efficiency of pore formation by geobacillin I using propidium iodide (PI), a membrane impermeable fluorescent dye. Upon pore formation or membrane disruption, PI can enter the cell, resulting in an increase in fluorescence intensity because of the interaction of PI with nucleic acids. PI uptake was monitored at nine different concentrations with each experiment conducted in triplicate (Figure 2b and Supplementary Figure S3). The data showed only two-fold lower efficiency in PI uptake for geobacillin I, with IC50 values for nisin at 0.3 μM compared to 0.6 μM for geobacillin I (Figure 2b and Supplementary Figure S3). Previously, site-saturation mutagenesis was performed on the amino acids in the linker between the C- and D-rings of nisin. The antibiotic activity of the nisin mutants N20P, M21V, K22T, and K21A was increased against several pathogenic bacteria.23 Conversely, introduction of a double Pro in this region (N20P/M21P) strongly decreased pore formation;17 this double mutant as well as the single M21P mutant also had strongly reduced antimicrobial activities. 17,23 To evaluate how such mutations would affect the activity of geobacillin I, site-directed mutagenesis was used in this study to replace the naturally occuring Leu19 in geobacillin I with Pro, and to introduce the tripeptide AsnValAla as linker between the C- and D-rings, thus generating a linker sequence that combines two of the mutations in the nisin variants with improved activity. These analogs were generated by co-expression of mutants of the precursor peptide GeoAI with the modification enzymes GeoB and GeoC in Escherichia coli as previously reported for the production of wild type geobacillin I (Supplementary Figure S4; Tables S1 and S2).18 Compared to wild type geobacillin, the analogues with NVA and P as the linker between the C and D rings had eight-fold and two-fold increased MIC values, respectively (Table 1). The ability to induce pore formation by these analogues was also investigated. Although the efficiency of pore formation was strongly reduced, replacement of Leu19 with Pro did not abolish this activity (Figure 2b). Introduction of the amino acid residues NVA in this region region also greatly reduced formation of pores in the bacterial cell membrane by geobacillin I. Thus, mutations in the linker peptide between the C- and D-rings affect the activities of nisin and geobacillin quite differently, suggesting that the detailed mechanism of pore formation by geobacillin I differs from that of nisin. These findings also suggest that the structure of the C-terminus of class I lantibiotics may vary significantly while retaining pore formation activity. The ability of geobacillin I to bind lipid II was investigated next using in vitro inhibition of the transglycosylation reaction catalyzed by penicillin-binding protein 1b (PBP1b) from E. coli. PBP1b uses lipid II as a substrate for glycan polymerization.24 Geobacillin I inhibited PBP1b-catalyzed peptidoglycan formation using 4 μM heptaprenyl lipid II with a half-maximal inhibitory concentration (IC50) of 4.6 ± 0.8 μM (Figure 2c). For comparison, inhibition by nisin under the same conditions displayed an IC50 of 2.9 ± 0.6 μM (Figure 2c). Thus, the inhibitory activity of the two peptides is very similar. Geobacillin I has higher stability at physiological pH compared to nisin.18 Although higher stability for a compound from a thermophile is not unexpected, the higher stability was somewhat surprising because nisin degradation at neutral pH is believed to be caused by non-enzymatic hydrolysis at Dha5,25 a residue that is also present in geobacillin I. We wondered whether the stability and hence antimicrobial activity of geobacillin could be further improved by mutation of Dha5 in light of a previous report that the nisin analog I4K/Dha5F/L6I had higher antimicrobial activity against various bacteria.26 Geobacillin I already has a Lys at position 4, and hence the mutant Dha5F/L6I was generated, but it proved to be only slightly more stable than the wild type geobacillin I (Supplementary Figure S4) while displaying similar MIC values (Table 1). Compared to nisin, ring C of geobacillin I is reduced in size by one amino acid, the region between rings C and D is reduced in length by two amino acids, and ring E is a lanthionine ring as opposed to a methyllanthionine ring (Figure 1c). Furthermore, geobacillin I contains two additional thioether bridges at its C-terminus. However, the antimicrobial activity and the overall mode of action of the two lantibiotics appear to be quite similar: binding to lipid II and pore formation.

Aryloxyalkanoate dioxygenase-12 (AAD-12) was discovered from the soil bacterium Delftia acidovorans MC1 and is a nonheme Fe(II)/α-ketoglutarate-dependent dioxygenase, which can impart herbicide tolerance to transgenic plants by catalyzing the degradation of certain phenoxyacetate, pyridyloxyacetate, and aryloxyphenoxypropionate herbicides. (1) The development of commercial herbicide-tolerant crops, in particular AAD-12-containing soybean, has prompted the need for large quantities of the enzyme for safety testing. To accomplish this, the enzyme was produced in Pseudomonas fluorescens (Pf) and purified to near homogeneity. A small amount of AAD-12 was partially purified from transgenic soybean and through various analytical, biochemical, and in vitro activity analyses demonstrated to be equivalent to the Pf-generated enzyme. Furthermore, results from in vitro kinetic analyses using a variety of plant endogenous compounds revealed activity with trans-cinnamate and indole-3-acetic acid (IAA). The catalytic efficiencies (kcat/Km) of AAD-12 using trans-cinnamate (51.5 M(-1) s(-1)) and IAA (8.2 M(-1) s(-1)) as substrates were very poor when compared to the efficiencies of plant endogenous enzymes. The results suggest that the presence of AAD-12 in transgenic soybean would not likely have an impact on major plant metabolic pathways.

Lantibiotics are ribosomally synthesized and post-translationally modified peptide natural products that contain the thioether structures lanthionine and methyllanthionine and exert potent antimicrobial activity against Gram-positive bacteria. At present, detailed modes-of-action are only known for a small subset of family members. Lacticin 481, a tricyclic lantibiotic, contains a lipid II binding motif present in related compounds such as mersacidin and nukacin ISK-1. Here, we show that lacticin 481 inhibits PBP1b-catalyzed peptidoglycan formation. Furthermore, we show that changes in potency of analogues of lacticin 481 containing non-proteinogenic amino acids correlate positively with the potency of inhibition of the transglycosylase activity of PBP1b. Thus, lipid II is the likely target of lacticin 481, and use of non-proteinogenic amino acids resulted in stronger inhibition of the target. Additionally, we demonstrate that lacticin 481 does not form pores in the membranes of susceptible bacteria, a common mode-of-action of other lantibiotics.

Ribosomally synthesized and post-translationally modified peptides are a rapidly expanding class of natural products. They are typically biosynthesized by modification of a C-terminal segment of the precursor peptide (the core peptide). The precursor peptide also contains an N-terminal leader peptide that is required to guide the biosynthetic enzymes. For bioengineering purposes, the leader peptide is beneficial because it allows promiscuous activity of the biosynthetic enzymes with respect to modification of the core peptide sequence. However, the leader peptide also presents drawbacks as it needs to be present on the core peptide and then removed in a later step. We show that fusing the leader peptide for the lantibiotic lacticin 481 to its biosynthetic enzyme LctM allows the protein to act on core peptides without a leader peptide. We illustrate the use of this methodology for preparation of improved lacticin 481 analogues containing non-proteinogenic amino acids.

The two-peptide lantibiotic haloduracin is composed of two post-translationally modified polycyclic peptides that synergistically act on Gram-positive bacteria. We show here that Halα inhibits the transglycosylation reaction catalyzed by PBP1b by binding in a 2:1 stoichiometry to its substrate lipid II. Halβ and the mutant Halα-E22Q were not able to inhibit this step in peptidoglycan biosynthesis, but Halα with its leader peptide still attached was a potent inhibitor. Combined with previous findings, the data support a model in which a 1:2:2 lipid II:Halα:Halβ complex inhibits cell wall biosynthesis and mediates pore formation, resulting in loss of membrane potential and potassium efflux.

The avalanche of genomic information in the past decade has revealed that natural product biosynthesis using the ribosomal machinery is much more widespread than originally anticipated. Nearly all of these compounds are crafted through post-translational modifications of a larger precursor peptide that often contains the marching orders for the biosynthetic enzymes. We review here the available information for how the peptide sequences in the precursors govern the post-translational tailoring processes for several classes of natural products. In addition, we highlight the great potential these leader peptide-directed biosynthetic systems offer for engineering conformationally restrained and pharmacophore-rich products with structural diversity that greatly expands the proteinogenic repertoire.

Haloduracin, a recently discovered two-peptide lantibiotic composed of the post-translationally modified peptides Halalpha and Halbeta, is shown to have high potency against a range of Gram-positive bacteria and to inhibit spore outgrowth of Bacillus anthracis. The two peptides display optimal activity in a 1:1 stoichiometry and have efficacy similar to that of the commercially used lantibiotic nisin. However, haloduracin is more stable at pH 7 than nisin. Despite significant structural differences between the two peptides of haloduracin and those of the two-peptide lantibiotic lacticin 3147, these two systems show similarities in their mode of action. Like Ltnalpha, Halalpha binds to a target on the surface of Gram-positive bacteria, and like Ltnbeta, the addition of Halbeta results in pore formation and potassium efflux. Using Halalpha mutants, its B- and C-thioether rings are shown to be important but not required for bioactivity. A similar observation was made with mutants of Glu22, a residue that is highly conserved among several lipid II-binding lantibiotics such as mersacidin.

An HPLC chiral separation flow scheme was developed for identification of suitable enantioseparation conditions for small molecules. This flow scheme employs various chiral stationary phases (CSPs) and separation modes with the aim of improving efficiency by leading the scientist toward a reliable enantioseparation through a reduced number of experiments. In cases where a partial chiral separation is achieved with a particular CSP, guidance in the flow scheme is provided to improve resolution. Using prior knowledge, literature references, and data from 60 nonproprietary compounds analyzed in this study, the flow scheme was developed with separation mode (solvent compatibility) versatility in mind.

Currently, traditional immunochemistry technologies such as enzyme-linked immunosorbent assays (ELISA) are the predominant analytical tool used to measure levels of recombinant proteins expressed in genetically engineered (GE) plants. Recent advances in agricultural biotechnology have created a need to develop methods capable of selectively detecting and quantifying multiple proteins in complex matrices because of increasing numbers of transgenic proteins being coexpressed or "stacked" to achieve tolerance to multiple herbicides or to provide multiple modes of action for insect control. A multiplexing analytical method utilizing liquid chromatography with tandem mass spectrometry (LC-MS/MS) has been developed and validated to quantify three herbicide-tolerant proteins in soybean tissues: aryloxyalkanoate dioxygenase (AAD-12), 5-enol-pyruvylshikimate-3-phosphate synthase (2mEPSPS), and phosphinothricin acetyltransferase (PAT). Results from the validation showed high recovery and precision over multiple analysts and laboratories. Results from this method were comparable to those obtained with ELISA with respect to protein quantitation, and the described method was demonstrated to be suitable for multiplex quantitation of transgenic proteins in GE crops.

Flue gas properties are very important for evaluation of a boiler’s performance. Non-homogeneity of the properties and large dimensions of flue-gas ducts require measurements with large number of measuring points to provide high accuracy of measurement results. An analysis of simpler measuring methods is presented. It is shown that high accuracy can be achieved with small number of measuring points if their positions are optimised with respect to pre-determined conditions in the flue gas duct. The methods can be used as operational measurements to monitor boiler’s performance and for on-line calculation of boiler’s efficiency.

A catalytic reactor model (CatReac) that describes the transport and series reactions of compounds in a three-phase fixed-bed catalytic reactor is developed for the purpose of describing the volatile assembly reactor system within the potable water processor on-board the International Space Station. CatReac includes these mechanisms: advective flow, axial dispersion, gas-to-liquid and liquid-to-solid mass transport, intraparticle mass transport with pore and surface diffusion, and series reactions of multiple compounds. A dimensional analysis of CatReac revealed the following seven dimensionless groups may be used to determine the controlling transport and/or reaction mechanisms: (1) the Peclet number is the ratio of the advective to the dispersive transport; (2) the Stanton number is the ratio of the external mass transfer rate to the advective rate; (3) the Damkhler number compares the reaction rate to the advective transport rate; (4) the surface diffusion ratio equals the rate of transport by surface diffusion divided by the rate of transport by advection; (5) the pore diffusion modulus is the ratio of the rate of transport by pore diffusion to the rate of transport by advection; (6) the ratio of the gas to liquid advective rates; and, (7) the Biot numbers for surface and pore diffusion compare the external mass transfer rate to the intraparticle mass transfer rate. These dimensionless numbers are used to evaluate the impacts of the different mechanisms on the overall performance of the reactor. The numerical solution using orthogonal collocation was validated for a wide range of controlling mechanisms by comparing model simulations with several analytical solutions: (1) Gas-to-Liquid mass transfer controlling the overall mass transfer-reaction mechanisms, for a wide range of Pe number values; (2) Liquid-phase dispersion controlling the overall process; (3) Liquid-to-solid mass transfer resistance controlling the overall mass transfer-reaction process; (4) Reactions in series with two possibilities (4a): No intraparticle mass transfer resistance, and (4b): Significant intraparticle mass transfer resistance; (5) Langmuir isotherm (5a): single compound, no mass transfer resistance, and (5b): multicomponent competitive adsorption without mass transfer resistance; (6) Unsteady state operation: Plug flow with mass transfer and no reaction. These validations systematically examine all the mechanisms that are included in the general model and examine the model limitations based on the controlling mechanisms.

Das Verhaltnis der spezifischen Kosten der gekoppelten Strom- und Nutzwarmeerzeugung wird vom energetischen als vom exergetischen Standpunkt naher untersucht. Einerseits wird das Heizkraftwerk kostenmasig mit einem einfachen Kraftwerk und einem separaten Heizkessel verglichen, anderseits werden aber die spezifischen Kosten auf Grund der thermodynimschen Grosen zwischen der Strom- und Nutzwarmeerzeugung aufgeteilt.

Sublancin is shown to be an S-linked glycopeptide containing a glucose attached to a cysteine residue, establishing a new post-translational modification. The activity of the S-glycosyl transferase was reconstituted in vitro, and the enzyme is shown to have relaxed substrate specificity, allowing the preparation of analogs of sublancin. Glycosylation is essential for its antimicrobial activity.

Mit dem energetischen Wirkungsgrad der Kraft-Warme-Kopplung wird mechanische Arbeit und Warme in gleicher Weise bewertet, was nicht dem zweiten Hauptsatz der Thermodynamik entspricht. Aus diesem Grund hat man in der Vergangenheit oft versucht, den Einflus der Warme durch eine sinnvolle Abanderung des Wirkungsgrades zu mildern. Somit sind mit der Zeit verschiedene Definitionen des energetischen Wirkungsgrades entstanden, welche in diesem Beitrag vorgestellt und mit dem exegetische Wirkungsgrad verglichen werden.

The process of heating gases to high temperatures by volumetric absorption of concentrated solar radiation is presented. Research on the influence of the size and substance on the absorption and reflection abilities of carbonaceous particles and particle-gas suspensions were carried out. Theoretical predictions were confirmed with experiments. The possibility of applying the process of gasification of coals with concentrated solar radiation in a coal particle-superheated steam suspension is discussed.

Trichomycetes or gut fungi are currently considered to be an ecological group consisting of both fungi and protists that inhabit the guts of arthropods from varied environments. Baltomyces styrax has been included as a member of the Asellariales, a small and understudied order of true gut fungi. Baltomyces styrax has remained monotypic and not been reported formally since it was first described by Cafaro in 1999 from one collection in Louisiana. Herein we report on subsequent collec- tions of this fungus, from both lentic and lotic locations, over the past several years from four other states, most recently Idaho, where we have records over a 4 y span. We repeatedly collected at one lentic site in Idaho for 5 mo, which allowed an extended study of not only the life history of B. styrax but also the discovery of morphological characteristics that were not reported earlier. Therefore we are emend- ing the species description and providing additional information on the ecology and host range of B. styrax as well as providing a context for comparison to Asellaria, the type genus of the Asellariales. We also extend the known host range and suggest that the fungus is much more widespread than current records indicate.

Classical optics holds that the extinction cross of particles should be equal to twice their geometric cross section, in the limit where the particles are much larger than the wavelength. It follows that the extinction coefficient of such large scatterers should be independent of wavelength. Snowflakes are much larger than the wavelengths of visible and infrared radiation, yet many investigators have found that the visible and infrared extinction coefficient of falling snow measured with transmissometers is wavelength dependent. This dependency is known to be a result of the scattering contribution to the transmissometer signal. Furthermore, many measurements in the visible and infrared show that extinction values measured simultaneously with two transmissometers are linearly related up to at least 12 km(-1). The slope depends on the wavelengths and optical characteristics of the transmissometers. We show that for small values of extinction, the observations can be explained by taking into account single-scattering contributions to transmissometer signals. For high values of extinction, a multiplescattering model gives good agreement with measurements.

A mathematical model of a three-phase catalytic reactor, CatReac, was developed for analysis and optimization of a catalytic oxidation reactor that is used in the International Space Station potable water processor. The packed-bed catalytic reactor, known as the volatile reactor assembly (VRA), is operated as a three-phase reactor and contains a proprietary catalyst, a pure-oxygen gas phase, and the contaminated water. The contaminated water being fed to the VRA primarily consists of acetic acid, acetone, ethanol, 1-propanol, 2-propanol, and propionic acid ranging in concentration from 1 to 10 mg/L. The Langmuir-Hinshelwood Hougen-Watson (L-H) (Hougen, 1943) expression was used to describe the surface reaction rate for these compounds. Single and multicompound short-column experiments were used to determine the L-H rate parameters and calibrate the model. The model was able to predict steady-state multicomponent effluent profiles for short and full-scale reactor experiments.

Lantibiotics are ribosomally synthesized and post-translationally modified peptide antibiotics containing the characteristic thioether cross-links lanthionine and methyllanthionine. To date, no analogues of lantibiotics that contain nonproteinogenic amino acids have been reported. In this study, in vitro-reconstituted lacticin 481 synthetase was used in conjunction with synthetic peptide substrates containing nonproteinogenic amino acids to generate 11 analogues of lacticin 481. These analogues contained sarcosine and aminocyclopropanoic acid in place of Gly5, D-valine at position 6, 4-cyanoaminobutyric acid in place of Glu13, beta(3)-homoarginine at the position of Asn15, N-butylglycine and beta-Ala at Met16, naphthylalanine (Nal) at Trp19, 4-pyridynylalanine (Pal) at Phe21, and homophenylalanine (hPhe) at Phe23. Of these analogues, the Trp19Nal and Phe23hPhe mutants provided zones of inhibition larger than the parent compound in agar diffusion assays against the indicator strains Lactococcus lactis HP and Bacillus subtilis 6633. These two compounds also demonstrated improved MIC values against liquid cultures of L. lactis HP.

In patients with suspicious breast lesions, scintimammography (SM) using Tc-99m tetrofosmin (TETRO) and hydroxymethylene-diphosphonate (HDP) and Gd-DTPA MRI were performed. For both TETRO and MRI sensitivity was 93% compared to 71% for HDP; specificity was lower for TETRO and HDP (71%) than for MRI (86%). This preliminary study shows that, in contrast to HDP, TETRO SM and Gd-DTPA MRI are of additional diagnostic value in diagnosing breast cancer.

Currents as a function of wind were calculated by a depth integrated model of Lake Superior. Using the calculated currents, the development of large turbidity plume was numerically simulated. Good agreement between the simulated plume, remote sensing, and ground truth data provided verification of calculated current patterns and much insight into the ultimate fate of pollutants in western Lake Superior as a function of wind. The long range transport of a conservative pollutant from the Duluth-Superior harbor was simulated for westerly winds and for variable winds. For westerly winds, the model predicted that the contaminant would be transported along the Wisconsin shore away from the harbor area. For variable winds, the pollutant remained trapped in the southwest corner of the lake.

n/a