Banding 2of NMR‐derived methyl order parameters: Implications for protein dynamics

Our understanding of protein folding, stability, and function has begun to more explicitly incorporate dynamical aspects. Nuclear magnetic resonance has emerged as a powerful experimental method for obtaining comprehensive site‐resolved insight into protein motion. It has been observed that methyl‐group motion tends to cluster into three “classes” when expressed in terms of the popular Lipari‐Szabo model‐free squared generalized order parameter. Here the origins of the three classes or bands in the distribution of order parameters are examined. As a first step, a Bayesian based approach, which makes no a priori assumption about the existence or number of bands, is developed to detect the banding of values derived either from NMR experiments or molecular dynamics simulations. The analysis is applied to seven proteins with extensive molecular dynamics simulations of these proteins in explicit water to examine the relationship between O² and fine details of the motion of methyl bearing side chains. All of the proteins studied display banding, with some subtle differences. We propose a very simple yet plausible physical mechanism for banding. Finally, our Bayesian method is used to analyze the measured distributions of methyl group motions in the catabolite activating protein and several of its mutants in various liganded states and discuss the functional implications of the observed banding to protein dynamics and function. Proteins 2014; 82:2106–2117. © 2014 Wiley Periodicals, Inc.     

Predictors of mortality of patients newly diagnosed with clinical type 2 diabetes: a 5-year follow up study

Background

At diabetes diagnosis major decisions about life-style changes and treatments are made based on characteristics measured shortly after diagnosis. The predictive value for mortality of these early characteristics is widely unknown. We examined the predictive value of patient characteristics measured shortly after diabetes diagnosis for 5-year all-cause and cardiovascular mortality with special reference to self-rated general health.

Methods

Data were from a population-based sample of 1,323 persons newly diagnosed with clinical diabetes and aged 40 years or over. Possible predictors of mortality were investigated in Cox regression models.

Results

Multivariately patients who rated their health less than excellent experienced increased all-cause and cardiovascular mortality. These end-points also increased with sedentary life-style, relatively young age at diagnosis and presence of cardiovascular disease (CVD) at diagnosis. Further predictors of all-cause mortality were male sex, low body mass index and cancer, while cardiovascular mortality increased with urinary albumin concentration.

Conclusions

We found that patients who rated their health as less than excellent had increased 5-year mortality, similar to that of patients with prevalent CVD, even when biochemical, clinical and life-style variables were controlled for. This finding could motivate doctors to discuss perceptions of health with newly diagnosed diabetic patients and be attentive to patients with suboptimal health ratings. Our findings also confirm that life-style changes and optimizing treatment are particularly relevant for relatively young and inactive patients and those who already have CVD or (micro)albuminuria at the time of diabetes diagnosis.     

Durable remission of diabetes after bariatric surgery: What is the underlying pathway?

Background: In the past, type 2 diabetes mellitus (DM) was regarded as a progressive, incurable disease for which palliative therapy could not, over the long term, prevent the associated amputations, blindness, renal failure, and early mortality. This is no longer true. Full and durable remission of type 2 DM, with major decreases in morbidity and mortality, is now achieved regularly with several types of surgery that reduce contact between food and the foregut.Objectives: The aims of this article are to review the impact of bariatric surgery on obesity, remission of DM, and obesity-related morbidity and mortality, and the possible mechanisms for this advance.Methods: This article is based on our 2 meta-analyses of the literature published through April 30, 2006, as well as the most significant reports in the bariatric surgical literature that have been published in English since April 30, 2006. The studies included in our second meta-analysis provided the details of the methodology for the present literature review, including the levels of evidence.Results: Results of our 2 meta-analyses were published previously. Briefly, the analyses revealed that the clinical and laboratory manifestations of type 2 DM resolved or improved in most of the patients who underwent bariatric surgery; the responses were greatest in the patients who lost the most excess body weight; and the improvements were maintained for ≥2 years. The studies reported that intestinal operations such as gastric bypass reduced contact between food and the foregut, produced full and durable remission of DM, reduced mortality, and reversed other comorbidities associated with severe obesity (eg, asthma, gastroesophageal reflux, hypertension, stress incontinence). Insulin levels decreased markedly after surgery, as did glycosylated hemoglobin (A1C) and fasting blood glucose levels. Although these effects were initially attributed to weight loss, the rapid reversal of DM within a matter of days after surgery suggest that bariatric surgery changes the signaling mechanism of the gut with pancreatic islet cells, muscles, fat, the liver, and other organs.Conclusions: Bariatric surgery has opened new vistas, producing durable full remission of type 2 DM—a breakthrough previously considered impossible—with normalization of A1C levels over time and discontinuation of all antidiabetes medication for many patients. These advances create new opportunities for exploring the mechanisms of type 2 DM and its control through pharmaceutical approaches. DM is no longer an irreversible, incurable, or hopeless disease.     

HIV-1 promotes renal tubular epithelial cell protein synthesis: role of mTOR pathway

Tubular cell HIV-infection has been reported to manifest in the form of cellular hypertrophy and apoptosis. In the present study, we evaluated the role of mammalian target of rapamycin (mTOR) pathway in the HIV induction of tubular cell protein synthesis. Mouse proximal tubular epithelial cells (MPTECs) were transduced with either gag/pol-deleted NL4-3 (HIV/MPTEC) or empty vector (Vector/MPTEC). HIV/MPTEC showed enhanced DNA synthesis when compared with Vector/MPTECs by BRDU labeling studies. HIV/MPTECs also showed enhanced production of β-laminin and fibronection in addition to increased protein content per cell. In in vivo studies, renal cortical sections from HIV transgenic mice and HIVAN patients showed enhanced tubular cell phosphorylation of mTOR. Analysis of mTOR revealed increased expression of phospho (p)-mTOR in HIV/MPTECs when compared to vector/MPTECs. Further downstream analysis of mTOR pathway revealed enhanced phosphorylation of p70S6 kinase and associated diminished phosphorylation of eEF2 (eukaryotic translation elongation factor 2) in HIV/MPTECs; moreover, HIV/MPTECs displayed enhanced phosphorylation of eIF4B (eukaryotic translation initiation factor 4B) and 4EBP-1 (eukaryotic 4E binding protein). To confirm our hypothesis, we evaluated the effect of rapamycin on HIV-induced tubular cell downstream signaling. Rapamycin not only attenuated phosphorylation of p70S6 kinase and associated down stream signaling in HIV/MPTECs but also inhibited HIV-1 induced tubular cell protein synthesis. These findings suggest that mTOR pathway is activated in HIV-induced enhanced tubular cell protein synthesis and contributes to tubular cell hypertrophy.     

Utility of multispectral imaging for nuclear classification of routine clinical histopathology imagery

Background

We present an analysis of the utility of multispectral versus standard RGB imagery for routine H&;E stained histopathology images, in particular for pixel-level classification of nuclei. Our multispectral imagery has 29 spectral bands, spaced 10 nm within the visual range of 420–700 nm. It has been hypothesized that the additional spectral bands contain further information useful for classification as compared to the 3 standard bands of RGB imagery. We present analyses of our data designed to test this hypothesis.

Results

For classification using all available image bands, we find the best performance (equal tradeoff between detection rate and false alarm rate) is obtained from either the multispectral or our "ccd" RGB imagery, with an overall increase in performance of 0.79% compared to the next best performing image type. For classification using single image bands, the single best multispectral band (in the red portion of the spectrum) gave a performance increase of 0.57%, compared to performance of the single best RGB band (red). Additionally, red bands had the highest coefficients/preference in our classifiers. Principal components analysis of the multispectral imagery indicates only two significant image bands, which is not surprising given the presence of two stains.

Conclusion

Our results indicate that multispectral imagery for routine H&;E stained histopathology provides minimal additional spectral information for a pixel-level nuclear classification task than would standard RGB imagery.