Disease Modeling Commons^™

Diabetes Mellitus And Hypercholesterolemia Are Risk Factors For Alzheimer’S Disease And Appear To Affect The Integrity Of The Blood Brain Barrier, Jacqueline Dash

Graduate School of Biomedical Sciences Theses and Dissertations

Studies have shown that the vascular risk factors common to diabetes mellitus and hypercholesterolemia are also risk factors for Alzheimer’s disease (AD). It is currently unknown how these diseases are associated with AD, but they may cause a leak in the blood brain barrier (BBB), which is one of the hallmarks of AD. In this preliminary study, over 150 pig brain slides were tested for the expression levels of tight junction proteins occludin and claudin V in the BBB microvasculature. There were three groups of pig brains used in this study namely, control pigs, pigs with diabetes mellitus and hypercholesterolemia …

Data Mining The Functional Characterizations Of Proteins To Predict Their Cancer-Relatedness, Peter Revesz, Christopher Assi

School of Computing: Faculty Publications

This paper considers two types of protein data. First, data about protein function described in a number of ways, such as, GO terms and PFAM families. Second, data about whether individual proteins are experimentally associated with cancer by an anomalous elevation or lowering of their expressions within cancerous cells. We combine these two types of protein data and test whether the first type of data, that is, the functional descriptors, can predict the second type of data, that is, cancer-relatedness. By using data mining and machine learning, we derive a classifier algorithm that using only GO term and PFAM family …

Diet-Induced Obesity: Dopaminergic And Behavioral Mechanisms As Outcomes And Predictors, Vidya Narayanaswami

Theses and Dissertations--Pharmacy

Obesity and drug abuse share common neural circuitries including the mesocoticolimbic and striatal dopamine reward system. In the current study, a rat model of diet-induced obesity (DIO) was used to determine striatal dopamine function, impulsivity and motivation as neurobehavioral outcomes and predictors of obesity. For the outcome study, rats were randomly assigned a high-fat (HF) or a low-fat (LF) diet for 8 wk. Following the 8-wk HF-diet exposure, rats were segregated into obesity-prone and obesity-resistant groups based on maximum and minimum body weight gain, respectively, and neurobehavioral outcomes were evaluated. For the predictor study, neurobehavioral antecedents were evaluated prior to …

Atlas-Based Analysis Of Cardiac Shape And Function: Correction Of Regional Shape Bias Due To Imaging Protocol For Population Studies, Pau Medrano-Gracia, Brett R. Cowan, David A. Bluemke, J. Paul Finn, Alan H. Kadish, Daniel C. Lee, Alistair A. Young

Office of the President Publications and Research

Background: Cardiovascular imaging studies generate a wealth of data which is typically used only for individual study endpoints. By pooling data from multiple sources, quantitative comparisons can be made of regional wall motion abnormalities between different cohorts, enabling reuse of valuable data. Atlas-based analysis provides precise quantification of shape and motion differences between disease groups and normal subjects. However, subtle shape differences may arise due to differences in imaging protocol between studies.

Methods: A mathematical model describing regional wall motion and shape was used to establish a coordinate system registered to the cardiac anatomy. The atlas was applied …