Education Success Story
Biomedical Researcher uses PV-WAVE® to Better Understand Osteoarthritis Causes
and Treatments



"PV-WAVE’s graphics are extremely helpful in allowing us to analyze biochemical and swelling changes in images of small animal joints. Manual processing would be entirely too tedious.
"

-Charlene Flahiff, Research Analyst, Duke University Biomedical Engineering Department

QUICK FACTS
> Biomedical researcher must identify changes in cartilage tissue of osteoarthritis specimens
> PV-WAVE graphics are used to measure swelling changes and biochemical changes in the tissue
> The researcher can analyze microscopic images in great detail, which would be too tedious to process manually

THE PROBLEM
In the Biomedical Engineering department at Duke University, research analyst Charlene Flahiff in Dr. Lori Setton’s laboratory strives to understand the mechanics of osteoarthritis. Her research
contributes to understanding why osteoarthritis occurs and what therapies or drugs might help delay or cure the disease.

To better understand why osteoarthritis occurs, Ms. Flahiff works with geneticists to test the effects of different genetic mutations on mice. Oddly enough, mice knees are similar to human knees when studying the mechanics of osteoarthritis. She tests normal and mutant mouse
specimens at different time intervals (3 months, 6 months and 9 months) to determine the effects of age and mutation on the disease.

To understand the mechanics of osteoarthritis in the mice, Ms. Flahiff must analyze both swelling changes and biochemical changes. Measuring swelling in cartilage of mice requires using the cells as markers. Since mice knees are so small, processing these images of cells can be challenging. A confocal microscope captures the images of the cells but Flahiff needed a way to measure the amount of the swelling in the mice knees.

Image of mouse cartilage-bone sample
used to calculate swelling strain
Image of mouse tissue sample used to calculate biochemical changes

The Solution
To collect the swelling data, the cartilage cells are tracked using black and white images. Ms. Flahiff uses PV-WAVE on a Windows XP platform to analyze the black and white two-dimensional images of the mice cells. To analyze the biochemical changes, Ms. Flahiff first stains the mouse cartilage tissue and then captures the images through a microscope. PV-WAVE processes the red, green, and blue color images digitally with the red color used to quantify the density of charged
molecules, or “fixed charge density”, which is a measurement of the biochemistry.

RETURN ON INVESTMENT
Ms. Flahiff believes that analyzing images similar to those processed by PV-WAVE would require manual calculations, which would be entirely too tedious to complete.

WORLD CLASS PRODUCTS, SERVICES, AND SUPPORT
Visual Numerics has provided technical software solutions for numerical analysis and visualization for over three decades. The company's software products help users understand complex data from a variety of sources and build business-critical applications. Visual Numerics offers two product lines: the IMSL™ Numerical Libraries for powerful mathematical and statistical analysis and the PV-WAVE® visual data analysis development environment. Visual Numerics also offers customized professional services for applications that involve mathematical, statistical, or visual data analysis to meet today’s business analytical needs.

TThe IMSL Numerical Libraries - which include the IMSL C Library, IMSL C# Library for .NET, IMSL Fortran Library and JMSL™ Library for Java™ applications - are the industry standard for numerical analysis. They deliver developers with the breadth and depth of core algorithms allowing for the rapid development of any application. Whether developing applications in C, C# for .NET Fortran, or Java, or on UNIX, Windows or Linux, the robust IMSL Libraries provide the reliable foundation and the building blocks developers need.

The PV-WAVE family of products - which includes PV-WAVE, TS-WAVE, and JWAVE - delivers engineers with the development tools to efficiently and accurately meet their visual data analysis needs. PV-WAVE solutions allow users to rapidly import, manipulate, analyze and visualize data. The PV-WAVE family also includes robust time series analysis software as well as the ability to share analysis results across the enterprise with a Java-based solution. And, unlike other products, PV-WAVE Advantage includes a sophisticated set of analysis routines based on the industry-standard IMSL Libraries.

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Industry
Education

Application
Analyzing cellular and
tissue images to uncover the causes of and treatments for Osteoarthritis

Product
PV-WAVE



Consistently ranked as one of the top biomedical engineering (BME)
programs in the nation, Duke BME research activities include
biomechanics of blood flow, cells, and hard and soft tissues; biomolecular and tissue engineering;
electrical activity of the heart; neuroengineering; and biomedical optics, biophotonics and ultrasound imaging systems. Duke BME faculty and students collaborate with many
departments across the University and the Medical Center.


Key Benefits

> Faster image processing
> Accurate image processing down
to the cellular level
> Excellent image quality
   
   
   
   
 
   
 
 
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