Mouse study makes it possible to measure muscle health with low-resolution ultrasound images
October 29, 2014 
INDIANAPOLIS - People with muscular dystrophy could one day assess the effectiveness of their medication with the help of a smartphone-linked device, a new study in mice suggests. The study used a new method to process ultrasound imaging information that could lead to hand-held instruments that provide fast, convenient medical information.
In the study presented Oct. 30 at the Acoustical Society of America's yearly meeting, researchers determined how well muscles damaged by muscular dystrophy responded to a drug in mice with an animal form of the disease. They did so by processing ultrasound data in a way appropriate for small, low-power and relatively inexpensive instruments. Called point-of-care devices, such instruments allow physicians to bring healthcare to the patient.
Physicist Michael S. Hughes of the D.O.E.'s Pacific Northwest National Lab performed the work with colleagues John E. McCarthy, Jon N. Marsh, and Samuel A. Wickline while at Washington University in Saint Louis, Missouri.
Although a small study involving animals, it builds on work in people that shows noninvasive ultrasound can track muscle health. Duchenne muscular dystrophy - often shortened to DMD - affects one out of 3500 male births. Steroids can help slow muscle degeneration, but too much medication causes other issues such as weight gain and high blood pressure.
"The result implies you can monitor drug therapy with cheap point-of-care devices," said Hughes. "We'd like to be able to use low-power handheld instruments, such as a microphone-sized ultrasound that can fit on a smartphone."
Healthcare workers and patients want fast, easy-to-use medical instruments and diagnostic tests that they can bring to a patient's bedside, home or to the field. Some treatments for disease require constant monitoring, such as blood glucose in people with diabetes or blood pressure for those with heart disease.
In DMD, muscles fail to repair themselves adequately, causing the muscles to degenerate over a few decades. Young boys and men with the disease - whom DMD hits the most - usually take steroids to prolong muscle health. Steroids have serious side effects, so patients should only take as much as they need, but it's difficult to monitor effectiveness.
Enter ultrasound. Healthy muscle contains neatly ordered cells, but DMD muscles become fibrous and plum with fat that infiltrates tissue. Because healthy and sick muscles look different in ultrasound images, researchers have been exploring how to use ultrasound to monitor progression of the disease and the muscle's response to drugs.
Previously, researchers, including Hughes, McCarthy and colleagues, have studied mice with genetic mutations that emulate muscular dystrophy. Treating mutant mice with steroids, they found they could process ultrasound information in such a way that they could measure the difference between healthy, damaged and treated muscles - a method that could put out a number on a screen.
But earlier work required more data than small, hand-held ultrasound gadgets, hooked into a smartphone with a USB cable, would be able to collect. Hughes and McCarthy wanted to know if they could also distinguish between healthy, sick and treated muscles if they collected less than ten percent of the original data. They turned back to the ultrasound data they had collected on 5 healthy mice, 4 afflicted with mouse muscular dystrophy left untreated, and 4 afflicted but treated with steroids for 2 weeks.
To use less data, they needed to increase the relevant information in the ultrasound data and downplay the irrelevant background "noise". To do so, they used a mathematical trick called a spline, which smooths the data into average values. With a spline added to their processing program, they re-analyzed either one-eighth or one-sixteenth of the data.
The team found that even with only one-sixteenth of the data, they were able to measure the difference between the treated muscles and the untreated muscles. Of course, people have much larger muscles than mice do, so the researchers would have to adjust the amount of ultrasound data to account for that, but Hughes and McCarthy previously showed that is possible in a different study.
"If we can optimize the processing, we can increase the sensitivity and provide real-time performance," said Hughes. "People with muscular dystrophy have to take the least amount of steroid that will give them the maximum therapeutic effect. This would let them do that."
This work was supported by the National Institutes of Health and the National Science Foundation.
Reference: ASA 4aSPa1: Michael Hughes; John McCarthy; Jon Marsh; Samuel Wickline. Optimal smoothing splines enhance efficiency of entropy imaging for detection of therapeutic benefit in muscular dystrophy, Thursday, Oct. 30, 9:00 a.m., Marriott Indianapolis Downtown Hotel, Indiana G.
Tags: Fundamental Science, Computational Science, National Security, Health Science, Software, Data Visualization
Interdisciplinary teams at Pacific Northwest National Lab address many of America's most pressing issues in energy, the environment and national security through advances in basic and applied science. Founded in 1965, PNNL employs 4,300 staff and has an yearly budget of about $950 million. It is managed by Battelle for the D.O.E.'s Office of Science. As the single biggest supporter of basic research in the physical sciences in the United States, the Office of Science is working to address some of the most pressing challenges of our time. For more information on PNNL, visit the PNNL News Center, or follow PNNL on Facebook, Google+, LinkedIn and Twitter.
