(Press-News.org) Healing a broken bone can take months, and knowing whether recovery is on track often takes just as long. Doctors typically rely on periodic X-rays, capturing two-dimensional images to see how the bone is growing back together. Patients return for follow-up scans every few weeks or months, repeating the cycle until the bone shows signs of complete healing.
Healing of shin bone (tibia) fractures, in particular, slows or stalls up to 25% of the time. Factors such as age or underlying health conditions like diabetes can influence the speed of fracture healing. Delayed or incomplete healing can lead to long-term pain and ongoing medical care.
A new five-year, approximately $3 million project led by University of Delaware mechanical engineer Michael Hast seeks to develop radiation-free imaging techniques that identify problems with bone healing sooner. Supported by an R01 grant from the National Institutes of Health, the work strives to help health care providers take a more proactive approach to addressing problems with bone healing. If successful, this approach could enable faster, more personalized patient care.
Hast’s lab develops and uses 3D computational models to estimate the strength of a healing bone. Such models allow the team to simulate real-world stresses, such as twisting, to evaluate how sturdy a fracture is as it mends. Traditionally, these personalized models have been built from computed tomography (CT) scans. The drawback is that each CT scan exposes patients to ionizing radiation, which can be harmful with frequent exposure.
Recent advances in magnetic resonance imaging (MRI) are giving researchers a new way to look at bones without exposing patients to radiation. While standard MRI technology provides detailed views of soft tissues, it struggles with hard, dense bone. A new approach called ultrashort echo time MRI now makes it possible to quickly capture detailed images of healing bone fractures.
“The ability to perform radiation-free imaging of the healing bone is a game-changer,” said Hast. “With enough data, we should be able to identify problems with fracture healing much earlier. This could guide treatment decisions, such as adjusting physical therapy routines or activity levels.”
Translating MRI data into useful computational models is no small task. Hast is collaborating with modeling expert Hannah Dailey at Lehigh University, and with surgeons at the University of Pennsylvania, on the project.
By mapping MRI data to the mechanical strength of each tiny 3D element, or voxel, they seek to generate a model that behaves like real bone when subjected to simulated movement or stress.
Working first with a sheep model of bone healing, the researchers will test whether the MRI-based models accurately reflect the mechanical strength of a healing bone compared with laboratory measurements.
They also plan to evaluate how well the MRI approach predicts healing in people undergoing tibial fracture repair surgery. Over the next five years, the team plans to enroll approximately 50 participants at the University of Pennsylvania, following each participant for a year to track long-term recovery.
In the future, the team hopes their findings will help clinicians rapidly assess how well new bone is developing and whether it is strong enough to withstand stresses from activities of daily living. Hast noted that newer evidence suggests that getting up and moving as soon as possible benefits healing of leg fractures.
“A better predictive tool could give clinicians and patients more confidence that a healing bone can handle the stress of physical activity without risking a repeat fracture," he said. “Our hope is to identify early warning signs of poor healing so providers can adjust rehab protocols sooner and get patients back on track faster.”
Funding is provided by NIH’s National Institute of Arthritis and Musculoskeletal and Skin Diseases under award number AR083052.
END
Engineering a clearer view of bone healing
University of Delaware engineer Michael Hast leads an NIH-funded effort to identify impaired bone healing earlier with MRI-based computer models
2025-11-04
ELSE PRESS RELEASES FROM THIS DATE:
Detecting heart issues in breast cancer survivors
2025-11-04
As breast cancer survival rates continue to climb — 4.3 million women in the U.S. are currently living with a history of the disease and in the next 10 years that number is expected to rise by another million — heart health has become an increasingly important part of survivorship care.
Certain breast cancer therapies, while lifesaving, can also place stress on the heart, raising important questions about who might benefit from closer monitoring.
But does every breast cancer survivor need ...
Moffitt study finds promising first evidence of targeted therapy for NRAS-mutant melanoma
2025-11-04
Moffitt Cancer Center researchers report the first clinical activity of a RAS inhibitor in patients with NRAS-mutant melanoma.
The investigational drug daraxonrasib (RMC-6236) and its preclinical counterpart RMC-7977 bind active RAS proteins (NRAS, HRAS, KRAS) and block downstream signaling that drives tumor growth, survival and immune escape.
In laboratory models, treatment led to increased infiltration of activated T cells, reduction of suppressive immune cells and tumor eradication only when the immune ...
Lay intuition as effective at jailbreaking AI chatbots as technical methods
2025-11-04
UNIVERSITY PARK, Pa. — It doesn’t take technical expertise to work around the built-in guardrails of artificial intelligence (AI) chatbots like ChatGPT and Gemini, which are intended to ensure that the chatbots operate within a set of legal and ethical boundaries and do not discriminate against people of a certain age, race or gender. A single, intuitive question can trigger the same biased response from an AI model as advanced technical inquiries, according to a team led by researchers at Penn State.
“A lot of research on AI bias has relied on sophisticated ...
USC researchers use AI to uncover genetic blueprint of the brain’s largest communication bridge
2025-11-04
For the first time, a research team led by the Mark and Mary Stevens Neuroimaging and Informatics Institute (Stevens INI) at the Keck School of Medicine of USC has mapped the genetic architecture of a crucial part of the human brain known as the corpus callosum—the thick band of nerve fibers that connects the brain’s left and right hemispheres. The findings open new pathways for discoveries about mental illness, neurological disorders and other diseases related to defects in this part of the brain.
The corpus callosum is critical for nearly everything the brain does, from coordinating ...
Tiny swarms, big impact: Researchers engineering adaptive magnetic systems for medicine, energy and environment
2025-11-04
Rice University is partnering with researchers at the University of Washington, Columbia University and Louisiana State University on a $2 million award from the National Science Foundation to revolutionize how materials and microrobots can be designed, controlled and applied in real-world environments.
Funded through NSF’s Designing Materials to Revolutionize and Engineer our Future (DMREF) program, the four-year project — Adaptive and Responsive Magnetic Swarms (ARMS) — aims to create microscopic robotic swarms that move and think collectively, much like schools of fish or flocks of birds.
Led by principal investigator Zach ...
MSU study: How can AI personas be used to detect human deception?
2025-11-04
EAST LANSING, Mich. – Can an AI persona detect when a human is lying – and should we trust it if it can? Artificial intelligence, or AI, has had many recent advances and continues t evolve in scope and capability. A new Michigan State University–led study is diving deeper into how well AI can understand humans by using it to detect human deception.
In the study, published in the Journal of Communication, researchers from MSU and the University of Oklahoma conducted 12 experiments with over 19,000 AI participants to examine how well AI personas were ...
Slowed by sound: A mouse model of Parkinson’s Disease shows noise affects movement
2025-11-04
In the development of Parkinson’s disease, it may not be a good idea to turn the amp to 11. High-volume noise exposure produced motor deficits in a mouse model of early-stage Parkinson’s disease, and established a link between the auditory processing and movement areas of the brain, according to a study published November 4th in the open-access journal PLOS Biology by Pei Zhang from the Huazhong University of Science and Technology in Wuhan, China, and colleagues.
The environment can play an important role in the development of Parkinson’s disease, but how sound volume in particular might impact the severity of symptoms was unknown. To understand how ...
Demographic shifts could boost drug-resistant infections across Europe
2025-11-04
The rates of bloodstream infections caused by drug-resistant bacteria will increase substantially across Europe in the next five years, driven largely by aging populations, according to a new paper published November 4th in the open-access journal PLOS Medicine by Gwenan Knight of the London School of Hygiene and Tropical Medicine, UK, and colleagues.
Antimicrobial resistance (AMR) is a global public health crisis. To effectively target interventions and track progress toward international goals, accurately estimating how the AMR burden will change over time is necessary.
In ...
Insight into how sugars regulate the inflammatory disease process
2025-11-04
New research has updated our understanding of how sugars, known as glycans, help immune cells move into skin in the inflammatory disease, psoriasis.
The paper entitled “Leukocytes have a heparan sulfate glycocalyx that regulates recruitment during psoriasis-like skin inflammation” published in the journal Science Signaling.
The lead authors are Dr Amy Saunders from Lancaster University and Dr Douglas Dyer from the University of Manchester, with their joint PhD student, ...
PKU scientists uncover climate impacts and future trends of hailstorms in China
2025-11-04
Peking University, November 4, 2025: A research team led by Professor Zhang Qinghong and Li Rumeng from the Department of Atmospheric and Oceanic Sciences at Peking University (PKU) School of Physics, has found that hailstorms in China have surged since the Industrial Revolution, likely due to human-driven climate warming. The study, published in Nature Communications in September 2025, combines historical records, meteorological data, and artificial intelligence to track long-term hailstorm trends.
Why It Matters:
Hail can fall fast and hit hard. Apart from smashing crops and damaging homes, it may even endanger lives. After 2024’s record-breaking ...
LAST 30 PRESS RELEASES:
ACP encourages all adults to receive the 2025-2026 influenza vaccine
Scientists document rise in temperature-related deaths in the US
A unified model of memory and perception: how Hebbian learning explains our recall of past events
Chemical evidence of ancient life detected in 3.3 billion-year-old rocks: Carnegie Science / PNAS
Medieval communities boosted biodiversity around Lake Constance
Groundbreaking research identifies lethal dose of plastics for seabirds, sea turtles and marine mammals: “It’s much smaller than you might think”
Lethal aggression, territory, and fitness in wild chimpanzees
The woman and the goose: a 12,000-year-old glimpse into prehistoric belief
Ancient chemical clues reveal Earth’s earliest life 3.3 billion years ago
From warriors to healers: a muscle stem cell signal redirects macrophages toward tadpole tail regeneration
How AI can rig polls
Investing in nurses reduces physician burnout, international study finds
Small changes in turnout could substantially alter election results in the future, study warns
Medicaid expansion increases access to HIV prevention medication for high-risk populations
Arkansas research awarded for determining cardinal temps for eight cover crops
Study reveals how the gut builds long-lasting immunity after viral infections
How people identify scents and perceive their pleasantness
Evidence builds for disrupted mitochondria as cause of Parkinson’s
SwRI turbocharges its hydrogen-fueled internal combustion engine
Parasitic ant tricks workers into killing their queen, then takes the throne
New study identifies part of brain animals use to make inferences
Reducing arsenic in drinking water cuts risk of death, even after years of chronic exposure
Lower arsenic in drinking water reduces death risk, even after years of chronic exposure
Lowering arsenic levels in groundwater decreases death rates from chronic disease
Arsenic exposure reduction and chronic disease mortality
Parasitic matricide, ants chemically compel host workers to kill their own queen
Clinical trials affected by research grant terminations at the National Institutes of Health
Racial and ethnic disparities in cesarean birth trends in the United States
Light-intensity-dependent transformation of mesoscopic molecular assemblies
Tirzepatide may only temporarily suppress brain activity involved in “food noise”
[Press-News.org] Engineering a clearer view of bone healingUniversity of Delaware engineer Michael Hast leads an NIH-funded effort to identify impaired bone healing earlier with MRI-based computer models