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AI system that can detect RHD

Novel AI platform matches cardiologists in detecting rheumatic heart disease

Artificial intelligence (AI) has the potential to detect rheumatic heart disease (RHD) with the same accuracy as a cardiologist, according to new research demonstrating how sophisticated deep learning technology can be applied to this disease of inequity. The work could prevent hundreds of thousands of unnecessary deaths around the world annually.

Developed at Children’s National Hospital and detailed in the latest edition of the Journal of the American Heart Association, the new AI system combines the power of novel ultrasound probes with portable electronic devices installed with algorithms capable of diagnosing RHD on echocardiogram. Distributing these devices could allow healthcare workers, without specialized medical degrees, to carry technology that could detect RHD in regions where it remains endemic.

RHD is caused by the body’s reaction to repeated Strep A bacterial infections and can cause permanent heart damage. If detected early, the condition is treatable with penicillin, a widely available antibiotic. In the United States and other high-income nations, RHD has been almost entirely eradicated. However, in low- and middle-income countries, it impacts the lives of 40 million people, causing nearly 400,000 deaths a year.

“This technology has the potential to extend the reach of a cardiologist to anywhere in the world,” said Kelsey Brown, M.D., a cardiology fellow at Children’s National and co-lead author on the manuscript with Staff Scientist Pooneh Roshanitabrizi, Ph.D. “In one minute, anyone trained to use our system can screen a child to find out if their heart is demonstrating signs of RHD. This will lead them to more specialized care and a simple antibiotic to prevent this degenerative disease from critically damaging their hearts.”

The big picture

AI system that can detect RHD

The new AI system combines the power of novel ultrasound probes with portable electronic devices installed with algorithms capable of diagnosing RHD on echocardiogram.

Millions of citizens in impoverished countries have limited access to specialized care. Yet the gold standard for diagnosing RHD requires a highly trained cardiologist to read an echocardiogram — a non-invasive and widely distributed ultrasound imaging technology. Without access to a cardiologist, the condition may remain undetected and lead to complications, including advanced cardiac disease and even death.

According to the new research, the AI algorithm developed at Children’s National identified mitral regurgitation in up to 90% of children with RHD. This tell-tale sign of the disease causes the mitral valve flaps to close improperly, leading to backward blood flow in the heart.

Beginning in March, Craig Sable, M.D., interim division chief of Cardiology, and his partners on the project will implement a pilot program in Uganda incorporating AI into the echo screening process of children being checked for RHD. The team believes that a handheld ultrasound probe, a tablet and a laptop — installed with the sophisticated, new algorithm — could make all the difference in diagnosing these children early enough to change outcomes.

“One of the most effective ways to prevent rheumatic heart disease is to find the patients that are affected in the very early stages, give them monthly penicillin for pennies a day and prevent them from becoming one of the 400,000 people a year who die from this disease,” Dr. Sable said. “Once this technology is built and distributed at a scale to address the need, we are optimistic that it holds great promise to bring highly accurate care to economically disadvantaged countries and help eradicate RHD around the world.”

Children’s National Hospital leads the way

To devise the best approach, two Children’s National experts in AI — Dr. Roshanitabrizi and Marius George Linguraru, D.Phil., M.A., M.Sc., the Connor Family Professor in Research and Innovation and principal investigator in the Sheikh Zayed Institute for Pediatric Surgical Innovation — tested a variety of modalities in machine learning, which mimics human intelligence, and deep learning, which goes beyond the human capacity to learn. They combined the power of both approaches to optimize the novel algorithm, which is trained to interpret ultrasound images of the heart to detect RHD.

Already, the AI algorithm has analyzed 39 features of hearts with RHD that cardiologists cannot detect or measure with the naked eye. For example, cardiologists know that the heart’s size matters when diagnosing RHD. Current guidelines lay out diagnostic criteria using two weight categories — above or below 66 pounds — as a surrogate measure for the heart’s size. Yet the size of a child’s heart can vary widely in those two groupings.

“Our algorithm can see and make adjustments for the heart’s size as a continuously fluid variable,” Dr. Roshanitabrizi said. “In the hands of healthcare workers, we expect the technology to amplify human capabilities to make calculations far more quickly and precisely than the human eye and brain, saving countless lives.”

Among other challenges, the team had to design new ways to teach the AI to handle the inherent clinical differences found in ultrasound images, along with the complexities of evaluating color Doppler echocardiograms, which historically have required specialized human skill to evaluate.

“There is a true art to interpreting this kind of information, but we now know how to teach a machine to learn faster and possibly better than the human eye and brain,” Dr. Linguraru said. “Although we have been using this diagnostic and treatment approach since World War II, we haven’t been able to share this competency globally with low- and middle-income countries, where there are far fewer cardiologists. With the power of AI, we expect that we can, which will improve equity in medicine around the world.”

Dr. Sable performing an echocardiogram in Uganda

Penicillin slows impacts of rheumatic heart disease in Ugandan children

Dr. Sable performing an echocardiogram in Uganda

“We know from previous studies that though it is not always well-documented, sub-Saharan Africa continues to have some of the highest numbers of people with rheumatic heart disease and the highest numbers of people dying from it,” said Craig Sable, M.D., associate chief of Cardiology at Children’s National Hospital and co-senior author of the study. “This study is the first large-scale clinical trial to show that early detection coupled with prophylactic treatment of penicillin is feasible and can prevent rheumatic heart disease from progressing and causing further damage to a child’s heart.”

Penicillin, a widely available and affordable antibiotic, may be one key to turning the tide on the deadly impacts of rheumatic heart disease (RHD) for children in developing nations. This according to the new findings of a large-scale, randomized controlled trial completed in Uganda and published in the New England Journal of Medicine.

The most devastating feature of RHD is severe heart valve damage that is caused by rheumatic fever — a condition that results from the body’s immune system trying to fight poorly treated, repeat infections from streptococcus bacteria, also known as strep throat. Though widely eradicated in nations such as the United States due to the swift detection and treatment of strep throat, rheumatic fever remains prevalent in developing countries including those in sub-Saharan Africa. Current estimates are that 40.5 million people worldwide live with rheumatic heart disease, and that it kills 306,000 people every year. Most of those affected are children, adolescents and young adults under age 25.

“We know from previous studies that though it is not always well-documented, sub-Saharan Africa continues to have some of the highest numbers of people with rheumatic heart disease and the highest numbers of people dying from it,” said Craig Sable, M.D., associate chief of Cardiology at Children’s National Hospital and co-senior author of the study. “This study is the first large-scale clinical trial to show that early detection coupled with prophylactic treatment of penicillin is feasible and can prevent rheumatic heart disease from progressing and causing further damage to a child’s heart.”

The study was led by an international panel of pediatric cardiac experts from institutions including Children’s National, Cincinnati Children’s Medical Center, the Uganda Heart Institute and Murdoch Children’s Research Institute in Melbourne, Australia.

“Our study found a cheap and easily available penicillin can prevent progression of latent rheumatic heart disease into more severe, irreversible valve damage that is commonly seen in our hospitals with little or no access to valve surgery,” said co-lead author Emmy Okello, M.D., chief of Cardiology at the Uganda Heart Institute.

To Andrea Beaton, M.D., associate professor of Cardiology at Cincinnati Children’s and co-lead author, this is the first contemporary randomized controlled trial in rheumatic heart disease. “The results are incredibly important on their own, but also demonstrate that high-quality clinical trials are feasible to address this neglected cardiovascular disease,” she said.

Beaton et al. named the trial Gwoko Adunu pa Lutino (GOAL), which means “protect the heart of a child.” The study enrolled 818 Ugandan children and adolescents ages 5 to 17 years old who were diagnosed with latent rheumatic heart disease to see if an injection of penicillin was effective at preventing their heart condition from worsening.

“There are many challenges with recruitment and retention of trial participants in areas like our study region in Uganda,” said Dr. Sable. “But it is critical to work together and overcome barriers, because we must study these treatments in the people most affected by the condition to understand how they, and others like them, may benefit from the findings.”

Of the 799 participants who completed the trial, the group receiving a prophylactic injection of penicillin (399 volunteers) had three participants show evidence of worsened rheumatic heart disease on repeat echocardiogram after two years. In contrast, 33 of the 400 volunteers in the control group, who received no treatment, showed similar progression on echocardiogram results.

Professor Andrew Steer, who is theme director of Infection and Immunity at Murdoch Children’s Research Institute in Melbourne and who served as senior author of the study, said screening for latent rheumatic heart disease was critical to stop progression because heart valve damage was largely untreatable. “Most patients are diagnosed when the disease is advanced and complications have already developed. If patients can be identified early, there is an opportunity for intervention and improved health outcomes.”

The results were shared in a special presentation at the American Heart Association’s Scientific Sessions on the same day that the findings were published in the New England Journal of Medicine.

The trial was supported by the Thrasher Pediatric Research Fund, Gift of Life International, Children’s National Hospital Foundation: Zachary Blumenfeld Fund, Children’s National Hospital Race for Every Child: Team Jocelyn, the Elias/Ginsburg Family, Wiley-Rein LLP, Phillips Foundation, AT&T Foundation, Heart Healers International, the Karp Family Foundation, Huron Philanthropies and the Cincinnati Children’s Hospital Heart Institute Research Core.

Learn more about the challenges of rheumatic heart disease in sub-Saharan Africa and other developing parts of the world through the Rheumatic Heart Disease microdocumentary series:

Ugandan boy in hospital bed

Acute rheumatic fever often goes undiagnosed in sub-Saharan Africa

Ugandan boy in hospital bed

Despite low numbers of documented acute rheumatic fever cases in sub-Saharan Africa, the region continues to show some of the highest numbers of people with, and dying from, rheumatic heart disease, the serious heart damage caused by repeat instances of rheumatic fever.

Despite low numbers of documented acute rheumatic fever cases in sub-Saharan Africa, the region continues to show some of the highest numbers of people with, and dying from, rheumatic heart disease, the serious heart damage caused by repeat instances of rheumatic fever. A population-based study in the Lancet Global Health collected evidence of acute rheumatic fever in two areas of Uganda, providing the first quantifiable evidence in decades that the disease continues to take a deadly toll on the region’s people.

“These findings matter. Access to life-saving heart surgery is only available to a very small fraction of the hundreds of thousands of patients in Africa who have irreversible heart damage from rheumatic heart disease,” says Craig Sable, M.D., associate chief of Cardiology at Children’s National Hospital and one of the senior authors of the study. “It’s time to focus upstream on capturing these conditions sooner, even in low-resource settings, so we can implement life-sustaining and cost-saving preventive treatments that can prevent further heart damage.”

The authors, who hail from Uganda and several institutions around the United States, including Children’s National and Cincinnati Children’s Hospital Medical Center, note this is the first study to use an active case-finding strategy for diagnosing acute rheumatic fever. They also note that raising awareness in the community and among its healthcare workers while also finding new ways to overcome some of the diagnostic challenges in these low-resource settings greatly improved diagnosis and treatment of the condition.

The study also described clinical characteristics of children ages 5 to 14 presenting with both definitive and possible acute rheumatic fever, providing further clinical data points to help healthcare workers in these communities differentiate between this common infection and some of the other frequently diagnosed conditions in the region.

“With this study, we can now confidently dismiss the myth that acute rheumatic fever is rare in Africa,” the authors write. “It exists at elevated rates in low-resource settings such as Uganda, even though routine diagnosis remains uncommon. While these incidence data have likely underestimated the cases of acute rheumatic fever in two districts in Uganda, they show that opportunity exists to improve community sensitization and healthcare worker training to increase awareness of acute rheumatic fever. Ultimately this leads to diagnosing more children with the condition before they develop rheumatic heart disease, so that they can be offered secondary prophylaxis with penicillin.”

Children with suspected acute rheumatic fever participated in this population-based study. Data was collected over 12 months in Lira district (January 2018 to December 2018) and over nine months (June 2019 to February 2020) in Mbarara district.

Follow-up of children diagnosed in this study will provide more data on the outcomes of acute rheumatic fever, including a better understanding of the risk for a child to develop rheumatic heart disease.

This work was funded by the American Heart Association Children’s Strategically Focused Research Network Grant #17SFRN33670607 and by DEL‐15‐011 to THRiVE‐2 and General Electric.

Learn more about the challenges of rheumatic heart disease in sub-Saharan Africa and other developing parts of the world through the Rheumatic Heart Disease microdocumentary series:


Craig Sable

Can a vaccine prevent the earliest forms of rheumatic heart disease?

Craig Sable

Craig Sable, M.D., associate chief of the division of cardiology and director of echocardiography at Children’s National Health System, earned a lifetime achievement award, formally known as the 2018 Cardiovascular Disease in the Young (CVDY) Meritorious Achievement Award, on Nov. 10 at the American Heart Association’s Scientific Sessions 2018.

The CVDY Council bestows the prestigious award to individuals making a significant impact in the field of cardiovascular disease in the young. The CVDY Council supports the mission to improve the health of children and adults with congenital heart disease and acquired heart disease during childhood through research, education, prevention and advocacy.

Dr. Sable is recognized for his entire body of research, education and advocacy focused on congenital and acquired heart disease, but especially for his rheumatic heart disease (RHD) research in Uganda.

Over the past 15 years, Dr. Sable has brought more than 100 doctors and medical staff to Kampala, the capital and largest city in Uganda, partnering with more than 100 local doctors and clinicians to develop a template for a sustainable infrastructure to diagnose, treat and prevent both RHD and congenital heart disease.

RHD is a result of damage to the heart valves after acute rheumatic fever (ARF). The process starts with a sore throat from streptococcal infection, which many children in the United States treat with antibiotics.

“For patients who develop strep throat, their body’s reaction to the strep throat, in addition to resolving its primary symptoms, can result in attacking the heart,” says Dr. Sable. “The initial damage is called acute rheumatic fever. In many cases this disease is self-limited, but if undetected, over years, it can lead to long-term heart valve damage called rheumatic heart disease. Unfortunately, once severe RHD develops the only treatment is open-heart surgery.”

In 2017, Sable and the researchers published a study in the New England Journal of Medicine about the global burden of RHD, which is often referred to as a disease of poverty.

RHD is observed more frequently in low- and middle-income countries as well as in marginalized communities in high-income countries. RHD has declined on a global scale, but it remains the most significant cause of morbidity and mortality from heart disease in children and young adults throughout the world.

In 2017 there were 39.4 million causes of RHD, which resulted in 285,000 deaths and 9.4 million disability-adjusted life-years.

In 2018 the World Health Organization issued a referendum recognizing rheumatic heart disease as an important disease that member states and ministries of health need to prioritize in their public health efforts.

The common denominator that drives Dr. Sable and the global researchers, many of whom have received grants from the American Heart Association to study RHD, is the impact that creating a scalable solution, such as widespread adoption of vaccines, can have on entire communities.

“The cost of an open-heart surgery in Uganda is $5,000 to $10,000, while treatment for a child with penicillin for one year costs less than $1,” says Dr. Sable. “Investment in prevention strategies holds the best promise on a large scale to eradicate rheumatic heart disease.”

Sable and the team have screened more than 100,000 children and are conducting the first randomized controlled RHD trial, enrolling nearly 1,000 children, to examine the effectiveness of using penicillin to prevent progression of latent or subclinical heart disease, the earliest form of RHD.

During the Thanksgiving holiday weekend, Dr. Sable and a team of surgeons will fly back to Uganda to operate on children affected by RHD, while also advancing their research efforts to produce a scalable solution, exported on a global scale, to prevent RHD in its earliest stages.

Dr. Sable and colleagues from around the world partner on several grant-funded research projects. Over the next few years, the team hopes to answer several important questions, including: Does penicillin prevent the earliest form of RHD and can we develop a vaccine to prevent RHD?

To view the team’s previously-published research, visit Sable’s PubMed profile.

To learn about global health initiatives led by researchers at Children’s National, visit www.GHICN.org.