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Archive for category: E-News

E-News

New approach uses ultrasound to measure fluid in the lungs

, 26 August 2020/in E-News /by 3wmedia

A team of engineering and medical researchers has found a way to use ultrasound to monitor fluid levels in the lung, offering a non-invasive way to track progress in treating pulmonary edema – fluid in the lungs – which often occurs in patients with congestive heart failure. The approach, which has been demonstrated in rats, also holds promise for diagnosing scarring, or fibrosis, in the lung.
“Historically, it has been difficult to use ultrasound to collect quantitative information on the lung, because ultrasound waves don’t travel through air– and the lung is full of air,” says Marie Muller, an assistant professor of mechanical engineering at North Carolina State University and co-author of a paper on the work. “However, we’ve been able to use the reflective nature of air pockets in the lung to calculate the amount of fluid in the lung.”
When ultrasound waves travel through the body, most of each wave’s energy passes through the tissue. But some of that energy is reflected as an echo. By monitoring these echoes, an ultrasound scanner is able to create an image of the tissue that the waves passed through. All of this happens in microseconds.
But when ultrasound waves hit air, all of the energy is reflected – which is why ultrasound images of the lung tend to look like a big, grey blob, with little useful information for healthcare providers. And while there are some techniques that allow users to determine if a patient has pulmonary edema, those techniques still can’t tell how much fluid there is.
This is where Muller’s team comes in.
When ultrasound waves hit air pockets in the lung, or alveoli, they scatter. Those scattered waves hit other air pockets, scattering them further. This process of bouncing around means that it takes an ultrasound’s echo much longer to bounce back to the ultrasound machine – though it’s still measured in microseconds. And that is why the lung looks like a grey blob to the ultrasound scanner.
But no two ultrasound waves take the same path – they may bounce in different directions as they travel through the lung. So their echoes take different amounts of time to return to the scanner. By looking at all of the echoes, and how those echoes change over time, Muller and her collaborators were able to calculate the extent to which the space between the air pockets was filled with fluid.
To test their approach, the researchers conducted two sets of experiments using rats and rat lung tissue.
In the first set of experiments, researchers used rat lung tissue that had been injected with saline solution to mimic fluid-filled lung tissue. The new approach allowed researchers to quantify the amount of fluid in the lung to within one milliliter.
In the second set of experiments, researchers found significant differences between fluid-filled and healthy lungs in rats. Specifically, the researchers were calculating the mean distance between two “scattering events” – or how far an ultrasound wave travelled between two air pockets.
For fluid-filled lungs, the mean distance was 1,040 micrometers, whereas the mean distance in healthy lungs was only 332 micrometers.
“This is important, because one could potentially track this mean distance value as a way of determining how well pulmonary edema treatment is working,” Muller says.
The technique makes use of conventional ultrasound scanning equipment, though the algorithm used by the researchers would need to be incorporated into the ultrasound software.

North Carolina State Universityhttp://tinyurl.com/ycktwghh 

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One in three former ICU patients show symptoms of depression, study finds

, 26 August 2020/in E-News /by 3wmedia

An analysis of reports on more than 4,000 patients suggests that nearly one in three people discharged from hospital intensive care units, or ICUs, has clinically important and persistent symptoms of depression, according to researchers at Johns Hopkins Medicine. Symptoms can last for a year or more for some patients and are more likely to occur in people who have a history of psychological distress before an ICU stay, the investigators say.
The prevalence of depressive symptoms in this population is three to four times that of the general population, says study coauthor O. Joseph Bienvenu, associate professor of psychiatry and behavioural sciences at the Johns Hopkins University School of Medicine.
“Not only can people with depression have slower physical recovery, but they also experience financial strain because they often cannot return to work and their caregivers must stay home with them,” Bienvenu says.
Psychological symptoms occurring before an ICU stay and psychological distress experienced during the ICU stay or hospitalization were the risk factors most associated with depressive symptoms after hospital discharge, the review found.
“It’s very clear that ICU survivors have physical, cognitive, and psychological problems that greatly impair their reintegration into society, return to work, and being able to take on previous roles in life,” says senior study author Dale Needham, professor of medicine at JHU’s School of Medicine. “If patients are talking about the ICU being stressful, or they’re having unusual memories or feeling down in the dumps, we should take that seriously,” Needham adds. “Healthcare providers, family members, and caregivers should pay attention to those symptoms and make sure they’re not glossed over.”
More than 5 million patients in the United States are admitted to ICUs each year, Needham says.

John Hopkins Medicine http://tinyurl.com/jnkqmj6

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Monitor biometrics with sweat, even when the patient is resting and comfortable

, 26 August 2020/in E-News /by 3wmedia

One downside to medical sensors that test human sweat: You have to sweat. Sweating from exertion or a stifling room temperature can be impractical for some patients and unsafe for others. And unless they are on the second leg of the Tour de France, it’s unlikely patients will want to sweat all day for the benefit of a sensor reading.
But researchers at the University of Cincinnati have come up with a novel way to stimulate sweat glands on a small, isolated patch of skin so subjects can stay cool and comfortable and go about their daily routine without spending hours on a treadmill.
UC professor Jason Heikenfeld and UC graduate Zachary Sonner came up with a device the size of a Band-Aid that uses a chemical stimulant to produce sweat, even when the patient is relaxed and cool. The sensors also can predict how much patients sweat, an important factor in understanding the hormones or chemicals the biosensors measure.
"Doctors would love to know if chemical concentrations are increasing or decreasing over time," Heikenfeld said. "What was your baseline before you got sick? Then by measuring the change in concentrations, we know even more about how sick you are or how quickly you are getting better."
Blood analysis is considered the gold standard for biometric analysis. But biometric testing with blood is invasive and often requires the use of a lab. It is far more difficult for doctors to perform continuous monitoring of blood over hours or days.
Sweat provides a non-invasive alternative, with chemical markers that are more useful in monitoring health than saliva or tears, Heikenfeld said.
“People for a long time ignored sweat because, although it can be a higher-quality fluid for biomarkers, you can’t rely on having access to it,” Heikenfeld said. “Our goal was to achieve methods to stimulate sweat whenever needed — or for days.”
Scientists say sweat provides much of the same useful information about patients as blood. The problem has always been getting the same consistent sample as is possible with a standard blood draw, he said.
For the study, the researchers applied sensors and a gel containing carbachol, a chemical used in eyedrops, to their subject’s forearm for 2.5 minutes.
They used three methods to obtain sensor data: the gel and sensors alone and in combination with memory foam padding (to provide better contact between the sensor and the skin) and iontophoresis, an electrical current at 0.2 milliamps that drives a tiny amount of carbachol into the upper layer of the skin and locally stimulates sweat glands but causes no physical sensation or discomfort.
Then they recorded data obtained from the subject’s sweat for 30 minutes using sensors that measured concentrations of sweat electrolytes. Carbachol was effective at inducing sweating under the sensor for as long as five hours. Heikenfeld said a subsequent study successful generated sensor results for several days using this process to stimulate sweat.
They used a pH-sensitive dye to observe the results. The orange dye turned blue when it reacted with sweat. This demonstrated that the sweat glands were stimulated evenly across the sensor area.
“This work represents a significant leap forward in sweat-sensing technology,” the study concluded.

University of Cincinnati
magazine.uc.edu/editors_picks/recent_features/Sweat.html

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‘Aggressive’ surgery is best treatment option for early stage lung cancer

, 26 August 2020/in E-News /by 3wmedia

Patients with early stage lung cancer live longer when they receive a lobectomy — the most common type of operation for the disease — rather than a less extensive operation or radiation treatment, according to a study.
"Our data suggest that the more aggressively we treat early lung cancer, the better the outcome," said lead author Alex Bryant, BS, of the School of Medicine at the University of California, San Diego. "This study is one of the best-powered and detailed analyses to date and suggests that lobectomy is still the preferred treatment of this disease for most patients."
Using the Veterans Affairs Informatics and Computing Infrastructure (VINCI), Bryant, James D. Murphy, MD, and colleagues identified patients who were diagnosed with early stage non-small cell lung cancer (NSCLC) between 2006 and 2015, and who were treated with either surgery or radiation. In all, 4,069 patients were included: 73% (2,986) underwent lobectomy, 16% (634) received a sublobar resection, and 11% (449) received stereotactic body radiation therapy (SBRT). Lobectomy is the removal of an entire lobe of the lung; sublobar resection is a less extensive operation that includes wedge and segmental resections; SBRT delivers very high doses of radiation over a short period of time (typically 1-2 weeks), precisely targeting the tumour.
The researchers described VINCI as an "extremely rich source of health information" from which they were able to gather detailed data related to a large, nationwide group of veterans. The database includes patient-specific data related to preoperative pulmonary function, smoking history, and tumour staging. Factors such as these are often not available and have not been consistently addressed in previous studies, which sets this study apart, according to Dr. Bryant.
In their analyses, the researchers found that the 5-year incidence of cancer death was lowest in the lobectomy group at 23%, with the sublobar group at 32%, and SBRT patients at 45%. SBRT also was associated with a 45% increased risk of cancer death compared with lobectomy.
Surgery, though, was not without risks. The study showed that both surgical groups had higher immediate mortality compared to radiation due to operative risks. The 30-day mortality was 1.9% for lobectomy, 1.7% for sublobar resection, and 0.5% for SBRT. But as time went on and with longer follow-up, the surgery groups demonstrated superiority to SBRT, with long-term survival favouring surgery, especially lobectomy, over radiation. The 5-year overall survival rate for lobectomy patients was 70%, followed by the sublobar resection group at 56%, and SBRT at 44%.
"Our data suggest that the higher operative risks of surgery are more than offset by improved survival in the months and years after treatment, particularly for lobectomy," said Dr. Bryant.
The study also showed that the use of SBRT increased throughout the study period, accounting for 2% of all treatments in 2006 and 19% in 2015. Dr. Bryant explained that for patients who are too sick to tolerate a major operation like lobectomy, SBRT makes sense and has become an increasingly common option. Less extensive surgeries, such as sublobar resections, also remain a possibility, but there are ongoing concerns about a higher risk of tumor recurrences, he said. As a result, lobectomy remains the standard treatment for early lung cancer in patients who can tolerate a major surgical procedure.
"The public should be aware that lung cancer — even when caught at a very early stage — is a serious diagnosis and deserves aggressive treatment," said Dr. Bryant.
EurekAlert
www.eurekalert.org/pub_releases/2017-11/e-si113017.php
 

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Integrated lab-on-a-chip uses smartphone to quickly detect multiple pathogens

, 26 August 2020/in E-News /by 3wmedia

A multidisciplinary group that includes the University of Illinois at Urbana-Champaign and the University of Washington at Tacoma has developed a novel platform to diagnose infectious disease at the point-of-care, using a smartphone as the detection instrument in conjunction with a test kit in the format of a credit card. The group is led by Illinois Electrical and Computer Engineering  Professor Brian T. Cunningham; Illinois Bioengineering Professor Rashid Bashir; and, University of Washington at Tacoma Professor David L. Hirschberg, who is affiliated with Sciences and Mathematics, division of the School of Interdisciplinary Arts and Sciences.
Findings have demonstrated detection of four horse respiratory diseases, and in Biomedical Microdevices, where the system was used to detect and quantify the presence of Zika, Dengue, and Chikungunya virus in a droplet of whole blood. Project collaborators include Dr. David Nash, a private practice equine expert and veterinarian in Kentucky, and Dr. Ian Brooks, a computer scientist at the National Center for Supercomputing Applications.
The low-cost, portable, smartphone-integrated system provides a promising solution to address the challenges of infectious disease diagnostics, especially in resource-limited settings or in situations where a result is needed immediately. The diagnostic tool’s integration with mobile communications technology allows personalized patient care and facilitates information management for both healthcare providers and epidemiological surveillance efforts. Importantly, the system achieves detection limits comparable to those obtained by laboratory-based methods and instruments, in about 30 minutes.
A useful capability for human point-of-care (POC) diagnosis or for a mobile veterinary laboratory, is to simultaneously test for the presence of more than one pathogen with a single test protocol, which lowers cost, saves time and effort, and allows for a panel of pathogens, which may cause similar symptoms, to be identified.
Infectious diseases remain the world’s top contributors to human death and disability, and with recent outbreaks of Zika virus infections, there is a keen need for simple, sensitive, and easily translatable point-of-care tests. Zika virus appeared in the international spotlight in late 2015 as evidence emerged of a possible link between an epidemic affecting Brazil and increased rates of microcephaly in newborns. Zika has become a widespread global problem—the World Health Organization (WHO) documented last year that since June 2016, 60 nations and territories report ongoing mosquito-borne transmission. Additionally, since Zika virus infection shares symptoms with other diseases such as Dengue and Chikungunya, quick, accurate diagnosis is required to differentiate these infections and to determine the need for aggressive treatment or quarantine.
The technology is intended to enable clinicians to rapidly diagnose disease in their office or in the field, resulting in earlier, more informed patient management decisions, while markedly improving the control of disease outbreaks. An important prerequisite for the widespread adoption of point-of-care tests at the patient’s side is the availability of detection instruments that are inexpensive, portable, and able to share data wirelessly over the Internet.
The system uses a commercial smartphone to acquire and interpret real-time images of an enzymatic amplification reaction that takes place in a silicon microfluidic chip that generates green fluorescence and displays a visual read-out of the test. The system is composed of an unmodified smartphone and a portable 3D–printed cradle that supports the optical and electrical components, and interfaces with the rear-facing camera of the smartphone.
The software application operating on the smartphone gathers information about the tests conducted on the microfluidic card, patient-specific information, and the results from the assays, that are then communicated to a cloud storage database.
Dr. Nash observes that, “This project is a game changer. This is the future of medicine—empowered front-line healthcare professionals. We can’t stop viruses and bacteria, but we can diagnose more quickly. We were able to demonstrate the clear benefit to humankind, as well as to animals, during the proposal phase of the project, and our results have proved our premise.

University of Illinois
mntl.illinois.edu/news/article/23759

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IFCT-0302 results question role of CT-scan in NSCLC post-surgery follow-up

, 26 August 2020/in E-News /by 3wmedia

The optimal follow-up protocol for patients with completely resected non-small cell lung cancer (NSCLC) remains elusive after results of the IFCT-0302 trial, presented at the ESMO 2017 Congress in Madrid, did not show a difference in overall survival (OS) between patients who received computed tomography (CT) scans as part of their follow-up, and those who did not.
Indeed, the findings suggest regular CT scans, which many guidelines recommend, may not be necessary.
“Because there is no difference between arms, both follow-up protocols are acceptable,” said study investigator Prof. Virginie Westeel, from Centre Hospitalier Régional Universitaire, Hôpital Jean Minjoz in Besançon, France. “A conservative point of view would be to do a yearly CT-scan, which might be of interest over the long-term, however, doing regular scans every six months may be of no value in the first two post-operative years,” she said.
The suggestion is a departure from standard clinical practice, since the majority of medical societies and clinical practice guidelines recommend follow-up visits in which chest CT is considered appropriate every three to six months in the first two years after surgery.
The multicentre study included 1775 patients with completely resected stage I–II-IIIA NSCLC who completed follow-up visits every 6 months for the first two years, and yearly until five years.
Patients were randomised to a control follow-up, that included clinical examination and chest X-ray (CXR), or an experimental follow-up that included the control protocol with the addition of thoraco-abdominal CT-scan plus bronchoscopy (optional for adenocarcinomas).
After a median follow-up of eight years and 10 months, overall survival (OS) was not significantly different between the groups (hazard ratio [HR] 0.95, 95% CI: 0.82-1.09; p=0.37) at a median of 99.7 months in the control arm and 123.6 months in the experimental arm.
Three-year disease-free survival rates were also similar, at 63.3% and 60.2% respectively, as were eight-year OS rates at 51.7% and 54.6%, respectively.
Commenting on the study, ESMO spokesperson Dr. Floriana Morgillo, from the University of Campania Luigi Vanvitelli, Naples, Italy, said that although the study does not demonstrate a significant benefit with CT-based follow-up, the trend towards better survival in the CT arm suggests longer follow-up may eventually reveal a benefit of this approach.
However, in the meantime, she says CT-based surveillance is still an appropriate option because of its potential for impacting second primary cancers. “A significant proportion of patients with early stage NSCLC develop second cancers between the second and fourth year after surgery, and early detection of these with CT-based surveillance beyond two years could allow curative treatment,” Morgillo said, adding that patients must also be informed of the radiation exposure with CT.

ESMO
www.esmo.org/Conferences/ESMO-2017-Congress/Press-Media/Press-Releases/IFCT-0302-results-question-role-of-CT-scan-in-NSCLC-post-surgery-follow-up?hit=ehp

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Researchers prove the effectiveness of a new drug to prevent the onset and the pain of chemotherapy-induced neuropathy

, 26 August 2020/in E-News /by 3wmedia
  • Peripheral neuropathy is a very common side-effect of chemotherapy and may eventually lead to early discontinuation of treatment.
  • Collaboration between research and industry led to the identification and successful testing of a new molecule capable of preventing this neurological complication.
  • This molecule could potentially become the first existing treatment to prevent this frequent adverse effect and improve the quality of life of cancer patients.

IDIBELL Researchers of the Neuro-Oncology Unit of Bellvitge University Hospital – Catalan Institute of Oncology, led by Dr. Jordi Bruna, have successfully tested a new molecule capable of preventing the development of peripheral neuropathy induced by chemotherapy in cancer patients, especially in colon cancer cases, the third most common neoplasm in the world. The molecule, which has a completely novel mechanism of action, would be the first treatment against this neurological complication, for which no effective treatment has yet been approved.
One of the main adverse effects of certain chemotherapeutics used in the treatment of cancers is peripheral neuropathy, which can cause tingling, numbness, pain or alterations in the functionality of patients, among others. This complication, so far, has been regarded as a “price to pay” despite having a demonstrated negative impact on the quality of life of the patient, increasing their care expenses and often preventing the complete and effective administration of  the cytostatic treatment, with the potential decrease of survival chances that entails.
Researchers at the HUB-ICO-IDIBELL Unit identified a new molecule – developed by the Catalan laboratory Esteve – as a candidate to prevent the onset of this adverse effect. "Through a public-private partnership, we have been able to design a Phase 2b clinical trial (randomized with placebo), which has allowed us to get a great deal of scientific information – effect on pain, pathophysiology – and draw conclusions as to the potential of the drug in the prevention of neuropathies during cytostatic treatment”, explains Dr. Bruna, who led the trial.
The results of the study prove a decrease in the appearance of disorders associated with nerve dysfunction in those cancer patients who took the new drug. "When the trial was designed, safety data from the previous trials limited the duration of treatment with the new molecule and this meant that we had to work at low doses in relation to the duration of the chemotherapy treatment, but we have nevertheless obtained positive results and now we have enough information to be able to extend the duration of the treatment. Therefore, we hope to obtain even more satisfactory results" the IDIBELL researcher comments.
"Given the usual pace of clinical trials and drug agencies following fast-track approval processes in severe or orphan pathologies, this new drug could potentially reach the market soon, since it would be the first available treatment to avoid this type of neuropathy. In addition, it has other medical uses as a non-opioid analgesic”, adds Bruna. In any case, improving pain control and reducing the occurrence of severe neuropathy is undoubtedly the most prominent benefit of the development of this novel drug..
IDIBELL
www.idibell.cat/modul/news/en/1024/researchers-prove-the-effectiveness-of-a-new-drug-to-prevent-the-onset-and-the-pain-of-chemotherapy-induced-neuropathy

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Arab Health is the largest gathering of healthcare and trade professionals in the MENA region

, 26 August 2020/in E-News /by 3wmedia

The 2018 edition of the event is expected to welcome more than 4,200 exhibiting companies and 103,000 attendees from 150+ countries.

Accompanying the exhibition will be 19 business, leadership and Continuing Medical Education (CME) conferences providing the very latest updates and insights into cutting edge procedures, techniques and skills. 

2018 will also see the introduction of the Personal Healthcare Technology Zone. Exhibitors will display the latest in “Smart” Healthcare Technology that connects patients to physicians and hospitals/clinics.

Other event features include Hands-On-Training modules, a dedicated 3D Medical Printing zone, and a showcase of the Dealer and Distributors.

Arab Health 2018 will take place from 29 January to 01 February 2018 at the Dubai International Convention and Exhibition Centre.

Visitor registration during the show days will be charged at AED100, so make sure to register here today for FREE access to the exhibition.

Click here for more information on Arab Health 2018.

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New tool aims to make surgery safer by helping doctors see nerves

, 26 August 2020/in E-News /by 3wmedia

During operations, it can be difficult for surgeons to avoid severing crucial nerves because they look so much like other tissue. A new non-invasive approach that uses polarized light to make nerves stand out from other tissue could help surgeons avoid accidentally injuring nerves or assist them in identifying nerves in need of repair.
Although nerve injuries are a known complication for many types of surgery, surgeries involving the hand and wrist come with a higher risk because of the dense networks of nerves in this area. There are a few techniques available to help doctors identify nerves, but they have various limitations such as not providing real-time information, requiring physical contact with the nerve or requiring the addition of a fluorescent dye. 
Cousins, Kenneth and Patrick Chin, developed the idea independently from any institute to use an optical technique known as collimated polarized light imaging (CPLi) to identify nerves during surgery. Kenneth later joined a research group led by Thomas van Gulik, a surgeon at the Academic Medical Center, and brought along a working prototype which has been further developed into a practical system that can be deployed in the operating room.
In The Optical Society (OSA) journal Biomedical Optics Express, the researchers report that a surgeon using CPLi technology was able to correctly identify nerves in a human hand 100 percent of the time, compared to an accuracy rate of 77 percent for the surgeon who identified nerves using only a visual inspection.
CPLi uses a polarized beam of light to illuminate the tissue. When this light passes through a nerve, the tissue’s unique internal structure reflects the light in a way that is dependent on how the nerve fibre is oriented compared to the orientation of the polarization of the light. By rotating the light’s polarization, the reflection appears to switch on and off, making the nerve tissue stand out from other tissue. For this application, it was important to use light that was collimated, meaning all the light waves were parallel to each other, to maximize the amount of light reflected by the tissue.
“We adapted the optics used for CPLi so that they could be incorporated in a surgical microscope, which can be placed above the surgical area,” said Kenneth Chin. “The resulting system can be used in a wide range of surgical fields where superficial nerves need to be identified.”
After testing their technique on animal tissue, the researchers used it to examine 13 tissue sites from the hand of a human cadaver. A surgeon looked for nerve tissue at these sites by eye under typical surgical illumination while a different surgeon used CPLi for an independent assessment. Histological evaluation was then used to verify the presence of nerve tissue at each site. The surgeon using visual inspection correctly identified nerve tissue in 10 of the 13 cases while the surgeon using CPLi correctly identified nerve tissue in all cases.
With patient consent, the researchers also used CPLi to successfully identify nerve tissue during a procedure to relieve pain in the wrist. They plan to do additional tests of the technique during live surgery to better understand how the optical reflection of nerves might vary among patients and under various surgical conditions. 

The Optical Society
www.osa.org/en-us/about_osa/newsroom/news_releases/2017/new_tool_aims_to_make_surgery_safer_by_helping_doc/

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Using AI to detect heart disease

, 26 August 2020/in E-News /by 3wmedia

Heart disease is the leading cause of death for both men and women, according to the Centers for Disease Control and Prevention (CDC). In the U.S., one in every four deaths is a result of heart disease, which includes a range of conditions from arrhythmias, or abnormal heart rhythms, to defects, as well as blood vessel diseases, more commonly known as cardiovascular diseases.
Predicting and monitoring cardiovascular disease is often expensive and tenuous, involving high-tech equipment and intrusive procedures. However, a new method developed by researchers at USC Viterbi School of Engineering offers a better way. By coupling a machine learning model with a patient’s pulse data, they are able to measure a key risk factor for cardiovascular diseases and arterial stiffness, using just a smart phone.
Arterial stiffening, in which arteries become less elastic and more rigid, can result in increased blood and pulse pressure. In addition to being a known risk factor for cardiovascular diseases, it is also associated with diseases like diabetes and renal failure.
“If the aorta is stiff, then when it transfers the pulse energy all the way to the peripheral vasculature – to small vessels – it can cause end organ damage. So, if the kidneys are sitting at the end, the kidneys get hurt; if the brain is sitting at the end, the brain gets hurt,” said Niema Pahlevan, assistant professor of aerospace and mechanical engineering and medicine.
By measuring pulse wave velocity, which is the speed that the arterial pulse propagates through the circulatory system, clinicians are able to determine arterial stiffness. Current measurement methods include MRI, which is expensive and often not feasible, or tonometry, which requires two pressure measurements and an electrocardiogram to match the phases of the two pressure waves.
The novel method developed by Pahlevan, Marianne Razavi and Peyman Tavallali uses a single, uncalibrated carotid pressure wave that can be captured with a smart phone’s camera. In a previous study, the team used the same technology to develop an iPhone app that can detect heart failure using the slight perturbations of your pulse beneath your skin to record a pulse wave. In the same fashion, they are able to determine arterial stiffness.
“An uncalibrated, single waveform – that means that you eliminated two steps. That’s how you go from an $18,000 (€15,000)tonometry device and intrusive procedure to an iPhone app,” Pahlevan said.
“It’s very easy to operate,” added Razavi, who is the director of biostatistics for Avicena LLC, the startup company developing the app. “I actually taught my kid to do it.”
Instead of a detailed waveform required with tonometry, their method needs just the shape of a patient’s pulse wave for the mathematical model, called intrinsic frequency, to calculate key variables related to the phases of the patient’s heartbeat. These variables are then used in a machine learning model that determines pulse wave velocity (PWV) and, therefore, arterial stiffness.
To validate their method, they used existing tonometry data collected from the Framingham Heart Study, a long-term epidemiological cohort analysis. Using 5,012 patients, they calculated their own PWV measurements and compared them with the tonometry measurements from the study, finding an 85 percent correlation between the two.
But more importantly, they needed to determine whether their method could be used to predict cardiovascular disease.
“What the clinician wants to know is whether or not you’re helping them to improve outcome,” Pahlevan said. “And we showed that it is as predictive as the actual tonometry.”
Through a prospective study using 4,798 patients, they showed that their PWV measurement was significantly associated with the onset of cardiovascular diseases over a ten-year follow up period. Their study was published in Nature Scientific Reports in January.
 “A lot of people have tried to bring machine learning to medical devices, but pure AI by itself doesn’t work,” Pahlevan said. “When you get a high correlation, you can be missing all of the diseased patients because, in medicine, the outliers are the cases you want to capture – they’re the important ones.”
The reason their machine learning method is able to capture clinically significant outcomes is due to their intrinsic frequency algorithm, which is the mathematical analysis used to calculate physically relevant variables relating to the patient’s heart and vascular function. The main variables represent the heart’s performance during the contraction phase (systole) and the vasculature’s performance during the relaxed phase (diastole).
The method was developed just three years ago during Pahlevan’s postdoctoral work.  The team plans on expanding on the intrinsic frequency algorithm so that it can be applied to a number of other applications, such as detecting silent heart attacks.

USC Viterbi School of Engineeringhttps://tinyurl.com/y74uolb2

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