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12 December 2018

An app, your fingernail – and anaemia screening is done

Scientists have developed a wireless smartphone app that checks for anaemia by 'reading' a photo of a fingernail.

Checking for low haemoglobin in the blood – otherwise known as anaemia – usually means drawing blood for testing.

But scientists say they've developed a wireless smartphone app that does the same by "reading" a quick photo of your fingernail.

Fatigue, paleness and heart problems

The app converts fingernail colours into quick readings of blood haemoglobin levels, according to researchers at Emory University in Atlanta. They said the technology could be used by anyone at any time, but its use right now is limited to screening, not a formal diagnosis of anaemia.

Anaemia is a blood condition affecting two billion people worldwide. If untreated, it can lead to fatigue, paleness and heart problems.

Typical methods of screening for anaemia "require external equipment, and represent trade-offs between invasiveness, cost and accuracy", lead researcher Dr Wilbur Lam, associate professor of paediatrics, explained in an Emory news release.

But the new app has an accuracy that's "on par with currently available point-of-care tests, without the need to draw blood," Lam said.

The investigators believe the app could be useful for screening pregnant women, women with abnormal menstrual bleeding, or runners and other athletes. Its simplicity also means it could help people in developing countries.

The app could be available for download as soon as March–May 2019, the researchers said.

Perfect test subject

One member of the development team, Rob Mannino, had a personal stake in the technology's success. The former biomedical engineering graduate student has an inherited blood disorder called beta-thalassemia.

"Treatment for my disease requires monthly blood transfusions," Mannino explained in the news release. "My doctors would test my haemoglobin levels more if they could, but it's a hassle for me to get to the hospital in between transfusions to have this blood test.

"Instead, my doctors currently have to just estimate when I'm going to need a transfusion, based on my haemoglobin level trends."

In the new study, published in Nature Communications, Lam's team used data on 237 people – some anaemic, some not – to develop an algorithm that converted fingernail colour to represent blood haemoglobin levels.

Perfect initial test subject

It was then tested on 100 patients and proved highly accurate in people with both dark and light skin tones, the research team said. That's because the nail bed does not contain melanin, which gives skin its colour.

The app should enable patients with chronic anaemia to monitor themselves to know when they need to adjust their therapies or receive transfusions. This could reduce side effects or complications of having transfusions too early or too late, Lam's team said.

Mannino's experience proved integral to the research.

"This whole project couldn't have been done by anyone but Rob," Lam said. "He took pictures of himself before and after transfusions as his haemoglobin levels were changing, which enabled him to constantly refine and tweak his technology on himself in a very efficient manner.

"So essentially, he was his own perfect initial test subject with each iteration of the app."

Research ongoing

One doctor who often treats anaemia in children was optimistic about the new technology, with one caveat.

Dr Michael Grosso directs paediatrics at Huntington Hospital in Huntington, New York. He agreed that "the availability of a rapid, accurate and non-invasive anaemia screening test could have significant benefits".

But he was concerned that the app might miss more subtle forms of anaemia.

"It turns out that mild iron deficiency can affect the body without triggering anaemia, and children in that situation would be missed by the non-invasive test," Grosso said.

Algorithm gets smarter

"So, the smartphone test definitely falls short of the tried-and-true blood count, but it is better than no test at all."

For their part, Lam and colleagues said further research, conducted with a variety of patient types, is ongoing. That means the app's sensitivity and accuracy should improve with time.

"This is just a snapshot of the accuracy right now," Lam said. "The algorithm gets smarter with every patient enrolled."

The research was funded in part by the US National Science Foundation and the US National Institutes of Health. Lam and Mannino have filed a patent application for the anaemia app, and will have financial interest in its success.

Image credit: iStock

 
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