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Pulse Ox: Vital Tech with a Fatal Flaw


In the early days of the COVID-19 pandemic, Ashraf Fawzy remembers one patient who arrived in the intensive care unit (ICU) of The Johns Hopkins Hospital, a Black woman with asthma. Despite her pulse oximeter readings showing normal oxygen levels, the woman insisted she was out of breath.

“Her symptoms were severe, but the numbers were telling a different story,” Fawzy recalls, a pulmonary and critical care physician.

Perplexed, doctors followed up with an arterial blood test — the gold standard for measuring oxygen, but a more invasive, time-consuming method than the clip-on pulse oximeter. The second test validated the woman’s pleas.

“It turned out we had to give her more oxygen, and we needed to keep her in the ICU longer,” Fawzy says.

Roberta Florido, M.D., M.H.S.

“Because we’re shining light on the skin to see how much light is absorbed in the hemoglobin, different skin tones can interfere with the way the light is absorbed and how it’s measured.” — Ashraf Fawzy

That experience was not unique. Fawzy, an assistant professor of medicine at the Johns Hopkins University School of Medicine, was noticing a sporadic trend of inaccurate numbers from pulse oximeters, seemingly more common among patients of color. Comparing notes, he found that a colleague in Texas, David Wu at Baylor College of Medicine, was seeing the same. In December 2020, a letter appearing in the New England Journal of Medicine confirmed they weren’t alone.

Since its invention in 1974, the “pulse ox” device has become a staple in routine medical practice, its readings known by some as “the fifth vital sign.” Clipped to a finger, toe or earlobe, the device beams wavelengths of light onto the skin to provide immediate estimates of oxygen saturation levels in the blood, helping detect a range of common health conditions including respiratory and heart problems.

During the pandemic, pulse oximeters have gone mainstream like never before, nearly as available as thermometers in drug stores and in-home medicine cabinets, and newly appearing in wearable devices such as smartwatches. With COVID-19 affecting lung function, a pulse oximeter is commonly used to determine whether and when a patient enters the hospital, and once there, the course of their treatment. “In COVID, the pulse ox became central to making clinical decisions,” Fawzy says.

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For years, it has been known that pulse oximeters may present racial biases. But according to Johns Hopkins researchers, the COVID-19 pandemic finally brought the problem to the forefront of medicine. Click to Tweet


For years, it has been known that pulse oximeters may present racial biases, with studies dating back as far as the late 1980s suggesting a flaw in how the device measures oxygen in people of color. But according to Fawzy, the pandemic finally brought the problem to the forefront of medicine.

“Speaking for myself and Dr. Wu, we were never taught this in medical school,” he says. “It was never mentioned to be wary of the pulse ox in certain populations, or that these could potentially be inaccurate.”

Though the problem demands more research, it’s believed that darker skin tones affect how a pulse oximeter absorbs light. “Because we’re shining light on the skin to see how much light is absorbed in the hemoglobin, different skin tones can interfere with the way the light is absorbed and how it’s measured,” Fawzy explains.

Through their own research published in May in JAMA Internal Medicine, Fawzy and Wu have confirmed that a pulse oximeter disparity exists. Culling data from more than 7,000 patients from the Johns Hopkins Precision Medicine Center of Excellence for COVID-19, directed by Brian Garibaldi, associate professor of medicine, the study found that Black and Hispanic patients were 29% and 23% less likely than white patients, respectively, to have pulse oximeters recognize their eligibility for more aggressive COVID-19 treatment.

Those findings are concerning, Fawzy says. “The pulse ox numbers are used to determine what medications are given and when — important decisions.”

The U.S. Food and Drug Administration recently announced a plan to convene the Medical Devices Advisory Committee to review regulatory requirements for pulse oximeters, which Fawzy hopes will result in more inclusive testing and validation guidelines.

Is it possible some patients may have died because of pulse oximeter flaws? Fawzy says there’s not enough data yet to answer that question, but follow-up studies will aim to determine exactly that.

“What we know is that our study showed a potential delay in care, and other studies have shown patients of ethnic and racial minorities having worse COVID outcomes,” Fawzy says. “Pulse oximeter inaccuracy may be one of several factors involved, but more research is needed.”

In the long term, it is essential to update the design of the pulse oximeter, which has remained largely unchanged for decades. A number of researchers are now taking that challenge, including a group of biomedical engineering students at Johns Hopkins whom Fawzy commissioned. The EquinOx team — led by recent graduate Jerry Zhang and undergraduates Stanley Zhu and Vivek Chari — has developed a prototype for a new pulse oximeter that factors in skin tone and other physiological factors when calculating blood oxygen saturation.

Simulations have demonstrated that the device could potentially be 2.8 times more accurate than traditional pulse oximeters in detecting low oxygen levels in patients with dark skin tones. The team is now testing the device through a clinical study at The Johns Hopkins Hospital.

Beyond COVID-19, an improved pulse oximeter would have implications for a large number of diseases for which oxygen level monitoring is critical, including pneumonia, asthma, chronic obstructive pulmonary disease, emphysema, cystic fibrosis, heart failure, lung cancer and sleep apnea.

At this time, Fawzy says, it’s not realistic to stop using pulse oximeters, or to switch entirely to arterial blood tests.

“The pulse ox is still a very useful tool, and right now it’s the best we have to noninvasively measure oxygen levels,” he says. “It would not be practical or reasonable for every person of color to have their oxygen level monitored only by using blood tests, which are more invasive, can be painful and don’t provide continuous or timely monitoring.”

So for now, he says, the best strategy is to increase awareness. “It’s important to know this device has limitations. If the pulse ox doesn’t match the way you’re feeling, follow up on medical care because the numbers may not be accurate.”

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