Why Doctors Misdiagnose Skin of Color

Too Many Doctors Are Misdiagnosing Disease on Skin of Color

Too Many Doctors Are Misdiagnosing Disease on Skin of Color
© 2021 VisualDx; Everyday Health

Lately, you’ve been experiencing fatigue and headaches. You notice a rash on your lower back where the skin, usually an even brown, is darker and slightly violet-tinged in some areas. A doctor sends you home with a prescription for a steroid cream, which seems to do nothing. Weeks later, the discoloration fades, but your muscles ache, and you still feel exhausted. Another physician finally runs the right tests and informs you that you have Lyme disease.

The first physician didn’t consider Lyme because their training had them looking for a red-and-pink bull’s-eye, and that’s not what Lyme typically looks like on darker skin tones.

Similar scenarios play out again and again in doctors’ offices when people of color try to get help for illnesses that affect their skin.

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Medical textbooks aren’t doing a good job of showing what eczema can look like on skin of color.© 2021 VisualDx

Racial Bias in Medicine: A Few Textbook Examples

Members of Black, Indigenous, and People of Color (BIPOC) communities with medium and dark skin tones face unique challenges that impede accurate, prompt diagnoses. These include a lack of access to quality healthcare in many neighborhoods and racial biases that lead doctors to distrust patients’ own descriptions of their symptoms and pain.

Medical training that focuses primarily on white individuals is another problem — and when it comes to diseases that affect the skin, issues are often hiding in plain sight.

A 2023 analysis of articles in the Journal of the American Academy of Dermatology found that an average of only 3.1 percent addressed diseases in communities with medium and dark skin in 2004. While this increased to 7.1 percent by 2022 because of diversity initiatives at the American Academy of Dermatology (AAD), the article acknowledged that a shortage of reliable journal articles on how diseases affect medium or dark skin can lead to system-wide knowledge gaps that affect treatment.

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Psoriasis on Black skin can look violet with an ash-gray scale, while on white skin it typically looks red or pink with a silvery scale.© 2021 VisualDx
An international registry published in the Journal of the American Academy of Dermatology in July 2020 found similar issues—the registry aimed to help doctors diagnose “COVID toes” — a rash associated with COVID-19. Of the 716 images in the registry, fewer than 2 percent showed images of Black patients, and fewer than 5 percent showed images of Hispanic and Latino patients.

Valerie Harvey, MD, MPH, a dermatologist and the president-elect of the Skin of Color Society — an education and advocacy group founded in 2004 — points out that there haven’t been enough clinical studies focused on skin conditions as they affect BIPOC groups.

“Certain conditions are more prevalent or present more uniquely across different populations,” says Dr. Harvey. “Some of these conditions haven’t been fully explored from a research basis.” She adds that there needs to be more training, “not only for dermatologists but for primary care physicians, too, to understand and be able to appreciate the nuances of how skin disease presents in different skin tones and hues and with different backgrounds.”

The lack of dermatologists of color is a problem as well. According to a paper published in 2022, only 3 percent of dermatologists in the United States are Black, even though Black people make up 13.4 percent of the U.S. population. Similarly, Hispanic and Latino dermatologists account for only 4.2 percent of these practitioners despite accounting for 18.5 percent of the wider population.

“There is certainly an urgent need for more diversity within the field of dermatology,” says Harvey. “We’re the second-to-last most diverse specialty,” she says, the least diverse being orthopedics.

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People of color might develop melanoma lesions on the bottoms of their feet, unlike white patients, who typically develop this skin cancer on sun-exposed areas.© 2021 VisualDx

Diseases and Conditions Can Look Different on Skin of Color Than on White Skin

Healthcare providers who don’t receive enough training about the symptoms of diseases or chronic conditions on various skin tones can have low confidence in diagnosing people with medium or dark skin tones.

“If you don’t have that foundation, you won’t be able to recognize [a disease] in the clinical setting,” says Harvey.

Diseases and conditions where this can come into play include:

  • Melanoma Healthcare professionals often diagnose this dangerous skin cancer at a later stage in Black and Hispanic and Latino patients, per the Melanoma Research Alliance.

    While people with light skin can develop melanoma lesions on the undersides of feet, on fingernails or toenails, on the palms of the hand, or inside the mouth, people of color more often develop melanoma in these areas. Individuals with lighter skin are more likely to find lesions on sun-exposed areas of skin. According to the Skin of Color Society, symptoms of melanoma on a fingernail or toenail can include a brown or black pigmented band.

  • Psoriasis On lighter skin tones, the condition typically looks red or pink with a silvery scale. Psoriasis may appear pink or red on those with light or fair skin tones. On medium skin tones, it can appear salmon-colored. People with darker skin tones might find that psoriasis appears violet or brown and is harder to identify.

  • Cellulitis This skin infection occurs when the immune system reacts to bacteria and causes a painful red mark to develop. This mark looks red on light skin, but on dark skin tones, it can appear dark purple. Warmth and swelling may also occur.

  • Vitiligo This condition, in which the immune system attacks pigment cells, results in white or lightened patches on the skin. Vitiligo affects all races, but as it progresses, it can be more distressing for patients of color because the discoloration is starker.

  • Eczema According to the National Eczema Association, eczema patches on darker skin tones tend to look brown, violet, or ash gray — not reddish, as it typically does in patients with lighter skin.

    People with dark skin are also more likely to develop small bumps on the arms, legs, and torso and around the hair follicles, as well as drier skin and dark under-eye circles that can thicken and become bumpy when scratched. Individuals are also more likely to experience post-inflammatory dyspigmentation. This is a condition in which the skin appears lighter or darker in areas the eczema has recently affected.

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Vitiligo can be more unsettling for BIPOC patients because the discoloration is more obvious than it is for white patients.© 2021 VisualDx

Some Patients and Physicians Are Taking Aim at the Problem

A number of physicians and patients, including both people of color and their allies, are creating new ways to share images of skin conditions to show how they affect BIPOC adults and children.

In 2020, at age 21, a medical student in the UK named Malone Mukwende published the clinical handbook Mind the Gap, a photo-driven reference guide to signs and symptoms on skin of color. Available online for free, it has been downloaded more than 250,000 times in more than 100 countries; the actress Lupita Nyong’o has tweeted about it and Angelina Jolie interviewed Mukwende for Time.

Mukwende is now working on a related social platform called Hutano, on which people with a specific disease or condition that affects their skin can create a profile, join a community of others facing the same challenges, and discuss their shared experiences.

Another change-maker is a North Carolina mother named Ellen Buchanan Weiss, who discovered the lack of medical images of brown skin when her mixed-race son developed a rash at age 2. She started an Instagram feed called Brown Skin Matters where parents and the general public can upload images of what a skin condition — anything from shingles to cancer — looks like on a real patient of color (who remains incognito). An MD reviews the photos before Weiss posts them.

An Ambitious New Collaboration May Help the Cause

The company VisualDx, which makes desktop and mobile apps for physicians that help them recognize skin symptom patterns in patients with various skin tones with an assist from artificial intelligence, launched a larger-scale effort in collaboration with Project Impact, the Skin of Color Society, and the New England Journal of Medicine Group. Project Impact aims to raise awareness about misdiagnosis and share resources and strategies that help physicians more accurately diagnose disease in Black and brown skin.

“We’re focused on all kinds of bias — racial and gender bias — and the reasons doctors make mistakes,” says Art Papier, MD, a dermatologist at the University of Rochester in New York and the founder of VisualDx.

The apps rely on VisualDx’s extensive library of images. A University of Connecticut study published in June 2020 in the Journal of the American Academy of Dermatology surveyed more than 15,000 images of skin conditions across six printed textbooks and two online resources, and found that VisualDx’s image library had the highest percentage of dark skin images (28.5 percent) compared with six printed textbooks (roughly 10 percent) and two web sources (about 22 percent).

“The key to good AI is good data,” says Dr. Papier. “We’ve been very purposeful since the inception of our company to collect imagery from people of all skin tones.”

Papier says he was inspired to create VisualDx after witnessing a misdiagnosis early in his career. When he was in training as a dermatology resident more than 20 years ago, he was in the ER when a patient with dark skin came into the intensive care unit with a severe rash caused by a rare condition called Stevens-Johnson syndrome.

The patient said the rash had started two weeks earlier, but other healthcare professionals hadn’t recognized its severity because it looks subtler on brown skin, Papier recalls. “That made me get committed to the idea of getting as many images as we could find in patients of color,” he says.

To Move Forward, Some Institutions Are Looking Back

A growing awareness of the impact of racism on dermatology is causing some institutions to come to terms with a problematic history and work to forge a new path forward.

A recent example involves Susan C. Taylor, MD, one of the founders of the Skin of Color Society and a coauthor of Dermatology for Skin of Color. In August 2021, Dr. Taylor became the vice chair of diversity, equity, and inclusion at the University of Pennsylvania’s Perelman School of Medicine (Penn Medicine) in Philadelphia.

Taylor was also named the university's inaugural Bernett L. Johnson Jr., MD, Professor. Dr. Johnson was a Black dermatology professor who distinguished himself for his work on diversity and inclusion during his more than two decades at Penn Medicine.

The Bernett Johnson Professorship was formerly named for the dermatologist Albert Kligman, MD, PhD. Known for his pioneering work on retinoid acid (Retin-A) as an acne and wrinkle treatment, Dr. Kligman has become notorious for conducting unethical research experiments on inmates, most of whom were Black, beginning in the 1950s and continuing for decades.

Acknowledging the various ways racism affects dermatology will hopefully pave the way to a healthier future for BIPOC patients. “I think there’s been appropriate attention finally being called to these issues,” says Harvey. “I hope it’s sustained and people will want to generally understand and improve, so we can deliver better care — excellent care — to our patients.”

The Takeaway

  • Doctors may be less likely to provide a timely diagnosis for skin conditions in people with medium or dark skin tones due to a shortage of studies and medical images in training materials.
  • Conditions that present differently in those with medium or dark skin tones include melanoma, vitiligo, cellulitis, psoriasis, and eczema.
  • Public, professional, and institutional collaborations and efforts like Brown Skin Matters and VisualDX are helping to close the knowledge gap and bring more timely skin disease diagnoses.

Resources We Trust

EDITORIAL SOURCES
Everyday Health follows strict sourcing guidelines to ensure the accuracy of its content, outlined in our editorial policy. We use only trustworthy sources, including peer-reviewed studies, board-certified medical experts, patients with lived experience, and information from top institutions.
Resources
  1. Lyman D. Would you recognize these Lyme disease rashes? Johns Hopkins Lyme Disease Research Center. April 23, 2024.
  2. Wilson BN et al. Evaluation of skin of color publication trends over the past 2 decades in the Journal of the American Academy of Dermatology. Journal of the American Academy of Dermatology. September 2023.
  3. Freeman EE. The spectrum of COVID-19–associated dermatologic manifestations: An international registry of 716 patients from 31 countries. Journal of the American Academy of Dermatology. July 2, 2020.
  4. El-Kashlan N et al. Disparities in Dermatology: A Reflection. Journal of Clinical and Aesthetic Dermatology. November 2022.
  5. Akhiyat S et al. Why dermatology is the second least diverse specialty in medicine: How did we get here? Clinics in Dermatology. February 19, 2022.
  6. Ongoro G et al. Skin Inclusion: Addressing Deficits in Medical Education to Promote Diversity in Dermatological Diagnosis and Treatment. Clinical, Cosmetic, and Investigational Dermatology. December 4, 2023.
  7. Melanoma & Skin of Color. Melanoma Research Alliance.
  8. Melanoma. Skin of Color Society.
  9. Can You Get Psoriasis if You Have Skin of Color? American Academy of Dermatology.
  10. Cellulitis: How long does it take to heal on legs? Harvard Medical School. November 20, 2023.
  11. Vitiligo. DermNetNZ. August 2022.
  12. Maybe it’s NOT vitiligo! University of Massachusetts Chan Medical School. January 20, 2020.
  13. Eczema in Skin of Color: What You Need to Know. National Eczema Association. September 22, 2023.
  14. Post Inflammatory Hyperpigmentation. StatPearls. November 25, 2024.
  15. Alvarado SM et al. Representation of Dark Skin Images of Common Dermatologic Conditions in Educational Resources: A Cross-Sectional Analysis. Journal of the American Academy of Dermatology. May 2021.
  16. Statement on Penn Medicine’s Recognition of the Legacy of Albert Kligman, MD, PhD. Perelman School of Medicine. August 20, 2021.
Lydia-J-Johnson-bio

Lydia J. Johnson, MD

Medical Reviewer
Lydia Johnson, MD, is a board-certified dermatologist. Her medical career of more than 20 years has included work in private practice and in an academic medical center, as well as various medical leadership positions, including department chair. In 2020, Dr. Johnson embarked upon a passionate journey to utilize her medical knowledge and experience to help create a more widespread and lasting impact on the individual and collective health of our community. She is doing this as a board-certified lifestyle medicine physician, board-certified dermatologist, and certified health coach.

Johnson envisions a future of healthcare that prioritizes and values maintenance of health, holistic well-being, and disease prevention. Through lifestyle medicine certification, she is committed to being a part of that transformation. As a coach, she empowers others to enjoy lives of optimal well-being and identify the ways to do so through lifestyle behaviors that are accessible to all. Her purpose is to help others thrive in all aspects of their lives, with a foundation of optimal health.
salma-abdelnour-gilman-bio

Salma Abdelnour Gilman

Author
Salma Abdelnour Gilman is a writer and editor focusing on travel, food, and health, among other topics. She’s been an editor at NBC News Digital, Food & Wine, and O, The Oprah Magazine, and has written for The New York Times, Parents magazine, and many other outlets. In 2022, she won a First Place award for Diversity in Digital Features from the Society for Features Journalism for her Everyday Health story, "Too Many Doctors Are Misdiagnosing Disease on Skin of Color."
Abdelnour Gilman is the author of the travel memoir Jasmine and Fire: A Bittersweet Year in Beirut, and wrote a chapter about later-in-life motherhood for the anthology Tick Tock: Essays on Becoming a Parent After 40.

She received a bachelor's degree in philosophy from the University of California at Berkeley, and currently works at the City University of New York’s Graduate School of Journalism. She lives in Brooklyn with her husband and two kids.