• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
Healthbreast cancer

A 5-minute test can estimate your odds of developing breast cancer—but not if you’re biracial

By
Lindsey Leake
Lindsey Leake
Down Arrow Button Icon
By
Lindsey Leake
Lindsey Leake
Down Arrow Button Icon
March 23, 2024, 7:00 AM ET
The Breast Cancer Risk Assessment Tool (BCRAT) is an online calculator designed to predict a woman’s risk of developing invasive breast cancer in both the short term and their lifetime. But it doesn’t allow bi- or multiracial women to accurately input their race and ethnicity.
The Breast Cancer Risk Assessment Tool (BCRAT) is an online calculator designed to predict a woman’s risk of developing invasive breast cancer in both the short term and their lifetime. But it doesn’t allow bi- or multiracial women to accurately input their race and ethnicity.Alvaro Medina Jurado—Getty Images

Google searches for “breast cancer risk assessment” soared last week when actress Olivia Munn shared on Instagram that her OB/GYN had used the tool to predict her likelihood of developing the disease and “saved my life.” The 43-year-old was diagnosed with luminal B breast cancer two months after receiving a normal mammogram.

Recommended Video

The Breast Cancer Risk Assessment Tool (BCRAT) is an online calculator designed to predict a woman’s risk of developing invasive breast cancer in both the short term, within five years, and their lifetime, up to age 90.

Using components of your medical history, such as your age at the time of your first menstrual period and how many of your first-degree relatives have had breast cancer, the tool is supposed to calculate your risk in about five minutes. It’s available for free on the National Cancer Institute (NCI) website but is intended for health professionals. Still, if you’re as curious as I am, you couldn’t resist completing the quiz-like form yourself.

Turns out it was a fool’s errand—the BCRAT wasn’t designed for people like me. Or Munn, for that matter.

In the demographics section, the assessment asks, “What is the patient’s race/ethnicity?” There were six options in the dropdown menu, in this order: “White,” “African American,” “Hispana/Latina,” “Asian American,” “American Indian or Alaskan Native,” and “Unknown.” None of these options alone would do—and I could only pick one.

I guarantee that if you ask someone who’s bi- or multiracial what it’s like to fill out a form, they’ll have a story for you. I, the daughter of a Black father and a white mother, have my share. Over the decades my options have expanded to such exotic categories as “Other,” “Biracial,” “Multiracial,” “Mixed Race,” “Some Other Race,” or “Two or More Races.” Sometimes I have the luxury of picking two.

It’s disheartening, but the lack of an appropriate racial/ethnic category on the BCRAT, however, may have serious consequences.

Young African American woman prepares for a breast exam, mammogram from her gynecologist doctor at hospital or clinic.
Mixed-race women are used to not fitting into one racial/ethnic box on forms. In 2024, they’re still being left out of an algorithm that may help gauge their breast cancer risk.
Getty Images

Cancer epidemiologist: Lack of data on nonwhite women mars risk estimates

The lack of a single bi/multiracial option makes sense; I assume my Black/white risk would differ from that of a woman with, say, an Asian/white background like Munn. But in the age of AI—not to mention a burgeoning multiracial population in the U.S.—surely the algorithm could let me choose two and calculate my risk?

The NCI acknowledges the BCRAT’s limitations, namely a lack of diverse racial and ethnic data, which can skew results. The tool may underestimate risk for Black women with previous biopsies and Hispanic women born outside the U.S., and offer inaccurate risk estimates for American Indian and Alaskan Native women.

“The more data you can give an algorithm or a prediction tool or an AI, the better it’s going to be in giving you an answer, in this case, a risk estimate,” Robin Hines, Ph.D., a cancer epidemiologist at the University of Central Florida College of Medicine, tells Fortune. “If I have 280,000 women, I’m going to have much less error in my estimate than I will have if I have just over 3,000 women.”

Hines is referring to the 280,000 white women in the Breast Cancer Detection Demonstration Project. Their data, along with information from the NCI Surveillance, Epidemiology, and End Results (SEER) Program, were used to create the BCRAT. Risk estimates for nonwhites are based on SEER and other study data for far fewer women in these racial and ethnic groups:

  • Black: 3,244
  • Hispanic: 2,497
  • Asian and Pacific Islander: 1,563

Dr. Mitchell Gail, now a senior investigator in the Biostatistics Branch of the NCI Division of Cancer Epidemiology and Genetics, developed the calculator in 1989, before the National Institutes of Health Revitalization Act of 1993 called for “an increase in the number of women and individuals from disadvantaged backgrounds (including racial and ethnic minorities) in the fields of biomedical and behavioral research.” Also known as the Gail Model, the BCRAT algorithm was last revised in 2017 and may be updated periodically as new data become available, according to the NCI.

Portrait of a group of enthusiastic woman taking part in a fitness event to raise awareness for breast cancer.
The Breast Cancer Risk Assessment Tool (BCRAT) may underestimate risk for Black women with previous biopsies and Hispanic women born outside the U.S., and offer inaccurate risk estimates for American Indian and Alaskan Native women.
Cecilie Arcurs—Getty Images

Olivia Munn’s OB/GYN wants you to know your breast cancer risk

I took the BCRAT twice. When I input “African American,” the tool generated a lifetime risk of 9.8%, compared to an average risk of 10.1% among 35-year-old Black women in the U.S. When I input “White,” my risk jumped to 12.4%, compared to an average of 12.6%. I don’t know the nuances of the algorithm, but my biracial risk is probably more complicated than simply averaging the two scores.

How, then, did Munn’s OB/GYN, Dr. Thaïs Aliabadi, calculate the biracial actress’s risk? Aliabadi, who’s preparing to launch a calculator on the website of her new podcast, SHE MD, declined to specify which assessment tool(s)—the BCRAT is one of many—she used for Munn. But in her push to get every woman to understand her risk of breast cancer, Aliabadi tells Fortune the lack of racially and ethnically diverse tools is an issue.

“We have good tools to use for the general population but, obviously, we need to have more studies and focus more on different ethnicities,” she says. “Hopefully, by collecting a lot of data—and artificial intelligence—we’ll be able to put all this data together and come out with a better test.”

Progress is already being made. The Black Women’s Health Study Breast Cancer Risk Calculator launched in 2021 and estimates short-term risk for women between the ages of 30 and 70. It gave me a 10-year risk of 0.8%, compared to an average of 0.9%.

President Joe Biden on Monday signed the Executive Order on Advancing Women’s Health Research and Innovation, which concedes “we know far too little about women’s health across women’s lifespans, and those gaps are even more prominent for women of color, older women, and women with disabilities.” It calls for the investment of federal dollars in closing that gap.

For now, Aliabadi’s biggest concern is that not enough women—regardless of their race or ethnicity—are even aware of their ballpark risk, myself included. That I’m 35 and had never heard of a breast cancer risk assessment until Munn’s Instagram announcement is “exactly the problem,” she says. While I’m dissatisfied that most existing tools don’t, or can’t, account for biracial women, I do feel empowered with at least an idea of my risk. And though my estimates are relatively low, they’ve prompted questions I want to ask my doctor.

“I want to change that and make that standard of care for all women—not just high-risk women, all women,” Aliabadi tells Fortune. “It takes two minutes. Look at how much time we spend doing other things in life. What’s two minutes to calculate your lifetime risk of breast cancer?” 

For more on breast cancer risk and prevention:

  • You should start getting mammograms at age 40, not 50, according to new guidelines
  • People with breast cancer won’t always notice a lump. 5 lesser-known symptoms both men and women should watch for
  • Scientists discover evidence of 4 more breast cancer genes—and potentially many others: ‘The risks can be significant for women who carry them’
  • Cancer vaccines are already a reality. Here’s what you need to know about the cutting-edge technology that could usher in an era of personalized medicine

Subscribe to Well Adjusted, our newsletter full of simple strategies to work smarter and live better, from the Fortune Well team. Sign up for free today.

About the Author
By Lindsey Leake
LinkedIn iconTwitter icon
See full bioRight Arrow Button Icon

Latest in Health

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in Health

raw milk
Politicsmilk
Risk of paralysis, bacteria, even death is no match for Americans’ thirst for raw milk
By Laura Ungar, Jonel Aleccia and The Associated PressApril 29, 2026
51 minutes ago
The Best Protein Shakes of 2026: Tasted and Approved by Nutrition Experts
HealthDietary Supplements
The Best Protein Shakes of 2026: Tasted and Approved by Nutrition Experts
By Christina SnyderApril 29, 2026
7 hours ago
aging
HealthLongevity
We’re the CEOs of Peloton and the Hospital for Special Surgery. Living longer isn’t enough, we need to live better, too
By Bryan T. Kelly and Peter SternApril 29, 2026
8 hours ago
AI is changing who gets to be an expert. Are your colleagues ready to become ‘directors of intelligence’?
AIProductivity
AI is changing who gets to be an expert. Are your colleagues ready to become ‘directors of intelligence’?
By Bruce BroussardApril 29, 2026
11 hours ago
Robert F. Kennedy Jr. sits at a cafeteria table with schoolchildren.
EconomyEducation
More than two-thirds of U.S. schools say they’re unable to afford the cost of student free lunch—and MAHA’s dietary guidelines may make it worse
By Sasha RogelbergApril 29, 2026
11 hours ago
From Warren Buffett to Tim Cook, these 5 Fortune 500 legends all share the same childhood job
SuccessWarren Buffett
From Warren Buffett to Tim Cook, these 5 Fortune 500 legends all share the same childhood job
By Sydney LakeApril 29, 2026
13 hours ago

Most Popular

Apple cofounder Ronald Wayne—whose stake would be worth up to $400 billion had he not sold it in 1976—says that at 91, he has no regrets
Success
Apple cofounder Ronald Wayne—whose stake would be worth up to $400 billion had he not sold it in 1976—says that at 91, he has no regrets
By Preston ForeApril 27, 2026
2 days ago
‘The cost of compute is far beyond the costs of the employees’: Nvidia executive says right now AI is more expensive than paying human workers
AI
‘The cost of compute is far beyond the costs of the employees’: Nvidia executive says right now AI is more expensive than paying human workers
By Sasha RogelbergApril 28, 2026
2 days ago
‘Take the money and run’: Johns Hopkins economist Steve Hanke on why the UAE quit OPEC
Energy
‘Take the money and run’: Johns Hopkins economist Steve Hanke on why the UAE quit OPEC
By Shawn TullyApril 29, 2026
14 hours ago
Current price of gold as of April 28, 2026
Personal Finance
Current price of gold as of April 28, 2026
By Danny BakstApril 28, 2026
1 day ago
The U.S. military may have already used up half of its most expensive missiles, and it could take up to 4 years to rebuild its stockpiles
Politics
The U.S. military may have already used up half of its most expensive missiles, and it could take up to 4 years to rebuild its stockpiles
By Sasha RogelbergApril 24, 2026
5 days ago
Current price of silver as of Tuesday, April 28, 2026
Personal Finance
Current price of silver as of Tuesday, April 28, 2026
By Joseph HostetlerApril 28, 2026
1 day ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.