Can photograph reveal your biological age?

Observer

10-05-2025

Christina Caron
The author is a reporter, covering mental health
It's no secret that some people appear to age faster than others, especially after enduring stressful periods. But some scientists think a person's physical appearance could reveal more about them than meets the eye — down to the health of their tissues and cells, a concept known as 'biological age.' In a new study, published on Thursday in The Lancet Digital Health, researchers trained artificial intelligence to estimate the biological ages of adults with cancer by analyzing photos of their faces. Study participants with younger estimates tended to fare better after treatment than those deemed older by AI, researchers at Mass General Brigham found.
The findings suggest that people's biological age estimates are closely linked to their physical health, which could reflect their ability to survive certain treatments, the authors of the study said. And in the future, facial age analysis may become more useful than age alone in helping doctors make tough calls about their patients' treatment, they added. Face-based aging tools have 'extraordinary potential' to help doctors quickly and inexpensively estimate how healthy their patients are, compared with existing tests, which use blood or saliva to measure chemical and molecular changes associated with aging, said William Mair, a professor of molecular metabolism at the Harvard T H Chan School of Public Health who was not involved in the study. While doctors usually visually estimate how healthy their patients are for their age, a tool like this could draw in much more data to make a better estimate, he added.
FaceAge, the machine learning tool created by researchers at Mass General Brigham, found that study subjects with cancer appeared five years older than their chronological age. The biological age of people without cancer was typically close to their actual age. And those who were categorized as older were more likely to die, either from cancer or other causes. The researchers are not the first to find a link between facial and biological aging: A study in Denmark found that subjects who looked older than their chronological age tended to die earlier than their twins, and other studies have come to similar conclusions.
FaceAge was trained on a database of more than 56,000 images of people age 60 and older, mostly sourced from Wikipedia and the movie database IMDB. The researchers then asked it to assess the age of study participants, most of whom had cancer, using photographs alone. Doctors could one day use FaceAge to decide whether to provide different treatment depending on a patient's estimated biological age, said Dr Raymond H Mak, a radiation oncologist at Mass General Brigham who worked on the study.
Preliminary data suggests that FaceAge goes beyond the visual markers of age we might look to, like wrinkles, gray hair or baldness, and instead flags less obvious factors like hollowing of the temples (which reflects a loss of muscle mass) and the prominence of the skin folds on either side of the mouth, Mak said.