Health
US Researchers Develop New Tool to Predict Disease Risk from Rare Genetic Mutations
A team of scientists in New York has developed a new model designed to help doctors interpret complex genetic test results and provide patients with clearer guidance on their health risks. The research, published in the journal Science, could improve early detection of serious conditions and reduce unnecessary medical treatments.
Genetic testing can identify changes, or variants, in a person’s DNA, but interpreting the results is often difficult. While some variants directly cause disease, many others have little or no effect, leaving doctors and patients uncertain about what the findings mean. The problem is compounded by the fact that most diseases result not from a single mutation, but from the combined influence of multiple genes and environmental factors.
To address this challenge, researchers at the Icahn School of Medicine at Mount Sinai built a model that draws on both genetic information and electronic health records (EHRs), which include lab results and a patient’s medical history. By combining these data sources, the model can calculate the likelihood that an individual with a specific variant will develop conditions such as breast cancer or polycystic kidney disease.
“Traditional genetic tests often leave patients in limbo, because the results don’t always provide a clear answer,” said Professor Ron Do, one of the study’s senior authors. “By using real-world medical data—like cholesterol levels and blood counts that are already part of routine care—we can make far more accurate predictions about disease risk.”
The researchers trained the model on more than one million health records and applied it to patients carrying rare genetic mutations. Each patient was assigned a risk score between zero and one, reflecting the probability of developing a particular condition. In total, the team calculated risk scores for more than 1,600 genetic variants.
In some cases, the tool clarified the significance of variants previously labelled as “uncertain.” For example, the model revealed strong links between specific mutations and known diseases, providing new insights for clinicians.
Dr. Iain Forrest, the study’s lead author, said the tool is intended to support, not replace, doctors. “This model could guide decisions on whether a patient needs further screening, preventive steps, or reassurance that their genetic result poses little risk,” he explained.
The team is now working to expand the model by including a wider range of genetic variants, more diseases, and a more diverse patient population to ensure broader accuracy.
“Ultimately, our work highlights a future where clinical data and genetic information can be combined to give patients more personalised and actionable answers,” Do said.
If widely adopted, the approach could change the way genetic testing is used in medicine—helping patients avoid unnecessary interventions while ensuring those at higher risk receive timely care.
Health
North African Dust Set to Worsen Air Quality Across Portugal
Health
New Zealand Approves MDMA Treatment for Severe PTSD Under Strict Medical Controls
Health
Irregular Sleep Patterns Linked to Higher Anxiety Risk Among Teenagers
Teenagers who regularly change their sleeping patterns between weekdays and weekends may face a greater risk of anxiety, according to a new study from researchers at the University of Southampton in the United Kingdom.
The findings come as students return to school after the summer break, when many adolescents may have become accustomed to later nights and longer mornings. The shift back to early school schedules can create a mismatch between weekday and weekend sleep patterns, a phenomenon researchers describe as “social jet lag.”
A review of 12 studies involving more than 230,000 participants found that teenagers experiencing greater levels of social jet lag were more likely to report higher levels of anxiety. The relationship also appeared to work in the opposite direction, with higher anxiety associated with greater disruption to sleep schedules.
However, researchers stressed that the findings show an association rather than proving that irregular sleep directly causes anxiety.
The study highlights the importance of encouraging healthy and consistent sleeping habits as part of efforts to support adolescent mental health. Anxiety is already one of the most common mental health problems among young people.
The World Health Organization estimates that anxiety disorders affect about 4.4% of children aged 10 to 14 and 5.5% of those aged 15 to 19 worldwide. Such disorders involve persistent fear or nervousness that can be difficult to control.
Researchers say adolescence is a particularly important period for sleep because biological changes naturally alter young people’s body clocks.
Sarah Chellappa, a co-author of the study from the University of Southampton, said teenagers generally experience a shift toward later sleep during puberty.
“During puberty, the body’s internal clock usually shifts back by a few hours,” she said, meaning teenagers naturally become sleepy later and may need to wake later as well.
Early school starts can conflict with this biological change. Social activities, online communication and other demands can also reduce the amount of sleep teenagers get during the week.
Hannah Ravenhall, lead author of the study, said the issue should not be viewed solely as a matter of individual responsibility.
She said broader social systems can influence young people’s sleep and called for greater recognition of the biological changes that occur during adolescence.
The researchers suggested that schools could consider whether their start times adequately reflect teenagers’ changing sleep needs. Parents could also review evening routines, including rules around screen use.
Rather than simply encouraging teenagers to go to bed earlier, the researchers argue that more consistent schedules and changes to the environments in which young people live and study could help support better sleep and mental wellbeing.
-
Entertainment2 years agoMeta Acquires Tilda Swinton VR Doc ‘Impulse: Playing With Reality’
-
Sports2 years agoChina’s Historic Olympic Victory Sparks National Pride Amid Controversy
-
Business2 years agoSaudi Arabia’s Model for Sustainable Aviation Practices
-
Business2 years agoRecent Developments in Small Business Taxes
-
Home Improvement2 years agoEffective Drain Cleaning: A Key to a Healthy Plumbing System
-
Politics2 years agoWho was Ebrahim Raisi and his status in Iranian Politics?
-
Sports2 years agoKeely Hodgkinson Wins Britain’s First Athletics Gold at Paris Olympics in 800m
-
Business2 years agoCarrectly: Revolutionizing Car Care in Chicago
