Genetic overlaps in 72 long-term health conditions identified microbiologystudy

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The largest study to date to analyze millions of both genetic and patient records on the long-term health conditions of later life has identified opportunities for new ways to prevent and treat multiple overlapping conditions.

Currently, 9 million people in the U.K. live with two or more long-term conditions at the same time—known as multimorbidity. Their treatment accounts for half of the NHS budget.

Led by the University of Exeter Medical School, the GEMINI study looked at both genetics and clinical information from more than three million people in the U.K. and Spain.

Published in eBioMedicine, the research has identified genetic overlaps in 72 long-term health conditions associated with aging, to identify where specific genes are linked to two or more conditions.

With more than 2,500 combinations of conditions analyzed, the program aims to unlock cases where a drug or prevention strategies can prevent or delay the onset of multimorbidity. It also revealed genetic connections that explain why certain conditions may be more likely to co-occur in the same patient.

The research comes after the Government’s Chief Scientific Advisor, Professor Chris Whitty, highlighted improving the treatment of people with one or more long term conditions—known as multimorbidity—as a key priority for research.

Dr. Joao Delgado, at the University of Exeter Medical School led the research. He said, “Overlapping long-term conditions have a huge impact on the lives of millions of people and are difficult and costly to treat. For the first time, we’ve combined analysis of both genetics and clinical records on a massive scale, in a new and robust approach to identify where genes play a critical role in more than one condition.

“We’re now working to drill down into specific combinations of conditions, and expect to reveal drugs or lifestyle changes that already work for treating existing conditions that can be repurposed to prevent multimorbidity, with promising results. For example, we identified the role of treatable conditions, such as B12 deficiency and iron deficiency anemia in the development of multimorbidity. This will lead to a more personalized approach to prevention and treatment in multimorbidity.”

Co-author Professor Jane Masoli, of the University of Exeter Medical School, said, “A known problem in treating overlapping health conditions is that clinical services and guidelines largely address single disease groups and not the bigger picture. Studying multiple conditions is really complex and until now research has also focused on one condition at a time.

“This research, provides a platform for researching what causes overlapping health conditions, and will have major benefits for rapidly progressing medical understanding to ultimately improve people’s lives. Treating people in a more personalized way, as a whole person rather than by single disease, is likely to deliver better quality for people living with multiple conditions, and reduce the burden on health services.”

More information:
Olivia Murrin et al, A systematic analysis of the contribution of genetics to multimorbidity and comparisons with primary care data, eBioMedicine (2025). DOI: 10.1016/j.ebiom.2025.105584

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University of Exeter


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Genetic overlaps in 72 long-term health conditions identified (2025, February 7)
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