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A new study led by researchers at the Leverhulme Centre for Demographic Science (LCDS), University of Oxford, has been featured on the cover of the October 2026 issue of Nature Medicine, presenting the first in-depth analysis of health and disease patterns among 1.9 million participants in the UK's Our Future Health programme.
The research, led by LCDS PhD researcher Vincent Straub, alongside Professor Melinda Mills and colleagues, provides new insights into one of the world's largest health research cohorts. Our Future Health aims to recruit five million UK adults to improve the prevention, early detection and treatment of disease.
Using health and disease data from 1.9 million participants, the researchers examined patterns of health conditions, lifestyle factors and demographic characteristics, comparing their findings with national estimates and data from UK Biobank.
The study identified several important findings, including a higher prevalence of self-reported mental health conditions such as depression and anxiety compared with national estimates, and lower rates of lung cancer among participants. The researchers also found that many established associations between health conditions and clinical risk factors were consistent with those observed in UK Biobank.
While the findings demonstrate the potential of Our Future Health as a major resource for population health research, the study also highlights the importance of ensuring that the cohort represents the diversity of the UK population. Some ethnic minority groups and people living in the most socioeconomically deprived areas remain underrepresented, emphasising the need for continued efforts to make health research more inclusive.
The research team also used Phenofhy, a custom software library led by Vincent Straub and developed to support the analysis of Our Future Health data. Read more about it in the Nature Genetics article by Vincent and Melinda: Enabling secure discovery in trusted research environments with improved tooling.
From research to the cover of Nature Medicine
In addition to leading the research, Vincent Straub created the artwork featured on the October issue's cover of Nature Medicine.
The illustration depicts an arched window framing a map of the UK, surrounded by diverse households representing the programme's nationwide recruitment strategy.
The study was conducted by Vincent Straub, Stefania Benonisdottir, Giovanni Scotti Bentivoglio, Neil Wary, Robert Campbell, Augustine Kong and Melinda Mills, bringing together expertise in demographic science, population health and large-scale health data analysis.
The research was supported by The Leverhulme Trust, EU Horizon funding, the European Research Council, the Einstein Foundation Berlin, the Economic and Social Research Council, the ESRC Centre for Population Change and Connecting Generations, and Nuffield College.
Read the full study in Nature Medicine: Phenomic profiles and disease patterns of 1.9 million participants from Our Future Health.
