Neurodevelopmental copy-number variants increase risk of internalizing and cardiometabolic multimorbidity: Findings from the UK Biobank
Internalizing and cardiometabolic multimorbidity (ICM-MM) represents a major clinical challenge, negatively impacting life expectancy and quality of life and resulting in considerable healthcare costs. Individuals with a copy-number variant associated with increased risk of neurodevelopmental conditions (ND-CNV) are more likely to develop mental or physical ill health; however, the effects on ICM-MM remain poorly understood. We used data from the UK Biobank (ND-CNV N = 7,549, 1.62%) to examine the effect of ND-CNVs on ICM-MM. ICM-MM was defined as a combination of any internalizing condition (depression, anxiety, or somatic symptom disorder) with each of five cardiometabolic conditions (hypertension, dyslipidemia, obesity, type 2 diabetes (T2D), and chronic kidney disease). We also studied whether ICM-MM risk in those with ND-CNVs differed by sex or presence of a deletion versus a duplication. We established associations between dosage-sensitive genes within ND-CNVs and ICM-MM and explored the interaction between the presence of ND-CNVs and polygenic risk scores (PRSs) of internalizing and cardiometabolic traits on ICM-MM risk. The presence of ND-CNVs was associated with ICM-MM (odds ratio [OR] range: 1.21-1.57). Female participants with ND-CNVs were more likely to have any internalizing condition and T2D, and those with a deletion were more likely to have any internalizing condition and obesity. The number of deleted haploinsufficient genes, but not duplicated triplosensitive genes, was associated with ICM-MM. No interactions between ND-CNVs and PRSs were found. We find that ND-CNVs increase the likelihood of ICM-MM, with evidence of sex differences and stronger effects for deletions. Increased clinical awareness can help ameliorate this risk.
Authors
- Rupert Payne (ORCID: https://orcid.org/0000-0002-5842-4645)
- Golam Mohammed Khandaker (ORCID: https://orcid.org/0000-0002-4935-9220)
- Jane Sprackman (ORCID: https://orcid.org/0009-0000-9970-7185)
- Ioanna Katzourou (ORCID: https://orcid.org/0000-0002-2653-1614)
- Ruby S. M. Tsang (ORCID: https://orcid.org/0000-0002-2520-526X)
- Inês Barroso (ORCID: https://orcid.org/0000-0001-5800-4520)
- Megan L. Wood (ORCID: https://orcid.org/0000-0003-1882-2355)
- Jack F. G. Underwood (ORCID: https://orcid.org/0000-0003-1731-6039)
- Lam Opal Huang (ORCID: https://orcid.org/0000-0001-7592-0942)
- Daniel Stow (ORCID: https://orcid.org/0000-0002-9534-4521)
- Hilary C. Martin (ORCID: https://orcid.org/0000-0002-4454-9084)
- Morteza Vaez (ORCID: https://orcid.org/0000-0002-6256-5045)
- John AA Macleod
- Andrés Ingason
- Sarah Finer
- Mark Mon-Williams
- Shahid Khan
- Julie P. Clayton
- Nabila Ali
- Marianne B.M. van den Bree
- George Kirov
- Thomas Werge
- Jack F.J. Underwood
- Nicholas J. Timpson
- Jane Lynch
- James T.R. Walters
- David A. van Heel
- Ruby S.M. Tsang
- Nicolas Timpson
- Peter A. Holmans
- Michael J. Owen
Institutions
- University of Leeds (GB)
- Queen Mary University of London (GB)
- University of Exeter (GB)
- University of Bristol (GB)
- Cardiff University (GB)
Publication Details
- Journal
- The American Journal of Human Genetics
- Published
- 2026-04-01
- DOI
- https://doi.org/10.1016/j.ajhg.2026.02.021
- Primary Topic
- Genomic variations and chromosomal abnormalities
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Medical Research Council