Phenotypic and genetic associations of quantitative magnetic susceptibility in UK Biobank brain imaging.
Chaoyue WangAurea B Martins-BachFidel Alfaro-AlmagroGwenaëlle DouaudJohannes C KleinAlberto LleraCristiana FisconeRichard BowtellLloyd T ElliottStephen M SmithBenjamin C TendlerKarla L MillerPublished in: Nature neuroscience (2022)
A key aim in epidemiological neuroscience is identification of markers to assess brain health and monitor therapeutic interventions. Quantitative susceptibility mapping (QSM) is an emerging magnetic resonance imaging technique that measures tissue magnetic susceptibility and has been shown to detect pathological changes in tissue iron, myelin and calcification. We present an open resource of QSM-based imaging measures of multiple brain structures in 35,273 individuals from the UK Biobank prospective epidemiological study. We identify statistically significant associations of 251 phenotypes with magnetic susceptibility that include body iron, disease, diet and alcohol consumption. Genome-wide associations relate magnetic susceptibility to 76 replicating clusters of genetic variants with biological functions involving iron, calcium, myelin and extracellular matrix. These patterns of associations include relationships that are unique to QSM, in particular being complementary to T2* signal decay time measures. These new imaging phenotypes are being integrated into the core UK Biobank measures provided to researchers worldwide, creating the potential to discover new, non-invasive markers of brain health.
Keyphrases
- high resolution
- white matter
- resting state
- extracellular matrix
- genome wide
- magnetic resonance imaging
- molecularly imprinted
- alcohol consumption
- healthcare
- public health
- functional connectivity
- cerebral ischemia
- dna methylation
- multiple sclerosis
- mass spectrometry
- iron deficiency
- copy number
- gene expression
- chronic kidney disease
- weight loss
- social media
- blood brain barrier
- magnetic resonance
- brain injury
- subarachnoid hemorrhage