ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries

PM Thompson, N Jahanshad, CRK Ching… - Translational …, 2020 - nature.com
This review summarizes the last decade of work by the ENIGMA (E nhancing N euro I
maging G enetics through M eta A nalysis) Consortium, a global alliance of over 1400 …

[HTML][HTML] Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization

F Hu, AA Chen, H Horng, V Bashyam, C Davatzikos… - NeuroImage, 2023 - Elsevier
Magnetic resonance imaging and computed tomography from multiple batches (eg sites,
scanners, datasets, etc.) are increasingly used alongside complex downstream analyses to …

Heart-brain connections: Phenotypic and genetic insights from magnetic resonance images

B Zhao, T Li, Z Fan, Y Yang, J Shu, X Yang, X Wang… - Science, 2023 - science.org
Cardiovascular health interacts with cognitive and mental health in complex ways, yet little is
known about the phenotypic and genetic links of heart-brain systems. We quantified heart …

Disparities in the pace of biological aging among midlife adults of the same chronological age have implications for future frailty risk and policy

ML Elliott, A Caspi, RM Houts, A Ambler, JM Broadbent… - Nature aging, 2021 - nature.com
Some humans age faster than others. Variation in biological aging can be measured in
midlife, but the implications of this variation are poorly understood. We tested associations …

[HTML][HTML] Image processing and Quality Control for the first 10,000 brain imaging datasets from UK Biobank

F Alfaro-Almagro, M Jenkinson, NK Bangerter… - Neuroimage, 2018 - Elsevier
UK Biobank is a large-scale prospective epidemiological study with all data accessible to
researchers worldwide. It is currently in the process of bringing back 100,000 of the original …

Harmonization of multi-site diffusion tensor imaging data

JP Fortin, D Parker, B Tunç, T Watanabe, MA Elliott… - Neuroimage, 2017 - Elsevier
Diffusion tensor imaging (DTI) is a well-established magnetic resonance imaging (MRI)
technique used for studying microstructural changes in the white matter. As with many other …

Widespread white matter microstructural differences in schizophrenia across 4322 individuals: results from the ENIGMA Schizophrenia DTI Working Group

S Kelly, N Jahanshad, A Zalesky, P Kochunov… - Molecular …, 2018 - nature.com
The regional distribution of white matter (WM) abnormalities in schizophrenia remains poorly
understood, and reported disease effects on the brain vary widely between studies. In an …

White matter disturbances in major depressive disorder: a coordinated analysis across 20 international cohorts in the ENIGMA MDD working group

LS Van Velzen, S Kelly, D Isaev, A Aleman… - Molecular …, 2020 - nature.com
Alterations in white matter (WM) microstructure have been implicated in the pathophysiology
of major depressive disorder (MDD). However, previous findings have been inconsistent …

The development of brain white matter microstructure

C Lebel, S Deoni - Neuroimage, 2018 - Elsevier
Throughout infancy, childhood, and adolescence, our brains undergo remarkable changes.
Processes including myelination and synaptogenesis occur rapidly across the first 2–3 years …

Abnormal asymmetries in subcortical brain volume in schizophrenia

N Okada, M Fukunaga, F Yamashita… - Molecular …, 2016 - nature.com
Subcortical structures, which include the basal ganglia and parts of the limbic system, have
key roles in learning, motor control and emotion, but also contribute to higher-order …