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While deep gray matter structures are implicated early and\/or strongly in these processes, the independent effects of various age\u2010related neuropathologies on these structures remain poorly understood. The goal of this study was to investigate the independent association of various age\u2010related neuropathologies with the volume and shape of deep gray matter structures in a large number of community\u2010based older adults that came to autopsy. Cerebral hemispheres from 842 participants of four community studies at the Rush Alzheimer's Disease Center were imaged with MRI ex\u00a0vivo and underwent detailed neuropathologic examination. Linear regression was used to study the association of various neuropathologies with the volume and shape of six deep gray matter structures (hippocampus, amygdala, caudate, thalamus, nucleus accumbens, putamen) controlling for age at death, sex, years of education, scanner, and postmortem intervals. Both the volumetric and shape analyses showed independent associations of tangles with structural abnormalities in all deep brain structures, of limbic\u2010predominant age\u2010related TDP\u201043 encephalopathy neuropathological change (LATE\u2010NC) with hippocampus and amygdala, of atherosclerosis with hippocampus, and of gross infarcts with caudate (all <jats:italic>p<\/jats:italic>\u2009&lt;\u20090.05 corrected for multiple comparisons). Shape analysis revealed the corresponding independent spatial patterns of inward deformation and also showed additional associations of neuropathologies with deep brain structures (<jats:italic>p<\/jats:italic>\u2009&lt;\u20090.05 corrected for multiple comparisons). When analyses were repeated in left and right hemispheres separately, the results were mostly similar in both hemispheres. Mixed pathologies are very common in the older adult brain and the present comprehensive study disentangles their independent effects on multiple deep gray matter structures. These neuropathologic signatures may potentially be used in combination with other features toward in\u00a0vivo prediction of neuropathologies which could have important implications in future clinical trials and the development of prevention and treatment strategies.<\/jats:p>","DOI":"10.1002\/hbm.70273","type":"journal-article","created":{"date-parts":[[2025,6,28]],"date-time":"2025-06-28T06:04:57Z","timestamp":1751090697000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Neuropathological Correlates of Volume and Shape of Deep Gray Matter Structures in Community\u2010Based Older Adults"],"prefix":"10.1002","volume":"46","author":[{"given":"Khalid","family":"Saifullah","sequence":"first","affiliation":[{"name":"Department of Biomedical Engineering Illinois Institute of Technology  Chicago Illinois 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