Characterizing heterogeneity in neuroimaging, cognition, clinical symptoms, and genetics among patients with late-life depression

J Wen, CHY Fu, D Tosun, Y Veturi, Z Yang… - JAMA …, 2022 - jamanetwork.com
Importance Late-life depression (LLD) is characterized by considerable heterogeneity in
clinical manifestation. Unraveling such heterogeneity might aid in elucidating etiological …

Machine learning approaches for integrating clinical and imaging features in late‐life depression classification and response prediction

MJ Patel, C Andreescu, JC Price… - … journal of geriatric …, 2015 - Wiley Online Library
Objective Currently, depression diagnosis relies primarily on behavioral symptoms and
signs, and treatment is guided by trial and error instead of evaluating associated underlying …

[HTML][HTML] Genome-wide association for major depression through age at onset stratification: major depressive disorder working group of the psychiatric genomics …

RA Power, KE Tansey, HN Buttenschøn… - Biological …, 2017 - Elsevier
Background Major depressive disorder (MDD) is a disabling mood disorder, and despite a
known heritable component, a large meta-analysis of genome-wide association studies …

Coordinate-based network mapping of brain structure in major depressive disorder in younger and older adults: a systematic review and meta-analysis

P Zhukovsky, JAE Anderson… - American Journal of …, 2021 - Am Psychiatric Assoc
Objective: Structural neuroimaging findings in younger and older adults with major
depressive disorder (MDD) are highly heterogeneous, possibly as a result of methodological …

Quantifying deviations of brain structure and function in major depressive disorder across neuroimaging modalities

NR Winter, R Leenings, J Ernsting, K Sarink… - JAMA …, 2022 - jamanetwork.com
Importance Identifying neurobiological differences between patients with major depressive
disorder (MDD) and healthy individuals has been a mainstay of clinical neuroscience for …

Brain aging in major depressive disorder: results from the ENIGMA major depressive disorder working group

LKM Han, R Dinga, T Hahn, CRK Ching, LT Eyler… - Molecular …, 2021 - nature.com
Major depressive disorder (MDD) is associated with an increased risk of brain atrophy,
aging-related diseases, and mortality. We examined potential advanced brain aging in adult …

Systematic review and meta-analysis of genetic studies of late-life depression

RSM Tsang, KA Mather, PS Sachdev… - … & Biobehavioral Reviews, 2017 - Elsevier
Late-life depression (LLD) is thought to be multifactorial in etiology, including a significant
genetic component. While a number of candidate gene studies have been carried out …

The age-by-disease interaction hypothesis of late-life depression

BC McKinney, E Sibille - The American Journal of Geriatric Psychiatry, 2013 - Elsevier
The phenomenologic diagnosis of depression is successful in increasing diagnostic
reliability, but it is a classification scheme without biologic bases. One subtype of depression …

The genetic architecture of major depressive disorder in Han Chinese women

RE Peterson, N Cai, TB Bigdeli, Y Li, M Reimers… - JAMA …, 2017 - jamanetwork.com
Importance Despite the moderate, well-demonstrated heritability of major depressive
disorder (MDD), there has been limited success in identifying replicable genetic risk loci …

Brain-cognition relationships in late-life depression: a systematic review of structural magnetic resonance imaging studies

T Marawi, NJ Ainsworth, P Zhukovsky… - Translational …, 2023 - nature.com
Background Most patients with late-life depression (LLD) have cognitive impairment, and at
least one-third meet diagnostic criteria for mild cognitive impairment (MCI), a prodrome to …