ArticleBrain : a journal of neurology2015
Differential relationships between apathy and depression with white matter microstructural changes and functional outcomes.
Article in Brain : a journal of neurology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 81 papers, 4 of them syntheses that pooled it.
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Who cites it
81 citing papers in PubMed, 4 syntheses or guidelines pooled it, 161 citations in OpenAlex.
- Neuropsychiatric Inventory domains cluster into neuropsychiatric syndromes in Alzheimer's disease: A systematic review and meta-analysis.Brain and behavior · 2022Pooled it
- Apathy and Depression as Predictors of Activities of Daily Living Following Stroke and Traumatic Brain Injuries in Adults: A Meta-Analysis.Neuropsychology review · 2022Pooled it
- Empirical support for the vascular apathy hypothesis: A structured review.International journal of geriatric psychiatry · 2020Pooled it
- Imaging Markers of Post-Stroke Depression and Apathy: a Systematic Review and Meta-Analysis.Neuropsychology review · 2017Pooled it
- Magnetic Resonance Imaging in Cerebral Small Vessel Disease-Related Depression: From Visual Scoring to Artificial Intelligence.CNS neuroscience & therapeutics · 2026Review
- Clinical Associations and Possible Risk Factors for Affective Neuropsychiatric Symptoms in Older Adults With and Without Cognitive Impairment.The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry · 2026Article
- Remission is insufficient: predictors and mechanistic models of recurrence in late-life depression.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026Review
- Article
- Apathy in Cerebral Small Vessel Disease Stroke Is a Predictor of Quality of Life, Mood and Distress in Both Patients and Carers.International journal of geriatric psychiatry · 2025Article
- Apathy, depression, and dementia risk in older adults: A global collaborative study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Article
- The pathogenesis of cerebral small vessel disease and vascular cognitive impairment.Physiological reviews · 2025Review
- Association of Self-Reported Sleep Metrics With Imaging Markers of Small Vessel Disease and Cognition in Patients With TIA or Mild Stroke.Neurology · 2025Article
- Advances in the study of apathy related to cerebral small vessel disease.Frontiers in neurology · 2025Review
- Brain microstructural damage through serial diffusion tensor imaging and outcomes in Susac syndrome: A prospective cohort study.European journal of neurology · 2025Article
- Demyelination in Patients with POST-COVID Depression.Journal of clinical medicine · 2024Article
- Association of white matter hyperintensities and clinical vascular burden with depressive symptoms in Black older adults.International journal of geriatric psychiatry · 2024Article
- A Cognitive-Behavioral Model of Apathy in Parkinson's Disease.Parkinson's disease · 2024Article
- Apathy in Patients With Cerebral Amyloid Angiopathy: A Multimodal Neuroimaging Study.Neurology · 2023Article
- Distinguishing apathy from depression: A review differentiating the behavioral, neuroanatomic, and treatment-related aspects of apathy from depression in neurocognitive disorders.International journal of geriatric psychiatry · 2023Review
- Prevalence of, and risk factors for, cognitive impairment in lacunar stroke.International journal of stroke : official journal of the International Stroke Society · 2023Article
21 more citing papers are in PubMed but not listed here.
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Authors and funding
7 authors at 4 institutions in 1 country.
Funding
Abstract
Small vessel disease is a stroke subtype characterized by pathology of the small perforating arteries, which supply the sub-cortical structures of the brain. Small vessel disease is associated with high rates of apathy and depression, thought to be caused by a disruption of white matter cortical-subcortical pathways important for emotion regulation. It provides an important biological model to investigate mechanisms underlying these key neuropsychiatric disorders. This study investigated whether apathy and depression can be distinguished in small vessel disease both in terms of their relative relationship with white matter microstructure, and secondly whether they can independently predict functional outcomes. Participants with small vessel disease (n = 118; mean age = 68.9 years; 65% male) defined as a clinical and magnetic resonance imaging confirmed lacunar stroke with radiological leukoaraiosis were recruited and completed cognitive testing, measures of apathy, depression, quality of life and diffusion tensor imaging. Healthy controls (n = 398; mean age = 64.3 years; 52% male) were also studied in order to interpret the degree of apathy and depression found within the small vessel disease group. Firstly, a multilevel structural equation modelling approach was used to identify: (i) the relationships between median fractional anisotropy and apathy, depression and cognitive impairment; and (ii) if apathy and depression make independent contributions to quality of life in patients with small vessel disease. Secondly, we applied a whole-brain voxel-based analysis to investigate which regions of white matter were associated with apathy and depression, controlling for age, gender and cognitive functioning. Structural equation modelling results indicated both apathy (r = -0.23, P ≤ 0.001) and depression (r = -0.41, P ≤ 0.001) were independent predictors of quality of life. A reduced median fractional anisotropy was significantly associated with apathy (r = -0.38, P ≤ 0.001), but not depression (r = -0.16, P = 0.09). On voxel-based analysis, apathy was associated with widespread reduction in white matter integrity, with the strongest effects in limbic association tracts such as the anterior cingulum, fornix and uncinate fasciculus. In contrast, when controlling for apathy, we found no significant relationship between our white matter parameters and symptoms of depression. In conclusion, white matter microstructural changes in small vessel disease are associated with apathy but not directly with depressive symptoms. These results suggest that apathy, but not depression, in small vessel disease is related to damage to cortical-subcortical networks associated with emotion regulation, reward and goal-directed behaviour.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.