Department of Geriatric Psychiatry, Akershus University Hospital, Lørenskog, Norway.
Norwegian Centre for Mental Disorders Research (NORMENT), Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.
Int Psychogeriatr. 2021 Nov;33(11):1217-1228. doi: 10.1017/S1041610221000934. Epub 2021 Aug 17.
We present associations between neuropsychiatric symptoms (NPS) and brain morphology in a large sample of patients with mild cognitive impairment (MCI) and Alzheimer's disease with dementia (AD dementia).Several studies assessed NPS factor structure in MCI and AD dementia, but we know of no study that tested for associations between NPS factors and brain morphology. The use of factor scores increases parsimony and power. For transparency, we performed an additional analysis with selected Neuropsychiatric Inventory - Questionnaire (NPI-Q) items. Including regional cortical thickness, cortical and subcortical volumes, we examined associations between NPS and brain morphology across the whole brain in an unbiased fashion. We reported both statistical significance and effect sizes, using linear models adjusted for multiple comparisons by false discovery rate (FDR). Moreover, we included an interaction term for diagnosis and could thereby compare associations of NPS and brain morphology between MCI and AD dementia.We found an association between the factor elation and thicker right anterior cingulate cortex across MCI and AD dementia. Associations between the factors depression to thickness of the banks of the left superior temporal sulcus and psychosis to the left post-central volume depended on diagnosis: in MCI these associations were positive, in AD dementia negative.Our findings indicate that NPS in MCI and AD dementia are not exclusively associated with atrophy and support previous findings of associations between NPS and mainly frontotemporal brain structures.
Neuropsychiatric symptoms (NPS) are common in mild cognitive impairment (MCI) and Alzheimer’s disease with dementia (AD dementia), but their brain structural correlates are unknown. We tested for associations between NPS and MRI-based cortical and subcortical morphometry in patients with MCI and AD dementia.
Cross-sectional.
Conducted in Norway.
Patients with MCI (n = 102) and AD dementia (n = 133) from the Memory Clinic and the Geriatric Psychiatry Unit at Oslo University Hospital.
Neuropsychiatric Inventory – Questionnaire (NPI-Q) severity indices were reduced using principal component analysis (PCA) and tested for associations with 170 MRI features using linear models and false discovery rate (FDR) adjustment. We also tested for differences between groups. For transparency, we added analyses with selected NPI-Q items.
PCA revealed four factors: elation, psychosis, depression, and motor behavior.FDR adjustment revealed a significant positive association (B = 0.20, pFDR < 0.005) between elation and thickness of the right caudal anterior cingulate cortex (ACC) across groups, and significant interactions between diagnosis and psychosis (B = −0.48, pFDR < 0.0010) on the left post-central volume and between diagnosis and depression (B = −0.40, pFDR < 0.005) on the thickness of the banks of the left superior temporal sulcus. Associations of apathy, anxiety, and nighttime behavior to the left temporal lobe were replicated.
The positive association between elation and ACC thickness suggests that mechanisms other than atrophy underly elation. Interactions between diagnosis and NPS on MRI features suggest different mechanisms of NPS in our MCI and AD dementia samples. The results contribute to a better understanding of NPS brain mechanisms in MCI and AD dementia.
神经精神症状(NPS)在轻度认知障碍(MCI)和阿尔茨海默病伴痴呆(AD 痴呆)中很常见,但它们的脑结构相关性尚不清楚。我们测试了 MCI 和 AD 痴呆患者的 NPS 与基于 MRI 的皮质和皮质下形态计量学之间的关联。
横断面研究。
在挪威进行。
来自奥斯陆大学医院记忆诊所和老年精神病学系的 MCI 患者(n = 102)和 AD 痴呆患者(n = 133)。
使用主成分分析(PCA)对神经精神疾病问卷-问卷(NPI-Q)严重程度指数进行了简化,并使用线性模型和错误发现率(FDR)调整测试了这些指数与 170 个 MRI 特征之间的关联。我们还测试了组间差异。为了透明起见,我们添加了对选定的 NPI-Q 项目的分析。
PCA 揭示了四个因素:兴高采烈、精神病、抑郁和运动行为。FDR 调整显示,在两组之间,兴高采烈与右侧尾状前扣带皮层(ACC)的厚度之间存在显著的正相关(B = 0.20,pFDR < 0.005),而精神病与左侧中央后皮质体积之间存在显著的交互作用(B = -0.48,pFDR < 0.0010),抑郁与左侧颞上沟厚度之间存在显著的交互作用(B = -0.40,pFDR < 0.005)。冷漠、焦虑和夜间行为与左侧颞叶的关联得到了复制。
兴高采烈与 ACC 厚度之间的正相关表明,兴高采烈的机制不仅仅是萎缩。诊断与 MRI 特征上的 NPS 之间的相互作用表明,我们的 MCI 和 AD 痴呆样本中 NPS 的机制不同。这些结果有助于更好地理解 MCI 和 AD 痴呆中 NPS 的脑机制。