Yang Aocai, Luan Jixin, Xu Manxi, Du Lei, Lv Kuan, Hu Pianpian, Shu Ni, Yuan Zhen, Shmuel Amir, Ma Guolin
Department of Radiology, China-Japan Friendship Hospital, Beijing, China.
China-Japan Friendship Hospital (Institute of Clinical Medical Sciences), Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
Alzheimers Dement. 2025 Jan;21(1):e14459. doi: 10.1002/alz.14459.
The link between overload brain iron and transcriptional/cellular signatures in Alzheimer's disease (AD) remains inconclusive.
Iron deposition in 41 cortical and subcortical regions of 30 AD patients and 26 healthy controls (HCs) was measured using quantitative susceptibility mapping (QSM). The expression of 15,633 genes was estimated in the same regions using transcriptomic data from the Allen Human Brain Atlas (AHBA). Partial least square (PLS) regression was used to identify the association between the healthy brain gene transcription and aberrant regional QSM signal in AD. The biological processes and cell types associated with the linked genes were evaluated.
Gene ontological analyses showed that the first PLS component (PLS1) genes were enriched for biological processes relating to the "protein phosphorylation" and "metal ion transport". Additionally, these genes were expressed in microglia (MG) and glutamatergic neurons (GLUs).
Our findings provide mechanistic insights from transcriptional and cellular signatures into regional iron accumulation measured by QSM in AD.
Spatial patterns of iron deposition changes in AD correlate with cortical spatial expression genes in healthy subjects. The identified gene transcription profile underlies aberrant iron accumulation in AD was enriched for biological processes relating to "protein phosphorylation" and "metal ion transport". The related genes were predominantly expressed in MG and GLUs.
在阿尔茨海默病(AD)中,脑铁过载与转录/细胞特征之间的联系尚无定论。
使用定量磁化率成像(QSM)测量30例AD患者和26例健康对照(HC)的41个皮质和皮质下区域的铁沉积。利用来自艾伦人类大脑图谱(AHBA)的转录组数据估计相同区域中15,633个基因的表达。采用偏最小二乘(PLS)回归来确定健康脑基因转录与AD中异常区域QSM信号之间的关联。对与相关基因有关的生物学过程和细胞类型进行评估。
基因本体分析表明,第一个PLS成分(PLS1)基因在与“蛋白质磷酸化”和“金属离子转运”相关的生物学过程中富集。此外,这些基因在小胶质细胞(MG)和谷氨酸能神经元(GLUs)中表达。
我们的研究结果从转录和细胞特征方面为AD中通过QSM测量的区域铁积累提供了机制性见解。
AD中铁沉积变化的空间模式与健康受试者的皮质空间表达基因相关。所确定的AD中异常铁积累基础的基因转录谱在与“蛋白质磷酸化”和“金属离子转运”相关的生物学过程中富集。相关基因主要在MG和GLUs中表达。