Multivariate investigation of aging in mouse models expressing the Alzheimer’s protective APOE2 allele: integrating cognitive metrics, brain imaging, and blood transcriptomics

• Published in: Brain Structure and Function Vol. 229; no. 1; pp. 231 - 249
• Main Authors: Moon, Hae Sol, Mahzarnia, Ali, Stout, Jacques, Anderson, Robert J., Strain, Madison, Tremblay, Jessica T., Han, Zay Yar, Niculescu, Andrei, MacFarlane, Anna, King, Jasmine, Ashley-Koch, Allison, Clark, Darin, Lutz, Michael W., Badea, Alexandra
• Format: Journal Article
• Language: English
• Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.01.2024; Springer Nature B.V
• Subjects: Aging; Aging - genetics; Alleles; Alzheimer Disease - diagnostic imaging; Alzheimer Disease - genetics; Alzheimer Disease - metabolism; Alzheimer's disease; Animal models; Animals; Anisotropy; Apolipoprotein E; Apolipoprotein E2 - genetics; Apolipoprotein E2 - metabolism; Atrophy; Atrophy - pathology; Biomarkers; Biomedical and Life Sciences; Biomedicine; Blood; Brain - metabolism; Cell Biology; Cognition; Cognitive ability; Connectome; Correlation analysis; Cortex (cingulate); Cortex (olfactory); Cortex (somatosensory); Female; Gene expression; Gene Expression Profiling; Hippocampus; Humans; Immune system; Localization; Male; Mice; Middle Aged; Morphometry; Neural networks; Neurodegenerative diseases; Neuroimaging; Neurology; Neuroprotection; Neurosciences; Original Article; Sex differences; Transcriptomics; Aging; Brain; APOE2; Neurodegeneration; Multivariate modeling
• ISSN: 1863-2661; 1863-2653; 1863-2661; 0340-2061
• DOI: 10.1007/s00429-023-02731-x

APOE allelic variation is critical in brain aging and Alzheimer’s disease (AD). The APOE2 allele associated with cognitive resilience and neuroprotection against AD remains understudied. We employed a multipronged approach to characterize the transition from middle to old age in mice with APOE2 allele, using behavioral assessments, image-derived morphometry and diffusion metrics, structural connectomics, and blood transcriptomics. We used sparse multiple canonical correlation analyses (SMCCA) for integrative modeling, and graph neural network predictions. Our results revealed brain sub-networks associated with biological traits, cognitive markers, and gene expression. The cingulate cortex emerged as a critical region, demonstrating age-associated atrophy and diffusion changes, with higher fractional anisotropy in males and middle-aged subjects. Somatosensory and olfactory regions were consistently highlighted, indicating age-related atrophy and sex differences. The hippocampus exhibited significant volumetric changes with age, with differences between males and females in CA3 and CA1 regions. SMCCA underscored changes in the cingulate cortex, somatosensory cortex, olfactory regions, and hippocampus in relation to cognition and blood-based gene expression. Our integrative modeling in aging APOE2 carriers revealed a central role for changes in gene pathways involved in localization and the negative regulation of cellular processes. Our results support an important role of the immune system and response to stress. This integrative approach offers novel insights into the complex interplay among brain connectivity, aging, and sex. Our study provides a foundation for understanding the impact of APOE2 allele on brain aging, the potential for detecting associated changes in blood markers, and revealing novel therapeutic intervention targets.