Spatial proteomic analysis of immune cells in Alzheimer’s Disease human brain using multiplexed imaging and AI-assisted phenotyping

28 Oct 2024

Explore how Cell DIVE multiplexed imaging creates an intricate cellular map of Alzheimer's disease (AD) brain tissue. By visualizing diverse cellular phenotypes—including astrocytes, microglia, AD-specific markers, and various immune cells—we delve into the cellular complexity of AD pathology. AI-powered tools within Aivia are employed to characterize unique neuro-immune interactions, enhancing our understanding of the immune landscape in Alzheimer's.

A focal point of the study is the spatial analysis of β-amyloid plaque neighborhoods, where astrocytes, microglia, and immune cells localize and exhibit specialized expression profiles. By comparing immune cell activity in regions proximal and distal to plaques, we identify distinct spatial immune dynamics within AD brain tissue. The findings highlight how multiplexed imaging, combined with AI-driven analysis, provides critical insights into cellular interplay in AD, offering potential pathways for targeted therapeutic interventions.

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Artificial Intelligence / Machine LearningArtificial intelligence (AI) and machine learning (ML) are transformative technologies used to analyze complex data, identify patterns, and make data-driven predictions across diverse scientific fields. Automate the analysis of large or complex data sets using AI algorithms and leverage machine learning models to improve diagnostics, accelerate drug discovery, and refine experimental design. Discover the best AI/ML software, platforms, and analytical tools in our peer-reviewed product directory: compare features, read customer reviews, and request pricing directly from manufacturers.ProteomicsProteomics is the systemic bioinformatics study of proteins and amino acids, including their structure, size, function and identification. Tools used in proteomics include chromatography, blotting and gels, protein arrays, mass spectrometry and ELISA and associated analysis software. Analyzers and proteomic systems should be sensitive, high resolution, fast and may be automated for high-throughput.NeuroscienceNeuroscience research investigates the neurological mechanisms underlying behavior, neurodegenerative diseases, and other brain conditions. Learn about the innovative technologies for bioimaging, electrophysiology, cell culture, chromatography and other techniques used in this field.Multiplex TechnologyAlzheimers ResearchAlzheimer�s disease is a neurodegenerative condition characterized by progressive memory loss and cognitive decline. Research focuses on understanding the molecular and cellular mechanisms of the disease, as well as developing effective treatments and diagnostic tools. Browse our peer-reviewed product directory to find the best Alzheimer�s research products, compare options, check reviews, and get pricing directly from manufacturers.