Distinctive Whole-brain Cell-Types Strongly Predict Tissue Damage Patterns in Eleven Neurodegenerative Disorders

Author:

Pak Veronika123,Adewale Quadri123ORCID,Bzdok Danilo2456ORCID,Dadar Mahsa7ORCID,Zeighami Yashar7ORCID,Iturria-Medina Yasser12384ORCID

Affiliation:

1. Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada

2. McConnell Brain Imaging Centre, Montreal Neurological Institute, Montreal, Quebec, Canada

3. Ludmer Centre for Neuroinformatics & Mental Health, Montreal, Quebec, Canada

4. Department of Biomedical Engineering, McGill University, Montreal, Quebec, Canada

5. School of Computer Science, McGill University, Montreal, Quebec, Canada

6. Mila – Quebec Artificial Intelligence Institute, Montreal, Quebec, Canada

7. The Douglas Research Center, Montreal, Quebec, Canada

8. McGill Centre for Studies in Aging, Montreal Quebec, Canada

Abstract

For over a century, brain research narrative has mainly centered on neuron cells. Accordingly, most whole-brain neurodegenerative studies focus on neuronal dysfunction and their selective vulnerability, while we lack comprehensive analyses of other major cell-types’ contribution. By unifying spatial gene expression, structural MRI, and cell deconvolution, here we describe how the human brain distribution of canonical cell-types extensively predicts tissue damage in eleven neurodegenerative disorders, including early- and late-onset Alzheimer’s disease, Parkinson’s disease, dementia with Lewy bodies, amyotrophic lateral sclerosis, frontotemporal dementia, and tauopathies. We reconstructed comprehensive whole-brain reference maps of cellular abundance for six major cell-types and identified characteristic axes of spatial overlapping with atrophy. Our results support the strong mediating role of non-neuronal cells, primarily microglia and astrocytes, on spatial vulnerability to tissue loss in neurodegeneration, with distinct and shared across-disorders pathomechanisms. These observations provide critical insights into the multicellular pathophysiology underlying spatiotemporal advance in neurodegeneration. Notably, they also emphasize the need to exceed the current neuro-centric view of brain diseases, supporting the imperative for cell-specific therapeutic targets in neurodegeneration. Major cell-types distinctively associate with spatial vulnerability to tissue loss in eleven neurodegenerative disorders.

Publisher

eLife Sciences Publications, Ltd

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