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Fingerprints of brain disease: connectome identifiability in Alzheimer’s disease

Authors: Stampacchia, Sara; Asadi, Saina; Tomczyk, Szymon; Ribaldi, Federica; Scheffler, Max; Lövblad, Karl-Olof; Pievani, Michela; +8 Authors

Fingerprints of brain disease: connectome identifiability in Alzheimer’s disease

Abstract

AbstractFunctional connectivity patterns in the human brain, like the friction ridges of a fingerprint, can uniquely identify individuals. Does this “brain fingerprint” remain distinct even during Alzheimer’s disease (AD)? Using fMRI data from healthy and pathologically ageing subjects, we find that individual functional connectivity profiles remain unique and highly heterogeneous during mild cognitive impairment and AD. However, the patterns that make individuals identifiable change with disease progression, revealing a reconfiguration of the brain fingerprint. Notably, connectivity shifts towards functional system connections in AD and lower-order cognitive functions in early disease stages. These findings emphasize the importance of focusing on individual variability rather than group differences in AD studies. Individual functional connectomes could be instrumental in creating personalized models of AD progression, predicting disease course, and optimizing treatments, paving the way for personalized medicine in AD management.

Keywords

Male, QH301-705.5, Brain / diagnostic imaging, Brain / physiopathology, Cognitive Dysfunction / physiopathology, Article, 618.97, Alzheimer Disease, Connectome, Humans, Cognitive Dysfunction / diagnostic imaging, Cognitive Dysfunction, Biology (General), Alzheimer Disease / physiopathology, Aged, Aged, 80 and over, 616.0757, Alzheimer Disease / pathology, Brain / pathology, Brain, Middle Aged, Magnetic Resonance Imaging, 616.89, Disease Progression, Female, Alzheimer Disease / diagnostic imaging

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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Top 10%
Average
Top 10%
Green
gold