Olivier Parent
oparent.bsky.social
Olivier Parent
@oparent.bsky.social
PhD student working on MRI markers of vascular dysfunction in aging - McGill University - Douglas Research Center
Reposted by Olivier Parent
🚨 Hot off the press! 🚨
Our systematic review and meta-analysis on ML+CSVD for dementia diagnosis and prognosis has been published! An international collaboration, featuring @Valerie Lohner
@oparent.bsky.social
@helenagellersen.bsky.social
and many others.

doi.org/10.1186/s131...
@dzne.science
Machine learning applications in vascular neuroimaging for the diagnosis and prognosis of cognitive impairment and dementia: a systematic review and meta-analysis - Alzheimer's Research & Therapy
Cerebral small vessel disease (CSVD) is a common neurological condition that contributes to strokes, dementia, disability, and mortality worldwide. We conducted a systematic review and meta-analysis t...
doi.org
August 13, 2025 at 11:29 AM
Reposted by Olivier Parent
After 3 years of "just one more analysis", our work on WMH pathophysiology is finally out!

Building on previous post-mortem findings of non-vascular WMHs, we identified a specific signature of neurodegenerative WMHs in vivo using microstructural MRI and normative modeling

doi.org/10.1101/2025...
Characterizing spatiotemporal white matter hyperintensity pathophysiology in vivo to disentangle vascular and neurodegenerative contributions
White matter hyperintensities (WMHs) are neuroimaging markers widely interpreted as caused by cerebral small vessel disease, yet emerging evidence suggests that a subset may have a neurodegenerative e...
doi.org
June 12, 2025 at 5:49 PM
After 3 years of "just one more analysis", our work on WMH pathophysiology is finally out!

Building on previous post-mortem findings of non-vascular WMHs, we identified a specific signature of neurodegenerative WMHs in vivo using microstructural MRI and normative modeling

doi.org/10.1101/2025...
Characterizing spatiotemporal white matter hyperintensity pathophysiology in vivo to disentangle vascular and neurodegenerative contributions
White matter hyperintensities (WMHs) are neuroimaging markers widely interpreted as caused by cerebral small vessel disease, yet emerging evidence suggests that a subset may have a neurodegenerative e...
doi.org
June 12, 2025 at 5:49 PM
Reposted by Olivier Parent
Delighted to see this wonderful work by Tyler Ageykum out in Brain Structure and Function. Examining the relationship between hippocampal miscrostructure and lifestyle using integrative multivariate techniques.

link.springer.com/article/10.1...
Cognitive-and lifestyle-related microstructural variation in the ageing human hippocampus - Brain Structure and Function
Age-related hippocampal alterations often accompany cognitive decline, a significant risk factor for dementias. Modifiable lifestyle factors may help preserve hippocampal neural tissue and slow neurodegeneration and potentially promote cognition in old age. Here, we sought to identify the relationship between lifestyle and cognition in the context of the hippocampal microstructure across the lifespan. We used data from 494 subjects (36–100 years old) without cognitive impairment from the Human Connectome Project-Ageing study. We estimated hippocampal microstructure using myelin-sensitive (T1w/T2w ratio), inflammation-sensitive (MD) and fibre-sensitive (FA) MRI markers. We identified microstructural-lifestyle/-cognition using non-negative matrix factorization to integrate MRI measures into a multivariate spatial signature of hippocampal microstructure covariance followed by partial least squares analysis. Our results reveal that the preservation of axon density and myelin in regions corresponding to subicular regions and CA1 to CA3 regions are negatively associated with age, and is associated with improved performance in executive function tasks, however, this is also associated with a decreased performance in memory tasks. We also show that microstructure is preserved across the hippocampus when there is normal hearing levels, physical fitness and insulin levels and this is negatively associated with age in the presence of cardiovascular risk factors like high body mass index, blood pressure, triglycerides and blood glucose that are in turn associated with hippocampal neurodegeneration. Taken together, our results suggest that lifestyle factors like normal hearing, physical fitness and normal insulin levels may help preserve hippocampal microstructure which may be useful in maintaining optimum performance on executive function tasks and potentially other modes of cognition.
https://link.springer.com/article/10.1007/s00429-025-02908-6?utm_source=rct_congratem[…]mpaign=nonoa_20250423&utm_content=10.1007/s00429-025-02908-6
April 30, 2025 at 8:20 AM
ADPD! I'm excited to present the complete story of my WMH research: "Uncovering spatial pathophysiological patterns of white matter hyperintensities of neurodegenerative origins", including a cool new tractography analysis! Tue April 1st, Hall A, 12:45 #ADPD
March 31, 2025 at 10:39 PM
Reposted by Olivier Parent
New paper led by Aurelie Bussy now out in Neurobiology of Ageing

Here we use non-negative matrix decomposition using morphological and qMRI measures (T1, T2*) to understand the relationship between GM and microstructure across the Alzheimer's spectrum.

www.sciencedirect.com/science/arti...
Exploring morphological and microstructural signatures across the Alzheimer's spectrum and risk factors
Neural alterations, including myelin degeneration and inflammation-related iron burden, may accompany early Alzheimer's disease (AD) pathophysiology. …
www.sciencedirect.com
February 16, 2025 at 7:58 PM
Reposted by Olivier Parent
📢 Habemus preprint 📢
Our systematic review and meta-analysis on ML+vascular neuroimaging for dementia diagnosis and prognosis is out! Fantastic collaboration with @ValerieLohner, @oparent.bsky.social @helenagellersen.bsky.social and many others! Check it out! @dzne.science
Machine learning applications in vascular neuroimaging for the diagnosis and prognosis of cognitive impairment and dementia: a systematic review and meta-analysis https://www.medrxiv.org/content/10.1101/2024.12.17.24319166v1
December 18, 2024 at 8:10 AM