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Updated: Jan 8, 2026

Hybrid PET/MRI Imaging of Alzheimer's Disease Based on 18F-AV-1451
Published on: April 18, 2025
Alzheimer's Imaging Consortium
Aurelie Bussy1, Camille Cathala2, Ferath Kherif3
1Inselspital, Bern, Bern, Switzerland.
Background:
Cerebral small vessel disease, a major cause of aging-related stroke and cognitive decline, often manifests as white matter hyperintensities (WMH) on MRI1-3. WMHs vary in location and tissue microstructure, reflecting underlying pathology such as demyelination and axonal loss. Cardiovascular risk factors (CVR), including elevated systolic blood pressure (SBP) and heart rate, are linked to WMH development4. This study explores the relationship between longitudinal CVR and WMH characteristics, including quantitative MRI (qMRI) analyses of microstructural alterations.
Method:
Data were obtained from 539 participants in the BrainLaus study (CoLaus|PsycoLaus cohort, Lausanne, Switzerland). 153 participants (86 females) were selected on the basis of at least three CVR measurements, with a mean follow-up duration of 14.45 years. CVR factors included SBP, diastolic blood pressure (DBP), body mass index (BMI), bioimpedance, waist-to-hip ratio (WHR), heart rate, cholesterol (HDL, LDL, total), triglycerides, glucose, and insulin. Imaging was performed on a 3T Magnetom Prisma using FLAIR, T1-weighted MPRAGE, multi-echo FLASH, and DWI. WMH were segmented using a ResUNet-based algorithm5, and quantitative maps (MTsat, R2*, R1) were generated6. CVR over time was modeled using splines, and area under the curve (AUC) was calculated for each participant, normalized by total duration. Statistical analysis included linear models with sex interaction terms, corrected for false discovery rate (FDR).
Result:
Figure 1 shows CVR AUC over time, highlighting inter-individual variation. Figure 2 demonstrates that increased CVR (SBP, LDL, glucose, WHR, bioimpedance, total cholesterol) was associated with larger WMH volumes, with stronger effects in women for SBP, LDL, total cholesterol, and triglycerides. Figure 3 shows that CVR impacts WMH microstructure, with cholesterol-related risk factors linked to higher water content (MD, ISOVF) in women, and hypertension/heart rate linked to lower myelin content (MT, R1) in men. Men showed increased g-ratio indicating myelin thickness reduction with higher CVR.
Conclusion:
The impact of CVR on WMH differs by sex, with women showing greater effects on water content and men more on myelin integrity. These findings suggest that sex-specific approaches may be needed for understanding and targeting cardiovascular risk factors to preserve white matter health and prevent cognitive decline.
Insights
Cardiovascular risk factors impact white matter hyperintensities differently in men and women. Women show greater effects on water content, while men show more impact on myelin integrity, suggesting sex-specific interventions are needed.
Area of Science:
- Neurology
- Cardiology
- Radiology
Background:
- Cerebral small vessel disease is a key cause of stroke and cognitive decline.
- White matter hyperintensities (WMH) on MRI indicate disease, varying with pathology like demyelination.
- Cardiovascular risk factors (CVR), such as high blood pressure, are linked to WMH development.
Purpose of the Study:
- To investigate the longitudinal relationship between cardiovascular risk factors (CVR) and white matter hyperintensities (WMH).
- To analyze microstructural alterations in WMH using quantitative MRI (qMRI).
- To explore sex differences in the impact of CVR on WMH characteristics.
Main Methods:
- Longitudinal data from 539 participants (153 selected) with a 14.45-year follow-up.
- Assessment of multiple CVR factors including blood pressure, BMI, and cholesterol levels.
- WMH segmentation and generation of quantitative MRI maps (MTsat, R2*, R1) with statistical analysis including sex interaction terms.
Main Results:
- Increased CVR was associated with larger WMH volumes, with stronger effects in women for SBP, LDL, total cholesterol, and triglycerides.
- CVR impacts WMH microstructure: cholesterol-related factors increased water content in women.
- Hypertension and heart rate reduced myelin content in men, with higher CVR linked to myelin thickness reduction.
Conclusions:
- The effects of CVR on WMH exhibit significant sex differences.
- Women show greater CVR impact on water content, while men show more impact on myelin integrity.
- Sex-specific strategies are crucial for understanding and targeting CVR to maintain white matter health and prevent cognitive decline.
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