T1 and FLAIR signal intensities are related to tau pathology in dominantly inherited Alzheimer disease.
Farzaneh RahmaniMatthew R BrierBrian A GordonNicole McKayShaney FloresSarah KeefeRuss HornbeckBeau AncesNelly Joseph-MathurinChengjie XiongGuoqiao WangCyrus A RajiJorge J Libre-GuerraRichard J PerrinEric McDadeAlisha DanielsCeleste KarchGregory S DayAdam M BrickmanMichael FulhamClifford R JackChristian la La FougèreGerald ReischlPeter R SchofieldHwamee OhJohannes LevinJonathan VögleinDavid M CashIgor YakushevTakeshi IkeuchiWilliam E KlunkJohn C MorrisRandall J BatemanTammie L S Benzingernull nullPublished in: Human brain mapping (2023)
Carriers of mutations responsible for dominantly inherited Alzheimer disease provide a unique opportunity to study potential imaging biomarkers. Biomarkers based on routinely acquired clinical MR images, could supplement the extant invasive or logistically challenging) biomarker studies. We used 1104 longitudinal MR, 324 amyloid beta, and 87 tau positron emission tomography imaging sessions from 525 participants enrolled in the Dominantly Inherited Alzheimer Network Observational Study to extract novel imaging metrics representing the mean (μ) and standard deviation (σ) of standardized image intensities of T1-weighted and Fluid attenuated inversion recovery (FLAIR) MR scans. There was an exponential decrease in FLAIR-μ in mutation carriers and an increase in FLAIR and T1 signal heterogeneity (T1-σ and FLAIR-σ) as participants approached the symptom onset in both supramarginal, the right postcentral and right superior temporal gyri as well as both caudate nuclei, putamina, thalami, and amygdalae. After controlling for the effect of regional atrophy, FLAIR-μ decreased and T1-σ and FLAIR-σ increased with increasing amyloid beta and tau deposition in numerous cortical regions. In symptomatic mutation carriers and independent of the effect of regional atrophy, tau pathology demonstrated a stronger relationship with image intensity metrics, compared with amyloid pathology. We propose novel MR imaging intensity-based metrics using standard clinical T1 and FLAIR images which strongly associates with the progression of pathology in dominantly inherited Alzheimer disease. We suggest that tau pathology may be a key driver of the observed changes in this cohort of patients.
Keyphrases
- contrast enhanced
- positron emission tomography
- deep learning
- computed tomography
- high resolution
- cerebrospinal fluid
- magnetic resonance
- mild cognitive impairment
- end stage renal disease
- newly diagnosed
- magnetic resonance imaging
- convolutional neural network
- optical coherence tomography
- chronic kidney disease
- oxidative stress
- high intensity
- cognitive decline
- mass spectrometry
- machine learning
- peritoneal dialysis
- photodynamic therapy
- cross sectional
- patient reported outcomes
- drug induced