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Machulda, Mary M.

https://orcid.org/0000-0003-4834-5967

Mayo Clinic

Mayo Clinic

Citations 471

Uncovering Image‐Driven Subtypes with Distinct Pathology and Clinical Course in Autopsy‐Confirmed Four Repeat Tauopathies
Satoh, Ryota , Sekiya, Hiroaki , Ali, Farwa , Dickson, Dennis W. , Josephs, Keith A. , Whitwell, Jennifer L. , Dickson, Dennis W , Josephs, Keith A , Whitwell, Jennifer , Sekiya, Hiroaki , Satoh, Ryota , Clark, Heather M. , Utianski, Rene L. , Duffy, Joseph R. , Machulda, Mary M.

Annals of Neurology | June 17, 2025 | Volume: 98 | Issue: 3 | Pages: 492-507

10.1002/ana.27286 Get It

ObjectivesThe four‐repeat (4R) tauopathies are a group of neurodegenerative diseases, including progressive supranuclear palsy (PSP), corticobasal degeneration (CBD), and globular glial tauopathy (GGT). This study aimed to characterize spatiotemporal atrophy progression using structural magnetic resonance imaging (MRI) and to examine its relationship with clinical course and neuropathology in a cohort of autopsy‐confirmed 4R tauopathies.MethodsThe study included 85 autopsied patients (54 with PSP, 28 with CBD, and 3 with GGT) who underwent multiple 3T MRI scans, as well as neuropsychological, neurological, and speech/language examinations, and standardized postmortem neuropathological evaluations. An unsupervised machine‐learning algorithm, Subtype and Stage Inference (SuStaIn), was applied to the cross‐sectional brain volumes to estimate spatiotemporal atrophy patterns and data‐driven subtypes and stages in each patient. The relationships among estimated subtypes, pathological diagnoses, and longitudinal changes in clinical testing were examined.ResultsThe SuStaIn algorithm identified 2 distinct subtypes: (1) the subcortical subtype, in which atrophy progresses from the midbrain to the cortex, and (2) the cortical subtype, in which atrophy progresses from the frontal cortex to the subcortical regions. The subcortical subtype was more associated with typical PSP, whereas the cortical subtype was more associated with atypical PSP with a cortical distribution of pathology and CBD (p < 0.001). The cortical subtype had a faster rate of change on the PSP Rating Scale than the subcortical subtype (p < 0.05).InterpretationSuStaIn analysis revealed 2 MRI‐driven subtypes with distinct spatiotemporal atrophy patterns, clinical courses, and neuropathology. Our findings contribute to a comprehensive and improved understanding of disease progression and its relationship to tau pathology in 4R tauopathies. ANN NEUROL 2025;98:492–507
Associations between temporal lobe cortical NODDI measures and memory function in individuals without clinical dementia
Pillai, Jay J. , Weigand, Stephen D. , Graff‐Radford, Jonathan, Petersen, Ronald C., Jack, Clifford R. , Jack, Clifford R , Pillai, Jay J , Reid, Robert I. , Cogswell, Petrice M. , Vemuri, Prashanthi , Machulda, Mary M. , Knopman, David S. , Graff‐Radford, Jonathan , Petersen, Ronald C.

Alzheimer's & Dementia | June 12, 2025 | Volume: 21 | Issue: 6 | Pages: No page available

10.1002/alz.70384 Get It

Abstract INTRODUCTION Temporal cortical microstructural changes precede cortical atrophy during memory decline. We used neurite orientation dispersion and density imaging (NODDI) to assess such early microstructural change. METHODS Cognitively unimpaired (CU, n = 725) and mildly cognitively impaired (MCI, n = 111) participants from the Mayo Clinic Study of Aging underwent 3T magnetic resonance imaging (MRI), including NODDI and neuropsychological evaluation for calculation of memory z scores. Linear mixed effects modelling assessed the relationship between temporal cortical Neurite Density Index (NDI), Orientation Dispersion Index (ODI), and both baseline and mean annual change in memory z scores. RESULTS NDI was significantly associated with both baseline memory z scores and mean annual change of memory z scores, in the hippocampi and amygdalae. Similar significant associations with ODI were seen in hippocampi, parahippocampal, and fusiform gyri. DISCUSSION Temporal cortical NDI and ODI are early imaging biomarkers of cortical microstructural integrity that may predict memory decline in CU and MCI individuals. Highlights We imaged 836 participants in the Mayo Clinic Study of Aging, who were either cognitively unimpaired (CU) or suffered from mild cognitive impairment (MCI). Neurite orientation dispersion and density imaging (NODDI) is an advanced diffusion magnetic resonance imaging (MRI) technique We found significant associations between new NODDI imaging biomarkers of microstructural integrity and memory function in CU and MCI individuals These relationships were both cross‐sectional in nature and associated with future memory decline Future application of NODDI imaging biomarkers in the setting of anti‐amyloid monoclonal antibody therapy may provide greater insight into memory decline than current cortical atrophy measures.
Evaluation of disproportionately enlarged subarachnoid-space hydrocephalus in progressive supranuclear palsy
Fu, Mu‐Hui , Gunter, Jeffrey L. , Satoh, Ryota , Gatto, Rodolfo G. , Ali, Farwa , Clark, Heather M, Stierwalt, Julie A. G., Stephens, Yehkyoung C. , Pham, Nha Trang Thu, Jack, Clifford R. , Lowe, Val J. , Josephs, Keith A. , Whitwell, Jennifer L. , Stierwalt, Julie A, Youssef, Hossam , Jack, Clifford R , Josephs, Keith A , Whitwell, Jennifer , Whitwell, Jennifer L , Satoh, Ryota , Clark, Heather M. , Machulda, Mary M.

Brain Communications | June 2, 2025 | Volume: 7 | Issue: 3 | Pages: No page available

10.1093/braincomms/fcaf206 Get It

Abstract Normal pressure hydrocephalus is typically defined by the triad of gait disturbance, cognitive impairment, and urinary incontinence, and is characterized on MRI by disproportionately enlarged subarachnoid-space. Gait disturbance is also a commonly reported symptom in Parkinsonian disorders, especially progressive supranuclear palsy, although the frequency, clinical significance and mechanisms of hydrocephalus in these disorders are unclear. We aimed to assess the prevalence of hydrocephalic MRI parameters in a large cohort of Parkinsonian disorders and evaluate associations with clinical features and abnormalities on MRI and PET. Two hundred and thirty-eight participants with a Parkinsonian disorder, including 181 progressive supranuclear palsy, 36 corticobasal syndrome and 21 Parkinson’s disease, were enrolled from Mayo Clinic by the Neurodegenerative Research Group between September 2009 to October 2023. Automated detection of disproportionately enlarged subarachnoid-space hydrocephalus (D) was applied and using Evans’ index (E) cut-off point &gt;0.3, participants were classified based on both measures as imaging-suggestive of hydrocephalus (D+E+), enlarged subarachnoid-space only (D+E−), large Evans’ index only (D−E+) and no imaging evidence of hydrocephalus (D−E−). Demographic, clinical and imaging features, including magnetic resonance parkinsonism index, cortical and subcortical volumes, white matter hyperintensities, diffusion tractography metrics, and metabolism on PET, were compared across groups. Among the 238 participants, 24 had borderline subarachnoid space scores and were excluded. The remaining 214 participants were classified as: D+E+ (n = 20, 9%); D+E− (n = 8, 4%); D−E+ (n = 71, 33%) and D−E− (n = 115, 54%). Among the progressive supranuclear palsy participants, 11% were D+E+, 4% D+E−, 34% D−E+ and 51% D−E−. Most cases (n = 18) in the imaging-suggestive of hydrocephalus D+E+ group had progressive supranuclear palsy. The D+E+ participants were older, had more disorientation, more downgaze palsy, greater midbrain and cortical atrophy, lower striatal metabolism, greater degeneration of long-range white matter tracts, larger cistern areas and more periventricular and deep white matter hyperintensities compared to the D−E− participants without imaging evidence of hydrocephalus. The D+E− participants had the highest metabolism in the paracentral lobule and superior parietal gyrus. The D−E+ participants showed worse disease severity and greater midbrain and cortical atrophy compared to the D−E− participants. These findings demonstrate that disproportionately enlarged subarachnoid-space hydrocephalus occurs in ∼15% of progressive supranuclear palsy participants, and is associated with worse clinical and imaging outcomes, as well as white matter hyperintensities. We hypothesize that disproportionately enlarged subarachnoid-space may be a mechanistic byproduct of degeneration and subsequent cerebrospinal fluid flow re-distribution in progressive supranuclear palsy.
Aβ 42/40 and p-tau 181 as disease biomarkers in atypical Alzheimer's disease
Singh, Neha Atulkumar , Graff‐Radford, Jonathan , Li, Danni , Mielke, Michelle M. , Machulda, Mary M. , Schwarz, Christopher G. , Senjem, Matthew L. , Jack, Clifford R. , Lowe, Val J. , Josephs, Keith A. , Whitwell, Jennifer L. , Singh, Neha Atulkumar , Jack, Clifford R , Schwarz, Christopher G , Mielke, Michelle M , Senjem, Matthew L , Machulda, Mary M

Journal of Alzheimer’s Disease | April 23, 2025 | Volume: 105 | Issue: 3 | Pages: 923-931

10.1177/13872877251333450 Get It

Background Studies suggest that plasma Alzheimer's disease (AD) biomarkers may aid in the overall diagnosis of AD, but their utility among patients with atypical clinical presentations of AD are unknown. Objective The main objective of this study was to determine the relationship between amyloid-β (Aβ) and tau plasma biomarkers and PET measures of both Aβ and tau in atypical AD. The secondary objective was to determine if plasma biomarkers could differentiate patients with different atypical AD phenotypes and whether they were related to measures of disease severity. Methods We assessed whether plasma p-tau 181 and Aβ 42/40 were associated with Aβ and tau PET uptake, clinical phenotype and severity in 77 patients with PET biomarker-confirmed atypical AD. Results Plasma Aβ 42/40 ratio showed positive associations with tau PET uptake, with higher (more normal) Aβ 42/40 ratio associated with higher tau uptake; the ratio was not associated with Aβ PET. No associations were noted with plasma p-tau 181. Plasma Aβ 42/40 ratio and p-tau 181 concentrations were not associated with AD phenotype or cognitive severity. Conclusion Plasma Aβ 42/40 ratio and p-tau 181 concentrations are not associated with amyloid or tau PET or with clinical severity among individuals presenting with atypical AD.
Clinical, Neuroimaging, and Neuropathologic Features of Primary Progressive Aphasia Lacking Core Features of Nonfluent and Semantic Variants (P9-3.012)
Hiroyuki, Watanabe , Graff-Radford, Jonathan, Pham, Nha Trang Thu, Lowe, Val J. , Whitwell, Jennifer L. , Josephs, Keith A. , Duffy, Joseph R. , Clark, Heather, Machulda, Mary M. , Graff‐Radford, Jonathan , Dickson, Dennis W. , Whitwell, Jennifer L.

Neurology | April 7, 2025 | Volume: 104 | Issue: 7_Supplement_1 | Pages: No page available

10.1212/wnl.0000000000210559 Get It

Long Disease Duration Primary Progressive Apraxia of Speech: A Clinicopathological Study (P2-3.001)
Hossain, Nadia , Utianski, Rene, Duffy, Joseph, Whitwell, Jennifer , Josephs, Keith A. , Hossain, Nadia, Meade, Gabriela , Clark, Heather, Machulda, Mary M. , Lavrova, Anna , Dickson, Dennis W. , Botha, Hugo

Neurology | April 7, 2025 | Volume: 104 | Issue: 7_Supplement_1 | Pages: No page available

10.1212/wnl.0000000000210535 Get It

Longitudinal Rates of Brain Atrophy Differ Across Progressive Supranuclear Palsy Clinical Variants (P1-5.025)
Tosakulwong, Nirubol , Weigand, Stephen D. , Ali, Farwa , Stephens, Yehkyoung C. , Josephs, Keith A. , Whitwell, Jennifer L. , Kumar, Mahesh , Machulda, Mary M. , Schwarz, Christopher G. , Senjem, Matthew L. , Jack, Clifford R.

Neurology | April 7, 2025 | Volume: 104 | Issue: 7_Supplement_1 | Pages: No page available

10.1212/wnl.0000000000210522 Get It

Clinically Meaningful Changes in a Population-Based Study on Cognitive Aging (P6-3.009)
Aakre, Jeremiah A. , Graff-Radford, Jonathan, Kremers, Walter K. , Petersen, Ronald C. , Vassilaki, Maria , Kremers, Walter K , Castillo, Anna , Graff‐Radford, Jonathan , Vemuri, Prashanthi , Machulda, Mary M. , Jack, Clifford R. , Knopman, David S.

Neurology | April 7, 2025 | Volume: 104 | Issue: 7_Supplement_1 | Pages: No page available

10.1212/wnl.0000000000211815 Get It