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125 citation(s) found for "Reichard, R Ross".

Tau PET overlap index correlation with neuropathological findings
Lim, Seokbeen , Lee, Jeyeon, Min, Paul H., Mester, Carly , Ghatamaneni, Sujala, Senjem, Matthew L., Botha, Hugo, Knopman, David S., Ramanan, Vijay K., Savica, Rodolfo, Fields, Julie A. , Machulda, Mary M., Dickson, Dennis W., Reichard, R. Ross, Graff‐Radford, Jonathan, Schwarz, Christopher G., Gunter, Jeffrey L. , Kantarci, Kejal, Boeve, Bradley, Vemuri, Prashanthi, Jones, D., Jack, Clifford R., Petersen, Ronald C., Murray, Melissa E., Lowe, Val J., Min, Hoon‐Ki , Lim, Seokbeen , Moloney, Christina M. , Mester, Carly T, Lowe, Val J , Min, Hoon-Ki Paul , Lee, Jeyeon, Senjem, Matthew L. , Botha, Hugo , Knopman, David S. , McCarter, Stuart J. , Ramanan, Vijay K. , Savica, Rodolfo , Machulda, Mary M. , Dickson, Dennis W. , Reichard, R. Ross, Nguyen, Aivi T. , Graff‐Radford, Jonathan , Schwarz, Christopher G. , Kantarci, Kejal , Boeve, Bradley, Vemuri, Prashanthi , Jones, David T. , Jack, Clifford R. , Petersen, Ronald C. , Murray, Melissa E. , Lowe, Val J.

Mayo Clinic

Alzheimer's & Dementia | March 8, 2026 | Volume: 22 | Issue: 3 | Pages: No page available

10.1002/alz.71241 | PMID 41795671 Get It

Abstract INTRODUCTION The tau positron emission tomography (PET) overlap index (OI) has shown promise in maximizing signal‐to‐noise for longitudinal tau PET imaging, particularly for early tau pathology, but requires validation against neuropathology. METHODS Fifty‐seven participants who underwent serial tau PET imaging (flortaucipir) and subsequent autopsy were included. Tau PET OI and standardized uptake value ratios (SUVRs) were compared across neuropathological diagnoses. RESULTS Tau PET OI showed greater concordance with neurofibrillary tangle (NFT) severity in the entorhinal cortex (a key region for Alzheimer's disease [AD] tauopathy) than SUVR, particularly in early Braak tangle stages (positivity: 52.2% for OI vs. 13.0% for SUVR). OI detected overlapping tau voxels that exhibited spatial correspondence with immunohistochemical and autoradiography measures of tau deposition across both AD and non‐AD tauopathies. DISCUSSION These findings demonstrate the enhanced capacity of OI in serial tau PET to robustly detect early and spatially localized tau pathology, supporting its application as a sensitive imaging metric in AD and select non‐AD tauopathies.
Hippocampal subfield thickness and shape analysis in examining the impact of TDP‐43 in primary age‐related tauopathy
Gatto, Rodolfo G. , Petersen, Ronald C., Reichard, R. Ross, Jack, Clifford R., Whitwell, Jennifer L., Josephs, Keith A., Youseff, Hossam , Whitwell, Jennifer L , Youssef, Hossam , Petersen, Ronald C. , Reichard, R. Ross, Jack, Clifford R. , Whitwell, Jennifer L. , Josephs, Keith A.

Mayo Clinic

Alzheimer's & Dementia | March 8, 2026 | Volume: 22 | Issue: 3 | Pages: No page available

10.1002/alz.71267 | PMID 41795660 Get It

Abstract INTRODUCTION Hippocampal subfields are vulnerable to the transactive response DNA‐binding protein of 43 kDa (TDP‐43) and tau in primary age‐related tauopathy (PART). Geometry‐based morphometric analysis can improve the detection of structural changes in the hippocampus. METHODS Forty‐seven cases of autopsy‐confirmed PART without TDP‐43 and 19 cases of PART with TDP‐43 underwent antemortem magnetic resonance imaging (MRI) hippocampal segmentation and shape analysis. A separate cohort of 16 younger healthy individuals (YHIs) was included as a reference group. Hippocampal shape was analyzed in Python with non‐parametric cluster permutation testing. RESULTS PART(TDP+) group exhibited thinner left subiculum and CA1, with curvature deformations in left CA1 and CA2/3, relative to PART(TDP–). Both PART groups showed right‐sided predominance of thinning in presubiculum and subiculum, as well as curvature deformations in right presubiculum, subiculum, and CA1 when compared to YHIs. DISCUSSION Geometry‐based analysis showed different patterns of hippocampal thinning and curvature associated with PART(TDP+) compared to PART(TDP–).
Uptake of tau‐PET and neuropathological and autoradiographic findings from a globular glial tauopathy case series
Gatto, Rodolfo G. , Ghatamaneni, Sujala, Uruk, Gokhan, Min, Paul H., Reichard, R. Ross, Lowe, Val J., Dickson, Dennis W., Whitwell, Jennifer L., Josephs, Keith A., Min, Hoon‐Ki , Uruk, Gӧkhan , Youssef, Hossam , Min, Hoon-Ki Paul , Whitwell, Jennifer L , Uruk, Gokhan , Reichard, R. Ross, Lowe, Val J. , Dickson, Dennis W. , Whitwell, Jennifer L. , Josephs, Keith A.

Mayo Clinic

Alzheimer's & Dementia: Translational Research & Clinical Interventions | March 8, 2026 | Volume: 12 | Issue: 1 | Pages: No page available

10.1002/trc2.70225 | PMID 41743164 Get It

Abstract INTRODUCTION Globular glial tauopathy (GGT) is a rare type of frontotemporal lobar degeneration (FTLD) characterized by deposition of 4‐repeat tau. Detecting GGT with tau positron emission tomography (tau‐PET) is challenging. We aim to determine the associations between tau‐PET, autoradiography, and neuropathology methods in GGT. METHODS We identified three patients with GGT who had completed antemortem tau‐PET. Healthy control and two patients with Alzheimer's disease (AD) were also included for comparison. We analyzed gray matter (GM) and white matter (WM) from the superior/middle frontal gyrus (S/M‐FG) and the superior/middle temporal gyrus (S/M‐TG). Immunohistochemical staining was performed with antibodies against phospho‐tau (AT8, PHF‐1, RD4), glial fibrillary acidic protein (GFAP), and resting microglia (ionized calcium‐binding adaptor molecule 1; Iba1). Immunofluorescence with a fluorescent tau‐PET analog (T726) was performed. Regional tau‐PET standardized uptake value ratios (SUVRs) were calculated for comparative GM and WM regions. Autoradiographic studies with 18F‐AV1451 were also conducted. RESULTS Tau‐PET showed increased uptake in the WM regions of the S/M‐FG and S/M‐TG in GGT, and the GM regions in AD. Co‐localization was observed between T726 and PHF‐1, RD4, and GFAP in the WM in the patients with GGT, whereas co‐localization was observed with PHF‐1 predominantly in the GM in AD. Little co‐localization was observed with Iba1. In vitro 18F‐AV1451 autoradiography studies demonstrated minimal binding in GGT. Tau‐PET differentiated underlying GGT from AD based on the relative involvement of the WM and GM. CONCLUSION Histopathologic findings suggest that some flortaucipir uptake in GGT may represent underlying 4R tau, whereas autoradiographic analysis suggests that uptake is likely due to off‐target binding. Further studies with larger cohorts are needed to determine the pathological basis of flortaucipir uptake in GGT.
The Binding Patterns of Neurofibrillary Tangles Observed With High‐Resolution Autoradiography of 18 F MK 6240 and 18 F AV1451 Are Comparable and Predomina
Ghatamaneni, Sujala, Hruska, Courtney, Shin, Ian, Lee, Jeyeon, Fang, Ping , Wood, Ashley C., Constantopoulos, Eleni , Reichard, R. Ross, Jones, David T., Schwarz, Christopher G, Radford, Jonathan Graff, Knopman, David S., Jack, Clifford R., Petersen, Ronald, Dickson, Dennis W., Murray, Melissa E., Lowe, VJ, Bruinsma, Tyler J. , Min, Hoon-Ki Paul , Moloney, Christina M. , Wood, Ashley C., Reichard, R. Ross , Jones, David T. , Schwarz, Christopher G. , Knopman, David S. , Jack, Clifford R. , Petersen, Ronald, Dickson, Dennis W. , Murray, Melissa E.

Mayo Clinic

Alzheimer's & Dementia | January 10, 2026 | Volume: 21 | Issue: S2 | Pages: No page available

10.1002/alz70856_106581 Get It

Abstract Background An intense search is underway for tau PET tracers with enhanced capability to visualize tau aggregates. Research indicates that [18F] AV1451 and [18F]MK 6240 exhibit comparable binding properties in terms of spatial distribution and severity of tau aggregates, as observed both in‐vivo and in‐vitro. This study focused on head‐to‐head pathological comparison of both the tracers binding specificity to tangle maturity levels (pretangles, mature tangles and ghost tangles) of tau aggregates as seen on autoradiography as compared to CP‐13 (early tangle maturity marker) and PHF‐1(middling tangle maturity marker) immunohistochemical (IHC) stains in Alzheimer's disease (AD) and non‐AD tauopathies. Method Study participants included included those with AD and non‐AD tauopathies. Analyses were performed on serial 5um formalin fixed paraffin embedded postmortem human brain sections acquired from Mayo clinic brain bank. Visual assessment of colocalization with IHC as well as quantitative analyses were used. IHC sections were incubated with antibodies CP‐13 (recognizing early tangle maturity) and PHF‐1 (recognizing middling tangle maturity). Result A total of 38 participants were examined. The participants included a spectrum from normal to AD, including mild cognitive impairment (MCI) and atypical AD. Participants with N279K (4R), P301L (4R), and R406W MAPT mutations (3R+4R) were included as well. Both the tracers showed strong binding to AD tau aggregates and no or minimal binding to non‐AD tauopathies. Generally, early tangle maturity tau accumulation participants had more tau demonstrated with CP‐13 than PHF‐1 and both the tracers [18F]MK 6240 and [18F]AV 1451 binding are well correlated with the PHF‐1 staining suggesting the preference for middling tangle level and minimal to early tangles. Conclusion The emergence and validation of these new tau PET tracers have opened new opportunities for the development of more accurate diagnostic and management tools for AD. In our study on post‐mortem sections, [ 18 F]MK‐6240 and [ 18 F]Flortaucipir showed similar binding profiles with preference to middling tangle maturity levels.
Longitudinal 123 I‐FP‐CIT SPECT Analysis Using DaTQUANT Software in Autopsy Confirmed Dementia with Lewy Bodies Patients
Miyagawa, Toji , Przybelski, Scott A. , Vernon, Cynthia, Forsberg, Leah K., Fields, Julie A. , Ramanan, Vijay K., Graff‐Radford, Jonathan, Jones, David T., Savica, Rodolfo, Reichard, R. Ross, Parisi, J. E, Dickson, Dennis W., Murray, Melissa E., Day, Gregory S, Graff‐Radford, Neill R., Kantarci, Kejal, Lowe, VJ, Boeve, Brad F, Vernon, Cynthia, Min, Hoon-Ki Paul , Forsberg, Leah K. , McCarter, Stuart J. , Ferman, Tanis J. , Ramanan, Vijay K. , Graff‐Radford, Jonathan , Jones, David T. , Savica, Rodolfo , Reichard, R. Ross , Nguyen, Aivi T. , Dickson, Dennis W. , Murray, Melissa E. , Day, Gregory S. , Graff‐Radford, Neill R. , Louis, Erik K. St. , Jain, Manoj , Kantarci, Kejal

Mayo Clinic

Alzheimer's & Dementia | January 9, 2026 | Volume: 21 | Issue: S2 | Pages: No page available

10.1002/alz70856_107564 Get It

Abstract Background Dementia with Lewy Bodies (DLB) has been overlooked or misdiagnosed as Alzheimer's disease (AD) dementia due to its frequent concomitant AD pathology with Lewy Body Disease (LBD) pathology. Although autopsy confirmation has been the gold standard for the precise diagnosis of DLB, time‐course 123 I‐FP‐CIT SPECT (DaT‐SPECT) findings in autopsy‐confirmed DLB are not well characterized. We previously reported that the DaTQUANT z‐score of the more affected side of the putamen has the best discriminatory power in detecting LBD pathology and nigrostriatal degeneration in dementia patients and demonstrated z‐score of −1 as the cutoff value. We sought to examine how DaT‐SPECT findings change over time in autopsy confirmed LBD patients in preparation for its use in LBD targeted clinical trials. Method Eight autopsy confirmed neocortical or limbic LBD patients who underwent two or more DaT‐SPECT were included. Nigrostriatal dopamine transporter (DaT) binding and age‐adjusted z‐scores were analyzed using the DaTQUANT 2.0 software (GE Healthcare). Result Six patients (75%) were male. The patients had 2.5±0.7 longitudinal DaT‐SPECT scans. Clinical diagnosis at initial scan was: DLB (75%), mild cognitive impairment (MCI) with REM sleep behavior disorder (RBD) (13%), and isolated RBD (iRBD) (13%). Clinical diagnosis at last scan was: DLB (88%) and iRBD (12%). All patients developed dementia during life. Mean age at initial scan/last scan/autopsy were 71.1±7.0/73.4±6.9/75.1±7.3 years old. Time from initial and last scan to autopsy were 4.0±1.9 and 1.8±1.9 years respectively. Seven patients (88%) had neocortical LBD and one (12%) had limbic LBD. Concomitant AD pathology was observed in four patients (two males (33%), two females (100%)). All patients had DaTQUANT putamen z‐score <‐1.0 at their initial scan including in MCI+RBD (‐1.76) and iRBD (‐1.53) patients. In the DLB patients at their initial scans, five (83%) had DaTQUANT putamen z‐score <‐2.0 and one (17%) had z‐score of ‐1.55. All patients (100%) showed DaTQUANT putamen z‐score <‐2.0 at their last scans. Conclusion DaTQUANT using cut‐off putamen z‐score of ‐1 was associated with underlying LBD pathology including at their iRBD and MCI stages. Nigrostriatal DaT binding tends to decline over time with DaTQUANT z‐score <‐2 at their last scans.
Skin Biopsy for Phosphorylated α‐Synuclein in Mild Cognitive Impairment or Dementia Due to Lewy Body Disease in a Convenience Cohort from a Subspecialty Behavioral Neurology Practice
Botha, Hugo, Barnard, Leland R , Reichard, R. Ross, Larsen, Rachel A. , Cogan, Wendy, Switzer, Aaron , Ramanan, Vijay K., Neth, Bryan J. , Townley, Ryan , Savica, Rodolfo , Jones, D., Miyagawa, Toji , Fields, Julie A. , Vernon, Cynthia J. , Trottier, Zachary A., Lowe, Val J. , Knopman, David S., Petersen, Ronald C., Dickson, Dennis W., Kantarci, Kejal, Graff‐Radford, Jonathan, Boeve, B. F., Kantarci, Kejal , Rigby, Michael J. , Larsen, Rachel, Savica, Rodolfo , Miyagawa, Toji , St Louis, E K , Kantarci, Kejal , Graff-Radford, Jonathan , McCarter, Stuart J , Neth, Byran J. , Switzer, Aaron R , Botha, Hugo , Reichard, R. Ross , Ramanan, Vijay K. , Jones, David T. , Vernon, Cynthia, Trottier, Zachary, Louis, Erik K. St. , Knopman, David S. , Petersen, Ronald C. , Graff‐Radford, Jonathan , McCarter, Stuart J.

Mayo Clinic

Movement Disorders | December 29, 2025 | Volume: 41 | Issue: 4 | Pages: 962-971

10.1002/mds.70158 | PMID 41459992 Get It

Abstract Background Immunohistochemically detected phosphorylated α‐synuclein (p‐α‐syn) in cutaneous nerves has been found in >95% of patients meeting consensus criteria for dementia with Lewy bodies (DLB); however, its performance in prodromal stages (mild cognitive impairment‐Lewy body [MCI‐LB]) and clinical practice is unknown. Objective We evaluated skin biopsy for p‐α‐syn in a convenience cohort of patients with suspected MCI‐LB or DLB in a tertiary care setting. Methods 53 patients underwent commercially available skin biopsy for skin nerve p‐α‐syn as part of a clinical evaluation for suspected MCI‐LB/DLB. Consensus MCI‐LB/DLB criteria blinded to skin biopsy result were applied through retrospective chart review; those not definitively meeting criteria were considered questionable synucleinopathy (QS). Results Median age at skin biopsy was 70 years (range, 43–87 years) with 81% men. 36 patients (68%) had positive skin biopsies. 32/43 (74%) patients meeting clinical consensus criteria for DLB/MCI‐LB had a positive skin biopsy, with higher frequency in MCI‐LB (87%) compared with DLB (60%). 4/10 (40%) QS had positive biopsies. One patient with a positive skin biopsy had no evidence of central nervous system (CNS) α‐syn on autopsy. Conclusions Positive skin biopsy for p‐α‐syn occurs across the spectrum of cognitive presentations of Lewy body disease including prodromal DLB, albeit at a lower frequency in this retrospective review of atypical cases compared with typical clinical presentations. A positive skin biopsy may not reflect CNS synucleinopathy as the etiology for a patient's symptoms in some cases. Longitudinal studies of skin biopsies for p‐α‐syn in suspected MCI‐LB/DLB with autopsy confirmation are needed. © 2025 International Parkinson and Movement Disorder Society.
Superficial Cortical Aβ Clearance and ARIA Pathology in Aducanumab‐Treated Alzheimer's Disease
Boon, Baayla D.C., Piura, Yoav , Chalk, Jessica L , Lincoln, Sarah, Rutledge, Matthew H., Reichard, R. Ross, Graff‐Radford, Jonathan, Knopman, D S, Graff‐Radford, Neill R., Murray, Melissa E., Boon, Baayla D.C. , Moloney, Christina M. , Johnson, Derek R. , Dickson, Dennis W. , Nguyen, Aivi T. , Reichard, R. Ross , Graff‐Radford, Jonathan , Knopman, David S. , Graff‐Radford, Neill R. , Murray, Melissa E.

Mayo Clinic

Alzheimer's & Dementia | December 25, 2025 | Volume: 21 | Issue: S1 | Pages: No page available

10.1002/alz70855_105890 Get It

Abstract Background Monoclonal antibodies targeting amyloid‐β (Aβ), including aducanumab, have been tested to treat Alzheimer's disease (AD). However, limited data exist on neuropathology following treatment and the effects of amyloid‐related imaging abnormalities (ARIA). We report on such data from five aducanumab‐treated study participants with AD of whom two experienced ARIA. Methods Aducanumab‐treated study participants who came to autopsy ( n = 5) were matched to AD controls ( n = 12) based on the presence/type of autosomal dominant AD mutation, APOE genotype, age at cognitive symptom onset, and sex. We assessed cognitive measures, 18 F‐florbetapir PET centiloid, ARIA risk factors, and AD neuropathologic change. Using multiplex immunofluorescence, brain regions affected along Thal Aβ phases were stained for Aβ isoforms and phosphorylated tau, as well as for ARIA‐associated markers, including Perls’ Prussian blue to detect ferric iron, fibrinogen‐α for blood brain barrier integrity, membrane attack complex (C5b‐C9) for complement activation, and activated microglia (IBA1, CD68). Results Study participants included four males and one female, all carrying at least one APOE ε4 allele. Two participants carried a PSEN1 NM_000021.4:c.817G>A , p.Glu273Lys mutation. Cumulative aducanumab dosage ranged between 5–241 mg/kg, with death occurring 5–41 months after the last infusion. Amyloid burden on PET declined in all participants (range 15‐100 centiloids). Two participants experienced ARIA. Compared to AD controls, Aβ aa1‐8 and Aβ 42 were selectively reduced in cortical layer I of aducanumab‐treated study participants ( p <0.05) but not in the total cortex, as shown for the middle frontal cortex in Figure 1. No differences were observed in phosphorylated tau burden. Prussian blue‐stained hemosiderin was present in both treated and untreated AD cases. However, in participants with ARIA, hemosiderin accumulated in superficial cortical layers near CAA‐laden meningeal and penetrating vessels, which also exhibited extensive complement and microglial activation (Figure 2). Conclusions Aβ clearance and ARIA‐related findings were localized predominantly in superficial cortical layers, suggesting that aducanumab biodistribution is more pronounced in these regions rather than deeper cortical layers.
Cognitively resilient individuals show enrichment for MS4A gene SNPs and postmortem amyloid‐responsive microglia
Ramanan, Vijay K., Przybelski, Scott A. , Hofrenning, Ekaterina I. , Petersen, R. C., Graff‐Radford, Jonathan, Knopman, David S., Jack, Clifford R., Reichard, R. Ross, Vemuri, Prashanthi, Nguyen, Aivi T. , Ramanan, Vijay K. , Graff‐Radford, Jonathan , Knopman, David S. , Jack, Clifford R. , Reichard, R. Ross , Vemuri, Prashanthi

Mayo Clinic

Alzheimer's & Dementia | December 24, 2025 | Volume: 21 | Issue: S1 | Pages: No page available

10.1002/alz70855_106867 Get It

Abstract Background Cognitive resilience is the discrepancy in individuals with intermediate to high Alzheimer's disease neuropathologic change (ADNC) and normal cognition. Currently, the role of microglial activation in cognitive resilience is understudied. Method In the MCSA brain bank, high‐cognitively unimpaired (high‐CU) participants were defined as those performing in the upper quartile of their respective age groups based upon antemortem global cognition z‐scores, computed from memory, language, executive function, and visuospatial domain z‐scores. From the high‐CU group ( N = 118, global z‐scores from 1.55 to 1.78), cognitively resilient (CR) individuals were identified as those with intermediate to high ADNC upon neuropathologic evaluation. First, regression models were fit to evaluate global cognition as a function of age, sex, amyloid PET, and microglial‐specific genes of interest, including MS4A gene cluster SNPs. Second, a subset of CR participants was analyzed for postmortem ARM expression in the dorsolateral prefrontal cortex. Single immunohistochemistry was performed on formalin‐fixed, paraffin‐embedded sections using antibodies against beta‐amyloid (6F3D) and CD163 (10D6). Digital image analysis was performed on scanned sections (40x, Leica Aperio GT 450), and ARM (CD163%area) and beta‐amyloid (%area) measurements were obtained using QuPath. Cognitively impaired (CI) control group was matched on age, sex, ADNC level, and APOE4 status. Spearman correlations were performed between postmortem ARM and antemortem MRI, PET, plasma, and global cognition metrics. Result A third (39/118) of high‐CU cases showed intermediate/high ADNC (CR group). Furthermore, 28% of CR individuals harbored an MS4A6A SNP, which showed a protective effect on cognition via amyloid‐PET ( p = 0.043, Figure 1). Moreover, CR individuals harbored significantly higher ARM:amyloid than the CI group ( p <0.001, Figure 2) and fewer neuritic plaques ( p = 0.03, Figure 3). Antemortem white matter hyperintensities and global cognition were significantly correlated to ARM expression (r=0.556 [p=0.042] and r=0.648 [p=0.02], respectively). Conclusion Microglial specific MS4A6A SNP, which modulates microglial activation, was seen in a third of CR individuals. Postmortem analyses in CR individuals revealed increased ARM:amyloid, which was also associated with higher antemortem cognitive performance. These findings underscore the role of microglial activation in cognitive resilience. Future work is needed to investigate microglial protective mechanisms and links between vascular disease and microglial activation.
Prediction of neuropathology using the FDG‐PET based patient similarity network
Zhang, Gemeng , Barnard, Leland, Botha, Hugo, Gogineni, Venkatsampath, Graff‐Radford, Jonathan, Huls, Sean J. , Stricker, John L. , Fan, Winnie Z. , Wiste, Heather J. , Machulda, Mary M., Murray, Melissa E., Reichard, R. Ross, Gunter, Jeffrey L. , Schwarz, Christopher G, Kantarci, Kejal, Whitwell, Jennifer L., Josephs, K., Knopman, David S., Boeve, Brad F, Petersen, Ronald, Jack, Clifford R., Lowe, Val J. , Jones, David T., Barnard, Leland R , Botha, Hugo , Corriveau‐Lecavalier, Nick , Graff‐Radford, Jonathan , Burkett, Brian J. , Johnson, Derek R. , Khurana, Aditya , Min, Hoon-Ki Paul , Senjem, Matthew L. , Machulda, Mary M. , Murray, Melissa E. , Dickson, Dennis W. , Nguyen, Aivi T. , Reichard, R. Ross , Schwarz, Christopher G. , Kantarci, Kejal , Whitwell, Jennifer L. , Knopman, David S. , Petersen, Ronald, Jack, Clifford R. , Jones, David T.

Mayo Clinic

Alzheimer's & Dementia | December 24, 2025 | Volume: 21 | Issue: S1 | Pages: No page available

10.1002/alz70855_103746 Get It

Abstract Background Neuropathologic evaluation is essential for diagnosing and treating dementia, but definitive diagnoses is only available after post‐mortem brain autopsy. Positron emission tomography (PET) offers a potential in vivo proxy for predicting neuropathology. This study proposes a semi‐supervised learning (SSL) model using a single FDG‐PET image to predict underlying neuropathology. Method The SSL model leverages a self‐organized graph structure based on a patient similarity network (PSN) created from 1,495 FDG‐PET images across the aging and neurodegenerative spectrum. Each patient is represented by a node, with edges indicating image similarity derived from principal component analysis features and cosine similarity weights. The PSN structure connects 20 nearest neighbors. Neuropathologic labels were available for 204 autopsied patients. The Poisson Learning Method was employed to propagate labels from these annotated nodes to unlabeled nodes, guided by the PSN structure. FDG‐PET images were collected from clinical and research participants at the Mayo Clinic and processed using an MRI‐free pipeline. Neuropathologic labels were assigned based on widely accepted diagnostic criteria. Leave‐one‐out cross‐validation (LOOCV) was used to assess model performance. Results The confusion matrix demonstrated high accuracy in predicting Alzheimer's disease, frontotemporal lobar degeneration with tau inclusions, and Lewy body disease pathology. A Sankey diagram and label distribution analysis revealed strong correlations between clinical and predicted neuropathologic labels. Conclusion This study highlights the potential of a graph‐based SSL pipeline to predict neuropathological changes using FDG‐PET imaging data, despite limited pathology labels. The findings underscore the value of SSL in bridging the gap between abundant neuroimaging data and scarce neuropathologic labels, contributing to improved dementia diagnosis and understanding.
Longitudinal 123 I‐FP‐CIT SPECT Analysis Using DaTQUANT Software in Autopsy Confirmed Dementia with Lewy Bodies Patients
Miyagawa, Toji , Przybelski, Scott A. , Vernon, Cynthia, Forsberg, Leah K. , Fields, Julie A. , Ferman, Tanis J. , Ramanan, V. K., Graff‐Radford, Jonathan, Savica, Rodolfo, Reichard, R. Ross, Parisi, J. E, Murray, Melissa E., Day, Gregory S, Graff‐Radford, Neill R., Jain, Manoj , Kantarci, Kejal, Lowe, Val J. , Boeve, Brad F, Ferman, Tanis J , Vernon, Cynthia, Min, Hoon-Ki Paul , McCarter, Stuart J. , Ramanan, Vijay K. , Graff‐Radford, Jonathan , Jones, David T. , Savica, Rodolfo , Reichard, R. Ross , Nguyen, Aivi T. , Dickson, Dennis W. , Murray, Melissa E. , Day, Gregory S. , Graff‐Radford, Neill R. , Louis, Erik K. St. , Kantarci, Kejal

Mayo Clinic

Alzheimer's & Dementia | December 23, 2025 | Volume: 21 | Issue: S8 | Pages: No page available

10.1002/alz70862_110109 Get It

Abstract Background Dementia with Lewy Bodies (DLB) has been overlooked or misdiagnosed as Alzheimer’s disease (AD) dementia due to its frequent concomitant AD pathology with Lewy Body Disease (LBD) pathology. Although autopsy confirmation has been the gold standard for the precise diagnosis of DLB, time‐course 123 I‐FP‐CIT SPECT (DaT‐SPECT) findings in autopsy‐confirmed DLB are not well characterized. We previously reported that the DaTQUANT z‐score of the more affected side of the putamen has the best discriminatory power in detecting LBD pathology and nigrostriatal degeneration in dementia patients and demonstrated z‐score of −1 as the cutoff value. We sought to examine how DaT‐SPECT findings change over time in autopsy confirmed LBD patients in preparation for its use in LBD targeted clinical trials. Method Eight autopsy confirmed neocortical or limbic LBD patients who underwent two or more DaT‐SPECT were included. Nigrostriatal dopamine transporter (DaT) binding and age‐adjusted z‐scores were analyzed using the DaTQUANT 2.0 software (GE Healthcare). Result Six patients (75%) were male. The patients had 2.5±0.7 longitudinal DaT‐SPECT scans. Clinical diagnosis at initial scan was: DLB (75%), mild cognitive impairment (MCI) with REM sleep behavior disorder (RBD) (13%), and isolated RBD (iRBD) (13%). Clinical diagnosis at last scan was: DLB (88%) and iRBD (12%). All patients developed dementia during life. Mean age at initial scan/last scan/autopsy were 71.1±7.0/73.4±6.9/75.1±7.3 years old. Time from initial and last scan to autopsy were 4.0±1.9 and 1.8±1.9 years respectively. Seven patients (88%) had neocortical LBD and one (12%) had limbic LBD. Concomitant AD pathology was observed in four patients (two males (33%), two females (100%)). All patients had DaTQUANT putamen z‐score <‐1.0 at their initial scan including in MCI+RBD (‐1.76) and iRBD (‐1.53) patients. In the DLB patients at their initial scans, five (83%) had DaTQUANT putamen z‐score <‐2.0 and one (17%) had z‐score of ‐1.55. All patients (100%) showed DaTQUANT putamen z‐score <‐2.0 at their last scans. Conclusion DaTQUANT using cut‐off putamen z‐score of ‐1 was associated with underlying LBD pathology including at their iRBD and MCI stages. Nigrostriatal DaT binding tends to decline over time with DaTQUANT z‐score <‐2 at their last scans.