Citations

Mayo Clinic

Clear

644 citation(s) found for "Hugo".

Conventional versus advanced imaging selection for endovascular treatment of basilar artery occlusion strokes
Chen, Huanwen , Colasurdo, Marco, Matsukawa, Hidetoshi, Cunningham, Conor, Maier, Ilko , Kasab, Sami Al, Jabbour, Pascal , Kim, Joon-Tae, Wolfe, Stacey Quintero, Rai, Ansaar, Starke, Robert M, Psychogios, Marios-Nikos, Goyal, Nitin, Yoshimura, Shinichi, Cuellar, Hugo, Grossberg, Jonathan A, Alawieh, Ali, Alaraj, Ali, Ezzeldin, Mohamad, Romano, Daniele G, Tanweer, Omar, Mascitelli, Justin, Fragata, Isabel, Polifka, Adam, Siddiqui, Fazeel, Osbun, Joshua, Crosa, Roberto, Matouk, Charles, Park, Min S, Levitt, Michael R, Brinjikji, Waleed, Moss, Mark, Dumont, Travis, Daglioglu, Ergun, Williamson, Richard, Navia, Pedro, Leacy, Reade De, Chowdhry, Shakeel, Altschul, David J, Spiotta, Alejandro M, Kan, Peter, Wolfe, Stacey Q , Alaraj, Ali , Altschul, David , Samaniego, Edgar A , Jabbour, Pascal , Alaraj, Ali , Altschul, David J , Wolfe, Stacey Quintero , Chen, Huanwen , Colasurdo, Marco, Matsukawa, Hidetoshi, Cunningham, Conor, Kasab, Sami Al, Kim, Joon-Tae, Wolfe, Stacey Quintero, Rai, Ansaar, Starke, Robert M, Psychogios, Marios‐Nikos , Goyal, Nitin, Yoshimura, Shinichi, Cuellar, Hugo, Grossberg, Jonathan A, Alawieh, Ali, Ezzeldin, Mohamad, Romano, Daniele G, Tanweer, Omar, Mascitelli, Justin, Fragata, Isabel, Polifka, Adam, Siddiqui, Fazeel, Osbun, Joshua, Crosa, Roberto, Matouk, Charles, Park, Min S, Levitt, Michael R, Brinjikji, Waleed, Moss, Mark, Dumont, Travis, Daglioglu, Ergun, Williamson, Richard, Navia, Pedro, Leacy, Reade De, Chowdhry, Shakeel, Spiotta, Alejandro M, Kan, Peter

European Stroke Journal | January 20, 2026 | Volume: 11 | Issue: 1 | Pages: No page available

10.1093/esj/23969873251364973 | PMID 41614473 Get It

Abstract Introduction Endovascular thrombectomy (EVT) is an effective treatment for basilar artery occlusion (BAO) stroke in select patients. While there is a growing body of literature suggesting that advanced imaging modalities such as computed tomography perfusion (CTP) and magnetic resonance (MR) may not be necessary for selecting anterior circulation large vessel occlusion stroke patients for EVT, whether advanced imaging may be superior to conventional imaging (non-contrast CT and CT angiography) in identifying good treatment candidates among BAO patients is less clear. Patients and methods This was a multicenter retrospective cohort study of BAO EVT patients treated from 2013 to 2022 in the Stroke Thrombectomy and Aneurysm Registry. Patients selected for EVT by advanced imaging (CTP or MR) were matched with those selected by conventional imaging using propensity score matching (PSM) accounting for possible confounders. Primary outcome was functional independence at 90 days. Other outcomes include bedridden state or death at 90-days and symptomatic intracranial hemorrhage (sICH). Results 268 patients were included. 150 patients were selected for BAO EVT by conventional imaging, 86 by CTP, and 32 by MR. Patients selected by advanced imaging were significantly older than those selected by conventional imaging (median age 71 vs 64 years, p = 0.001); patient characteristics were otherwise similar between cohorts. After PSM, 90-day outcomes were similar between the two cohorts (p = 0.56), with similar rates of functional independence (39.4% vs 35.1%, p = 0.65), bedridden state or death (40.4% vs 44.7%, p = 0.66), and sICH (3.3% vs 5.7%, p = 0.49) for conventional and advanced imaging groups, respectively. Results were similar across treatment time windows (all p > 0.05). Conclusions Selecting patients for basilar EVT using conventional versus advanced imaging did not result in different clinical outcomes, regardless of treatment time windows. Conventional imaging appears sufficient as a first-line tool for selecting basilar EVT patients in routine clinical practice.
Frontline aspiration versus stent retriever thrombectomy for M2 occlusions: Insights from the STAR registry
Gaub, Michael , Kasem, Rahim Abo , Maier, Ilko , Rai, Ansaar, Jabbour, Pascal, Kim, Joon-Tae, Wolfe, Stacey Q , Starke, Robert M, Psychogios, Marios-Nikos, Goyal, Nitin, Dye, Justin , Alaraj, Ali, Ezzeldin, Mohamad , Yoshimura, Shinichi, Fiorella, David, Tanweer, Omar, Romano, Daniele G, Navia, Pedro, Cuellar, Hugo H, Polifka, Adam , Osbun, Joshua, Siddiqui, Fazeel , Moss, Mark, Mokin, Maxim, Matouk, Charles, Park, Min S, Brinjikji, Waleed, Dağlıoğlu, Ergün , Williamson, Richard, Altschul, D, Ogilvy, Christopher S, Levitt, Michael R, Gory, Benjamin, Paul, A, Kan, Peter, Casagrande, Walter, Chowdhry, Shakeel, Stiefel, Michael , Grandhi, Ramesh, Spiotta, Alejandro M , Mascitelli, Justin, Jabbour, Pascal , Ogilvy, Christopher S. , Alaraj, Ali , Altschul, David , Abo Kasem, Rahim , Jabbour, Pascal , Alaraj, Ali , Altschul, David J , Wolfe, Stacey Quintero , Ogilvy, Christopher S , Rai, Ansaar , Kim, Joon‐Tae , Howard, Brian M , Alawieh, Ali , Psychogios, Marios‐Nikos , Shaban, Amir , Fiorella, David , Tanweer, Omar , Romano, Daniele Giuseppe , Navía, Pedro , Fragata, Isabel , Osbun, Joshua W , Moss, Mark, Limaye, Kaustubh , Mokin, Maxim , Matouk, Charles , Brinjikji, Waleed , Williamson, Richard, Crosa, Roberto , Levitt, Michael R. , Gory, Benjamin , Paul, Alexandra R , Chowdhry, Shakeel , Grandhi, Ramesh , Mascitelli, Justin R

European Stroke Journal | January 20, 2026 | Volume: 11 | Issue: 1 | Pages: No page available

10.1093/esj/23969873251381924 | PMID 41614461 Get It

Abstract Background Recent trials have furthered uncertainty regarding the endovascular benefit for medium vessel occlusions (MeVO). Stent retrievers (SR) were employed in the first attempt in most interventional arm participants. We sought to compare outcomes in acute MCA M2 occlusions between frontline aspiration and SR, and to delineate procedural and anatomical covariates associated with differential treatment effect. Methods Retrospective analysis of a multicenter stroke thrombectomy cohort identified cases of MT for M2 occlusions. Unmatched and propensity score-matched (PSM) cohorts were generated comparing frontline aspiration to standalone and combined SR. The primary outcome was functional independence (mRS 0–2) at 90 days. Recanalization, symptomatic intracranial hemorrhage (sICH), mortality, and the effect of M2 laterality, division occlusion and procedure time were assessed. Results About 1734 patients with M2 occlusions underwent either frontline aspiration (n = 711) or SR/combined (n = 958) thrombectomy between 2013 and 2024. PSM analysis favored aspiration for functional independence (49.9% vs 44.0%, OR 1.27 (1.03–1.57)), complete recanalization (61.2% vs 48.7%, OR 1.66 (1.34–2.05)), complete first pass effect (35.0% vs 27.6%, OR 1.42 (1.13–1.78)), and sICH (3.5% vs 6.2%, OR 0.55 (0.33–0.91)), with no difference in mortality. Frontline aspiration had significantly shorter procedural times (median 28 [IQR 15–49.5] vs 51 [IQR 35–78] minutes; p < 0.001). For every minute increase in procedure time, the probability of functional independence decreased significantly (p < 0.001) less with frontline aspiration (0.35%) compared to SR/combined (1.61%). Conclusion Frontline aspiration for M2 occlusions resulted in better clinical and angiographic outcomes compared to SRs. Future trials for MeVO with a focus on contact aspiration thrombectomy may succeed where recent trials have failed.
Assessing neuroinflammation in Alzheimer's disease: A TSPO‐PET study using ER176 and its correlation with amyloid and tau pathology
Kandimalla, Mahathi , Jacobson, David N, Lee, Jeyeon , Nycklemoe, Marin, Botha, Hugo, Graff‐Radford, Jonathan, Jones, David T., Vemuri, Prashanthi, Kantarci, Kejal, Knopman, David S., Jack, Clifford R., Petersen, Ronald, Lowe, Val J. , Lim, Seokbeen , Min, Hoon-Ki Paul , Botha, Hugo , Graff‐Radford, Jonathan , Jones, David T. , Vemuri, Prashanthi , Kantarci, Kejal , Knopman, David S. , Jack, Clifford R. , Petersen, Ronald

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

10.1002/alz70856_106023 Get It

Abstract Background Neuroinflammation plays a crucial role in neuronal damage, synaptic dysfunction, and impaired neurogenesis, significantly contributing to Alzheimer's Disease (AD) progression. To address this, we assessed ER176's effectiveness in detecting neuroinflammation in cognitively unimpaired (CU) A–, CU A+, mild cognitive impairment (MCI), and AD participants, with a particular focus on their amyloid and tau status. This research aims to help identify suitable candidates for specialized treatment when adversely impacted by neuroinflammation. Method Participants from the Mayo Clinic Study of Aging were recruited for this study. The study included four participant groups: CU A– ( n = 25), CU A+ ( n = 25), MCI A+ ( n = 25), and AD ( n = 15). We explored the variations in neuroinflammation PET results among different groups. Result When compared to CU A–, both CU A+ and MCI A+ groups (Figure 1) showed greater regional neuroinflammation. AD exhibited more widely affected regions with neuroinflammation (temporal, occipital, and parietal lobes) than CU A‐ over the PVC spectrum (Figure 1). Minimally more neuroinflammation was seen (temporal lobes) in MCI A+ than CU A+ (Figure 1). AD had more widespread regional neuroinflammation vs CU A+ (Figure 1) than in MCI A+ vs CU+. The least difference in neuroinflammation is seen in MCI A+ vs AD (Figure 1). For A+ vs A‐, A+ showed more widespread neuroinflammation (Figure 2). T+ (tau>=1.29) vs T‐ (tau<1.29) showed more neuro inflammation with T+ (Figure 2). Comparisons varied modestly in significance level with PVC method (Figures 1 and 2). Conclusion The findings demonstrate that neuroinflammatory changes are associated with AD pathology. Even at early stages, neuroinflammation is associated with CU+. As the condition progresses, neuroinflammation extends to more brain regions and is associated with increased A+ and T+ pathology in MCI A+ and AD. These results suggest an early and persistent role of neuroinflammation in the progression AD pathology, indicating that therapy options could include early anti‐inflammatory intervention, even prior to clinical symptoms, along with treatment during clinical manifestations. PVC methods used may provide somewhat variable results.
What Is in a Label? The Importance of Clinical Specificity and Challenges of Diagnostic Evolution in Progressive Speech-Language Disorders
Utianski, Rene L, Meade, Gabriela , Duffy, Joseph R., Botha, Hugo, Duffy, Joseph R. , Utianski, Rene L. , Botha, Hugo , Utianski, Rene L , Duffy, Joseph R , Botha, Hugo , Meade, Gabriela

American Journal of Speech-Language Pathology | January 7, 2026 | Volume: 35 | Issue: 2 | Pages: 860-866

10.1044/2025_ajslp-25-00251 | PMID 41499662 Get It

Purpose: This viewpoint addresses the complexity of the nomenclature of progressive speech-language disorders, which often exists at the intersection of descriptive symptoms, clinical syndromes, and underlying neuropathology. Using primary progressive apraxia of speech (PPAOS) as an example, we explore how overlapping diagnostic frameworks employed by speech-language pathologists, neurologists, and other clinicians and researchers can lead to different diagnostic labels that may evolve throughout disease progression. These discrepancies and changes can complicate patient understanding, clinical care, and affect eligibility for clinical trials. We highlight the importance of diagnostic specificity, flexibility, and multidisciplinary collaboration in improving patient counseling, prognostication, treatment planning, and clinical research alignment, particularly in the context of the growing number of clinical trials and specialized, multidisciplinary clinics. Conclusions: This viewpoint explores how symptom-based, syndrome-based, and pathology-based diagnoses can work together to support patient care and research. Accurate and specific diagnosis of speech-language disorders has important implications for patient understanding of their condition, identity, prognostic accuracy, access to care, clinical trial enrollment, and treatment planning and efficacy. Misdiagnosis or vague labeling can result in inappropriate interventions, delayed support, and skewed research findings. We argue that multidisciplinary collaboration and flexibility in recognizing evolving symptom-based and syndrome-based labels over the disease course—and as the fields learn more—is essential to empower patients with accurate, actionable information. Embracing both the specificity and the complexity of progressive speech-language disorders can both enhance communication and facilitate research.
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.

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.
Exploring Cause of Death for Patients who Initially Present with Primary Progressive Apraxia of Speech
Utianski, Rene L, Duffy, Joseph R, Whitwell, Jennifer L., Botha, Hugo, Josephs, Keith A., Utianski, Rene L. , Meade, Gabriela , Duffy, Joseph R. , Whitwell, Jennifer L. , Botha, Hugo , Josephs, Keith A.

Alzheimer's & Dementia | December 25, 2025 | Volume: 21 | Issue: S4 | Pages: No page available

10.1002/alz70858_100233 Get It

Abstract Background Primary progressive apraxia of speech (PPAOS) is a frontotemporal lobar degeneration spectrum disorder characterized by progressive speech motor planning/programming decline. Patients often develop neurological symptoms, frequently evolving into progressive supranuclear palsy (PSP)/corticobasal syndrome (CBS) overlap syndromes. Requests for information about disease progression and causes of death are common amongst our clinical and research encounters; however, empiric evidence to guide these discussions is lacking. Understanding causes of death may enhance counseling and support targeted interventions to delay fatal outcomes. This study aimed to describe causes of death in PPAOS. Methods Data from 29 deceased PPAOS patients (16 males) seen in research studies (July 2010–May 2023) were reviewed. Causes of death were established from medical charts and family reports. Fifteen had prosodic and 12 had phonetic‐predominant PPAOS; two had no clear predominance. Median age at onset was 67.08 years, disease duration 9.78 years, and age at death 76.25 years. 28 patients were white and one was Asian Indian. Results Overall, fifteen (52%) patients died from overall deterioration (cachexia/dehydration), nine (31%) from aspiration pneumonia, and the remainder from falls (10%), asphyxiation (3%), or medical aid in dying (3%). There was no clear association with AOS subtype and cause of death. Conclusions Most deaths in PPAOS resulted from systemic failure or dysphagia‐related complications. Half of the patients died without a clear precipitating event, described by family members as “shutting down,” similar to other prior studies that have shown central nervous system deterioration associated with dementia as cause of death. Aspiration pneumonia caused 34% of deaths, highlighting the need for early swallowing management, including assessments, dietary adjustments, and caregiver education. Falls underscore the importance of addressing balance and motor impairments through proactive prevention strategies. Other factors, such as access to healthcare and medical and psychiatric comorbidities were not analyzed but may influence outcomes. Future research should validate these findings in larger, diverse cohorts and compare outcomes to motor‐onset presentations of PSP and CBS. A comprehensive, multidisciplinary approach addressing motor speech impairments, dysphagia, and fall risks is essential to improve care and potentially extend survival for patients with PPAOS.
An Evaluation of the Remotely Administered MASTERMIND Assessment of Naming
Utianski, Rene L, Duffy, J, Barnard, Leland, Stricker, John L. , Petersen, R. C., Jones, David T., Botha, Hugo, Utianski, Rene L. , Duffy, Joseph R. , Barnard, Leland R , Petersen, Ronald, Jones, David T. , Botha, Hugo

Alzheimer's & Dementia | December 25, 2025 | Volume: 21 | Issue: S2 | Pages: No page available

10.1002/alz70856_100512 Get It

Abstract Background To promote equitable access to neurologic diagnostics, our team developed MASTERMIND—the Mobile Assessment of Speech To Evaluate, Recognize, and Monitor Indicators of Neurologic health and Disease. One subtest, the MASTERMIND Assessment of Naming, includes ten pictures randomly selected from a list of 45 words varying in frequency. This study aimed to 1) evaluate the feasibility of a remotely self‐administered naming test for patients with cognitive, linguistic, and/or communication difficulties and 2) assess the sensitivity and specificity of performance measures (accuracy, error type, and response time) for detecting aphasia and cognitive‐communication difficulties. Method The task was remotely administered to 138 controls, 26 cognitively impaired individuals, 15 with motor speech disorders, 8 with cognitive concerns, and 6 with aphasia. Participants named pictures displayed on‐screen, advancing through the task by clicking “Next.” Responses were processed using natural language processing (NLP). Audio was transcribed with Whisper Large‐v3, and responses were matched to stimuli within a 0.4‐second threshold. Errors were categorized by type (semantic, phonemic, or unclear source) through consensus between two raters. Performance metrics (accuracy, error type, response time) were analyzed using Kruskal‐Wallis and Pearson's Chi‐Square tests, with AUROC analysis evaluating diagnostic performance. Results Differences in accuracy, response time, and error type were observed across groups (Table 1). Controls and cognitively impaired participants performed similarly, with longer response times observed in patients with aphasia and motor speech disorders. Accuracy alone was a poor predictor of all patients versus controls (AUROC = 0.468) but prediction was better in distinguishing aphasia patients from 1) controls (AUROC = 0.698), 2) cognitively impaired participants (AUROC = 0.679), and 3) those with MSDs (AUROC = 0.670). Conclusions The MASTERMIND Assessment of Naming is a feasible, scalable, self‐administered diagnostic tool enhanced by automated NLP. It provides critical insights through response time, accuracy, and error analysis. Limitations include potential bias in error classification and fixed processing thresholds. The study highlights MASTERMIND's potential for patient triaging and screening. Future research will evaluate the sensitivity of combined performance metrics to disease progression, expand sample sizes and diversity, and refine usability based on participant feedback.
Evaluating the impact of delayed auditory feedback in primary progressive apraxia of speech: acoustic, perceptual, and patient reported outcomes
Utianski, Rene L, Duffy, J, Bachman, Ashley D. , Botha, Hugo, Utianski, Rene L. , Duffy, Joseph R. , Meade, Gabriela , Botha, Hugo

Alzheimer's & Dementia | December 25, 2025 | Volume: 21 | Issue: S4 | Pages: No page available

10.1002/alz70858_100319 Get It

Abstract Background Primary progressive apraxia of speech (PPAOS) is a neurodegenerative disorder affecting speech motor planning/programming. Current interventions for PPAOS are limited and often adapted from treatments for nondegenerative AOS, which rely on intensive practice to maintain speech accuracy for practiced items. Systematic interventions for PPAOS are scarce, and no studies have explored differential effects across AOS subtypes. PPAOS subtypes include those with predominant phonetic (articulatory distortions and substitutions) or prosodic (slow speech rate, segmentation) speech changes. These subtypes likely differ in their neural underpinnings and may respond variably to intervention. Delayed auditory feedback (DAF), which introduces a slight delay in hearing one's speech, has shown promise in altering speech rate and fluency for stuttering and hypokinetic dysarthria, though its effects on stroke‐related AOS have been mixed. Recent studies suggest DAF can increase speech rate in patients with AOS in the context of nonfluent/agrammatic primary progressive aphasia. We hypothesized DAF would improve speech clarity and fluency in PPAOS, with subtype‐specific effects: phonetic PPAOS may see slower, more accurate speech, while prosodic PPAOS may produce faster, less segmented speech. Method Four PPAOS patients (3 prosodic, 1 phonetic) completed a web‐based speech battery with and without DAF. Feedback delay was calibrated individually using the DAF Pro app. Speech metrics were analyzed acoustically, and blinded perceptual ratings of deviant speech features were conducted. Results Key data are summarized in Table 1. Three out of four patients found the DAF helpful and two re‐recorded with DAF to allow for quantitative analysis. Patient 1 produced words faster with DAF but had slower total sentence production times; he did not find it helpful. Patient 2 spoke slower with DAF. Both patients produced AMRs faster with DAF, while SMRs were faster for Patient 1 and slower for Patient 2. Blinded perceptual judgments of speech clarity and prosody revealed mixed effects of DAF across participants. Conclusions Preliminary results suggest DAF may differentially benefit phonetic and prosodic PPAOS, particularly in sentences compared to word production. Further research is needed to assess clinical significance, refine DAF calibration, and explore patient‐perceived improvements with guided practice in a larger, more diverse sample.
Assessing the relationship of systemic proinflammatory biomarkers in the Alzheimer's disease cognitive spectrum using ER176 neuroinflammation PET
Jacobson, David N, Kandimalla, Mahathi , Lee, Jeyeon , Min, Paul H, Botha, Hugo, Graff‐Radford, Jonathan, Jones, David T., Vemuri, Prashanthi, Kantarci, Kejal, Knopman, David S., Jack, Clifford R., Petersen, R. C., Lowe, Val J. , Lim, Seokbeen , Lundt, Emily S. , Min, Paul H., Botha, Hugo , Graff‐Radford, Jonathan , Jones, David T. , Vemuri, Prashanthi , Kantarci, Kejal , Knopman, David S. , Jack, Clifford R.

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

10.1002/alz70855_106903 Get It

Abstract Background Some data suggest that neuroinflammation may be associated with pro‐inflammatory states in the body. Systemic, proinflammatory cytokines (TNFα, IL‐1, IL‐6, etc.) are produced by a variety of comorbidities. Neuroinflammation has been shown to be associated with the accumulation of amyloid in the brain (Becher, Heneka). We hypothesized that systemic cytokine production could be associated with neuroinflammation and thereby be related to brain amyloid accumulation. This study aims to evaluate the relationship between neuroinflammation, amyloid accumulation and systemic cytokines. Method 90 participants from the Mayo Clinic Study of Aging (MCSA) received a fasting cytokine panel over a 5‐year span where IL‐1, IL‐6, IL‐10, TNFa levels were measured. Participants were divided into four groups: cognitively unimpaired with normal levels of amyloid (CU A‐, n = 25), cognitively unimpaired with elevated amyloid (CU A+, n = 25), and mild cognitively impaired (MCI) with amyloid positive (MCI A+, n = 25), and Alzheimer's disease (AD) with elevated amyloid (AD A+, n = 15). To compare regional standardized uptake value ratio (SUVr) from neuroinflammation PET based on amyloid status (A+ vs A‐) and the four cytokines, Spearman's rank correlation and Fishers r‐to‐z transformations were used to assess pairwise group differences. Result Using Spearman's rank correlation and Fishers r‐to‐z transformations, no strong relationship was found between systemic inflammation and neuroinflammation. While comparing CUA‐ vs CUA+ in Figure 1, three regions (supplementary motor area, frontal superior medial lobe, and middle cingulate cortex) showed a significant difference ( p < 0.05). However, Figure 2 showed an overarching trend bias towards significance across most regions in IL10, IL6, and TNFa. Conclusion Although significant relationships between systemic inflammation, brain amyloid and neuroinflammation were limited, the data show an overarching trend bias in broad brain regions, suggesting that further analyses are needed, possibly with larger sample sizes, to assess the relationship of regional neuroinflammation and amyloid to systemic inflammation. Future analyses could also regress out factors like sex, age, and genotype to further proinflammatory cytokine research.
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.

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.