Searched for: in-biosketch:true
person:balcel01
Diffusion Alterations at the Gray Matter/White Matter Boundary in Traumatic Encephalopathy Syndrome
Wiegand, Tim L T; Pankatz, Lara; Arciniega, Hector; Jung, Leonard B; Tuz-Zahra, Fatima; Bouix, Sylvain; Lubeck, Haley; Rojczyk, Philine; Schuhmacher, Luisa S; Buring, Janna; Katz, Douglas I; Tripodis, Yorghos; Pasternak, Ofer; Cetin-Karayumak, Suheyla; Rathi, Yogesh; Adler, Charles H; McKee, Ann C; Balcer, Laura J; Bernick, Charles; Coleman, Michael J; Colasurdo, Elizabeth A; Lin, Alexander P; Peskind, Elaine R; Ashton, Nicholas J; Blennow, Kaj; Zetterberg, Henrik; Alosco, Michael L; Cummings, Jeffrey L; Reiman, Eric M; Stern, Robert A; Shenton, Martha E; Koerte, Inga K; ,
Chronic traumatic encephalopathy (CTE) is a neurodegenerative disease associated with exposure to repetitive head impacts (RHI). In CTE, hyperphosphorylated tau (p-tau) aggregates are found in neurons at the depth of cortical sulci close to the gray matter/white matter (GM/WM) boundary. To date, CTE can only be diagnosed postmortem by neuropathological examination. Traumatic encephalopathy syndrome (TES) is the clinical syndrome purported to be associated with CTE pathology. The aim of this study is to investigate microstructural properties at the GM/WM boundary in individuals with a history of exposure to RHI and clinical features of CTE (i.e., TES). Diffusion magnetic resonance imaging (dMRI), TES diagnoses, and cerebrospinal fluid (CSF) biomarkers were acquired from 165 male former American football players (age: 57.29 ± 8.23 years) from the DIAGNOSE CTE Research Project, a multicenter, observational cohort study. Fractional anisotropy (FA) was measured at the GM/WM boundary of the whole brain. In addition, a widely used method (tract-based spatial statistics [TBSS]) was applied to measure FA of central WM. We used analyses of covariance to test associations between FA and TES. Furthermore, we used linear regressions to test associations between FA and nine CSF biomarkers (i.e., p-tau-181, -217, -231, total tau, amyloid β [Aβ]1-40, Aβ1-42, glial fibrillary acidic protein [GFAP], neurofilament light [NfL], and soluble triggering receptor expressed on myeloid cells-2 [sTREM2]). We report an association between higher FA at the GM/WM boundary and higher levels of certainty for CTE pathology (F(1, 147) = 5.781, 95% confidence interval (CI) = 0.0003-0.003, p = 0.035) as well as neurobehavioral dysregulation (F(1, 148) = 7.559, 95% CI = 0.001-0.009, p = 0.020), and functional dependence/dementia (F(1, 148) = 5.046, 95% CI = 0.0004-0.006, p = 0.039). In addition, we report an association between higher FA at the GM/WM boundary and higher CSF p-tau-181 (β = 0.272, 95% CI = 0.078-0.466, p = 0.029) and p-tau-217 (β = 0.295, 95% CI = 0.102-0.488, p = 0.027). FA of the central WM was not associated with TES diagnoses. Taken together, these findings suggest that dMRI at the GM/WM boundary could be used to investigate microstructural alterations suggestive of tau pathology-associated neurodegeneration in individuals with TES, the clinical presentation of CTE. Future studies are needed to validate this approach and to identify clinically useful cutoff values for dMRI metrics.
PMID: 41218808
ISSN: 1557-9042
CID: 5966642
Biomarkers
Miner, Annalise E; Ashton, Nicholas J; Zetterberg, Henrik; Blennow, Kaj; Groh, Jenna R; Tripodis, Yorghos; Adler, Charles; Balcer, Laura; Bernick, Charles B; Peskind, Elaine R; Asken, Breton M; Tanner, Jeremy A; Rabinovici, Gil D; Banks, Sarah J; Barr, William B; Wethe, Jennifer V; Cantu, Robert C; Dodick, David W; Mez, Jesse; Palmisano, Joseph N; Martin, Brett; Stein, Thor D; McKee, Ann C; Cummings, Jeffrey L; Shenton, Martha E; Reiman, Eric M; Stern, Robert A; Alosco, Michael L
BACKGROUND:In vivo biomarkers that can detect long-term neuropathologies from repetitive head impact (RHI) exposure are needed, especially for the neurodegenerative tauopathy chronic traumatic encephalopathy (CTE). Here, we evaluated plasma p-tau217 as a potential biomarker for CTE p-tau pathology, and examined the concordance between plasma p-tau217 and Aβ pathology in an at-risk for CTE sample. METHOD/METHODS:The sample included 180 male former football players (120 professional, 60 college), and 56 asymptomatic men without RHI (i.e., controls). Participants completed blood draws, 18F-florbetapir (Aβ+=SUVR≥1.10), and 18F-flortaucipir PET. Traumatic encephalopathy syndrome (TES) diagnoses were made. Single molecule array for plasma p-tau217 (ALZpath) was performed (≥0.6 cutoff used to maximize sensitivity). Nine participants had post-mortem tissue. ANCOVA examined group differences in p-tau217 (football vs controls; TES-CTE no, TES-CTE suggestive, TES-CTE possible/probable). Multivariable regression models tested associations between p-tau217 and florbetapir/flortaucipir PET. Covariates included age, race and APOE e4. RESULT/RESULTS:Sample characteristics are in Table 1. p-tau217 concentrations were higher in former football players compared to controls (est. marginal mean difference=-0.217, p = 0.005). There were no group differences in Aβ-PET SUVR. No differences were found across TES-CTE certainty levels. In football players, higher p-tau217 was associated with higher Aβ-PET SUVR (B=1.380, 95%CI[0.597-2.155], p = 0.001) but not when Aβ+ (n = 17) participants and those with kidney/liver disease (n = 5) were excluded. Aβ+ participants had the highest p-tau217 (Figure 1). When compared against Aβ-PET, several false Aβ-positives (high p-tau217, Aβ-) were identified, including one extreme outlier (assay related) and a cluster of Aβ- participants with p-tau217 between 0.60-1.0. There were no associations with flortaucipir SUVR (frontal, mesial temporal, left parietal). Two extreme p-tau217 outliers had autopsy-confirmed CTE stage III (AD-, Table 2). Of the remaining donors, all were AD- and four had CTE (stages II-IV) with ptau217 between 0.125-0.449. CONCLUSION/CONCLUSIONS:Plasma p-tau217 has usefulness in quantifying Aβ pathology but restricted utility for detection of CTE. In this at-risk for CTE sample, p-tau217 and Aβ-PET were associated at the group level. At the individual level, false Aβ-positives (and negatives) existed, including Aβ- participants with high p-tau217. We will explore whether this discrepancy is due to disease or peripheral interference with the N-terminal binding in p-tau assays.
PMCID:12789185
PMID: 41514488
ISSN: 1552-5279
CID: 5981492
Shape analysis of the amygdala, hippocampus and thalamus in former American football players
John, Omar; Wickham, Alana; Jung, Leonard B; Mirmajlesi, Anya S; Stearns, Jared; Breedlove, Katherine; Kim, Nicholas; Daneshvar, Daniel H; Billah, Tashrif; Pasternak, Ofer; Chamaria, Arushi; Coleman, Michael J; Tripodis, Yorghos; Adler, Charles H; Bernick, Charles; Balcer, Laura J; Rushmore, Richard Jarrett; Alosco, Michael L; Koerte, Inga K; Lin, Alexander P; Cummings, Jeffrey L; Reiman, Eric M; Stern, Robert A; Shenton, Martha E; Arciniega, Hector; Bouix, Sylvain; ,
Repetitive head impacts are common in contact and collision sports and are linked to structural brain changes and an elevated risk of neurodegenerative diseases such as Chronic Traumatic Encephalopathy. Identifying early in vivo structural markers remains challenging. Although diagnosis currently requires post-mortem confirmation, clinical symptoms, including cognitive impairment and behavioural changes, are reflected in the diagnosis of Traumatic Encephalopathy Syndrome. These symptoms align with dysfunction in key brain regions-amygdala, hippocampus and thalamus-which support memory, emotion and behaviour and commonly show tau pathology in Chronic Traumatic Encephalopathy. This study uses shape analysis to examine structural differences in these regions between former American football players and unexposed asymptomatic controls and evaluates the influence of age, head impact exposure and clinical diagnosis on brain structure. We analyzed brain morphology in former American football players (n = 163) and unexposed, asymptomatic controls (n = 53). Structural segmentation was performed with FreeSurfer 7.1, and the shape analysis pipeline was used to generate subregional reconstructions. Vertex-level morphometry, based on the logarithm of the Jacobian determinant and radial distance, quantified local surface area dilation and thickness. Group differences were examined with covariate-adjusted linear regression models contrasting football players and controls, as well as participants with and without a Traumatic Encephalopathy Syndrome diagnosis. Partial correlations examined the influence of age, age of first football exposure and cumulative head impact index metrics, including frequency, linear acceleration and rotational force. Models were adjusted accordingly for age, body mass index, education, race, imaging site, apolipoprotein
PMCID:12631119
PMID: 41277896
ISSN: 2632-1297
CID: 5967802
Autonomic dysfunction and quality of life in a cohort of neurology outpatients with post-acute sequelae of COVID-19, a two-year follow-up study
Ahmed, Samarah; Greenberg, Julia; Kenney, Rachel; Marini, Christina; Hyman, Sara; Fung, Sherry; Edeoga, Nnenna; Baltazar, Monique; Grossman, Scott N; Seixas, Azizi; Jean-Louis, Girardin; Osorio, Ricardo S; Condos, Rany; Frontera, Jennifer; Gonzalez-Duarte Briseno, Maria Alejandra; Galetta, Steven L; Balcer, Laura J; Thawani, Sujata P
PURPOSE/OBJECTIVE:Many studies estimate that more than 50% of non-hospitalized patients with long-COVID develop moderate to severe autonomic dysfunction. However, the specific impact of autonomic dysfunction as it relates to quality of life in long-COVID is not fully understood. The aim of the current study is to assess autonomic symptoms and quality-of-life in patients with Post-Acute Sequelae of COVID-19 (PASC) recruited from a neurology department outpatient setting. METHODOLOGY/METHODS:In a two-year follow-up study of a baseline cohort of 93 non-hospitalized SARS-CoV-2 laboratory-positive patients evaluated for PASC between November 2020-August 2021, 44 participants completed follow-up telephone questionnaires examining quality-of-life as well as neurologic and autonomic symptoms. RESULTS:Among 93 participants, 44 (47 %) completed the two-year follow-up evaluation and 27 (61 %) were female with a median age of 55 years (IQR = 24-88). Most participants (95 %, 42/44) were vaccinated against COVID-19 and 43 % (19/44) had a pre-existing neurological disorder. Median time from index COVID-19 infection to follow-up was 26 months (IQR = 23-17), with a median of 15 months (IQR = 15-16) between visits. Fatigue, word finding difficulty, and changes in memory were the most commonly reported PASC symptoms. Sixty-six percent (29/44) of individuals met criteria for autonomic dysfunction as defined by the Composite Autonomic Symptom Score-31 (COMPASS-31) scale. Secretomotor and gastrointestinal subdomains demonstrated significant associations with Neuro-QoL metrics for Anxiety, Depression, and Fatigue. For every 1 additional PASC symptom reported at a follow-up study visit, there was an average increase of 1.5 points on the COMPASS-31 composite score. In addition, visual disturbances and sleep impairment were both associated with increased autonomic dysfunction. CONCLUSION/CONCLUSIONS:The strong association between autonomic dysfunction and reduced QoL in PASC and the relation to insomnia, visual dysfunction, and functional impairment are valuable findings, reinforcing the clinical impact of these symptoms longitudinally after index COVID-19 infection.
PMID: 41202571
ISSN: 1532-2653
CID: 5960442
Functional and cognitive outcomes three years after COVID-19
Li, Melanie; Wisniewski, Thomas; Silva, Floyd; Hammam, Salma; Alvarez, Zariya; Bilici, Nadir; Caceres, Leomaris Caba; De La Cruz, Natasha; Engelson, Celia; Greenberg, Julia; Gummadi, Bavica; Hunter, Jessica; Hernandez, Daniella Iglesias; Karimi, Sohail; Links, Jon; Rodriguez, Miguel; Vedvyas, Alok; Vinitsky, Hanna; Yakubov, Amin; Ge, Yulin; Thawani, Sujata; Balcer, Laura; Galetta, Steven; Frontera, Jennifer A
BACKGROUND:There is paucity of data on long-term functional and cognitive outcomes after COVID-19 compared to COVID-negative controls. METHODS:We conducted an observational cohort study of patients ≥ 1 year after COVID-19 compared to contemporaneous COVID-19 negative controls (SARS-CoV-2 nucleocapsid IgG negative with no history of COVID-19). Functional (modified Rankin Scale [mRS], Barthel Index), cognitive (telephone MoCA [t-MoCA]), and patient-reported neuropsychiatric symptoms were compared between groups using multivariable logistic regression analysis. In a subgroup of COVID-19 patients who were followed longitudinally, trajectories of recovery were assessed using the paired samples Sign test. RESULTS:Of 145 participants, N = 115 COVID-19 patients (median age 62, 51 % female, 33 % hospitalized for COVID-19, median 2.9 years from index infection), and N = 30 non-COVID-19 controls (median age 75, 70 % female) were enrolled. Neuropsychiatric symptoms were reported in 76 % of COVID-19 patients versus 7 % of controls (aOR 15.0, 95 %CI 3.09-72.47, P < 0.001). Abnormal mRS> 0 occurred in 42 % of COVID-19 patients compared to 11 % of controls (P = 0.002). However, this difference was not significant after adjusting for age, sex, COVID-19 hospitalization and history of mood disorder (aOR 2.10, 95 %CI 0.52-8.51). Rates of abnormal t-MoCA≤ 18 (40 % of COVID-19 versus 41 % of controls, P = 1.00) and Barthel scores< 100 (19 % of COVID-19 versus 14 % in controls, P = 0.785) were similar. Among N = 26 COVID-19 patients with repeated measures, mRS significantly improved between 6-months to 3-years post-COVID (+1.3 points, p = 0.004), while no changes were observed in t-MoCA or Barthel. CONCLUSIONS:Three years after COVID-19, neuropsychiatric symptoms were significantly more frequent compared to controls, however no differences in functional or cognitive status were detected.
PMID: 41043208
ISSN: 1872-6968
CID: 5956442
Sulcal morphology in former American football players
Jung, Leonard B; Mirmajlesi, Anya S; Stearns, Jared; Breedlove, Katherine; John, Omar; Kim, Nicholas; Wickham, Alana; Su, Yi; Protas, Hillary; Baucom, Zachary H; Tuz-Zahra, Fatima; Tripodis, Yorghos; Daneshvar, Daniel H; Wiegand, Tim L T; Billah, Tashrif; Pasternak, Ofer; Heller, Carina; Im, Brian S; Datta, Shae; Coleman, Michael J; Adler, Charles H; Bernick, Charles; Balcer, Laura J; Alosco, Michael L; Lin, Alexander P; Cummings, Jeffrey L; Reiman, Eric M; Stern, Robert A; Shenton, Martha E; Bouix, Sylvain; Koerte, Inga K; Arciniega, Hector; ,
Repetitive head impacts are associated with structural brain changes and an increased risk for chronic traumatic encephalopathy, a progressive neurodegenerative disease that can only be diagnosed after death. Chronic traumatic encephalopathy is defined by the abnormal accumulation of phosphorylated tau protein, particularly at the depths of the superior frontal sulci, suggesting that sulcal morphology may serve as a relevant structural biomarker. Contact sport athletes, such as former football players, are at elevated risk due to their prolonged exposure to repetitive head impacts. Cortical atrophy linked to underlying tau accumulation may result in shallower and wider sulci, potentially making sulcal morphology an imaging marker for identifying individuals at risk for this disease. This study investigated sulcal morphological differences in former football players and examined associations with age, football-related exposure, clinical diagnosis of traumatic encephalopathy syndrome, levels of certainty for chronic traumatic encephalopathy pathology, neuropsychological performance, and positron emission tomography imaging using flortaucipir. We analysed structural magnetic resonance imaging data from 169 male former football players (mean age 57.2 (8.2) years, range 45-74) and 54 age-matched, unexposed asymptomatic male controls (mean age 59.4 (8.5) years, range 45-74). Sulcal depth and width were quantified using the CalcSulc, focusing on two regions in each hemisphere commonly affected by chronic traumatic encephalopathy pathology: the superior frontal and occipitotemporal sulci. Generalized least squares models were used to assess group differences and interactions with age and football exposure variables, including age of first exposure, total years played, and cumulative head impact exposure. An analysis of covariance evaluated relationships between sulcal morphology, clinical measures, and flortaucipir uptake, adjusting for age, race, body mass index, education, imaging site, apolipoprotein E4 status, and total intracranial volume. Former football players demonstrated significantly shallower sulcal depth in the left superior frontal sulcus compared to unexposed controls. Earlier age of first exposure and longer football careers were associated with greater widening of the left occipitotemporal sulcus. Higher cumulative head impact exposure was linked to reduced sulcal depth in the left superior frontal region. However, sulcal morphology was not associated with clinical diagnosis, levels of certainty, neuropsychological test performance, or flortaucipir imaging. These findings suggest that sulcal morphology may reflect cumulative exposure to repetitive head impacts, particularly in brain regions vulnerable to chronic traumatic encephalopathy pathology. Future ante- and post-mortem validation studies are needed to determine whether sulcal morphology can serve as a reliable in vivo biomarker of risk.
PMCID:12492488
PMID: 41048544
ISSN: 2632-1297
CID: 5951472
Relation of Visual Function, Retinal Thickness by Optical Coherence Tomography, and MRI Brain Volume in Pediatric-Onset Multiple Sclerosis
Sosa, Anna; O'Neill, Kimberly A; Jauregui, Ruben; Nwigwe, Ugo; Billiet, Thibo; Kenney, Rachel; Krupp, Lauren B; Galetta, Steven L; Balcer, Laura J; Grossman, Scott N
BACKGROUND AND OBJECTIVES/OBJECTIVE:While reductions in optical coherence tomography (OCT) pRNFL and ganglion cell-inner plexiform layer thicknesses have been shown to be associated with brain atrophy in adult-onset MS (AOMS) cohorts, the relationship between OCT and brain MRI measures is less established in pediatric-onset MS (POMS). Our aim was to examine the associations of OCT measures with volumetric MRI in a cohort of patients with POMS to determine whether OCT measures reflect CNS neurodegeneration in this patient population, as is seen in AOMS cohorts. METHODS:This was a cross-sectional study with retrospective ascertainment of patients with POMS evaluated at a single center with expertise in POMS and neuro-ophthalmology. As part of routine clinical care, patients with POMS are evaluated by a POMS expert and undergo volumetric brain MRI, including whole-brain (WB), subregional, and gray matter (GM) volume analyses. Patients with POMS are routinely referred to neuro-ophthalmology for evaluation that includes high-contrast visual acuity, color vision testing, and OCT. Generalized estimating equation (GEE) models, accounting for within-patient, intereye correlations (both eyes of each patient were included), MS disease duration, and disease-modifying therapy efficacy, were used to determine the relationship between visual pathway structure and function and volumetric MRI measures. RESULTS:= 0.015, respectively). DISCUSSION/CONCLUSIONS:Our results demonstrate that changes in visual pathway structures are associated with reductions in overall brain volume and GM volumes, as well as greater lesion and black hole burden. Collectively, our results emphasize the importance of visual assessment in POMS and suggest that OCT reflects overall CNS neurodegeneration in this cohort.
PMCID:12424074
PMID: 40924955
ISSN: 2332-7812
CID: 5936462
The use of optical coherence tomography and visual evoked potentials in the 2024 McDonald diagnostic criteria for multiple sclerosis
Saidha, Shiv; Green, Ari J; Leocani, Letizia; Vidal-Jordana, Angela; Kenney, Rachel C; Bsteh, Gabriel; Outteryck, Olivier; Thompson, Alan; Montalban, Xavier; Coetzee, Timothy; Petzold, Axel; Paul, Friedemann; Balcer, Laura J; Calabresi, Peter A
The 2024 revisions of the McDonald diagnostic criteria include the optic nerve as a fifth anatomical location within the CNS for the diagnosis of multiple sclerosis, in addition to periventricular, juxtacortical or cortical, infratentorial, and spinal cord lesions. Demonstration of dissemination in space can now be achieved with the detection of typical lesions in at least two of these five locations. We review the evidence supporting the use of optical coherence tomography (OCT) and visual evoked potentials (VEPs) to show optic nerve involvement in the diagnosis of multiple sclerosis. We also report consensus recommendations for their use. Provided there is no better explanation for optic nerve involvement and that rigorous quality control is applied, OCT-derived peripapillary retinal nerve fibre layer inter-eye differences of 6 μm or greater or composite macular ganglion cell and inner plexiform layer inter-eye differences of 4 μm or greater support optic nerve injury. Delayed VEP latency, which depends on technical and methodological factors, and is centre and device dependent, supports demyelinating optic nerve injury when done with appropriate technical knowledge and interpretation.
PMID: 40975103
ISSN: 1474-4465
CID: 5935802
Faculty Perspectives on Appreciation Strategies in a Neurology Department
Hyman, Sara W; de Souza, Daniel N; Balcer, Laura J; Galetta, Steven L; Gore, Laurence R; Bickel, Jennifer; Busis, Neil A
BACKGROUND AND OBJECTIVES/UNASSIGNED:Burnout is a pervasive occupational hazard for neurologists-undermining their well-being, jeopardizing patient safety and satisfaction, limiting access to care, and inflating health care costs. Well-designed appreciation and recognition practices may help mitigate some of its key drivers. This pilot study evaluates faculty perspectives on appreciation strategies in an academic neurology department. We used the Moffitt Provider Appreciation Assessment (MPAA), which assesses the types of appreciation methods respondents value, regardless of whether those practices are currently implemented in their workplace. METHODS/UNASSIGNED:A cross-sectional survey was conducted among full-time clinical faculty in the Department of Neurology at NYU Grossman School of Medicine. The survey included demographics, the MPAA, the single-item Mini-Z burnout inventory to assess self-reported burnout levels, and an intent-to-leave question. MPAA responses were analyzed for frequencies, and the association between burnout and intent to leave was examined. RESULTS/UNASSIGNED:< 0.00001). Because the scores for self-reported burnout and intent to leave reflect current work conditions while MPAA scores capture enduring personal values, MPAA rankings cannot be compared directly with burnout or turnover metrics. DISCUSSION/UNASSIGNED:Neurology clinical faculty prioritized appreciation methods that directly address clinical work, underscoring the value of implementing tailored recognition practices that may reduce burnout. The methodology used in this pilot study can be adapted for broader application in other settings. After identifying faculty preferences, health care organizations can implement meaningful, transparent, and inclusive appreciation strategies that have the potential to strengthen physician relationships, promote well-being, and support a sustainable workforce.
PMCID:12418805
PMID: 40933302
ISSN: 2163-0402
CID: 5927902
Tablet-Based Assessment of Picture Naming in Prodromal Alzheimer's Disease: An Accessible and Effective Tool for Distinguishing Mild Cognitive Impairment from Normal Aging
Seidman, Lauren; Hyman, Sara; Kenney, Rachel; Nsiri, Avivit; Galetta, Steven; Masurkar, Arjun V; Balcer, Laura
Effective mild cognitive impairment (MCI) screening requires accessible testing. This study compared two tests for distinguishing MCI patients from controls: Rapid Automatized Naming (RAN) for naming speed and Low Contrast Letter Acuity (LCLA) for sensitivity to low contrast letters. Two RAN tasks were used: the Mobile Universal Lexicon Evaluation System (MULES, picture naming) and Staggered Uneven Number test (SUN, number naming). Both RAN tasks were administered on a tablet and in a paper/pencil format. The tablet format was administered using the Mobile Integrated Cognitive Kit (MICK) application. LCLA was tested at 2.5% and 1.25% contrast. Sixty-four participants (31 MCI, 34 controls; mean age 73.2 ± 6.8 years) were included. MCI patients were slower than controls for paper/pencil (75.0 vs. 53.6 sec, p < 0.001), and tablet MULES (69.0 sec vs. 50.2 sec, p = 0.01). The paper/pencil SUN showed no significant difference (MCI: 59.5 sec vs. controls: 59.9 sec, p = 0.07), nor did tablet SUN (MCI: 59.3 sec vs. controls: 55.7 sec, p = 0.36). MCI patients had worse performance on LCLA testing at 2.5% contrast (33 letters vs. 36, p = 0.04*) and 1.25% (0 letters vs. 14. letters, p < 0.001). Receiver operating characteristic (ROC) analysis showed similar performance of paper/pencil and tablet MULES in distinguishing MCI from controls (AUC = 0.77), outperforming both SUN (AUC = 0.63 paper, 0.59 tablet) and LCLA (2.5% contrast: AUC = 0.65, 1.25% contrast: AUC = 0.72). The MULES, in both formats, may be a valuable screening tool for MCI.
PMID: 40499520
ISSN: 1421-9824
CID: 5868792