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Leite, Renata Elaine Paraizo

0000-0002-5878-398X

Mayo Clinic

Universidade de São Paulo

Citations 11

Sex differences in dementia pathology and cognitive performance in a population‐based, ethnically diverse Brazilian autopsy study
Socher, Karen Luiza Ramos , Paes, Vítor Ribeiro , Rodriguez, Roberta Diehl, Silva, Caroline Matos, Ururahy, Raul Reis, Moraes, Filipe Oto Cunha de , Padrão, Inês Liguori, Pasqualucci, Carlos, Nitrini, Ricardo, Grinberg, Lea Tenenholz, Leite, Renata Elaine Paraizo , Ferreira, Naomi Vidal , Justo, Alberto Fernando Oliveira , Rodriguez, Roberta Diehl , Ururahy, Raul dos Reis , Ferriolli, Eduardo , Nitríni, Ricardo , Grinberg, Lea T. , Brucki, Sônia Maria Dozzi , Suemoto, Cláudia Kimie

Alzheimer's & Dementia | July 27, 2026 | Volume: 22 | Issue: 7 | Pages: No page available

10.1002/alz.71691 Get It

Abstract INTRODUCTION Sex differences in dementia‐related neuropathology are understudied in diverse populations. METHODS We analyzed sex differences in neuropathological and cognitive data from the Brazilian Biobank for Aging Studies. Cognitive performance was evaluated with the Clinical Dementia Rating–Sum of Boxes (CDR‐SOB). Linear and logistic regression models were conducted, including interaction terms for age, race, and education. RESULTS In 2229 participants (50.7% female, mean age ± SD 75.4 ± 12.3 years, 62.1% White), female sex was associated with a higher odds of AD pathology (Braak: odds ratio [OR] = 1.42, 95% confidence interval [CI] = 1.17–1.72; Consortium to Establish a Registry for Alzheimer's Disease (CERAD): OR = 1.58, 95% CI = 1.27–1.98), and trans‐activation response (TAR) DNA‐binding protein 43 (TDP‐43) (OR = 1.77, IC 95% = 1.22–2.59), and lower odds of Lewy body disease (OR = 0.69, 95% CI = 0.51–0.95). Female participant had worse cognitive performance ( β = 1.56, 95% CI = 1.03–2.10). Sex modified associations of Braak, CERAD, TDP‐43, and cerebral amyloid angiopathy with cognition. Age also interacted with sex and pathology on CDR‐SOB. DISCUSSION Sex differences in the associations between sex and neuropathology suggest the need for sex‐informed dementia research.
Single-nucleus transcriptomics identifies a shared vulnerable excitatory neuronal population across typical and atypical Alzheimer’s disease
Pereira, Felipe Luiz, Lew, Caroline , Li, Song H, Paes, Vítor Ribeiro , Brooks, Sara D, Spina, Salvatore, Rexach, Jessica E, Newell, Kathy L, Leite, Renata EP, Seeley, William W, Suemoto, Claudia K, Ghetti, Bernardino, Murray, Melissa E, Grinberg, Lea T, Rizzi, Liara , Soloviev, Alexander V., Spina, Salvatore , Rexach, Jessica E. , Newell, Kathy L. , Leite, Renata Elaine Paraizo , Seeley, William W. , Suemoto, Cláudia Kimie , Ghetti, Bernardino , Murray, Melissa E. , Grinberg, Lea T.

No container title available | April 2, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.03.30.715299 Get It

A bstract Alzheimer’s disease (AD) presents with substantial clinical and anatomical heterogeneity, including both typical amnestic and atypical variants such as posterior cortical atrophy and logopenic primary progressive aphasia. Although neurofibrillary tangle (NFT) burden is a defining pathological feature of AD, its regional distribution varies across clinical phenotypes, suggesting that selective neuronal vulnerability may shape disease presentation. However, the cellular and molecular determinants underlying this vulnerability remain incompletely understood. Here, we profiled single-nucleus transcriptomes across multiple brain regions, including hippocampal (CA1) and neocortical (superior temporal gyrus and occipital cortex) regions, from individuals with typical and atypical AD and healthy controls. Integrative analysis identified major cell classes and resolved diverse excitatory and inhibitory neuronal subpopulations that were reproducibly observed across regions and individuals. Using quasi-binomial regression models to assess compositional changes, we quantified subtype-specific vulnerability associated with AD pathology. We identified a distinct excitatory neuronal subpopulation characterized by NRGN and BEX1 expression, which showed reproducible depletion across multiple regions, with the strongest evidence in amnestic AD and in neocortical regions in lvPPA. This vulnerable population showed concordance with previously reported AD-associated excitatory neuron signatures, supporting a conserved transcriptional program of susceptibility. Genes enriched in this population were associated with chemical synaptic transmission and regulation of synaptic plasticity and formed interconnected networks in protein-protein interaction analyses. These findings suggest that intrinsic properties related to synaptic function may predispose specific neuronal populations to degeneration in AD. Together, our results define a conserved, transcriptionally distinct excitatory neuron subpopulation that is selectively vulnerable across AD phenotypes and brain regions. This work provides a framework for linking regional pathology to cell-type-specific susceptibility and highlights synaptic regulatory pathways as potential contributors to neuronal degeneration in Alzheimer’s disease.
The prevalence of Lewy body pathology across nine international community-based cohorts
Gibson, Lucy L. , Suemoto, Claudia K, Corrada, Maria M, Gómez-Isaza, Laura , Grinberg, Lea T, Kapasi, Alifiya , Jicha, Gregory A, Keene, C Dirk, Latimer, Caitlin S, Leite, Renata E P, Montine, Thomas, Neltner, Allison M. , Troncoso, Juan, Walker, Keenan A, Wang, Shih-Hsiu J, Aarsland, Dag, Nelson, Peter T, Suemoto, Cláudia Kimie , Suemoto, Claudia Kimie , Kapasi, Alifiya , Kovacs, Gabor G , Myllykangas, Liisa , Walker, Rod , Attems, Johannes , Abner, Erin L. , Corrada, María M. , Grinberg, Lea T. , Jicha, Gregory A. , Kawas, Claudia H. , Kovács, Gábor G. , Latimer, Caitlin S. , Leite, Renata Elaine Paraizo , Myllykangas, Liisa , Troncoso, Juan C. , Walker, Keenan A. , Aarsland, Dag , Nelson, Peter T.

Brain | March 25, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1093/brain/awag112 Get It

Abstract Reported prevalence estimates of Lewy body pathology (LBP) vary widely, often without considering brain regional distributions or demographic influences. Large, population-representative autopsy cohorts are needed to provide estimates and clarify the distribution and clinical implications of LBP. Neuropathological, genetic, and clinical data were pooled from nine community- or population-based brain autopsy cohorts in the USA (n=6), Brazil, Austria, and Finland (n=7309 total; 59% women; mean age of death 84.2 years). Cognitive status was available for 6166 participants: dementia (38.5%), mild cognitive impairment (14.8%), and cognitively unimpaired (47.0%). Frequency of LBP was examined by anatomical distribution (neocortical, limbic, brainstem, amygdala, olfactory) and stratified by covariates. Prevalence was calculated in meta-analysis, and mixed-effect logistic regression examined associations with sex, cognitive status, Alzheimer’s disease neuropathological change (ADNC), and limbic-predominant age-related TDP-43 encephalopathy neuropathologic change (LATE-NC) co-pathology. Overall, 27.3% of participants had LBP: neocortical 8.4%, limbic 6.8%, brainstem 4.8%, amygdala 3.7%, and olfactory 3.6%. Neocortical LBP was associated with dementia (present in 15%; OR=4.06 [95%CI 3.24-5.10]) and with increased odds of ADNC (OR=2.30 [95%CI 1.88–2.81]) and LATE-NC (OR=2.03 [95%CI 1.69-2.44]). Sex differences were not observed in the frequencies of neocortical or limbic LBP. However, amygdala-predominant LBP was more frequent in women (OR=1.53 [95%CI 1.06-2.21]) whereas brainstem-predominant LBP was more common in men (OR=0.64 [95%CI 0.49-0.84]). Additionally, amygdala-predominant LBP was associated with increased odds of comorbid ADNC (OR=12.7 [95%CI 5.30–30.6]) while brainstem-predominant LBP was not associated with greater odds of ADNC co-pathology (OR=0.88 [95%CI 0.67–1.16]). Pooling data from large, international community-based autopsy cohorts allows for more robust estimates of region-specific LBP prevalence and their associations with cognitive status. The observed sex- and co-pathology–specific differences in brainstem and amygdala-predominant LBP highlight potential biological heterogeneity and suggest that distinct disease pathways may underlie these patterns.
Sex Differences in Amyloid Pathology by Race, Ancestry, and Apolipoprotein E ε4 in an Admixed Autopsy Sample
Raya, Maison Abu , Suemoto, Cláudia Kimie , Paes, Vítor Ribeiro , Pasqualucci, Carlos Augusto, Naslavsky, Michel Satya, Rodriguez, Roberta Diehl, Nitrini, R., Ferriolli, Eduardo, Allen, Isabel Elaine , Joie, Renaud La, Grinberg, Lea T., Joie, Renaud La , La Joie, Renaud , Abu Raya, Maison , Suemoto, Claudia Kimie , Leite, Renata Elaine Paraizo , Pasqualucci, Carlos Augusto , Naslavsky, Michel Satya , Rodriguez, Roberta Diehl , Nitríni, Ricardo , Ferriolli, Eduardo , Grinberg, Lea T.

JAMA Neurology | February 23, 2026 | Volume: 83 | Issue: 4 | Pages: 392

10.1001/jamaneurol.2026.0054 Get It

Importance Sex and racial or ancestral disparities in Alzheimer disease remain incompletely understood; autopsy studies that examine amyloid, tau, and genetic factors are scarce. Objective To test whether neuritic plaque burden and cognitive outcomes differ by sex and whether sex modifies the effects of apolipoprotein E ε4 ( APOEε4 ), informant-reported race, and African ancestry. Design, Setting, and Participants This was a cross-sectional study using postmortem neuropathological data from the Biobank for Aging Studies, University of São Paulo, São Paulo, Brazil. A total of 2268 autopsies from a population-based, diverse clinicopathological sample were collected between April 2004 and March 2025. Exposures Sex, informant-reported race (Black, White), African ancestry proportion, and APOEε4 carrier status. Main Outcomes and Measures Neuritic plaque burden (Consortium to Establish a Registry for Alzheimer’s Disease [CERAD] score), and cognitive function (Clinical Dementia Rating–Sum of Boxes [CDR-SB]). Ordinal logistic regression examined association of sex with CERAD scores and 2- and 3-way interactions among sex, race, ancestry, and APOEε4 ; adjusting for age, education, vascular factors, and Braak stages. Linear models related pathology to CDR-SB, adding copathologies. Results The analysis included 2268 autopsies (median [IQR] age, 74.8 [63.8-83.3] years; 1152 [51% male] and 1116 [49%] female; 802 [35%] Black and 1466 [65%] White; other race groups not included owing to small numbers); female individuals were older than male individuals and more likely to exhibit cognitive impairment (CDR global score ≥0.5). Female individuals had higher plaque burden than male individuals (unadjusted odds ratio [OR], 1.97; 95% CI, 1.67-2.29; P < .001), and this association remained significant in adjusted models for sociodemographic and vascular factors and APOEε4 status (adjusted OR, 1.65; 95% CI, 1.33-2.20; P < .001). APOEε4 carriers of both sexes had an approximately 4-fold greater odds of plaques. Significant 2-way interactions were found between sex, APOEε4 status, race, and ancestry on CERAD scores. Black noncarriers (OR, 0.47; 95% CI, 0.34-0.67) and noncarriers of African ancestry (OR, 0.57; 95% CI, 0.43-0.76) were least likely to have high plaque burden, whereas this protection was weakened in ε4 carriers. No significant 3-way interaction was detected. Among individuals with a CERAD score of 2 or higher, female individuals were more likely than male individuals to reach Braak stage V-VI than male individuals (probability ratio, 1.25; 95% CI, 1.13-1.38; P = .002). Adding Braak stage to multivariable models attenuated the female-male difference in plaques and interaction of sex and plaque on CDR-SB was no longer significant. Conclusions and Relevance The findings indicate that female sex, APOEε4 , and both race and African ancestry were jointly associated with amyloid in this study population. Excess amyloid among women may partly explain their greater tau burden and steeper cognitive decline. These findings highlight the importance of incorporating sex, race, and ancestry into biomarker thresholds, risk stratification, and the design of preventive or disease-modifying trials for Alzheimer disease.
Microvascular and Macrovascular Cerebral Disease Profiles and Their Association With Cognitive Abilities: A Cross-Sectional Clinical Pathological Study
Ururahy, Raul dos Reis , Justo, Alberto Fernando Oliveira , Paes, Vítor Ribeiro , Conforto, Adriana Bastos , Grinberg, Lea T. , Pasqualucci, Carlos Augusto, Ferriolli, Eduardo, Suemoto, Cláudia Kimie , Paes, Vitor Ribeiro , Conforto, Adriana Bastos , Grinberg, Lea , Pasqualucci, Carlos Augusto , Ferriolli, Eduardo , Suemoto, Claudia Kimie , Justo, Alberto Fernando Oliveira , Leite, Renata Elaine Paraizo , Pasqualucci, Carlos Augusto

Stroke | February 13, 2026 | Volume: 57 | Issue: 4 | Pages: 957-967

10.1161/strokeaha.125.053151 Get It

BACKGROUND: Cerebrovascular disease is prevalent in older adults and is associated with cognitive impairment. Although the association between brain infarcts and cognition has been widely investigated, the contribution of vascular disease to cognitive impairment has been less studied, particularly in non-White populations. We investigated the epidemiological and clinical characteristics of vascular disease phenotypes and their association with cognitive abilities in a diverse population. METHODS: In a Brazilian population–based clinicopathological study (recruitment between 2004 and 2024), inclusion criteria were age at death ≥18 years and the availability of an informant. Clinical information and cognitive abilities were assessed through informant interviews. Hyaline arteriolosclerosis (HA) was evaluated in 13 brain areas and categorized as absent, mild, moderate, or severe. Moderate/severe HA defined microvascular disease (Micro[+]). Intracranial atherosclerosis in the circle of Willis was similarly classified, with moderate/severe cases defining macrovascular disease (Macro[+]). Four vascular profiles were compared: Micro[+]/Macro[+], Micro[−]/Macro[+], Micro[+]/Macro[−], and Micro[−]/Macro[−]. Linear regression models adjusted for sociodemographic, clinical, and cerebrovascular/neurodegenerative lesions evaluated the association of cognition with vascular profiles, and microvascular and macrovascular diseases separately. RESULTS: Of 2418 participants, 834 with missing data were excluded, yielding a final sample of 1584 individuals (mean age, 74.3±13.4 years; 776 [49%] women; 982 [62%] White). Microvascular disease was slightly more frequent (31%) than macrovascular (29%). Regarding vascular profiles, 788 (50%) participants were Micro[−]/Macro[−], 334 (21%) Micro[+]/Macro[−], 301 (19%) Micro[−]/Macro[+], and 161 (10%) Micro[+]/Macro[+]. Micro[+] participants were older and more frequently women, and had worse cognitive abilities. Vascular groups were similar regarding most clinical comorbidities. HA (β, 0.81 [95% CI, 0.25–1.36]; P =0.004) and Micro[+]/Macro[+] phenotype (β, 1.25 [95% CI, 0.38–2.12]; P =0.005) were associated with worse cognitive abilities compared with HA-negative and Micro[−]/Macro[−] participants, respectively. CONCLUSIONS: HA was as frequent as intracranial atherosclerosis. HA and the vascular phenotype with both microvascular and macrovascular diseases were associated with worse cognition.
Single‐nuclei transcriptomic identifies neuronal populations vulnerable to AD by leveraging AD variants
Pereira, Felipe Luiz, Lew, Caroline , Li, Song Hua, Seeley, William W., Newell, Kathy L. , Ghetti, B., Murray, Melissa E., Rizzi, Liara , Araujo, Igor Prufer Q C, Soloviev, Alexander V., Spina, Salvatore , Rexach, Jessica E. , Seeley, William W. , Suemoto, Cláudia Kimie , Leite, Renata Elaine Paraizo , Ghetti, Bernardino , Murray, Melissa E. , Grinberg, Lea T.

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

10.1002/alz70855_106654 Get It

Abstract Background Individuals meeting neuropathological criteria for Alzheimer's disease (AD) can exhibit distinct clinical syndromes, suggesting region‐specific neuronal susceptibilities to tau pathology. Amnestic AD cases show greater tau burden in CA1, logopenic variant primary progressive aphasia (lvPPA) in the superior temporal gyrus (STG), and posterior cortical atrophy (PCA) in the occipital cortex. We hypothesize that by contrasting these AD variants and examining their respective pathological hotspots, we can identify the most vulnerable neuronal subpopulations ‐ those that exhibit the greatest reduction in their specific hotspot area compared to other regions. Using single‐nucleus RNA sequencing (snRNA‐seq), we investigate the molecular mechanisms driving this selective neuronal vulnerability. Methods We performed snRNA‐seq using the Chromium Single Cell 3′ (10X Genomics, USA) platform on nuclei extracted from the CA1 hippocampal sector, posterior STG, and occipital cortex of postmortem brain tissue from 68 individuals. The cohort included 24 amnestic AD cases, 11 lvPPA cases, and 6 PCA cases (all meeting A3B3C3 pathological criteria), along with 27 healthy controls (A≤1B≤1C≤1). Bioinformatics analysis was conducted using the Seurat library in R. Cell subpopulation comparisons were performed using the Wald statistical test, with p ‐values < .05 considered significant. Results Following quality control, we recovered over 1.58 million nuclei, with an average of 2,129 genes detected per nucleus. UMAP clustering identified 17 inhibitory and 16 excitatory neuronal subpopulations across all three regions. Among these, one excitatory subpopulation was highly enriched in CA1. We identified six excitatory subpopulations (Exc‐subs) exhibiting region‐specific vulnerability. Notably, the Ex L2/3 IT RORB GRIN1 subpopulation showed pronounced vulnerability in CA1 among amnestic cases, in STG among amnestic and lvPPA cases, and displayed a vulnerability trend in the occipital cortex among PCA cases, though not statistically significant. Conclusion Our findings suggest that a specific excitatory neuron subpopulation exhibits heightened susceptibility across highly tau‐affected regions in amnestic and atypical AD syndromes, including PCA. Ongoing validation using quantitative pathology aims to confirm these findings, and further case analyses will refine our understanding of the molecular drivers of neuronal vulnerability in AD.
Clinicopathological study of chronic traumatic encephalopathy pathology in a population-based cohort
Rodriguez, Roberta Diehl, Nowinski, Christopher, Suemoto, Cláudia Kimie , Leite, Renata Elaine P, Ferretti-Rebustini, Renata Eloah de Lucena, Jacob-Filho, Wilson, Pasqualucci, Carlos Augusto, Nitrini, Ricardo, Grinberg, Lea T, Grinberg, Lea T. , Grinberg, Lea , Suemoto, Claudia Kimie , Leite, Renata Elaine Paraizo , Rodriguez, Roberta Diehl , Ferretti‐Rebustini, Renata Eloah de Lucena , Jacob-Filho, Wilson, Pasqualucci, Carlos Augusto , Nitríni, Ricardo

Journal of Neuropathology & Experimental Neurology | November 28, 2025 | Volume: 85 | Issue: 5 | Pages: 425-432

10.1093/jnen/nlaf150 Get It

Abstract Chronic traumatic encephalopathy (CTE) is a progressive neurodegenerative disease linked to repetitive traumatic brain injury, but its prevalence and risk factors in the general population remain poorly defined. We investigated CTE neuropathological changes (CTE-NC) in an admixed, population-based clinicopathological cohort. Neuropathological evaluation was conducted on brain samples from 1151 individuals in the University of São Paulo Biobank for Aging Studies collected from 2004 to 2022. CTE-NC and aging-related tau astrogliopathy (ARTAG) were assessed across 14 963 histological slides using p-tau immunostaining. Clinical, cognitive, and neuropsychiatric data were obtained via informant interviews; information on sports exposure and traumatic brain injury history was limited. Seven cases (0.6%) met criteria for CTE-NC, mean age at death 73.4 ± 12.5 years; 1 was female. Dementia was present in 43% of CTE-NC cases; 57% exhibited neuropsychiatric symptoms. Most common co-pathologies were Alzheimer disease-type changes, ARTAG, and argyrophilic grain disease. Comprehensive exposure histories were unavailable for most cases; 2 had documented soccer involvement. These findings indicate that CTE-NC is rare in this population-based Brazilian cohort and predominantly affects males with frequent coexisting neuropathologies. Findings align with reports from high-income countries and support prioritizing primary prevention by reducing exposure to repetitive head impacts in sport and other settings.
Apolipoprotein E and Alzheimer's disease pathology in a diverse autopsy study
Suemoto, Cláudia Kimie , Paes, Vítor Ribeiro , Pasqualucci, Carlos Augusto , Zatz, Mayana, Santos, Gabriela Cicalise de Souza , Alexandria, Marvin Afonso Longo Salvador de, Pereira, Ana C. , Suemoto, Claudia Kimie , Leite, Renata Elaine Paraizo , Paradela, Regina Silva , Ferriolli, Eduardo , Fortea, Juan , Naslavsky, Michel Satya , Grinberg, Lea T.

Alzheimer's & Dementia | November 21, 2025 | Volume: 21 | Issue: 11 | Pages: No page available

10.1002/alz.70927 Get It

Abstract INTRODUCTION Apolipoprotein E allele 4 (APOE ε4) is the main genetic risk factor for late‐onset Alzheimer's disease (AD), but most evidence comes from White populations in high‐income countries. We investigated APOE and AD pathology in an ethnically diverse Brazilian autopsy cohort. METHODS This cross‐sectional study used Biobank for Aging Studies (BAS) data. AD pathology was evaluated with Braak, Consortium to Establish a Registry for Alzheimer's Disease, and Thal criteria. APOE genotypes were obtained from blood or brain tissue. Regression models were adjusted for age, sex, race, and education; interaction with race was tested. RESULTS Among 1391 participants (mean age 75.1 ± 12.4 years, 50% women, 64% White), APOE ε4showed a dose response with greater AD pathological burden and higher odds of AD diagnosis, while APOE ε2/X was protective. APOE ε4/ε4 did not show full penetrance across age groups. Associations were similar in White and Black individuals. DISCUSSION APOE ε4was strongly associated with AD pathology, with consistent associations across racial groups. Highlights APOE ε4 increased AD neuropathological burden in Brazilians. APOE ε2/εX was protective against AD pathology. APOE ε4/ε4did not show full penetrance across age groups. Associations between APOE and AD pathology were similar by race. Large multiethnic autopsy study expands evidence beyond high‐income country studies.
Single‐nuclei transcriptomic identifies type‐specific neuronal cell vulnerability in Amnestic and Logopenic Variant Primary Progressive Aphasia Alzheimer’s disease
Lew, Caroline , Li, Song Hua, Newell, Kathy L. , Pereira, Felipe Luiz , Rizzi, Liara , Araujo, Igor Prufer Q C, Soloviev, Alexander V., Spina, Salvatore , Rexach, Jessica E. , Seeley, William W. , Suemoto, Cláudia Kimie , Leite, Renata Elaine Paraizo , Ghetti, Bernardino , Murray, Melissa E. , Grinberg, Lea T.

Alzheimer's & Dementia | January 3, 2025 | Volume: 20 | Issue: S1 | Pages: No page available

10.1002/alz.091703 Get It

AbstractBackgroundIndividuals meeting neuropathological criteria for Alzheimer’s disease (AD) may manifest with atypical clinical syndromes. Past work showed that the neurobiological basis for these differences is related to specific neuronal vulnerabilities for tau pathology. For instance, amnestic cases have a higher burden of neurofibrillary changes in CA1. In contrast, logopenic variant primary progressive aphasia (lvPPA) cases have a higher tau burden in the superior temporal gyrus (STG). Single‐cell technology enables investigations on the molecular basis of differential neuronal vulnerability in AD. Consequently, we delved into the factors that underlie this selective vulnerability by analyzing brain samples from individuals exclusively afflicted with AD but exhibiting diverse clinical manifestations.MethodsnRNA Sequencing using the Chromium Single Cell 3′ (10X Genomics, USA) on nuclei cells extracted from the CA1 sector and posterior STG of postmortem brain tissue of 48 individuals either meeting pathological criteria for AD (A3B3C3; 24 amnestic and eleven lvPPA) and healthy controls (A≤1B≤1C≤1; n = 13) (Table 1, Fig. 1A/B). Bioinformatics analyses were conducted using Cell Ranger and R software. Comparisons between cell subpopulations were conducted with the Wald statistical test, and p‐values < .05 were considered significant.ResultAfter quality control, we recovered more than 250k nuclei with a mean of 2,130 genes per nuclei. Upon cross‐sample alignment and t‐stochastic neighborhood embedding clustering (Fig. 1C), we found 21 excitatory neuronal subpopulations (Exc‐sub) in CA1 and 26 in STG, and 22 and 25 inhibitory neuronal subpopulations (Inh‐sub) in CA1 and STG, respectively; 16 astrocytes subpopulations in both areas and 20 microglia subpopulations in CA1 and 17 in STG (Fig. 2). One STG Exc‐sub, expressing CUX2 and LAMP5 genes showed vulnerability in lvPPA patients. Also, one STG Inh‐sub, expressing the ADARB2 gene, showed vulnerability for all AD patients.ConclusionOur preliminary study identified a vulnerable population of excitatory neurons related to lvPPA. We are conducting validation studies using quantitative pathology to confirm these results. Furthermore, analysis of a higher number of cases is ongoing and will continue to inform on factors associated with neuronal vulnerability.