10 results on '"Jose Rafael Romero"'
Search Results
2. Chromosome 10q24.32 Variants Associate With Brain Arterial Diameters in Diverse Populations: A Genome‐Wide Association Study
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Minghua Liu, Farid Khasiyev, Sanjeev Sariya, Antonio Spagnolo‐Allende, Danurys L Sanchez, Howard Andrews, Qiong Yang, Alexa Beiser, Ye Qiao, Emy A Thomas, Jose Rafael Romero, Tatjana Rundek, Adam M Brickman, Jennifer J Manly, Mitchell SV Elkind, Sudha Seshadri, Christopher Chen, Saima Hilal, Bruce A Wasserman, Giuseppe Tosto, Myriam Fornage, and Jose Gutierrez
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chromosome 10q24.32 ,CNNM2 ,genome‐wide association studies ,larger brain arterial diameters ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Brain arterial diameters (BADs) are novel imaging biomarkers of cerebrovascular disease, cognitive decline, and dementia. Traditional vascular risk factors have been associated with BADs, but whether there may be genetic determinants of BADs is unknown. Methods and Results The authors studied 4150 participants from 6 geographically diverse population‐based cohorts (40% European, 14% African, 22% Hispanic, 24% Asian ancestries). Brain arterial diameters for 13 segments were measured and averaged to obtain a global measure of BADs as well as the posterior and anterior circulations. A genome‐wide association study revealed 14 variants at one locus associated with global BAD at genome‐wide significance (P
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- 2023
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3. Deep learning based detection of enlarged perivascular spaces on brain MRI
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Tanweer Rashid, Hangfan Liu, Jeffrey B. Ware, Karl Li, Jose Rafael Romero, Elyas Fadaee, Ilya M. Nasrallah, Saima Hilal, R. Nick Bryan, Timothy M. Hughes, Christos Davatzikos, Lenore Launer, Sudha Seshadri, Susan R. Heckbert, and Mohamad Habes
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MRI ,Deep learning ,Enlarged perivascular space ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Deep learning has been demonstrated effective in many neuroimaging applications. However, in many scenarios, the number of imaging sequences capturing information related to small vessel disease lesions is insufficient to support data-driven techniques. Additionally, cohort-based studies may not always have the optimal or essential imaging sequences for accurate lesion detection. Therefore, it is necessary to determine which imaging sequences are crucial for precise detection. This study introduces a deep learning framework to detect enlarged perivascular spaces (ePVS) and aims to find the optimal combination of MRI sequences for deep learning-based quantification. We implemented an effective lightweight U-Net adapted for ePVS detection and comprehensively investigated different combinations of information from SWI, FLAIR, T1-weighted (T1w), and T2-weighted (T2w) MRI sequences. The experimental results showed that T2w MRI is the most important for accurate ePVS detection, and the incorporation of SWI, FLAIR and T1w MRI in the deep neural network had minor improvements in accuracy and resulted in the highest sensitivity and precision (sensitivity = 0.82, precision = 0.83). The proposed method achieved comparable accuracy at a minimal time cost compared to manual reading. The proposed automated pipeline enables robust and time-efficient readings of ePVS from MR scans and demonstrates the importance of T2w MRI for ePVS detection and the potential benefits of using multimodal images. Furthermore, the model provides whole-brain maps of ePVS, enabling a better understanding of their clinical correlates compared to the clinical rating methods within only a couple of brain regions.
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- 2023
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4. Relation of MRI-Visible Perivascular Spaces and Other MRI Markers of Cerebral Small Vessel Disease
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Frances Rodriguez Lara, Arturo Ruben Toro, Adlin Pinheiro, Serkalem Demissie, Oluchi Ekenze, Oliver Martinez, Pedram Parva, Andreas Charidimou, Saptaparni Ghosh, Charles DeCarli, Sudha Seshadri, Mohamad Habes, Pauline Maillard, and Jose Rafael Romero
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MRI-visible perivascular spaces ,cerebral small vessel disease ,disease marker ,glymphatic function ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Perivascular spaces (PVS) visible on brain MRI signal cerebral small vessel disease (CSVD). The coexistence of PVS with other CSVD manifestations likely increases the risk of adverse neurological outcomes. We related PVS to other CSVD manifestations and brain volumes that are markers of vascular brain injury and neurodegeneration. Framingham Heart Study (FHS) participants with CSVD ratings on brain MRI were included. PVS were rated in the basal ganglia (BG) and centrum semiovale (CSO) into grades I–IV and a category reflecting high burden in single or mixed CSO-BG regions. We related PVS to covert brain infarcts (CBI), white matter hyperintensities (WMH), cerebral microbleeds (CMB), total brain, hippocampal, and cortical gray matter volumes using adjusted multivariable regression analyses. In 2454 participants (mean age 54 ± 12 years), we observed that higher PVS burden in both BG and CSO was related to CMB in lobar and deep brain regions and increased WMH. Greater CSO PVS burden was associated with decreased total cortical gray volumes. PVS are associated with ischemic markers of CSVD and neurodegeneration markers. Further studies should elucidate the causality between PVS and other CSVD manifestations.
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- 2023
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5. MRI-Visible Perivascular Spaces and Risk of Incident Dementia
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Jose Rafael Romero, Adlin Pinheiro, Hugo J. Aparicio, Charles S. DeCarli, Serkalem Demissie, and Sudha Seshadri
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Aging ,Neurology & Neurosurgery ,Prevention ,Clinical Sciences ,Neurosciences ,Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD) ,Neurodegenerative ,Cardiovascular ,Alzheimer's Disease ,Brain Disorders ,Stroke ,Neurological ,Acquired Cognitive Impairment ,Biomedical Imaging ,Dementia ,Cognitive Sciences ,Neurology (clinical) - Abstract
Background and ObjectivesPerivascular spaces (PVS) visible on MRI scans may represent key aspects in the pathophysiology of stroke and dementia, including cerebral small vessel disease and glymphatic dysfunction. This study aimed to determine the association between MRI-visible PVS burden and the risk of incident dementia.MethodsThis study included community-dwelling Framingham Heart Study Original and Offspring cohort participants with available brain MRI-PVS ratings, free of stroke and dementia. Multivariable Cox proportional hazard regression was used to obtain hazard ratios (HRs) and 95% CIs of the association between MRI-visible PVS and incident dementia. PVS were rated using validated methods in the basal ganglia (BG) and centrum semiovale (CSO). The outcomes included all-cause dementia, Alzheimer dementia (AD), and vascular dementia (VaD).ResultsOne thousand four hundred forty-nine participants 50 years or older (46% male) were included. Over a median follow-up period of 8.3 years, the incidence of all-cause dementia, AD, and VaD was 15.8%, 12.5%, and 2.5%, respectively. In models that adjusted for vascular risk factors and cardiovascular disease, the hazard for dementia increased steadily as PVS burden increased, rising 2-fold for those with grade II PVS (HR 2.44, 95% CI 1.51–3.93) to 5-fold in participants with grade IV (HR 5.05, 95% CI 2.75–9.26) compared with grade I PVS in CSO. In the BG, hazards increased 1.6-fold (HR 1.62, 95% CI 1.15–2.27) for grade II to 2.6-fold (HR 2.67, 95% CI 1.04–6.88) for grade IV compared with grade I PVS. The association remained significant for CSO but not for BG, after adjustment for white matter hyperintensity volume (WMHV), covert infarcts, and total brain volume. Similar findings were observed for AD, but VaD, limited by a small number of events, was not statistically significant.DiscussionHigher burden of PVS in CSO was associated with increased risk of developing dementia, independent of vascular risk factors, total brain volume, WMHVs, and covert infarcts. This finding supports a role for PVS as a subclinical MRI marker to identify individuals in subclinical stages at high risk of developing dementia who may benefit from early intervention.
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- 2022
6. Genomics of perivascular space burden unravels early mechanisms of cerebral small vessel disease
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Marie‐Gabrielle Duperron, Maria J. Knol, Quentin Le Grand, Tavia E Evans, Aniket Mishra, Gennady V. Roshchupkin, Takahiro Konuma, David Alexandre Tregouët, Jose Rafael Romero, Stefan Frenzel, Michelle Luciano, Edith Hofer, Mathieu Bourgey, Nicole D Dueker, Pilar Delgado, Saima Hilal, Rick M. Tankard, Florian Dubost, Jean Shin, Yasaman Saba, Christopher Chen, Tatjana Rundek, Alexander Teumer, Ami Tsuchida, Helena Schmidt, Perminder S. Sachdev, Wei Wen, Anne Joutel, Claudia L Satizabal, Ralph Sacco, Guillaume Bourque, Mark Lathrop, Tomas Paus, Israel Fernandez‐Cadenas, Bernard Mazoyer, Yukinori Okada, Hans J. Grabe, Karen A Mather, Reinhold Schmidt, M. Arfan Ikram, Christophe Tzourio, Joanna M Wardlaw, Sudha Seshadri, Hieab H.H. Adams, and Stéphanie Debette
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Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Epidemiology ,Health Policy ,Neurology (clinical) ,Geriatrics and Gerontology - Published
- 2022
7. Strokes in Patients With Injection Drug Use and Tricuspid Valve Endocarditis – A Case Series
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Karan S. Hingorani, Erin Barnes, Thiago Carneiro, Elie Sader, Pria Anand, Charlene J. Ong, David Chung, Ali Daneshmand, Kushak Suchdev, Courtney Takahashi, David Greer, Julie G. Shulman, Hugo J. Aparicio, Thanh N. Nguyen, Jose. Rafael Romero, Mohamad AbdalKader, Steven K. Feske, Simeon D. Kimmel, Zoe M. Weinstein, Maura Fagan, Nikola Dobrilovic, Eric Awtry, and Anna M. Cervantes-Arslanian
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Neurology (clinical) - Abstract
Research Design: In this study, we describe patients from a tertiary care safety-net hospital endocarditis registry with tricuspid valve infective endocarditis (TVIE), and concomitant acute or subacute ischemic stroke predominantly associated with injection drug use (IDU). We retrospectively obtained data pertinent to neurologic examinations, history of injection drug use (IDU), blood cultures, transthoracic/transesophageal echocardiography (TTE/TEE), neuroimaging, and Modified Rankin Scale (mRS) scores at discharge. Only those patients with bacteremia, tricuspid valve vegetations, and neuroimaging consistent with acute to subacute ischemic infarction and microhemorrhages in two cases were included in this series. Results: Of 188 patients in the registry, 66 patients had TVIE and 10 of these were complicated by ischemic stroke. Neurologic symptoms were largely non-specific, eight patients had altered mental status and only 3 had focal deficits. Nine cases were associated with IDU. Two patients had evidence of a patent foramen ovale on echocardiography. Blood cultures grew S. aureus species in 9 of the patients, all associated with IDU. Three patients died during hospitalization. The mRS score at discharge for survivors ranged 0-4. Conclusions: Patients with strokes from TVIE had heterogeneous presentations and putative mechanisms. We noted that robust neuroimaging is lacking for patients with TVIE from IDU and that such patients may benefit from neuroimaging as a screen for strokes to assist peri-operative management. Further inquiry is needed to elucidate stroke mechanisms in these patients.
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- 2023
8. Assessment of Risk Factors and Clinical Importance of Enlarged Perivascular Spaces by Whole-Brain Investigation in the Multi-Ethnic Study of Atherosclerosis
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Sokratis Charisis, Tanweer Rashid, Hangfan Liu, Jeffrey B. Ware, Paul N. Jensen, Thomas R. Austin, Karl Li, Elyas Fadaee, Saima Hilal, Christopher Chen, Timothy M. Hughes, Jose Rafael Romero, Jon B. Toledo, Will T. Longstreth, Timothy J. Hohman, Ilya Nasrallah, R. Nick Bryan, Lenore J. Launer, Christos Davatzikos, Sudha Seshadri, Susan R. Heckbert, and Mohamad Habes
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General Medicine - Abstract
ImportanceEnlarged perivascular spaces (ePVSs) have been associated with cerebral small-vessel disease (cSVD). Although their etiology may differ based on brain location, study of ePVSs has been limited to specific brain regions; therefore, their risk factors and significance remain uncertain.ObjectiveToperform a whole-brain investigation of ePVSs in a large community-based cohort.Design, Setting, and ParticipantsThis cross-sectional study analyzed data from the Atrial Fibrillation substudy of the population-based Multi-Ethnic Study of Atherosclerosis. Demographic, vascular risk, and cardiovascular disease data were collected from September 2016 to May 2018. Brain magnetic resonance imaging was performed from March 2018 to July 2019. The reported analysis was conducted between August and October 2022. A total of 1026 participants with available brain magnetic resonance imaging data and complete information on demographic characteristics and vascular risk factors were included.Main Outcomes and MeasuresEnlarged perivascular spaces were quantified using a fully automated deep learning algorithm. Quantified ePVS volumes were grouped into 6 anatomic locations: basal ganglia, thalamus, brainstem, frontoparietal, insular, and temporal regions, and were normalized for the respective regional volumes. The association of normalized regional ePVS volumes with demographic characteristics, vascular risk factors, neuroimaging indices, and prevalent cardiovascular disease was explored using generalized linear models.ResultsIn the 1026 participants, mean (SD) age was 72 (8) years; 541 (53%) of the participants were women. Basal ganglia ePVS volume was positively associated with age (β = 3.59 × 10−3; 95% CI, 2.80 × 10−3 to 4.39 × 10−3), systolic blood pressure (β = 8.35 × 10−4; 95% CI, 5.19 × 10−4 to 1.15 × 10−3), use of antihypertensives (β = 3.29 × 10−2; 95% CI, 1.92 × 10−2 to 4.67 × 10−2), and negatively associated with Black race (β = −3.34 × 10−2; 95% CI, −5.08 × 10−2 to −1.59 × 10−2). Thalamic ePVS volume was positively associated with age (β = 5.57 × 10−4; 95% CI, 2.19 × 10−4 to 8.95 × 10−4) and use of antihypertensives (β = 1.19 × 10−2; 95% CI, 6.02 × 10−3 to 1.77 × 10−2). Insular region ePVS volume was positively associated with age (β = 1.18 × 10−3; 95% CI, 7.98 × 10−4 to 1.55 × 10−3). Brainstem ePVS volume was smaller in Black than in White participants (β = −5.34 × 10−3; 95% CI, −8.26 × 10−3 to −2.41 × 10−3). Frontoparietal ePVS volume was positively associated with systolic blood pressure (β = 1.14 × 10−4; 95% CI, 3.38 × 10−5 to 1.95 × 10−4) and negatively associated with age (β = −3.38 × 10−4; 95% CI, −5.40 × 10−4 to −1.36 × 10−4). Temporal region ePVS volume was negatively associated with age (β = −1.61 × 10−2; 95% CI, −2.14 × 10−2 to −1.09 × 10−2), as well as Chinese American (β = −2.35 × 10−1; 95% CI, −3.83 × 10−1 to −8.74 × 10−2) and Hispanic ethnicities (β = −1.73 × 10−1; 95% CI, −2.96 × 10−1 to −4.99 × 10−2).Conclusions and RelevanceIn this cross-sectional study of ePVSs in the whole brain, increased ePVS burden in the basal ganglia and thalamus was a surrogate marker for underlying cSVD, highlighting the clinical importance of ePVSs in these locations.
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- 2023
9. Pleiotropy analysis between lobar intracerebral hemorrhage and CSF β-amyloid highlights new and established associations
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Sandro Marini, Jaeyoon Chung, Xudong Han, Xinyu Sun, Livia Parodi, Lindsay A Farrer, Jonathan Rosand, Jose Rafael Romero, and Christopher D Anderson
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Neurology - Abstract
Background and aims: Combining biologically related traits in genome-wide association studies (GWAS) increases the power for genetic discovery. Given the established relationship between lobar intracerebral hemorrhage (ICH) and cerebral amyloid angiopathy (CAA), and between the latter and levels of cerebrospinal fluid amyloid-β 42 (CSF-Aβ42), we leveraged genetic predisposition for lower CSF-Aβ42 levels as a proxy phenotype for CAA to identify new genes associated with lobar ICH. Methods: We used publicly available GWAS data for CSF-Aβ42 levels (n = 3146) and for lobar ICH (n = 2094). First, we evaluated the association between lobar ICH risk and CSF-Aβ42 in lobar ICH patients using a polygenic risk score (PRS) for CSF-Aβ42. Next, we conducted multi-trait analysis of GWAS (MTAG) for pleiotropy analysis of lobar ICH and CSF-Aβ42. MTAG results were further tested using Expression Quantitative Trait Locus and Differential Gene Expression Analyses. Results: CSF-Aβ42 PRS was associated with lobar ICH risk (p = 0.04). MTAG analysis identified a novel association within CDH9 (rs1007589; minor allele frequency = 0.09; MTAG p = 5.4 × 10−8; lobar ICH odds ratio = 1.4 and p = 2.4 × 10−3; CSF-Aβ42 β = −0.03 and p = 4.5 × 10−6). rs1007589 was significantly associated with the expression levels of CDH9 in temporal and occipital cortices, regions known to preferentially accumulate microhemorrhages in CAA. Conclusion: Our pleiotropy analysis suggested a variant possibly implicated with lobar ICH driven by amyloid-related mechanisms in CDH9 and associated with differential expression in brain regions characteristically affected by CAA. CDH9 is one subtype of the cadherin superfamily, which regulates intercellular adhesion, is involved in blood-brain barrier integrity, and is elevated in Alzheimer’s disease patients. Further analyses are warranted to understand the effects of the variant on the pathogenesis of ICH and its clinical significance.
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- 2023
10. The Boston criteria version 2.0 for cerebral amyloid angiopathy: a multicentre, retrospective, MRI-neuropathology diagnostic accuracy study
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Andreas Charidimou, Gregoire Boulouis, Matthew P Frosch, Jean-Claude Baron, Marco Pasi, Jean Francois Albucher, Gargi Banerjee, Carmen Barbato, Fabrice Bonneville, Sebastian Brandner, Lionel Calviere, François Caparros, Barbara Casolla, Charlotte Cordonnier, Marie-Bernadette Delisle, Vincent Deramecourt, Martin Dichgans, Elif Gokcal, Jochen Herms, Mar Hernandez-Guillamon, Hans Rolf Jäger, Zane Jaunmuktane, Jennifer Linn, Sergi Martinez-Ramirez, Elena Martínez-Sáez, Christian Mawrin, Joan Montaner, Solene Moulin, Jean-Marc Olivot, Fabrizio Piazza, Laurent Puy, Nicolas Raposo, Mark A Rodrigues, Sigrun Roeber, Jose Rafael Romero, Neshika Samarasekera, Julie A Schneider, Stefanie Schreiber, Frank Schreiber, Corentin Schwall, Colin Smith, Levente Szalardy, Pascale Varlet, Alain Viguier, Joanna M Wardlaw, Andrew Warren, Frank A Wollenweber, Marialuisa Zedde, Mark A van Buchem, M Edip Gurol, Anand Viswanathan, Rustam Al-Shahi Salman, Eric E Smith, David J Werring, Steven M Greenberg, Charidimou, A, Boulouis, G, Frosch, M, Baron, J, Pasi, M, Albucher, J, Banerjee, G, Barbato, C, Bonneville, F, Brandner, S, Calviere, L, Caparros, F, Casolla, B, Cordonnier, C, Delisle, M, Deramecourt, V, Dichgans, M, Gokcal, E, Herms, J, Hernandez-Guillamon, M, Jäger, H, Jaunmuktane, Z, Linn, J, Martinez-Ramirez, S, Martínez-Sáez, E, Mawrin, C, Montaner, J, Moulin, S, Olivot, J, Piazza, F, Puy, L, Raposo, N, Rodrigues, M, Roeber, S, Romero, J, Samarasekera, N, Schneider, J, Schreiber, S, Schreiber, F, Schwall, C, Smith, C, Szalardy, L, Varlet, P, Viguier, A, Wardlaw, J, Warren, A, Wollenweber, F, Zedde, M, van Buchem, M, Gurol, M, Viswanathan, A, Al-Shahi Salman, R, Smith, E, Werring, D, and Greenberg, S
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diagnoisi ,Amyloid beta-Peptides ,pathology [Cerebral Hemorrhage] ,Middle Aged ,MED/46 - SCIENZE TECNICHE DI MEDICINA DI LABORATORIO ,Magnetic Resonance Imaging ,diagnostic imaging [Cerebral Amyloid Angiopathy] ,Cerebral Amyloid Angiopathy ,methods [Magnetic Resonance Imaging] ,biomarker ,Humans ,Neurology (clinical) ,ddc:610 ,Neuropathology ,MRI ,Aged ,Cerebral Hemorrhage ,Retrospective Studies - Abstract
BACKGROUND: Cerebral amyloid angiopathy (CAA) is an age-related small vessel disease, characterised pathologically by progressive deposition of amyloid β in the cerebrovascular wall. The Boston criteria are used worldwide for the in-vivo diagnosis of CAA but have not been updated since 2010, before the emergence of additional MRI markers. We report an international collaborative study aiming to update and externally validate the Boston diagnostic criteria across the full spectrum of clinical CAA presentations.METHODS: In this multicentre, hospital-based, retrospective, MRI and neuropathology diagnostic accuracy study, we did a retrospective analysis of clinical, radiological, and histopathological data available to sites participating in the International CAA Association to formulate updated Boston criteria and establish their diagnostic accuracy across different populations and clinical presentations. Ten North American and European academic medical centres identified patients aged 50 years and older with potential CAA-related clinical presentations (ie, spontaneous intracerebral haemorrhage, cognitive impairment, or transient focal neurological episodes), available brain MRI, and histopathological assessment for CAA diagnosis. MRI scans were centrally rated at Massachusetts General Hospital (Boston, MA, USA) for haemorrhagic and non-haemorrhagic CAA markers, and brain tissue samples were rated by neuropathologists at the contributing sites. We derived the Boston criteria version 2.0 (v2.0) by selecting MRI features to optimise diagnostic specificity and sensitivity in a prespecified derivation cohort (Boston cases 1994-2012, n=159), then externally validated the criteria in a prespecified temporal validation cohort (Boston cases 2012-18, n=59) and a geographical validation cohort (non-Boston cases 2004-18; n=123), comparing accuracy of the new criteria to the currently used modified Boston criteria with histopathological assessment of CAA as the diagnostic standard. We also assessed performance of the v2.0 criteria in patients across all cohorts who had the diagnostic gold standard of brain autopsy.FINDINGS: The study protocol was finalised on Jan 15, 2017, patient identification was completed on Dec 31, 2018, and imaging analyses were completed on Sept 30, 2019. Of 401 potentially eligible patients presenting to Massachusetts General Hospital, 218 were eligible to be included in the analysis; of 160 patient datasets from other centres, 123 were included. Using the derivation cohort, we derived provisional criteria for probable CAA requiring the presence of at least two strictly lobar haemorrhagic lesions (ie, intracerebral haemorrhages, cerebral microbleeds, or foci of cortical superficial siderosis) or at least one strictly lobar haemorrhagic lesion and at least one white matter characteristic (ie, severe visible perivascular spaces in centrum semiovale or white matter hyperintensities in a multispot pattern). The sensitivity and specificity of these criteria were 74·8% (95% CI 65·4-82·7) and 84·6% (71·9-93·1) in the derivation cohort, 92·5% (79·6-98·4) and 89·5% (66·9-98·7) in the temporal validation cohort, 80·2% (70·8-87·6) and 81·5% (61·9-93·7) in the geographical validation cohort, and 74·5% (65·4-82·4) and 95·0% (83·1-99·4) in all patients who had autopsy as the diagnostic standard. The area under the receiver operating characteristic curve (AUC) was 0·797 (0·732-0·861) in the derivation cohort, 0·910 (0·828-0·992) in the temporal validation cohort, 0·808 (0·724-0·893) in the geographical validation cohort, and 0·848 (0·794-0·901) in patients who had autopsy as the diagnostic standard. The v2.0 Boston criteria for probable CAA had superior accuracy to the current Boston criteria (sensitivity 64·5% [54·9-73·4]; specificity 95·0% [83·1-99·4]; AUC 0·798 [0·741-0854]; p=0·0005 for comparison of AUC) across all individuals who had autopsy as the diagnostic standard.INTERPRETATION: The Boston criteria v2.0 incorporate emerging MRI markers of CAA to enhance sensitivity without compromising their specificity in our cohorts of patients aged 50 years and older presenting with spontaneous intracerebral haemorrhage, cognitive impairment, or transient focal neurological episodes. Future studies will be needed to determine generalisability of the v.2.0 criteria across the full range of patients and clinical presentations.FUNDING: US National Institutes of Health (R01 AG26484).
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- 2021
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