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1.
Stroke ; 52(9): 2866-2873, 2021 08.
Article in English | MEDLINE | ID: mdl-34192894

ABSTRACT

Background and Purpose: Novel noninvasive measures of vascular function are emerging as subclinical markers for cardiovascular disease (CVD) and may be useful to predict CVD events. The purpose of our prospective study was to assess associations between digital peripheral arterial tonometry (PAT) measures and first-onset major CVD events in a sample of FHS (Framingham Heart Study) participants. Methods: Using a fingertip PAT device, we assessed pulse amplitude in Framingham Offspring and Third Generation participants (n=3865; mean age, 55±14 years; 52% women) at baseline and in 30-second intervals for 4 minutes during reactive hyperemia. The PAT ratio (relative hyperemia index) was calculated as the post-to-pre occlusion pulse signal ratio in the occluded arm, relative to the same ratio in the control (nonoccluded) arm, and corrected for baseline vascular tone. Baseline pulse amplitude and PAT ratio during hyperemia are measures of pressure pulsatility and microvascular function in the finger, respectively. We used Cox proportional hazards regression to relate PAT measures in the fingertip to incident CVD events. Results: During follow-up (median, 9.2 years; range, 0.04­10.0 years), 270 participants (7%) experienced new-onset CVD events (n=270). In multivariable models adjusted for cardiovascular risk factors, baseline pulse amplitude (hazard ratio [HR] per 1 SD, 1.04 [95% CI, 0.90­1.21]; P=0.57) and PAT ratio (HR, 0.95 [95% CI, 0.84­1.08]; P=0.43) were not significantly related to incident composite CVD events, including myocardial infarction or heart failure. However, higher PAT ratio (HR, 0.76 [95% CI, 0.61­0.94]; P=0.013), but not baseline pulse amplitude (HR, 1.15 [95% CI, 0.89­1.49]; P=0.29), was related to lower risk for incident stroke. In a sensitivity analysis by stroke subtype, higher PAT ratio was related to lower risk of incident ischemic stroke events (HR, 0.68 [95% CI, 0.53­0.86]; P=0.001). Conclusions: Novel digital PAT measures may represent a marker of stroke risk in the community.


Subject(s)
Arteries/physiopathology , Cardiovascular Diseases/physiopathology , Hyperemia/physiopathology , Myocardial Infarction/physiopathology , Aged , Endothelium, Vascular/physiopathology , Female , Heart Failure/physiopathology , Humans , Longitudinal Studies , Male , Middle Aged , Prospective Studies , Risk Assessment , Risk Factors
2.
JAMA ; 325(4): 373-381, 2021 01 26.
Article in English | MEDLINE | ID: mdl-33496774

ABSTRACT

Importance: Accurate estimation of the association between transient ischemic attack (TIA) and risk of subsequent stroke can help to improve preventive efforts and limit the burden of stroke in the population. Objective: To determine population-based incidence of TIA and the timing and long-term trends of stroke risk after TIA. Design, Setting, and Participants: Retrospective cohort study (Framingham Heart Study) of prospectively collected data of 14 059 participants with no history of TIA or stroke at baseline, followed up from 1948-December 31, 2017. A sample of TIA-free participants was matched to participants with first incident TIA on age and sex (ratio, 5:1). Exposures: Calendar time (TIA incidence calculation, time-trends analyses), TIA (matched longitudinal cohort). Main Outcomes and Measures: The main outcomes were TIA incidence rates; proportion of stroke occurring after TIA in the short term (7, 30, and 90 days) vs the long term (>1-10 years); stroke after TIA vs stroke among matched control participants without TIA; and time trends of stroke risk at 90 days after TIA assessed in 3 epochs: 1954-1985, 1986-1999, and 2000-2017. Results: Among 14 059 participants during 66 years of follow-up (366 209 person-years), 435 experienced TIA (229 women; mean age, 73.47 [SD, 11.48] years and 206 men; mean age, 70.10 [SD, 10.64] years) and were matched to 2175 control participants without TIA. The estimated incidence rate of TIA was 1.19/1000 person-years. Over a median of 8.86 years of follow-up after TIA, 130 participants (29.5%) had a stroke; 28 strokes (21.5%) occurred within 7 days, 40 (30.8%) occurred within 30 days, 51 (39.2%) occurred within 90 days, and 63 (48.5%) occurred more than 1 year after the index TIA; median time to stroke was 1.64 (interquartile range, 0.07-6.6) years. The age- and sex-adjusted cumulative 10-year hazard of incident stroke for patients with TIA (130 strokes among 435 cases) was 0.46 (95% CI, 0.39-0.55) and for matched control participants without TIA (165 strokes among 2175) was 0.09 (95% CI, 0.08-0.11); fully adjusted hazard ratio [HR], 4.37 (95% CI, 3.30-5.71; P < .001). Compared with the 90-day stroke risk after TIA in 1948-1985 (16.7%; 26 strokes among 155 patients with TIA), the risk between 1986-1999 was 11.1% (18 strokes among 162 patients) and between 2000-2017 was 5.9% (7 strokes among 118 patients). Compared with the first epoch, the HR for 90-day risk of stroke in the second epoch was 0.60 (95% CI, 0.33-1.12) and in the third epoch was 0.32 (95% CI, 0.14-0.75) (P = .005 for trend). Conclusions and Relevance: In this population-based cohort study from 1948-2017, the estimated crude TIA incidence was 1.19/1000 person-years, the risk of stroke was significantly greater after TIA compared with matched control participants who did not have TIA, and the risk of stroke after TIA was significantly lower in the most recent epoch from 2000-2017 compared with an earlier period from 1948-1985.


Subject(s)
Ischemic Attack, Transient/complications , Stroke/etiology , Adult , Aged , Aged, 80 and over , Cohort Studies , Female , Humans , Incidence , Ischemic Attack, Transient/epidemiology , Male , Middle Aged , Retrospective Studies , Risk Factors , Stroke/epidemiology
3.
Ann Neurol ; 86(3): 463-467, 2019 09.
Article in English | MEDLINE | ID: mdl-31271449

ABSTRACT

Higher plasma total-tau level is associated with incident dementia, but its relationship with stroke risk is unknown. In this prospective community-based study, we evaluated plasma total-tau level as a biomarker of stroke risk in 2,794 Framingham Heart Study participants. Persons with plasma total-tau levels in the top quintile, versus the bottom 4, had an increased risk of incident stroke over a mean follow-up of 8.3 years (hazard ratio = 2.01; 95% confidence interval = 1.32-3.08) following adjustments for age, sex, and stroke risk factors. Our findings demonstrate that plasma total-tau relates to the risk of stroke in a community sample. ANN NEUROL 2019;86:463-467.


Subject(s)
Stroke/blood , Stroke/epidemiology , tau Proteins/blood , Aged , Biomarkers/blood , Female , Humans , Incidence , Longitudinal Studies , Male , Massachusetts/epidemiology , Prospective Studies , Risk Factors
4.
J Stroke Cerebrovasc Dis ; 29(8): 104980, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32689645

ABSTRACT

BACKGROUND: The COVID-19 pandemic has presented unprecedented challenges to healthcare organizations worldwide. A steadily rising number of patients requiring intensive care, a large proportion from racial and ethnic minorities, demands creative solutions to provide high-quality care while ensuring healthcare worker safety in the face of limited resources. Boston Medical Center has been particularly affected due to the underserved patient population we care for and the increased risk of ischemic stroke in patients with COVID-19 infection. METHODS: We present protocol modifications developed to manage patients with acute ischemic stroke in a safe and effective manner while prioritizing judicious use of personal protective equipment and intensive care unit resources. CONCLUSION: We feel this information will benefit other organizations facing similar obstacles in caring for the most vulnerable patient populations during this ongoing public health crisis.


Subject(s)
Betacoronavirus/pathogenicity , Brain Ischemia/virology , Coronavirus Infections/therapy , Endovascular Procedures , Health Services Needs and Demand/organization & administration , Needs Assessment/organization & administration , Pneumonia, Viral/therapy , Radiography, Interventional , Stroke/therapy , Thrombolytic Therapy , Boston , Brain Ischemia/diagnosis , Brain Ischemia/epidemiology , COVID-19 , Clinical Decision-Making , Coronavirus Infections/diagnosis , Coronavirus Infections/epidemiology , Coronavirus Infections/virology , Critical Pathways/organization & administration , Endovascular Procedures/adverse effects , Host Microbial Interactions , Humans , Pandemics , Pneumonia, Viral/diagnosis , Pneumonia, Viral/epidemiology , Pneumonia, Viral/virology , Radiography, Interventional/adverse effects , Risk Assessment , Risk Factors , SARS-CoV-2 , Stroke/diagnosis , Stroke/epidemiology , Thrombolytic Therapy/adverse effects , Treatment Outcome , Triage/organization & administration
5.
J Stroke Cerebrovasc Dis ; 29(11): 105201, 2020 Nov.
Article in English | MEDLINE | ID: mdl-33066885

ABSTRACT

BACKGROUND/PURPOSE: Coronavirus disease 2019 (COVID-19) is associated with increased risk of acute ischemic stroke (AIS), however, there is a paucity of data regarding outcomes after administration of intravenous tissue plasminogen activator (IV tPA) for stroke in patients with COVID-19. METHODS: We present a multicenter case series from 9 centers in the United States of patients with acute neurological deficits consistent with AIS and COVID-19 who were treated with IV tPA. RESULTS: We identified 13 patients (mean age 62 (±9.8) years, 9 (69.2%) male). All received IV tPA and 3 cases also underwent mechanical thrombectomy. All patients had systemic symptoms consistent with COVID-19 at the time of admission: fever (5 patients), cough (7 patients), and dyspnea (8 patients). The median admission NIH stroke scale (NIHSS) score was 14.5 (range 3-26) and most patients (61.5%) improved at follow up (median NIHSS score 7.5, range 0-25). No systemic or symptomatic intracranial hemorrhages were seen. Stroke mechanisms included cardioembolic (3 patients), large artery atherosclerosis (2 patients), small vessel disease (1 patient), embolic stroke of undetermined source (3 patients), and cryptogenic with incomplete investigation (1 patient). Three patients were determined to have transient ischemic attacks or aborted strokes. Two out of 12 (16.6%) patients had elevated fibrinogen levels on admission (mean 262.2 ± 87.5 mg/dl), and 7 out of 11 (63.6%) patients had an elevated D-dimer level (mean 4284.6 ±3368.9 ng/ml). CONCLUSIONS: IV tPA may be safe and efficacious in COVID-19, but larger studies are needed to validate these results.


Subject(s)
Brain Ischemia/drug therapy , Coronavirus Infections/therapy , Fibrinolytic Agents/administration & dosage , Pneumonia, Viral/therapy , Stroke/drug therapy , Thrombolytic Therapy , Tissue Plasminogen Activator/administration & dosage , Administration, Intravenous , Aged , Aged, 80 and over , Brain Ischemia/diagnosis , Brain Ischemia/epidemiology , COVID-19 , Coronavirus Infections/diagnosis , Coronavirus Infections/epidemiology , Female , Fibrinolytic Agents/adverse effects , Humans , Male , Middle Aged , Pandemics , Pneumonia, Viral/diagnosis , Pneumonia, Viral/epidemiology , Risk Factors , Stroke/diagnosis , Stroke/epidemiology , Thrombectomy , Thrombolytic Therapy/adverse effects , Time Factors , Tissue Plasminogen Activator/adverse effects , Treatment Outcome , United States/epidemiology , Young Adult
6.
Stroke ; 54(3): 642, 2023 03.
Article in English | MEDLINE | ID: mdl-36848420
7.
Stroke ; 54(9): 2213, 2023 09.
Article in English | MEDLINE | ID: mdl-37639513
8.
Stroke ; 54(11): 2713, 2023 11.
Article in English | MEDLINE | ID: mdl-37871244
9.
Stroke ; 49(12): 2822-2829, 2018 12.
Article in English | MEDLINE | ID: mdl-30571417

ABSTRACT

Background and Purpose- The role of dietary fat on cardiovascular health and mortality remains under debate. Because the APOE is central to the transport and metabolism of lipids, we examined associations between plasma fatty acids and the risk of stroke, coronary heart disease, and mortality by APOE-ε4 genotype. Methods- We included 943 FHS (Framingham Heart Study) and 1406 3C (Three-City) Bordeaux Study participants. Plasma docosahexaenoic, linoleic, arachidonic, and palmitic fatty acids were measured at baseline by gas chromatography. All-cause stroke, ischemic stroke, coronary heart disease, and all-cause mortality events were identified prospectively using standardized protocols. Each cohort used Cox models to separately relate fatty acid levels to the risk of developing each event during ≤10 years of follow-up adjusting for potential confounders and stratifying by APOE genotype (ε4 carriers versus noncarriers). We then meta-analyzed summary statistics using random-effects models. Results- On average, participants had a mean age of 74 years, 61% were women, and 21% (n=483) were APOE-ε4 carriers. Meta-analysis results showed that, only among APOE-ε4 carriers, every SD unit increase in linoleic acid was associated with a reduced risk of all-cause stroke (hazard ratio [HR], 0.54 [95% CI, 0.38-0.78]), ischemic stroke (HR, 0.48 [95% CI, 0.33-0.71]), and all-cause mortality (HR, 0.70 [95% CI, 0.57-0.85]). In contrast, every SD unit increase in palmitic acid was related to an increased risk of all-cause stroke (HR, 1.58 [95% CI, 1.16-2.17]), ischemic stroke (HR, 1.76 [95% CI, 1.26-2.45]), and coronary heart disease (HR, 1.48 [95% CI, 1.09-2.01]), also in APOE-ε4 carriers only. Results for docosahexaenoic acid and arachidonic acid were heterogeneous between cohorts. Conclusions- These exploratory results suggest that APOE-ε4 carriers may be more susceptible to the beneficial or adverse impact of fatty acids on cardiovascular disease and mortality. In this subgroup, higher linoleic acid was protective for stroke and mortality, whereas palmitic acid was a risk factor for stroke and coronary heart disease. The mechanisms underlying these novel findings warrant further investigation.


Subject(s)
Apolipoprotein E4/genetics , Coronary Disease/genetics , Fatty Acids/metabolism , Lipid Metabolism/genetics , Stroke/genetics , Aged , Arachidonic Acid/metabolism , Cleft Lip , Coronary Disease/metabolism , Dietary Fats/metabolism , Docosahexaenoic Acids/metabolism , Female , Humans , Linoleic Acid/metabolism , Male , Mortality , Palmitic Acid/metabolism , Proportional Hazards Models , Retinal Diseases , Risk Factors , Stroke/metabolism
11.
Stroke ; 48(2): 486-489, 2017 02.
Article in English | MEDLINE | ID: mdl-28008091

ABSTRACT

BACKGROUND AND PURPOSE: Lacunar stroke (LS) and intracerebral hemorrhage (ICH) are 2 diverse manifestations of small vessel disease. What predisposes some patients to ischemic stroke and others to hemorrhage is not well understood. METHODS: We performed a nested case-control study within the FHS (Framingham Heart Study) comparing people with incident ICH and lacunar ischemic stroke, to age- and sex-matched controls for baseline prevalence and levels of cardiovascular risk factors. RESULTS: We identified 118 LS (mean age 74 years, 51% male) and 108 ICH (75 years, 46% male) events. Hypertension, diabetes mellitus, smoking, and obesity were strongly associated with LS. Hypertension, but not diabetes mellitus, smoking, or cholesterol levels increased the odds of ICH. Contrary to LS, ICH cases had lower body mass index (BMI) than their controls (26 versus 27); BMI <20 was associated with 4-fold higher odds for ICH. In direct comparison, LS cases had higher BMI (28 versus 26) and obesity prevalence (odds ratio, 3.1); BMI <20 was associated with significantly lower odds of LS (odds ratio, 0.1). CONCLUSIONS: LS and ICH share hypertension, but not diabetes mellitus, as a common risk factor. ICH cases had lower BMI compared with not only LS but their controls as well; this finding is unexplained and merits further exploration.


Subject(s)
Cerebral Hemorrhage/diagnosis , Cerebral Hemorrhage/epidemiology , Stroke, Lacunar/diagnosis , Stroke, Lacunar/epidemiology , Aged , Aged, 80 and over , Case-Control Studies , Cohort Studies , Female , Humans , Hypertension/diagnosis , Hypertension/epidemiology , Male , Massachusetts/epidemiology , Middle Aged , Risk Factors
14.
Stroke ; 46(10): 2881-5, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26337973

ABSTRACT

BACKGROUND AND PURPOSE: Leptin is a major adipokine that regulates weight balance and energy homeostasis. There is inconsistent evidence linking circulating leptin levels to risk of stroke. We tested the hypothesis that leptin levels are associated with risk of incident stroke in an elderly community based sample. METHODS: Serum leptin levels were assayed in 757 stroke free individuals (mean age, 79 years; 62% women) from the Framingham Original Cohort at the 22nd examination cycle (1990-1994). Incidence of all -stroke and ischemic stroke were prospectively ascertained. RESULTS: During a mean follow up of 10 years, 119 individuals developed stroke (99 ischemic strokes). In multivariable Cox regression models, log leptin levels were not associated with incidence of all -stroke or ischemic stroke (hazard ratios per SD increment in log leptin 0.90 [0.73-1.09] and 0.89 [0.72-1.11], respectively). The results were suggestive for potential effect modification by waist/hip ratio for the association between leptin and stroke (P=0.03). Adjusting for age, sex, and established stroke risk factors, analysis stratified by waist/hip ratio quartiles revealed a lower incidence of first-ever all-stroke and ischemic stroke associated with higher leptin levels among only subjects in the top waist/hip ratio quartile (hazard ratio, 0.64 [0.43, 0.95] versus 0.98 [0.77, 1.25] for incident all-stroke and 0.61 [0.39, 0.95] versus 0.96 [0.74, 1.26] for ischemic stroke). CONCLUSIONS: Leptin levels were not directly related to the risk of incident stroke overall but there was an inverse association with stroke in the top waist/hip ratio quartile. Further investigations are required to confirm these findings and explore possible mechanisms for the observed association.


Subject(s)
Brain Ischemia/blood , Leptin/blood , Stroke/blood , Aged , Aged, 80 and over , Biomarkers/blood , Brain Ischemia/complications , Brain Ischemia/epidemiology , Cohort Studies , Female , Humans , Incidence , Longitudinal Studies , Male , Proportional Hazards Models , Prospective Studies , Radioimmunoassay , Risk Factors , Stroke/epidemiology , Stroke/etiology , Waist-Hip Ratio
15.
Alzheimers Dement ; 11(12): 1480-1488, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26079413

ABSTRACT

INTRODUCTION: The Boston criteria are the basis for a noninvasive diagnosis of cerebral amyloid angiopathy (CAA) in the setting of lobar intracerebral hemorrhage (ICH). We assessed the accuracy of these criteria in individuals with lobar microbleeds (MBs) without ICH. METHODS: We identified individuals aged >55 years having brain magnetic resonance imaging (MRI) and pathological assessment of CAA in a single academic hospital and a community-based population (Framingham Heart Study [FHS]). We determined the positive predictive value (PPV) of the Boston criteria for CAA in both cohorts, using lobar MBs as the only hemorrhagic lesion to fulfill the criteria. RESULTS: We included 102 individuals: 55 from the hospital-based cohort and 47 from FHS (mean age at MRI 74.7 ± 8.5 and 83.4 ± 10.9 years; CAA prevalence 60% and 46.8%; cases with any lobar MB 49% and 21.3%; and cases with ≥2 strictly lobar MBs 29.1% and 8.5%, respectively). PPV of "probable CAA" (≥2 strictly lobar MBs) was 87.5% (95% confidence interval [CI], 60.4-97.8) and 25% (95% CI, 13.2-78) in hospital and general populations, respectively. DISCUSSION: Strictly lobar MBs strongly predict CAA in non-ICH individuals when found in a hospital context. However, their diagnostic accuracy in the general population appears limited.


Subject(s)
Brain/pathology , Cerebral Amyloid Angiopathy/diagnosis , Cerebral Hemorrhage/pathology , Aged , Aged, 80 and over , Cerebral Amyloid Angiopathy/complications , Cerebral Amyloid Angiopathy/pathology , Cerebral Hemorrhage/etiology , Female , Humans , Magnetic Resonance Imaging , Male , Predictive Value of Tests
16.
Stroke ; 45(5): 1492-4, 2014 May.
Article in English | MEDLINE | ID: mdl-24713533

ABSTRACT

BACKGROUND AND PURPOSE: Cerebral microbleeds (CMBs) are associated with increased risk of stroke and poor cognition. Vascular risk factors and medications used for stroke prevention may increase the risk of CMB. We examined the prevalence of CMB and the association of these risk factors with CMB, postulating that risk factors for cerebral amyloid angiopathy would be associated with lobar CMB and markers of hypertensive vasculopathy with deep CMB. METHODS: We include 1965 Framingham Original and Offspring participants (age, 66.5±11.0 years; 54% women) and evaluated the age- and sex-specific prevalence of CMB. We related various vascular and genetic (apolipoprotein E [APOE]) risk factors and medication use to the presence of CMB overall and stratified by brain location (deep, lobar, or mixed). RESULTS: CMBs were observed in 8.8% of participants, being mostly lobar (63%). CMB prevalence increased with age (P<0.0001) and was higher in men (P<0.001). Hypertension increased risk of any CMB, and in deep and mixed locations (P<0.05), and low total cholesterol and APOE ε4 increased risk of lobar CMB (P<0.05). Statin use increased risk of lobar and mixed location CMB (P<0.05). The latter association was not affected by adjustment for cholesterol levels or concomitant medication use. CONCLUSIONS: We observed the expected association of hypertension with deep CMB and low cholesterol and APOE ε4 with lobar CMB. In addition, statin use was independently associated with CMB risk. This potential adverse effect of statin use needs to be examined in other cohorts.


Subject(s)
Apolipoprotein E4 , Cerebral Hemorrhage/epidemiology , Hydroxymethylglutaryl-CoA Reductase Inhibitors/adverse effects , Hypertension/epidemiology , Stroke/prevention & control , Age Factors , Aged , Aged, 80 and over , Apolipoprotein E4/blood , Cerebral Hemorrhage/etiology , Cerebral Hemorrhage/pathology , Female , Humans , Lipoproteins/blood , Magnetic Resonance Imaging , Male , Middle Aged , Prevalence , Risk Factors , Sex Factors
17.
Cereb Circ Cogn Behav ; 6: 100207, 2024.
Article in English | MEDLINE | ID: mdl-38312310

ABSTRACT

Introduction: Cerebral microbleeds (CMBs) are deposits of hemosiderin-laden macrophages that can be visualized on T2-weighted MRI sequences as small, ovoid areas of signal void. These markers represent hemorrhagic cerebral small vessel disease and are usually subclinical and asymptomatic. In these cases, we present two patients who presented with symptomatic, acute CMBs. Case description: Case 1 involves a 70-year-old male with history of diabetes, hypertension, hyperlipidemia, and obstructive sleep apnea. Five days prior to presentation, this patient reported a transient period of left upper extremity weakness. CT was performed and demonstrated a lesion on CT imaging consistent with an acute CMB in the R centrum semiovale.Case 2 describes an 82-year-old female with history of hypertension, remote large ischemic stroke, and post-stroke epilepsy. Patient described an episode of prolonged left sided shaking consistent with prior seizures despite her consistently taking anti-epileptic drugs. On CT, a small hyperdensity was seen in the R thalamus/internal capsule region consistent with acute CMB. Discussion: These two examples demonstrate acute CMBs causing patients to demonstrate symptoms mirroring those of a TIA and experience breakthrough seizures. A TIA would normally be an indication for antiplatelet therapy. Though prior reasoning warns against anticoagulation in patients with CMBs, recent works including the SPS3 (Shoamanesh et al., 2017) and WAKE-UP (Schlemm et al., 2022) trials both showed that the presence of CMB did not significantly affect outcomes after initiating antiplatelet therapy. One should adopt a more personalized approach when deciding the therapeutic intervention of choice in patients with prior CMB.

18.
Int J Stroke ; 18(7): 804-811, 2023 08.
Article in English | MEDLINE | ID: mdl-36705426

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-ß 42 (CSF-Aß42), we leveraged genetic predisposition for lower CSF-Aß42 levels as a proxy phenotype for CAA to identify new genes associated with lobar ICH. METHODS: We used publicly available GWAS data for CSF-Aß42 levels (n = 3146) and for lobar ICH (n = 2094). First, we evaluated the association between lobar ICH risk and CSF-Aß42 in lobar ICH patients using a polygenic risk score (PRS) for CSF-Aß42. Next, we conducted multi-trait analysis of GWAS (MTAG) for pleiotropy analysis of lobar ICH and CSF-Aß42. MTAG results were further tested using Expression Quantitative Trait Locus and Differential Gene Expression Analyses. RESULTS: CSF-Aß42 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-Aß42 ß = -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.


Subject(s)
Cerebral Amyloid Angiopathy , Stroke , Humans , Amyloid beta-Peptides/genetics , Genome-Wide Association Study , Stroke/complications , Cerebral Hemorrhage/complications , Brain/pathology , Cerebral Amyloid Angiopathy/complications , Magnetic Resonance Imaging
19.
Neuroimage Rep ; 3(1)2023 Mar.
Article in English | MEDLINE | ID: mdl-37035520

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.

20.
J Alzheimers Dis ; 96(1): 103-112, 2023.
Article in English | MEDLINE | ID: mdl-37742645

ABSTRACT

BACKGROUND: Magnetic resonance imaging (MRI) visible perivascular spaces (PVS) are associated with the risk of incident dementia but their association with the early stages of cognitive impairment remains equivocal. OBJECTIVE: We examined the association between MRI visible PVS and the risk of incident mild cognitive impairment (MCI) in the community-based Framingham Heart Study (FHS). METHODS: FHS participants aged at least 50 years free of stroke, cognitive impairment, and dementia at the time of MRI were included. PVS were rated according to severity in the basal ganglia and centrum semiovale (CSO) using established criteria. Cox regression analyses were used to relate PVS to incident MCI adjusted for demographic and cardiovascular variables. RESULTS: The mean age of the sample (1,314 participants) at MRI was 68 years (SD, 9; 54% women). There were 263 cases of incident MCI over a median 7.4 years follow-up (max, 19.8 years). MCI risk increased with higher PVS severity in the CSO. Relative to persons with the lowest severity rating, persons with the highest severity rating in the CSO had a higher risk of incident MCI (hazard ratio [HR] = 2.55; 95% confidence interval [CI], 1.48-4.37; p = 0.0007). In secondary analysis, this association seemed stronger in women. Risk of incident MCI was nominally higher for participants with the highest severity grade of PVS in the basal ganglia, though not statistically significant relative to the lowest grade (HR = 2.19; 95% CI, 0.78-6.14; p = 0.14). CONCLUSIONS: PVS burden in the CSO may be a risk marker for early cognitive impairment.


Subject(s)
Cognitive Dysfunction , Dementia , Stroke , Humans , Female , Aged , Male , Basal Ganglia , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/epidemiology , Magnetic Resonance Imaging
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