Abstract 183: Depressive Symptoms and Incident Stroke in Black and White Participants in the REGARDS Study

Stroke ◽  
2012 ◽  
Vol 43 (suppl_1) ◽  
Author(s):  
Audrey L Austin ◽  
Michael G Crowe ◽  
Martha R Crowther ◽  
Virginia J Howard ◽  
Abraham J Letter ◽  
...  

Background and Purpose: Research suggests that depression may contribute to stroke risk independent of other known risk factors. Most studies examining the impact of depression on stroke have been conducted with predominantly white cohorts, though blacks are known to have higher stroke incidence than whites. The purpose of this study was to examine depressive symptoms as a risk factor for incident stroke in blacks and whites, and determine whether depressive symptomatology was differentially predictive of stroke among blacks and whites. Methods: The REasons for Geographic and Racial Differences in Stroke (REGARDS), is a national, population-based longitudinal study designed to examine risk factors associated with black-white and regional disparities in stroke incidence. Among 30,239 participants (42% black) accrued from 2003-2007, excluding those lacking follow-up or data on depressive symptoms, 27,557 were stroke-free at baseline. As of the January 2011 data closure, over an average follow-up of 4.6 years, 548 incident stroke cases were verified by study physicians based on medical records review. The association between baseline depressive symptoms (assessed via the Center for Epidemiological Studies Depression scale, 4-item version) and incident stroke was analyzed with Cox proportional hazards models adjusted for demographic factors (age, race, and sex), stroke risk factors (hypertension, diabetes, smoking, atrial fibrillation, and history of heart disease), and social factors (education, income, and social network). Results: For the total sample, depressive symptoms were predictive of incident stroke. The association between depressive symptoms and stroke did not differ significantly based on race (Wald X 2 = 2.38, p = .1229). However, race-stratified analyses indicated that the association between depressive symptoms and stroke was stronger among whites and non-significant among blacks. Conclusions: Depressive symptoms were an independent risk factor for incident stroke among a national sample of blacks and whites. These findings suggest that assessment of depressive symptoms may warrant inclusion in stroke risk scales. The potential for a stronger association in whites than blacks requires further study.

Stroke ◽  
2017 ◽  
Vol 48 (suppl_1) ◽  
Author(s):  
George Howard ◽  
Dawn O Kleindorfer ◽  
D. L Long ◽  
Mary Cushman ◽  
Virginia J Howard ◽  
...  

Introduction: One NIH goal is to investigate the US nationwide rural-urban health disparities; however, few studies provide data to help understand the 30% higher rural stroke mortality. It is unknown if the higher stroke mortality is attributable to a higher incidence of stroke, or to a higher case fatality, in rural regions. Further, the role of risk factors or SES status in higher incidence or case-fatality is unknown. Methods: REGARDS participants stroke-free at baseline (n = 25,090) were stratified by Rural-Urban Commuting Area strata: urban, large rural city/town, or small rural town or isolated region. Participants were followed for incident stroke, and case fatality was defined as death within 30-days of a stroke. Difference in incident stroke was assessed using proportional hazards analysis, and case-fatality by logistic regression, each considered after adjustment for demographic factors, further adjustment for risk factors, and further adjustment for SES. Results: Over an average follow-up of 8.2 years, 1,060 incident strokes occurred, of which 160 died within 30 days. Risk of incident stroke increased with rurality (p = 0.016), with a hazard 1.21-times (95% CI: 1.00 - 1.46) higher in large rural cities/towns, and 1.24-times (95% CI: 1.00 - 1.54) higher in small rural towns or isolated regions (see table). Adjustment for risk factors and SES attenuated the estimated risk by 50%, and the association became non-significant. There was no evidence of a higher case-fatality from stroke in rural regions (p > 0.46). Discussion: The higher stroke mortality in rural regions appears to be attributable to higher stroke incidence, and not to higher case-fatality. Higher stroke incidence in rural regions is partially attributable to a worse risk factor profile and lower SES. Efforts to reduce rural disparity in stroke mortality should focus on preventive strategies, especially those relevant to risk factor development and control, and/or mitigating the impact of lower SES.


Stroke ◽  
2014 ◽  
Vol 45 (suppl_1) ◽  
Author(s):  
George Howard ◽  
Mary Cushman ◽  
Maciej Banach ◽  
Brett M Kissela ◽  
David C Goff ◽  
...  

Purpose: The importance of stroke research in the elderly is increasing as America is “graying.” For most risk factors for most diseases (including stroke), the magnitude of association with incident events decreases at older ages. Potential changes in the impact of risk factors could be a “true” effect, or could be due to methodological issues such as age-related changes in residual confounding. Methods: REGARDS followed 27,748 stroke-free participants age 45 and over for an average of 5.3 years, during which 715 incident strokes occurred. The association of the “Framingham” risk factors (hypertension [HTN], diabetes, smoking, AFib, LVH and heart disease) with incident stroke risk was assessed in age strata of 45-64 (Young), 65-74 (Middle), and 75+ (Old). For those with and without an “index” risk factor (e.g., HTN), the average number of “other” risk factors was calculated. Results: With the exception of AFib, there was a monotonic decrease in the magnitude of the impact across the age strata, with HTN, diabetes, smoking and LVH even becoming non-significant in the elderly (Figure 1). However, for most factors, the increasing prevalence of other risk factors with age impacts primarily those with the index risk factor absent (Figure 2, example HTN as the “index” risk factor). Discussion: The impact of stroke risk factors substantially declined at older ages. However, this decrease is partially attributable to increases in the prevalence of other risk factors among those without the index risk factor, as there was little change in the prevalence of other risk factors in those with the index risk factor. Hence, the impact of the index risk factor is attenuated by increased risk in the comparison group. If this phenomenon is active with latent risk factors, estimates from multivariable analysis will also decrease with age. A deeper understanding of age-related changes in the impact of risk factors is needed.


Stroke ◽  
2013 ◽  
Vol 44 (suppl_1) ◽  
Author(s):  
Hope E Buell ◽  
Patricia Metcalf ◽  
Daniel Exeter

This analysis aims to assess the impact of urban and rural risk factors on a model of stroke incidence in a New Zealand workforce population. The New Zealand study consisted of 4,926 subjects prospectively enrolled at 46 worksites. The subjects were aged 40-78 years at baseline and had no prior history of stroke. This prospective study defines stroke events experienced by the study subjects during follow-up between 1988 and 2012 based on hospital admission coding. Proportional hazards regression models were fit using baseline characteristics. The difference in stroke outcomes for urban and rural worksites was also evaluated. Results demonstrate that baseline demographic, physical exam, and behavioural measures impact stroke outcomes. While the baseline distribution of stroke risk factors such as Pacific Island ethnicity, smoking status, and increased blood pressure indicates a potentially higher risk of stroke in the rural population, the proportional hazards model does not identify increased stroke risk for rural workers. Additional analysis of the diet, exercise and Quality of Life measures for these subjects may provide further information into the stroke risk profiles of individuals working in different locales.


Stroke ◽  
2021 ◽  
Vol 52 (Suppl_1) ◽  
Author(s):  
Tracy E Madsen ◽  
Jane C Khoury ◽  
Kathleen S Alwell ◽  
Opeolu M Adeoye ◽  
Felipe De Los Rios La Rosa ◽  
...  

Background: Data from the Greater Cincinnati Northern Kentucky Stroke Study (GCNKSS) have demonstrated stable or increasing stroke incidence rates in young adults with differences by sex and race, suggesting the need for targeted approaches to stroke prevention in the young. We aimed to describe trends over time in prevalence of stroke risk factors among adults ages 20-54 with stroke by sex and race. Methods: Cases of incident stroke (IS, ICH, SAH) occurring in those 20-54 years old and living in a 5-county area of southern Ohio/northern Kentucky were ascertained during 5 study periods (1993-1994, 1999, 2005, 2010, 2015). All physician-adjudicated inpatient events and a sampling of outpatient events were included, excluding nursing home events. Data on risk factors (hypertension, diabetes, obesity (BMI≥30), and high cholesterol) diagnosed prior to stroke were abstracted from medical records, and prevalence of each risk factor was reported over time in race/sex groups. Trends over time were examined using the Cochran-Armitage test. Results: Over the 5 study periods, 1204 incident strokes were included; 49% were women, 33% were black, and mean age was 46 (SD 7) years. Premorbid hypertension increased over time in Black women (48% in 1993/4 to 76% in 2015, p=0.005) but not in any other race/sex group (all p>0.05). Premorbid high cholesterol increased significantly in all race/sex groups (Figure, all p<0.05) except for White men (p=0.06). There were no significant trends over time in pre-stroke diagnoses of diabetes or obesity in any of the race/sex groups (Figure). Conclusions: Among patients aged 20-54 with incident stroke in a large population-based study, the change in the prevalence of hypertension and high cholesterol differed by sex and race, while obesity and diabetes were stable over time in all race/sex groups. Future research is needed to address risk factor control at a population level and to understand the role of undiagnosed pre-stroke risk factors in the young.


Stroke ◽  
2012 ◽  
Vol 43 (suppl_1) ◽  
Author(s):  
Tanya N Turan ◽  
Azhar Nizam ◽  
Michael J Lynn ◽  
Colin P Derdeyn ◽  
David Fiorella ◽  
...  

Purpose: SAMMPRIS is the first stroke prevention trial to include protocol-driven aggressive management of multiple vascular risk factors. We sought to determine the impact of this protocol on early risk factor control in the trial. Materials and Methods: SAMMPRIS randomized 451 patients with symptomatic 70%-99% intracranial stenosis to aggressive medical management or stenting plus aggressive medical management at 50 USA sites. For the primary risk factor targets (SBP < 140 mm/Hg (<130 if diabetic) and LDL < 70 mg/dL), the study neurologists follow medication titration algorithms and risk factor medications are provided to the patients. Secondary risk factors (diabetes, non-HDL, weight, exercise, and smoking cessation) are managed with assistance from the patient’s primary care physician and a lifestyle modification program (provided). Sites receive patient-specific recommendations and feedback to improve performance. Follow-up continues, but the 30-day data are final. We compared baseline to 30-day risk factor measures using paired t-tests for means and McNemar tests for percentages. Results: The differences in risk factor measures between baseline and 30 days are shown in Table 1. Conclusions: The SAMMPRIS protocol resulted in major improvements in controlling most risk factors within 30 days of enrollment, which may have contributed to the lower than expected 30 day stroke rate in the medical group (5.8%). However, the durability of this approach over time will be determined by additional follow-up.


Stroke ◽  
2020 ◽  
Vol 51 (Suppl_1) ◽  
Author(s):  
Agni Orfanoudaki ◽  
Amre M Nouh ◽  
Emma Chesley ◽  
Christian Cadisch ◽  
Barry Stein ◽  
...  

Background: Current stroke risk assessment tools presume the impact of risk factors is linear and cumulative. However, both novel risk factors and their interplay influencing stroke incidence are difficult to reveal using traditional linear models. Objective: To improve upon the Revised-Framingham Stroke Risk Score and design an interactive non-linear Stroke Risk Score (NSRS). Our work aimed at increasing the accuracy of event prediction and uncovering new relationships in an interpretable user-friendly fashion. Methods: A two phase approach was used to develop our stroke risk score predictor. First, clinical examinations of the Framingham offspring cohort were utilized as the training dataset for the predictive model consisting of 14,196 samples where each clinical examination was considered an independent observation. Optimal Classification Trees (OCT) were used to train a model to predict 10-year stroke risk. Second, this model was validated with 17,527 observations from the Boston Medical Center. The NSRS was developed into an online user friendly application in the form of a questionnaire (http://www.mit.edu/~agniorf/files/questionnaire_Cohort2.html). Results: The algorithm suggests a key dichotomy between patients with or without history of cardiovascular disease. While the model agrees with known findings, it also identified 23 unique stroke risk profiles and introduced new non-linear relationships; such as the role of T-wave abnormality on electrocardiography and hematocrit levels in a patient’s risk profile. Our results in both the training and validation populations suggested that the non-linear approach significantly improves upon the existing revised Framingham stroke risk calculator in the c-statistic (training 87.43% (CI 0.85-0.90) vs. 73.74% (CI 0.70-0.76); validation 75.29% (CI 0.74-0.76) vs 65.93% (CI 0.64-0.67), even in multi-ethnicity populations. Conclusions: We constructed a highly predictive, interpretable and user-friendly stroke risk calculator using novel machine-learning uncovering new risk factors, interactions and unique profiles. The clinical implications include prioritization of risk factor modification and personalized care improving targeted intervention for stroke prevention.


Circulation ◽  
2020 ◽  
Vol 141 (Suppl_1) ◽  
Author(s):  
Neil Zakai ◽  
Jessica Minnier ◽  
Monika M Safford ◽  
Lisandro Colantonio ◽  
Marguerite M Irvin ◽  
...  

Introduction: Whether plasma lipid levels are associated with stroke risk remains controversial, with even less data for American blacks versus whites. Hypothesis: We hypothesized that abnormal lipid levels are not associated with stroke incidence in either blacks or whites. Methods: The REasons for Geographic And Racial Differences in Stroke (REGARDS) study recruited 30,283 black and white individuals aged 45+ from the contiguous U.S. between 2003 to 2007, participants with a history of stroke at baseline were excluded. Participants were followed until 2018 for stroke events following the WHO definition and confirmed by review of medical records. The association of lipid measures with stroke were assessed using Cox regression models adjusted for traditional CVD risk factors and an age-x-race interaction term. Results: With 27,714 participants (mean age 64.85± 9.43, 59.5% white and 55.4% female), over a median of 11 years of follow up, 1,415 stroke events occurred, of which 599 among blacks. After adjusting for traditional stroke risk factors, there were modest associations between higher total cholesterol and higher LDL, but not higher triglycerides, with stroke risk. There was no evidence of a race interaction. Overall, HDL levels were not associated with stroke risk. However, when stratified by race, whites had a reduced risk of stroke with higher HDL-C, whereas no association was seen among blacks (p-interaction 0.09). Conclusion: In REGARDs, there was a modest association of cholesterol measures with stroke risk. The association for HDL with stroke may be influenced by race, with a less strong association among blacks than among whites.


2019 ◽  
Vol 40 (Supplement_1) ◽  
Author(s):  
M Giustozzi ◽  
S Barco ◽  
L Valerio ◽  
F A Klok ◽  
M C Vedovati ◽  
...  

Abstract Introduction The interaction between sex and specific provoking risk factors for venous thromboembolism (VTE) may influence initial presentation and prognosis. Purpose We investigated the impact of sex on the risk of recurrence across subgroups of patients with first VTE classified according to baseline risk factors. Methods PREFER in VTE was an international, non-interventional registry (2013–2015) including patients with a first episode of acute symptomatic objectively diagnosed VTE. We studied the risk of recurrence in patients classified according to baseline provoking risk factors for VTE consisted of i) major transient (major surgery/trauma, >5 days in bed), ii) minor transient (pregnancy or puerperium, estroprogestinic therapy, prolonged immobilization, current infection or bone fracture/soft tissue trauma); iii) unprovoked events, iv) active cancer-associated VTE. Results A total of 3,455 patients diagnosed with first acute VTE were identified, of whom 1,623 (47%) were women. The percentage of patients with a major transient risk factor was 22.2% among women and 19.7% among men. Minor transient risk factors were present in 21.3% and 12.4%, unprovoked VTE in 51.6% and 61.6%, cancer-associated VTE in 4.9% of women and 6.3% of men, respectively. The proportions of cases treated with Vitamin-K antagonists (VKAs) and direct oral anticoagulants (DOACs) were similar between sexes. Median length of treatment of VKAs was 181.5 and 182.0 days and of DOACs was 113.0 and 155.0 days in women and men, respectively. At 12-months of follow-up, VTE recurrence was reported in 74 (4.8%) women and 80 (4.5%) men. Table 1 shows the sex-specific proportion of recurrences by VTE risk factor categories. Table 1 Major Transient (n=722) Minor transient (n=573) Cancer-associated (n=195) Unprovoked (1965) Women (361) Men (361) OR (95% CI) Women (346) Men (227) OR (95% CI) Women (79) Men (116) OR (95% CI) Women (837) Men (1128) OR (95% CI) One-year follow-up, n (N%)   Recurrent VTE, 21 (6.2) 10 (2.9) 0.46 (0.2; 0.9) 9 (2.7) 12 (5.4) 2.09 (0.9; 5.0) 6 (8.0) 5 (4.5) 0.54 (0.2; 1.9) 38 (4.7) 53 (4.7) 1.03 (0.7; 1.6)   Major bleeding, 6 (1.8) 5 (1.5) 0.83 (0.3; 2.7) 5 (1.5) 1 (0.5) 0.30 (0.1; 2.6) 1 (1.3) 3 (2.7) 2.07 (0.2; 20) 10 (1.2) 15 (1.4) 1.11 (0.6; 2.4)   All-cause death, 37 (10.2) 31 (8.5) 0.82 (0.5; 1.4) 10 (2.9) 14 (6.2) 2.21 (0.9; 5.1) 26 (32.9) 49 (42.2) 1.49 (0.8; 2.7) 33 (3.9) 30 (2.7) 0.66 (0.4; 1.1) Conclusions The proportion of patients with recurrent VTE events after first acute symptomatic VTE provoked by transient risk factors was not negligible during the first year of follow-up during in both women and men. These results may have implications on the decision whether to consider extended anticoagulant therapy in selected patients with provoked events. Acknowledgement/Funding This study was funded by Daiichi Sankyo.


Cephalalgia ◽  
2015 ◽  
Vol 35 (14) ◽  
pp. 1252-1260 ◽  
Author(s):  
Amy A Gelfand ◽  
Heather J Fullerton ◽  
Alice Jacobson ◽  
Stephen Sidney ◽  
Peter J Goadsby ◽  
...  

Importance Our understanding of risk factors for childhood stroke is incomplete. In adults, migraine with aura is associated with a two-fold increase in ischemic stroke risk. Objective In this cohort study we examine the association between migraine and stroke among children in Kaiser Permanente Northern California (KPNC). Design, setting, and participants Children ages 2–17 years who were members of KPNC for ≥6 months between 1997 and 2007 were included. Migraine cohort members had one or more of: an ICD-9 code for migraine, migraine listed as a significant health problem, or a prescription for a migraine-specific medication. The comparison group was children with no evidence of headache. Main outcome measures Main outcome measures included stroke incidence rates and incidence rate ratios (IR). Results Among the 1,566,952 children within KPNC during the study period, 88,164 had migraine, and 1,323,142 had no evidence of headache. Eight migraineurs had a stroke (three (38%) hemorrhagic; five (63%) ischemic). Eighty strokes occurred in children without headache (53 (66%) hemorrhagic; 27 (34%) ischemic). The ischemic stroke incidence rate was 0.9/100,000 person-years in migraineurs vs. 0.4/100,000 person-years in those without headache; IR 2.0 (95% CI 0.8–5.2). A post-hoc analysis of adolescents (12–17 years) showed an increased risk of ischemic stroke among those with migraine; IR 3.4 (95% CI 1.2–9.5). The hemorrhagic stroke incidence rate was 0.5/100,000 person-years in migraineurs and 0.9/100,000 person-years in those without headache; IR 0.6 (95% CI 0.2–2.0). Conclusions There was no statistically significant increase in hemorrhagic or ischemic stroke risk in pediatric migraineurs in this cohort study. A post-hoc analysis found that ischemic stroke risk was significantly elevated in adolescents with migraine. Future studies should focus on identifying risk factors for ischemic stroke among adolescent migraineurs. Based on adult data, we recommend that migraine aura status should be studied as a possible risk factor for ischemic stroke among adolescent migraineurs.


2020 ◽  
pp. 10.1212/CPJ.0000000000000983
Author(s):  
Cassandra D. Ford ◽  
Marquita S. Gray ◽  
Martha R. Crowther ◽  
Virginia G. Wadley ◽  
Audrey L. Austin ◽  
...  

AbstractObjective.The purpose of this study was to examine depressive symptoms as a risk factor for incident stroke and determine whether depressive symptomatology was differentially predictive of stroke among blacks and whites.Methods.The study was comprised of 9,529 black and 14,516 white stroke-free participants, aged 45 and older, enrolled in REGARDS (2003-2007). Incident stroke was first occurrence of stroke. Association between baseline depressive symptoms (assessed via the 4-item Center for Epidemiological Studies Depression (CES-D-4) scale: 0, 1-3, or >4) and incident stroke was analyzed with Cox proportional hazards models adjusted for demographics, stroke risk factors, and social factors.Results.There were 1,262 strokes over an average follow-up of 9.21 (SD 4.0) years. Compared to participants with no depressive symptoms, after demographic adjustment, participants with CES-D-4 scores of 1-3 had 39% increased stroke risk (HR = 1.39, 95% CI = 1.23-1.57), with slight attenuation after full adjustment (HR = 1.27, 95% CI = 1.11-1.43). Participants with CES-D-4 scores of > 4 experienced 54% higher risk of stroke after demographic adjustment (HR = 1.54, 95% CI = 1.27-1.85), with risk attenuated in the full model similar to risk with 1-3 symptoms (HR = 1.25, 95% CI = 1.03-1.51). There was no evidence of a differential effect by race (p = 0.53).Conclusions.The association of depressive symptoms with increased stroke risk factor was similar among a national sample of blacks and whites. These findings suggest assessment of depressive symptoms should be considered in primary stroke prevention for both blacks and whites.


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