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Theoretical and Pragmatic Adaptation of the 5As Model to Patient-Centered Hypertension Counselling
Carroll, Jennifer K; Fiscella, Kevin; Cassells, Andrea; Sanders, Mechelle R; Williams, Stephen K; D'Orazio, Brianna; Holder, Tameir; Farah, Subrina; Khalida, Chamanara; Tobin, Jonathan N
Patient-centered communication is a means for engaging patients in partnership. However, patient centered communication has not always been grounded in theory or in clinicians' pragmatic needs. The objective of this report is to present a practical approach to hypertension counselling that uses the 5As framework and is grounded in theory and best communication practices.
PMID: 30122677
ISSN: 1548-6869
CID: 3659012
Sleep Duration and Physical Activity Profiles Associated With Self-Reported Stroke in the United States: Application of Bayesian Belief Network Modeling Techniques
Seixas, Azizi A; Henclewood, Dwayne A; Williams, Stephen K; Jagannathan, Ram; Ramos, Alberto; Zizi, Ferdinand; Jean-Louis, Girardin
Introduction: Physical activity (PA) and sleep are associated with cerebrovascular disease and events like stroke. Though the interrelationships between PA, sleep, and other stroke risk factors have been studied, we are unclear about the associations of different types, frequency and duration of PA, sleep behavioral patterns (short, average and long sleep durations), within the context of stroke-related clinical, behavioral, and socio-demographic risk factors. The current study utilized Bayesian Belief Network analysis (BBN), a type of machine learning analysis, to develop profiles of physical activity (duration, intensity, and frequency) and sleep duration associated with or no history of stroke, given the influence of multiple stroke predictors and correlates. Such a model allowed us to develop a predictive classification model of stroke which can be used in post-stroke risk stratification and developing targeted stroke rehabilitation care based on an individual's profile. Method: Analysis was based on the 2004-2013 National Health Interview Survey (n = 288,888). Bayesian BBN was used to model the omnidirectional relationships of sleep duration and physical activity to history of stroke. Demographic, behavioral, health/medical, and psychosocial factors were considered as well as sleep duration [defined as short < 7 h. and long ≥ 9 h, referenced to healthy sleep (7-8 h)], and intensity (moderate and vigorous) and frequency (times/week) of physical activity. Results: Of the sample, 48.1% were ≤ 45 years; 55.7% female; 77.4% were White; 15.9%, Black/African American; and 45.3% reported an annual income < $35 K. Overall, the model had a precision index of 95.84%. We found that adults who reported 31-60 min of vigorous physical activity six times for the week and average sleep duration (7-8 h) had the lowest stroke prevalence. Of the 36 sleep (short, average, and long sleep) and physical activity profiles we tested, 30 profiles had a self-reported stroke prevalence lower than the US national average of approximately 3.07%. Women, compared to men with the same sleep and physical activity profile, appeared to have higher self-reported stroke prevalence. We also report age differences across three groups 18-45, 46-65, and 66+. Conclusion: Our findings indicate that several profiles of sleep duration and physical activity are associated with low prevalence of self-reported stroke and that there may be sex differences. Overall, our findings indicate that more than 10 min of moderate or vigorous physical activity, about 5-6 times per week and 7-8 h of sleep is associated with lower self-reported stroke prevalence. Results from the current study could lead to more tailored and personalized behavioral secondary stroke prevention strategies.
PMCID:6060565
PMID: 30072944
ISSN: 1664-2295
CID: 3216812
Blood pressure control and mortality in US- and foreign-born blacks in New York City
Gyamfi, Joyce; Butler, Mark; Williams, Stephen K; Agyemang, Charles; Gyamfi, Lloyd; Seixas, Azizi; Zinsou, Grace Melinda; Bangalore, Sripal; Shah, Nirav R; Ogedegbe, Gbenga
This retrospective cohort study compared blood pressure (BP) control (BP <140/90 mm Hg) and all-cause mortality between US- and foreign-born blacks. We used data from a clinical data warehouse of 41 868 patients with hypertension who received care in a New York City public healthcare system between 2004 and 2009, defining BP control as the last recorded BP measurement and mean BP control. Poisson regression demonstrated that Caribbean-born blacks had lower BP control for the last BP measurement compared with US- and West African-born blacks, respectively (49% vs 54% and 57%; P<.001). This pattern was similar for mean BP control. Caribbean- and West African-born blacks showed reduced hazard ratios of mortality (0.46 [95% CI, 0.42-0.50] and 0.28 [95% CI, 0.18-0.41], respectively) compared with US-born blacks, even after adjustment for BP. BP control rates and mortality were heterogeneous in this sample. Caribbean-born blacks showed worse control than US-born blacks. However, US-born blacks experienced increased hazard of mortality. This suggests the need to account for the variations within blacks in hypertension management.
PMID: 28681519
ISSN: 1751-7176
CID: 2617362
FACTORS ASSOCIATED WITH DIETARY DECISION MAKING IN PATIENTS WITH TYPE 2 DIABETES AND CHRONIC KIDNEY DISEASE IN A BEHAVIORAL TRIAL [Meeting Abstract]
Hu, Lu; Li, Huilin; Woolf, Kathleen; St-Jules, David; Jagannathan, Ram; Goldfarb, David S; Katz, Stuart; Mattoo, Aditya; Williams, Stephen; Ganguzza, Lisa; Pompeii, Mary Lou; Sierra, Alex; Li, Zhi; Sevick, Mary Ann
ISI:000398947203197
ISSN: 1532-4796
CID: 2559932
Hypertension Treatment in Blacks: Discussion of the U.S. Clinical Practice Guidelines
Williams, Stephen K; Ravenell, Joseph; Seyedali, Sara; Nayef, Sam; Ogedegbe, Gbenga
Blacks are especially susceptible to hypertension( HTN) and its associated organ damage leading to adverse cardiovascular, cerebrovascular and renal outcomes. Accordingly, HTN is particularly significant in contributing to the black-white racial differences in health outcomes in the US. As such, in order to address these health disparities, practical clinical practice guidelines (CPGs) on how to treat HTN, specifically in blacks, are needed. This review article is a timely addition to the literature because the most recent U.S. CPG more explicitly emphasizes race into the algorithmic management of HTN. However, recent clinical research cautions that use of race as a proxy to determine therapeutic response to pharmaceutical agents may be erroneous. This review will address the implications of the use of race in the hypertension CPGs. We will review the rationale behind the introduction of race into the U.S. CPG and the level of evidence that was available to justify this introduction. Finally, we will conclude with practical considerations in the treatment of HTN in blacks.
PMCID:5467735
PMID: 27693861
ISSN: 1873-1740
CID: 2273902
Racial/ethnic differences in post-stroke blood pressure trajectory and mortality risk [Meeting Abstract]
Seixas, A; Spruill, T; Williams, S K; Butler, M; Gyamfi, J; Ogedegbe, G
Background: The racial/ethnic differences in post-stroke blood pressure (BP) trajectory and mortality risk are not fully understood. The current paper investigated differences in average systolic BP (SBP) during the 6 months following stroke and effects of average post-stroke BP on mortality risk among Blacks and Hispanics. Hypothesis: Greater post-stroke BP levels will increase risk of mortality Methods:We examined BP measurements in 6,016 stroke survivors within the New York City Health and Hospitals Corporation (NYC HHC) during the 6 months following stroke. Based on the average of all SBP measurements in this period, patients were classified into three groups: (1) SBP =140 mm Hg and =150 mm Hg. We used inverse probability weighting (IPW) to control for group differences in demographic factors, comorbidity, and anti-hypertensive medication use. We examined whether 6 month SBP average was related to mortality following stroke, using Cox regression analysis. The mean duration of follow up after stroke was 2.6+/-1.5 years. Results: The mean age was 57.9+/-13.0 years, 57.4% of patients were female, 49.1% were Black and 37.3% were Hispanic. Blacks were more likely than Hispanics to have an average post-stroke SBP >=150mm Hg (27% versus 17%). Group 1 (SBP <140) and Group 3 (SBP>=150) had higher risks of mortality (Group 1 HR=1.26, 95%CI=1.13-1.41; Group 3 HR=1.29, 95%CI=1.13-1.48) when compared to Group 2 (SBP 140-150). When controlling for ethnicity, these differences are no longer significant. In stratified analyses, the increased hazard in Group 1 was maintained in the sub-sample of Blacks (HR=1.47, 95%CI=1.25-1.72) but not in Hispanics (HR=0.95, 95%CI=0.79-1.15). The difference between Group 2 and Group 3 was not significant in either Black or Hispanic sub-samples. Conclusion: Our findings demonstrate that having a post-stroke SBP below 140 mm Hg or above 150 mm Hg significantly increased individuals' mortality risk, adjusting for demographic factors, comorbidity, number of BP readings, and location of healthcare. Post-stroke BP trajectory differed between Blacks and Hispanics, and had different effects on mortality. These findings have important implications for post-stroke hypertension care
EMBASE:617812300
ISSN: 1878-7436
CID: 2682642
Uncontrolled blood pressure and risk of sleep apnea among blacks: findings from the metabolic syndrome outcome (MetSO) study
Seixas, A; Ravenell, J; Williams, N J; Williams, S K; Zizi, F; Ogedegbe, G; Jean-Louis, G
Uncontrolled blood pressure (BP) is linked to increased risk of obstructive sleep apnea (OSA). However, few studies have assessed the impact of this relationship among blacks with metabolic syndrome (MetS). Data for this study were collected from 1035 blacks (mean age=62+/-13 years) enrolled in the Metabolic Syndrome Outcome study. Patients with a score 6 on the Apnea Risk Evaluation System were considered at risk for OSA. Of the sample, 77.1% were low-to-high OSA risk and 92.3% were hypertensive, of which 16.8% had uncontrolled BP levels. Analysis also showed that 60.4% were diabetic, 8.9% had a stroke history, 74.3% had dyslipidemia, 69.8% were obese and 30.9% had a history of heart disease. Logistic regression analyses were employed to investigate associations between uncontrolled BP and OSA risk, while adjusting for known covariates. Findings showed that uncontrolled BP independently increased the odds of OSA risk twofold (odds ratio=2.02, 95% confidence interval=1.18-3.48, P<0.05). In conclusion, our findings show that uncontrolled BP was associated with a twofold greater risk of OSA among blacks, suggesting that those with MetS and who have uncontrolled BP should be screened for the presence of OSA.Journal of Human Hypertension advance online publication, 6 August 2015; doi:10.1038/jhh.2015.78.
PMCID:4744577
PMID: 26246311
ISSN: 1476-5527
CID: 1709212
Resistant Hypertension and Sleep Duration among Blacks with Metabolic Syndrome MetSO
Rogers, April; Necola, Olivia; Sexias, Azizi; Luka, Alla; Newsome, Valerie; Williams, Stephen; McFarlane, Samy I; Jean-Louis, Girardin
INTRODUCTION: Resistant hypertension (RHTN) is an important condition affecting 29% of the hypertensive population in the U.S., especially among blacks. Sleep disturbances, like obstructive sleep apnea, insomnia, and short sleep duration, are increasingly recognized as underlying modifiable factors for RHTN. We evaluated associations of RHTN with short sleep duration among blacks with metabolic syndrome. METHODS: Data from the Metabolic Syndrome Outcome Study (MetSO), a NIH-funded cohort study characterizing metabolic syndrome (MetS) among blacks were analyzed. MetS was defined according to criteria from the Adult Treatment Panel (ATP III). RHTN was defined according to guidelines from the American Heart Association. Short sleep was defined as self-reported sleep duration <7 hrs experienced during a 24-hour period. RESULTS: Analysis was based on 1,035 patients (mean age: 62+/-14years; female: 69.2%). Of the sample, 90.4% were overweight /obese; 61.4% had diabetes; 74.8% had dyslipidemia; 30.2% had a history of heart disease; and 48% were at high risk for obstructive sleep apnea. Overall, 92.6% reported physician-diagnosed hypertension (HTN) and 20.8% met criteria for RHTN. Analyses showed those with RHTN were more likely to be short sleepers (26.8% vs. 14.9%, p< 0.001). Based on logistic regression analysis, adjusting for effects of age, sex, and medical comorbidities, patients with metabolic syndrome and RHTN had increased odds of being short sleepers (OR = 1.95, 95% CI: 1.28-2.97, p = 0.002). CONCLUSION: Among blacks with metabolic syndrome, patients meeting criteria for resistant hypertension showed a twofold greater likelihood of being short sleepers, prompting the need for sleep screening in this vulnerable population.
PMCID:5214926
PMID: 28066790
ISSN: 2325-6939
CID: 2400612
Resistant hypertension and sleep duration: Analysis of the metabolic syndrome outcome study (MetSO) [Meeting Abstract]
Rogers, A; Williams, S; Penesetti, S; Akinseye, O; Donat, M; Vincent, M; Jean-Louis, G; Ogedegbe, O
Purpose: Resistant hypertension (RHTN) is an important condition affecting 3-29% of the US population, albeit more common among blacks. We evaluated associations of RHTN with short sleep among blacks. Method: Data came from the Metabolic Syndrome Outcome Study (MetSO), an NIH-funded cohort study characterizing metabolic syndrome (MetS) among blacks. Analysis was based on 883 patients (mean age: 62+/-14years; female: 69.2%). MetS was defined according to criteria from the Adult Treatment Panel (ATP III). RHTN was defined as failure to achieve blood pressure goal (BP) of <140/90 mm/Hg or <130/80 mm/Hg among patients with diabetes or kidney disease when on maximal doses of a three-drug regimen. This also includes patients requiring more medications to achieve BP goal. Short sleep, derived from subjective reports, was defined as <7hours nightly referenced to healthy sleep (7-8hours). OSA risk was assessed using the Apnea Risk Evaluation System (ARESTM); patients with a score >6 were considered at high OSA risk, based on validated studies. Results: Most (90.4%) were overweight/obese; 61.4% had diabetes; 74.8%, dyslipidemia; 30.2%, heart disease; and 48% were at OSA risk. Overall, 92.6% had HTN, and 20.8% met criteria for RHTN. Analyses showed no significant difference in HTN prevalence comparing short (93.1%), and healthy sleepers (91.4%) but those with RHTN were more likely to be short sleepers (26.8% vs. 14.9%, p<0.001). Based on logistic regression analysis, adjusting for effects of age, sex and medical comorbidities, patients with RHTN had increased odds of being short sleepers (OR=1.90, 95% CI: 1.27-2.90, p=0.002). Of interest, odds of being short sleepers among those at OSA risk were similar (OR=1.92, 95% CI: 1.38-2.68, p<0.001). Conclusion: Among blacks with metabolic syndrome, patients meeting criteria for RHTN showed a twofold greater likelihood of being short sleepers. Adjusted odds of short sleep were remarkably similar to those observed for patients at OSA risk
EMBASE:72244122
ISSN: 1933-1711
CID: 2095342
Increased risk of stroke among hypertensive patients with abnormally short sleep duration: Analysis of the national health interview survey [Meeting Abstract]
Akinseye, O; Ojike, N; Williams, S K; Seixas, A; Zizi, F; Jean-Louis, G; Ogedegbe, O
Background: Short sleep, resulting from sleep disorders or lifestyle choices, is increasingly recognized as an important factor in stroke prevention and management. Recent evidence also suggests that long sleep may also be associated with medical and comorbidities. In a cohort of patients with hypertension, we sought to evaluate whether sleep duration (short or long) is associated with increased stroke risk. Methods: Data from the National Health Interview Survey (2004-2013) were used. NHIS is an on-going nationally representative cross-sectional study of non-institutionalized US adults (> 18 years). Respondents provided sociodemographic and physician-diagnosed chronic conditions. Only those answering "yes" to the question "Have you EVER been told by a doctor or other health professional that you had hypertension, also called high blood pressure?" were included in the analysis. Sleep duration was categorized as very short (<5 hours), short (5-6 hours), healthy (7-8 hours), or long (>8 hours). Self-reported diagnosis of stroke was the main outcome of interest. Result: A total number of 203,794 self-reported hypertensive patients (mean age [+/-SEM] = 59.5 +/- 0.1 years and mean BMI = 29.7 +/- 0.1 kg/m2; 50.2% were female; 15.4%, Black; and 78.6%, White) were studied. Stroke prevalence was 11.2% among very short sleepers, 5.7% among short sleepers, 13.6% among long sleepers and 5.4% among healthy sleepers (p<0.05). Adjusted logistic regressions showed that hypertensive patients reporting very short sleep or long sleep had an increased odds of stroke, relative to healthy sleepers (OR = 1.83; 95% CI = 1.56-2.14), and (OR = 1.74; 95% CI =1.68 - 1.80), respectively. Analysis adjusted for demographic variables, medical comorbidities, smoking history, alcohol intake, and physical activity levels. Conclusion: Hypertensive patients with either very short sleep or long sleep duration had an almost twofold greater likelihood of having a stroke. Healthcare providers caring for hypertensive patients should incorporate a sleep history in their routine examination in order to optimize efforts to prevent or manage stroke
EMBASE:72243943
ISSN: 1933-1711
CID: 2095392