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2.
J Am Soc Nephrol ; 34(6): 955-968, 2023 06 01.
Article in English | MEDLINE | ID: mdl-36918388

ABSTRACT

SIGNIFICANCE STATEMENT: Changes in albuminuria and GFR slope are individually used as surrogate end points in clinical trials of CKD progression, and studies have demonstrated that each is associated with treatment effects on clinical end points. In this study, the authors sought to develop a conceptual framework that combines both surrogate end points to better predict treatment effects on clinical end points in Phase 2 trials. The results demonstrate that information from the combined treatment effects on albuminuria and GFR slope improves the prediction of treatment effects on the clinical end point for Phase 2 trials with sample sizes between 100 and 200 patients and duration of follow-up ranging from 1 to 2 years. These findings may help inform design of clinical trials for interventions aimed at slowing CKD progression. BACKGROUND: Changes in log urinary albumin-to-creatinine ratio (UACR) and GFR slope are individually used as surrogate end points in clinical trials of CKD progression. Whether combining these surrogate end points might strengthen inferences about clinical benefit is unknown. METHODS: Using Bayesian meta-regressions across 41 randomized trials of CKD progression, we characterized the combined relationship between the treatment effects on the clinical end point (sustained doubling of serum creatinine, GFR <15 ml/min per 1.73 m 2 , or kidney failure) and treatment effects on UACR change and chronic GFR slope after 3 months. We applied the results to the design of Phase 2 trials on the basis of UACR change and chronic GFR slope in combination. RESULTS: Treatment effects on the clinical end point were strongly associated with the combination of treatment effects on UACR change and chronic slope. The posterior median meta-regression coefficients for treatment effects were -0.41 (95% Bayesian Credible Interval, -0.64 to -0.17) per 1 ml/min per 1.73 m 2 per year for the treatment effect on GFR slope and -0.06 (95% Bayesian Credible Interval, -0.90 to 0.77) for the treatment effect on UACR change. The predicted probability of clinical benefit when considering both surrogates was determined primarily by estimated treatment effects on UACR when sample size was small (approximately 60 patients per treatment arm) and follow-up brief (approximately 1 year), with the importance of GFR slope increasing for larger sample sizes and longer follow-up. CONCLUSIONS: In Phase 2 trials of CKD with sample sizes of 100-200 patients per arm and follow-up between 1 and 2 years, combining information from treatment effects on UACR change and GFR slope improved the prediction of treatment effects on clinical end points.


Subject(s)
Renal Insufficiency, Chronic , Renal Insufficiency , Humans , Renal Insufficiency, Chronic/therapy , Albuminuria/diagnosis , Bayes Theorem , Glomerular Filtration Rate , Biomarkers , Creatinine
3.
BMC Public Health ; 22(1): 1935, 2022 10 18.
Article in English | MEDLINE | ID: mdl-36258185

ABSTRACT

BACKGROUND: Community Heart Health Actions for Latinos at Risk (CHARLAR) is a promotora-led cardiovascular disease (CVD) risk-reduction program for socio-demographically disadvantaged Latinos and consists of 11 skill-building sessions. The COVID-19 pandemic has led to worsening health status in U.S. adults and necessitated transition to virtual implementation of the CHARLAR program. METHODS: A mixed-methods approach was used to evaluate virtual delivery of CHARLAR. Changes in health behaviors were assessed through a pre/post program survey. Results from virtual and historical (in-person delivery) were compared. Key informant interviews were conducted with promotoras and randomly selected participants and then coded and analyzed using a thematic approach. RESULTS: An increase in days of exercise per week (+ 1.52), daily servings of fruit (+ 0.60) and vegetables (+ 0.56), and self-reported general health (+ 0.38), were observed in the virtual cohort [all p < 0.05]. A numeric decrease in PHQ-8 (-1.07 p = 0.067) was also noted. The historical cohort showed similar improvements from baseline in days of exercise per week (+ 0.91), daily servings of fruit (+ 0.244) and vegetables (+ 0.282), and PHQ-8 (-1.89) [all p < 0.05]. Qualitative interviews revealed that the online format provided valuable tools supporting positive behavior change. Despite initial discomfort and technical challenges, promotoras and participants adapted and deepened valued relationships through additional virtual support. CONCLUSION: Improved health behaviors and CVD risk factors were successfully maintained through virtual delivery of the CHARLAR program. Optimization of virtual health programs like CHARLAR has the potential to increase reach and improve CVD risk among Latinos.


Subject(s)
COVID-19 , Cardiovascular Diseases , Adult , Humans , Pandemics , Health Promotion/methods , Hispanic or Latino , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/prevention & control
4.
J Health Care Poor Underserved ; 32(2): 688-699, 2021.
Article in English | MEDLINE | ID: mdl-34120970

ABSTRACT

Hispanics in the United States have worse cardiovascular disease (CVD) risk factor profiles than non-Hispanic Whites. Cardiovascular health literacy is important for health promotion but is not well characterized among monolingual Spanish-speaking Hispanics outside of health care settings. We recruited Hispanic participants (N=235) from a community-based health fair in Denver, Colorado. A total of 182 participants (77%) completed a subsequent language-congruent telephone survey to assess CVD risk-factor knowledge. Of these, 174 self-identified as monolingual Spanish-speaking, and constituted the analysis cohort. Cardiovascular disease risk knowledge score was defined as the number of established risk factors an individual participant could name (out of 10 pre-specified), and multivariable regression analyses were conducted to determine factors independently associated with knowledge. The mean knowledge score for the cohort was 2.2 ± 1.1 out of 10. This suggests an unmet need for tailored educational interventions beyond simple screening events.


Subject(s)
Cardiovascular Diseases , Health Literacy , Heart Disease Risk Factors , Hispanic or Latino , Humans , Risk Factors , United States/epidemiology
5.
Prev Med Rep ; 13: 126-131, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30568871

ABSTRACT

The statewide Colorado Healthy Heart Solutions (CHHS) program provides cardiovascular disease (CVD) risk factor screening and education to the medically underserved and has been shown to improve CVD risk profiles. We aimed to enhance its effectiveness through addition of a mobile health (mHealth) intervention using SMS messaging (termed Cardio SMS). We conducted a prospective, non-randomized controlled pilot trial of this intervention implemented at 5 rural program sites (number of participants N = 204) compared with a contemporaneous propensity-score matched control group from 14 CHHS sites not receiving the intervention (N = 408) between 2012 and 2014. All participants were free of CVD at baseline, and follow-up time was 12-months. The primary outcome was program engagement, defined as the number of completed interactions with the program during the entire follow-up period. Secondary outcomes were program retention, defined as any interaction during the last two months of the study; change in self-reported healthy behaviors (physical activity, weight loss, smoking cessation, fat intake); and change in CVD risk factors. There were trends for differences between groups across multiple outcomes, but most did not reach statistical significance, except for a greater decrease in self-reported fat intake in the intervention vs. control groups (26.3% vs 10.6%, P = 0.001). In addition, a subset of surveyed participants who viewed the SMS messages as motivating showed greater program retention (P = 0.03). Given the relative ease and scalability of SMS interventions in rural underserved communities, further study of SMS as part of multicomponent strategies for CVD prevention is warranted.

6.
Am J Prev Med ; 53(2): e71-e75, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28602543

ABSTRACT

INTRODUCTION: Community Heart Health Actions for Latinos at Risk is a community health worker-led cardiovascular disease risk reduction program targeting low-income urban Latinos. The impact of community programs linked with clinical care has not been well characterized. METHODS: Community Heart Health Actions for Latinos at Risk provided 12 weeks of lifestyle education. Changes in risk factors were assessed before and after completion. Univariate, bivariate, and multivariate analyses were used to determine factors associated with changes in risk factors. RESULTS: From 2009 to 2013, a total of 1,099 participants were recruited and 768 had risk factors measured at baseline and 12 weeks. All analyses were performed in 2016. In participants with abnormal baseline risk factors, significant (all p<0.001) median reductions in systolic blood pressure (-11 mmHg, n=244); low-density lipoprotein cholesterol (-14 mg/dL, n=201); glucose (-8 mg/dL, n=454); triglycerides (-57 mg/dL, n=242); and Framingham risk score (-2.3%, n=301) were observed. Program completion (eight of 12 classes) was associated with the reduction in low-density lipoprotein cholesterol (p=0.03) and systolic blood pressure (p=0.01). After adjustment, low-density lipoprotein cholesterol reduction was greatest in participants newly prescribed lipid-lowering drugs (-30%, 95% CI= -48, -15). CONCLUSIONS: A community health worker-led intervention lowered cardiovascular disease risk among vulnerable Latinos. Integration with primary care services was an essential program component.


Subject(s)
Cardiovascular Diseases/prevention & control , Community Health Services/organization & administration , Hispanic or Latino/statistics & numerical data , Primary Health Care/organization & administration , Program Evaluation/statistics & numerical data , Adult , Aged , Blood Glucose/analysis , Blood Pressure Determination , Community Health Services/methods , Educational Status , Female , Healthy Lifestyle , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Lipoproteins, LDL/blood , Lipoproteins, LDL/drug effects , Male , Middle Aged , Poverty/statistics & numerical data , Primary Health Care/methods , Risk Factors , Risk Reduction Behavior , Triglycerides/blood , Urban Population/statistics & numerical data
7.
J Gen Intern Med ; 31(8): 958-60, 2016 08.
Article in English | MEDLINE | ID: mdl-27021293

ABSTRACT

Since the release of the "2014 evidence-based guideline for the management of high blood pressure in adults: report from the panel members appointed to the Eighth Joint National Committee (JNC 8)", much controversy has ensued over the appropriate systolic blood pressure goal for those over the age of 60 years. This guideline suggested liberalizing the target for this population to <150 mmHg, moving away from previous guidelines suggesting a target of <140 mmHg. While some national quality measures have accepted the new relaxed blood pressure goal, the American Heart Association and American College of Cardiology have not. Recently published data show that millions of adults over 60 years of age would be classified as controlled using a threshold of <150 mmHg, but not with a target of <140 mmHg. In addition, emerging randomized trial evidence suggests that targeting a systolic blood pressure well below 140 mmHg is beneficial in older adults. In light of the improved health and vitality of older adults, and the steady decline in cardiovascular and cerebrovascular mortality over recent decades, we do not think it is in good judgment to liberalize the treatment target in adults less than 80 years of age.


Subject(s)
Antihypertensive Agents/therapeutic use , Blood Pressure Determination/standards , Hypertension/diagnosis , Hypertension/drug therapy , Aged , Aged, 80 and over , Antihypertensive Agents/pharmacology , Blood Pressure/drug effects , Blood Pressure/physiology , Blood Pressure Determination/methods , Female , Humans , Hypertension/epidemiology , Male , Middle Aged , Randomized Controlled Trials as Topic/methods , Randomized Controlled Trials as Topic/standards
8.
Health Promot Pract ; 16(4): 523-32, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25586133

ABSTRACT

The Colorado Healthy Heart Solutions program uses community health workers to provide health promotion and navigation services for participants in medically underserved, predominantly rural areas who are at risk for developing cardiovascular disease. A text messaging program designed to increase participant engagement and adherence to lifestyle changes was pilot tested with English- and Spanish-speaking participants. Preimplementation focus groups with participants informed the development of text messages that were used in a 6-week pilot program. Postimplementation focus groups and interviews then evaluated the pilot program. Participants reported a preference for concise messages received once daily and for positive messages suggesting specific actions that could be feasibly accomplished within the course of the day. Participants also consistently reported the desire for clarity in message delivery and content, indicating that the source of the messages should be easy to recognize, messages should state clearly when participants were expected to respond to the messages, and any responses should be acknowledged. Links to other websites or resources were generally viewed as trustworthy and acceptable, but were preferred for supplementary material only. These results may inform the development of future chronic disease management programs in underserved areas or augment existing programs using text messaging reinforcement.


Subject(s)
Cardiovascular Diseases/prevention & control , Health Promotion/methods , Patient Acceptance of Health Care , Text Messaging/statistics & numerical data , Accelerometry , Adult , Aged , Colorado , Female , Focus Groups , Health Services Accessibility , Hispanic or Latino/psychology , Humans , Male , Medically Underserved Area , Middle Aged , Motor Activity , Patient Acceptance of Health Care/psychology , Patient Acceptance of Health Care/statistics & numerical data , Patient Compliance , Pilot Projects , Rural Health Services , Young Adult
9.
Am J Public Health ; 103(1): e19-27, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23153152

ABSTRACT

OBJECTIVES: We evaluated whether a program to prevent coronary heart disease (CHD) with community health workers (CHWs) would improve CHD risk in public health and health care settings. METHODS: The CHWs provided point-of-service screening, education, and care coordination to residents in 34 primarily rural Colorado counties. The CHWs utilized motivational interviewing and navigated those at risk for CHD into medical care and lifestyle resources. A software application generated a real-time 10-year Framingham Risk Score (FRS) and guideline-based health recommendations while supporting longitudinal caseload tracking. We used multiple linear regression analysis to determine factors associated with changes in FRS. RESULTS: From 2010 to 2011, among 4743 participants at risk for CHD, 53.5% received medical or lifestyle referrals and 698 were retested 3 or more months after screening. We observed statistically significant improvements in diet, weight, blood pressure, lipids, and FRS with the greatest effects among those with uncontrolled risk factors. Successful phone interaction by the CHW led to lower FRS at retests (P = .04). CONCLUSIONS: A CHW-based program within public health and health care settings improved CHD risk. Further exploration of factors related to improved outcomes is needed.


Subject(s)
Community Health Services , Community Health Workers , Coronary Disease/prevention & control , Health Promotion/methods , Primary Health Care , Risk Reduction Behavior , Adolescent , Adult , Aged , Aged, 80 and over , Cohort Studies , Colorado , Female , Follow-Up Studies , Humans , Life Style , Male , Mass Screening , Middle Aged , Program Evaluation , Risk Factors , Rural Population , Young Adult
10.
Am J Manag Care ; 18(2): 77-84, 2012 02.
Article in English | MEDLINE | ID: mdl-22435835

ABSTRACT

BACKGROUND: There is a need for randomized, prospective trials of case management interventions with resource utilization analyses. OBJECTIVES: To determine whether algorithm-driven telephone care by nurses improves lipid control in patients with diabetes. DESIGN: Prospective, randomized, controlled trial. PARTICIPANTS: Adults with diabetes at a federally funded community health center were randomly assigned to intervention (n = 381) or usual-care (n = 381) groups. INTERVENTIONS: Nurses independently initiated and titrated lipid therapy and promoted behavioral change through motivational interviewing and self-management techniques. Other parameters of diabetes care were addressed based on time constraints. MAIN MEASURES: The primary outcome was the proportion of patients with a low-density lipoprotein (LDL) less than 100 mg/dL. Secondary outcomes included the number of hospital admissions, total hospital charges per patient, and the proportion of patients meeting other lipid, glycemic, and blood pressure guidelines. KEY RESULTS: The percent of patients with an LDL < 100 mg/dL increased from 52.0% to 58.5% in the intervention group and decreased from 55.6% to 46.7% in the control group (P < .01). Average cost per patient to the healthcare system was less for the intervention group ($6600 vs $9033, P = .03). Intervention patients trended toward fewer hospital admissions (P = .06). The intervention did not affect glycemic and blood pressure outcomes. CONCLUSIONS: Nurses can improve lipid control in patients with diabetes in a primarily indigent population through telephone care using moderately complex algorithms, but a more targeted approach is warranted. Telephone-based outreach may decrease resource utilization, but more study is needed.


Subject(s)
Case Management/organization & administration , Diabetes Mellitus/blood , Lipoproteins, LDL/blood , Nursing Care/methods , Patient Admission/statistics & numerical data , Telemedicine/methods , Adult , Case Management/economics , Case Management/standards , Colorado , Cost-Benefit Analysis , Diabetes Mellitus/economics , Electronic Health Records/statistics & numerical data , Humans , Medically Uninsured , Motivation , Patient Admission/economics , Prospective Studies , Self Care/methods , Telemedicine/economics
11.
Am J Cardiol ; 109(12): 1743-8, 2012 Jun 15.
Article in English | MEDLINE | ID: mdl-22440125

ABSTRACT

Microalbuminuria is one of the strongest predictors of both adverse renal and cardiovascular disease (CVD) outcomes in patients with type 2 diabetes mellitus. Although measurement of urinary albumin excretion (UAE) is widely recommended, limited data are available to suggest that reducing UAE translates into a reduction in long-term cardiovascular mortality, particularly among patients without overt nephropathy, who constitute most patients with type 2 diabetes worldwide. We assessed whether changes in the UAE at 1 year were associated with cardiovascular mortality in 393 patients with hypertension and type 2 diabetes during a 10-year period. On univariate analysis, CVD history, age, diabetes duration, and change in UAE at 1 year were associated with cardiovascular mortality risk (hazard ratio 2.60 for those with CVD history, 95% confidence interval [CI] 1.47 to 4.62; hazard ratio 1.59 per 10 years of diabetes duration, 95% CI 1.12 to 2.25; and hazard ratio 1.49 per log UAE increase, 95% CI 1.13 to 1.96). In a stepwise Cox regression model that included baseline UAE and CVD history, the 10-year predicted mortality of those with a decrease in UAE of 2 logs at 1 year was 4.7% (95% CI 1.4% to 7.8%). For those with an increase in UAE of 2 logs at 1 year, it was 24.5% (95% CI 10.1% to 36.5%). In conclusion, these data support current guideline recommendations to screen for UAE in all patients with type 2 diabetes, even in the absence of nephropathy, and suggest that serial UAE measurements even after the initiation of antihypertensive therapy has prognostic value independent of traditional cardiovascular risk factors.


Subject(s)
Albuminuria/diagnosis , Cardiovascular Diseases/mortality , Diabetes Mellitus, Type 2/urine , Hypertension/urine , Adult , Aged , Cohort Studies , Follow-Up Studies , Humans , Longitudinal Studies , Middle Aged , Proportional Hazards Models , Prospective Studies , Risk Factors
12.
Am J Manag Care ; 18(2): e42-7, 2012 Feb 01.
Article in English | MEDLINE | ID: mdl-22435883

ABSTRACT

OBJECTIVES: To assess the feasibility of engaging adults with diabetes in self management behaviors between clinic visits by using cell phone text messaging to provide blood sugar measurement prompts and appointment reminders. STUDY DESIGN: Quasi-experimental pilot among adult diabetic patients with cell phones who receive regular care at a federally qualified community health center in Denver, Colorado, which serves a population that is predominantly either uninsured (41%) or on Medicaid or Medicare (56%). METHODS: Patients (N = 47) received text message prompts over a 3-month period. Blood sugar readings were requested 3 times per week (Monday, Wednesday, and Friday). Reminders were sent 7, 3, and 1 day(s) before each scheduled appointment. Acknowledgments were returned for all patient-sent messages. Focus groups were conducted in English and Spanish with selected patients (n = 8). RESULTS: Patients of all ages were active participants. Correctly formatted responses were received for 67.3% of 1585 prompts. More than three-fourths (79%) of the cohort responded to more than 50% of their prompts. The appointment analysis was underpowered to detect significant changes in attendance. Participants reported increased social support, feelings that the program "made them accountable," and increased awareness of health information. Two-thirds (66%) of patients provided glucose readings when prompted during the study, compared with 12% at 2 preceding clinic visits. CONCLUSIONS: For certain patients, cell phone-based text messaging may enhance chronic disease management support and patient-provider communications beyond the clinic setting.


Subject(s)
Diabetes Mellitus/therapy , Disease Management , Self Care/methods , Text Messaging/statistics & numerical data , Adult , Aged , Blood Glucose Self-Monitoring , Colorado , Female , Focus Groups , Hispanic or Latino , Humans , Male , Middle Aged , Patient Satisfaction , Pilot Projects , Poverty , Reminder Systems/statistics & numerical data , Self Care/statistics & numerical data
13.
Am J Med Sci ; 343(1): 56-60, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21817880

ABSTRACT

INTRODUCTION: Provider characteristics associated with higher cardiovascular disease (CVD) knowledge and learning through clinical practice guidelines (CPG) dissemination are not well understood. METHODS: A baseline knowledge survey was distributed to licensed primary care practitioners. A CPG was then distributed following 6-weeks later by a repeat survey to assess proportion reading the CPG and changes in an aggregate knowledge score. The authors examined provider characteristics as predictors of CPG review and knowledge. Changes in CVD knowledge and specific CVD knowledge deficits were assessed. RESULTS: Of 1415 providers, 59% (830) completed the initial survey, 46% (651) completed the survey after CPG dissemination and 37% (523) completed both. The weighted percentage of CPG review was 51% (95% CI: 47%-55%) and was higher among midlevel providers (63% versus 44%, P < 0.001) and those in practice >5 years (53% versus 40%, P=0.017). Overall, baseline knowledge score was 71.2% and improved to 72.2% (P=0.038). Improvement in knowledge score was greater among midlevel providers (mean increase 2.4%, 95% CI: 1.0%-4.0%). Paradoxically, those in practice >5 years exhibited a trend toward lower improvements (2.2% versus 1.1%, P=0.08). CONCLUSIONS: Direct dissemination of a CPG resulted in a moderate rate of review, yet only small improvements in knowledge. This suggests that CPG dissemination alone is inadequate to substantively improve provider knowledge, although midlevel providers were more likely to read the CPG and increase their knowledge score. Multicomponent education strategies tailored to provider characteristics may be more effective improving knowledge.


Subject(s)
Cardiovascular Diseases , Practice Guidelines as Topic , Primary Health Care/standards , Health Knowledge, Attitudes, Practice , Humans , Information Dissemination
14.
BMC Cardiovasc Disord ; 11: 15, 2011 Apr 11.
Article in English | MEDLINE | ID: mdl-21481252

ABSTRACT

BACKGROUND: Preventive cardiology has expanded beyond coronary heart disease towards prevention of a broader spectrum of cardiovascular diseases. Ethnic minorities are at proportionately greater risk for developing extracoronary vascular disease including heart failure and cerebrovascular disease. METHODS: We performed a cross sectional study of Latino and White hypertension patients in a safety-net healthcare system. Framingham risk factors, markers of inflammation (hsCRP, LPpLA2), arterial stiffness (Pulse wave velocity, augmentation index, and central aortic pressure), and endothelial function (brachial artery flow-mediated dilatation) were measured. Univariate and multivariable associations between these parameters and an index of extracoronary atherosclerosis (carotid intima media thickness) was performed. RESULTS: Among 177 subjects, mean age was 62 years, 67% were female, and 67% were Latino. In univariate analysis, markers associated with carotid intima media thickness (IMT) at p<0.25 included pulse wave velocity (PWV), augmentation index (AIx), central aortic pressure (cAP), and LpPLA2 activity rank. However, AIx, cAP, and LpPLA2 activity were not significantly associated with carotid IMT after adjusting for Framingham risk factors (all p>.10). Only PWV retained a significant association with carotid IMT independent of the Framingham general risk profile parameters (p=.016). No statistically significant interactions between Framingham and other independent variables with ethnicity (all p>.05) were observed. CONCLUSION: In this safety net cohort, PWV is a potentially useful adjunctive atherosclerotic risk marker independent of traditional risk factors and irrespective of ethnicity.


Subject(s)
Blood Pressure/physiology , Carotid Artery Diseases/ethnology , Heart Rate/physiology , Hispanic or Latino/ethnology , Hypertension/ethnology , White People/ethnology , Aged , Carotid Artery Diseases/physiopathology , Cohort Studies , Cross-Sectional Studies , Female , Humans , Hypertension/physiopathology , Male , Middle Aged
15.
Circ Cardiovasc Qual Outcomes ; 3(2): 181-7, 2010 Mar.
Article in English | MEDLINE | ID: mdl-20124526

ABSTRACT

BACKGROUND: Risk factors for cardiovascular disease (CVD) derived from the Framingham study are widely used to guide preventive efforts. It remains unclear whether these risk factors predict CVD death in racial/ethnic minorities as well as they do in the predominately white Framingham cohorts. METHODS AND RESULTS: Using linked data from the National Health and Nutrition Examination Survey III (1988 to 1994) and the National Death Index, we developed Cox proportional hazard models that predicted time to cardiovascular death separately for non-Hispanic white (NHW), non-Hispanic black (NHB), and Mexican American (MA) participants ages 40 to 80 years with no previous CVD. We compared calibration and discrimination for the 3 racial/ethnic models. We also plotted predicted 10-year CVD mortality by age for the three racial/ethnic groups while holding other risk factors constant (3437 NHW, 1854 NHB, and 1834 MA subjects met inclusion criteria). Goodness-of-fit chi(2) tests demonstrated adequate calibration for the 3 models (NHW, P=0.49; NHB, P=0.47; MA; P=0.55), and areas under the receiver operating characteristic curves demonstrated similar discrimination (c-statistics: NHW, 0.8126; NHB, 0.7679; and MA, 0.7854). Older age was more strongly associated with CVD mortality in NHWs (hazard ratio, 3.37; 95% CI, 2.80 to 4.05) than NHBs (hazard ratio, 2.29; 95% CI, 1.91 to 2.75) and was intermediate in MAs (hazard ratio, 2.46; 95% CI, 1.95 to 3.11). Predicted 10-year mortality rate was highest for NHBs across all age ranges and was higher for MAs than NHWs until late in the seventh decade. CONCLUSIONS: Framingham risk factors predict CVD mortality equally well in NHWs, NHBs, and MAs, but the strength of the association between individual risk factors and CVD mortality differs by race and ethnicity. When other risk factors are held constant, minority individuals are at higher risk of CVD mortality at younger ages than NHWs.


Subject(s)
Cardiovascular Diseases/ethnology , Cardiovascular Diseases/mortality , Minority Groups/statistics & numerical data , Adult , Black or African American/statistics & numerical data , Age Factors , Aged , Aged, 80 and over , Cardiovascular Diseases/etiology , Chi-Square Distribution , Cross-Sectional Studies , Health Surveys , Humans , Kaplan-Meier Estimate , Mexican Americans/statistics & numerical data , Middle Aged , Predictive Value of Tests , Proportional Hazards Models , ROC Curve , Risk Assessment , Risk Factors , Time Factors , United States/epidemiology , White People/statistics & numerical data
16.
Nephrol Dial Transplant ; 25(3): 801-7, 2010 Mar.
Article in English | MEDLINE | ID: mdl-19889870

ABSTRACT

BACKGROUND: Little is known about the decline of kidney function in patients with normal kidney function at baseline. Our objectives were to (i) identify predictors of incident chronic kidney disease (CKD) and (ii) to estimate rate of decline in kidney function. METHODS: The study used a retrospective cohort of adult patients in a hypertension registry in an inner-city health care delivery system in Denver, Colorado. The primary outcome was development of incident CKD, and the secondary outcome was rate of change of estimated glomerular filtration rate (eGFR) over time. RESULTS: After a mean follow-up of 45 months, 429 (4.1%) of 10 420 patients with hypertension developed CKD. In multivariate models, factors that independently predicted incident CKD were baseline age [odds ratio (OR) 1.13 per 10 years, 95% confidence interval (CI), 1.03-1.24], baseline eGFR (OR 0.69 per 10 units, 95% CI 0.65-0.73), diabetes (OR 3.66, 95% CI 2.97-4.51) and vascular disease (OR 1.67, 95% CI 1.32-2.10). We found no independent association between age, gender or race/ethnicity and eGFR slope. In patients who did not have diabetes or vascular disease, eGFR declined at 1.5 mL/min/1.73 m(2) per year. Diabetes at baseline was associated with an additional decline of 1.38 mL/min/1.73 m(2). CONCLUSIONS: Diabetes was the strongest predictor of both incident CKD as well as eGFR slope. Rates of incident CKD or in decline of kidney function did not differ by race or ethnicity in this cohort.


Subject(s)
Hypertension/complications , Kidney Diseases/epidemiology , Kidney Diseases/physiopathology , Kidney/physiopathology , Adult , Aged , Chronic Disease , Cohort Studies , Colorado/epidemiology , Diabetes Complications/complications , Female , Glomerular Filtration Rate/physiology , Humans , Incidence , Male , Middle Aged , Retrospective Studies , Risk Factors , Time Factors , Vascular Diseases/complications
17.
Circ Cardiovasc Qual Outcomes ; 2(5): 451-7, 2009 Sep.
Article in English | MEDLINE | ID: mdl-20031876

ABSTRACT

BACKGROUND: Although many studies have identified patient characteristics or chronic diseases associated with medication adherence, the clinical utility of such predictors has rarely been assessed. We attempted to develop clinical prediction rules for adherence with antihypertensive medications in 2 healthcare delivery systems. METHODS AND RESULTS: We performed retrospective cohort studies of hypertension registries in an inner-city healthcare delivery system (n=17 176) and a health maintenance organization (n=94 297) in Denver, Colo. Adherence was defined by acquisition of 80% or more of antihypertensive medications. A multivariable model in the inner-city system found that adherent patients (36.3% of the total) were more likely than nonadherent patients to be older, white, married, and acculturated in US society, to have diabetes or cerebrovascular disease, not to abuse alcohol or controlled substances, and to be prescribed fewer than 3 antihypertensive medications. Although statistically significant, all multivariate odds ratios were 1.7 or less, and the model did not accurately discriminate adherent from nonadherent patients (C statistic=0.606). In the health maintenance organization, where 72.1% of patients were adherent, significant but weak associations existed between adherence and older age, white race, the lack of alcohol abuse, and fewer antihypertensive medications. The multivariate model again failed to accurately discriminate adherent from nonadherent individuals (C statistic=0.576). CONCLUSIONS: Although certain sociodemographic characteristics or clinical diagnoses are statistically associated with adherence to refills of antihypertensive medications, a combination of these characteristics is not sufficiently accurate to allow clinicians to predict whether their patients will be adherent with treatment.


Subject(s)
Antihypertensive Agents/therapeutic use , Drug Prescriptions/statistics & numerical data , Hypertension/drug therapy , Hypertension/epidemiology , Medication Adherence/statistics & numerical data , Adult , Aged , Cohort Studies , Colorado/epidemiology , Female , Health Maintenance Organizations/statistics & numerical data , Humans , Hypertension/prevention & control , Logistic Models , Male , Middle Aged , Multivariate Analysis , Predictive Value of Tests , Registries , Retrospective Studies , Socioeconomic Factors , Urban Health Services/statistics & numerical data
18.
Postgrad Med ; 121(3): 33-44, 2009 May.
Article in English | MEDLINE | ID: mdl-19491538

ABSTRACT

Cardiovascular (CV) and renal complications associated with diabetes can be attenuated with antihypertensives that work on the renin-angiotensin-aldosterone system (RAAS),particularly angiotensin-converting enzyme (ACE) inhibitors, angiotensin receptor blockers (ARBs), and possibly direct renin inhibitors (DRIs). Cardioprotective and renoprotective benefits are independent of the blood pressure-lowering effect of the RAAS inhibitor. Given more complete RAAS blockade, evidence has suggested that the use of ACE inhibitor/ARB combination therapy may provide greater target organ protection. However, recent data have challenged this assumption. Although advances have been made in reducing diabetic nephropathy progression through use of ACE inhibitors and ARBs, improvement in organ protection is needed because diabetes remains the leading cause of end-stage renal disease. Despite the use of these agents in patients with CV disease and diabetes, CV adverse events remain high, suggesting the need for improved outcomes. Newer agents such as DRIs may have the potential to offer similar target organ protection. The first DRI, aliskiren, administered alone or in combination with other RAAS inhibitors, has been shown to confer renoprotective and cardioprotective benefits in human and animal studies that have measured surrogate endpoints. An ongoing outcomes study (Aliskiren Trial in Type 2 Diabetes Using Cardio-Renal Endpoints [ALTITUDE]), which is assessing renal and CV morbidity and mortality, will further define whether aliskiren provides additional benefits beyond RAAS inhibition and lowering of blood pressure.


Subject(s)
Cardiovascular Diseases/prevention & control , Diabetes Mellitus/drug therapy , Renin-Angiotensin System/drug effects , Renin/antagonists & inhibitors , Amides/therapeutic use , Cardiovascular Diseases/metabolism , Diabetes Mellitus/blood , Fumarates/therapeutic use , Humans , Renin/blood
19.
Contemp Clin Trials ; 29(5): 809-16, 2008 Sep.
Article in English | MEDLINE | ID: mdl-18606250

ABSTRACT

This randomized, controlled trial tested the effectiveness of a nurse-run, telephone-based intervention to improve lipid control in patients with diabetes. Our patient population is predominantly low-income and Latino. Using our diabetes registry, we randomly assigned 381 patients to continue with their usual care and 381 to participate in our nurse-run program. Three registered nurses learned algorithms for diabetes care. These algorithms address management of lipids, glycemic control, blood pressure, nephropathy, aspirin use, eye screening, pneumovax and influenza vaccines, obesity, and cigarette smoking. The nurses were also trained in motivational interviewing techniques and facilitation of patient self-management. The primary goal was to improve lipid control in our diabetic population. Secondary outcomes address blood pressure control, glycemic control, renal function, and medication adherence. In addition, a cost-effective analysis is being performed. This article summarizes the design of the intervention.


Subject(s)
Case Management , Community-Institutional Relations , Diabetes Mellitus, Type 1/nursing , Diabetes Mellitus, Type 2/nursing , Lipids/blood , Nursing Diagnosis , Randomized Controlled Trials as Topic/methods , Algorithms , Humans , Life Style , Program Development , Program Evaluation , Research Design , Treatment Outcome
20.
J Health Care Poor Underserved ; 19(2): 452-65, 2008 May.
Article in English | MEDLINE | ID: mdl-18469416

ABSTRACT

Electronic disease registries are a critical feature of the chronic disease management programs that are used to improve the care of individuals with chronic illnesses. These registries have been developed primarily in managed care settings; use in safety net institutions-organizations whose mission is to serve the uninsured and underserved-has not been described. We sought to assess the feasibility of developing disease registries from electronic data in a safety net institution, focusing on hypertension because of its importance in minority populations. We compared diagnoses obtained from algorithms utilizing electronic data, including laboratory and pharmacy records, against diagnoses derived from chart review. We found good concordance between diagnoses identified from electronic data and those identified by chart review, suggesting that registries of patients with chronic diseases can be developed outside the setting of closed panel managed care organizations.


Subject(s)
Algorithms , Community Health Services/organization & administration , Medical Records Systems, Computerized/organization & administration , Medically Underserved Area , Registries , Adult , Aged , Cardiovascular Diseases/epidemiology , Comorbidity , Female , Humans , Male , Mental Disorders/epidemiology , Middle Aged , Socioeconomic Factors , Substance-Related Disorders/epidemiology
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