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1.  Assessment of Parental Report for 2009–2010 Seasonal and Monovalent H1N1 Influenza Vaccines among Children in the Emergency Department or Hospital 
Academic Pediatrics  2011;12(1):36-42.
Objective
To assess the validity of parental report for seasonal and monovalent H1N1 influenza vaccinations among children 6 months-<18 years who were recommended to receive both vaccines in 2009–2010.
Methods
Children with fever or respiratory symptoms were prospectively enrolled in both emergency departments in Forsyth County, North Carolina and the only pediatric hospital in the region. Enrollment occurred from September 1, 2009 through April 12, 2010, during the H1N1 influenza pandemic. A parental questionnaire was administered by trained interviewers to ascertain the status of seasonal and monovalent H1N1 influenza vaccines. Parental report was compared to that documented in the medical record and/or the North Carolina immunization registry.
Results
Among 297 enrolled children 6 months -<18 years of age, 174 (59%) were 6 months-4 years, 67 (23%) were 5–8 years and 56 (19%) were 9-<18 years. Parents reported that 140 (47%) children had received ≥1 dose of 2009–2010 influenza vaccine-- 128 (43%) for seasonal vaccine and 63 (21%) for H1N1 vaccine. Confirmed vaccination data indicated that 156 (53%) children had received ≥1 dose of any 2009–2010 vaccine—120 (40%) for seasonal vaccine and 53 (18%) for H1N1 vaccine.
Parental report of any seasonal influenza vaccination was 92% sensitive and 86% specific and had a kappa of 0.76. Parental report for any H1N1 influenza vaccination was 88% sensitive and 92% specific with a kappa of 0.71.
Conclusion
Parental report of 2009–2010 seasonal and monovalent H1N1 influenza vaccinations was sensitive and specific and had reasonable agreement with the medical record and/or immunization registry.
What’s New
During the 2009–2010 H1N1 pandemic when seasonal and monovalent H1N1 vaccines were recommended for all children, we found that parental report for both influenza vaccines among children aged 6 months-<18 years had reasonable sensitivity, specificity and validity as compared to the medical record and/or immunization registry.
doi:10.1016/j.acap.2011.08.006
PMCID: PMC3261370  PMID: 22033102
influenza vaccine; parental report; child; validity; accuracy; seasonal influenza vaccine; monovalent H1N1 influenza vaccine
2.  Impact of Maternal Immunization on Influenza Hospitalizations in Infants 
American journal of obstetrics and gynecology  2011;204(6 Suppl 1):S141-S148.
Objective
To determine whether maternal vaccination during pregnancy was associated with a reduced risk of laboratory-confirmed influenza hospitalizations in infants <6 months old.
Study Design
Active population-based, laboratory-confirmed influenza surveillance was conducted in children hospitalized with fever and/or respiratory symptoms in 3 U.S. counties from November-April during the 2002–2009 influenza seasons. The exposure, influenza vaccination during pregnancy, and the outcome, positive/negative influenza testing among their hospitalized infants, were compared using logistic regression analyses.
Results
Among 1510 hospitalized infants <6 months old, 151 (10%) had laboratory-confirmed influenza and 294 (19%) mothers reported receiving influenza vaccine during pregnancy. Eighteen (12%) mothers of influenza-positive infants and 276 (20%) mothers of influenza-negative infants were vaccinated (unadjusted OR= 0.53, 95%CI 0.32–0.88 and adjusted OR=0.52, 95%0.30–0.91).
Conclusion
Infants of vaccinated mothers were 45%–48% less likely to have influenza hospitalizations than infants of unvaccinated mothers. Our results support the current influenza vaccination recommendation for pregnant women.
doi:10.1016/j.ajog.2011.02.042
PMCID: PMC3111909  PMID: 21492825
infants; influenza hospitalization; influenza vaccine; maternal vaccination; vaccine effectiveness
3.  A Meta-Analysis and Genome-Wide Association Study of Platelet Count and Mean Platelet Volume in African Americans 
PLoS Genetics  2012;8(3):e1002491.
Several genetic variants associated with platelet count and mean platelet volume (MPV) were recently reported in people of European ancestry. In this meta-analysis of 7 genome-wide association studies (GWAS) enrolling African Americans, our aim was to identify novel genetic variants associated with platelet count and MPV. For all cohorts, GWAS analysis was performed using additive models after adjusting for age, sex, and population stratification. For both platelet phenotypes, meta-analyses were conducted using inverse-variance weighted fixed-effect models. Platelet aggregation assays in whole blood were performed in the participants of the GeneSTAR cohort. Genetic variants in ten independent regions were associated with platelet count (N = 16,388) with p<5×10−8 of which 5 have not been associated with platelet count in previous GWAS. The novel genetic variants associated with platelet count were in the following regions (the most significant SNP, closest gene, and p-value): 6p22 (rs12526480, LRRC16A, p = 9.1×10−9), 7q11 (rs13236689, CD36, p = 2.8×10−9), 10q21 (rs7896518, JMJD1C, p = 2.3×10−12), 11q13 (rs477895, BAD, p = 4.9×10−8), and 20q13 (rs151361, SLMO2, p = 9.4×10−9). Three of these loci (10q21, 11q13, and 20q13) were replicated in European Americans (N = 14,909) and one (11q13) in Hispanic Americans (N = 3,462). For MPV (N = 4,531), genetic variants in 3 regions were significant at p<5×10−8, two of which were also associated with platelet count. Previously reported regions that were also significant in this study were 6p21, 6q23, 7q22, 12q24, and 19p13 for platelet count and 7q22, 17q11, and 19p13 for MPV. The most significant SNP in 1 region was also associated with ADP-induced maximal platelet aggregation in whole blood (12q24). Thus through a meta-analysis of GWAS enrolling African Americans, we have identified 5 novel regions associated with platelet count of which 3 were replicated in other ethnic groups. In addition, we also found one region associated with platelet aggregation that may play a potential role in atherothrombosis.
Author Summary
The majority of the variation in platelet count and mean platelet volume between individuals is heritable. We performed genome-wide association studies in more than 16,000 African American participants from seven population-based cohorts to identify genetic variants that correlate with variation in platelet count and mean platelet volume. We observed statistically significant evidence (p-value<5×10−8) that 10 genomic regions were associated with platelet count and 3 were associated with mean platelet volume. Of the regions that were significantly associated, we found 5 novel regions that were not reported previously in other populations. Three of these 5 regions were also associated with platelet count in European Americans and Hispanic Americans. All these regions contain genes that are either known to have or potentially may have a role in determining platelet count and/or mean platelet volume. We further found that one of these regions was also associated with agonist-induced platelet aggregation. Further studies will determine the exact role played by these genomic regions in platelet biology. The knowledge generated by this and other studies will not only help us better understand platelet biology but can also lead us to the discovery of new anti-platelet drugs.
doi:10.1371/journal.pgen.1002491
PMCID: PMC3299192  PMID: 22423221
4.  Reducing Farmworker Residential Pesticide Exposure: Evaluation of a Lay Health Advisor Intervention 
Health promotion practice  2008;10(3):447-455.
The goal of this analysis is to evaluate the effectiveness of a promotora program for teaching women in Latino farmworker families about pesticide safety and increasing pesticide safety behaviors. Volunteer promotoras delivered a pesticide safety curriculum (intervention) and nutrition curriculum (control) to farmworker women residing in western North Carolina and Virginia. Pre- and post-intervention interviews assessed differences in delivery of the intervention, recognition of the intervention, pesticide knowledge, pesticide exposures behaviors, and integrated pest management behaviors. Participants in the intervention group reported significantly more receipt of pesticide education and greater recognition of the key messages. However, their knowledge, pesticide exposure behaviors, and integrated pest management behaviors did not change. A more structured program is needed to be sure that the dose of interventions is large enough to overcome educational and cultural characteristics of immigrant communities. Policy changes are needed to address circumstances outside of farmworkers’ control that affect pesticide exposure.
doi:10.1177/1524839907301409
PMCID: PMC3088730  PMID: 18287581
5.  Screening for iron overload: Lessons from the HEmochromatosis and IRon Overload Screening (HEIRS) Study 
BACKGROUND:
The HEmochromatosis and IRon Overload Screening (HEIRS) Study provided data on a racially, ethnically and geographically diverse cohort of participants in North America screened from primary care populations.
METHODS:
A total of 101,168 participants were screened by testing for HFE C282Y and H63D mutations, and measuring serum ferritin concentration and transferrin saturation. In the present review, lessons from the HEIRS Study are highlighted in the context of the principles of screening for a medical disease as previously outlined by the World Health Organization.
RESULTS:
Genetic testing is well accepted, with minimal risk of discrimination. Transferrin saturation has high biological variability and relatively low sensitivity to detect HFE C282Y homozygotes, which limits its role as a screening test. Symptoms attributable to HFE C282Y homozygosity are no more common in individuals identified by population screening than in control subjects.
CONCLUSIONS:
Generalized population screening in a primary care population as performed in the HEIRS Study is not recommended. There may be a role for focused screening in Caucasian men, with some debate regarding genotyping followed by phenotyping, or phenotyping followed by genotyping.
PMCID: PMC2777090  PMID: 19893773
Haemochromatosis; Hemochromatosis; HFE; Iron overload
6.  Dietary Fat Reduction Behaviors among African American, American Indian, and White Older Adults with Diabetes 
Dietary self-management of diabetes is often difficult for older adults to practice, particularly in rural communities. We describe patterns and correlates of dietary fat reduction among older rural adults with diabetes of any type. In-home interviews were conducted with a multiethnic random sample of 701 adults ≥65 with diabetes from two North Carolina counties. The Fat and Fiber Behavior Questionnaire was used to measure dietary behaviors. Separate multiple linear regressions assessed effects of gender, ethnicity, and diabetes education. In general, scores were more favorable for practices that involved modifying food preparation (e.g., avoiding frying) and less favorable for practices that involved changing foods consumed (e.g., substituting fruits and vegetables as desserts or snacks). American Indians and African Americans had less favorable scores than whites, and diabetes education was associated with greater fat restriction for women than men. Older men and ethnic minorities with diabetes should be targeted for dietary change education.
doi:10.1080/01639360902950158
PMCID: PMC2854545  PMID: 20396599
diabetes; African Americans; American Indians; gender differences; diet; self-management
7.  Clinical manifestations of hemochromatosis in HFE C282Y homozygotes identified by screening 
BACKGROUND:
Patients with hemochromatosis may suffer organ damage from iron overload, often with serious clinical consequences.
OBJECTIVE:
To assess prevalences of self-reported symptoms and clinical signs and conditions in persons homozygous for the hemochromatosis gene (HFE) mutation (C282Y) identified by screening.
METHODS:
Participants were adults 25 years of age or older enrolled in the Hemochromatosis and Iron Overload Screening (HEIRS) Study. C282Y homozygotes (n=282) were compared with control participants without the HFE C282Y or H63D alleles (ie, wild type/wild type; n=364).
RESULTS:
Previously diagnosed C282Y homozygotes and newly diagnosed homozygotes with elevated serum ferritin levels had higher prevalences of certain symptoms such as chronic fatigue (OR 2.8; 95% CI 1.34 to 5.95, and OR 2.0; 95% CI 1.07 to 3.75, respectively), and had more hyperpigmentation on physical examination (OR 4.7; 95% CI 1.50 to 15.06, and OR 3.7; 95% CI 1.10 to 12.16, respectively) and swelling or tenderness of the second and third metacarpophalangeal joints (OR 4.2; 95% CI 1.37 to 13.03, and OR 3.3; 95% CI 1.17 to 9.49, respectively) than control subjects. Joint stiffness was also more common among newly diagnosed C282Y homozygotes with elevated serum ferritin than among control subjects (OR 2.7; 95% CI 1.38 to 5.30). However, the sex- and age-adjusted prevalences of self-reported symptoms and signs of liver disease, heart disease, diabetes and most other major clinical manifestations of hemochromatosis were similar in C282Y homozygotes and control subjects.
CONCLUSIONS:
Some symptoms and conditions associated with hemochromatosis were more prevalent among C282Y homozygotes identified by screening than among control subjects, but prevalences of most outcomes were similar in C282Y homozygotes and controls in this primary care-based study.
PMCID: PMC2661195  PMID: 19018338
Complications; Cross-sectional study; Hemochromatosis; HFE; Iron overload; Prevalence
8.  Complementary and Alternative Medicine Use and Diabetes Self-Management Among Rural Older Adults 
Complementary and alternative medicine (CAM) is a growing form of self-care and is related to other healthy behaviors. This study examines the relationship between CAM use and diabetes self-management. A survey of rural older African American, Native American, and White adults with diabetes was conducted. Data were collected on diabetes self-management domains and general and diabetes-specific CAM use. Some associations were observed, particularly for CAM use and following a healthy eating plan. CAM is part of the health maintenance strategy of rural older adults with diabetes. Further research should examine the health trajectory associated with CAM use in this population.
doi:10.1177/1533210106292461
PMCID: PMC2743492  PMID: 19756166
complementary and alternative medicine; diabetes mellitus; self-management; African Americans; Native Americans
9.  ETHNIC DISPARITIES IN HEALTH-RELATED QUALITY OF LIFE AMONG OLDER RURAL ADULTS WITH DIABETES 
Ethnicity & disease  2007;17(3):471-476.
Diabetes mellitus disproportionately affects ethnic minorities and has serious economic, social, and personal implications. This study examines the effect of diabetes disease burden and social resources on health-related quality of life (HRQOL) among older rural adults with diabetes. Data come from a population-based cross-sectional survey of 701 adults (age ≥65 years) with diabetes in North Carolina from three ethnic groups: African American, Native American, and White. HRQOL was assessed using the 12-item short-form health survey (SF-12). Mean scores were 35.1 ± 11.4 and 50.5 ± 10.8 for the physical and mental components of the SF-12, respectively. In bivariate analyses, scores were significantly lower for Native Americans than Whites for both components. In multivariate analyses, higher physical HRQOL was associated with male sex, greater mobility ability, fewer chronic conditions, exercising vs not exercising, fewer depressive symptoms, and not receiving process assistance. Higher mental HRQOL was associated with greater mobility ability, fewer chronic conditions, and a high school education or more. Diabetes appears to have a substantial effect on physical HRQOL. Physical disability associated with diabetes may have a greater impact in the rural environment than in other areas. Aspects of rural social milieu may help to keep mental HRQOL high, even in the face of severe chronic disease. Ethnic differences in HRQOL are largely accounted for by diabetes disease burden and, to a lesser extent, social resources. Strategies to reduce diabetes-related complications (long term) and assist mobility (short term) may reduce ethnic disparities in HRQOL. (Ethn Dis. 2007;17:471–476)
PMCID: PMC2621317  PMID: 17985500
African Americans; Diabetes; Quality of Life; Native Americans; Rural; Minority Health
10.  Ethnic and Sex Differences in Ownership of Preventive Health Equipment Among Rural Older Adults With Diabetes 
Context
Diabetes self-management is important for achieving successful health outcomes. Different levels of self-management have been reported among various populations, though little is known about ownership of equipment that can enhance accomplishment of these tasks.
Purpose
This study examined diabetes self-management equipment ownership among rural older adults.
Methods
Participants included African American, American Indian, and white men and women 65 years of age and older. Data included equipment ownership overall and by ethnicity and sex across diabetes self-management domains (glucose monitoring, foot care, medication adherence, exercise, and diet). Associations between equipment ownership and demographic and health characteristics were assessed using logistic regression.
Findings
Equipment ownership ranged from 85.0% for blood glucose meters to less than 11% for special socks, modified dishes, and various forms of home exercise equipment. Equipment ownership was associated with ethnicity, living arrangements, mobility, poverty status, and formal education.
Conclusions
Rural older adults with diabetes are at risk because they lack equipment to perform some self-management tasks. Providers should be sensitive to and assist patients in overcoming this barrier.
doi:10.1111/j.1748-0361.2007.00111.x
PMCID: PMC2612629  PMID: 17868240
11.  Predictors of Falls in a Multiethnic Population of Older Rural Adults With Diabetes 
Background
Falls are a recognized danger for older adults with diabetes. Persons in rural communities with diabetes may face additional risks from falling due to environmental and activity differences.
Methods
Data were obtained in a cross-sectional survey of a stratified random sample of 691 community-dwelling adults (42.7% white, 31.4% African American, and 25.9% Native American) at least 65 years old with two or more Medicare claims for diabetes in 1998–2000, living in two rural counties in North Carolina. Falls data were self-reported for the previous year. Demographic data, foot-related symptoms, diabetes medications, and other health characteristics were reported.
Results
Three hundred two persons (43.7%) reported falling at least once, including 171 (26.2%) who experienced two or more (frequent) falls. Frequent fallers were more likely to be male (odds ratio [OR] = 1.76; 95% confidence interval [CI] = 1.17, 2.66), report tingling or numbness in feet (OR = 1.75; 95% CI = 1.13, 2.70), have had a stroke (OR = 1.81; 95% CI = 1.19, 2.76), have longer duration of diabetes (OR = 1.21; 95% CI = 1.00, 1.47), have lower physical functioning (OR = 0.97; 95% CI = 0.96, 0.99) and mobility (OR = 0.89; 95% CI = 0.82, 0.96), and take a greater number of prescription medications (OR = 1.07; 95% CI = 1.01, 1.13).
Conclusions
For rural older adults with diabetes, falls history should be screened to identify those at risk. Further research should investigate unique environmental factors contributing to falls for rural elderly persons.
PMCID: PMC1592639  PMID: 16611707
12.  Complementary and Alternative Medicine Use as Health Self-Management: Rural Older Adults With Diabetes 
Objectives
This study describes complementary and alternative medicine (CAM) use among rural older adults with diabetes, delineates the relationship of health self-management predictors to CAM therapy use, and furthers conceptual development of CAM use within a health self-management framework.
Methods
Survey interview data were collected from a random sample of 701 community dwelling African American, Native American, and White elders residing in two rural North Carolina counties. We summarize CAM use for general use and for diabetes care and use multiple logistic modeling to estimate the effects of health self-management predictors on use of CAM therapies.
Results
The majority of respondents used some form of CAM for general purpose, whereas far fewer used CAM for diabetes care. The most widely used CAM categories were food home remedies, other home remedies, and vitamins. The following health self-management predictors were related to the use of different categories of CAM therapies: personal characteristics (ethnicity), health status (number of health conditions), personal resources (education), and financial resources (economic status).
Discussion
CAM is a widely used component of health self-management among rural among older adults with diabetes. Research on CAM use will benefit from theory that considers the specific behavior and cognitive characteristics of CAM therapies.
PMCID: PMC1622916  PMID: 16497962
13.  Ethnic Disparities in Glycemic Control Among Rural Older Adults with Type 2 Diabetes 
Ethnicity & disease  2005;15(4):656-663.
Glycemic control is a predictor of diabetes-related morbidity and mortality. However, little is known about how well older adults in rural communities, with limited access to self-care resources and specialty care practitioners, control their diabetes. Even less is known about whether minority, older, rural adults are at increased risk for poor glycemic control. We analyzed data from a cross-sectional survey of randomly selected older (≥65 years) adults with type 2 diabetes in rural North Carolina. Participants (N=693) were men and women from three ethnic groups: African American, Native American, and White. Capillary blood samples were collected for HbA1C analysis. HbA1C levels (<7%, 7%–<8%, and ≥8%) were compared across ethnic and gender groups. Two multiple logistic regression models (model 1: personal characteristics; model 2: personal and health characteristics) were used to evaluate potential predictors of HbA1C ≥7%. Overall, 36.4% had HbA1C ≥7%. Native Americans and African-American men had the highest proportion at levels of poor glycemic control (≥7%), and African-American women and White men had the lowest. In bivariate analysis, ethnicity, living arrangements, use of medications for diabetes, having a diabetes-related healthcare visit in the past year, and duration of diabetes were significantly associated with glycemic control. In multivariate analysis (model 1), being Native American, having low income without Medicaid, and being married were associated with poor glycemic control. Adding health characteristics (model 2), longer diabetes duration and diabetes medication therapy were significant predictors. These data indicate that older ethnic minorities in rural communities are at increased risk for diabetes complications and need diabetes management strategies to improve glycemic control.
PMCID: PMC1780265  PMID: 16259490
African Americans; Elderly; Diabetes; Ethnicity; Glycosylated Hemoglobin; Health Disparities; Native Americans; Rural
14.  Self-monitoring of Blood Glucose in a Multiethnic Population of Rural Older Adults With Diabetes 
The Diabetes educator  2005;31(1):84-90.
Purpose
The purpose of the study was to describe self-monitoring of blood glucose (SMBG) practices of 698 older adults with type 2 diabetes in the rural Southeast, to identify characteristics differentiating testers from nontesters, and to identify personal and support-related predictors of monitoring frequency.
Methods
The ELDER (Evaluating Long-term Diabetes Self-management Among Elderly Rural Adults) study was a population-based, cross-sectional survey of African American, Native American, and white Medicare recipients ≥65 years with diagnosed diabetes. Data were obtained through in-home interviews. Multiple logistic regression models were used to identify factors associated with SMBG and frequency of monitoring.
Results
Seventy-seven percent of respondents practiced SMBG in the previous week; 40% tested every day in that week. No ethnic differences were seen. Significant independent predictors of any SMBG were medication regimen (taking oral agents or insulin with or without oral agents) and health care provider (HCP) recommendation to test. Among those monitoring, significant independent predictors of SMBG frequency were medication regimen, HCP recommendation to test, duration of diabetes, and receiving help with testing, which was negatively associated with monitoring frequency.
Conclusions
Among rural older persons with diabetes, HCP recommendation significantly affected practicing SMBG and SMBG frequency. These findings suggest points of intervention by diabetes educators with this vulnerable population. Further research is needed to determine how older adults use SMBG data in their self-care regimen.
PMCID: PMC1630682  PMID: 15779249
15.  Physical Activity Among Rural Older Adults With Diabetes 
Purpose
This analysis describes physical activity levels and factors associated with physical activity in an ethnically diverse (African American, Native American, white) sample of rural older adults with diabetes.
Method
Data were collected using a population-based, cross-sectional stratified random sample survey of 701 community-dwelling elders with diabetes completed in 2 rural North Carolina counties. Outcome measures were as follows: first, physical activity in the past year, and second, days physically active in the prior week (0-7). Potential correlates included personal and health characteristics and were evaluated for statistical significance using logistic regression models.
Findings
About half (52.5%) of the participants stated that they had engaged in physical activity in the past year. Among those, 42.5% stated that they had no days with at least 30 minutes of continuous physical activity in the prior week, while 21.5% reported daily physical activity. Common activities were walking and housework. Correlates of physical activity in the past year and days active in the prior week included measures of physical health and mobility.
Conclusions
Physical activity in this ethnically diverse sample of rural elders with diabetes is limited. Effort must be invested to increase physical activity in these groups.
doi:10.1111/j.1748-0361.2006.00026.x
PMCID: PMC1613260  PMID: 16606429
16.  Diabetes Foot Self-care Practices in a Rural, Triethnic Population 
The Diabetes educator  2005;31(1):75-83.
Purpose
The purposes of this study were to assess the level of foot self-care performed in a rural, multiethnic population of older adults and to identify factors associated with foot self-care.
Methods
The Evaluating Long-term Diabetes Self-management Among Elder Rural Adults study included a random sample of 701 African American, Native American, and white adults from 2 rural North Carolina counties. Participants completed in-home interviews, 5 foot self-care practices from the Summary of Diabetes Self-Care Activities (SDSCA), functional status measures, and measures of education and support for foot care.
Results
Foot care practices/behaviors reported at least 6 days/week ranged from 35.6% for inspecting shoes to 79.2% for not soaking feet. Four independent predictors of the SDSCA summary foot care index score were observed: having been shown how to care for feet (P < .0001), female gender (P = .03), having had a doctor check nerves in feet in past year (P = .02), and not receiving support caring for feet (P = .0425).
Conclusions
These findings indicate that educating patients about foot self-care may encourage routine foot care but that those dependent on either formal or informal support to perform foot care do so less frequently than those who perform it independently.
PMCID: PMC1613259  PMID: 15779248
17.  Primary and Specialty Medical Care Among Ethnically Diverse, Older Rural Adults With Type 2 Diabetes: The ELDER Diabetes Study 
Purpose
Residents in rural communities in the United States, especially ethnic minority group members, have limited access to primary and specialty health care that is critical for diabetes management. This study examines primary and specialty medical care utilization among a rural, ethnically diverse, older adult population with diabetes.
Methods
Data were drawn from a cross-sectional face-to-face survey of randomly selected African American (n = 220), Native American (n = 181), and white (n = 297) Medicare beneficiaries ≥65 years old with diabetes in 2 rural counties in central North Carolina. Participants were asked about utilization of a primary care doctor and of specialists (nutritionist, diabetes specialist, eye doctor, bladder specialist, kidney specialist, heart specialist, foot specialist) in the past year.
Findings
Virtually all respondents (99.0%) reported having a primary care doctor and seeing that doctor in the past year. About 42% reported seeing a doctor for diabetes-related care. On average, participants reported seeing 2 specialists in the past year, and 54% reported seeing >1 specialist. Few reported seeing a diabetes specialist (5.7%), nutritionist (10.9%), or kidney specialist (17.5%). African Americans were more likely than others to report seeing a foot specialist (P<.01), while men were more likely than women to have seen a bladder specialist (P =.02), kidney specialist (P =.001), and heart specialist (P =.004), after adjusting for potential confounders. Predictors of the number of specialists seen include gender, education, poverty status, diabetes medication use, and self-rated health.
Conclusions
These data indicate low utilization of specialty diabetes care providers across ethnic groups and reflect the importance of primary care providers in diabetes care in rural areas.
PMCID: PMC1586168  PMID: 16092292
18.  Prevalence and Correlates of Depressive Symptoms Among Rural Older African Americans, Native Americans, and Whites With Diabetes 
Diabetes care  2005;28(4):823-829.
OBJECTIVE
Depression is associated with morbidity, mortality, and decreased quality of life and is a well-established complication among people with diabetes. Little is known about the prevalence and correlates of depressive symptoms among older adults living in rural communities, particularly among ethnic minority groups, who are at increased risk of developing diabetes and complications.
RESEARCH DESIGN AND METHODS
Data were analyzed from the ELDER (Evaluating Long-term Diabetes Self-management Among Elder Rural Adults) diabetes study in which face-to-face interviews were conducted with 696 older (≥65 years of age) African-American, Native American, and white men and women in two rural counties in central North Carolina.
RESULTS
Using a criterion of ≥9 on a modified CES-D (Center for Epidemiologic Study of Depression) scale, 15.8% of the sample had depressive symptoms. In bivariate analyses, depressive symptomatology was more common among women and individuals who were unmarried and had less than a high school education, fewer financial resources, more chronic conditions, more prescription medications, and lower physical functioning. In multivariate analyses, sex, education, living arrangement, BMI, number of prescription medications, number of chronic conditions, and physical functioning remained significant.
CONCLUSIONS
These results show that older rural adults with diabetes are at high risk for depressive symptoms, regardless of their ethnic group, and that certain demographic and health characteristics are important factors in this association. These findings add to the limited body of knowledge of comorbid depression in this population. Greater attention should be paid to diagnosing and treating this condition by those who provide care to these populations.
PMCID: PMC1592640  PMID: 15793180
19.  Reporting pesticide assessment results to farmworker families: development, implementation, and evaluation of a risk communication strategy. 
Environmental Health Perspectives  2004;112(5):636-642.
The collection of environmental samples presents a responsibility to return information to the affected participants. Explaining complex and often ambiguous scientific information to a lay audience is a challenge. As shown by environmental justice research, this audience frequently has limited formal education, increasing the challenge for researchers to explain the data collected, the risk indicated by the findings, and action the affected community should take. In this study we describe the development and implementation of a risk communication strategy for environmental pesticide samples collected in the homes of Latino/a migrant and seasonal farmworkers in a community-based participatory research project. The communication strategy was developed with community input and was based on face-to-face meetings with members of participating households. Using visual displays of data effectively conveyed information about individual household contamination and placed it in the context of community findings. The lack of national reference data and definitive standards for action necessitated a simplified risk message. We review the strengths and weaknesses of such an approach and suggest areas for future research in risk communication to communities affected by environmental health risks.
PMCID: PMC1241934  PMID: 15064174
20.  Agricultural and residential pesticides in wipe samples from farmworker family residences in North Carolina and Virginia. 
Environmental Health Perspectives  2004;112(3):382-387.
Children of farmworkers can be exposed to pesticides through multiple pathways, including agricultural take-home and drift as well as residential applications. Because farmworker families often live in poor-quality housing, the exposure from residential pesticide use may be substantial. We measured eight locally reported agricultural pesticides and 13 pesticides commonly found in U.S. houses in residences of 41 farmworker families with at least one child < 7 years of age in western North Carolina and Virginia. Wipe samples were taken from floor surfaces, toys, and children's hands. We also collected interview data on possible predictors of pesticide presence, including characteristics of the household residents, cleaning practices, and characteristics of the home. All families were Spanish-speaking, primarily from Mexico. Results indicate that six agricultural and 11 residential pesticides were found in the homes, with agricultural, residential, or both present in 95% of homes sampled. In general, residential pesticides were more commonly found. Presence of both types of pesticides on the floor was positively associated with detection on toys or hands. Agricultural pesticide detection was associated with housing adjacent to agricultural fields. Residential pesticide detection was associated with houses judged difficult to clean. Although the likelihood of agricultural pesticide exposure has been considered high for farmworker families, these results indicate that residential pesticide use and exposure in this population merit further study.
PMCID: PMC1241871  PMID: 14998757
21.  Associations between Single Nucleotide Polymorphisms in Iron-Related Genes and Iron Status in Multiethnic Populations 
PLoS ONE  2012;7(6):e38339.
The existence of multiple inherited disorders of iron metabolism suggests genetic contributions to iron deficiency. We previously performed a genome-wide association study of iron-related single nucleotide polymorphisms (SNPs) using DNA from white men aged ≥25 y and women ≥50 y in the Hemochromatosis and Iron Overload Screening (HEIRS) Study with serum ferritin (SF) ≤12 µg/L (cases) and controls (SF >100 µg/L in men, SF >50 µg/L in women). We report a follow-up study of white, African-American, Hispanic, and Asian HEIRS participants, analyzed for association between SNPs and eight iron-related outcomes. Three chromosomal regions showed association across multiple populations, including SNPs in the TF and TMPRSS6 genes, and on chromosome 18q21. A novel SNP rs1421312 in TMPRSS6 was associated with serum iron in whites (p = 3.7×10−6) and replicated in African Americans (p = 0.0012).Twenty SNPs in the TF gene region were associated with total iron-binding capacity in whites (p<4.4×10−5); six SNPs replicated in other ethnicities (p<0.01). SNP rs10904850 in the CUBN gene on 10p13 was associated with serum iron in African Americans (P = 1.0×10−5). These results confirm known associations with iron measures and give unique evidence of their role in different ethnicities, suggesting origins in a common founder.
doi:10.1371/journal.pone.0038339
PMCID: PMC3382217  PMID: 22761678
22.  Genome-Wide Association Study Identifies Genetic Loci Associated with Iron Deficiency 
PLoS ONE  2011;6(3):e17390.
The existence of multiple inherited disorders of iron metabolism in man, rodents and other vertebrates suggests genetic contributions to iron deficiency. To identify new genomic locations associated with iron deficiency, a genome-wide association study (GWAS) was performed using DNA collected from white men aged ≥25 y and women ≥50 y in the Hemochromatosis and Iron Overload Screening (HEIRS) Study with serum ferritin (SF) ≤ 12 µg/L (cases) and iron replete controls (SF>100 µg/L in men, SF>50 µg/L in women). Regression analysis was used to examine the association between case-control status (336 cases, 343 controls) and quantitative serum iron measures and 331,060 single nucleotide polymorphism (SNP) genotypes, with replication analyses performed in a sample of 71 cases and 161 controls from a population of white male and female veterans screened at a US Veterans Affairs (VA) medical center. Five SNPs identified in the GWAS met genome-wide statistical significance for association with at least one iron measure, rs2698530 on chr. 2p14; rs3811647 on chr. 3q22, a known SNP in the transferrin (TF) gene region; rs1800562 on chr. 6p22, the C282Y mutation in the HFE gene; rs7787204 on chr. 7p21; and rs987710 on chr. 22q11 (GWAS observed P<1.51×10−7 for all). An association between total iron binding capacity and SNP rs3811647 in the TF gene (GWAS observed P = 7.0×10−9, corrected P = 0.012) was replicated within the VA samples (observed P = 0.012). Associations with the C282Y mutation in the HFE gene also were replicated. The joint analysis of the HEIRS and VA samples revealed strong associations between rs2698530 on chr. 2p14 and iron status outcomes. These results confirm a previously-described TF polymorphism and implicate one potential new locus as a target for gene identification.
doi:10.1371/journal.pone.0017390
PMCID: PMC3069025  PMID: 21483845
23.  Depressive Symptoms and Diabetes Self-Management among Rural Older Adults 
Objectives
To assess the association of depressive symptoms with diabetes self-management regimens among older adults with type 2 diabetes in a rural, ethnically diverse community.
Methods
Data from 696 rural older African Americans, American Indians and whites were used to assess depressive symptoms (modified CES-D) and diabetes self-management (physical activity, blood glucose self-monitoring, self foot checks, following a healthful eating plan, and medication adherence).
Results
In bivariate analyses, high CES-D scores were associated with decreased adherence to a healthful eating plan and physical activity, and increased foot checks; the latter 2 remained significant in multivariate analyses.
Conclusions
Older adults with diabetes and depression are less likely to adhere to self-management, increasing their risk of complications.
PMCID: PMC2726973  PMID: 19663750
depressive symptoms; type 2 diabetes; African Americans; American Indians; diabetes self-management

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