David G. Marrero
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The 2013 inaugural recipient of the Bantz-Petronio Translating Research into Practice Award, David G. Marrero is the J.O. Ritchey Endowed Professor of Medicine, Indiana University School of Medicine. His translational research into diabetes identification and management has shown that improving risk factors depends upon tailoring disease management programs to specific populations to better address health disparities. In a practical application of this work, he and his colleagues have developed a tablet-based program that explains what risks of cardiovascular disease an individual person has and then educates on reducing those risks. He also implemented an innovative and successful program at the YMCA to assist in the identification of persons at risk for diabetes followed by educational and behavioral interventions focused on diet and exercise. This program is now the subject of a CMS demonstration project.
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Item Analytical Comparison of the Effectiveness of the Diabetes Prevention Program and Weight Watchers as media to prevent Type II Diabetes via Weight Loss in Different Age Categories(Office of the Vice Chancellor for Research, 2014-04-11) Khan, Abdul Karim; Palmer, Kelly Nicole Brunson; Marrero, David G.Type II Diabetes is a condition in which the body does not utilize insulin properly and causes detrimental symptoms such as glucose build up in the blood, overflown into the urine and passed out of the body without fulfilling the body’s main source of fuel. The Diabetes Prevention Program (DPP) is a multi-center clinical research study aimed to discover modest weight loss methods compared to oral medication (Glucophage) which prevents diabetes. Subsequently, the Health Information and Translational Sciences department at Indiana University School of Medicine uses Weight Watchers, a weight loss program, for participants at risk for Type II Diabetes (pre-diabetic) to monitor their weight and glucose levels. Both programs are investigating ways to justify the same hypothesis using different methods. Both studies aspire to determine the most affective ways for people to lose weight in order to prevent Type II Diabetes. The DPP was an efficacy trial to establish a correlation between weight loss and the risk of Type II Diabetes. Although the DPP successfully proved their hypothesis, the Weight Watchers study provides another approach in the mission of diabetes prevention. By analyzing six months of archived physical measurements data for the Diabetes Prevention Program study and the Weight Watchers study, one can determine how affective each program is in preventing weight loss depending on the age classification. The age groups are compared in fifteen-year intervals for both programs. Although both programs are successful in their mission, the conclusion of which program is more affective is still under continued study.Item Antidepressant Medicine Use and Risk of Developing Diabetes During the Diabetes Prevention Program and Diabetes Prevention Program Outcomes Study(2010-12) Rubin, Richard R.; Ma, Yong; Peyrot, Mark; Marrero, David G.; Price, David W.; Barrett-Connor, Elizabeth; Knowler, William C.; for the Diabetes Prevention Program Research GroupOBJECTIVE To assess the association between antidepressant medicine use and risk of developing diabetes during the Diabetes Prevention Program (DPP) and Diabetes Prevention Program Outcomes Study (DPPOS). RESEARCH DESIGN AND METHODS DPP/DPPOS participants were assessed for diabetes every 6 months and for antidepressant use every 3 months in DPP and every 6 months in DPPOS for a median 10.0-year follow-up. RESULTS Controlled for factors associated with diabetes risk, continuous antidepressant use compared with no use was associated with diabetes risk in the placebo (adjusted hazard ratio 2.34 [95% CI 1.32–4.15]) and lifestyle (2.48 [1.45–4.22]) arms, but not in the metformin arm (0.55 [0.25–1.19]). CONCLUSIONS Continuous antidepressant use was significantly associated with diabetes risk in the placebo and lifestyle arms. Measured confounders and mediators did not account for this association, which could represent a drug effect or reflect differences not assessed in this study between antidepressant users and nonusers.Item Barriers to Insulin Initiation The Translating Research Into Action for Diabetes Insulin Starts Project(2010-04) Karter, Andrew J.; Subramanian, Usha; Saha, Chandan; Crosson, Jesse C.; Parker, Melissa M.; Swain, Bix E.; Moffet, Howard H.; Marrero, David G.OBJECTIVE Reasons for failing to initiate prescribed insulin (primary nonadherence) are poorly understood. We investigated barriers to insulin initiation following a new prescription. RESEARCH DESIGN AND METHODS We surveyed insulin-naïve patients with poorly controlled type 2 diabetes, already treated with two or more oral agents who were recently prescribed insulin. We compared responses for respondents prescribed, but never initiating, insulin (n = 69) with those dispensed insulin (n = 100). RESULTS Subjects failing to initiate prescribed insulin commonly reported misconceptions regarding insulin risk (35% believed that insulin causes blindness, renal failure, amputations, heart attacks, strokes, or early death), plans to instead work harder on behavioral goals, sense of personal failure, low self-efficacy, injection phobia, hypoglycemia concerns, negative impact on social life and job, inadequate health literacy, health care provider inadequately explaining risks/benefits, and limited insulin self-management training. CONCLUSIONS Primary adherence for insulin may be improved through better provider communication regarding risks, shared decision making, and insulin self-management training.Item Center for Pediatric Obesity and Diabetes Prevention Research(Office of the Vice Chancellor for Research, 2015-04-17) Hannon, Tamara S.; Smith, Lisa G.; Carroll, Aaron E.; Marrero, David G.Background To facilitate both research and treatment of obesity in youth who are at especially high risk for diabetes, we have created the Center for Pediatric Obesity and Diabetes Prevention Research. The mission of the center is to advance the health of vulnerable populations through obesity and diabetes prevention research focusing on mechanisms of progression from obesity to type 2 diabetes, defining best practices for obesity/diabetes prevention among youth, and cost-effective translation of the research to the community. Specific Aims 1. To promote the clinical investigation of pathophysiologic mechanisms, diagnosis, and primary prevention of type 2 diabetes among vulnerable youth 2. Foster collaboration and facilitate interdisciplinary research between investigators interested in childhood obesity and diabetes prevention 3. Participate in community-based diabetes prevention research Key Ongoing Collaborative Research Projects Youth Diabetes Prevention Clinic (YDPC) – Patient-Centered Outcomes Project This program is designed to evaluate and assess the needs of adolescents (ages 10 – 21) who have evidence of prediabetes. Our goal is to successfully intervene in the trajectory toward the development of diabetes, and to promote healthy weight-control and improved well-being through an individualized treatment plan. Not only has this allowed us to address a significant unmet clinical need, but also to advance pediatric obesity patient-centered outcomes research and comparative effectiveness research in adolescent obesity / diabetes prevention. Dietary Intervention for Glucose Intolerance in Teens (DIG-IT Study) The objective of this study is to determine the impact on glycemic control, in adolescents who have prediabetes, of an individually-tailored wellness coaching strategy used to modify lifestyle habits. Additionally, the study aims to identify lifestyle factors that drive glycemic control, independent of changes in weight. We are conducting this study in in the Youth Diabetes Prevention Clinic via a collaboration with Dr. Gletsu-Miller (Purdue University). ENCOURAGE Healthy Families Study This is a randomized trial evaluating the comparative effectiveness and costs of an adaptation of the Diabetes Prevention Program (DPP) directed at mothers and their children. The intervention is a group based lifestyle program which we developed and implemented in partnership with the YMCA. We are comparing the ENCOURAGE intervention targeted to 1) mothers who have had gestational diabetes or prediabetes, and 2) mothers who have had GDM or prediabetes along with their school-aged children.Item Changes in Health State Utilities With Changes in Body Mass in the Diabetes Prevention Program(2009-12) Ackermann, Ronald T.; Edelstein, Sharon L.; Narayan, KM Venkat; Zhang, Ping; Engelgau, Michael M.; Herman, William H.; Marrero, David G.Health utilities are measures of health-related quality of life (HRQL) used in cost-effectiveness research. We evaluated whether changes in body weight were associated with changes in health utilities in the Diabetes Prevention Program (DPP) and whether associations differed by treatment assignment (lifestyle intervention, metformin, placebo) or baseline obesity severity. We constructed physical (PCS-36) and mental component summary (MCS-36) subscales and short-form-6D (SF-6D) health utility index for all DPP participants completing a baseline 36-item short form (SF-36) HRQL assessment (N = 3,064). We used linear regression to test associations between changes in body weight and changes in HRQL indicators, while adjusting for other demographic and behavioral variables. Overall differences in HRQL between treatment groups were highly statistically significant but clinically small after 1 year. In multivariable models, weight change was independently associated with change in SF-6D score (increase of 0.007 for every 5 kg weight loss; P < 0.001), but treatment effects independent of weight loss were not. We found no significant interaction between baseline obesity severity and changes in SF-6D with changes in body weight. However, increases in physical function (PCS-36) with weight loss were greater in persons with higher baseline obesity severity. In summary, improvements in HRQL are associated with weight loss but not with other effects of obesity treatments that are unrelated to weight loss. Although improvements in the SF-6D did not exceed commonly reported thresholds for a minimally important difference (0.04), these changes, if causal, could still have a significant impact on clinical cost-effectiveness estimates if sustained over multiple years.Item Comparison of Commercial and Self-Initiated Weight Loss Programs in People With Prediabetes: A Randomized Control Trial(American Public Health Association, 2016-05) Marrero, David G.; Palmer, Kelly N. B.; Phillips, Erin O.; Miller-Kovach, Karen; Foster, Gary D.; Saha, Chandan K.; Medicine, School of MedicineTo determine if a widely available weight-management program (Weight Watchers) could achieve sufficient weight loss in persons with prediabetes compared with a Diabetes Prevention Program-based individual counseling program supported by National Diabetes Education Program materials. METHODS: We conducted an individual, randomized intervention trial in Indianapolis, Indiana, in 2013 to 2014, in 225 persons with prediabetes. We compared the Weight Watchers weight-management program (n = 112) with Your Game Plan to Prevent Type 2 Diabetes, a program developed by the National Diabetes Education Program. Outcomes were weight and metabolic markers measured at baseline, 6 months, and 12 months. RESULTS: Intervention participants lost significantly more weight than controls at 6 months (5.5% vs 0.8%) and 12 months (5.5% vs 0.2%; both P < .001). The intervention group also had significantly greater improvements in hemoglobin A1c and high-density lipoprotein cholesterol level than did controls. CONCLUSIONS: A large weight-management program is effective for achieving lifestyle changes associated with diabetes prevention. Such programs could significantly increase the availability of diabetes prevention programs worldwide making an immediate and significant public health impact.Item Contracting and Monitoring Relationships for Adolescents with Type 1 Diabetes: A Pilot Study(2011-04) Carroll, Aaron E.; DiMeglio, Linda A.; Stein, Stephanie; Marrero, David G.Background: Adolescents are developmentally in a period of transition—from children cared for by their parents to young adults capable of self-care, independent judgment, and self-directed problem solving. We wished to develop a behavioral contract for adolescent diabetes management that addresses some negotiable points of conflict within the parent–child relationship regarding self-monitoring and then assess its effectiveness in a pilot study as part of a novel cell phone–based glucose monitoring system. Methods: In the first phase of this study we used semistructured interview techniques to determine the major sources of diabetes-related conflict in the adolescent–parent relationship, to identify factors that could facilitate or inhibit control, and to determine reasonable goals and expectations. These data were then used to inform development of a behavioral contract that addressed the negotiable sources of conflict between parents and their adolescent. The second phase of this research was a 3-month pilot study to measure how a novel cell phone glucose monitoring system would support the contract and have an effect on glucose management, family conflict, and quality of life. Results: Interviews were conducted with 10 adolescent–caregiver pairs. The major theme of contention was nagging about diabetes management. Two additional themes emerged as points of negotiation for the behavioral contract: glucose testing and contact with the diabetes clinical team. Ten adolescent–parent pairs participated in the pilot test of the system and contract. There was a significant improvement in the Diabetes Self-Management Profile from 55.2 to 61.1 (P < 0.01). A significant reduction in hemoglobin A1c also occurred, from 8.1% at the start of the trial to 7.6% at 3 months (P < 0.04). Conclusions: This study confirms previous findings that mobile technologies do offer significant potential in improving the care of adolescents with type 1 diabetes. Moreover, behavioral contracts may be an important adjunct to reduce nagging and improve outcomes with behavioral changes.Item Correlates of depression among people with diabetes: The Translating Research Into Action for Diabetes (TRIAD) study(Elsevier, 2010-12) Waitzfelder, Beth; Gerzoff, Robert B.; Karter, Andrew J.; Crystal, Stephen; Bair, Mathew J.; Ettner, Susan L.; Brown, Arleen F.; Subramanian, Usha; Lu, Shou-En; Marrero, David; Herman, William H.; Selby, Joseph V.; Dudley, R. Adams; Department of Medicine, Division of General Internal Medicine, IU School of MedicineAim The broad objective of this study was to examine multiple dimensions of depression in a large, diverse population of adults with diabetes. Specific aims were to measure the association of depression with: (1) patient characteristicsItem A Critical Dialogue: Communicating with Type 2 Diabetes Patients about Cardiovascular Risk(2005-12) Roach, Paris; Marrero, David G.Patients with type 2 diabetes mellitus (DM) are at increased risk for cardiovascular disease (CVD), and many patients are inadequately treated for risk factors such as hyperglycemia, hyperlipidemia, hypertension, and smoking. Providing individualized risk information in a clear and engaging manner may serve to encourage both patients and their physicians to intensify risk-reducing behaviors and therapies. This review outlines simple and effective methods for making CVD risk infomation understandable to persons of all levels of literacy and mathematical ability. To allow the patient to understand what might happen and how, personal risk factors should be clearly communicated and the potential consequences of a CVD event should be presented in a graphic but factual manner. Risk calculation software can provide CVD risk estimates, and the resulting information can be made understandable by assigning risk severity (eg, “high”) by comparing clinical parameters with accepted treatment targets and by comparing the individual's risk with that of the “average” person. Patients must also be informed about how they might reduce their CVD risk and be supported in these efforts. Thoughtful risk communication using these techniques can improve access to health information for individuals of low literacy, especially when interactive computer technology is employed. Research is needed to find the best methods for communicating risk in daily clinical practice.Item CTSA 2 Community: www.ctsa2community.org(2011-08-31) Ackermann, Ronald; Hardwick, Emily; Comer, Karen; Hudson, Brenda; Odell, Jere D.; Arenson, Andrew; Barnett, Bill; McGuire, Patrick; Derr, Michelle; Reid, Tisha; Vandergraff, Donna; Marrero, David G.This poster describes the development an accessible, user-driven, and sustainable web resource for community and academic experts working together to identify, adopt, and implement a wide array of community engaged research infrastructures for enhancing community engagement in all forms of clinical and translational research. CTSA2Community aims to be a storage place for valuable resources referring to the set-up and running of a community engagement program. Resources are provided by experts in the field of community engagement.