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Gamification as a tool for enhancing graduate medical education

Nevin, Christa R; Westfall, Andrew O; Rodriguez, J Martin; Dempsey, Donald M; Cherrington, Andrea; Roy, Brita; Patel, Mukesh; Willig, James H
INTRODUCTION/BACKGROUND:The last decade has seen many changes in graduate medical education training in the USA, most notably the implementation of duty hour standards for residents by the Accreditation Council of Graduate Medical Education. As educators are left to balance more limited time available between patient care and resident education, new methods to augment traditional graduate medical education are needed. OBJECTIVES/OBJECTIVE:To assess acceptance and use of a novel gamification-based medical knowledge software among internal medicine residents and to determine retention of information presented to participants by this medical knowledge software. METHODS:We designed and developed software using principles of gamification to deliver a web-based medical knowledge competition among internal medicine residents at the University of Alabama (UA) at Birmingham and UA at Huntsville in 2012-2013. Residents participated individually and in teams. Participants accessed daily questions and tracked their online leaderboard competition scores through any internet-enabled device. We completed focus groups to assess participant acceptance and analysed software use, retention of knowledge and factors associated with loss of participants (attrition). RESULTS:Acceptance: In focus groups, residents (n=17) reported leaderboards were the most important motivator of participation. Use: 16 427 questions were completed: 28.8% on Saturdays/Sundays, 53.1% between 17:00 and 08:00. Retention of knowledge: 1046 paired responses (for repeated questions) were collected. Correct responses increased by 11.9% (p<0.0001) on retest. Differences per time since question introduction, trainee level and style of play were observed. Attrition: In ordinal regression analyses, completing more questions (0.80 per 10% increase; 0.70 to 0.93) decreased, while postgraduate year 3 class (4.25; 1.44 to 12.55) and non-daily play (4.51; 1.50 to 13.58) increased odds of attrition. CONCLUSIONS:Our software-enabled, gamification-based educational intervention was well accepted among our millennial learners. Coupling software with gamification and analysis of trainee use and engagement data can be used to develop strategies to augment learning in time-constrained educational settings.
PMCID:4285889
PMID: 25352673
ISSN: 1469-0756
CID: 5324262

Moving into the neighborhood: thinking beyond individuals to improve cardiovascular health [Comment]

Roy, Brita; Riley, Carley
PMID: 25006186
ISSN: 1941-7705
CID: 5324242

Keep Your Heart Healthy: Engaging Medical Students to Reduce Cardiovascular Disease Risk in Low Income Communities [Meeting Abstract]

Klein, David A; Ducharme-Smith, Allison L; Rassiwala, Jasmine; Shah, Nilay S; Leung, Claudia L; Kim Ashley S; Dahdouh, Raibh; Havas, Stephen
ORIGINAL:0015668
ISSN: 1524-4539
CID: 5273112

Physician underutilization of effective medications for resistant hypertension at office visits in the United States: NAMCS 2006-2010

Fontil, Valy; Pletcher, Mark J; Khanna, Raman; Guzman, David; Victor, Ronald; Bibbins-Domingo, Kirsten
BACKGROUND:The American Heart Association (AHA) published guidelines for treatment of resistant hypertension in 2008 recommending use of thiazide diuretics (particularly chlorthalidone), aldosterone antagonists, and fixed-dose combination medications, but it is unclear the extent to which these guidelines are being followed. OBJECTIVE:To describe trends in physician use of recommended medications for resistant hypertension and assess variations in medication use based on geography, physician specialty and patient characteristics. DESIGN/METHODS:Cross-sectional analysis using the National Ambulatory Medical Care Survey from 2006 to 2010. STUDY SAMPLE/METHODS:We analyzed visits of hypertension patients to family physicians, general internists, and cardiologists. Resistant hypertension was defined as concurrent use of ≥ 4 classes of blood pressure (BP) medications or elevated BP despite the use of ≥ 3 medications. Pregnant patients and visits with diagnosed heart failure or end-stage renal disease were excluded. MAIN OUTCOME/RESULTS:Use of AHA-recommended medications for management of resistant hypertension. RESULTS:Of 19,500 patient visits with hypertension, 1,567 or 7.1 % CI (6.6-7.7 %) met criteria for resistant hypertension. Thiazide diuretic use was reported in 58.9 % of visits pre-guidelines vs. 54.8 % post-guidelines (p = 0.37). Use of aldosterone antagonists was low and also did not change significantly after guideline publication (3.1 % vs. 4.5 %, p = 0.27). Fixed-dose combinations use was 42.0 % before and 37 % after guideline publication (p = 0.29). Each 10-year increase in patient age was associated with lower thiazide use (OR 0.87, CI 0.77-0.97), as was presence of comorbid ischemic heart disease (OR 0.62, CI 0.41-0.94). Medication use did not vary by geography or physician specialty. CONCLUSION/CONCLUSIONS:Use of AHA-recommended medications for resistant hypertension remains low after publication of guidelines. Healthcare systems should encourage more frequent prescribing of these medications to improve care in this high-risk population.
PMCID:3930772
PMID: 24249113
ISSN: 1525-1497
CID: 5234072

Concerns on the precision of the estimation and the quality management of the data [Comment]

Bae, Sunjae; Jang, Insoo; Han, Chang-Ho
PMID: 25196876
ISSN: 1572-0241
CID: 5203622

Cholelithiasis and the risk of liver cancer: results from cohort studies of 134,546 Chinese men and women

Vogtmann, Emily; Shu, Xiao-Ou; Li, Hong-Lan; Chow, Wong-Ho; Yang, Gong; Ji, Bu-Tian; Cai, Hui; Yu, Chang; Gao, Yu-Tang; Zheng, Wei; Xiang, Yong-Bing
BACKGROUND:Cholelithiasis and cholecystectomy have been proposed as risk factors for liver cancer, but findings have been inconsistent. We assessed this association using data from the Shanghai Women's and Men's Health Studies. METHODS:History of cholelithiasis and cholecystectomy were reported at baseline and follow-up interviews, and liver cancer diagnoses were ascertained from the Shanghai Cancer Registry and Vital Statistics Unit. Adjusted hazard ratios (aHRs) and 95% CIs were calculated after adjustment for potential confounders. RESULTS:A history of cholelithiasis and cholecystectomy was reported by 9.5% and 3.6% of participants at baseline, respectively. After a total of 859,882 person-years of follow-up for women and 391,093 for men, incident liver cancer was detected in 160 women and 252 men. A positive association was observed between a history of cholelithiasis or cholecystectomy and liver cancer in men (aHR 1.46; 95% CI 1.02 to 2.07) and women (aHR 1.55; 95% CI 1.06 to 2.26). Similar results were observed for cholelithiasis only, but cholecystectomy did not reach statistical significance. There was no strong evidence for detection bias of liver cancer due to cholelithiasis or cholecystectomy. CONCLUSIONS:Our study suggests that cholelithiasis and possibly cholecystectomy may increase the risk of liver cancer.
PMCID:4140434
PMID: 24574318
ISSN: 1470-2738
CID: 5162422

Arg287Gln variant of EPHX2 and epoxyeicosatrienoic acids are associated with insulin sensitivity in humans

Ramirez, Claudia E; Shuey, Megan M; Milne, Ginger L; Gilbert, Kimberly; Hui, Nian; Yu, Chang; Luther, James M; Brown, Nancy J
Epoxyeicosatrienoic acids (EETs) protect against the development of insulin resistance in rodents. EETs are hydrolyzed to less biologically active diols by soluble epoxide hydrolase (encoded for by EPHX2). Functional variants of EPHX2 encode for enzymes with increased (Lys55Arg) or decreased (Arg287Gln) hydrolase activity. This study tested the hypothesis that variants of EPHX2 are associated with insulin sensitivity or secretion in humans. Subjects participating in metabolic phenotyping studies were genotyped. Eighty-five subjects underwent hyperglycemic clamps. There was no relationship between the Lys55Arg genotype and insulin sensitivity or secretion. In contrast, the EPHX2 287Gln variant was associated with higher insulin sensitivity index (p=0.019 controlling for body mass index and metabolic syndrome). Also, there was an interactive effect of EPHX2 Arg287Gln genotype and body mass index on insulin sensitivity index (p=0.029). There was no relationship between EPHX2 Arg287Gln genotype and acute or late-phase glucose-stimulated insulin secretion, but disposition index was higher in 287Gln carriers compared with Arg/Arg (p=0.022). Plasma EETs correlated with insulin sensitivity index (r=0.64, p=0.015 for total EETs) and were decreased in the metabolic syndrome. A genetic variant that results in decreased soluble epoxide hydrolase activity is associated with increased insulin sensitivity, as are higher EETs.
PMCID:4253976
PMID: 25173047
ISSN: 1098-8823
CID: 5162332

Dietary sodium restriction decreases insulin secretion without affecting insulin sensitivity in humans

Luther, James M; Byrne, Loretta M; Yu, Chang; Wang, Thomas J; Brown, Nancy J
CONTEXT/BACKGROUND:Interruption of the renin-angiotensin-aldosterone system prevents incident diabetes in high-risk individuals, although the mechanism remains unclear. OBJECTIVE:To test the hypothesis that activation of the endogenous renin-angiotensin-aldosterone system or exogenous aldosterone impairs insulin secretion in humans. DESIGN/METHODS:We conducted a randomized, blinded crossover study of aldosterone vs vehicle and compared the effects of a low-sodium versus a high-sodium diet. SETTING/METHODS:Academic clinical research center. PARTICIPANTS/METHODS:Healthy, nondiabetic, normotensive volunteers. INTERVENTIONS/METHODS:Infusion of exogenous aldosterone (0.7 μg/kg/h for 12.5 h) or vehicle during low or high sodium intake. Low sodium (20 mmol/d; n = 12) vs high sodium (160 mmol/d; n = 17) intake for 5-7 days. MAIN OUTCOME MEASURES/METHODS:Change in acute insulin secretory response assessed during hyperglycemic clamps while in sodium balance during a low-sodium vs high-sodium diet during aldosterone vs vehicle. RESULTS:A low-sodium diet increased endogenous aldosterone and plasma renin activity, and acute glucose-stimulated insulin (-16.0 ± 5.6%; P = .007) and C-peptide responses (-21.8 ± 8.4%; P = .014) were decreased, whereas the insulin sensitivity index was unchanged (-1.0 ± 10.7%; P = .98). Aldosterone infusion did not affect the acute insulin response (+1.8 ± 4.8%; P = .72) or insulin sensitivity index (+2.0 ± 8.8%; P = .78). Systolic blood pressure and serum potassium were similar during low and high sodium intake and during aldosterone infusion. CONCLUSIONS:Low dietary sodium intake reduces insulin secretion in humans, independent of insulin sensitivity.
PMCID:4184066
PMID: 25029426
ISSN: 1945-7197
CID: 5162322

Dipeptidyl-peptidase 4 inhibition and the vascular effects of glucagon-like peptide-1 and brain natriuretic peptide in the human forearm

Devin, Jessica K; Pretorius, Mias; Nian, Hui; Yu, Chang; Billings, Frederic T; Brown, Nancy J
BACKGROUND:Dipeptidyl-peptidase 4 (DPP4) inhibitors improve glycemic control in patients with diabetes mellitus by preventing the degradation of glucagon-like peptide-1 (GLP-1). GLP-1 causes vasodilation in animal models but also increases sympathetic activity; the effect of GLP-1 in the human vasculature and how it is altered by DPP4 inhibition is not known. DPP4 also degrades the vasodilator brain natriuretic peptide (BNP) to a less potent metabolite. This study tested the hypothesis that DPP4 inhibition potentiates the vasodilator responses to GLP-1 and BNP in the human forearm. METHOD AND RESULTS/RESULTS:Seventeen healthy subjects participated in this randomized, double-blinded, placebo-controlled crossover study. On each study day, subjects received DPP4 inhibitor (sitagliptin 200 mg by mouth) or placebo. Sitagliptin increased forearm blood flow and decreased forearm vascular resistance without affecting mean arterial pressure and pulse. GLP-1 and BNP were infused in incremental doses via brachial artery. Venous GLP-1 concentrations were significantly higher during sitagliptin use, yet there was no effect of GLP-1 on forearm blood flow in the presence or absence of sitagliptin. BNP caused dose-dependent vasodilation; however, sitagliptin did not affect this response. GLP-1 and BNP had no effect on net norepinephrine release. CONCLUSIONS:These data suggest that GLP-1 does not act as a direct vasodilator in humans and does not contribute to sympathetic activation. Sitagliptin does not regulate vascular function in healthy humans by affecting the degradation of GLP-1 and BNP. CLINICAL TRIAL REGISTRATION URL/BACKGROUND:www.clinicaltrials.gov/ Unique identifier: NCT01413542.
PMCID:4310400
PMID: 25158865
ISSN: 2047-9980
CID: 5161722

Heme Oxygenase-1 and Acute Kidney Injury following Cardiac Surgery

Billings, Frederic T; Billings, Frederic T; Yu, Chang; Byrne, John G; Petracek, Michael R; Pretorius, Mias
BACKGROUND:Intraoperative hemolysis and inflammation are associated with acute kidney injury (AKI) following cardiac surgery. Plasma-free hemoglobin induces heme oxygenase-1 (HO-1) expression. HO-1 degrades heme but increases in experimental models of AKI. This study tested the hypothesis that plasma HO-1 concentrations are associated with intraoperative hemolysis and are increased in patients that develop AKI following cardiac surgery. METHODS:We measured plasma HO-1, free hemoglobin, and inflammatory markers in 74 patients undergoing cardiopulmonary bypass (CPB). AKI was defined as an increase in serum creatinine concentration of 50% or 0.3 mg/dl within 72 h of surgery. RESULTS:Twenty-eight percent of patients developed AKI. HO-1 concentrations increased from 4.2 ± 0.2 ng/ml at baseline to 6.6 ± 0.5 ng/ml on postoperative day (POD) 1 (p < 0.001). POD1 HO-1 concentrations were 3.1 ng/ml higher (95% CI 1.1-5.1) in AKI patients, as was the change in HO-1 from baseline to POD1 (4.4 ± 1.3 ng/ml in AKI patients vs. 1.5 ± 0.3 ng/ml in no-AKI patients, p = 0.006). HO-1 concentrations remained elevated in AKI patients even after controlling for AKI risk factors and preoperative drug therapy. Peak-free hemoglobin concentrations correlated with peak HO-1 concentrations on POD1 in patients that developed AKI (p = 0.02). Duration of CPB and post-CPB IL-6 and IL-10 concentrations were also associated with increased HO-1 on POD1. CONCLUSION/CONCLUSIONS:Plasma HO-1 is increased in patients that develop AKI, and CPB duration, hemolysis, and inflammation are associated with increased HO-1 concentrations following cardiac surgery. Strategies that alter hemolysis and HO-1 expression during cardiac surgery may affect risk for AKI.
PMID: 24847330
ISSN: 1664-3828
CID: 5162082