Background: Concerns for side-effects makes the identification of treatment targets of hypertension in the very elderly challenging. We sought to utilize natural language processing (NLP) to evaluate the prevalence of prespecified side-effects in a cohort of very elderly (≥80 years) patients. Methods and Results: We conducted a two-year, cross-sectional study involving 5169 very elderly patients with and without hypertension seen by primary or specialist providers. Hypertension patients had to have a prior hypertension ICD-9 code in the electronic medical records problem list and ≥2 office visits in 2008 and 2009. We used NLP to analyze extracted free text reports from last clinic visits between 2008 and 2009. Of the 10 prespecified side-effects, hypotension, fatigue, and dizziness were the commonest three conditions and hypotension was significantly higher in the HTN patients. Of the 2835 patients with no prior hypertension history and 2334 hypertension patients identified, the prevalence of each prespecified item in both groups were: acute renal failure (0.3% v 0.6%, p=0.13); syncope (2.8% v 2.2%, p = 0.17), dizziness (3.1% v 4.0%, p=0.09), history of fall (1.0% v 0.9%, p=0.65), fatigue (5.4% v 4.5%, p=0.19), femoral neck fracture (0.18% v 0.04%, p=0.16), palpitations (1.2% v 1.5%, p=0.35), hypotension (4.1% v 6.6%, p<0.001), hyperkalemia (1.1% v 1.7%, p=0.04), hypokalemia (0.4% v 0.9%, p=0.01). At least one presumed side-effect was present in 17.5% of all 5169 patients. Among hypertension patients, there was no significant difference in the prevalence of the side-effects among patients with BP above (578) or below 140/90 (1756) except for acute renal failure (1.21% vs 0.40%, p = 0.03). Conclusion: Analysis of free-text outpatient notes using NLP showed that hypotension and potassium abnormalities were significantly more prevalent in very elderly patients with hypertension compared to similarly aged patients with no hypertension history.
Abstract 309: Prioritizing Blood Pressure Measurements Results In Improved Hypertension Control
Background: Blood pressure (BP) measurement is a national core quality measure for hypertension care and hypertension control rates remain a major performance measure. It remains unclear whether improving measurement directly results in better control rates in hypertension management. Purpose: To utilize electronic medical records to explore the relationship between measurement of blood pressure and hypertension control rates among 4 eligible primary care providers groups - Primary Care Internal Medicine (PCIM), Family medicine (FM), General Internal Medicine (GIM), Preventive Medicine (PREV) - and 2 eligible specialist groups - Cardiology (CARD), Nephrology (NEPH) at an academic group medical practice. Methods: A two year cross sectional study involving adults seen by eligible primary or specialist providers at 2 or more office visits with a hypertension ICD-9 code in two years with at least one office visit in the measurement year. We measured the proportion of patients who had their BP measured at their last hypertension visit (LHV) in 2009 and 2010. We compared measurement rates with control rates as defined by the proportion of hypertension patients with BP < 140/90 mmHg at their LHV. Results: In 2009, 84.2% of 17989 patients (95% CI 83.6 - 84.7%) had their BP measured at their LHV compared to 85.3% (95% CI 84.8 - 85.8%) of 17992 patients in 2010, an increase of 1.2% (p=0.0026). Measurement rates varied widely across the different provider groups. PCIM, a high performing group, had significant improvement in measurement rates from 2009 to 2010 and demonstrated improvement in control rates. Lower performing groups, Nephrology and GIM, had significant improvement in measurement but did not see a direct translation to improved control rates. There was an associated worsening of the control rates for Preventive medicine along with a decrease in the measurement rates from 2009 to 2010. Conclusion: High BP measurement rates are associated with high hypertension control rates. Prioritizing BP measurement may result in improved intermediate outcomes in hypertension management.
Abstract 15348: Higher Mortality in Patients with Undiagnosed Hypertension: Is the Electronic Medical Record the Key to Their Identification?
Introduction: Patients with hypertension (HTN) may remain undiagnosed as the diagnosis requires systolic blood pressure (SBP) ≥ 140 mmHg or diastolic blood pressure (DBP) ≥ 90 mmHg on ≥ 2 different occasions. Hypothesis: We sought to evaluate outcomes of patients without diagnosed hypertension who have elevated BP meeting current thresholds for hypertension on 2 consecutive episodes. Methods: Together with retrospective billing and clinical data, electronic records of all outpatient visits in 2009 were used to identify 24,277 patients with 2 consecutive visits (2CHBP) with SBP ≥ 140mmHg or DBP ≥ 90 mmHg and were compared with a previously identified cohort of 53,998 known hypertension patients. Among the 2CHBP group, 6,071 (25%) were identified without a prior diagnosis of hypertension and were categorized as undiagnosed hypertension. They were compared with patients with known hypertension who had ≥ 1 visit in 2009. Cross-sectional analysis of cardiovascular comorbidities and proportional hazards for survival were done. Results: Of 5,978 undiagnosed HTN patients, 49% were female compared to 51% of 10,311 known HTN. In the undiagnosed HTN group, 19.5% were ≥ 80 years compared to 30.4% of known HTN patients. Cardiovascular comorbidities were generally lower in the undiagnosed HTN group compared to the known HTN group - heart failure (7% v 8%; OR 0.88, 95% CI: 0.77 - 0.99; p < 0.038), atrial fibrillation (11% v 12%, OR 0.88 95% CI 0.79 - 0.97) and coronary artery disease (17% v 26%, OR 0.57 95% CI 0.52 - 0.61). However after a four year followup, mortality was higher in the undiagnosed HTN group with unadjusted hazard ratio HR 1.4 (95% CI 1.29 - 1.60, p<0.0001) and HR 2.41 (2.16 -2.68, p<0.0001) when adjusted for age, sex, heart failure and diabetes. Conclusions: Over a quarter of patients meeting current thresholds on 2 consecutive visits did not carry a known diagnosis of hypertension. Although younger and with less cardiovascular comorbidities than those with diagnosed hypertension, mortality after 4 years was significantly higher in those with undiagnosed hypertension. Electronic records can be used to identify these high risk patients.
Maternal vitamin D supplementation to optimize the vitamin D status of breastfed infants
Vitamin D supplementation of breastfed infants is recommended because breast milk levels are low. We sought to determine if maternal supplementation would increase breast milk levels to achieve sufficiency in their infants. Forty mothers with exclusively breastfed infants were randomized to receive oral cholecalciferol (vitamin D3) 5000 IU/d for 28 days or 150,000 IU once. Maternal serum, breast milk and urine were collected on days 0, 1, 3, 7, 14 and 28 and infant serum on days 0 and 28. In mothers receiving daily vitamin D, serum and breast milk cholecalciferol attained steady levels of 18 and 8 ng/ml, respectively, from day 3 through 28. In mothers given the single dose, serum and breast milk cholecalciferol peaked at 160 and 40 ng/ml, respectively at day 1, before rapidly declining. Breast milk and maternal serum cholecalciferol were related (r=0.87). Infant serum 25OHD (mean±SD) increased from 17±13 to 39±6 ng/ml in the single dose group and from 16±12 to 39±12 ng/ml in the daily dose group (P= 0.88). All infants achieved sufficient 25OHD serum levels (≥20ng/mL). This study suggests that maternal supplementation can achieve sufficient infant serum levels of 25OHD via breastfeeding. A large single dose of vitamin D was equivalent to daily dosing for optimizing infant vitamin D status. This research was funded by the National Center for Research Resources and Mayo Clinic. Grant Funding Source : NCRR and Mayo Clinic
A model predicting short-term mortality in patients with advanced liver cirrhosis and concomitant infection
Abstract Infection is a common cause of death in patients with advanced cirrhosis. We aimed to develop a predictive model in Child–Turcotte–Pugh (CTP) class C cirrhotics hospitalized with infection for optimizing treatment and improving outcomes. Clinical information was retrospectively abstracted from 244 patients at Tianjin Third Central Hospital, China (cohort 1). Factors associated with mortality were determined using logistic regression. The model for predicting 90-day mortality was then constructed by decision tree analysis. The model was further validated in 91 patients at Mayo Clinic, Rochester, MN (cohort 2) and 82 patients at Seoul St. Mary's Hospital, Korea (cohort 3). The predictive performance of the model was compared with that of the CTP, model for end-stage liver disease (MELD), MELD-Na, Chronic Liver Failure–Sequential Organ Failure Assessment, and the North American consortium for the Study of End-stage Liver Disease (NACSELD) models. The 3-month mortality was 58%, 58%, and 54% in cohort 1, 2, and 3, respectively. In cohort 1, respiratory failure, renal failure, international normalized ratio, total bilirubin, and neutrophil percentage were determinants of 3-month mortality, with odds ratios of 16.6, 3.3, 2.0, 1.1, and 1.03, respectively (P < .05). These parameters were incorporated into the decision tree model, yielding area under receiver operating characteristic (AUROC) of 0.804. The model had excellent reproducibility in the U.S. (AUROC 0.808) and Korea cohort (AUROC 0.809). The proposed model has the highest AUROC and best Youden index of 0.488 and greatest overall correctness of 75%, compared with other models evaluated. The proposed model reliably predicts survival of advanced cirrhotics with infection in both Asian and U.S. populations.
Ia Diastolic Dysfunction: An Echocardiographic Grade
ObjectiveTo demonstrate that a distinct group of patients with Grade Ia diastolic dysfunction who do not conform to present ASE/ESE diastolic grading exists.Method and ResultsEchocardiographic and demographic data of the Grade Ia diastolic dysfunction were extracted and compared with that of Grades I and II in 515 patients. The mean of age of the cohort was 75 ± 9 years and body mass index did not differ significantly between the 3 groups (P = 0.45). Measurements of left atrial volume index (28.58 ± 7 mL/m2 in I, 33 ± 10 mL/m2 in Ia, and 39 ± 12 mL/m2 in II P < 0.001), isovolumic relaxation time (IVRT) (100 ± 17 msec in I, 103 ± 21 msec in Ia, and 79 ± 15 msec in II P < 0.001), deceleration time (248 ± 52 msec in I, 263 ± 58 msec in Ia, and 217 ± 57 msec in II P < 0.001), medial E/e′ (10 ± 3 in I, 18 ± 5.00 in Ia, and 22 ± 8 in II), and lateral E/e′ (8 ± 3 in I, 15 ± 6 in Ia, and 18 ± 9 in II P < 0.001) were significantly different in grade Ia compared with I and II. These findings remained significant even after adjusting for age, gender, diabetes, and smoking.ConclusionPatients with echocardiographic characteristics of relaxation abnormality (E/A ratio of <0.8) and elevated filling pressures (septal E/e′ ≥15, lateral E/e′ ≥12, average E/e′ ≥13) should be graded as a separate Grade Ia group.
Vitamin D levels and left ventricular diastolic function
Objective To determine the association between serum vitamin D level and left ventricular (LV) diastolic dysfunction. Background Vitamin D deficiency has been shown in observational and prospective studies to be associated with cardiovascular diseases including coronary artery disease, LV hypertrophy and systolic heart failure. Even though diastolic LV dysfunction is an early manifestation of cardiac disease, there is no study that examines whether a deficiency of vitamin D is associated with LV diastolic dysfunction. Method A retrospective observational review of 1011 patients (679 women) was conducted to examine if low 25-OH-vitamin D levels were associated with LV diastolic dysfunction. Results All the LV diastolic dysfunction parameters: left atrial volume index, E/e', e' velocity, LV mass index and deceleration time were not significantly different between patients with 25-OH vitamin D level ≤20 ng/mL vs 25-OH vitamin D level >20 ng/mL. Conclusions Despite growing medical literature suggesting vitamin D deficiency is associated with cardiovascular disease, in this present study there is no significant association of vitamin D levels and LV diastolic performance, including left atrial volume index.
The Charlson Comorbidity Index Score as a Predictor of 30-Day Mortality After Hip Fracture Surgery
This study is a retrospective chart review to determine the association of Charlson Comorbidity Index (CCI), age, body mass index (BMI), and admission glucose with the incidence of postoperative 30-day mortality in older patients undergoing hip fracture surgery from January 1, 2000, to June 30, 2002. A total of 40 (8%) of 485 eligible patients died within 30 days after hip fracture surgery. The factors associated with 30-day mortality were age > 90 years (odds ratio [OR] = 2.74; confidence interval [CI] = 1.27-5.95; P = .012), BMI < 18.5 (OR = 3.98; CI 1.48-10.65; P = .006), and CCI ≥ 6 (OR = 2.6; CI = 1.20-5.65; P = .015). There was no relationship between admission glucose concentration and 30-day mortality. Advanced age, low BMI, and high CCI can be identified prospectively and are independently associated with postoperative 30-day mortality in older, chronically ill patients.