Administrative data have been used to identify patients with various diseases, yet no prior study... more Administrative data have been used to identify patients with various diseases, yet no prior study has determined the utility of International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM)-based codes to identify CLI patients. CLI cases (n=126), adjudicated by a vascular specialist, were carefully defined and enrolled in a hospital registry. Controls were frequency matched to cases on age, sex and admission date in a 2:1 ratio. ICD-9-CM codes for all patients were extracted. Algorithms were developed using frequency distributions of these codes, risk factors and procedures prevalent in CLI. The sensitivity for each algorithm was calculated and applied within the hospital system to identify CLI patients not included in the registry. Sensitivity ranged from 0.29 to 0.92. An algorithm based on diagnosis and procedure codes exhibited the best overall performance (sensitivity of 0.92). Each algorithm had differing CLI identification characteristics based on patient location. Administrative data can be used to identify CLI patients within a health system. The algorithms, developed from these data, can serve as a tool to facilitate clinical care, research, quality improvement, and population surveillance.
Clinical and applied thrombosis/hemostasis : official journal of the International Academy of Clinical and Applied Thrombosis/Hemostasis, 2014
Aspirin (ASA) is recommended for the prevention of cardiovascular disease; however, the complianc... more Aspirin (ASA) is recommended for the prevention of cardiovascular disease; however, the compliance is low. Reported use may not reflect actual use. Serum thromboxane B2 (STxB2) measurement was evaluated to validate reported ASA use. Males aged 45 to 79 years and females aged 55 to 79 years completed a survey and STxB2 measurement (Thromboxane B2 EIA Kit; Cayman Chemical, Ann Arbor, Michigan). The 107 patients were grouped by use of ASA (56 ASA+ and 51 ASA-) and possible interfering medications (INT) such as nonsteroidal anti-inflammatory drugs. The STxB2 levels (ng/mL) were significantly lower in ASA users: ASA+ INT- 3.0 (0.7, 8.4), ASA+ INT+ 2.0 (0.8, 4.9), ASA- INT+ 176 (75, 390), and ASA- INT- 271 (199, 366). The INT use did not cause a significant difference in STxB2 levels. A STxB2 cut point of 25 ng/mL had high sensitivity (94.1%) and specificity (91.1%) for ASA use. The STxB2 was a reliable marker of ASA use and could be used to confirm ASA exposure in population-based health...
Funnel plots, and tests for funnel plot asymmetry, have been widely used to examine bias in the r... more Funnel plots, and tests for funnel plot asymmetry, have been widely used to examine bias in the results of meta-analyses. Funnel plot asymmetry should not be equated with publication bias, because it has a number of other possible causes. This article describes how to interpret funnel plot asymmetry, recommends appropriate tests, and explains the implications for choice of meta-analysis model
Peripheral artery disease (PAD) is a major cause of cardiovascular ischemic events and amputation... more Peripheral artery disease (PAD) is a major cause of cardiovascular ischemic events and amputation. Knowledge gaps exist in defining and measuring key factors that predict these events. The objective of this study was to assess whether duration of limb ischemia would serve as a major predictor of limb and patient survival. The FReedom from Ischemic Events: New Dimensions for Survival (FRIENDS) registry enrolled consecutive patients with limb-threatening peripheral artery disease at a single tertiary care hospital. Demographic information, key clinical care time segments, functional status and use of revascularization, and pharmacotherapy data were collected at baseline, and vascular ischemic events, cardiovascular mortality, and all-cause mortality were recorded at 30 days and 1 year. A total of 200 patients with median (interquartile range) age of 76 years (65-84 years) were enrolled in the registry. Median duration of limb ischemia was 0.75 days for acute limb ischemia (ALI) and 61 days for chronic critical limb ischemia (CLI). Duration of limb ischemia of <12, 12 to 24, and >24 hours in patients with ALI was associated with much higher rates of first amputation (P = .0002) and worse amputation-free survival (P = .037). No such associations were observed in patients with CLI. For individuals with ischemic symptoms <14 days, prolonged limb ischemia is associated with higher 30-day and 1-year amputation, systemic ischemic event rates, and worse amputation-free survival. No such associations are evident for individuals with chronic CLI. These data imply that prompt diagnosis and revascularization might improve outcomes for patients with ALI.
Atrial fibrillation (AF) is associated with increased risk of hospitalization. Little is known ab... more Atrial fibrillation (AF) is associated with increased risk of hospitalization. Little is known about the impact of AF on utilization of noninpatient health care or about sex or race differences in AF-related utilization. We examined rates of inpatient and outpatient utilization by AF status in the Atherosclerosis Risk in Communities study. Participants with incident AF enrolled in fee-for-service Medicare for at least 12 continuous months between 1991 and 2009 (n=932) were matched on age, sex, race and field center with up to 3 participants without AF (n=2729). Healthcare utilization was ascertained from Medicare claims and classified by primary International Classification of Diseases, ninth revision code. The average annual numbers of days hospitalized were 13.2 (95% CI 11.6 to 15.0) and 2.8 (95% CI 2.5 to 3.1) for those with and without AF, respectively. The corresponding numbers of annual outpatient claims were 53.3 (95% CI 50.5 to 56.3) and 22.9 (95% CI 22.1 to 23.8) for those ...
Atrial fibrillation (AF) frequently coexists in the setting of myocardial infarction (MI), being ... more Atrial fibrillation (AF) frequently coexists in the setting of myocardial infarction (MI), being associated with increased mortality. Nonetheless, temporal trends in the occurrence of AF complicating MI and in the prognosis of these patients are not well described. We examined temporal trends in prevalence of AF in the setting of MI and the effect of AF on prognosis in the community. We studied a population-based sample of 20,049 validated first-incident nonfatal hospitalized MIs among 35- to 74-year old residents of 4 communities in the Atherosclerosis Risk in Communities (ARIC) Study from 1987 through 2009. Prevalence of AF in the setting of MI increased from 11% to 15% during the 23-year study period. The multivariable adjusted odds ratio for prevalent AF, per 5-year increment, was 1.11 (95% confidence interval 1.04 to 1.19). Overall, in patients with MI, AF was associated with increased 1-year case fatality (odds ratio 1.47, 95% confidence interval 1.07 to 2.01) compared with th...
The safety of β-blockers in patients with isolated right ventricular failure because of pulmonary... more The safety of β-blockers in patients with isolated right ventricular failure because of pulmonary arterial hypertension (PAH) is unclear. We studied 564 PAH patients (total cohort) referred to our center from 1982 to 2013. Propensity score-matching was used to match pairs of PAH patients with and without β-blocker use (matched cohort). We compared all-cause mortality between the groups in the total cohort and the matched cohort using bootstrap validation, Kaplan-Meier, and Cox proportional hazard analyses. Seventy-one of the 564 patients in the total cohort were on β-blockers. They were older, had higher prevalence of comorbidities, and were more often on diuretics, digoxin, and angiotensin converting enzyme inhibitors. The severity of PAH and right ventricular failure was similar between those with and without β-blocker use. After propensity matching, 63 patients with β-blocker use were compared with 51 patients without β-blocker use. During a median follow-up time of 4.8 years, th...
-The safety of beta-blockers in patients with isolated right ventricular failure (RVF) due to pul... more -The safety of beta-blockers in patients with isolated right ventricular failure (RVF) due to pulmonary arterial hypertension (PAH) is unclear.
The Journal of Heart and Lung Transplantation, 2014
Advanced heart failure teams are often faced with the decision of whether or not to offer a left ... more Advanced heart failure teams are often faced with the decision of whether or not to offer a left ventricular assist device (LVAD) to patients who have end-stage heart failure and recent or ongoing substance abuse. The outcomes of these patients after LVAD implantation are unknown. Baseline predictors and outcomes were collected and analyzed from patients with active substance abuse and a cohort of patients without active substance abuse matched for age, INTERMACS profile and year of implantation. The primary outcome was all-cause mortality. Secondary outcomes included rates of listing for cardiac transplantation, transplantation and chronic drive-line infection. The cohort consisted of 20 consecutive LVAD recipients with active substance abuse and 40 recipients without active substance abuse. During a median follow-up period of 2.3 years (IQR 1.4 to 3.6), the substance abuse group had 3.2 times the rate (hazard) of death compared with a matched cohort (HR 3.2, 95% CI 1.2 to 8.0, p < 0.05). Furthermore, the rate of listing for transplant was 69% lower (rate ratio 0.31, p < 0.0005), rate of cardiac transplant was 89% lower (rate ratio 0.11, p < 0.0005), and risk of chronic drive-line infection was 5.4 times higher (rate ratio 5.4, p < 0.0005) in the substance abuse group. Active substance abuse in patients who received an LVAD was associated with increased mortality and overall poor outcomes. Larger scale data will be needed to confirm these findings and to inform decision-making in this population.
Journal of the American College of Cardiology, 2010
... FRIENDS Investigators Darragh Flannery, Yale L. Wang, Peter B. Alden, Alan T. Hirsch, on beha... more ... FRIENDS Investigators Darragh Flannery, Yale L. Wang, Peter B. Alden, Alan T. Hirsch, on behalf of the James M. Peacock, Alexander S. Tretinyak, Adnan Z. Rizvi, Timothy D. Henry, M. Hong H. Keo, Sue Duval, Iris Baumgartner, Niki C. Oldenburg, Michael R. Jaff, ISCHEMIA ...
Administrative data have been used to identify patients with various diseases, yet no prior study... more Administrative data have been used to identify patients with various diseases, yet no prior study has determined the utility of International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM)-based codes to identify CLI patients. CLI cases (n=126), adjudicated by a vascular specialist, were carefully defined and enrolled in a hospital registry. Controls were frequency matched to cases on age, sex and admission date in a 2:1 ratio. ICD-9-CM codes for all patients were extracted. Algorithms were developed using frequency distributions of these codes, risk factors and procedures prevalent in CLI. The sensitivity for each algorithm was calculated and applied within the hospital system to identify CLI patients not included in the registry. Sensitivity ranged from 0.29 to 0.92. An algorithm based on diagnosis and procedure codes exhibited the best overall performance (sensitivity of 0.92). Each algorithm had differing CLI identification characteristics based on patient location. Administrative data can be used to identify CLI patients within a health system. The algorithms, developed from these data, can serve as a tool to facilitate clinical care, research, quality improvement, and population surveillance.
Clinical and applied thrombosis/hemostasis : official journal of the International Academy of Clinical and Applied Thrombosis/Hemostasis, 2014
Aspirin (ASA) is recommended for the prevention of cardiovascular disease; however, the complianc... more Aspirin (ASA) is recommended for the prevention of cardiovascular disease; however, the compliance is low. Reported use may not reflect actual use. Serum thromboxane B2 (STxB2) measurement was evaluated to validate reported ASA use. Males aged 45 to 79 years and females aged 55 to 79 years completed a survey and STxB2 measurement (Thromboxane B2 EIA Kit; Cayman Chemical, Ann Arbor, Michigan). The 107 patients were grouped by use of ASA (56 ASA+ and 51 ASA-) and possible interfering medications (INT) such as nonsteroidal anti-inflammatory drugs. The STxB2 levels (ng/mL) were significantly lower in ASA users: ASA+ INT- 3.0 (0.7, 8.4), ASA+ INT+ 2.0 (0.8, 4.9), ASA- INT+ 176 (75, 390), and ASA- INT- 271 (199, 366). The INT use did not cause a significant difference in STxB2 levels. A STxB2 cut point of 25 ng/mL had high sensitivity (94.1%) and specificity (91.1%) for ASA use. The STxB2 was a reliable marker of ASA use and could be used to confirm ASA exposure in population-based health...
Funnel plots, and tests for funnel plot asymmetry, have been widely used to examine bias in the r... more Funnel plots, and tests for funnel plot asymmetry, have been widely used to examine bias in the results of meta-analyses. Funnel plot asymmetry should not be equated with publication bias, because it has a number of other possible causes. This article describes how to interpret funnel plot asymmetry, recommends appropriate tests, and explains the implications for choice of meta-analysis model
Peripheral artery disease (PAD) is a major cause of cardiovascular ischemic events and amputation... more Peripheral artery disease (PAD) is a major cause of cardiovascular ischemic events and amputation. Knowledge gaps exist in defining and measuring key factors that predict these events. The objective of this study was to assess whether duration of limb ischemia would serve as a major predictor of limb and patient survival. The FReedom from Ischemic Events: New Dimensions for Survival (FRIENDS) registry enrolled consecutive patients with limb-threatening peripheral artery disease at a single tertiary care hospital. Demographic information, key clinical care time segments, functional status and use of revascularization, and pharmacotherapy data were collected at baseline, and vascular ischemic events, cardiovascular mortality, and all-cause mortality were recorded at 30 days and 1 year. A total of 200 patients with median (interquartile range) age of 76 years (65-84 years) were enrolled in the registry. Median duration of limb ischemia was 0.75 days for acute limb ischemia (ALI) and 61 days for chronic critical limb ischemia (CLI). Duration of limb ischemia of <12, 12 to 24, and >24 hours in patients with ALI was associated with much higher rates of first amputation (P = .0002) and worse amputation-free survival (P = .037). No such associations were observed in patients with CLI. For individuals with ischemic symptoms <14 days, prolonged limb ischemia is associated with higher 30-day and 1-year amputation, systemic ischemic event rates, and worse amputation-free survival. No such associations are evident for individuals with chronic CLI. These data imply that prompt diagnosis and revascularization might improve outcomes for patients with ALI.
Atrial fibrillation (AF) is associated with increased risk of hospitalization. Little is known ab... more Atrial fibrillation (AF) is associated with increased risk of hospitalization. Little is known about the impact of AF on utilization of noninpatient health care or about sex or race differences in AF-related utilization. We examined rates of inpatient and outpatient utilization by AF status in the Atherosclerosis Risk in Communities study. Participants with incident AF enrolled in fee-for-service Medicare for at least 12 continuous months between 1991 and 2009 (n=932) were matched on age, sex, race and field center with up to 3 participants without AF (n=2729). Healthcare utilization was ascertained from Medicare claims and classified by primary International Classification of Diseases, ninth revision code. The average annual numbers of days hospitalized were 13.2 (95% CI 11.6 to 15.0) and 2.8 (95% CI 2.5 to 3.1) for those with and without AF, respectively. The corresponding numbers of annual outpatient claims were 53.3 (95% CI 50.5 to 56.3) and 22.9 (95% CI 22.1 to 23.8) for those ...
Atrial fibrillation (AF) frequently coexists in the setting of myocardial infarction (MI), being ... more Atrial fibrillation (AF) frequently coexists in the setting of myocardial infarction (MI), being associated with increased mortality. Nonetheless, temporal trends in the occurrence of AF complicating MI and in the prognosis of these patients are not well described. We examined temporal trends in prevalence of AF in the setting of MI and the effect of AF on prognosis in the community. We studied a population-based sample of 20,049 validated first-incident nonfatal hospitalized MIs among 35- to 74-year old residents of 4 communities in the Atherosclerosis Risk in Communities (ARIC) Study from 1987 through 2009. Prevalence of AF in the setting of MI increased from 11% to 15% during the 23-year study period. The multivariable adjusted odds ratio for prevalent AF, per 5-year increment, was 1.11 (95% confidence interval 1.04 to 1.19). Overall, in patients with MI, AF was associated with increased 1-year case fatality (odds ratio 1.47, 95% confidence interval 1.07 to 2.01) compared with th...
The safety of β-blockers in patients with isolated right ventricular failure because of pulmonary... more The safety of β-blockers in patients with isolated right ventricular failure because of pulmonary arterial hypertension (PAH) is unclear. We studied 564 PAH patients (total cohort) referred to our center from 1982 to 2013. Propensity score-matching was used to match pairs of PAH patients with and without β-blocker use (matched cohort). We compared all-cause mortality between the groups in the total cohort and the matched cohort using bootstrap validation, Kaplan-Meier, and Cox proportional hazard analyses. Seventy-one of the 564 patients in the total cohort were on β-blockers. They were older, had higher prevalence of comorbidities, and were more often on diuretics, digoxin, and angiotensin converting enzyme inhibitors. The severity of PAH and right ventricular failure was similar between those with and without β-blocker use. After propensity matching, 63 patients with β-blocker use were compared with 51 patients without β-blocker use. During a median follow-up time of 4.8 years, th...
-The safety of beta-blockers in patients with isolated right ventricular failure (RVF) due to pul... more -The safety of beta-blockers in patients with isolated right ventricular failure (RVF) due to pulmonary arterial hypertension (PAH) is unclear.
The Journal of Heart and Lung Transplantation, 2014
Advanced heart failure teams are often faced with the decision of whether or not to offer a left ... more Advanced heart failure teams are often faced with the decision of whether or not to offer a left ventricular assist device (LVAD) to patients who have end-stage heart failure and recent or ongoing substance abuse. The outcomes of these patients after LVAD implantation are unknown. Baseline predictors and outcomes were collected and analyzed from patients with active substance abuse and a cohort of patients without active substance abuse matched for age, INTERMACS profile and year of implantation. The primary outcome was all-cause mortality. Secondary outcomes included rates of listing for cardiac transplantation, transplantation and chronic drive-line infection. The cohort consisted of 20 consecutive LVAD recipients with active substance abuse and 40 recipients without active substance abuse. During a median follow-up period of 2.3 years (IQR 1.4 to 3.6), the substance abuse group had 3.2 times the rate (hazard) of death compared with a matched cohort (HR 3.2, 95% CI 1.2 to 8.0, p < 0.05). Furthermore, the rate of listing for transplant was 69% lower (rate ratio 0.31, p < 0.0005), rate of cardiac transplant was 89% lower (rate ratio 0.11, p < 0.0005), and risk of chronic drive-line infection was 5.4 times higher (rate ratio 5.4, p < 0.0005) in the substance abuse group. Active substance abuse in patients who received an LVAD was associated with increased mortality and overall poor outcomes. Larger scale data will be needed to confirm these findings and to inform decision-making in this population.
Journal of the American College of Cardiology, 2010
... FRIENDS Investigators Darragh Flannery, Yale L. Wang, Peter B. Alden, Alan T. Hirsch, on beha... more ... FRIENDS Investigators Darragh Flannery, Yale L. Wang, Peter B. Alden, Alan T. Hirsch, on behalf of the James M. Peacock, Alexander S. Tretinyak, Adnan Z. Rizvi, Timothy D. Henry, M. Hong H. Keo, Sue Duval, Iris Baumgartner, Niki C. Oldenburg, Michael R. Jaff, ISCHEMIA ...
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