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© Cardiovascular Diagnosis and Therapy. All rights reserved. Cardiovasc Diagn Ther 2014;4(1):13-20www.thecdt.org
Original Article
Compliance of pharmacological treatment for non-ST-elevation
acute coronary syndromes with contemporary guidelines:
influence on outcomes
Hélder Dores1
, Carlos Aguiar1
, Jorge Ferreira1
, Jorge Mimoso2
, Sílvia Monteiro3
, Filipe Seixo4
, José Ferreira
Santos4
; On behalf of Portuguese Registry on Acute Coronary Syndromes (ProACS) Investigators
1
Hospital de Santa Cruz, Lisbon, Portugal; 2
Hospital de Faro, Faro, Portugal; 3
Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal;
4
Hospital de São Bernardo, Setúbal, Portugal
Corresponding to: Hélder Alexandre Correia Dores. Hospital de Santa Cruz, Lisbon, Portugal. Email: heldores@hotmail.com.
Background: Although the proven efficacy of evidence-based therapy in patients with cardiovascular
diseases, the recommendations are not always instituted. We aimed to analyse the compliance of non-ST-
elevation acute coronary syndrome (NSTE-ACS) patients with treatment guidelines and to assess the impact
of these measures in hospital death during the index hospitalization.
Population and methods: All consecutive patients (pts) included in the Portuguese Registry on Acute
Coronary Syndromes (ProACS) between January 1, 2002 and August 31, 2011 were analysed. Compliance
with Guidelines for the management of NSTE-ACS was evaluated with a 6-point therapeutic score (ThSc),
comprising the treatment with: aspirin, clopidogrel, heparin, beta-blocker, angiotensin-converting enzyme
inhibitor and statin. One point was assigned for each drug prescribed and zero if not given. The total
therapeutic compliance was defined as ThSc =6 points.
Results: The final analysis comprised 14,276 pts (67.1% male; mean age 67.6±12.3 years), most of them
admitted with non-ST elevation myocardial infarction (77.4%). The mean value of ThSc was 4.9±1.1 and
total compliance occurred in 36.7% pts. Centres with percutaneous coronary intervention (PCI) capacity
had a statistically significant higher ThSc (5.0±1.0 vs. 4.8±1.1, P<0.001) and were associated with higher
total compliance [OR 1.53, 95% confidence intervals (CI), 1.42-1.65, P<0.001]. In-hospital mortality
was 2.4% (354 deaths). Compared to pts who died, the survivors had a higher ThSc (4.9±1.1 vs. 4.2±1.3,
P<0.001) and this score was independently associated with lower risk of in-hospital mortality (OR 0.70,
95% CI, 0.64-0.77, P<0.001). Receiver operating characteristics curve analysis showed a good accuracy
of ThSc for the occurrence of in-hospital mortality with the area under the curve (AUC) 0.82 (95% CI,
0.80-0.84, P<0.001), sensitivity 71.6% and specificity 78.0%. Age, peripheral artery disease, Killip-Kimball
class >I, electrocardiogram (ECG) with ST-segment depression and positive troponin were other
independent predictors of in-hospital mortality.
Conclusions: In the present study, patients with NSTE-ACS who received medications recommended
by guidelines had better in-hospital outcomes. These findings highlight the need to clarify the clinical
recommendations and to develop approaches for quality improvement in this subset of patients.
Keywords: Non-ST-elevation acute coronary syndrome (NSTE-ACS); compliance; guidelines
Submitted Dec 15, 2013. Accepted for publication Feb 08, 2014.
doi: 10.3978/j.issn.2223-3652.2014.02.02
Scan to your mobile device or view this article at: http://www.thecdt.org/article/view/3366/4204
14 Dores et al. Compliance with guidelines for the management of NSTE-ACS
© Cardiovascular Diagnosis and Therapy. All rights reserved. Cardiovasc Diagn Ther 2014;4(1):13-20www.thecdt.org
Introduction
Non-ST-elevation acute coronary syndromes (NSTE-ACS)
are associated with an increase risk of death and several
other cardiovascular complications (1). However, over the
last years, advances in cardiovascular care have resulted in a
decline in mortality and morbidity associated with NSTE-
ACS (2-4). Strong evidence shows that the best therapeutic
strategies for these patients are not always followed,
suggesting that outcomes of NSTE-ACS patients are not
as good as they could be with better translation of the best
scientific knowledge into clinical practice (5). This reality
has been well demonstrated in the CRUSADE initiative (6)
and in the Euro Heart Survey ACS (7). Thus, NSTE-ACS
remains an important cause of premature mortality and
morbidity with a considerable economic impact due to both
direct and indirect costs.
The successful implementation of clinical guidelines,
incorporating new treatments into practice, has been
challenging and the adherence to the evidence-based treatment
and its implications after ACS are poorly defined (8-11).
The aim of this study is to assess the compliance of
NSTE-ACS patients with management Guidelines and to
evaluate its impact on hospital outcomes.
Methods
Study design and population
All consecutive patients included in the Portuguese Registry
on Acute Coronary Syndromes (ProACS) between January 1,
2002 and August 31, 2011 were eligible. This is a
continuous, prospective and observational registry, with
46 participating centres that are cardiology departments of
hospitals in the main land territory, and the Madeira and
Azores islands (12,13). For the purpose of the present study,
only patients with NSTE-ACS were included. A diagnosis
of non-ST-elevation myocardial infarction (NSTEMI) was
established according to the universal definition criteria for
type 1 myocardial infarction (14). Those patients who died
during the first 24 hours of hospitalization were excluded
because of their intrinsic low likelihood of receiving
certain evidence-based therapies, such as beta-blockers and
angiotensin converting enzyme (ACE) inhibitors.
Data collected
All data were registered in a dedicated computer database,
including demographic, clinical, patient management-related
characteristics, as well as clinical outcomes. Compliance
with Guidelines for the management of NSTE-ACS (15)
was classified according to the value of a therapeutic score
(ThSc) based on the recommended pharmacological
therapies received during hospitalization. This guideline-
adherence score comprised the following treatments: aspirin,
clopidogrel, heparin, beta-blocker, ACE-inhibitor and statin.
For each of these drugs one point was assigned if taken and
zero if not. Total therapeutic compliance was defined as a
ThSc of six points (i.e., highest possible score). All decisions
regarding the patient management strategy, including referral
for coronary angiography and performance of myocardial
revascularization, via percutaneous coronary intervention
(PCI) or coronary artery bypass grafting (CABG), were left to
the discretion of the attending physician and the site-specific
protocols. All-cause death during the index hospitalization
was used to assess the prognostic value of compliance with
guideline-based treatment of NSTE-ACS.
Statistical analysis
Means and standard deviations (mean ± SD) were used to
describe continuous variables with normal distribution,
and percentages for categorical variables. Normality was
tested with the Kolmogorov-Smirnov test. Differences
between baseline characteristics and outcomes were
evaluated with the chi-square test (or Fisher’s exact test,
when appropriate) for categorical variables and the t-test
for continuous variables. Adjusted risk estimates were
obtained from a Cox logistic regression model (goodness
of fit by Hosmer and Lemeshow test), which included all
demographic (age; gender), clinical (atherothrombotic
risk factors; prior history of myocardial infarction, PCI
or CABG; prior stroke or transient ischemic attack;
clinical peripheral arterial disease; baseline Killip-Kimball
class), electrocardiographic (ST-segment depression
on presentation) and biochemical marker (NSTEMI
diagnosis) variables with a potential impact on the study
endpoint. In the Cox model, the model assumptions (i.e.,
proportional hazards, linearity of continuous covariates,
and lack of interactions) were found to be valid. Receiver
operator characteristic (ROC) curve analysis (c-statistic)
was used to identify the predictive accuracy of the ThSc
for in-hospital death with determination of the area under
the curve (AUC), sensitivity and specificity. Two-tailed
tests of significance are reported. For all comparisons, a P
value <0.05 was considered statistically significant. When
appropriate, 95% confidence intervals (CI) were calculated.
15Cardiovascular Diagnosis and Therapy, Vol 4, No 1 February 2014
© Cardiovascular Diagnosis and Therapy. All rights reserved. Cardiovasc Diagn Ther 2014;4(1):13-20www.thecdt.org
Statistical analysis was performed with SPSS version 19.0
(SPSS Inc., Chicago, IL, USA).
Results
Of the 28,596 patients included in the Registry during
the study period, 14,083 were excluded. The final analysis
comprised a total of 14,276 patients (Figure 1).
Baseline characteristics of the study cohort are shown in
the Table 1. The mean age is 67.6±12.3 years, most patients
are male (67.1%) and the presence of atherothrombotic risk
factors and clinically overt cardiovascular disease is common:
over two thirds have a history of hypertension and a quarter
of myocardial infarction; 16.4% have undergone myocardial
revascularization via PCI or CABG. Prior use of aspirin,
beta-blocker, ACE-inhibitor, and statin is relatively low.
Regarding the clinical presentation at hospital admission,
almost half of the patients (45.5%) were symptomatic with
typical chest pain at rest on admission, 77.5% referred at
least one episode of angina at rest lasting more than 20 minutes
and 34.4% referred recurrent episodes of angina. Physical
signs of heart failure (Killip-Kimball class >1) were present
in 19.2% patients at admission. The most common type
of NSTE-ACS was NSTEMI (77.4%): ST-segment
depression was detected on the baseline electrocardiogram
(ECG) in 36.6% patients.
In-hospital management is described in Table 2. A heparin was
prescribed in 95.8% patients, aspirin in 96.9%, a thienopyridine
in 66.6%, a beta-blocker in 72.7%, an ACE-inhibitor in 73.6%
and a statin in 86.8%. The mean ThSc was 4.9±1.1 and 36.7%
patients had total compliance (i.e., ThSc =6).
Figure 2 shows the distribution of all patients according
to the ThSc value. Figure 3 presents the mean value of ThSc
per study site. The mean ThSc was significantly higher in
sites with PCI capacity (5.0±1.0 vs. 4.8±1.1, P<0.001) as was
the rate of total compliance (41.1% vs. 30.8%, P<0.001).
Coronary angiography was performed in 66.8% patients
and 35.8% underwent myocardial revascularization (PCI
33.9% and CABG 1.9%) during the index hospitalization.
The incidence of in-hospital death was 2.4% (354 deaths).
Patients who survived to hospital discharge differed
significantly from those who died with respect to clinical
characteristics (Table 3). Mean ThSc was higher among
patients who survived (4.9±1.1 vs. 4.2±1.3, P<0.001). In-
hospital mortality was inversely distributed according to the
value of ThSc (Figure 4) and was similar in sites with and
without PCI capacity (2.3% vs. 2.7%, P=0.107).
Table 4 shows the results of the multivariable analysis
for identifying the independent predictors of in-hospital
28,596 patients included in the Registry
Patients excluded
12,984 STEMI
3 with hospital outcome unknown
7 in-hospital deaths with time of death unknown
88 deaths in the first 24 h
1,238 therapeutic missing data
14,276 patients alive 24 h after admission
Figure 1 Flowchart showing the number of patients excluded and
included in the final analysis of the study.
Table 1 Baseline characteristics of the population studied
Variables Percentage (%)
Demographic
Male gender 67.1
Age (years) [mean ± SD] 67.6±12.3
Atherothrombotic risk factors
Diabetes 30.1
Hypertension 67.9
Hypercholesterolemia 48.1
Current smoking 18.3
Prior cardiovascular disease
Stroke/TIA 7.6
Peripheral artery disease 3.9
MI 24.9
PCI 10.2
CABG 6.2
Prior pharmacological therapy
Aspirin 31.6
Beta-blocker 20.9
ACE-inhibitor 29.3
Statin 27.8
ACE, angiotensin converting-enzyme; CABG, coronary artery
bypass grafting; PCI, percutaneous coronary intervention;
MI, myocardial infarction; TIA, transient ischemic attack.
16 Dores et al. Compliance with guidelines for the management of NSTE-ACS
© Cardiovascular Diagnosis and Therapy. All rights reserved. Cardiovasc Diagn Ther 2014;4(1):13-20www.thecdt.org
mortality. ThSc was independently associated with higher
in-hospital survival (OR 0.70, 95% CI, 0.64-0.77; P<0.001).
Age, peripheral artery disease, Killip-Kimball class >I, ECG
with ST-segment depression and positive troponin were
independent predictors of in-hospital death.
In a ROC curve analysis, ThSc showed a good predictive
accuracy for the occurrence of in-hospital death: AUC =0.82
(95% CI, 0.80-0.84; P<0.001), sensitivity 71.6%, and
specificity 78.0%. Table 5 presents the independent
predictors of total compliance with the score of
recommended therapies (ThSc =6). Among these are the
majority of the traditional cardiovascular risk factors,
previous myocardial revascularization, positive troponin,
and admission to a site with PCI capacity. Older patients,
women, smokers and patients with heart failure at admission
(Killip-Kimball class >I) were less likely to be associated
with total compliance with the score.
Table 2 In-hospital management (%)
Pharmacological therapy
Aspirin 96.9
Clopidogrel/ticlopidine 66.6
Any heparin 95.8
UFH 12.5
LMWH 92.0
Glycoprotein IIb/IIIa inhibitor 27.6
Nitrate 87.0
Beta-blocker 72.7
CCB 19.0
ACE inhibitor 73.6
Statin 86.9
Coronary angiography 65.8
Myocardial revascularization
PCI 33.9
CABG 1.9
ACE, angiotensin converting-enzyme; CABG, coronary artery
bypass grafting; PCI, percutaneous coronary intervention;
CCB, calcium channel blocker; LMWH, low molecular weight
heparin; UFH, unfractionated heparin.
0 1 2 3 4 5 6
ThSc value
0.1 0.5
2.1
8.2
19.2
32.2
36.7
%
40
35
30
25
20
15
10
5
0
Figure 2 Distribution of the population studied according to the
ThSc value.
Figure 3 Average compliance score per study site.
Institution
ThScvalue
6
5
4
3
2
1
0
5.44
5.00
5.27
4.77
5.17
5.22
4.91
5.17
5.36
5.30
4.75
4.79
5.22
5.04
4.61
4.96
4.55
5.20
4.70
4.99
4.89
4.97
5.21
5.27
5.12
4.20
4.49
5.04
4.53
4.61
3.63
4.35
4.44
3.99
4.11
3.50
3.60
3.86
4.19
4.40
4.27
4.19
4.00
3.59
2.81
2.53
17Cardiovascular Diagnosis and Therapy, Vol 4, No 1 February 2014
© Cardiovascular Diagnosis and Therapy. All rights reserved. Cardiovasc Diagn Ther 2014;4(1):13-20www.thecdt.org
Discussion
The present study shows that compliance with evidence-
based medical therapy in patients admitted with NSTE-
ACS is strongly associated with lower hospital mortality. For
each evidence-based drug class included in the management
of the patient, hospital mortality was 30% lower than in
patients who did not receive the drug. Patients receiving
all recommended therapies had the highest rate of survival
to discharge. Yet, this latter group comprised only 36.7%
of patients, thus showing that recommended therapy is not
delivered to the majority of NSTE-ACS patients.
Over the past years, the use of evidence-based therapies
with proven efficacy in reducing morbidity and mortality
in patients with cardiovascular diseases has increased
significantly (16-18), yet large room for improvement
persists. In the setting of ACS, adherence to evidence-based
Table 3 Differences between patients who died during hospitalization
and those who survived to discharge (univariate analysis)
Characteristics (%) Dead Alive P value
Age (year) 77.2±9.2 67.4±12.3 <0.001
Male gender 58.2 67.3 <0.001
Diabetes mellitus 35.2 29.9 0.033
Hypercholesterolemia 33.8 48.5 <0.001
Smoking 7.2 18.6 <0.001
Prior stroke/TIA 13.8 7.5 <0.001
Prior PAD 9.2 3.8 <0.001
Prior MI 30.7 24.7 0.011
Prior PCI 4.9 10.4 0.001
Prior ACE inhibitor 35.8 29.1 0.007
Angina lasting >20 min 71.9 77.7 0.011
Killip-Kimbal class >I 58.4 18.2 <0.001
ST-segment depression 59.1 36.0 <0.001
Positive troponin 91.1 77.1 <0.001
TIMI score >3 52.5 30.9 <0.001
Aspirin 92.0 97.0 <0.001
Thienopyridine 49.6 67.0 <0.001
Beta-blocker 44.4 73.4 <0.001
CCB 12.0 19.2 0.001
ACE inhibitor 68.2 73.7 0.021
Statin 75.1 87.2 <0.001
ThSc 4.2±1.3 4.9±1.1 <0.001
Coronary angiography 30.5 66.6 <0.001
PCI 13.2 34.4 <0.001
ACE, angiotensin converting-enzyme; CCB, calcium channel
blocker; MI, myocardial infarction; PAD, peripheral artery
disease; PCI, percutaneous coronary intervention; TIA,
transient ischemic attack, ThSc, therapeutic score.
0 1 2 3 4 5 6ThSc value
No deaths/
No patients
1/10 7/67 26/303 59/1,172 93/2,746 103/4,735 60/5,243
10.0%
10.4%
8.6%
5.0%
3.4%
2.2%
1.1%
Figure 4 Distribution of the rate of in-hospital mortality according
to the ThSc value.
Table 4 Independent predictors of in-hospital death
Characteristics OR 95% CI P value
ThSc (per unit) 0.70 0.64-0.77 <0.001
Age (per year) 1.06 1.05-1.07 <0.001
Peripheral artery disease 2.59 1.73-3.88 <0.001
Killip-Kimball class >I 3.13 2.45-4.01 <0.001
ECG ST-segment depression 1.66 1.30-2.10 <0.001
Positive troponin 2.30 1.48-3.56 <0.001
ECG, electrocardiogram.
Table 5 Independent predictors of total compliance with the
score (ThSc =6)
Characteristics OR 95% CI P value
Age (per year increase) 0.98 0.98-0.99 <0.001
Female gender 0.88 0.81-0.96 0.003
Diabetes 1.22 1.12-1.32 <0.001
Hypertension 1.62 1.49-1.77 <0.001
Hypercholesterolemia 1.42 1.32-1.63 <0.001
Smoking 0.86 0.77-0.95 0.005
Prior PCI 1.28 1.14-1.45 <0.001
Prior CABG 1.17 1.00-1.37 0.044
Killip-Kimball class >I 0.69 0.62-0.76 <0.001
Positive troponin 1.83 1.66-2.02 <0.001
PCI capacity 1.53 1.42-1.65 0.001
CABG, coronary artery bypass grafting; PCI, percutaneous
coronary intervention, ThSc, therapeutic score.
18 Dores et al. Compliance with guidelines for the management of NSTE-ACS
© Cardiovascular Diagnosis and Therapy. All rights reserved. Cardiovasc Diagn Ther 2014;4(1):13-20www.thecdt.org
therapies is lower in patients with NSTEMI compared
to those with ST-elevation myocardial infarction (19).
Guidelines on NSTE-ACS have undergone several revisions
since 2002, when this registry began including patients.
Nevertheless, the six pharmacological interventions used
in the present score were already recommended in the
Guidelines of European Society of Cardiology (20).
Better quality of care is expected to favorably impact
on the economic and social burdens of ischemic heart
disease (21). Data regarding the association between
clinical performance and outcomes are limited. Peterson
et al. (22) showed in ACS patients that every 10% increase
in composite adherence at a hospital was independently
associated with an analogous 10% decrease in the patients’
likelihood of in-hospital mortality. As in the study by Roe
MT et al. (23), in our experience, patients with highest risk
are less likely to receive guideline-recommended therapies
and interventions. Such patients include those with heart
failure manifestations at admission, older patients and
smokers. Patients with a higher baseline risk of adverse
outcomes are expected to have a greater absolute benefit
from aggressive therapies. Women and elderly patients
were also less likely to receive evidence-based therapies,
as demonstrated in the CRUSADE Quality Improvement
Initiative (24). Several factors may explain this finding in
these subgroups of patients, namely the higher frequency
of comorbidities, contra-indications for drug therapy and
atypical symptoms. In our study, centres with PCI capacity
showed better adherence to guideline recommendations, a
finding also previously reported (24).
Our data also suggest that the use of guideline-based
process measures may be an important means of assessing
quality of care, and this hypothesis deserves further study.
Nevertheless, there is considerable debate regarding the
ideal methodologies for assessing clinical performance (25).
Quality of care may be improved by the use of tools that
facilitate the implementation of guideline recommendations
at different levels, namely the institution, the care provider,
and the patient (26). Quality of care can be evaluated in
three domains: structure (aspects that exist independently of
the patient), process (actions performed in delivering care),
and outcomes (events that occur as a result of the disease
process and/or care provided) (27). Several indicators are
recommended to measure and improve the quality of care
for this patient population, indicators that should be reliable
and feasible to use, with clear and concise definitions (25).
Among the criteria used, some authors advocate that patient
outcomes, as in-hospital death defined in our study, should
be the standard and preferential criteria for assessing
hospital quality. Ideally, multiple metrics will be needed to
characterize hospital performance, depending and adjusted
to the target population and the specifications of each
institution.
Our study has some limitations. This is an
observational and nonrandomized study. Data on potential
contraindications to guideline recommendations and
previously experienced untoward reactions to therapy were
not collected, and both conditions may have influenced
treatment choices and patient outcomes. Nevertheless, it
should be noted that certain drugs are often not prescribed
because of comorbidities, despite the available evidence
of benefit in their presence. The prognostic impact
of evidence-based care was assessed at the individual
patient level, but practice patterns tend to cluster at the
institutional level. Additionally, this study is focused on
pharmacological therapies with prognostic impact, and does
not assess compliance with respect to recommendations
on the use of coronary angiography and myocardial
revascularization, which are also known to modify outcomes
when appropriate.
In conclusion, our study in a large population included
in a national registry shows that current NSTE-ACS care
is not perfect and guideline-based therapy is associated
with improvement in hospital outcomes. In addition to
several patient related-characteristics, process care and
institutional related-variables influence the prognosis.
Some of the patients with highest mortality risk were less
likely to receive guideline-recommended therapies. These
findings highlight the need to promote using the guideline
and to develop approaches for quality improvement in this
subset of patients. Although the improvement in guideline
adherence over the last years, continuous quality assessment
policies are needed to overcome the gap between evidence
and practice.
Acknowledgements
Disclosure: The authors declare no conflict of interest.
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20 Dores et al. Compliance with guidelines for the management of NSTE-ACS
© Cardiovascular Diagnosis and Therapy. All rights reserved. Cardiovasc Diagn Ther 2014;4(1):13-20www.thecdt.org
Cite this article as: Dores H, Aguiar C, Ferreira J, Mimoso
J, Monteiro S, Seixo F, Santos JF; On behalf of Portuguese
Registry on Acute Coronary Syndromes (ProACS) Investigators.
Compliance of pharmacological treatment for non-ST-elevation
acute coronary syndromes with contemporary guidelines:
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and opportunities in quantifying the quality of care for
acute myocardial infarction: summary from the Acute
Myocardial Infarction Working Group of the American
Heart Association/American College of Cardiology First
Scientific Forum on Quality of Care and Outcomes
Research in Cardiovascular Disease and Stroke.
Circulation 2003;107:1681-91.

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Dores et al

  • 1. © Cardiovascular Diagnosis and Therapy. All rights reserved. Cardiovasc Diagn Ther 2014;4(1):13-20www.thecdt.org Original Article Compliance of pharmacological treatment for non-ST-elevation acute coronary syndromes with contemporary guidelines: influence on outcomes Hélder Dores1 , Carlos Aguiar1 , Jorge Ferreira1 , Jorge Mimoso2 , Sílvia Monteiro3 , Filipe Seixo4 , José Ferreira Santos4 ; On behalf of Portuguese Registry on Acute Coronary Syndromes (ProACS) Investigators 1 Hospital de Santa Cruz, Lisbon, Portugal; 2 Hospital de Faro, Faro, Portugal; 3 Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal; 4 Hospital de São Bernardo, Setúbal, Portugal Corresponding to: Hélder Alexandre Correia Dores. Hospital de Santa Cruz, Lisbon, Portugal. Email: heldores@hotmail.com. Background: Although the proven efficacy of evidence-based therapy in patients with cardiovascular diseases, the recommendations are not always instituted. We aimed to analyse the compliance of non-ST- elevation acute coronary syndrome (NSTE-ACS) patients with treatment guidelines and to assess the impact of these measures in hospital death during the index hospitalization. Population and methods: All consecutive patients (pts) included in the Portuguese Registry on Acute Coronary Syndromes (ProACS) between January 1, 2002 and August 31, 2011 were analysed. Compliance with Guidelines for the management of NSTE-ACS was evaluated with a 6-point therapeutic score (ThSc), comprising the treatment with: aspirin, clopidogrel, heparin, beta-blocker, angiotensin-converting enzyme inhibitor and statin. One point was assigned for each drug prescribed and zero if not given. The total therapeutic compliance was defined as ThSc =6 points. Results: The final analysis comprised 14,276 pts (67.1% male; mean age 67.6±12.3 years), most of them admitted with non-ST elevation myocardial infarction (77.4%). The mean value of ThSc was 4.9±1.1 and total compliance occurred in 36.7% pts. Centres with percutaneous coronary intervention (PCI) capacity had a statistically significant higher ThSc (5.0±1.0 vs. 4.8±1.1, P<0.001) and were associated with higher total compliance [OR 1.53, 95% confidence intervals (CI), 1.42-1.65, P<0.001]. In-hospital mortality was 2.4% (354 deaths). Compared to pts who died, the survivors had a higher ThSc (4.9±1.1 vs. 4.2±1.3, P<0.001) and this score was independently associated with lower risk of in-hospital mortality (OR 0.70, 95% CI, 0.64-0.77, P<0.001). Receiver operating characteristics curve analysis showed a good accuracy of ThSc for the occurrence of in-hospital mortality with the area under the curve (AUC) 0.82 (95% CI, 0.80-0.84, P<0.001), sensitivity 71.6% and specificity 78.0%. Age, peripheral artery disease, Killip-Kimball class >I, electrocardiogram (ECG) with ST-segment depression and positive troponin were other independent predictors of in-hospital mortality. Conclusions: In the present study, patients with NSTE-ACS who received medications recommended by guidelines had better in-hospital outcomes. These findings highlight the need to clarify the clinical recommendations and to develop approaches for quality improvement in this subset of patients. Keywords: Non-ST-elevation acute coronary syndrome (NSTE-ACS); compliance; guidelines Submitted Dec 15, 2013. Accepted for publication Feb 08, 2014. doi: 10.3978/j.issn.2223-3652.2014.02.02 Scan to your mobile device or view this article at: http://www.thecdt.org/article/view/3366/4204
  • 2. 14 Dores et al. Compliance with guidelines for the management of NSTE-ACS © Cardiovascular Diagnosis and Therapy. All rights reserved. Cardiovasc Diagn Ther 2014;4(1):13-20www.thecdt.org Introduction Non-ST-elevation acute coronary syndromes (NSTE-ACS) are associated with an increase risk of death and several other cardiovascular complications (1). However, over the last years, advances in cardiovascular care have resulted in a decline in mortality and morbidity associated with NSTE- ACS (2-4). Strong evidence shows that the best therapeutic strategies for these patients are not always followed, suggesting that outcomes of NSTE-ACS patients are not as good as they could be with better translation of the best scientific knowledge into clinical practice (5). This reality has been well demonstrated in the CRUSADE initiative (6) and in the Euro Heart Survey ACS (7). Thus, NSTE-ACS remains an important cause of premature mortality and morbidity with a considerable economic impact due to both direct and indirect costs. The successful implementation of clinical guidelines, incorporating new treatments into practice, has been challenging and the adherence to the evidence-based treatment and its implications after ACS are poorly defined (8-11). The aim of this study is to assess the compliance of NSTE-ACS patients with management Guidelines and to evaluate its impact on hospital outcomes. Methods Study design and population All consecutive patients included in the Portuguese Registry on Acute Coronary Syndromes (ProACS) between January 1, 2002 and August 31, 2011 were eligible. This is a continuous, prospective and observational registry, with 46 participating centres that are cardiology departments of hospitals in the main land territory, and the Madeira and Azores islands (12,13). For the purpose of the present study, only patients with NSTE-ACS were included. A diagnosis of non-ST-elevation myocardial infarction (NSTEMI) was established according to the universal definition criteria for type 1 myocardial infarction (14). Those patients who died during the first 24 hours of hospitalization were excluded because of their intrinsic low likelihood of receiving certain evidence-based therapies, such as beta-blockers and angiotensin converting enzyme (ACE) inhibitors. Data collected All data were registered in a dedicated computer database, including demographic, clinical, patient management-related characteristics, as well as clinical outcomes. Compliance with Guidelines for the management of NSTE-ACS (15) was classified according to the value of a therapeutic score (ThSc) based on the recommended pharmacological therapies received during hospitalization. This guideline- adherence score comprised the following treatments: aspirin, clopidogrel, heparin, beta-blocker, ACE-inhibitor and statin. For each of these drugs one point was assigned if taken and zero if not. Total therapeutic compliance was defined as a ThSc of six points (i.e., highest possible score). All decisions regarding the patient management strategy, including referral for coronary angiography and performance of myocardial revascularization, via percutaneous coronary intervention (PCI) or coronary artery bypass grafting (CABG), were left to the discretion of the attending physician and the site-specific protocols. All-cause death during the index hospitalization was used to assess the prognostic value of compliance with guideline-based treatment of NSTE-ACS. Statistical analysis Means and standard deviations (mean ± SD) were used to describe continuous variables with normal distribution, and percentages for categorical variables. Normality was tested with the Kolmogorov-Smirnov test. Differences between baseline characteristics and outcomes were evaluated with the chi-square test (or Fisher’s exact test, when appropriate) for categorical variables and the t-test for continuous variables. Adjusted risk estimates were obtained from a Cox logistic regression model (goodness of fit by Hosmer and Lemeshow test), which included all demographic (age; gender), clinical (atherothrombotic risk factors; prior history of myocardial infarction, PCI or CABG; prior stroke or transient ischemic attack; clinical peripheral arterial disease; baseline Killip-Kimball class), electrocardiographic (ST-segment depression on presentation) and biochemical marker (NSTEMI diagnosis) variables with a potential impact on the study endpoint. In the Cox model, the model assumptions (i.e., proportional hazards, linearity of continuous covariates, and lack of interactions) were found to be valid. Receiver operator characteristic (ROC) curve analysis (c-statistic) was used to identify the predictive accuracy of the ThSc for in-hospital death with determination of the area under the curve (AUC), sensitivity and specificity. Two-tailed tests of significance are reported. For all comparisons, a P value <0.05 was considered statistically significant. When appropriate, 95% confidence intervals (CI) were calculated.
  • 3. 15Cardiovascular Diagnosis and Therapy, Vol 4, No 1 February 2014 © Cardiovascular Diagnosis and Therapy. All rights reserved. Cardiovasc Diagn Ther 2014;4(1):13-20www.thecdt.org Statistical analysis was performed with SPSS version 19.0 (SPSS Inc., Chicago, IL, USA). Results Of the 28,596 patients included in the Registry during the study period, 14,083 were excluded. The final analysis comprised a total of 14,276 patients (Figure 1). Baseline characteristics of the study cohort are shown in the Table 1. The mean age is 67.6±12.3 years, most patients are male (67.1%) and the presence of atherothrombotic risk factors and clinically overt cardiovascular disease is common: over two thirds have a history of hypertension and a quarter of myocardial infarction; 16.4% have undergone myocardial revascularization via PCI or CABG. Prior use of aspirin, beta-blocker, ACE-inhibitor, and statin is relatively low. Regarding the clinical presentation at hospital admission, almost half of the patients (45.5%) were symptomatic with typical chest pain at rest on admission, 77.5% referred at least one episode of angina at rest lasting more than 20 minutes and 34.4% referred recurrent episodes of angina. Physical signs of heart failure (Killip-Kimball class >1) were present in 19.2% patients at admission. The most common type of NSTE-ACS was NSTEMI (77.4%): ST-segment depression was detected on the baseline electrocardiogram (ECG) in 36.6% patients. In-hospital management is described in Table 2. A heparin was prescribed in 95.8% patients, aspirin in 96.9%, a thienopyridine in 66.6%, a beta-blocker in 72.7%, an ACE-inhibitor in 73.6% and a statin in 86.8%. The mean ThSc was 4.9±1.1 and 36.7% patients had total compliance (i.e., ThSc =6). Figure 2 shows the distribution of all patients according to the ThSc value. Figure 3 presents the mean value of ThSc per study site. The mean ThSc was significantly higher in sites with PCI capacity (5.0±1.0 vs. 4.8±1.1, P<0.001) as was the rate of total compliance (41.1% vs. 30.8%, P<0.001). Coronary angiography was performed in 66.8% patients and 35.8% underwent myocardial revascularization (PCI 33.9% and CABG 1.9%) during the index hospitalization. The incidence of in-hospital death was 2.4% (354 deaths). Patients who survived to hospital discharge differed significantly from those who died with respect to clinical characteristics (Table 3). Mean ThSc was higher among patients who survived (4.9±1.1 vs. 4.2±1.3, P<0.001). In- hospital mortality was inversely distributed according to the value of ThSc (Figure 4) and was similar in sites with and without PCI capacity (2.3% vs. 2.7%, P=0.107). Table 4 shows the results of the multivariable analysis for identifying the independent predictors of in-hospital 28,596 patients included in the Registry Patients excluded 12,984 STEMI 3 with hospital outcome unknown 7 in-hospital deaths with time of death unknown 88 deaths in the first 24 h 1,238 therapeutic missing data 14,276 patients alive 24 h after admission Figure 1 Flowchart showing the number of patients excluded and included in the final analysis of the study. Table 1 Baseline characteristics of the population studied Variables Percentage (%) Demographic Male gender 67.1 Age (years) [mean ± SD] 67.6±12.3 Atherothrombotic risk factors Diabetes 30.1 Hypertension 67.9 Hypercholesterolemia 48.1 Current smoking 18.3 Prior cardiovascular disease Stroke/TIA 7.6 Peripheral artery disease 3.9 MI 24.9 PCI 10.2 CABG 6.2 Prior pharmacological therapy Aspirin 31.6 Beta-blocker 20.9 ACE-inhibitor 29.3 Statin 27.8 ACE, angiotensin converting-enzyme; CABG, coronary artery bypass grafting; PCI, percutaneous coronary intervention; MI, myocardial infarction; TIA, transient ischemic attack.
  • 4. 16 Dores et al. Compliance with guidelines for the management of NSTE-ACS © Cardiovascular Diagnosis and Therapy. All rights reserved. Cardiovasc Diagn Ther 2014;4(1):13-20www.thecdt.org mortality. ThSc was independently associated with higher in-hospital survival (OR 0.70, 95% CI, 0.64-0.77; P<0.001). Age, peripheral artery disease, Killip-Kimball class >I, ECG with ST-segment depression and positive troponin were independent predictors of in-hospital death. In a ROC curve analysis, ThSc showed a good predictive accuracy for the occurrence of in-hospital death: AUC =0.82 (95% CI, 0.80-0.84; P<0.001), sensitivity 71.6%, and specificity 78.0%. Table 5 presents the independent predictors of total compliance with the score of recommended therapies (ThSc =6). Among these are the majority of the traditional cardiovascular risk factors, previous myocardial revascularization, positive troponin, and admission to a site with PCI capacity. Older patients, women, smokers and patients with heart failure at admission (Killip-Kimball class >I) were less likely to be associated with total compliance with the score. Table 2 In-hospital management (%) Pharmacological therapy Aspirin 96.9 Clopidogrel/ticlopidine 66.6 Any heparin 95.8 UFH 12.5 LMWH 92.0 Glycoprotein IIb/IIIa inhibitor 27.6 Nitrate 87.0 Beta-blocker 72.7 CCB 19.0 ACE inhibitor 73.6 Statin 86.9 Coronary angiography 65.8 Myocardial revascularization PCI 33.9 CABG 1.9 ACE, angiotensin converting-enzyme; CABG, coronary artery bypass grafting; PCI, percutaneous coronary intervention; CCB, calcium channel blocker; LMWH, low molecular weight heparin; UFH, unfractionated heparin. 0 1 2 3 4 5 6 ThSc value 0.1 0.5 2.1 8.2 19.2 32.2 36.7 % 40 35 30 25 20 15 10 5 0 Figure 2 Distribution of the population studied according to the ThSc value. Figure 3 Average compliance score per study site. Institution ThScvalue 6 5 4 3 2 1 0 5.44 5.00 5.27 4.77 5.17 5.22 4.91 5.17 5.36 5.30 4.75 4.79 5.22 5.04 4.61 4.96 4.55 5.20 4.70 4.99 4.89 4.97 5.21 5.27 5.12 4.20 4.49 5.04 4.53 4.61 3.63 4.35 4.44 3.99 4.11 3.50 3.60 3.86 4.19 4.40 4.27 4.19 4.00 3.59 2.81 2.53
  • 5. 17Cardiovascular Diagnosis and Therapy, Vol 4, No 1 February 2014 © Cardiovascular Diagnosis and Therapy. All rights reserved. Cardiovasc Diagn Ther 2014;4(1):13-20www.thecdt.org Discussion The present study shows that compliance with evidence- based medical therapy in patients admitted with NSTE- ACS is strongly associated with lower hospital mortality. For each evidence-based drug class included in the management of the patient, hospital mortality was 30% lower than in patients who did not receive the drug. Patients receiving all recommended therapies had the highest rate of survival to discharge. Yet, this latter group comprised only 36.7% of patients, thus showing that recommended therapy is not delivered to the majority of NSTE-ACS patients. Over the past years, the use of evidence-based therapies with proven efficacy in reducing morbidity and mortality in patients with cardiovascular diseases has increased significantly (16-18), yet large room for improvement persists. In the setting of ACS, adherence to evidence-based Table 3 Differences between patients who died during hospitalization and those who survived to discharge (univariate analysis) Characteristics (%) Dead Alive P value Age (year) 77.2±9.2 67.4±12.3 <0.001 Male gender 58.2 67.3 <0.001 Diabetes mellitus 35.2 29.9 0.033 Hypercholesterolemia 33.8 48.5 <0.001 Smoking 7.2 18.6 <0.001 Prior stroke/TIA 13.8 7.5 <0.001 Prior PAD 9.2 3.8 <0.001 Prior MI 30.7 24.7 0.011 Prior PCI 4.9 10.4 0.001 Prior ACE inhibitor 35.8 29.1 0.007 Angina lasting >20 min 71.9 77.7 0.011 Killip-Kimbal class >I 58.4 18.2 <0.001 ST-segment depression 59.1 36.0 <0.001 Positive troponin 91.1 77.1 <0.001 TIMI score >3 52.5 30.9 <0.001 Aspirin 92.0 97.0 <0.001 Thienopyridine 49.6 67.0 <0.001 Beta-blocker 44.4 73.4 <0.001 CCB 12.0 19.2 0.001 ACE inhibitor 68.2 73.7 0.021 Statin 75.1 87.2 <0.001 ThSc 4.2±1.3 4.9±1.1 <0.001 Coronary angiography 30.5 66.6 <0.001 PCI 13.2 34.4 <0.001 ACE, angiotensin converting-enzyme; CCB, calcium channel blocker; MI, myocardial infarction; PAD, peripheral artery disease; PCI, percutaneous coronary intervention; TIA, transient ischemic attack, ThSc, therapeutic score. 0 1 2 3 4 5 6ThSc value No deaths/ No patients 1/10 7/67 26/303 59/1,172 93/2,746 103/4,735 60/5,243 10.0% 10.4% 8.6% 5.0% 3.4% 2.2% 1.1% Figure 4 Distribution of the rate of in-hospital mortality according to the ThSc value. Table 4 Independent predictors of in-hospital death Characteristics OR 95% CI P value ThSc (per unit) 0.70 0.64-0.77 <0.001 Age (per year) 1.06 1.05-1.07 <0.001 Peripheral artery disease 2.59 1.73-3.88 <0.001 Killip-Kimball class >I 3.13 2.45-4.01 <0.001 ECG ST-segment depression 1.66 1.30-2.10 <0.001 Positive troponin 2.30 1.48-3.56 <0.001 ECG, electrocardiogram. Table 5 Independent predictors of total compliance with the score (ThSc =6) Characteristics OR 95% CI P value Age (per year increase) 0.98 0.98-0.99 <0.001 Female gender 0.88 0.81-0.96 0.003 Diabetes 1.22 1.12-1.32 <0.001 Hypertension 1.62 1.49-1.77 <0.001 Hypercholesterolemia 1.42 1.32-1.63 <0.001 Smoking 0.86 0.77-0.95 0.005 Prior PCI 1.28 1.14-1.45 <0.001 Prior CABG 1.17 1.00-1.37 0.044 Killip-Kimball class >I 0.69 0.62-0.76 <0.001 Positive troponin 1.83 1.66-2.02 <0.001 PCI capacity 1.53 1.42-1.65 0.001 CABG, coronary artery bypass grafting; PCI, percutaneous coronary intervention, ThSc, therapeutic score.
  • 6. 18 Dores et al. Compliance with guidelines for the management of NSTE-ACS © Cardiovascular Diagnosis and Therapy. All rights reserved. Cardiovasc Diagn Ther 2014;4(1):13-20www.thecdt.org therapies is lower in patients with NSTEMI compared to those with ST-elevation myocardial infarction (19). Guidelines on NSTE-ACS have undergone several revisions since 2002, when this registry began including patients. Nevertheless, the six pharmacological interventions used in the present score were already recommended in the Guidelines of European Society of Cardiology (20). Better quality of care is expected to favorably impact on the economic and social burdens of ischemic heart disease (21). Data regarding the association between clinical performance and outcomes are limited. Peterson et al. (22) showed in ACS patients that every 10% increase in composite adherence at a hospital was independently associated with an analogous 10% decrease in the patients’ likelihood of in-hospital mortality. As in the study by Roe MT et al. (23), in our experience, patients with highest risk are less likely to receive guideline-recommended therapies and interventions. Such patients include those with heart failure manifestations at admission, older patients and smokers. Patients with a higher baseline risk of adverse outcomes are expected to have a greater absolute benefit from aggressive therapies. Women and elderly patients were also less likely to receive evidence-based therapies, as demonstrated in the CRUSADE Quality Improvement Initiative (24). Several factors may explain this finding in these subgroups of patients, namely the higher frequency of comorbidities, contra-indications for drug therapy and atypical symptoms. In our study, centres with PCI capacity showed better adherence to guideline recommendations, a finding also previously reported (24). Our data also suggest that the use of guideline-based process measures may be an important means of assessing quality of care, and this hypothesis deserves further study. Nevertheless, there is considerable debate regarding the ideal methodologies for assessing clinical performance (25). Quality of care may be improved by the use of tools that facilitate the implementation of guideline recommendations at different levels, namely the institution, the care provider, and the patient (26). Quality of care can be evaluated in three domains: structure (aspects that exist independently of the patient), process (actions performed in delivering care), and outcomes (events that occur as a result of the disease process and/or care provided) (27). Several indicators are recommended to measure and improve the quality of care for this patient population, indicators that should be reliable and feasible to use, with clear and concise definitions (25). Among the criteria used, some authors advocate that patient outcomes, as in-hospital death defined in our study, should be the standard and preferential criteria for assessing hospital quality. Ideally, multiple metrics will be needed to characterize hospital performance, depending and adjusted to the target population and the specifications of each institution. Our study has some limitations. This is an observational and nonrandomized study. Data on potential contraindications to guideline recommendations and previously experienced untoward reactions to therapy were not collected, and both conditions may have influenced treatment choices and patient outcomes. Nevertheless, it should be noted that certain drugs are often not prescribed because of comorbidities, despite the available evidence of benefit in their presence. The prognostic impact of evidence-based care was assessed at the individual patient level, but practice patterns tend to cluster at the institutional level. Additionally, this study is focused on pharmacological therapies with prognostic impact, and does not assess compliance with respect to recommendations on the use of coronary angiography and myocardial revascularization, which are also known to modify outcomes when appropriate. In conclusion, our study in a large population included in a national registry shows that current NSTE-ACS care is not perfect and guideline-based therapy is associated with improvement in hospital outcomes. In addition to several patient related-characteristics, process care and institutional related-variables influence the prognosis. Some of the patients with highest mortality risk were less likely to receive guideline-recommended therapies. These findings highlight the need to promote using the guideline and to develop approaches for quality improvement in this subset of patients. Although the improvement in guideline adherence over the last years, continuous quality assessment policies are needed to overcome the gap between evidence and practice. Acknowledgements Disclosure: The authors declare no conflict of interest. References 1. Lloyd-Jones D, Adams R, Carnethon M, et al. Heart disease and stroke statistics-2009 update: a report from the American Heart Association Statistics Committee and Stroke Statistics Subcommittee. Circulation 2009;119:480-6.
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