‘PERFSCORE’ – a multidimensional score: a simple way to
predict the success of cardiac rehabilitation
Patrizia Maras
a
, Sara Doimo
a
, Alessando Altinier
a
, Alessio Della Mattia
a
,
Luigia Scudeller
b
, Gianfranco Sinagra
a
and Catherine Klersy
b
Background We propose a simple and reliable score,
performance score (‘PERFSCORE’), that allows cardiologists
to assess the achievement of therapeutic goals.
Methods We identified six indicators of cardiac
rehabilitation performance: heart rate (HR) less than
70 beats/min; blood pressure (BP) less than 140/90 mmHg;
smoking cessation or non-smokers; left ventricular ejection
fraction (LVEF) more than 40%; LDLc less than 100 mg/dl or
more than 70 mg/dl if diabetic; and on treatment at least
with three drugs among angiotensin converting enzyme
(ACE) inhibitors or angiotensin receptor blocker (ARBs), b-
blockers, statins, and ASA. These six indicators are
considered to be the collective expression of a latent
variable measuring performance. To assess the relative
contribution of each indicator in the definition of cardiac
rehabilitation performance, we fitted a structural equation
model using the ‘Stata 13’ system.
Results A total of 839 consecutive patients were analyzed;
49% had recent ST- elevation myocardial infarction/non-ST
elevation myocardial infarction and 51% had undergone
elective percutaneous coronary intervention/coronary
artery bypass graft. At the end of cardiac rehabilitation, LVEF
was 55 W 11%; HR, 69 W 13 beats/min; SBP,
135 W 20 mmHg; DBP, 79 W 10 mmHg; LDLc, 88 W 29 mg/dl;
56% had stopped smoking; 71% were on b-blockers; 78%
ACE inhibitors or ARBs; 87% were on statins, and 96% were
on ASA. Weights for each indicator in the PERFSCORE were
0.57 for HR, 0.40 for BP, 0.87 for LVEF, 0.78 for smoking, 0.42
for LDLc, and 0.75 for drugs, multiplied by 1 if the target has
been reached, otherwise by 0. Higher performance values
correspond to better cardiac rehabilitation results. The point
range was 0–36: less than 24, not satisfying cardiac
rehabilitation; 24–29, satisfying cardiac rehabilitation; and
more than 29, optimal cardiac rehabilitation.
Conclusion In conclusion, we propose an easy algorithm to
calculate the success of cardiac rehabilitation.
J Cardiovasc Med 2017, 18:000–000
Keywords: cardiac rehabilitation, coronary artery disease, performance
measures, score, secondary prevention, outcome
a
Cardiovascular Department, ‘Ospedali Riuniti’ of Trieste and Postgraduate
School Cardiovascular Sciences, University of Trieste, Trieste and
b
Service
Biometry & Statistics, Research Department, IRCCS Fondazione Policlinico San
Matteo, Pavia, Italy
Correspondence to Sara Doimo, MD, Piazza dell’Ospitale 2/1, 34125, Trieste,
Italy.
Tel: +040 399 2908; fax: +040 399 2298; e-mail: sarozza@gmail.com
Received 5 October 2016 Revised 31 January 2017
Accepted 19 February 2017
Introduction
Recent guidelines on acute coronary syndrome (ACS)
and coronary revascularization recommend all patients
after ACS, coronary revascularization and stable angina
should be referred for cardiac rehabilitation,
1–3
a multi-
disciplinary treatment with proven efficacy in the control
of cardiovascular risk factors, reduction in cardiovascular
mortality and in the maintenance and optimization of
recommended pharmacological therapy
4–8
To our best knowledge, no comprehensive indicator of
cardiac rehabilitation performance is available for cardi-
ologists to assess the efficacy of the program, and they will
commonly rely on a series of indicators listed in literature,
including adherence to guideline-based therapies,
achievement, and maintenance of clinical targets and
risk factor management.
The aim of our study is to evaluate the performance of
cardiac rehabilitation in patients who had undergone
coronary revascularization with percutaneous coronary
intervention (PCI) or coronary artery bypass graft
(CABG) with or without valvular surgery, after ST-
elevation myocardial infarction (STEMI), non-ST
elevation myocardial infarction (NSTEMI), ACS, or elec-
tive PCI, by combining an array of indicators in a
multidimensional approach.
Methods
From January 2009 to 2010 our center collected, in a
prospective registry, 839 consecutive patients discharged
from our cardiovascular department after acute myo-
cardial infarction, PCI or CABG and enrolled in a pro-
gram of ambulatory cardiac rehabilitation and secondary
prevention.
Patients who were not residents in our region or with
severe non-cardiac comorbidities have been excluded.
The patients are enrolled early after discharge:
STEMI and CABG patients are convened to the first
evaluation within 2 weeks, whereas NSTEMI and PCI in
4–5 weeks. The patients with NSTEMI or PCI receive
Original article
1558-2027 ß 2017 Italian Federation of Cardiology. All rights reserved. DOI:10.2459/JCM.0000000000000518
© 2017 Italian Federation of Cardiology. All rights reserved.