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From The General Infirmary and St James's University Hospital,
Leeds (J.N., P.D.B., S.J.L.); Queens Medical Centre, Nottingham (R.A., P.B.,
A.C.); The Royal Infirmary, Doncaster (M.M., W.B.); and the University of
Edinburgh (A.D.F., R.J.P., J.M.M.N., K.A.A.F.).
Correspondence to Dr J. Nolan, Cardiothoracic Centre, North Staffordshire Hospital, Staffordshire ST4 6QG, UK.
Methods and ResultsIn a prospective study powered for mortality,
we recruited 433 outpatients 62±9.6 years old with CHF (NYHA
functional class I to III; mean ejection fraction, 0.41±0.17).
Time-domain HRV indices and conventional prognostic indicators were
related to death by multivariate analysis.
During 482±161 days of follow-up, cardiothoracic ratio, SDNN, left
ventricular end-systolic diameter, and serum sodium
were significant predictors of all-cause mortality. The risk ratio for
a 41.2-ms decrease in SDNN was 1.62 (95% CI, 1.16 to 2.44). The annual
mortality rate for the study population in SDNN subgroups was 5.5% for
>100 ms, 12.7% for 50 to 100 ms, and 51.4% for <50 ms. SDNN,
creatinine, and serum sodium were related to progressive
heart failure death. Cardiothoracic ratio, left ventricular
end-diastolic diameter, the presence of nonsustained
ventricular tachycardia, and serum potassium
were related to sudden cardiac death. A reduction in SDNN was the most
powerful predictor of the risk of death due to progressive heart
failure.
ConclusionsCHF is associated with autonomic dysfunction, which
can be quantified by measuring HRV. A reduction in SDNN identifies
patients at high risk of death and is a better predictor of death due
to progressive heart failure than other conventional clinical
measurements. High-risk subgroups identified by this measurement are
candidates for additional therapy after prescription of an ACE
inhibitor.
Patients with CHF have autonomic
dysfunction,8 9 10 and this may play an important
role in the pathophysiology of cardiac death. Analysis of heart
rate variability (HRV) is a reliable and reproducible technique for
assessing autonomic activity in patients with
cardiovascular disease,11 12 but
its use as a means of identifying high-risk ambulant outpatients with
CHF has not been investigated in an adequately sized prospective study.
The primary aim of the United Kingdom Heart Failure Evaluation and
Assessment of Risk Trial (UK-HEART) was to test the hypothesis that
autonomic activity, assessed by measuring HRV, provides independent
information on the risk of death in ambulant outpatients with CHF that
is clinically useful when added to information available from
arrhythmia analysis of ambulatory ECGs, chest
radiographs, simple echocardiograms, and routinely available
biochemical measurements.
Entry Criteria
Baseline Data Collection
Study patients were registered with the UK national death-reporting
scheme (Office of Population Censuses and Surveys), who notified the
steering committee of all deaths. All events reported to the steering
committee were evaluated by at least 2 senior physicians. Death
certificates, autopsy findings, and hospital and general
practitioners' records were reviewed, and each event
was categorized on the basis of definitions used in previous studies of
mortality in CHF.6 15 The mode of death was
classified as (1) sudden cardiac death (SCD) if it occurred within 1
hour of a change in symptoms or if it occurred during sleep or while
unobserved, if circumstantial evidence pointed to death from
cardiovascular causes in the absence of clinical or
postmortem evidence of acute myocardial infarction or increasing heart
failure; (2) progressive heart failure if death occurred after a
documented period of symptomatic or
hemodynamic deterioration; (3) other
cardiovascular death if it did not occur suddenly and
was not associated with progressive heart failure; or (4)
noncardiovascular death.
Ambulatory ECGs: Arrhythmia and HRV Analysis
Sample Size and Statistical Analysis
Multivariate Predictors of All-Cause
Mortality
Categorizing the sNN50 and rMSSD indices into their prespecified
subgroups did not improve their predictive value. When patients are
categorized into SDNN tertiles, similar results are obtained, with
annual mortality rates ranging from 17.9% in the lower tertile (<93
ms, n=142 patients) to 6.2% in the middle tertile (93 to 130 ms, n=143
patients) and 5.5% in the upper tertile (>130 ms, n=146
patients).
Mode of Death and Its Relation to Measured Variables
The protocol for UK-HEART was designed to reflect current clinical
practice in the management of patients with CHF. Our aim was to recruit
a wide spectrum of ambulant outpatients with mild to moderate symptoms
treated with optimal contemporary drug therapy and characterized
according to simple, widely available clinical techniques. The mean
ejection fraction of 0.41±0.17 in UK-HEART probably underestimates the
degree of left ventricular impairment present in our
study population, because M-mode echocardiography
is unreliable in a proportion of patients with regional wall motion
abnormalities. In addition, our entry criteria allowed some patients
with heart failure and normal systolic function to enter the
study, and this may also have contributed to the relatively high
ejection fraction. The baseline characteristics and annual mortality
rate of our study population are otherwise very similar to both V-HeFT
and SOLVD.3 19 Radionuclide angiography provides
a better index of baseline left ventricular function in
patients such as those enrolled in UK-HEART and would probably have
produced a lower mean ejection fraction for our study group. Despite
its disadvantages, most clinicians use simple
echocardiography in preference to radionuclide
angiography in routine day-to-day clinical practice, and this is
reflected in the protocol of UK-HEART.
In keeping with previous small and primarily retrospective studies, the
data from UK-HEART confirm that measurements of left
ventricular cavity dimensions from M-mode echocardiograms,
serum sodium, and the cardiothoracic ratio provide independent
prognostic information in multivariate analysis
of a large, prospective study.6 7 Patients who
manifest echocardiographic or radiological cardiac
enlargement or who have hyponatremia should be
considered to be at increased risk of premature death. We did not test
the value of measured peak oxygen consumption or
catecholamine assays, because they are not routinely
available to many clinicians.
Although HRV is reduced in many patients with
CHF,8 9 previous studies have failed to establish
a clinical role for the technique, because they contain only small
numbers of highly selected atypical patients and have produced
conflicting results.20 21 22 23 Our data indicate that
SDNN, rMSSD, and sNN50 are decreased in patients with CHF. The
mechanisms responsible for reduced HRV in CHF are complex. The sNN50
and rMSSD indices reflect the modulating effect of changes in
parasympathetic activity.11 14 The reduction in
these indices in UK-HEART confirms the findings of previous small
studies9 10 and indicates that a reciprocal
reduction in parasympathetic activity accompanies the well-described
sympathetic activation that occurs in CHF. The SDNN index is modulated
predominantly by low-frequency cyclical changes that have only recently
been studied in detail. These low-frequency changes in part reflect
thermoregulatory mechanisms, fluctuation in activity of the
renin-angiotensin system, and the function of
peripheral chemoreceptors.24 25 26
Recently, Mortara et al27 and Bernardi et
al28 investigated other mechanisms responsible
for low-frequency HRV, demonstrating that both respiratory pattern and
physical activity are important modulators of these slow cyclical
changes in heart rate and therefore, by inference, of the SDNN index.
The reduction in SDNN that we have demonstrated reflects the summed
influence of abnormalities in sympathetic, parasympathetic, and
renin-angiotensin activity; abnormal chemoreceptor
function; changes in respiratory pattern; and physical inactivity in
CHF.24 25 26 27 28 Abnormal breathing patterns and
physical inactivity are common in CHF, and concerns have been raised as
to whether this will limit the prognostic utility of HRV
analysis in this patient group.27 28 The
data from UK-HEART confirm that HRV analysis remains useful in
CHF and that it is not necessary to control for the effects of
respiratory pattern or physical activity when measurements are used for
prognostic purposes.
Our data also demonstrate that a simple and easily measured time-domain
index of autonomic activity, SDNN, is a significant predictor of
all-cause mortality and remains significant even after other common
variables available to clinicians have been controlled for. In
UK-HEART, an SDNN of >100 ms was associated with a relatively good
prognosis. In contrast, an SDNN of <100 ms (37.8% of our group) is
associated with a less favorable prognosis and an annual mortality rate
of 16.8%. The prognostic value of SDNN measured early after acute
myocardial infarction has been investigated previously; almost 74% of
postinfarction patients have an SDNN of <100 ms, with an annual
mortality rate of 7%.17 Using a value of <100
ms to categorize our patients with symptomatic CHF
identifies a smaller subgroup of patients who are at appreciably higher
risk of death, suggesting that measurement of SDNN may be of greater
value for risk stratification of CHF patients than for postinfarction
patients.
Our data relating to mode of death are based on relatively small
numbers of events, and many deaths in heart failure patients are
difficult to classify with certainty. The results should therefore be
viewed with caution, but they do provide insights into the
relationships between autonomic activity and mode of death in CHF.
Radiographic or echocardiographic cardiac
enlargement, the presence of nonsustained ventricular
tachycardia, and a reduction in serum potassium are all
independently related to the occurrence of SCD. These findings confirm
retrospective data from V-HeFT and GESICA, in which patients with
complex ventricular arrhythmias had a greater
degree of left ventricular impairment and an increased risk
of SCD.3 29 The relationship between serum
potassium and SCD may relate to facilitation of ventricular
tachyarrhythmias in hypokalemic patients. Although the
autonomic nervous system plays an important role in regulating
myocardial electrical stability, time-domain measurements of HRV did
not predict SCD in UK-HEART. The relationship between tonic autonomic
activity, autonomic reflexes, arrhythmia substrates, myocardial
electrical stability, and SCD in CHF has not been well defined.
Although the time-domain indices that we studied are not related to
SCD, a more detailed study of the autonomic environment of the heart
using techniques such as spectral analysis or measurement of
baroreceptor sensitivity, which do predict SCD in postinfarct
patients,30 31 may be of value. It may prove
difficult, however, to identify CHF patients at risk of SCD by use of
techniques for detecting myocardial electrical instability, because
many of these patients die of bradyarrhythmias,
electromechanical dissociation, or other mechanisms unrelated to
ventricular
tachyarrhythmias.32
In UK-HEART, a reduction in SDNN was the best independent predictor of
death due to progressive heart failure. The SDNN index is modulated by
multiple mechanisms, and a low SDNN in CHF reflects the presence of a
major degree of physiological dysfunction. The SDNN
index is not strongly related to simple measurements of left
ventricular systolic function in UK-HEART. It is
therefore possible to have evidence of widespread dysfunction in
cardiovascular regulatory mechanisms leading to a
reduction in SDNN, despite apparently well-compensated CHF. Persistent
neuroendocrine dysfunction with reflex activation of the
renin-angiotensin and sympathetic systems may aggravate
remodeling of the ventricle, leading to progressive heart failure in
patients with a low SDNN, and this may explain the relationship that we
have demonstrated. The sNN50 and rMSSD indices measure activity in only
1 component of the interlinked regulatory systems that are deranged in
CHF, and this may explain their inability to predict SCD or progressive
heart failure.
Our data in relation to mode of death suggest that 24-hour ambulatory
ECG may be useful in guiding the prescription of additional therapy for
patients with symptomatic CHF who are already established
on a diuretic and ACE inhibitor. The occurrence of
unsuspected supraventricular
tachyarrhythmias or conduction defects is associated
with an adverse prognosis,33 and these patients
may benefit from antithrombotic therapy or pacemaker implantation.
Patients with nonsustained ventricular
tachycardia are at increased risk of sudden death, and
their treatment should be reviewed to optimize cardiac
performance and eliminate hypokalemia. Angiotensin
II receptor antagonists, amiodarone, and
implantable defibrillators all have promise for the prevention of SCD
in CHF34 25 and may be of most value in patients
with nonsustained ventricular tachycardia. A
number of strategies are now available to favorably influence HRV in
patients with CHF. Digoxin, ß-blockers, centrally acting sympathetic
inhibitors, low-dose transdermal scopolamine, and exercise
training increase HRV (including SDNN).36 37 38 39 40
Recent data indicate that ß-blockers and digoxin prevent death due to
progressive heart failure, and this effect may be mediated in part by
the beneficial effect that these agents have on neuroendocrine
function.41 42 43 Patients with an SDNN <100 ms
are at considerable risk of death due to progressive heart failure and
may have the most to gain from the prescription of additional drug
therapy or the provision of an exercise training program.
We were able to obtain technically adequate ambulatory ECGs capable of
providing potentially useful prognostic information in 94.7% of our
study population. This diagnostic yield could be increased
by repeating studies in the small number of patients with technical
problems that arose during the recording period. Although our
study population is selected to exclude diabetics and patients with a
recent myocardial infarction, the value of reduced HRV as a marker of a
poor prognosis is already established in these populations. By
inference, our results can also be applied to CHF patients with these
conditions. Facilities for ambulatory monitoring and technical staff
trained in arrhythmia analysis are available in most
cardiology departments in developed countries.
Low-cost, commercially available software that will reliably measure
SDNN in a tape that has undergone an initial conventional
arrhythmia analysis is now available. Although more
complex time- and frequency-domain measurements of HRV are available
that provide more physiological information than
the SDNN index, our data indicate that this simple HRV index provides
potentially useful clinical information. If prospective intervention
studies confirm that targeted additional therapy is beneficial in CHF,
measurement of SDNN may become an essential part of routine clinical
evaluation. The dichotomy limits that we chose to evaluate the effect
of categorizing the HRV indices were an a priori requirement of
the UK-HEART protocol. We have also provided information on mortality
in SDNN tertiles to demonstrate that choosing other dichotomy points
would not significantly alter our results. It is apparent from Figure 1
In conclusion, the results of UK-HEART demonstrate that 24-hour
ambulatory ECG with measurement of SDNN and arrhythmias
provides important prognostic information when combined with a small
number of other simple measurements in symptomatic CHF. An
SDNN of <100 ms, particularly when associated with renal impairment or
hyponatremia, identifies patients at increased risk of
death due to progressive heart failure. The presence of nonsustained
ventricular tachycardia, particularly when it
is associated with radiological or echocardiographic
cardiac enlargement or hypokalemia, identifies patients at risk of SCD.
Prospective studies are necessary to determine whether these simple
measurements can be used to guide cost-effective use of therapeutic
interventions designed to prevent progression of heart failure and
premature death.
Received September 30, 1997;
revision received June 8, 1998;
accepted June 16, 1998.
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survivors of acute myocardial infarction. Eur Heart J. 1997;18:12781287.The aim of this study was to determine whether
autonomic activity, assessed by measuring heart rate variability (HRV),
provides independent prognostic information in chronic heart failure
(CHF). We studied 433 outpatients 62±9.6 years old with CHF followed
up for 482±161 days. In multivariate analysis,
the SDNN index was related to all-cause mortality and was the best
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treatment with an ACE inhibitor.
© 1998 American Heart Association, Inc.
Clinical Investigation and Reports
Prospective Study of Heart Rate Variability and Mortality in Chronic Heart Failure
Results of the United Kingdom Heart Failure Evaluation and Assessment of Risk Trial (UK-Heart)
![]()
Abstract
Top
Abstract
Introduction
Methods
Results
Discussion
References
BackgroundPatients with chronic
heart failure (CHF) have a continuing high mortality. Autonomic
dysfunction may play an important role in the pathophysiology of
cardiac death in CHF. UK-HEART examined the value of heart rate
variability (HRV) measures as independent predictors of death in
CHF.
Key Words: heart rate heart failure mortality
![]()
Introduction
Top
Abstract
Introduction
Methods
Results
Discussion
References
Despite recent advances, chronic heart failure (CHF) is a
difficult condition to manage in clinical practice, and mortality
remains high. The development of new therapeutic modalities has the
potential to reduce mortality, but their general applicability may be
limited by problems with toxicity or cost.1 2 A
large number of variables can be measured in CHF with the aim of
identifying higher-risk patients who could be targeted for additional
therapeutic interventions.3 4 5 6 Patients with
symptoms and signs at rest are relatively easy to identify by bedside
assessment. These patients currently have an annual mortality rate
>40% even with optimal medical therapy, but they make up only a small
proportion of the general heart failure
population.3 4 Despite therapy including an ACE
inhibitor, ambulant outpatients with CHF still have an
average annual mortality rate of 10%.7 Among
ambulant outpatients with CHF, some are at increased risk of early
death, but these are difficult to identify by currently available
methods of risk stratification.3 4 5 6 7
![]()
Methods
Top
Abstract
Introduction
Methods
Results
Discussion
References
Study Design and Organization
The protocol for the UK-HEART study was based on results
obtained from previous studies of HRV in CHF and specified a
prospective multicenter design with predetermined end
points.8 9 Patient recruitment and data
collection were carried out from clinical cardiology
departments in 4 UK centers (Leeds, Nottingham, Doncaster, and
Edinburgh) between December 1, 1993, and April 31, 1995.
Analysis of ambulatory ECGs and measurement of HRV were carried
out in an independent unit with extensive previous experience of HRV
analysis (Department of Medical Physics, University of
Edinburgh) that did not participate in patient recruitment and was
blinded to all other data.8 9 12 13 When patient
follow-up was completed, clinical and HRV data were collated in an
independent statistical center and analyzed with prespecified
end points and methodology.
Ambulant patients of either sex, 18 to 80 years old, with CHF
were recruited. The ethical committee at each institution approved the
protocol, and all patients gave informed consent. Patients were
eligible for the trial if they had stable clinical signs and symptoms
of CHF14 present for at least 3 months
classified as NYHA functional class I to III in association with
objective evidence of cardiac dysfunction at rest (pulmonary
venous congestion, pulmonary edema, or a cardiothoracic ratio
>0.55 on at least 1 chest radiograph, or a documented radionuclide or
echocardiographic left ventricular ejection
fraction <0.45). To avoid possible confounding effects, patients were
excluded if they had a concomitant condition known to have an
independent effect on autonomic activity (diabetes mellitus, chronic
renal failure, a history of alcohol abuse, clinical evidence of
autonomic neuropathy, or a recent myocardial infarction),
documented constrictive or hypertrophic
cardiomyopathy, sustained nonsinus dysrhythmias,
atrioventricular conduction defects, or a comorbid
noncardiac disease likely to limit survival.
At the time of recruitment into the study, a case record
form detailing baseline clinical and demographic data was completed for
all patients. An erect posteroanterior chest radiograph was obtained
and the cardiothoracic ratio measured. A venous blood sample was taken
at rest for assessment of electrolyte concentration and renal and liver
function. Two-dimensional and M-mode
echocardiography was performed by a standardized
protocol in accordance with the American Society of
Echocardiography recommendations. Left
ventricular cavity dimensions at end systole and end
diastole were measured, and the left
ventricular ejection fraction and fractional shortening
index were calculated according to standard formulas.
Twenty-four-hour ambulatory ECGs were obtained in all subjects
during normal, unrestricted out-of-hospital activity with a miniature
tape recorder (Tracker, Reynolds Medical Ltd) with a
crystal-generated time reference track that allows correction for
recording and replay speed errors to within 0.5% (a feature
essential for accurate measurement of HRV). Twenty-four-hour ambulatory
ECGs were replayed through a Pathfinder arrhythmia
analyzer (Reynolds Medical Ltd) to document the presence of
ventricular arrhythmias (>10
ventricular ectopic beats per hour, or the occurrence of
couplets or runs of nonsustained ventricular
tachycardia, defined as 3 or more consecutive
ventricular ectopic beats at a rate >120 bpm), which may
be associated with an adverse outcome in
CHF,3 4 6 and to facilitate accurate HRV
measurement. Ambulatory ECGs <16 hours in duration or with <90% of
the recording suitable for analysis were excluded to
avoid confounding effects due to circadian variations in HRV. After
initial arrhythmia analysis and editing, the remaining
normal-to-normal RR intervals in suitable recordings were
measured, and time-domain analysis of HRV was carried out
according to published guidelines.16 For the
purposes of this study, 3 different HRV indices were measured: (1) the
SD of all normal-to-normal RR intervals in the entire 24-hour
recording (SDNN), an index of the total amount of HRV
present in the 24-hour recording period, which is modulated
by multiple factors; (2) the number of increases in successive
normal-to-normal RR intervals >50 ms in the 24-hour recording
(sNN50), an index of parasympathetic activity; and (3) the square root
of the mean of the squares of the differences between adjacent
normal-to-normal RR intervals in the 24-hour recording (rMSSD),
a complementary index of parasympathetic activity.
We have previously found a log SD of 0.6 for between-subject
sNN50 in ambulant outpatients with CHF.12 13
Assuming that patients with mild to moderate CHF have an annual
mortality of 10%,7 a 90% power to detect a
2-fold difference in HRV in survivors compared with nonsurvivors at the
5% level of significance would occur with recruitment of 500 patients
followed up for 12 months. Descriptive group data are presented
as mean±SD unless otherwise stated. The Cox proportional hazards
regression model was used to determine which measurements were
significantly related to mortality during the follow-up period, with
the multivariate model used to adjust for the effect of
covariates. For the HRV measurements, prespecified values were used to
investigate the effect of categorizing variables. Previous studies
have demonstrated a relationship between HRV measured early after acute
myocardial infarction and outcome17 18 using
values of (1) SDNN of >100 ms, 50 to 100 ms, and <50 ms; (2) sNN50 of
>200, 200 to 100, and <100; and (3) rMSSD of >20 ms, 10 to 20 ms,
and <10 ms, and we therefore elected to investigate the utility of
those dichotomy points in the CHF population. In addition, we studied
the use of alternative dichotomy points by investigating mortality in
patients divided into tertiles according to SDNN values. Where
appropriate, Kaplan-Meier cumulative mortality curves were plotted for
HRV subgroups to display trends in mortality over time, and risk ratios
were calculated for categorized variables. Survival curves were
compared by the log-rank test.
![]()
Results
Top
Abstract
Introduction
Methods
Results
Discussion
References
Patient Recruitment and Follow-Up
A total of 529 patients were recruited. Five ambulatory ECGs were
lost in transit to the analysis center. Of the remaining 524
patients, 28 were excluded because of technical problems that precluded
analysis of the ambulatory ECGs, and 63 were excluded because
of the presence of unsuspected sustained arrhythmias or
conduction defects. The baseline characteristics and group mean HRV
measurements of the remaining 433 eligible patients are detailed in
Table 1
. The majority of patients
had ischemic heart disease (76%) and were treated with a
diuretic (97%) or ACE inhibitor (82%). Because
fewer than 500 evaluable patients were available for analysis,
we elected to extend the mean follow-up period to 482±161 days before
any analysis was carried out to maintain the power of the
study. Follow-up was completed on March 31, 1996, at which time 54
deaths had occurred, giving an annual mortality rate of 9.5% and
fulfilling the requirement of the power calculation. There was only a
weak relationship between SDNN and left ventricular
function (Figure 1
, Table 2
). A similar pattern was present for
sNN50 and rMSSD (r<0.15 for both variables).
View this table:
[in a new window]
Table 1. Patient Characteristics and Group Mean HRV
Measurements

View larger version (16K):
[in a new window]
Figure 1. Relation between left ventricular
function and HRV. Ejection fraction plotted against SDNN. Open circles
indicate survivors; crosses, nonsurvivors.
View this table:
[in a new window]
Table 2. Relation Between Left Ventricular Function and
HRV
The SDNN index was significantly associated with all-cause
mortality in univariate analysis (SDNN was
116.6±39.3 ms in survivors and 93.4±48.1 ms in patients who died,
P<0.0001). Measurements of sNN50 and rMSSD were similar in
survivors and patients who died (log sNN50 was 2.93±0.6 and 2.85±0.6,
respectively, P=NS; rMSSD was 22±12 and 19±8 ms,
respectively, P=NS). In multivariate
analysis, only 4 variables (including SDNN) were
significantly associated with all-cause mortality (Table 3
). When the patients were categorized
into their prespecified SDNN subgroups, there was a highly significant
difference in mortality associated with different levels of autonomic
dysfunction (Figure 2
, Table 4
).
View this table:
[in a new window]
Table 3. Statistically Significant Multivariate Predictors of
All-Cause Mortality

View larger version (12K):
[in a new window]
Figure 2. Kaplan-Meier survival curves in patients
categorized into SDNN subgroups. P<0.0001 for
difference in survival.
View this table:
[in a new window]
Table 4. All-Cause Mortality in SDNN
Subgroups
Of the 54 deaths that occurred, 18 were due to SCD (33%), 23 to
progressive heart failure (43%), and 7 to other
cardiovascular events (13%), and 6 were noncardiac
(11%). The variables that were significant independent predictors
of SCD or death due to progressive heart failure in
multivariate analysis are listed in Table 5
. SDNN was not associated with SCD but
was the best independent predictor of death due to progressive heart
failure in multivariate analysis.
View this table:
[in a new window]
Table 5. Statistically Significant Multivariate Predictors of
SCD or Death Due to Progressive Heart
Failure
![]()
Discussion
Top
Abstract
Introduction
Methods
Results
Discussion
References
For the first time in a large, prospective, and appropriately
powered study, reduced HRV has been demonstrated to be an independent
predictor of death in ambulant outpatients with CHF. The results of
UK-HEART provide novel insights into the pathophysiology of CHF and may
help clinicians to risk-stratify outpatients with CHF using a small
number of simple, widely available measurements. Risk stratification
may become increasingly important as new therapeutic approaches are
developed for CHF patients already treated with an ACE
inhibitor.
that a large proportion of all deaths in our study group occurred in
patients with the combination of a low ejection fraction and a low
SDNN. Risk stratification can be improved by using several
variables in combination and choosing optimal dichotomy points for
these variables,44 and the SDNN index may be
of most value when combined with the other simple prognostic measures
evaluated in UK-HEART.
![]()
Acknowledgments
Financial support for this study was provided by the Chest Heart
and Stroke Association (Scotland) and the Northern and Yorkshire
Research and Development Directorate. We would like to thank Dr D.
Ewing, who played a major role in the research that led to the
development of the UK-HEART project; Dr A.F. Mackintosh, who helped
to develop the protocol for the study, supported research assistants,
and provided equipment; our research assistants E. Batin, R. Riley, D.
Blakey, and G. Borthwick; Professor S. Ball, Dr J.M. McLenachan, Dr
E.J. Perrins, and Dr J.C. Cowan, who supported research assistants and
provided equipment; the consultant cardiologists who allowed us
to enter their patients into the study; S. Kiauku and T. Foster for
their contribution to data validating and processing; and Shirley
Rutter and Diana Arnold, who typed the manuscript.
![]()
References
Top
Abstract
Introduction
Methods
Results
Discussion
References
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C. Kurata, A. Uehara, and A. Ishikawa Improvement of Cardiac Sympathetic Innervation by Renal Transplantation J. Nucl. Med., July 1, 2004; 45(7): 1114 - 1120. [Abstract] [Full Text] [PDF] |
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D. Roach, W. Wilson, D. Ritchie, and R. Sheldon Dissection of long-range heart rate variability: Controlled induction of prognostic measures by activity in the laboratory J. Am. Coll. Cardiol., June 16, 2004; 43(12): 2271 - 2277. [Abstract] [Full Text] [PDF] |
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M. Tulppo and H. V. Huikuri Origin and significance of heart rate variability J. Am. Coll. Cardiol., June 16, 2004; 43(12): 2278 - 2280. [Full Text] [PDF] |
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A. M. Makikallio, T. H. Makikallio, J. T. Korpelainen, K. A. Sotaniemi, H. V. Huikuri, and V. V. Myllyla Heart rate dynamics predict poststroke mortality Neurology, May 25, 2004; 62(10): 1822 - 1826. [Abstract] [Full Text] [PDF] |
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C. M. O'Connor and K. E. Joynt Depression: are we ignoring an important comorbidity in heart failure? J. Am. Coll. Cardiol., May 5, 2004; 43(9): 1550 - 1552. [Full Text] [PDF] |
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S. Chowdhary, A. M. Marsh, J. H. Coote, and J. N. Townend Nitric Oxide and Cardiac Muscarinic Control in Humans Hypertension, May 1, 2004; 43(5): 1023 - 1028. [Abstract] [Full Text] [PDF] |
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J. Fletcher, A. N. Buch, H. C. Routledge, S. Chowdhary, J. H. Coote, and J. N. Townend Acute aldosterone antagonism improves cardiac vagal control in humans J. Am. Coll. Cardiol., April 7, 2004; 43(7): 1270 - 1275. [Abstract] [Full Text] [PDF] |
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K. M. I. Caron, L. R. James, H.-S. Kim, J. Knowles, R. Uhlir, L. Mao, J. R. Hagaman, W. Cascio, H. Rockman, and O. Smithies Cardiac hypertrophy and sudden death in mice with a genetically clamped renin transgene PNAS, March 2, 2004; 101(9): 3106 - 3111. [Abstract] [Full Text] [PDF] |
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L. Fauchier, D. Babuty, A. Melin, P. Bonnet, P. Cosnay, and J. P. Fauchier Heart rate variability in severe right or left heart failure: the role of pulmonary hypertension and resistances Eur J Heart Fail, March 1, 2004; 6(2): 181 - 185. [Abstract] [Full Text] [PDF] |
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J. E. Macdonald and A. D. Struthers What is the optimal serum potassium level in cardiovascular patients? J. Am. Coll. Cardiol., January 21, 2004; 43(2): 155 - 161. [Abstract] [Full Text] [PDF] |
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H C Routledge, J G Ayres, and J N Townend Why cardiologists should be interested in air pollution Heart, December 1, 2003; 89(12): 1383 - 1388. [Abstract] [Full Text] [PDF] |
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A S Androne, K Hryniewicz, R Goldsmith, A Arwady, and S D Katz Acetylcholinesterase inhibition with pyridostigmine improves heart rate recovery after maximal exercise in patients with chronic heart failure Heart, August 1, 2003; 89(8): 854 - 858. [Abstract] [Full Text] [PDF] |
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M. T. Kearney, J. Nolan, A. J. Lee, P. W. Brooksby, R. Prescott, A. M. Shah, A. G. Zaman, D. L. Eckberg, H.S. Lindsay, P. D. Batin, et al. A prognostic index to predict long-term mortality in patients with mild to moderate chronic heart failure stabilised on angiotensin converting enzyme inhibitors Eur J Heart Fail, August 1, 2003; 5(4): 489 - 497. [Abstract] [Full Text] [PDF] |
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P. A MacCarthy, M. T Kearney, J. Nolan, A. J Lee, R. J Prescott, A. M Shah, W P. Brooksby, and K. A A Fox Prognosis in heart failure with preserved left ventricular systolic function: prospective cohort study BMJ, July 10, 2003; 327(7406): 78 - 79. [Full Text] [PDF] |
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D. R. Murray What Is "Heart Rate Variability" and Is It Blunted by Tumor Necrosis Factor? Chest, March 1, 2003; 123(3): 664 - 667. [Full Text] [PDF] |
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H. A. Malave, A. A. Taylor, J. Nattama, A. Deswal, and D. L. Mann Circulating Levels of Tumor Necrosis Factor Correlate With Indexes of Depressed Heart Rate Variability: A Study in Patients With Mild-to-Moderate Heart Failure Chest, March 1, 2003; 123(3): 716 - 724. [Abstract] [Full Text] [PDF] |
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E. G. Livanis, P. Flevari, G. N. Theodorakis, F. Kolokathis, D. Leftheriotis, and D. Th. Kremastinos Effect of biventricular pacing on heart rate variability in patients with chronic heart failure Eur J Heart Fail, March 1, 2003; 5(2): 175 - 178. [Abstract] [Full Text] [PDF] |
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W. G. Stevenson and L. M. Epstein Predicting Sudden Death Risk for Heart Failure Patients in the Implantable Cardioverter-Defibrillator Age Circulation, February 4, 2003; 107(4): 514 - 516. [Full Text] [PDF] |
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M. T. La Rovere, G. D. Pinna, R. Maestri, A. Mortara, S. Capomolla, O. Febo, R. Ferrari, M. Franchini, M. Gnemmi, C. Opasich, et al. Short-Term Heart Rate Variability Strongly Predicts Sudden Cardiac Death in Chronic Heart Failure Patients Circulation, February 4, 2003; 107(4): 565 - 570. [Abstract] [Full Text] [PDF] |
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E.-H. Ha, J.-T. Lee, H. Kim, Y.-C. Hong, B.-E. Lee, H.-S. Park, and D. C. Christiani Infant Susceptibility of Mortality to Air Pollution in Seoul, South Korea Pediatrics, February 1, 2003; 111(2): 284 - 290. [Abstract] [Full Text] [PDF] |
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T. Yamada, T. Shimonagata, M. Fukunami, K. Kumagai, H. Ogita, A. Hirata, M. Asai, N. Makino, H. Kioka, H. Kusuoka, et al. Comparison of the prognostic value of cardiac iodine-123 metaiodobenzylguanidine imaging and heart rate variability in patients with chronic heart failure: A prospective study J. Am. Coll. Cardiol., January 15, 2003; 41(2): 231 - 238. [Abstract] [Full Text] [PDF] |
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J. Muntwyler, G. Abetel, C. Gruner, and F. Follath One-year mortality among unselected outpatients with heart failure Eur. Heart J., December 1, 2002; 23(23): 1861 - 1866. [Abstract] [Full Text] [PDF] |
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C A J Farquharson and A D Struthers Increasing plasma potassium with amiloride shortens the QT interval and reduces ventricular extrasystoles but does not change endothelial function or heart rate variability in chronic heart failure Heart, December 1, 2002; 88(5): 475 - 480. [Abstract] [Full Text] [PDF] |
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M. T. Kearney, K. A. A. Fox, A. J. Lee, R. J. Prescott, A. M. Shah, P. D. Batin, W. Baig, S. Lindsay, T. S. Callahan, W. E. Shell, et al. Predicting death due to progressive heart failure in patients with mild-to-moderate chronic heart failure J. Am. Coll. Cardiol., November 20, 2002; 40(10): 1801 - 1808. [Abstract] [Full Text] [PDF] |
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B. Silke, C. Campbell, and D. King The potential cardiotoxicity of antipsychotic drugs as assessed by heart rate variability J Psychopharmacol, July 1, 2002; 16(4): 355 - 360. [Abstract] [PDF] |
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G. Malfatto, G. Branzi, B. Riva, L. Sala, G. Leonetti, and M. Facchini Recovery of cardiac autonomic responsiveness with low-intensity physical training in patients with chronic heart failure Eur J Heart Fail, March 1, 2002; 4(2): 159 - 166. [Abstract] [Full Text] [PDF] |
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S. C. Malpas Neural influences on cardiovascular variability: possibilities and pitfalls Am J Physiol Heart Circ Physiol, January 1, 2002; 282(1): H6 - H20. [Abstract] [Full Text] [PDF] |
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S. Chowdhary, S. L. Nuttall, J. H. Coote, and J. N. Townend L-Arginine Augments Cardiac Vagal Control in Healthy Human Subjects Hypertension, January 1, 2002; 39(1): 51 - 56. [Abstract] [Full Text] [PDF] |
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L. Bernardi, P. Sleight, G. Bandinelli, S. Cencetti, L. Fattorini, J. Wdowczyc-Szulc, and A. Lagi Effect of rosary prayer and yoga mantras on autonomic cardiovascular rhythms: comparative study BMJ, December 22, 2001; 323(7327): 1446 - 1449. [Abstract] [Full Text] [PDF] |
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H. V. Huikuri, A. Castellanos, and R. J. Myerburg Sudden Death Due to Cardiac Arrhythmias N. Engl. J. Med., November 15, 2001; 345(20): 1473 - 1482. [Full Text] [PDF] |
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A. T. Yan, T. D. Bradley, and P. P. Liu The Role of Continuous Positive Airway Pressure in the Treatment of Congestive Heart Failure Chest, November 1, 2001; 120(5): 1675 - 1685. [Abstract] [Full Text] [PDF] |
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S. R. Magari, R. Hauser, J. Schwartz, P. L. Williams, T. J. Smith, and D. C. Christiani Association of Heart Rate Variability With Occupational and Environmental Exposure to Particulate Air Pollution Circulation, August 28, 2001; 104(9): 986 - 991. [Abstract] [Full Text] [PDF] |
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N P GALL, M T KEARNEY, A ZAMAN, S O'NUNAIN, K A A FOX, A FLAPAN, and J NOLAN Implementation of the NICE guidelines for the primary prevention of mortality from ventricular tachyarrhythmias: implications for UK electrophysiology centres; activity modelling from the UK-HEART study Heart, August 1, 2001; 86(2): 219a - 220. [Full Text] |
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K.-M. Yee, S. D. Pringle, and A. D. Struthers Circadian variation in the effects of aldosterone blockade on heart rate variability and QT dispersion in congestive heart failure J. Am. Coll. Cardiol., June 1, 2001; 37(7): 1800 - 1807. [Abstract] [Full Text] [PDF] |
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B. Eryonucu, K. Uzun, N. Guler, and M. Bilge Comparison of the acute effects of salbutamol and terbutaline on heart rate variability in adult asthmatic patients Eur. Respir. J., May 1, 2001; 17(5): 863 - 867. [Abstract] [Full Text] [PDF] |
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F. Lombardi, T. H Makikallio, R. J Myerburg, and H. V Huikuri Sudden cardiac death: role of heart rate variability to identify patients at risk Cardiovasc Res, May 1, 2001; 50(2): 210 - 217. [Full Text] [PDF] |
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X. Jouven, M. Zureik, M. Desnos, C. Guerot, and P. Ducimetiere Resting heart rate as a predictive risk factor for sudden death in middle-aged men Cardiovasc Res, May 1, 2001; 50(2): 373 - 378. [Abstract] [Full Text] [PDF] |
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G. Malfatto, G. Branzi, S. Gritti, L. Sala, R. Bragato, G. B. Perego, G. Leonetti, and M. Facchini Different baseline sympathovagal balance and cardiac autonomic responsiveness in ischemic and non-ischemic congestive heart failure Eur J Heart Fail, March 1, 2001; 3(2): 197 - 202. [Abstract] [Full Text] [PDF] |
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M. Kornitzer Predictive value of electrocardiographic markers for autonomic nervous system dysfunction in healthy populations: more studies needed Eur. Heart J., January 2, 2001; 22(2): 109 - 112. [PDF] |
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