Cheyne-Stokes respiration (CSR) is a periodic, highly dynamic, respiratory pattern and a known comorbidity in congestive heart failure (CHF) patients. It is generally seen as an indicator for a negative prognosis, even if no distinction in degree is known or understood. This paper aims to improve on existing attempts by creating a quantification of the behavior of the dynamic desaturation process of oxygen in the blood. We performed this work on a cohort of 11 subjects with CHF, reduced left ventricular ejection fraction, and CSR. The dynamic desaturation process was evaluated according to changes to peripheral capillary oxygenation SpO2 resulting from highly nonlinear relationships in the ventilatory system perturbed by periodic breathing. Hypoxaemic burden expressed as a static index T90 was compared to a novel relative desaturation index RDI, developed in this paper. While T90 represents a single value calculated using a static cut-off value of 90%SpO2, the RDI is more sensitive to dynamic influences as it uses the specific maximum change in saturation for each CSR episode. The threshold of T90=22minper night as suggested by Oldenburg et al. could not be confirmed to predict survival, but all central apneas resulting in a relative desaturation of SpO2 above a cut-off value of 8% were a 100% positive predictor of mortality. The RDI proved sufficiently stable in intraindividual measurements across CSR epochs. Across the cohort, it showed a bimodal distribution for the deceased group, indicative of a possible aetiological difference. Hence, it is our conclusion that a dynamic approach to analyse desaturation of oxygen during Cheyne-Stokes respiration is to be strongly favoured over a static approach to analysis.

1.
L. M.
Jaffe
,
J.
Kjekshus
, and
S. S.
Gottlieb
, “
Importance and management of chronic sleep apnoea in cardiology
,”
Eur. Heart J.
34
,
809
815
(
2013
).
2.
L.
Glass
, “
Dynamical disease: Challenges for nonlinear dynamics and medicine
,”
Chaos
25
,
097603
(
2015
).
3.
D. J.
Christini
and
L.
Glass
, “
Introduction: Mapping and control of complex cardiac arrhythmias
,”
Chaos
12
,
732
(
2002
).
4.
N.
Wessel
,
J.
Kurths
,
W.
Ditto
, and
R.
Bauernschmitt
, “
Introduction: Cardiovascular physics
,”
Chaos
17
,
015101
(
2007
).
5.
E. M.
Cherry
,
F. H.
Fenton
,
T.
Krogh-Madsen
,
S.
Luther
, and
U.
Parlitz
, “
Introduction to focus issue: Complex cardiac dynamics
,”
Chaos
27
,
093701
(
2017
).
6.
G. S.
Longobardo
,
N. S.
Cherniack
, and
A. P.
Fishman
, “
Cheyne-Stokes breathing produced by a model of the human respiratory system
,”
J. Appl. Physiol.
21
,
1839
1846
(
1966
).
7.
M. C.
Mackey
and
L.
Glass
, “
Oscillation and chaos in physiological control systems
,”
Science
197
,
287
289
(
1977
).
8.
S.
Javaheri
,
R.
Shukla
,
H.
Zeigler
, and
L.
Wexler
, “
Central sleep apnea, right ventricular dysfunction, and low diastolic blood pressure are predictors of mortality in systolic heart failure
,”
J. Am. Coll. Cardiol.
49
,
2028
2034
(
2007
).
9.
M. R.
Cowie
,
H.
Woehrle
,
K.
Wegscheider
,
C.
Angermann
,
M.-P.
d’Ortho
,
E.
Erdmann
,
P.
Levy
,
A. K.
Simonds
,
V. K.
Somers
,
F.
Zannad
, and
H.
Teschler
, “
Adaptive servo-ventilation for central sleep apnea in systolic heart failure
,”
New Engl. J. Med.
373
,
1095
1105
(
2015
).
10.
O.
Oldenburg
,
B.
Wellmann
,
A.
Buchholz
,
T.
Bitter
,
H.
Fox
,
U.
Thiem
,
D.
Horstkotte
, and
K.
Wegscheider
, “
Nocturnal hypoxaemia is associated with increased mortality in stable heart failure patients
,”
Eur. Heart J.
37
,
1695
1703
(
2016
).
11.
J.
Cheyne
, “A case of Apoplexy, in which the fleshy part of the heart was converted into Fat,” in The Dublin Hospital Reports (1818), Vol. 2, pp. 216–223.
12.
W.
Stokes
, “Fatty degeneration of the heart,” in The Diseases of the Heart and Aorta (1854), pp. 320–327.
13.
G.
Lorenzi-Filho
,
P. R.
Genta
,
A. C.
Figueiredo
, and
D.
Inoue
, “
Cheyne-Stokes respiration in patients with congestive heart failure: Causes and consequences
,”
Clinics
60
,
333
344
(
2005
).
14.
P. N.
Ainslie
and
J.
Duffin
, “
Integration of cerebrovascular CO2 reactivity and chemoreflex control of breathing: Mechanisms of regulation, measurement and interpretation
,”
Am. J. Physiol. Regul. Integr. Comp. Physiol.
296
,
R1473
R1495
(
2009
).
15.
A. B.
Hernandez
and
S. P.
Patil
, “
Pathophysiology of central sleep apneas
,”
Sleep Breath
20
,
467
482
(
2016
).
16.
C. P.
Oates
,
M.
Ananthram
, and
S. S.
Gottlieb
, “
Management of sleep disordered breathing in patients with heart failure
,”
Curr. Heart Fail. Rep.
15
,
123
130
(
2018
).
17.
M. T.
Naughton
, “
PRO: Persistent central sleep apnea/hunter-cheyne-stokes breathing, despite best guideline-based therapy of heart failure with reduced ejection fraction, is a compensatory mechanism and should not be suppressed
,”
J. Clin. Sleep Med.
14
,
909
914
(
2018
).
18.
S.
Javaheri
,
L. K.
Brown
, and
R.
Khayat
, “
CON: Persistent central sleep apnea/hunter-cheyne-stokes breathing, despite best guideline-based therapy of heart failure with reduced ejection fraction, is not a compensatory mechanism and should be suppressed
,”
J. Clin. Sleep Med.
14
,
915
921
(
2018
).
19.
V. C. F.
Helland
,
S.
Postnova
,
U.
Schwarz
,
J.
Kurths
,
B.
Kundermann
,
U.
Hemmeter
, and
H. A.
Braun
, “
Comparison of different methods for the evaluation of treatment effects from the sleep EEG of patients with major depression
,”
J. Biol. Phys.
34
,
393
404
(
2008
).
20.
F. F.
Hildenbrand
,
K. E.
Bloch
,
R.
Speich
, and
S.
Ulrich
, “
Daytime measurements underestimate nocturnal oxygen desaturations in pulmonary arterial and chronic thromboembolic pulmonary hypertension
,”
Respiration
84
,
477
484
(
2012
).
21.
A.
Rodenbeck
, “
Manual der American academy of sleep medicine - Überblick über die updateversion 2.0
,”
Somnologie
17
,
122
130
(
2013
).
22.
G.
Goeckenjan
,
Kontinuierliche Messung des arteriellen Sauerstoffpartialdrucks
, 1st ed. (
Springer-Verlag
,
1981
).
23.
J. B.
West
,
Pulmonary Pathophysiology: The Essentials
, 8th ed. (
Lippincott Williams & Wilkins
,
2013
).
24.
C.
Bohr
,
K.
Hasselbalch
, and
A.
Krogh
, “
Über einen in biologischer Beziehung wichtigen Einfluss, den die Kohlensäurespannung des Blutes auf dessen Sauerstoffbindung übt
,”
Skandinavisches Archiv Für Physiologie
16
,
402
412
(
1904
).
25.
T. D.
Bradley
,
A. G.
Logan
,
R. J.
Kimoff
,
F.
Sris
,
D.
Morrison
,
K.
Ferguson
,
I.
Belenkie
,
M.
Pfeifer
,
J.
Fleetham
,
P.
Hanly
,
M.
Smilovitch
,
G.
Tomlinson
, and
J. S.
Floras
, “
Continuous positive airway pressure for central sleep apnea and heart failure
,”
New Engl. J. Med.
353
,
2025
2033
(
2005
).
26.
M.
Riedl
,
A.
Müller
,
J. F.
Kraemer
,
T.
Penzel
,
J.
Kurths
, and
N.
Wessel
, “
Cardio-respiratory coordination increases during sleep apnea
,”
PLoS ONE
9
,
e93866
(
2014
).
27.
H.
Krause
,
J. F.
Kraemer
,
T.
Penzel
,
J.
Kurths
, and
N.
Wessel
, “
On the difference of cardiorespiratory synchronisation and coordination
,”
Chaos
27
,
093933
(
2017
).
28.
R. D.
McEvoy
,
N. A.
Antic
,
E.
Heeley
,
Y.
Luo
,
Q.
Ou
,
X.
Zhang
,
O.
Mediano
,
R.
Chen
,
L. F.
Drager
,
Z.
Liu
,
G.
Chen
,
B.
Du
,
N.
McArdle
,
S.
Mukherjee
,
M.
Tripathi
,
L.
Billot
,
Q.
Li
,
G.
Lorenzi-Filho
,
F.
Barbe
,
S.
Redline
,
J.
Wang
,
H.
Arima
,
B.
Neal
,
D. P.
White
,
R. R.
Grunstein
,
N.
Zhong
, and
C. S.
Anderson
, “
CPAP for prevention of cardiovascular events in obstructive sleep apnea
,”
New Engl. J. Med.
375
,
919
931
(
2016
).
29.
A.
Kulkas
,
B.
Duce
,
T.
Leppänen
,
C.
Hukins
, and
J.
Töyräs
, “
Severity of desaturation events differs between hypopnea and obstructive apnea events and is modulated by their duration in obstructive sleep apnea
,”
Sleep Breath
21
,
829
835
(
2017
).
30.
R. B.
Berry
,
R.
Brooks
,
C. E.
Gamaldo
,
S. M.
Harding
,
C. L.
Marcus
, and
B. V.
Vaughn
, The AASM Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical SPecifications, Version 2.0 (American Academy of Sleep Medicine, Darien, Illinois, 2012).
You do not currently have access to this content.