Background:

Recurrent nocturnal hypoxemia in obstructive sleep apnea enhances sympathetic function, decreases baroreceptor sensitivity, and weakens peripheral vascular responses to adrenergic signals. The authors hypothesized that the percentage of total sleep time spent at oxyhemoglobin saturation (Sao2) less than 90% and minimum nocturnal Sao2 on preoperative polysomnography are associated with decreased intraoperative mean arterial pressure.

Methods:

The authors examined the records of all patients who had laparoscopic bariatric surgery at Cleveland Clinic between 2005 and 2009 and an available polysomnography study. The authors assessed the relationships between the percentage of total sleep time spent at Sao2 less than 90% and minimum nocturnal Sao2, and the time-weighted average of mean arterial pressure. The authors used multivariable regression models to adjust for prespecified clinical confounders.

Results:

Two hundred eighty-one patients were included in the analysis. The average change in the time-weighted average of mean arterial pressure was −0.02 (97.5% CI, −0.08, 0.04) mmHg for each 1% absolute increase in the percentage of sleep time spent at Sao2 less than 90% (P = 0.50). The average change was −0.13 (97.5% CI, −0.27, 0.01) mmHg, for each 1% absolute decrease in the minimum Sao2 (P = 0.04 > significance criterion of 0.025, Bonferroni correction). An unplanned analysis estimated 1% absolute decrease in minimum Sao2 was associated with −0.22 (98.75% CI, −0.39, −0.04) mmHg, change in mean arterial pressure (P = 0.002) in the time period between endotracheal intubation and trocar insertion.

Conclusion:

Recurrent nocturnal hypoxemia in obstructive sleep apnea is not a risk marker for intraoperative hypotension.

What We Already Know about This Topic
  • Approximately 30% of the general population suffers from obstructive sleep apnea. Patients suffering from obstructive sleep apnea present with a chronic enhancement in sympathetic adrenergic activity that is considered one of the major mechanisms in the development of cardiovascular morbidity in this population. Thus, obstructive sleep apnea patients may have increased risk for intraoperative and postoperative morbidity consequent to hemodynamic instability.

  • This study investigated whether nocturnal intermittent hypoxia consequent to obstructive sleep apnea, as quantified by the percentage of total sleep time spent at Sao2 less than 90% and the minimum nocturnal Sao2, is associated with decreased intraoperative mean arterial pressure in patients undergoing laparoscopic bariatric surgery.

What This Article Tells Us That Is New
  • Recurrent nocturnal hypoxemia in obstructive sleep apnea is not a risk marker for intraoperative hypotension in patients undergoing laparoscopic bariatric surgery.

OBSTRUCTIVE sleep apnea (OSA) is common and characterized by repeated partial or complete airway collapse during sleep, potentially leading to severe oxyhemoglobin desaturation.1  Approximately 30% of the general population suffers from OSA,2  while a similar fraction of surgical patients3  are at high risk for the disease, with most of them lacking a formal diagnosis.3–5  OSA has been linked to cardiovascular6,7  and metabolic8  morbidity, while a diagnosis of moderate-to-severe disease (≥15 apnea/hypopnea events per hour of sleep) has been identified as an independent risk factor for all-cause and cardiovascular mortality.9,10  As in other studies linking OSA to cardiovascular morbidity,11,12  these investigations suggest that nocturnal intermittent hypoxia, rather than sleep fragmentation, is the responsible risk-increasing element.

Patients suffering from OSA present with a chronic enhancement in sympathetic adrenergic activity13,14  that is considered one of the major mechanisms in the development of cardiovascular morbidity in this population.15  This excess in adrenergic signaling is associated with an almost twofold increase in blood pressure variability,16  a significant attenuation of baroreflex sensitivity,17,18  and decreased peripheral vascular adrenergic responses,19  in OSA patients compared to normal subjects. Both animal and human experiments demonstrate that the magnitude of these alterations in cardiovascular homeostatic mechanisms is proportional to the severity of the disease as measured by the number of apnea/hypopnea events per hour of sleep and the associated extent of recurrent hypoxemia.

The severity of nocturnal arterial desaturation was found to be the strongest predictor of baroreceptor sensitivity depression in OSA subjects.17  In a rat model of chronic intermittent hypoxia, the resulting sympathetic overactivity was associated with a paradoxical decrease in the pressor response to adrenergic signals20  suggesting peripheral adaptation to chronic adrenergic overstimulation. Consistent with these observations is a recent report that patients at high risk for OSA (based on a validated risk prediction model) were more likely to receive vasopressors to maintain hemodynamic goals intraoperatively than low-risk patients.21 

Even short periods of low intraoperative mean arterial pressure (MAP) are strongly associated with postoperative morbidity and associated organ damage.22  Impaired cardiovascular homeostasis may render OSA patients more vulnerable to hypotensive stimuli during a general anesthetic.23,24  Furthermore, defects in blood flow autoregulation mechanisms for vital target organs like the brain25,26  may decrease the ability of subjects with OSA to cope with low perfusion insults. OSA patients may thus especially be at risk for intraoperative and postoperative morbidity consequent to hemodynamic instability including cardiovascular events and transfers to intensive care settings.27–29 

We thus retrospectively examined the intraoperative blood pressure in patients who had laparoscopic bariatric surgery. Specifically, we tested the hypothesis that nocturnal intermittent hypoxia consequent to OSA, as quantified by the percentage of total sleep time spent at oxyhemoglobin saturation (Sao2) less than 90% and the minimum nocturnal Sao2, are associated with decreased intraoperative MAP.

With approval from the Cleveland Clinic Institutional Review Board (Cleveland, Ohio), we undertook a retrospective observational study using data from the Cleveland Clinic Perioperative Health Documentation System. This registry contains the complete anesthesia record for all noncardiac surgery patients, and is linked to the full electronic medical record and about a dozen other data sources.

We used deidentified information from electronic records and the paper charts of patients who had laparoscopic bariatric surgery at the Cleveland Clinic Main Campus between June 2005 and December 2009, to retrospectively examine the relationship between the severity of chronic intermittent hypoxia, as measured by overnight polysomnography, and intraoperative MAP in patients suffering from OSA.

Patients

Eligible were all patients who had laparoscopic bariatric procedures between June 2005 and December 2009 and had a diagnosis of OSA with a polysomnography study performed within two preoperative years. We excluded patients who did not have a polysomnography report available and/or those whose polysomnography reports were missing critical exposure variables such as the percentage of total sleep time spent at Sao2 less than 90%, or minimum nocturnal Sao2. We also excluded patients missing any of the prespecified potential confounders. Patients with severe cardiopulmonary disease associated with respiratory insufficiency and/or requiring oxygen supplementation during daytime or sleep, were also excluded.

Sleep studies were performed and evaluated, according to consensus and practice guidelines published by the American Academy of Sleep Medicine.30–33  Briefly, 14-channel polysomnography included monitoring the electroencephalogram, electro-oculogram, electromyogram, oronasal flow by thermocouples and nasal pressure, thoracic and abdominal movement by inductance plethysmography, and oxyhemoglobin saturation by pulse oximetry (Sao2). The apnea/hypopnea and arousal indices were estimated by dividing the number of all events occurring during sleep with the total sleep time calculated as the sum of all sleep stage periods.

Anesthetic Management

General anesthesia was induced with propofol, fentanyl, and rocuronium or succinylcholine, and maintained with a volatile anesthetic in an oxygen/air mixture. Fentanyl, morphine, alfentanil, remifentanil, or hydromorphone was titrated to patients’ vital signs. Vasopressors such as ephedrine, phenylephrine, or epinephrine were used to maintain blood pressure within 20% of preoperative level. Intraabdominal pressure during the pneumoperitoneum was automatically controlled at a level equal to, or less than 15 mm H2O. Epidural analgesia was not used.

Outcomes and Exposures

Time-weighted average intraoperative MAP was the main outcome in our analysis. Intraoperative blood pressure data were acquired from an electronic anesthesia record-keeping system, which continuously records minute-by-minute data from physiologic monitors during the intraoperative period. When an arterial catheter was used, blood pressure was recorded every minute. When noninvasive blood pressure monitoring was employed, blood pressure was recorded at 1- to 5-min intervals. We removed blood pressure artifacts, which were identified by out of range, abrupt change, and moving average methods.

Our main exposure variables were the percentage of total sleep time spent at Sao2 less than 90% and the minimum nocturnal Sao2 listed in polysomnography reports, two parameters indicating the nocturnal oxygenation status of the patients with OSA. Investigators scrutinized the paper charts of patients with a diagnosis of sleep-disordered breathing and recovered any existing polysomnography reports. When polysomnography details were not included in the medical charts, the investigators contacted the respective sleep laboratories and recovered the full reports. From the polysomnography reports, the total sleep time spent at Sao2 less than 90%, the minimum nocturnal Sao2, and the apnea/hypopnea index (events per hour of sleep) were recorded.

Exposure variables that were of interest because of their confounding potential were identified in our electronic registry and recorded. These included patients age, sex, and race, as well as morphometric characteristics like body height and weight that were used to estimate the body mass index [= (weight in kg)/(height in m)2]. Important comorbid conditions including smoking status, hypertension, coronary artery disease, and diabetes, as well as the use of antihypertensive medications and continuous positive airway pressure for management of OSA were also determined from electronic or paper medical records. And finally, we also recorded the type of bariatric surgery and various intraoperative variables including surgery duration, anesthetic drug doses/gas concentrations, opioid use, as well as the amount of fluids and the type and doses of vasopressors that were given intraoperatively.

Statistical Analysis

All patients with available information on the examined exposure parameters and outcomes were included in the analysis. We assessed the relationships between nocturnal recurrent hypoxemia (severity measured by the percentage of total sleep time spent at Sao2 less than 90% and the minimum nocturnal Sao2) and intraoperative time-weighted average of MAP (a total of two analyses), each with a multivariable regression model. The time-weighted average of MAP is equal to the sum of the portion of each time interval in-between two adjacent MAP measurements multiplied by the average of the corresponding two MAP measurements and divided by the time interval between the first and the last MAP measurements. We prespecified the following 11 potential confounders including age, sex, race, body mass index, smoking status, diabetes mellitus, hypertension, coronary artery disease, preoperative use of antihypertensive medications, continuous positive airway pressure therapy, and type of bariatric surgery (i.e., laparoscopic gastroenterostomy vs. others). All the above potential confounders were considered for inclusion in each model using a backward selection procedure (alpha-to-stay = 0.20). A Bonferroni correction was used to adjust for multiple testing; the significance criterion for each individual analysis was P value less than 0.025 (i.e., 0.05/2).

Intraoperative opioids were converted to IV morphine equivalents using published conversion tables.34  The total amount of anesthetic gas (including isoflurane, desflurane, and sevoflurane) was estimated by multiplying the end-tidal gas concentration by the duration of volatile administration in hours, and then dividing by the corresponding potency (i.e., 1.17 vol % for isoflurane, 1.8 vol % for sevoflurane, and 6.6 vol % for desflurane).

Secondary Analyses.

We also evaluated the relationship between percentage of total sleep time spent at Sao2 less than 90% and minimum nocturnal Sao2, and intraoperative use of vasopressor (yes vs. no), including ephedrine, epinephrine, and phenylephrine, each using a multivariable logistic regression. Among patients who received vasopressor, we further assessed the relationship between percentage of total sleep time spent at Sao2 less than 90% and minimum nocturnal Sao2, and the total dose of vasopressor, using a multivariable regression model. The dose of ephedrine was converted to phenylephrine using a potency ratio between phenylephrine (μg) and ephedrine (mg) of 125, as suggested previously.35  Subsequently, the total dose of vasopressor (phenylephrine equivalent) was calculated by adding of the dose of ephedrine and the dose of phenylephrine. Two patients given epinephrine were not included in this analysis. All the above mentioned potential confounders were considered for inclusion in each model through the use of a backward selection procedure (alpha-to-stay = 0.20).

We also conducted four unplanned exploratory analyses focusing on the associations between the percentage of total sleep time spent at Sao2 less than 90% and minimum nocturnal Sao2, and the intraoperative time-weighted average of MAP, separately for the time periods spanning from endotracheal intubation to trocar insertion and from trocar insertion until the end of case, using the same statistical methods as in the primary analysis. A Bonferroni correction was used to adjust for multiple testing; the significance criterion for each individual analysis was thus P value less than 0.0125 (i.e., 0.05/4).

The Statistical Analysis Software version 9.3 (SAS Institute, Cary, NC) was used for all analyses.

One thousand six hundred forty-one adult patients had laparoscopic bariatric surgery at the Cleveland Clinic Main Campus between June 6, 2005 and December 30, 2009. Among 335 who had an overnight polysomnography performed, 54 patients with missing minimum nocturnal Sao2, percentage of total sleep time at Sao2 less than 90%, and/or other covariates were excluded from the analyses, yielding a final set of 281 patients (table 1 and fig. 1). More than 71% of our patients had a polysonography study performed within 1 yr preoperatively, and 52% of the tests were done within 6 months before surgery.

After removing artifacts (2% of all measurements), the median of number of MAP measurements between endotracheal intubation and end of the case was 59 [Q1, Q3: 47, 91]. The observed mean (SD) of the intraoperative time-weighted average of MAP was 89 (11) mmHg. The observed median of percentage of total sleep time spent at Sao2 less than 90% was 8.1% [1.4, 26.9] and median of minimum nocturnal Sao2 was 82% [74, 86]. The unadjusted associations are displayed in figure 2.

We found that neither percentage of total sleep time spent at Sao2 less than 90% (P = 0.50) nor minimum nocturnal Sao2 (P = 0.04 > Bonferroni-corrected significance criterion of 0.025) was associated with intraoperative time-weighted average of MAP (table 2). The estimated average change in time-weighted average of MAP was −0.02 (97.5% CI, −0.08 to 0.04) mmHg for each 1% absolute increase in the percentage of total sleep time spent at Sao2 less than 90%, after adjusting for smoking and coronary artery disease (retained via the model selection procedure). The estimated average change was −0.13 (97.5% CI, −0.27 to 0.01) mmHg, for each 1% absolute decrease in the minimum nocturnal Sao2, after adjusting for smoking and coronary artery disease. For example, in a minimum nocturnal Sao2 reduction from 92 to 74%, the time-weighted average of MAP would decrease 2.3 mmHg (−2.3 [97.5% CI, −4.8 to 0.1]).

Secondary Analyses

One hundred fifty-three (54%) patients were given vasopressor intraoperatively. Receiving vasopressor was not significantly associated with either percentage of total sleep time spent at Sao2 less than 90% (P = 0.86) or minimum nocturnal Sao2 (P = 0.39). The estimated odds ratio of receiving vasopressor was 1.00 (97.5% CI, 0.99 to 1.01) for each 1% absolute increase in percentage of total sleep time spent at Sao2 less than 90% and 1.01 (0.98 to 1.04) for each 1% absolute decrease in minimum nocturnal Sao2. Age, body mass index, smoking, coronary artery disease, hypertension, and type of bariatric surgery were adjusted for in both analyses.

Among the 154 patients given vasopressor, 97 received ephedrine with median dose of 10 [10, 20] mg; two patients were given epinephrine; and 109 patients received phenylephrine with a median dose of 200 [100, 400] μg. The estimated total dose of vasopressor in phenylephrine equivalents was 1,250 [400, 2,050] μg. The estimated average change in the total dose of vasopressor was −3 (97.5% CI, −14 to 8) μg for each 1% absolute increase in the percentage of total sleep time spent at Sao2 less than 90% (P = 0.59), after adjusting for age, sex, and preoperative use of antihypertensive medications. The estimated change in the dose was 9 (−16, 34) μg for each 1% absolute decrease in the minimum nocturnal Sao2 (P = 0.41), after adjusting for age, sex, smoking, diabetes, and preoperative use of antihypertensive medications.

Exploratory Analyses

The median number of MAP measurements between endotracheal intubation and trocar insertion was 9 [6, 13], while between trocar insertion and end of case was 48 [37, 77]. Consistently with our primary analysis, we found that neither the percentage of total sleep time spent at Sao2 less than 90% nor the minimum nocturnal Sao2, was associated with time-weighted average of MAP, during the period spanned from trocar insertion to end of case. However, the lower minimum nocturnal Sao2 in the preoperative polysomnography was significantly associated with lower time-weighted average of MAP during the time period spanned from endotracheal intubation to trocar insertion (P = 0.002; table 2).

After adjusting for prespecified potential confounders, intermittent nocturnal hypoxia (measured by the percentage of total sleep time spent at Sao2 less than 90% and the minimum nocturnal Sao2) was not significantly associated with intraoperative MAP during laparoscopic bariatric surgery in patients suffering from OSA.

Selection of chronic intermittent hypoxia indices as an explanatory variable for intraoperative hypotension was based on a priori information linking intermittent hypoxia to cardiovascular morbidity. The original clinical trials establishing the relationship between OSA, sympathetic overactivity13,14,16,18  and cardiovascular morbidity6,15  were based on the number of apnea/hypopnea events during sleep.6,13,14,16,18,19  However, more recent research evidence has established recurrent nocturnal hypoxemia17,20  as the putative causative component. Human17  and animal20  experiments show that intermittent hypoxia, through an enhancement of sympathetic adrenergic mechanisms, may reduce the cardiovascular system’s ability to adequately compensate for acute hypotensive challenges. Both a depression of baroreceptor sensitivity17,18  and the reduced vascular reactivity to adrenergic signals19,20  may amount to the insufficiency of autonomic nervous control in counteracting hypotension during anesthesia.

Overnight preoperative polysomnography showed that approximately 60% of our bariatric patients had moderate-to-severe OSA with an apnea/hypopnea index ≥15 events per hour of sleep, which is consistent with the current epidemiological profile of the disease in the general population.2  A median percentage of total sleep time spent at Sao2 less than 90% of 8.1% and a median nocturnal minimum Sao2 of 82% indicate clinically important hypoxemia, which compares with magnitudes of oxyhemoglobin desaturation in studies establishing OSA as an independent risk factor for stroke (median % of total sleep time at Sao2 less than 90%: 0.4 vs. 0.1, with and without ischemic stroke)36 ; cardiovascular disease (hypopneas with a 4% or more decrease in Sao2 were predictive vs. those with less 4%)11 ; atrial fibrillation (each 1% absolute decrease in the mean nocturnal Sao2 tripled the risk for atrial fibrillation)37 ; insulin resistance (average nocturnal Sao2 less than 94% and more than 2.2% of total sleep time at Sao2 less than 90% predicted insulin resistance)38 ; and sleep-related pain (a decrease in the minimum nocturnal Sao2 from 92 to 75% approximately doubled the odds for reporting pain).39 

Intraoperative hypotension, as traditionally defined, is common24,40  and as we22,41  and others42–44  have shown, low intraoperative MAP may increase morbidity and mortality after noncardiac surgery. A recent large-scale analysis of noncardiac surgery patients found that intraoperative MAP less than 55 mmHg for 5 min or less was strongly associated with postoperative acute kidney injury (30% increase) and myocardial injury (50% increase).22  If OSA patients are prone to develop intraoperative hypotension, they might also be at elevated risk for adverse postoperative outcomes related to their decreased ability to cope with low perfusion insults;25,26  possibly rendering this patient population vulnerable to postoperative central nervous system45,46  and cardiovascular27–29  morbidities.

Our exploratory analyses was based on the possibility that pneumoperitoneum, with its profound cardiovascular effects resulting in hyperdynamic circulation,47,48  may have obscured the smaller potential effects of nocturnal hypoxia. We observed that the minimum nocturnal Sao2 in preoperative polysomnography was significantly associated with time-weighted average MAP, during the period spanning from endotracheal intubation to trocar insertion. A minimum nocturnal Sao2 of 74%, common occurrence among OSA populations, was associated with a reduction in average MAP of approximately 4 mmHg (98.5% CI, 7.0 to 0.7). Although the average effect of nocturnal hypoxemia on intraoperative MAP appears to be small and was restricted to the period between endotracheal intubation and trocar insertion, it is at least consistent with the biological rationale underlying our hypothesis. Large observational cohorts in noncardiac surgery patients have shown that 50% of patients experience at least a minute with MAP 60 mmHg or less, and that 30% experience at least 5 min with MAP 60 mmHg or less.24  Such hypotensive episodes may thus be aggravated by nocturnal hypoxia, and may place patients at risk.22,44  However, we urge cautious interpretation of this finding since it was from an unplanned post hoc analysis and only barely statistically significant.

As in any retrospective analysis, residual confounding is likely and it is essentially impossible to estimate its magnitude and potential influence on our conclusions. Furthermore, certain factors, like fluid administration and the use of drugs, might be mediating variables that transmit the effect of chronic intermittent hypoxia on the mean intraoperative arterial pressure. However, in our analysis, we did not investigate the possible mediator effects. Finally, although most sleep studies were performed within one year preoperatively, our ability to identify associations between nocturnal hypoxia and intraoperative hypotension may have been degraded by changes in the severity of OSA between the time nocturnal hypoxemia was measured and the actual date of surgery.

In summary, chronic recurrent nocturnal hypoxemia resulting from OSA is not associated with intraoperative hypotension. An exploratory post hoc analysis reveals a weak association and a small effect of nocturnal hypoxemia on MAP, only a limited period intraoperatively. The significance and potential clinical implications of this finding remain to be tested.

Support was provided solely from institutional and/or departmental sources.

The authors declare no competing interests.

1.
White
DP
,
Younes
MK
:
Obstructive sleep apnea.
Compr Physiol
2012
;
2
:
2541
94
2.
Peppard
PE
,
Young
T
,
Barnet
JH
,
Palta
M
,
Hagen
EW
,
Hla
KM
:
Increased prevalence of sleep-disordered breathing in adults.
Am J Epidemiol
2013
;
177
:
1006
14
3.
Finkel
KJ
,
Searleman
AC
,
Tymkew
H
,
Tanaka
CY
,
Saager
L
,
Safer-Zadeh
E
,
Bottros
M
,
Selvidge
JA
,
Jacobsohn
E
,
Pulley
D
,
Duntley
S
,
Becker
C
,
Avidan
MS
:
Prevalence of undiagnosed obstructive sleep apnea among adult surgical patients in an academic medical center.
Sleep Med
2009
;
10
:
753
8
4.
Young
T
,
Evans
L
,
Finn
L
,
Palta
M
:
Estimation of the clinically diagnosed proportion of sleep apnea syndrome in middle-aged men and women.
Sleep
1997
;
20
:
705
6
5.
Singh
M
,
Liao
P
,
Kobah
S
,
Wijeysundera
DN
,
Shapiro
C
,
Chung
F
:
Proportion of surgical patients with undiagnosed obstructive sleep apnoea.
Br J Anaesth
2013
;
110
:
629
36
6.
Peppard
PE
,
Young
T
,
Palta
M
,
Skatrud
J
:
Prospective study of the association between sleep-disordered breathing and hypertension.
N Engl J Med
2000
;
342
:
1378
84
7.
Yaggi
HK
,
Concato
J
,
Kernan
WN
,
Lichtman
JH
,
Brass
LM
,
Mohsenin
V
:
Obstructive sleep apnea as a risk factor for stroke and death.
N Engl J Med
2005
;
353
:
2034
41
8.
Punjabi
NM
,
Beamer
BA
:
Alterations in glucose disposal in sleep-disordered breathing.
Am J Respir Crit Care Med
2009
;
179
:
235
40
9.
Young
T
,
Finn
L
,
Peppard
PE
,
Szklo-Coxe
M
,
Austin
D
,
Nieto
FJ
,
Stubbs
R
,
Hla
KM
:
Sleep disordered breathing and mortality: Eighteen-year follow-up of the Wisconsin sleep cohort.
Sleep
2008
;
31
:
1071
8
10.
Punjabi
NM
,
Caffo
BS
,
Goodwin
JL
,
Gottlieb
DJ
,
Newman
AB
,
O’Connor
GT
,
Rapoport
DM
,
Redline
S
,
Resnick
HE
,
Robbins
JA
,
Shahar
E
,
Unruh
ML
,
Samet
JM
:
Sleep-disordered breathing and mortality: A prospective cohort study.
PLoS Med
2009
;
6
:
e1000132
11.
Punjabi
NM
,
Newman
AB
,
Young
TB
,
Resnick
HE
,
Sanders
MH
:
Sleep-disordered breathing and cardiovascular disease: An outcome-based definition of hypopneas.
Am J Respir Crit Care Med
2008
;
177
:
1150
5
12.
Gami
AS
,
Pressman
G
,
Caples
SM
,
Kanagala
R
,
Gard
JJ
,
Davison
DE
,
Malouf
JF
,
Ammash
NM
,
Friedman
PA
,
Somers
VK
:
Association of atrial fibrillation and obstructive sleep apnea.
Circulation
2004
;
110
:
364
7
13.
Somers
VK
,
Dyken
ME
,
Clary
MP
,
Abboud
FM
:
Sympathetic neural mechanisms in obstructive sleep apnea.
J Clin Invest
1995
;
96
:
1897
904
14.
Narkiewicz
K
,
van de Borne
PJ
,
Cooley
RL
,
Dyken
ME
,
Somers
VK
:
Sympathetic activity in obese subjects with and without obstructive sleep apnea.
Circulation
1998
;
98
:
772
6
15.
Baguet
JP
,
Barone-Rochette
G
,
Tamisier
R
,
Levy
P
,
Pépin
JL
:
Mechanisms of cardiac dysfunction in obstructive sleep apnea.
Nat Rev Cardiol
2012
;
9
:
679
88
16.
Narkiewicz
K
,
Montano
N
,
Cogliati
C
,
van de Borne
PJ
,
Dyken
ME
,
Somers
VK
:
Altered cardiovascular variability in obstructive sleep apnea.
Circulation
1998
;
98
:
1071
7
17.
Ryan
S
,
Ward
S
,
Heneghan
C
,
McNicholas
WT
:
Predictors of decreased spontaneous baroreflex sensitivity in obstructive sleep apnea syndrome.
Chest
2007
;
131
:
1100
7
18.
Carlson
JT
,
Hedner
JA
,
Sellgren
J
,
Elam
M
,
Wallin
BG
:
Depressed baroreflex sensitivity in patients with obstructive sleep apnea.
Am J Respir Crit Care Med
1996
;
154
:
1490
6
19.
Grote
L
,
Kraiczi
H
,
Hedner
J
:
Reduced alpha- and beta(2)-adrenergic vascular response in patients with obstructive sleep apnea.
Am J Respir Crit Care Med
2000
;
162
(
4 Pt. 1
):
1480
7
20.
Silva
AQ
,
Schreihofer
AM
:
Altered sympathetic reflexes and vascular reactivity in rats after exposure to chronic intermittent hypoxia.
J Physiol
2011
;
589
(
Pt. 6
):
1463
76
21.
Stierer
TL
,
Wright
C
,
George
A
,
Thompson
RE
,
Wu
CL
,
Collop
N
:
Risk assessment of obstructive sleep apnea in a population of patients undergoing ambulatory surgery.
J Clin Sleep Med
2010
;
6
:
467
72
22.
Walsh
M
,
Devereaux
PJ
,
Garg
AX
,
Kurz
A
,
Turan
A
,
Rodseth
RN
,
Cywinski
J
,
Thabane
L
,
Sessler
DI
:
Relationship between intraoperative mean arterial pressure and clinical outcomes after noncardiac surgery: Toward an empirical definition of hypotension.
Anesthesiology
2013
;
119
:
507
15
23.
Stirt
JA
,
Frantz
RA
,
Gunz
EF
,
Conolly
ME
:
Anesthesia, catecholamines, and hemodynamics in autonomic dysfunction.
Anesth Analg
1982
;
61
:
701
4
24.
Bijker
JB
,
van Klei
WA
,
Kappen
TH
,
van Wolfswinkel
L
,
Moons
KG
,
Kalkman
CJ
:
Incidence of intraoperative hypotension as a function of the chosen definition: Literature definitions applied to a retrospective cohort using automated data collection.
Anesthesiology
2007
;
107
:
213
20
25.
Urbano
F
,
Roux
F
,
Schindler
J
,
Mohsenin
V
:
Impaired cerebral autoregulation in obstructive sleep apnea.
J Appl Physiol (1985)
2008
;
105
:
1852
7
26.
Foster
GE
,
Brugniaux
JV
,
Pialoux
V
,
Duggan
CT
,
Hanly
PJ
,
Ahmed
SB
,
Poulin
MJ
:
Cardiovascular and cerebrovascular responses to acute hypoxia following exposure to intermittent hypoxia in healthy humans.
J Physiol
2009
;
587
(
Pt. 13
):
3287
99
27.
Kaw
R
,
Chung
F
,
Pasupuleti
V
,
Mehta
J
,
Gay
PC
,
Hernandez
AV
:
Meta-analysis of the association between obstructive sleep apnoea and postoperative outcome.
Br J Anaesth
2012
;
109
:
897
906
28.
Mokhlesi
B
,
Hovda
MD
,
Vekhter
B
,
Arora
VM
,
Chung
F
,
Meltzer
DO
:
Sleep-disordered breathing and postoperative outcomes after elective surgery: Analysis of the nationwide inpatient sample.
Chest
2013
;
144
:
903
14
29.
Memtsoudis
SG
,
Stundner
O
,
Rasul
R
,
Chiu
YL
,
Sun
X
,
Ramachandran
SK
,
Kaw
R
,
Fleischut
P
,
Mazumdar
M
:
The impact of sleep apnea on postoperative utilization of resources and adverse outcomes.
Anesth Analg
2014
;
118
:
407
18
30.
American Academy of Sleep Medicine Task Force
:
Sleep-related breathing disorders in adults: Recommendations for syndrome definition and measurement techniques in clinical research.
Sleep
1999
;
22
:
667
89
31.
Iber
C
,
Ancoli-Israel
S
,
Chesson
A
,
Quan
S
;
for the American Academy of Sleep Medicine
:
International classification of sleep disorders: Diagnostic and coding manual
, 2nd edition.
Westchester, IL
,
American Academy of Sleep Medicine
,
2005
32.
American Sleep Disorders Association: EEG arousals
:
Scoring rules and examples: A preliminary report from the Sleep Disorders Atlas Task Force of the American Sleep Disorders Association.
Sleep
1992
;
15
:
173
84
33.
Epstein
LJ
,
Kristo
D
,
Strollo
PJ
Jr
,
Friedman
N
,
Malhotra
A
,
Patil
SP
,
Ramar
K
,
Rogers
R
,
Schwab
RJ
,
Weaver
EM
,
Weinstein
MD
;
Adult Obstructive Sleep Apnea Task Force of the American Academy of Sleep Medicine
:
Clinical guideline for the evaluation, management and long-term care of obstructive sleep apnea in adults.
J Clin Sleep Med
2009
;
5
:
263
76
34.
McPherson
ML
:
Demystifying opioid conversion calculations: A guide for effective dosing
, 1st edition.
Bethesda
,
American Society of Health-System Pharmacists
,
2009
35.
Dyer
RA
,
Reed
AR
,
van Dyk
D
,
Arcache
MJ
,
Hodges
O
,
Lombard
CJ
,
Greenwood
J
,
James
MF
:
Hemodynamic effects of ephedrine, phenylephrine, and the coadministration of phenylephrine with oxytocin during spinal anesthesia for elective cesarean delivery.
Anesthesiology
2009
;
111
:
753
65
36.
Redline
S
,
Yenokyan
G
,
Gottlieb
DJ
,
Shahar
E
,
O’Connor
GT
,
Resnick
HE
,
Diener-West
M
,
Sanders
MH
,
Wolf
PA
,
Geraghty
EM
,
Ali
T
,
Lebowitz
M
,
Punjabi
NM
:
Obstructive sleep apnea–hypopnea and incident stroke: The sleep heart health study.
Am J Respir Crit Care Med
2010
;
182
:
269
77
37.
Gami
AS
,
Hodge
DO
,
Herges
RM
,
Olson
EJ
,
Nykodym
J
,
Kara
T
,
Somers
VK
:
Obstructive sleep apnea, obesity, and the risk of incident atrial fibrillation.
J Am Coll Cardiol
2007
;
49
:
565
71
38.
Punjabi
NM
,
Shahar
E
,
Redline
S
,
Gottlieb
DJ
,
Givelber
R
,
Resnick
HE
;
Sleep Heart Health Study Investigators
:
Sleep-disordered breathing, glucose intolerance, and insulin resistance: The Sleep Heart Health Study.
Am J Epidemiol
2004
;
160
:
521
30
39.
Doufas
AG
,
Tian
L
,
Davies
MF
,
Warby
SC
:
Nocturnal intermittent hypoxia is independently associated with pain in subjects suffering from sleep-disordered breathing.
Anesthesiology
2013
;
119
:
1149
62
40.
Moore
LE
,
Sharifpour
M
,
Shanks
A
,
Kheterpal
S
,
Tremper
KK
,
Mashour
GA
:
Cerebral perfusion pressure below 60 mm Hg is common in the intraoperative setting.
J Neurosurg Anesthesiol
2012
;
24
:
58
62
41.
Sessler
DI
,
Sigl
JC
,
Kelley
SD
,
Chamoun
NG
,
Manberg
PJ
,
Saager
L
,
Kurz
A
,
Greenwald
S
:
Hospital stay and mortality are increased in patients having a “triple low” of low blood pressure, low bispectral index, and low minimum alveolar concentration of volatile anesthesia.
Anesthesiology
2012
;
116
:
1195
203
42.
Monk
TG
,
Saini
V
,
Weldon
BC
,
Sigl
JC
:
Anesthetic management and one-year mortality after noncardiac surgery.
Anesth Analg
2005
;
100
:
4
10
43.
Kheterpal
S
,
O’Reilly
M
,
Englesbe
MJ
,
Rosenberg
AL
,
Shanks
AM
,
Zhang
L
,
Rothman
ED
,
Campbell
DA
,
Tremper
KK
:
Preoperative and intraoperative predictors of cardiac adverse events after general, vascular, and urological surgery.
Anesthesiology
2009
;
110
:
58
66
44.
Bijker
JB
,
van Klei
WA
,
Vergouwe
Y
,
Eleveld
DJ
,
van Wolfswinkel
L
,
Moons
KG
,
Kalkman
CJ
:
Intraoperative hypotension and 1-year mortality after noncardiac surgery.
Anesthesiology
2009
;
111
:
1217
26
45.
Flink
BJ
,
Rivelli
SK
,
Cox
EA
,
White
WD
,
Falcone
G
,
Vail
TP
,
Young
CC
,
Bolognesi
MP
,
Krystal
AD
,
Trzepacz
PT
,
Moon
RE
,
Kwatra
MM
:
Obstructive sleep apnea and incidence of postoperative delirium after elective knee replacement in the nondemented elderly.
Anesthesiology
2012
;
116
:
788
96
46.
Bateman
BT
,
Eikermann
M
:
Obstructive sleep apnea predicts adverse perioperative outcome: Evidence for an association between obstructive sleep apnea and delirium.
Anesthesiology
2012
;
116
:
753
5
47.
Safran
DB
,
Orlando
R
3rd
:
Physiologic effects of pneumoperitoneum.
Am J Surg
1994
;
167
:
281
6
48.
Struthers
AD
,
Cuschieri
A
:
Cardiovascular consequences of laparoscopic surgery.
Lancet
1998
;
352
:
568
70