• Acute brain dysfunction manifested as delirium and coma is frequent during critical illness, but its pathophysiology remains unclear

  • Endothelial function is impaired in critical illness and might contribute to altered cerebral blood flow and blood–brain barrier permeability

  • Endothelial function was assessed in a prospective cohort study of critically ill patients, and its relationship with acute brain dysfunction, assessed using multivariable linear regression

  • Patients with worse systemic endothelial function had increased duration of acute brain dysfunction

ACUTE brain dysfunction (delirium and coma) during critical illness is highly prevalent and independently associated with prolonged mechanical ventilation, longer and more costly hospitalizations, increased risk of cognitive dysfunction months after hospital discharge, and higher mortality.1–7The leading factors of the pathogenesis of this acute brain dysfunction, such as inflammation, abnormal cerebral blood flow, and increased blood–brain barrier permeability,8,9involve the endothelium, a dynamic component of the blood–brain barrier with vasomotor and biochemical properties.

In critical illness states such as sepsis and multiple organ dysfunction syndrome, circulating inflammatory cytokines affect the endothelium’s expression of adhesion molecules, signaling pathways, and nitric oxide production.10,11This further results in coagulation system activation, altered perfusion, distorted permeability, and decreased ability for vascular repair.12,13In the brain specifically, structural and functional alterations of blood–brain barrier endothelial cells secondary to inflammatory states have been associated with increased microvascular permeability and impaired microcirculatory blood flow.14–17 

Given the relationship between endothelial dysfunction and potential mechanisms of brain dysfunction during critical illness, we hypothesized that critically ill patients with systemic vascular endothelial dysfunction would be at greater risk for acute brain dysfunction (fig. 1). To test this hypothesis, we assessed endothelial function via  a reactive hyperemia technique with peripheral artery tonometry in medical and surgical intensive care unit (ICU) patients and prospectively assessed them for delirium and coma.

Study Design and Population

This prospective cohort study was nested within a larger observational study evaluating long-term cognitive impairment in survivors of critical illness. In a protocol approved by the Vanderbilt University Institutional Review Board (Nashville, Tennessee), critically ill adults consecutively admitted to the medical or surgical ICU at Vanderbilt University Medical Center with respiratory failure and/or shock were considered for inclusion in this study. Exclusion criteria for the parent study included severe cognitive or neurodegenerative disease that prevented independent living at baseline, ICU admission for neurological insult or postcardiopulmonary resuscitation with suspected anoxic brain injury, active substance abuse or psychotic disorder, blindness, deafness, inability to speak English, moribund with life expectancy less than 24 h, onset of the current episode of respiratory failure or shock greater than 72 h before enrollment, and cardiac surgery within the past 3 months. Additional exclusion criteria for this study of endothelial function included upper extremity injury, presence of arteriovenous fistula, prone positioning, and unavailability of equipment/technician within 24 h of enrollment. After obtaining informed consent from the patient or an authorized surrogate, baseline endothelial function and daily brain dysfunction monitoring were performed as detailed in the following sections.

Endothelial Function Assessment

Systemic endothelial function was assessed within 24 h of study enrollment by a reactive hyperemia technique using peripheral artery tonometry via  the Endo_PATdevice (Itamar Medical Ltd, Franklin, MA) to determine vascular reactivity. Originally validated against coronary angiography,18,19the Endo_PAT has also been used to evaluate endothelial function in patients with coronary artery disease, atherosclerosis, hypertension, congestive heart failure, schizophrenia, sepsis, and many other disease processes.20–25 

With the participant lying supine in bed with both hands located at the level of the heart, a pneumatic finger probe was placed on each hand to perform a plethysmographic recording of the finger arterial pulse wave amplitude. Baseline pulse wave amplitude measurements were recorded for 5 min. A blood pressure cuff was then inflated on one arm to a suprasystolic pressure (50 mmHg above systolic pressure), and complete occlusion of the tonometry signal was confirmed to minimize error from inaccurate pretest blood pressure readings. The other arm remained unoccluded to serve as the reference. Five minutes after the cuff was inflated, it was released to induce reactive hyperemia, and pulse wave amplitude was measured for an additional 5 min. With this technique, the reactive hyperemia index (RHI) is calculated as the ratio between the magnitude of the average postocclusive pulse wave amplitude and the average baseline pulse wave amplitude, corrected to systemic changes seen in the unoccluded arm. The Endo_PAT measurements and calculations use a computerized algorithm that requires no specific input from the technician, thereby reducing observer variability. A lower RHI indicates worse endothelial function, with values less than 1.67 considered to represent endothelial dysfunction.18,19The Endo_PAT technician was blinded to results of brain dysfunction assessments done by research personnel, and the research personnel performing brain dysfunction assessments were blinded to RHI results.

Brain Dysfunction Monitoring

A trained research nurse or assistant assessed every patient for acute brain dysfunction (coma and delirium) twice per day in the ICU and once per day in the ward using the Richmond Agitation–Sedation Scale and Confusion Assessment Method for the ICU, as per our standardized online §§manual.2,26Assessments were performed until death, hospital discharge, or 14 days postenrollment, whichever occurred first. By definition, patients were considered delirious if they were not comatose (e.g. , had a Richmond Agitation–Sedation Scale score of −3 or more awake) and were Confusion Assessment Method for the ICU evaluation. Coma was defined as a Richmond Agitation–Sedation Scale score of −4 (responsive to physical stimulus only) or −5 (completely unresponsive).

Statistical Analysis

To effectively examine the association between systemic endothelial dysfunction and acute brain dysfunction while accounting for bias due to death, we used the number of days alive and without delirium or coma (e.g. , delirium/coma-free days) during the 14 days after study enrollment as our primary outcome (dependent variable). Patients who were discharged from the hospital before study day 14 were assumed to be nondelirious for days after discharge. To specifically examine the association between endothelial dysfunction and delirium, we used a secondary outcome of duration of delirium during this same 14-day period. We designated this a secondary analysis a priori  and included only survivors because early death would curtail delirium duration and bias results of this analysis.

We used multivariable linear regression to assess the independent association of systemic endothelial function, as assessed by Endo_PAT RHI, with the primary and secondary outcomes, after adjusting for relevant covariates. These covariates were chosen a priori  based on prior research and clinical judgment and included age, severity of illness as measured by acute physiology score of the Acute Physiology and Chronic Health Evaluation II27score, severe sepsis at ICU admission defined as known or suspected infection with two or more systemic inflammatory response syndrome criteria and presence of organ dysfunction (mechanical ventilation and/or vasopressor requirement), preexisting cognitive function as measured by the Informant Questionnaire on Cognitive Decline in the Elderly28score, medical versus  surgical ICU admission, and prehospital statin use. Delirium/coma-free days have a bimodal distribution and, as such, present a challenge in statistical modeling. Our biostatisticians (Thompson and Dr. Shintani), therefore, performed simulations to assess the suitability of using linear regression, proportional odds logistic regression, and several other strategies to model delirium/coma-free days. The results of the simulations showed that linear regression was performed reliably and was as powerful as any method. Given these results, and the fact that many clinicians are familiar with linear regression, we have chosen to use the same as our primary analysis. All continuous variables, including Endo_PAT RHI, were initially allowed to have a nonlinear relationship with the outcome, using restricted cubic splines. If there was evidence that an association was nonlinear, (e.g. , the P  for nonlinearity was lesser than 0.20), the nonlinear term was retained in the model; otherwise, the nonlinear terms were removed for parsimony. We chose to report the adjusted difference in outcomes between the 25th and 75th percentile Endo_PAT RHI values of our population rather than the difference in outcomes per each single-unit change in Endo_PAT RHI given that single-unit changes in vascular reactivity endothelial function assessments are not clinically meaningful. We used R version 2.15.1 for all statistical analyses.29 

The sample size for this nested cohort was based on the primary outcome of days alive and without delirium or coma, modeled using multivariable linear regression with the variables listed in the previous paragraph. Continuous variables required two degrees of freedom for nonlinearity, whereas dichotomous variables required one degree of freedom. Therefore, the minimum degrees of freedom required for the model was 11. Assuming that one degree of freedom required 15 patients to reliably fit the model, a multivariable model with a complexity of 11 degrees of freedom requires an effective sample size of 11 × 15 = 165 subjects.30 

From April 2009 to September 2010, 178 patients were consented and enrolled into the parent study (fig. 2). Thirty-one of these patients met additional exclusion criteria for peripheral artery tonometry endothelial function assessment. As a result, 147 patients participated in endothelial function assessments in this study.

Patient characteristics and outcomes are presented in table 1, which indicate that the study population had a high severity of illness, with a median Acute Physiology and Chronic Health Evaluation II score of 26 and frequent organ dysfunctions. Additionally, 30% of patients had severe sepsis at admission, and 85% were mechanically ventilated at study enrollment. Acute brain dysfunction was also common, with 70% of patients having delirium at some point during the 14-day study period. The median duration of delirium was 2 days, and the median duration of coma was 1 day.

Systemic endothelial function was successfully assessed by Endo_PAT RHI in 134 patients who had a median (interquartile range) RHI of 1.51(1.32–1.81). For 13 patients who were assessed with the Endo_PAT, the device was unable to provide satisfactory RHI evaluations (fig. 2). There were no significant differences in the demographic data between patients in whom RHI was versus  was not successfully measured.

After adjusting for age, severity of illness, severe sepsis at admission, preexisting cognitive function, medical versus  surgical ICU admission, and prehospital statin use, worse systemic endothelial function—indicated by a lower RHI as measured by the Endo_PAT—was independently associated with fewer delirium/coma-free days (P = 0.02; table 2and fig. 3). Other covariates being equal, for example, a patient with a RHI of 1.32 (the 25th percentile in our study population) would have, on average, 0.8 fewer delirium/coma-free days during the 14-day study period (95% CI: −1.54, −0.12; P = 0.02) than a patient with a RHI of 1.81 (the 75th percentile). Worse systemic endothelial function was also marginally associated with increased duration of delirium in the 113 survivors (P = 0.05; table 3and fig. 4). Similarly, as above, a patient with a RHI of 1.32 (25th percentile) would have, on average, 0.4 more days of delirium during the study period (95% CI: 0.00, 0.86; P = 0.05) than a patient with a RHI of 1.81 (75th percentile).

In addition to worse endothelial function, older age and higher severity of illness (measured by the acute physiology score of the Acute Physiology and Chronic Health Evaluation II score) were also independently associated with fewer delirium/coma-free days in all patients (table 2) and increased delirium duration in survivors (table 3), consistent with previous studies.31–33A sensitivity analysis adjusting for underlying vascular disease, as defined by the Framingham Stroke Risk Profile,34still found a significant association between Endo_PAT RHI and delirium/coma-free days (P = 0.04), although the association with delirium days was marginal (P = 0.06).

In this study, the first study to examine the potential relationship of systemic endothelial dysfunction and acute brain dysfunction during critical illness, we found that impaired vascular reactivity indicative of worse systemic endothelial function was independently associated with fewer delirium/coma-free days. This association is consistent with the hypothesis that endothelial dysfunction plays a role in the pathogenesis of acute brain dysfunction during critical illness. Thus, this investigation should prompt further studies to examine mechanisms whereby endothelial dysfunction may contribute to the pathogenesis of brain dysfunction in the critically ill.

Despite increasing research in the field, the complex pathophysiology of acute brain dysfunction in the critically ill remains elusive. Several hypotheses have been developed, with many centering on the effects of inflammation in the brain.35,36The hypothesis we propose herein, that endothelial dysfunction contributes to acute brain dysfunction during critical illness, is not an alternative but rather a complement to the inflammation hypothesis of acute brain dysfunction during critical illness. In sepsis, the prototypical example of an inflammatory state during critical illness, inflammatory mediators have been shown to bind directly to receptors on the endothelium, leading to cell detachment, cell death, altered vascular function, microvascular injury, and altered organ perfusion.12,13In the brain, reduced blood flow and increased vascular permeability during sepsis lead to neuronal inflammation and tissue damage, modulating synthesis of neurotransmitters and altering expression of neurotransmitter receptors.35–37Given that the blood–brain barrier consists of endothelial cells, along with astrocyte foot processes, it is plausible that patients with endothelial dysfunction may have an exaggeration of such responses. Altered endothelial vasomotor function and increased expression of adhesion molecules and coagulation mediators from endothelial activation may lead to altered perfusion, distorted permeability, thrombosis, and decreased ability for repair that contribute to the development of brain organ dysfunction. If so, a reliable measure of systemic endothelial function may act as a noninvasive surrogate for blood–brain barrier function involved in brain dysfunction during critical illness.

Reactive hyperemia is a noninvasive technique to assess endothelial function. During reactive hyperemia, endothelial nitric oxide release mediates changes in vascular tone and blood flow. Using validated tools, such as peripheral artery tonometry and brachial artery reactivity testing, investigators and clinicians can measure these changes in vascular reactivity and thereby assess endothelial function at the bedside.18,19,38Attenuations in reactive hyperemia and other endothelial-dependent dilator responses indicate endothelial dysfunction and have been associated with poor cardiovascular and cerebrovascular outcomes, severity of sepsis, and mortality during critical illness.20,39–43In previous studies, systemic endothelial function has been evaluated using several methods, including flow-mediated dilation of the brachial artery as a response to reactive hyperemia, aortic augmentation index requiring arterial cannulation and vasodilator administration, and laser Doppler plethysmography also requiring vasodilator administration.39,43,44Because these methods are invasive or require skilled operators, we chose to use the Endo_PAT device, which relies on peripheral artery tonometry to calculate the RHI, a validated assessment of endothelial function. The device is easy to use, noninvasive, portable, and uses a computerized algorithm to assess function.

The results of our study are consistent with those of previous studies showing that endothelial function is worse in the setting of disease and acute illness. Although the majority of healthy patients with few or no cardiac risk factors have average RHI values greater than 2.2, those with coronary artery disease (2.0), sepsis without organ failure (1.85), and sepsis with organ failure (1.57) show progressively worsening endothelial function.20,25Our cohort, consisting of ICU patients with shock and/or respiratory failure, had a median RHI of 1.51, suggesting even poorer endothelial function than that previously reported. The results of our study, along with those of Davis et al .,20support that endothelial function assessments with the Endo_PAT can be performed at the bedside in critically ill patients. Thus, if future studies confirm that Endo_PAT RHI measurements are associated with patients’ acute cognitive outcomes, endothelial function monitoring may serve as a prognostic tool in the ICU as well as a means to study the impact of therapies aimed at reducing brain dysfunction through interventions that enhance endothelial function (e.g. , statin pharmacotherapy, early physical rehabilitation).45 

Our results are also in agreement with the growing body of literature examining tissue perfusion abnormalities as measured by near-infrared spectroscopy. Consistently low tissue oxygenation was associated with worse organ failure in small cohorts of critically ill patients,46and lower tissue oxygen saturation and slower recovery rate after an ischemic period has been correlated to perfusion abnormalities.47In addition, abnormal tissue oxygenation recovery after an ischemic period has been demonstrated in patients with sepsis and is more pronounced in patients with septic shock.48,49Data with regards to brain dysfunction are still evolving, as cerebral tissue oxygenation was not associated with sepsis-associated delirium,50but lower preoperative cerebral tissue oxygenation was associated with postoperative delirium in another small cohort study.51 

Our study has several strengths and limitations. Since many conditions (e.g. , genetic makeup, comorbid diseases including previous vascular disease, current critical illness) affect the endothelium, we examined the culmination of these effects by assessing endothelial function at enrollment. Importantly, we found the association between endothelial function and duration of brain dysfunction to remain significant even when vascular comorbid disease burden was included in the sensitivity analysis. We relied on a functional assessment of systemic endothelial vasomotor performance (rather than a static lab value of endothelial injury) and showed that active endothelial dysfunction was associated with worse brain dysfunction outcomes, independent of age, severity of illness, or vascular risk factors. It is possible that factors associated with critical illness (e.g. , disease processes, therapeutics) might differently affect endothelial vasomotor function and endothelial injury resulting in biomarker release, an area of particular interest in the pathophysiology of inflammatory disease states such as sepsis.52,53 

The single-center design may limit generalizability to only patient populations similar to ours; however, we enrolled a heterogeneous population by including medical and surgical ICU patients with a broad range of diagnoses. Our study is also the largest to use the Endo_PAT device to assess endothelial function in critically ill patients. Poor signal quality for peripheral artery tonometry prevented RHI measurement during only 9 (6%) of 147 studies performed, despite the majority of patients receiving sedatives, vasopressors, and/or mechanical ventilation during their evaluation. Lack of patient cooperation prevented another three RHI measurements, raising the question of whether patients with hyperactive delirium can be assessed with the Endo_PAT; this scenario was very rare, however, in keeping with studies showing that pure hyperactive delirium is uncommon in critically ill patients.54Upper extremity defects or prone positioning also prevented the performance of peripheral artery tonometry, but this was rare; however, radial arterial catheters which are common in the ICU did not affect the ability to obtain RHI measurements. Given the pilot nature of this study, the first to examine the association between systemic endothelial function and acute brain dysfunction, we only assessed endothelial function at one time point (enrollment) to test our hypothesis. Serial assessments would have provided an indication of how endothelial alterations evolve during critical illness and in patients with acute brain dysfunction and should be considered in future studies.

Although our study was larger than previous investigations of endothelial vasomotor function during critical illness, a larger sample size would enhance statistical power and allow the inclusion of additional potential confounders, such as specific comorbidities, inflammatory mediators, and exposure to vasoactive or sedative medications. When required, vasopressor agents were administered to patients via  central venous access, thus causing systemic (not local) effects, which are accounted for in the RHI calculations by inclusion of baseline pulse wave amplitudes and pulse wave amplitudes from the reference unobstructed arm. Measurements were also taken during steady-state infusion and not during drug bolus. Furthermore, previous research suggests that the RHI itself is unlikely to be significantly altered by vasopressor administration.55–57Future studies examining the role of endothelial dysfunction in brain dysfunction outcomes, however, need to evaluate potential mechanisms of mediation, including inflammation, markers of endothelial injury, and therapeutics such as sedation.

In this prospective cohort study of severely ill medical and surgical ICU patients, we found that impaired vascular reactivity indicative of worse systemic endothelial function was independently associated with acute brain dysfunction. Although our study was not intended to and cannot show a mechanistic relationship between endothelial dysfunction and acute brain dysfunction, our findings lend support to the hypothesis that endothelial dysfunction plays a role in the pathogenesis of acute brain dysfunction during critical illness. In light of these findings, subsequent investigations are needed to examine specific mechanisms (e.g. , disruption of the blood–brain barrier or cerebral blood flow), whereby endothelial dysfunction may contribute to the pathogenesis of brain dysfunction during critical illness. Such studies could point to therapies that modify endothelial function and thereby improve short- and long-term neurologic outcomes in critically ill patients.

1.
Ely EW, Gautam S, Margolin R, Francis J, May L, Speroff T, Truman B, Dittus R, Bernard R, Inouye SK. The impact of delirium in the intensive care unit on hospital length of stay. Intensive Care Med. 2001;27:1892–900
2.
Ely EW, Inouye SK, Bernard GR, Gordon S, Francis J, May L, Truman B, Speroff T, Gautam S, Margolin R, Hart RP, Dittus R. Delirium in mechanically ventilated patients: Validity and reliability of the confusion assessment method for the intensive care unit (CAM-ICU). JAMA. 2001;286:2703–10
3.
Ely EW, Shintani A, Truman B, Speroff T, Gordon SM, Harrell FE Jr, Inouye SK, Bernard GR, Dittus RS. Delirium as a predictor of mortality in mechanically ventilated patients in the intensive care unit. JAMA. 2004;291:1753–62
4.
Girard TD, Jackson JC, Pandharipande PP, Pun BT, Thompson JL, Shintani AK, Gordon SM, Canonico AE, Dittus RS, Bernard GR, Ely EW. Delirium as a predictor of long-term cognitive impairment in survivors of critical illness. Crit Care Med. 2010;38:1513–20
5.
Milbrandt EB, Deppen S, Harrison PL, Shintani AK, Speroff T, Stiles RA, Truman B, Bernard GR, Dittus RS, Ely EW. Costs associated with delirium in mechanically ventilated patients. Crit Care Med. 2004;32:955–62
6.
Pisani MA, Kong SY, Kasl SV, Murphy TE, Araujo KL, Van Ness PH. Days of delirium are associated with 1-year mortality in an older intensive care unit population. Am J Respir Crit Care Med. 2009;180:1092–7
7.
Shehabi Y, Riker RR, Bokesch PM, Wisemandle W, Shintani A, Ely EWSEDCOM (Safety and Efficacy of Dexmedetomidine Compared With Midazolam) Study Group. . Delirium duration and mortality in lightly sedated, mechanically ventilated intensive care patients. Crit Care Med. 2010;38:2311–8
8.
Girard TD, Pandharipande PP, Ely EW. Delirium in the intensive care unit. Crit Care. 2008;12 Suppl 3:S3
9.
Sharshar T, Carlier R, Bernard F, Guidoux C, Brouland JP, Nardi O, de la Grandmaison GL, Aboab J, Gray F, Menon D, Annane D. Brain lesions in septic shock: A magnetic resonance imaging study. Intensive Care Med. 2007;33:798–806
10.
Aird WC. The role of the endothelium in severe sepsis and multiple organ dysfunction syndrome. Blood. 2003;101:3765–77
11.
Shapiro NI, Schuetz P, Yano K, Sorasaki M, Parikh SM, Jones AE, Trzeciak S, Ngo L, Aird WC. The association of endothelial cell signaling, severity of illness, and organ dysfunction in sepsis. Crit Care. 2010;14:R182
12.
Ait-Oufella H, Maury E, Lehoux S, Guidet B, Offenstadt G. The endothelium: physiological functions and role in microcirculatory failure during severe sepsis. Intensive Care Med. 2010;36:1286–98
13.
Sakr Y, Dubois MJ, De Backer D, Creteur J, Vincent JL. Persistent microcirculatory alterations are associated with organ failure and death in patients with septic shock. Crit Care Med. 2004;32:1825–31
14.
Abbott NJ, Rönnbäck L, Hansson E. Astrocyte-endothelial interactions at the blood-brain barrier. Nat Rev Neurosci. 2006;7:41–53
15.
Gavins F, Yilmaz G, Granger DN. The evolving paradigm for blood cell-endothelial cell interactions in the cerebral microcirculation. Microcirculation. 2007;14:667–81
16.
He F, Peng J, Deng XL, Yang LF, Wu LW, Zhang CL, Yin F. RhoA and NF-κB are involved in lipopolysaccharide-induced brain microvascular cell line hyperpermeability. Neuroscience. 2011;188:35–47
17.
Taccone FS, Su F, Pierrakos C, He X, James S, Dewitte O, Vincent JL, De Backer D. Cerebral microcirculation is impaired during sepsis: An experimental study. Crit Care. 2010;14:R140
18.
Bonetti PO, Pumper GM, Higano ST, Holmes DR Jr, Kuvin JT, Lerman A. Noninvasive identification of patients with early coronary atherosclerosis by assessment of digital reactive hyperemia. J Am Coll Cardiol. 2004;44:2137–41
19.
Kuvin JT, Patel AR, Sliney KA, Pandian NG, Sheffy J, Schnall RP, Karas RH, Udelson JE. Assessment of peripheral vascular endothelial function with finger arterial pulse wave amplitude. Am Heart J. 2003;146:168–74
20.
Davis JS, Yeo TW, Thomas JH, McMillan M, Darcy CJ, McNeil YR, Cheng AC, Celermajer DS, Stephens DP, Anstey NM. Sepsis-associated microvascular dysfunction measured by peripheral arterial tonometry: An observational study. Crit Care. 2009;13:R155
21.
Ellingrod VL, Taylor SF, Brook RD, Evans SJ, Zöllner SK, Grove TB, Gardner KM, Bly MJ, Pop-Busui R, Dalack G. Dietary, lifestyle and pharmacogenetic factors associated with arteriole endothelial-dependent vasodilatation in schizophrenia patients treated with atypical antipsychotics (AAPs). Schizophr Res. 2011;130:20–6
22.
Fitch KV, Stavrou E, Looby SE, Hemphill L, Jaff MR, Grinspoon SK. Associations of cardiovascular risk factors with two surrogate markers of subclinical atherosclerosis: Endothelial function and carotid intima media thickness. Atherosclerosis. 2011;217:437–40
23.
Hamburg NM, Keyes MJ, Larson MG, Vasan RS, Schnabel R, Pryde MM, Mitchell GF, Sheffy J, Vita JA, Benjamin EJ. Cross-sectional relations of digital vascular function to cardiovascular risk factors in the Framingham Heart Study. Circulation. 2008;117:2467–74
24.
Matsuzawa Y, Sugiyama S, Sugamura K, Nozaki T, Ohba K, Konishi M, Matsubara J, Sumida H, Kaikita K, Kojima S, Nagayoshi Y, Yamamuro M, Izumiya Y, Iwashita S, Matsui K, Jinnouchi H, Kimura K, Umemura S, Ogawa H. Digital assessment of endothelial function and ischemic heart disease in women. J Am Coll Cardiol. 2010;55:1688–96
25.
Kuvin JT, Mammen A, Mooney P, Alsheikh-Ali AA, Karas RH. Assessment of peripheral vascular endothelial function in the ambulatory setting. Vasc Med. 2007;12:13–6
26.
Sessler CN, Gosnell MS, Grap MJ, Brophy GM, O’Neal PV, Keane KA, Tesoro EP, Elswick RK. The Richmond Agitation-Sedation Scale: Validity and reliability in adult intensive care unit patients. Am J Respir Crit Care Med. 2002;166:1338–44
27.
Knaus WA, Draper EA, Wagner DP, Zimmerman JE. APACHE II: A severity of disease classification system. Crit Care Med. 1985;13:818–29
28.
Jorm AF. A short form of the Informant Questionnaire on Cognitive Decline in the Elderly (IQCODE): Development and cross-validation. Psychol Med. 1994;24:145–53
29.
R Development Core Team. R. . A language and environment for statistical computing. R Foundation for Statistical Computing. 2012
30.
Flack V, Chang P. Frequency of selection noise variables in subset regression analysis: A simulation study. American Statistician. 1987;41:84–6
31.
Dubois MJ, Bergeron N, Dumont M, Dial S, Skrobik Y. Delirium in an intensive care unit: A study of risk factors. Intensive Care Med. 2001;27:1297–304
32.
McNicoll L, Pisani MA, Zhang Y, Ely EW, Siegel MD, Inouye SK. Delirium in the intensive care unit: Occurrence and clinical course in older patients. J Am Geriatr Soc. 2003;51:591–8
33.
Pandharipande P, Cotton BA, Shintani A, Thompson J, Pun BT, Morris JA Jr, Dittus R, Ely EW. Prevalence and risk factors for development of delirium in surgical and trauma intensive care unit patients. J Trauma. 2008;65:34–41
34.
Wang TJ, Massaro JM, Levy D, Vasan RS, Wolf PA, D’Agostino RB, Larson MG, Kannel WB, Benjamin EJ. A risk score for predicting stroke or death in individuals with new-onset atrial fibrillation in the community: The Framingham Heart Study. JAMA. 2003;290:1049–56
35.
Sharshar T, Hopkinson NS, Orlikowski D, Annane D. Science review: The brain in sepsis–culprit and victim. Crit Care. 2005;9:37–44
36.
Sanders RD. Hypothesis for the pathophysiology of delirium: Role of baseline brain network connectivity and changes in inhibitory tone. Med Hypotheses. 2011;77:140–3
37.
Tsao N, Hsu HP, Wu CM, Liu CC, Lei HY. Tumour necrosis factor-alpha causes an increase in blood-brain barrier permeability during sepsis. J Med Microbiol. 2001;50:812–21
38.
Celermajer DS, Sorensen KE, Gooch VM, Spiegelhalter DJ, Miller OI, Sullivan ID, Lloyd JK, Deanfield JE. Non-invasive detection of endothelial dysfunction in children and adults at risk of atherosclerosis. Lancet. 1992;340:1111–5
39.
Gokce N, Keaney JF Jr, Hunter LM, Watkins MT, Menzoian JO, Vita JA. Risk stratification for postoperative cardiovascular events via noninvasive assessment of endothelial function: A prospective study. Circulation. 2002;105:1567–72
40.
Gokce N, Keaney JF Jr, Hunter LM, Watkins MT, Nedeljkovic ZS, Menzoian JO, Vita JA. Predictive value of noninvasively determined endothelial dysfunction for long-term cardiovascular events in patients with peripheral vascular disease. J Am Coll Cardiol. 2003;41:1769–75
41.
Perticone F, Ceravolo R, Pujia A, Ventura G, Iacopino S, Scozzafava A, Ferraro A, Chello M, Mastroroberto P, Verdecchia P, Schillaci G. Prognostic significance of endothelial dysfunction in hypertensive patients. Circulation. 2001;104:191–6
42.
Targonski PV, Bonetti PO, Pumper GM, Higano ST, Holmes DR Jr, Lerman A. Coronary endothelial dysfunction is associated with an increased risk of cerebrovascular events. Circulation. 2003;107:2805–9
43.
Duffy MJ, Mullan BA, Craig TR, Shyamsundar M, MacSweeney RE, Thompson G, Stevenson M, McAuley DF. Impaired endothelium-dependent vasodilatation is a novel predictor of mortality in intensive care. Crit Care Med. 2011;39:629–35
44.
Kubli S, Boëgli Y, Ave AD, Liaudet L, Revelly JP, Golay S, Broccard A, Waeber B, Schaller MD, Feihl F. Endothelium-dependent vasodilation in the skin microcirculation of patients with septic shock. Shock. 2003;19:274–80
45.
Osto E, Coppolino G, Volpe M, Cosentino F. Restoring the dysfunctional endothelium. Curr Pharm Des. 2007;13:1053–68
46.
Lima A, van Bommel J, Jansen TC, Ince C, Bakker J. Low tissue oxygen saturation at the end of early goal-directed therapy is associated with worse outcome in critically ill patients. Crit Care. 2009;13 Suppl 5:S13
47.
Lima A, van Bommel J, Sikorska K, van Genderen M, Klijn E, Lesaffre E, Ince C, Bakker J. The relation of near-infrared spectroscopy with changes in peripheral circulation in critically ill patients. Crit Care Med. 2011;39:1649–54
48.
Creteur J, Carollo T, Soldati G, Buchele G, De Backer D, Vincent JL. The prognostic value of muscle StO2 in septic patients. Intensive Care Med. 2007;33:1549–56
49.
Shapiro NI, Arnold R, Sherwin R, O’Connor J, Najarro G, Singh S, Lundy D, Nelson T, Trzeciak SW, Jones AEEmergency Medicine Shock Research Network (EMShockNet). . The association of near-infrared spectroscopy-derived tissue oxygenation measurements with sepsis syndromes, organ dysfunction and mortality in emergency department patients with sepsis. Crit Care. 2011;15:R223
50.
Pfister D, Siegemund M, Dell-Kuster S, Smielewski P, Rüegg S, Strebel SP, Marsch SC, Pargger H, Steiner LA. Cerebral perfusion in sepsis-associated delirium. Crit Care. 2008;12:R63
51.
Morimoto Y, Yoshimura M, Utada K, Setoyama K, Matsumoto M, Sakabe T. Prediction of postoperative delirium after abdominal surgery in the elderly. J Anesth. 2009;23:51–6
52.
Kayal S, Jaïs JP, Aguini N, Chaudière J, Labrousse J. Elevated circulating E-selectin, intercellular adhesion molecule 1, and von Willebrand factor in patients with severe infection. Am J Respir Crit Care Med. 1998;157(3 Pt 1):776–84
53.
Ricciuto DR, dos Santos CC, Hawkes M, Toltl LJ, Conroy AL, Rajwans N, Lafferty EI, Cook DJ, Fox-Robichaud A, Kahnamoui K, Kain KC, Liaw PC, Liles WC. Angiopoietin-1 and angiopoietin-2 as clinically informative prognostic biomarkers of morbidity and mortality in severe sepsis. Crit Care Med. 2011;39:702–10
54.
Pandharipande P, Cotton BA, Shintani A, Thompson J, Costabile S, Truman Pun B, Dittus R, Ely EW. Motoric subtypes of delirium in mechanically ventilated surgical and trauma intensive care unit patients. Intensive Care Med. 2007;33:1726–31
55.
Nohria A, Gerhard-Herman M, Creager MA, Hurley S, Mitra D, Ganz P. Role of nitric oxide in the regulation of digital pulse volume amplitude in humans. J Appl Physiol. 2006;101:545–8
56.
Rector TS, Bank AJ, De Bruyn VH, Garr MD, Kraemer MD, Kubo SH. Effects of norepinephrine on endothelium-dependent vasodilation of forearm resistance vessels. Clin Pharmacol Ther. 1993;53:374–9
57.
Brown H, Moppett IK, Mahajan RP. Transient hyperaemic response to assess vascular reactivity of skin: Effect of locally iontophoresed acetylcholine, bradykinin, epinephrine and phenylephrine. Br J Anaesth. 2003;90:446–51