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Near-infrared spectroscopy parameters in patients undergoing continuous venovenous hemodiafiltration

ABSTRACT

Objective

To investigate the impacts of continuous venovenous hemodiafiltration on the microcirculation in patients with acute kidney injury.

Methods

A prospective observational pilot study conducted in a 40-bed, open clinical-surgical intensive care unit of a private tertiary care hospital located in the city of São Paulo (SP), Brazil. Microcirculation was assessed using near-infrared spectroscopy by means of a 15mm probe placed over the thenar eminence. Vascular occlusion test was performed on the forearm to be submitted to near-infrared spectroscopy by inflation of a sphygmomanometer cuff to 30mmHg higher than the systolic arterial pressure. The primary endpoint was the assessment of near-infrared spectroscopy-derived parameters immediately before, 1, 4 and 24 hours after the initiation of continuous venovenous hemodiafiltration.

Results

Nine patients were included in this pilot study over a period of 2 months. Minimum tissue oxygen saturation measured during the vascular occlusion test was the only near-infrared spectroscopy-derived parameter to differed over the time (decrease compared to baseline values up to 24 hours after initiation of continuous venovenous hemodiafiltration).

Conclusion

The impacts of microcirculatory dysfunction on clinical outcomes of patients undergoing to continuous venovenous hemodiafiltration need to be further investigated.

Spectroscopy, near-infrared; Microcirculation; Oxygenation; Hemodynamics; Acute kidney injuries; Renal replacement therapy; Critical care

RESUMO

Objetivo

Avaliar o impacto da hemodiafiltração venovenosa contínua na microcirculação de pacientes com lesão renal aguda.

Métodos

Estudo piloto, prospectivo e observacional conduzido em uma unidade de terapia intensiva clínico-cirúrgica aberta, com 40 leitos, localizada em um hospital terciário, privado, na cidade de São Paulo (SP), Brasil. A microcirculação foi avaliada empregando-se a espectroscopia no infravermelho próximo, por meio de uma sonda de 15mm posicionada sobre a eminência tenar. O teste de oclusão vascular foi realizado no antebraço a ser submetido à espectroscopia no infravermelho próximo, inflando-se o manguito de um esfigmomanômetro a um valor 30mmHg acima da pressão arterial sistólica. O desfecho primário foi a avaliação dos parâmetros derivados por espectroscopia no infravermelho próximo imediatamente antes, 1, 4 e 24 horas após o início da hemodiafiltração venovenosa contínua.

Resultados

Foram incluídos nove pacientes neste estudo piloto ao longo de 2 meses. A saturação de oxigênio tecidual mínima mensurada durante o teste de oclusão vascular foi o único parâmetro derivado por espectroscopia no infravermelho próximo que diferiu ao longo do tempo, com queda em relação aos valores iniciais nas primeiras 24 horas após o início da hemodiafiltração venovenosa contínua.

Conclusão

A influência da disfunção microcirculatória sobre os desfechos clínicos de pacientes submetidos à hemodiafiltração venovenosa contínua precisa ser melhor investigada.

Espectroscopia de luz próxima ao infravermelho; Microcirculação; Oxigenação; Hemodinâmica; Lesão renal aguda; Terapia de substituição renal; Cuidados críticos

INTRODUCTION

Acute kidney injury (AKI) is a frequent complication in critically ill patients, associated with increased morbidity and mortality.(11. Uchino S, Bellomo R, Kellum JA, Morimatsu H, Morgera S, Schetz MR, Tan I, Bouman C, Macedo E, Gibney N, Tolwani A, Oudemans-Van Straaten HM, Ronco C; Beginning and Ending Supportive Therapy for the Kidney (B.E.S.T. Kidney) Investigators Writing Committee. Patient and kidney survival by dialysis modality in critically ill patients with acute kidney injury. Int J Artif Organs. 2007;30(4):281-92.) Renal replacement therapy (RRT) is sometimes needed to control azotemia, fluid balance and electrolyte and acid-base imbalances; it is a cornerstone of treatment in more severe cases.(22. Ronco C, Ricci Z, De Backer D, Kellum JA, Taccone FS, Joannidis M, et al. Renal replacement therapy in acute kidney injury: controversy and consensus. Crit Care. 2015;19:146. Review.) Although controversial, continuous RRT (CRRT) has become a routine therapy for AKI in many countries, given the lower hemodynamic compromise and higher renal recovery rates compared to intermittent hemodialysis.(22. Ronco C, Ricci Z, De Backer D, Kellum JA, Taccone FS, Joannidis M, et al. Renal replacement therapy in acute kidney injury: controversy and consensus. Crit Care. 2015;19:146. Review.)

The impact of different therapeutic interventions on the microcirculation of critically ill patients has been reported.(33. De Backer D, Donadello K, Taccone FS, Ospina-Tascon G, Salgado D, Vincent JL. Microcirculatory alterations: potential mechanisms and implications for therapy. Ann Intensive Care. 2011;1(1):27.) Microcirculatory dysfunction has also been associated with worse outcomes in septic shock patients(44. 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(9):1825-31.) and others.(33. De Backer D, Donadello K, Taccone FS, Ospina-Tascon G, Salgado D, Vincent JL. Microcirculatory alterations: potential mechanisms and implications for therapy. Ann Intensive Care. 2011;1(1):27.) Microcirculatory dysfunction may translate into worse outcomes in patients submitted to RRT. In these patients, CRRT may be used to mitigate dysfunction due to higher hemodynamic stability and maintenance of sufficient perfusion pressure in the course of therapy.

Microcirculatory changes are known to play a role in pathophysiology of AKI. Still, only one study assessing microcirculatory changes associated with RRT in patients with AKI has been published to date.(55. Pipili C, Vasileiadis I, Grapsa E, Tripodaki ES, Ioannidou S, Papastylianou A, et al. Microcirculatory alterations during continuous renal replacement therapy in ICU: a novel view on the ‘dialysis trauma’ concept. Microvasc Res. 2016; 103:14-8.)

OBJECTIVE

To address the impacts of continuous venovenous hemodiafiltration on the microcirculation of patients with acute kidney injury.

METHODS

This study was conducted in compliance with STrengthening the Reporting of OBservational studies in Epidemiology (STROBE) guidelines.(66. von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP; STROBE Initiative. Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. BMJ. 2007;335(7624):806-8.)

Study design and setting

A prospective, observational pilot study conducted in a 40-bed, open clinical-surgical high-density intensive care unit (ICU) of a private tertiary care hospital located in the city of São Paulo (SP), Brazil. This study was approved by the Ethics Committee of Hospital Israelita Albert Einstein, protocol 1.467.160, CAAE: 54067916.4.0000.0071. Written Informed Consent was obtained from all participants or their next of kin.

Inclusion and exclusion criteria

The following patients were consecutively included: (1) age ≥18 years; (2) affected with AKI (according to KDIGO criteria)(77. International Society Of Nephrology (ISN). Kidney International Supplements. KDIGO Clinical Practice Guideline for Acute Kidney Injury. Acute Kidney Injury Work Group. Kidney Inter Suppl. 2012;2(1):1-138.) and undergoing continuous venovenous hemodiafiltration (CVVHDF). Exclusion criteria were as follows: diagnosis of chronic kidney disease; pregnancy and high risk of death within the next 24 hours.

Continuous venovenous hemodiafiltration protocol

Patients received CVVHDF according to pre-established local guidelines.(88. Durão MS, Monte JC, Batista MC, Oliveira M, Iizuka IJ, Santos BF, et al. The use of regional citrate anticoagulation for continuous venovenous hemodiafiltration in acute kidney injury. Crit Care Med. 2008;36(11):3024-9.) In all cases, CVVHDF was indicated and conducted by expert nephrologists. Following CVVHDF indication, a triple lumen catheter (Arrow International, PA, USA) was inserted into the internal jugular or femoral vein.(88. Durão MS, Monte JC, Batista MC, Oliveira M, Iizuka IJ, Santos BF, et al. The use of regional citrate anticoagulation for continuous venovenous hemodiafiltration in acute kidney injury. Crit Care Med. 2008;36(11):3024-9.) Continuous venovenous hemodiafiltration was performed using a Prisma machine (Gambro Renal Products, France).

The Prisma machine was primed with 1,000mL of normal saline solution.(88. Durão MS, Monte JC, Batista MC, Oliveira M, Iizuka IJ, Santos BF, et al. The use of regional citrate anticoagulation for continuous venovenous hemodiafiltration in acute kidney injury. Crit Care Med. 2008;36(11):3024-9.) Blood samples were collected as dictated by the institutional protocol for determination of the optimal dialysis solution composition.(88. Durão MS, Monte JC, Batista MC, Oliveira M, Iizuka IJ, Santos BF, et al. The use of regional citrate anticoagulation for continuous venovenous hemodiafiltration in acute kidney injury. Crit Care Med. 2008;36(11):3024-9.) Ionized calcium was measured every 6 hours. Sodium and potassium levels, and arterial blood gases were analyzed every 12 hours. Creatinine, urea, magnesium, total calcium, chloride and phosphorus levels were measured once daily.(88. Durão MS, Monte JC, Batista MC, Oliveira M, Iizuka IJ, Santos BF, et al. The use of regional citrate anticoagulation for continuous venovenous hemodiafiltration in acute kidney injury. Crit Care Med. 2008;36(11):3024-9.)

Standard dialysis solution consisted of sodium (110mEq/L), chloride (111mEq/L), magnesium (1.5mEq/L) and dextrose 0.1%.(88. Durão MS, Monte JC, Batista MC, Oliveira M, Iizuka IJ, Santos BF, et al. The use of regional citrate anticoagulation for continuous venovenous hemodiafiltration in acute kidney injury. Crit Care Med. 2008;36(11):3024-9.) Sodium bicarbonate, potassium phosphate and magnesium sulfate were added as needed. Solution temperature was approximately 35°C.(88. Durão MS, Monte JC, Batista MC, Oliveira M, Iizuka IJ, Santos BF, et al. The use of regional citrate anticoagulation for continuous venovenous hemodiafiltration in acute kidney injury. Crit Care Med. 2008;36(11):3024-9.)

Near-infrared spectroscopy monitoring

Following the indication of CVVHDF by the nephrologist, microcirculation was assessed using near-infrared spectroscopy (NIRS) (InSpectra Tissue Spectrometer model 650; Hutchinson Technology Inc., Hutchinson, MN, USA) by means of a 15mm probe placed over the thenar eminence.(99. Lima A, van Bommel J, Sikorska K, van Genderen M, Klijn E, Lesaffre E, et al. The relation of near-infrared spectroscopy with changes in peripheral circulation in critically ill patients. Crit Care Med. 2011;39(7):1649-54.) After a 3-minute period of minimal tissue oxygen saturation (SatO2) variation and NIRS signal stabilization, basal SatO2 was recorded and a vascular occlusion test (VOT) performed by inflating a sphygmomanometer cuff to 30mmHg higher than the systolic arterial pressure, as described elsewhere.(99. Lima A, van Bommel J, Sikorska K, van Genderen M, Klijn E, Lesaffre E, et al. The relation of near-infrared spectroscopy with changes in peripheral circulation in critically ill patients. Crit Care Med. 2011;39(7):1649-54.) The cuff was kept inflated for 3 minutes, then quickly deflated.(99. Lima A, van Bommel J, Sikorska K, van Genderen M, Klijn E, Lesaffre E, et al. The relation of near-infrared spectroscopy with changes in peripheral circulation in critically ill patients. Crit Care Med. 2011;39(7):1649-54.) SatO2 was continuously recorded for 5 minutes during the reperfusion phase. Near-infrared spectroscopy derived parameters were monitored immediately before CVVHDF initiation, then after 1, 4 and 24 hours.

Near-infrared spectroscopy derived parameters were calculated using a research software (Hutchinson Technology Inc., Hutchinson, MN, USA). SatO2 (%) and tissue hemoglobin index (THI) were measured at baseline. The descending slope (%/minute) was calculated from baseline to minimum SatO2 (SatO2min) immediately after the end of the VOT. The ascending slope (%/minute) was calculated from SatO2min to maximum SatO2 (SatO2max) immediately after the end of the VOT. The area under the curve of reactive hyperemia was calculated from SatO2max to return to baseline SatO2.

Data collection and outcomes

Age, sex, body mass index (BMI), reason for ICU admission, comorbidities and the Simplified Acute Physiology Score (SAPS III) were recorded upon ICU admission. Systemic hemodynamic variables, ventilatory parameters, use of vasopressors and sedatives, capillary refill time, forearm-to-fingertip skin temperature gradient(99. Lima A, van Bommel J, Sikorska K, van Genderen M, Klijn E, Lesaffre E, et al. The relation of near-infrared spectroscopy with changes in peripheral circulation in critically ill patients. Crit Care Med. 2011;39(7):1649-54.) and the peripheral perfusion index (Radical-7 Pulse CO-Oximeter; Masimo Corporation, Irvine, CA, USA) were recorded at the time of NIRS measurement. Arterial blood gases were recorded as close as possible to NIRS measurement. The Sequential Organ Failure Assessment (SOFA) score was recorded during the first 24 hours following ICU admission. Outcomes of interest were length of in-hospital and ICU stay, ICU mortality, in-hospital mortality and 28-day mortality.

Endpoints

The primary endpoint was the assessment of NIRS-derived parameters immediately before, then 1, 4, and 24 hours after CVVHDF initiation. The following parameters were assessed: baseline, minimum and maximum SatO2, descending and ascending slope, THI, recovery time and hyperemic area.(99. Lima A, van Bommel J, Sikorska K, van Genderen M, Klijn E, Lesaffre E, et al. The relation of near-infrared spectroscopy with changes in peripheral circulation in critically ill patients. Crit Care Med. 2011;39(7):1649-54.)

Statistical analysis

Data were reported as median (interquartile range) and absolute numbers (percentage). Parameters measured at the four experimental time points were analyzed using the univariate or the multivariate (adjusted for SOFA and SAPS III) linear mixed model, with patients introduced as random effect. The level of significance was set at p<0.05. Statistical analyses were performed using R 3.4.1 (R Foundation for Statistical Computing, Vienna, Austria).

RESULTS

Baseline characteristics

Nine patients were included over a period of 2 months. Most patients were men (77.8%), presented with sepsis-induced AKI (66.7%), and were admitted to ICU due to non-surgical reasons. Urinary output immediately before and 24 hours after the initiation of RRT was zero in all cases; 44.6% of patients required mechanical ventilation, and 33.3% received norepinephrine (Tables 1 and 2).

Table 1
Patient characteristics
Table 2
Vital signs and near-infrared spectroscopy-derived parameters during continuous venovenous hemodiafiltration

Continuous venovenous hemodiafiltration

Most patients received CVVHDF via a catheter placed in the right internal jugular vein (88.9%); blood, dialysis and replacement solution flow were kept constant. Median ultrafiltration rate and CVVHDF dose of corresponded to 190mL/hour and 37.1mL/kg/hour, respectively. All patients received citrate anticoagulation during CVVHDF.

Vital signs and NIRS-derived parameters

Systemic hemodynamics and peripheral perfusion remained unchanged throughout the experimental period. Heart rate, mean arterial pressure, peripheral hemoglobin saturation as measured by pulse oximetry, forearm-to-fingertip skin temperature gradient and peripheral perfusion index did not change significantly during the first 24 hours of RRT. Minimum SatO2 was the only NIRS-derived parameter to differ during the VOT, with a decrease compared to baseline in the first 24 hours after CVVHDF initiation. This association remained significant after adjustment for baseline severity. Also, given hemoglobin levels and temperature may impact minimum SatO2 levels, further analysis adjusted for SOFA, SAPS III, baseline hemoglobin levels and temperature measured at different experimental time points was performed. Results of this analysis confirmed previous finding (p=0.017; SatO2 variation over time).

DISCUSSION

In this pilot study, CVVHDF had no impact on clinically assessed macrocirculatory or microcirculatory parameters. Minimum SatO2 levels measured during VOT was the only NIRS-derived parameter to change (decrease over time) during CVVHDF.

Near-infrared spectroscopy does not allow direct measurement of blood flow and may therefore induce misinterpretation of SatO2 values.(99. Lima A, van Bommel J, Sikorska K, van Genderen M, Klijn E, Lesaffre E, et al. The relation of near-infrared spectroscopy with changes in peripheral circulation in critically ill patients. Crit Care Med. 2011;39(7):1649-54.,1010. Tafner PF, Chen FK, Rabello Filho R, Corrêa TD, Chaves RC, Serpa Neto A. Recent advances in bedside microcirculation assessment in critically ill patients. Rev Bras Ter Intensiva. 2017;29(2):238-47. Review.) Analysis of SatO2 changes during a brief period of forearm ischemia VOT allows fast, dynamic assessment of the microvascular reserve.(99. Lima A, van Bommel J, Sikorska K, van Genderen M, Klijn E, Lesaffre E, et al. The relation of near-infrared spectroscopy with changes in peripheral circulation in critically ill patients. Crit Care Med. 2011;39(7):1649-54.,1010. Tafner PF, Chen FK, Rabello Filho R, Corrêa TD, Chaves RC, Serpa Neto A. Recent advances in bedside microcirculation assessment in critically ill patients. Rev Bras Ter Intensiva. 2017;29(2):238-47. Review.) Consensus regarding VOT intensity and duration is lacking; however, the VOT used in this study has been well described in literature.(99. Lima A, van Bommel J, Sikorska K, van Genderen M, Klijn E, Lesaffre E, et al. The relation of near-infrared spectroscopy with changes in peripheral circulation in critically ill patients. Crit Care Med. 2011;39(7):1649-54.,1010. Tafner PF, Chen FK, Rabello Filho R, Corrêa TD, Chaves RC, Serpa Neto A. Recent advances in bedside microcirculation assessment in critically ill patients. Rev Bras Ter Intensiva. 2017;29(2):238-47. Review.) Basically, the descending VOT slope is used to estimate thenar muscle oxygen consumption and the ascending slope and hyperemic area to estimate post-ischemic vasodilation and capillary recruitment.(99. Lima A, van Bommel J, Sikorska K, van Genderen M, Klijn E, Lesaffre E, et al. The relation of near-infrared spectroscopy with changes in peripheral circulation in critically ill patients. Crit Care Med. 2011;39(7):1649-54.,1010. Tafner PF, Chen FK, Rabello Filho R, Corrêa TD, Chaves RC, Serpa Neto A. Recent advances in bedside microcirculation assessment in critically ill patients. Rev Bras Ter Intensiva. 2017;29(2):238-47. Review.)

Deterioration of the microcirculation during the first 24 hours of CRRT has been reported.(55. Pipili C, Vasileiadis I, Grapsa E, Tripodaki ES, Ioannidou S, Papastylianou A, et al. Microcirculatory alterations during continuous renal replacement therapy in ICU: a novel view on the ‘dialysis trauma’ concept. Microvasc Res. 2016; 103:14-8.) However, that study was based on a comparatively smaller number of variables. Drop in minimum SatO2 values during the experimental period was the only significant change in this study. Minimum SatO2 is thought to be an indicator of the extent of ischemia.(1111. Bezemer R, Lima A, Myers D, Klijn E, Heger M, Goedhart PT, et al. Assessment of tissue oxygen saturation during a vascular occlusion test using near-infrared spectroscopy: the role of probe spacing and measurement site studied in healthy volunteers. Crit Care. 2009;13 Suppl 5:S4.) This finding suggests higher oxygen consumption during the first 24 hours of CVVHDF. Also, changes detected in this study may have been caused by CVVHDF, as dialysis may induce pre-capillary sphincter constriction due to changes in electrolyte concentrations and drop in core temperature in response to dialysis against cool dialysate.(55. Pipili C, Vasileiadis I, Grapsa E, Tripodaki ES, Ioannidou S, Papastylianou A, et al. Microcirculatory alterations during continuous renal replacement therapy in ICU: a novel view on the ‘dialysis trauma’ concept. Microvasc Res. 2016; 103:14-8.)

The dissociation between macrocirculation and microcirculation has been described; however, macrocirculation parameters, such as heart rate, mean arterial pressure, cardiac output and central venous oxygen saturation are commonly used to monitor critically ill patients.(1010. Tafner PF, Chen FK, Rabello Filho R, Corrêa TD, Chaves RC, Serpa Neto A. Recent advances in bedside microcirculation assessment in critically ill patients. Rev Bras Ter Intensiva. 2017;29(2):238-47. Review.,1212. Trzeciak S, Dellinger RP, Parrillo JE, Guglielmi M, Bajaj J, Abate NL, Arnold RC, Colilla S, Zanotti S, Hollenberg SM; Microcirculatory Alterations in Resuscitation and Shock Investigators. Early microcirculatory perfusion derangements in patients with severe sepsis and septic shock: relationship to hemodynamics, oxygen transport, and survival. Ann Emerg Med. 2007; 49(1):88-98. e1-2.) Also, persistence of microcirculatory abnormalities in spite of macrocirculatory optimization is associated with higher mortality.(44. 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(9):1825-31.,1010. Tafner PF, Chen FK, Rabello Filho R, Corrêa TD, Chaves RC, Serpa Neto A. Recent advances in bedside microcirculation assessment in critically ill patients. Rev Bras Ter Intensiva. 2017;29(2):238-47. Review.) Hence, microcirculatory monitoring, early optimization of microcirculatory parameters and accurate assessment of intravascular volume for appropriate intervention selection may translate into better outcomes in critically ill patients.(1010. Tafner PF, Chen FK, Rabello Filho R, Corrêa TD, Chaves RC, Serpa Neto A. Recent advances in bedside microcirculation assessment in critically ill patients. Rev Bras Ter Intensiva. 2017;29(2):238-47. Review.,1313. De Backer D, Ospina-Tascon G, Salgado D, Favory R, Creteur J, Vincent JL. Monitoring the microcirculation in the critically ill patient: current methods and future approaches. Int Care Med. 2010;36(11):1813-25. Review.,1414. Chaves RC, Corrêa TD, Serpa Neto A, Bravim BA, Cordioli RL, Moreira FT, et al. Assessment of fluid responsiveness in spontaneously breathing patients: a systematic review of literature. Ann Intensive Care. 2018;8(1):21. Review.)

This study has limitations. Being a pilot study with small sample size, it lacks sufficient power to confirm or exclude associations, which can only be suggested. Also, single-center design decreases the external validity of findings, particularly due to use of a specific protocol for CVVHDF in ICU. Moroever, NIRS does not measure microcirculatory flow directly and the NIRS signal is limited to vessels less than 1mm in diameter.(1010. Tafner PF, Chen FK, Rabello Filho R, Corrêa TD, Chaves RC, Serpa Neto A. Recent advances in bedside microcirculation assessment in critically ill patients. Rev Bras Ter Intensiva. 2017;29(2):238-47. Review.)

CONCLUSION

Minimum tissue oxygen saturation measured during the vascular occlusion test was the only near-infrared spectroscopy-derived parameter to change during the first 24 hours of continuous venovenous hemodiafiltration. Further studies with adequate sample size and power are warranted to address the impacts of microcirculatory dysfunction on clinical outcomes of patients undergoing to continuous venovenous hemodiafiltration.

REFERENCES

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    Ronco C, Ricci Z, De Backer D, Kellum JA, Taccone FS, Joannidis M, et al. Renal replacement therapy in acute kidney injury: controversy and consensus. Crit Care. 2015;19:146. Review.
  • 3
    De Backer D, Donadello K, Taccone FS, Ospina-Tascon G, Salgado D, Vincent JL. Microcirculatory alterations: potential mechanisms and implications for therapy. Ann Intensive Care. 2011;1(1):27.
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    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(9):1825-31.
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    Durão MS, Monte JC, Batista MC, Oliveira M, Iizuka IJ, Santos BF, et al. The use of regional citrate anticoagulation for continuous venovenous hemodiafiltration in acute kidney injury. Crit Care Med. 2008;36(11):3024-9.
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    Bezemer R, Lima A, Myers D, Klijn E, Heger M, Goedhart PT, et al. Assessment of tissue oxygen saturation during a vascular occlusion test using near-infrared spectroscopy: the role of probe spacing and measurement site studied in healthy volunteers. Crit Care. 2009;13 Suppl 5:S4.
  • 12
    Trzeciak S, Dellinger RP, Parrillo JE, Guglielmi M, Bajaj J, Abate NL, Arnold RC, Colilla S, Zanotti S, Hollenberg SM; Microcirculatory Alterations in Resuscitation and Shock Investigators. Early microcirculatory perfusion derangements in patients with severe sepsis and septic shock: relationship to hemodynamics, oxygen transport, and survival. Ann Emerg Med. 2007; 49(1):88-98. e1-2.
  • 13
    De Backer D, Ospina-Tascon G, Salgado D, Favory R, Creteur J, Vincent JL. Monitoring the microcirculation in the critically ill patient: current methods and future approaches. Int Care Med. 2010;36(11):1813-25. Review.
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    Chaves RC, Corrêa TD, Serpa Neto A, Bravim BA, Cordioli RL, Moreira FT, et al. Assessment of fluid responsiveness in spontaneously breathing patients: a systematic review of literature. Ann Intensive Care. 2018;8(1):21. Review.

Publication Dates

  • Publication in this collection
    14 Feb 2019
  • Date of issue
    2019

History

  • Received
    22 Feb 2018
  • Accepted
    20 Sept 2018
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