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Lack of change in the respiratory quotient during oxygen supply dependence in endotoxemic shock: a subanalysis of an experimental controlled study

ABSTRACT

Objective:

To evaluate if the reductions in systemic and renal oxygen consumption are associated with the development of evidence of anaerobic metabolism.

Methods:

This is a subanalysis of a previously published study. In anesthetized and mechanically ventilated sheep, we measured the respiratory quotient by indirect calorimetry and its systemic, renal, and intestinal surrogates (the ratios of the venous-arterial carbon dioxide pressure and content difference to the arterial-venous oxygen content difference. The Endotoxemic Shock Group (n = 12) was measured at baseline, after 60 minutes of endotoxemic shock, and after 60 and 120 minutes of fluid and norepinephrine resuscitation, and the values were compared with those of a Control Group (n = 12) without interventions.

Results:

Endotoxemic shock decreased systemic and renal oxygen consumption (6.3 [5.6 - 6.6] versus 7.4 [6.3 - 8.5] mL/minute/kg and 3.7 [3.3 - 4.5] versus 5.4 [4.6 - 9.4] mL/minute/100g; p < 0.05 for both). After 120 minutes of resuscitation, systemic oxygen consumption was normalized, but renal oxygen consumption remained decreased (6.3 [5.9 - 8.2] versus 7.1 [6.1 - 8.6] mL/minute/100g; p = not significance and 3.8 [1.9 - 4.8] versus 5.7 [4.5 - 7.1]; p < 0.05). The respiratory quotient and the systemic, renal and intestinal ratios of the venous-arterial carbon dioxide pressure and content difference to the arterial-venous oxygen content difference did not change throughout the experiments.

Conclusion:

In this experimental model of septic shock, oxygen supply dependence was not associated with increases in the respiratory quotient or its surrogates. Putative explanations for these findings are the absence of anaerobic metabolism or the poor sensitivity of these variables in detecting this condition.

Keywords:
Septic shock; Anaerobiosis; Oxygen consumption; Energetic metabolism; Respiration

RESUMO

Objetivo:

Avaliar se as reduções do consumo de oxigênio sistêmico e renal estão associadas ao desenvolvimento de evidências de metabolismo anaeróbico.

Métodos:

Esta é uma subanálise de estudo já publicado. Em ovinos anestesiados e ventilados mecanicamente, medimos o quociente respiratório por calorimetria indireta e seus substitutos sistêmicos, renais e intestinais (as razões entre a diferença de pressão venoarterial do teor de dióxido de carbono e a diferença arteriovenosa do teor de oxigênio). O Grupo Choque Endotoxêmico (n = 12) foi medido inicialmente, após 60 minutos do choque endotoxêmico e após 60 e 120 minutos da ressuscitação com fluidos e norepinefrina, e os valores foram comparados com os do Grupo Controle (n = 12) sem intervenções.

Resultados:

O choque endotoxêmico diminuiu o consumo de oxigênio sistêmico e renal (6,3 [5,6 - 6,6] versus 7,4 [6,3 - 8,5] mL/minuto/kg e 3,7 [3,3 - 4,5] versus 5,4 [4,6 - 9,4] mL/minuto/100g; p < 0,05 para ambos). Após 120 minutos de ressuscitação, o consumo sistêmico de oxigênio foi normalizado, mas o consumo renal de oxigênio permaneceu reduzido (6,3 [5,9 - 8,2] versus 7,1 [6,1 - 8,6] mL/minuto/100g; p = NS e 3,8 [1,9 - 4,8] versus 5,7 [4,5 - 7,1]; p < 0,05). O quociente respiratório e as razões sistêmica, renal e intestinal entre a diferença na pressão venoarterial do teor de dióxido de carbono e a diferença arteriovenosa do teor de oxigênio não se alteraram ao longo dos experimentos.

Conclusão:

Nesse modelo experimental de choque séptico, a dependência do suprimento de oxigênio não foi associada a aumentos no quociente respiratório ou em seus substitutos. As explicações possíveis para esses achados são a ausência de metabolismo anaeróbico ou a baixa sensibilidade dessas variáveis na detecção dessa condição.

Descritores:
Choque séptico; Anaerobiose; Consumo de oxigênio; Metabolismo energético; Respiração

INTRODUCTION

Shock states are characterized by the failure of the cardiovascular system to meet metabolic oxygen demands. Regardless of the different hemodynamic patterns, the distinctive and common feature of shock is the presence of tissue hypoperfusion, which results in tissue hypoxia and anaerobic metabolism. Hence, the dependence of oxygen consumption (VO2) on oxygen delivery (DO2) is considered characteristic of all types of shock.(11 Astiz ME, Rackow EC, Weil MH. Pathophysiology and treatment of circulatory shock. Crit Care Clin. 1993;9(2):183-203.)

In patients with septic shock, VO2/DO2 dependence has been repeatedly described.(22 Dantzker D. Oxygen delivery and utilization in sepsis. Crit Care Clin. 1989;5(1):81-98.) In experimental models, oxygen supply dependence has also been found at both the systemic and organ levels-such as in the gut and kidney.(33 Nelson DP, Samsel RW, Wood LD, Schumacker PT. Pathological supply dependence of systemic and intestinal O2 uptake during endotoxemia. J Appl Physiol (1985). 1988;64(6):2410-9.,44 Ferrara G, Kanoore Edul VS, Caminos Eguillor JF, Buscetti MG, Canales HS, Lattanzio B, et al. Effects of fluid and norepinephrine resuscitation in a sheep model of endotoxin shock and acute kidney injury. J Appl Physiol (1985). 2019;127(3):788-97.) However, the meaning of this phenomenon is controversial. Although the fall in VO2 is usually considered an expression of anaerobic metabolism leading to organ dysfunction, other explanations are possible. In septic shock, while the mitochondrial ability to generate cellular adenosine-triphosphate (ATP) is decreased, this is not associated with significant organ necrosis.(55 Preau S, Vodovar D, Jung B, Lancel S, Zafrani L, Flatres A, et al. Energetic dysfunction in sepsis: a narrative review. Ann Intensive Care. 2021;11(1):104.) Therefore, the reduction in VO2 might be an adaptive response that allows survival in the face of an overwhelming insult. The suppression of nonessential functions-such as glomerular filtration rate and consequent tubular energy demand-might thus be a mechanism to avoid death by dysoxia. From this standpoint, organ failure could be a reactive and potentially protective mechanism.(66 Singer M. Cellular dysfunction in sepsis. Clin Chest Med. 2008;29(4):655-60.)

An approach that might help to elucidate the meaning of the VO2/DO2 dependence is the analysis of the respiratory quotient (RQ). The RQ is the ratio between carbon dioxide (CO2) production (VCO2) and VO2. In animal models of tissue hypoxia, the beginning of anaerobic metabolism is signaled by the abrupt increase in the RQ.(77 Cohen IL, Sheikh FM, Perkins RJ, Feustel PJ, Foster ED. Effect of hemorrhagic shock and reperfusion on the respiratory quotient in swine. Crit Care Med. 1995;23(3):545-52.,88 Ferrara G, Kanoore Edul VS, Martins E, Canales HS, Canullán C, Murias G, et al. Intestinal and sublingual microcirculation are more severely compromised in hemodilution than in hemorrhage. J Appl Physiol (1985). 2016;120(10):1132-40.) Although VCO2 and VO2 decrease secondary to the compromise of aerobic metabolism, there is anaerobic VCO2 due to the buffering of protons derived from anaerobically generated acids by bicarbonate. Therefore, the relative increase in VCO2 in relation to VO2 increases the RQ.

In an experimental model of endotoxemic shock and severe kidney injury, we previously found the presence of systemic and renal oxygen supply dependence.(44 Ferrara G, Kanoore Edul VS, Caminos Eguillor JF, Buscetti MG, Canales HS, Lattanzio B, et al. Effects of fluid and norepinephrine resuscitation in a sheep model of endotoxin shock and acute kidney injury. J Appl Physiol (1985). 2019;127(3):788-97.) The decreases in renal VO2 were still present after resuscitation. Notwithstanding this, the renal oxygen ratio extraction (O2ER) remained stable and eventually decreased, suggesting a primary reduction in metabolic oxygen needs.

The goal of this subanalysis was to evaluate whether the reductions in systemic and renal VO2 are associated with the development of evidence of anaerobic metabolism. For this purpose, we examined the changes in RQ and its systemic and regional surrogates, the ratios of venous-arterial CO2 pressure and the content difference to the arterial-venous O2 content difference (Pv-aCO2/Ca-vO2 and Cv-aCO2/Ca-vO2, respectively).(99 Mekontso-Dessap A, Castelain V, Anguel N, Bahloul M, Schauvliege F, Richard C, et al. Combination of venoarterial PCO2 difference with arteriovenous O2 content difference to detect anaerobic metabolism in patients. Intensive Care Med. 2002;28(3):272-7.) Our hypothesis was that VO2/DO2 dependence is not associated with anaerobic metabolism, as reflected by the RQ and its surrogates.

METHODS

We used original data from a previously published study.(44 Ferrara G, Kanoore Edul VS, Caminos Eguillor JF, Buscetti MG, Canales HS, Lattanzio B, et al. Effects of fluid and norepinephrine resuscitation in a sheep model of endotoxin shock and acute kidney injury. J Appl Physiol (1985). 2019;127(3):788-97.) The local research committee approved this study [protocol P01-05-2016]. Care of animals was in accordance with the National Research Council’s Guide for the Care and Use of Laboratory Animals.

Anesthesia and ventilation

Twenty-four sheep (24 [22 - 27] kg, median [25th-75th percentiles]) were anesthetized with 30mg.kg-1 sodium pentobarbital, intubated and mechanically ventilated with a Servo Ventilator 900C (Siemens - Elema AB, Solna, Sweden) with a tidal volume of 10mL/kg, an FiO2 of 0.21 and a positive end-expiratory pressure of 6cmH2O. The initial respiratory rate was set to keep the arterial PCO2 between 35 - 40mmHg. This respiratory setting was maintained during the rest of the experiment. Neuromuscular blockade was performed with pancuronium bromide (0.06mg.kg-1). Additional pentobarbital boluses (1mg/kg) were administered hourly and when clinical signs of inadequate depth of anesthesia were evident. Analgesia was provided by fentanyl as a bolus of 2µg/kg, followed by 1µg/kg/h. These drugs were administered intravenously.

Surgical preparation

A 7.5 French Swan - Ganz Standard Thermodilution Pulmonary Artery Catheter (Edwards Life Sciences, Irvine, CA, USA) was inserted in the right external jugular vein to obtain mixed venous samples. Catheters were placed in the descending aorta via the left femoral artery to measure blood pressure and obtain blood samples and in the inferior vena cava to administer fluids and drugs.

A midline laparotomy was performed, followed by a gastrostomy to drain the gastric contents and a splenectomy to avoid spleen contraction during shock. Perivascular ultrasonic flow probes were placed around the superior mesenteric artery and the left renal artery to measure intestinal blood flow (IBF) and renal blood flow (RBF). Catheters were introduced in the left renal and mesenteric veins to draw blood samples and to measure venous pressure. Catheters were also positioned in the abdomen for intraabdominal pressure measurement and into the bladder to monitor urinary output. To allow renal cortical videomicroscopy, the left kidney was gently decapsulated, and 5cm incision was made in the left flank of the abdominal wall. A 10- to 15cm segment of the ileum was mobilized, placed outside the abdomen, and opened 2cm on the antimesenteric border to allow examination of mucosal microcirculation. The exteriorized intestinal segment was covered and moistened, and the temperature was preserved by an external heating device. Finally, after complete hemostasis, the midline abdominal wall incision was closed, except for a short segment for externalization of the ileal loop.

Measurements and derived calculations

Systemic VO2 and the RQ were measured by analysis of expired gases (MedGraphics CPX Ultima, Medical Graphics Corporation, St. Paul, MN) and adjusted to body weight.

Arterial, mixed venous, renal venous, and mesenteric venous PO2, PCO2, pH, Hb, and O2 saturation were measured with a blood gas analyzer and a co-oximeter in sheep mode (ABL 5 and OSM 3, Radiometer, Copenhagen, Denmark). Oxygen-derived variables were calculated by standard formulae.

Since the thermodilution method overestimates low cardiac output, the cardiac index (CI) was calculated as VO2 divided by the arterial-mixed venous O2 content difference (Ca-mvO2). Oxygen delivery was calculated as the CI multiplied by the arterial O2 content (CaO2). Systemic O2ER was calculated as Ca-mvO2 divided by CaO2.

Intestinal blood flow and RBF were measured by an ultrasonic flowmeter (One Channel Perivascular Flowmeter, Transonics Systems Inc., Ithaca, NY, USA) and normalized to the organ weight.

Intestinal and renal DO2 and VO2 were calculated as the product of the respective flow index multiplied by either the CaO2 or arterial-venous oxygen content difference. Intestinal and renal O2ER were calculated as the respective arteriovenous oxygen content difference divided by CaO2 (Ca-ivO2 and Ca-rvO2, respectively).

As surrogates of the systemic, renal, and intestinal RQ, we calculated the systemic, renal, and intestinal Pv-aCO2/Ca-vO2. In addition, the corresponding Cv-aCO2/Ca-vO2 values were calculated by means of the Douglas algorithm(1010 Douglas AR, Jones NL, Reed JW. Calculation of whole blood CO2 content. J Appl Physiol (1985). 1988;65(1):473-7.) to assess the changes in the CO2 dissociation curve.

Arterial lactate was measured with a point-of-care analyzer (Stat Profile Critical Care Xpress, Nova Biomedical, Waltham, MA, USA).

Creatinine clearance was calculated as the urinary creatinine level multiplied by the urine output in 60 minutes divided by the plasma creatinine level.

Experimental procedure

Basal measurements were taken after a period of no less than 30 minutes after blood pressure, heart rate, systemic VO2, and renal and intestinal flow became stable. Animals were then randomly assigned to the endotoxemic shock (n = 12) or control (n = 12) groups. In the endotoxemic shock group, shock was induced by intravenous injection of Escherichia coli lipopolysaccharide (5µg/kg followed by 2.5µg/kg/hour for 180 minutes). After 60 minutes of shock, 30mL/kg of 0.9% sodium chloride (NaCl) solution was infused, and norepinephrine was titrated to reach a mean arterial pressure (MAP) of 70mmHg. In the sham group, the same experimental preparation was carried out, and 0.9% NaCl was infused to maintain hemodynamic variables at basal values without further interventions. Measurements were performed at baseline (0 minutes), after 60 minutes of endotoxemic shock without resuscitation, and after 60 and 120 minutes of resuscitation. Blood temperature was kept constant throughout the study with a heating lamp.

At the end of the experiment, animals were killed with an additional dose of pentobarbital and a potassium chloride (KCl) bolus. A catheter was inserted in the superior mesenteric artery, and Indian ink was instilled through the catheter. Dyed intestinal segments were dissected, washed, and weighed. We also weighed the left kidney. Consequently, renal and intestinal VO2 and DO2 are expressed as indices based on organ weight.

Data analysis

Because of the small numbers of animals, nonparametric tests were used. Data expressed as medians [25th - 75th percentiles] were analyzed using generalized estimating equations (GEE), followed by Mann‒Whitney and Wilcoxon tests with Bonferroni correction for betweenand within-group pairwise comparisons. The association of the RQ with the systemic Pv-aCO2/Ca-vO2 and Cv-aCO2/Ca-vO2 was assessed by means of the Spearman correlation. Agreement between the RQ and Cv-aCO2/Ca-vO2 was evaluated by the Bland and Altman method. A p value < 0.05 was considered statistically significant.

RESULTS

The effect of endotoxemic shock and subsequent resuscitation on systemic, regional, and microvascular hemodynamics and oxygen transport has been reported elsewhere.(44 Ferrara G, Kanoore Edul VS, Caminos Eguillor JF, Buscetti MG, Canales HS, Lattanzio B, et al. Effects of fluid and norepinephrine resuscitation in a sheep model of endotoxin shock and acute kidney injury. J Appl Physiol (1985). 2019;127(3):788-97.) Briefly, endotoxin administration decreased blood pressure, CI, RBF, and IBF (Table 1). Systemic VO2 and DO2 fell, and O2ER increased. Renal VO2 and DO2 decreased, but renal O2ER did not change. At the intestinal level, DO2 was reduced but due to the increase in O2ER, VO2 remained stable (Table 1 and Figures 1S, 2S, and 3S - Supplementary Material). Microcirculatory alterations arose in the sublingual mucosa, intestinal villi and, especially, renal peritubular capillaries.(44 Ferrara G, Kanoore Edul VS, Caminos Eguillor JF, Buscetti MG, Canales HS, Lattanzio B, et al. Effects of fluid and norepinephrine resuscitation in a sheep model of endotoxin shock and acute kidney injury. J Appl Physiol (1985). 2019;127(3):788-97.) Oliguria and severe acute kidney injury were also present (Table 1).

Table 1
Values of systemic, intestinal, and renal hemodynamic and oxygen transport variables in the control and endotoxemic shock groups

Figure 1
Respiratory quotient (panel A), ratio of the mixed venous-arterial carbon dioxide pressure difference to arterial-mixed venous oxygen content difference (panel B), ratio of the renal venous-arterial carbon dioxide pressure difference to arterial-renal venous oxygen content difference (panel C), and ratio of the intestinal venous-arterial carbon dioxide pressure difference to arterial-intestinal venous oxygen content difference (panel D) in the control and endotoxemic shock groups.

Figure 2
Ratio of the mixed venous-arterial carbon dioxide content difference to arterial-mixed venous oxygen content difference (panel A), ratio of the renal venous-arterial carbon dioxide content difference to arterial-renal venous oxygen content difference (panel B), and ratio of the intestinal venous-arterial carbon dioxide content difference to arterial-intestinal venous oxygen content difference (panel C) in the control and endotoxemic shock groups.

Resuscitation normalized the CI and systemic VO2 and DO2. Renal blood flow and renal DO2 and VO2 remained low, whereas renal O2ER never increased and dropped at 60 min of resuscitation. Intestinal DO2 improved, but O2ER remained high (Table 1 and Figures 1S, 2S, and 3S - Supplementary Material). Most of the renal microvascular abnormalities appearing during shock were still present in the resuscitation period. In the intestinal and sublingual mucosa, only minor alterations persisted.(44 Ferrara G, Kanoore Edul VS, Caminos Eguillor JF, Buscetti MG, Canales HS, Lattanzio B, et al. Effects of fluid and norepinephrine resuscitation in a sheep model of endotoxin shock and acute kidney injury. J Appl Physiol (1985). 2019;127(3):788-97.)

In the endotoxemic group, hyperlactatemia and increased anion gap metabolic acidosis developed during resuscitation (Table 2).

Table 2
Values of arterial blood gases in the control and endotoxic shock groups

In both groups, RQ did not change throughout the experiments. The systemic, renal, and intestinal Pv-aCO2/Ca-vO2 and Cv-aCO2/Ca-vO2 also remained unchanged (Figures 1 and 2).

The RQ showed a weak but statistically significant correlation with Pmv-aCO2/Ca-mvO2 (rs = 0.23, p = 0.02). The RQ had no correlation with Cmv-aCO2/Ca-mvO2 (rs = 0.10, p = 0.36). Bland and Altman analysis showed a bias of -0.04, a precision of 0.41, and 95% limits of agreement of 1.60 between RQ and Cmv-aCO2/Ca-mvO2 (Figures 4S, 5S, and 6S - Supplementary Material).

DISCUSSION

The main finding of this study was that the RQ and its systemic and regional surrogates did not change, despite the severe hemodynamic compromise with oxygen supply dependence, tissue hypoperfusion, and acute kidney injury produced by the administration of endotoxin. The lack of increase in the RQ and its surrogates might suggest the absence of anaerobic metabolism but also the inability of these variables to reflect tissue hypoperfusion.

Our experimental model is relevant and resembles many components of human septic shock, including derangements in systemic and microvascular hemodynamics. In addition, it produced severe renal failure, which was unresponsive to resuscitation. Remarkably, the renal O2ER never increased and eventually dropped at 60 minutes after the start of the resuscitation period.

The concurrent alterations in RBF and peritubular microcirculation could be considered the cause of renal failure or a reflex compensation for metabolic shutdown. Since previous studies could not detect overt necrotic lesions,(1111 Langenberg C, Bagshaw SM, May CN, Bellomo R. The histopathology of septic acute kidney injury: a systematic review. Crit Care. 2008;12(2):R38) septic acute kidney injury has been related to bioenergetic failure. This hypothesis states that mitochondrial dysfunction and insufficient adenosine triphosphate lead to reduced cellular metabolism. Organ failures might thus be primarily functional rather than structural. Indeed, this could act as a potentially protective, reactive mechanism against inflammatory stress.(66 Singer M. Cellular dysfunction in sepsis. Clin Chest Med. 2008;29(4):655-60.) In an experimental study, proximal tubular cells exposed to endotoxin developed an irreversible reduction in VO2 as a sign of pathologic metabolic downregulation.(1212 Quoilin C, Mouithys-Mickalad A, Duranteau J, Gallez B, Hoebeke M. Endotoxin-induced basal respiration alterations of renal HK-2 cells: a sign of pathologic metabolism down-regulation. Biochem Biophys Res Commun. 2012;423(2):350-4.) Even though this process is usually described at several hours or days after septic challenge, the intravenous administration of endotoxin is associated with almost immediate reductions in the intestinal redox state of mitochondrial cytochrome aa3.(1313 Schaefer CF, Biber B, Lerner MR, Jöbsis-VanderVliet FF, Fagraeus L. Rapid reduction of intestinal cytochrome a,a3 during lethal endotoxemia. J Surg Res. 1991;51(5):382-91.) Likewise, within 1 hour of endotoxin exposure, renal cells show decreased expression of genes involved in mitochondrial processes.(1414 Janosevic D, Myslinski J, McCarthy TW, Zollman A, Syed F, Xuei X, et al. The orchestrated cellular and molecular responses of the kidney to endotoxin define a precise sepsis timeline. Elife. 2021;10:e62270.) The lack of changes in the RQ and systemic and regional Pv-aCO2/Ca-vO2 and Cv-aCO2/Ca-vO2 might be linked to bioenergetic failure, but this is merely speculative because mitochondrial function was not assessed in our study.

Normal RQ values range from 0.67 to 1.10, which depends on the type of substrate utilized.(1515 McClave SA, Lowen CC, Kleber MJ, McConnell JW, Jung LY, Goldsmith LJ. Clinical use of the respiratory quotient obtained from indirect calorimetry. JPEN J Parenter Enteral Nutr. 2003;27(1):21-6.) For this reason, a sharp increase-rather than isolated high values-of the RQ signals the beginning of anaerobic metabolism during progressive exercise load and during reductions in oxygen transport in critically ill patients.(1616 Wasserman K, Beaver WL, Whipp BJ. Gas exchange theory and the lactic acidosis (anaerobic) threshold. Circulation. 1990;81(1 Suppl):II14-30.) Acute increases in the RQ have been described in ischemic, hypoxic, and anemic hypoxia.(77 Cohen IL, Sheikh FM, Perkins RJ, Feustel PJ, Foster ED. Effect of hemorrhagic shock and reperfusion on the respiratory quotient in swine. Crit Care Med. 1995;23(3):545-52.,88 Ferrara G, Kanoore Edul VS, Martins E, Canales HS, Canullán C, Murias G, et al. Intestinal and sublingual microcirculation are more severely compromised in hemodilution than in hemorrhage. J Appl Physiol (1985). 2016;120(10):1132-40.,1717 Dubin A, Murias G, Estenssoro E, Canales H, Sottile P, Badie J, et al. End-tidal CO2 pressure determinants during hemorrhagic shock. Intensive Care Med. 2000;26(11):1619-23.,1818 Moss M, Moreau G, Lister G. Oxygen transport and metabolism in the conscious lamb: the effects of hypoxemia. Pediatr Res. 1987;22(2):177-83.)

Another explanation for the lack of changes in the RQ during endotoxemic shock might be a switch in the source of energy, i.e., from carbohydrates to lipids. In this case, however, the RQ should be lower during resuscitation.

In septic shock, there are conflicting results about the behavior of the RQ and its surrogates. In our study, these variables remained constant. In a similar model of endotoxemic shock with systemic and intestinal oxygen supply dependence, we found that the corresponding Cv-aCO2/Ca-vO2 did not increase.(1919 Dubin A, Edul VS, Pozo MO, Murias G, Canullán CM, Martins EF, et al. Persistent villi hypoperfusion explains intramucosal acidosis in sheep endotoxemia. Crit Care Med. 2008;36(2):535-42.) Apart from ours, only two studies, which were carried out in rodent models of sepsis, have assessed the RQ calculated from the measurement of expired gases during VO2/DO2 dependence.(2020 Steiner AA, Flatow EA, Brito CF, Fonseca MT, Komegae EN. Respiratory gas exchange as a new aid to monitor acidosis in endotoxemic rats: relationship to metabolic fuel substrates and thermometabolic responses. Physiol Rep. 2017;5(1):e13100.,2121 Teo TC, Selleck KM, Wan JM, Pomposelli JJ, Babayan VK, Blackburn GL, et al. Long-term feeding with structured lipid composed of medium-chain and N-3 fatty acids ameliorates endotoxic shock in guinea pigs. Metabolism. 1991;40(11):1152-9.) In contrast to our results, endotoxin injection resulted in an increase in the RQ. This discrepancy could be related to the species studied (rats, guinea pigs, and sheep). Severely hypodynamic murine models of sepsis have been considered poorly representative of human sepsis(55 Preau S, Vodovar D, Jung B, Lancel S, Zafrani L, Flatres A, et al. Energetic dysfunction in sepsis: a narrative review. Ann Intensive Care. 2021;11(1):104.) Another explanation might reside in the fact that our animals were on mechanical ventilation, whereas the rodents breathed spontaneously. Spontaneous breathing is a major contributor to the development of muscle anaerobic metabolism and lactic acidosis in shock states, regardless of hemodynamic changes.(2222 Aubier M, Trippenbach T, Roussos C. Respiratory muscle fatigue during cardiogenic shock. J Appl Physiol Respir Environ Exerc Physiol. 1981;51(2):499-508.,2323 Hussain SN, Graham R, Rutledge F, Roussos C. Respiratory muscle energetics during endotoxic shock in dogs. J Appl Physiol (1985). 1986;60(2):486-93.)

In another study performed in septic pigs, the systemic and regional Pv-aCO2/Ca-vO2 and Cv-aCO2/Ca-vO2 did not change, but VO2/DO2 dependence was absent.(2424 Corrêa TD, Pereira AJ, Takala J, Jakob SM. Regional venous-arterial CO2 to arterial - venous O2 content difference ratio in experimental circulatory shock and hypoxia. Intensive Care Med Exp. 2020;8(1):64.) In patients with septic shock, the RQ had a similar time course in survivors and nonsurvivors.(2525 Hoeyer-Nielsen AK, Holmberg MJ, Grossestreuer AV, Yankama T, Branton JP, Donnino MW, et al. Association between the oxygen consumption: lactate ratio and survival in critically ill patients with sepsis. Shock. 2021;55(6):775-81.,2626 Hirayama I, Asada T, Yamamoto M, Hayase N, Hiruma T, Doi K. Changes in carbon dioxide production and oxygen uptake evaluated using indirect calorimetry in mechanically ventilated patients with sepsis. Crit Care. 2021;25(1):416.) Although mortality was associated with temporal decreases in VCO2 and VO2, the RQ was stable over time. In contrast, in perioperative shock, the RQ was a predictor of hyperlactatemia and complications.(2727 Karam L, Desebbe O, Coeckelenbergh S, Alexander B, Colombo N, Laukaityte E, et al. Assessing the discriminative ability of the respiratory exchange ratio to detect hyperlactatemia during intermediate-to-high risk abdominal surgery. BMC Anesthesiol. 2022;22(1):211.

28 Bar S, Grenez C, Nguyen M, de Broca B, Bernard E, Abou-Arab O, et al. Predicting postoperative complications with the respiratory exchange ratio after high-risk noncardiac surgery: A prospective cohort study. Eur J Anaesthesiol. 2020;37(11):1050-7.
-2929 Bar S, Santarelli D, de Broca B, Abou Arab O, Leviel F, Miclo M, et al. Predictive value of the respiratory exchange ratio for the occurrence of postoperative complications in laparoscopic surgery: a prospective and observational study. J Clin Monit Comput. 2021;35(4):849-58.)

Pv-aCO2/Ca-vO2 and Cv-aCO2/Ca-vO2 have been used as surrogates for the RQ. Experimental studies have shown that both variables increase during states of ischemic, hypoxic, and anemic hypoxia.(3030 Mallat J, Vallet B. Ratio of venous-to-arterial PCO2 to arteriovenous oxygen content difference during regional ischemic or hypoxic hypoxia. Sci Rep. 2021;11(1):10172.,3131 Dubin A, Ferrara G, Kanoore Edul VS, Martins E, Canales HS, Canullán C, et al. Venoarterial PCO2-to-arteriovenous oxygen content difference ratio is a poor surrogate for anaerobic metabolism in hemodilution: an experimental study. Ann Intensive Care. 2017;7(1):65.) In patients with septic shock, a Pv-aCO2/Ca-vO2 higher than 1.4 was a predictor of mortality, hyperlactatemia, and oxygen supply dependence.(99 Mekontso-Dessap A, Castelain V, Anguel N, Bahloul M, Schauvliege F, Richard C, et al. Combination of venoarterial PCO2 difference with arteriovenous O2 content difference to detect anaerobic metabolism in patients. Intensive Care Med. 2002;28(3):272-7.) Nevertheless, Pv-aCO2/Ca-vO2 can increase before the start of VO2/DO2 dependence or persist at an elevated level after correction of tissue hypoxia.(3030 Mallat J, Vallet B. Ratio of venous-to-arterial PCO2 to arteriovenous oxygen content difference during regional ischemic or hypoxic hypoxia. Sci Rep. 2021;11(1):10172.

31 Dubin A, Ferrara G, Kanoore Edul VS, Martins E, Canales HS, Canullán C, et al. Venoarterial PCO2-to-arteriovenous oxygen content difference ratio is a poor surrogate for anaerobic metabolism in hemodilution: an experimental study. Ann Intensive Care. 2017;7(1):65.
-3232 Ferrara G, Edul VS, Canales HS, Martins E, Canullán C, Murias G, et al. Systemic and microcirculatory effects of blood transfusion in experimental hemorrhagic shock. Intensive Care Med Exp. 2017;5(1):24.) Factors that enhance the dissociation of CO2 from hemoglobin, such as anemia, metabolic acidosis, and the Haldane effect, can account for the increase in Pv-aCO2/Ca-vO2. In our study, Pv-aCO2/Ca-vO2 only showed a weak correlation with the RQ. The calculation of Cv-aCO2/Ca-vO2 should overcome these difficulties, but this approach could also be misleading. In the validation of the Douglas algorithm, an excellent correlation between the tonometric and calculated CO2 content was found.(1010 Douglas AR, Jones NL, Reed JW. Calculation of whole blood CO2 content. J Appl Physiol (1985). 1988;65(1):473-7.) However, using data from the abovementioned study, the 95% limits of agreement between the measured and calculated CO2 contents are as large as 4.7mL/100mL. In addition, there is a propagation error linked to the calculation of Cv-aCO2. For these reasons, this calculation can occasionally result in spurious negative values of Cv-aCO2. Accordingly, we found no correlation and wide 95% limits of agreement between the RQ and Cv-aCO2/Ca-vO2. Previous experimental and clinical studies showed that Pv-aCO2/Ca-vO2 is a misleading surrogate for the RQ.(2828 Bar S, Grenez C, Nguyen M, de Broca B, Bernard E, Abou-Arab O, et al. Predicting postoperative complications with the respiratory exchange ratio after high-risk noncardiac surgery: A prospective cohort study. Eur J Anaesthesiol. 2020;37(11):1050-7.,3131 Dubin A, Ferrara G, Kanoore Edul VS, Martins E, Canales HS, Canullán C, et al. Venoarterial PCO2-to-arteriovenous oxygen content difference ratio is a poor surrogate for anaerobic metabolism in hemodilution: an experimental study. Ann Intensive Care. 2017;7(1):65.,3232 Ferrara G, Edul VS, Canales HS, Martins E, Canullán C, Murias G, et al. Systemic and microcirculatory effects of blood transfusion in experimental hemorrhagic shock. Intensive Care Med Exp. 2017;5(1):24.) It might exhibit high sensitivity but low specificity to detect increases in the RQ. Despite the high sensitivity, this variable remained markedly stable in our experiments, even in the presence of systemic and renal oxygen supply dependence.

The increase in the RQ in anaerobic states results from the anaerobic VCO2 produced by bicarbonate buffering of anaerobically generated acids, such as lactate.(1616 Wasserman K, Beaver WL, Whipp BJ. Gas exchange theory and the lactic acidosis (anaerobic) threshold. Circulation. 1990;81(1 Suppl):II14-30.) In our experiments, lactate only showed marginal increases in the initial phase of shock, which is congruent with the lack of changes in the RQ and its surrogates and might imply the preservation of aerobic metabolism. In contrast, after the restoration of systemic VO2 and DO2 by fluid and norepinephrine resuscitation, severe hyperlactatemia and metabolic acidosis secondary to an increased anion gap arose. A large body of evidence shows that hyperlactatemia in septic shock, especially after the normalization of blood pressure and cardiac output, depends mainly on the increased aerobic glycolysis secondary to catecholamine stimulation of Na+/K+-ATPase activity.(3333 Levy B, Gibot S, Franck P, Cravoisy A, Bollaert PE. Relation between muscle Na+K+ ATPase activity and raised lactate concentrations in septic shock: a prospective study. Lancet. 2005;365(9462):871-5.) Furthermore, energetic reprogramming from fatty acid oxidation and oxidative phosphorylation toward aerobic glycolysis might be contributing factors.(3434 Toro J, Manrique-Caballero CL, Gómez H. Metabolic reprogramming and host tolerance: a novel concept to understand sepsis-associated AKI. J Clin Med. 2021;10(18):4184.)

This study has weaknesses. Secondary analyses pose inherent limitations that have been subject to critiques.(3535 Mariano ER, Ilfeld BM, Neal JM. “Going fishing”--the practice of reporting secondary outcomes as separate studies. Reg Anesth Pain Med. 2007;32(3):183-5.) Additionally, endotoxemic shock might not completely resemble human septic shock. In addition, our research lacks measurements of tissue oxygenation, bioenergetics, and mitochondrial function. Therefore, we could not completely rule out the occurrence of anaerobic metabolism. Another drawback is the lack of histologic examinations.

CONCLUSION

In this sheep model of septic shock, systemic, regional, and microcirculatory hypoperfusion; the dependence of systemic and renal oxygen consumption on oxygen delivery; and acute kidney injury were not associated with increases in the respiratory quotient or its systemic and regional surrogates. These findings might suggest the absence of anaerobic metabolism or a poor ability of these variables to detect such conditions. In any case, this monitoring failed to reflect the abnormalities in tissue perfusion and organ function. Consequently, our results might challenge the usefulness of this monitoring in patients with septic shock. Further studies should explore the relationship between these findings and the presence of bioenergetic failure.

ACKNOWLEDGMENTS

This study was supported by a grant (PID 2015-00004) from the Agencia Nacional de Promoción Científica y Tecnológica, Argentina.

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Edited by

Responsible editor: Gilberto Friedman

Publication Dates

  • Publication in this collection
    22 Dec 2023
  • Date of issue
    2023

History

  • Received
    21 Feb 2023
  • Accepted
    11 July 2023
Associação de Medicina Intensiva Brasileira - AMIB Rua Arminda, 93 - 7º andar - Vila Olímpia, CEP: 04545-100, Tel.: +55 (11) 5089-2642 - São Paulo - SP - Brazil
E-mail: ccs@amib.org.br