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01.12.2017 | Research | Ausgabe 1/2017 Open Access

Annals of Intensive Care 1/2017

A hypoperfusion context may aid to interpret hyperlactatemia in sepsis-3 septic shock patients: a proof-of-concept study

Annals of Intensive Care > Ausgabe 1/2017
Leyla Alegría, Magdalena Vera, Jorge Dreyse, Ricardo Castro, David Carpio, Carolina Henriquez, Daniela Gajardo, Sebastian Bravo, Felipe Araneda, Eduardo Kattan, Pedro Torres, Gustavo Ospina-Tascón, Jean-Louis Teboul, Jan Bakker, Glenn Hernández
Wichtige Hinweise

Electronic supplementary material

The online version of this article (doi:10.​1186/​s13613-017-0253-x) contains supplementary material, which is available to authorized users.
mean arterial pressure
central venous oxygen saturation
central venous-arterial PCO2 gradient
Surviving Sepsis Campaign
capillary refill time
intensive care unit


Sepsis-3 consensus defined septic shock as vasopressor requirement to maintain mean arterial pressure (MAP) >65 mmHg and a serum lactate level >2 mmol/L despite fluid resuscitation [ 1], and claimed that these criteria will identify patients with a homogeneous high risk of death, allegedly in excess of 40% [ 1]. Unfortunately, neither this new definition [ 1], or the Surviving Sepsis Campaign (SSC) [ 2] recognizes the heterogeneous sources of lactate in septic shock or the existence of different clinical patterns among hyperlactatemic patients. Therefore, normalization of lactate is recommended as a goal for septic shock resuscitation under the assumption that tissue hypoxia is the main source of lactate generation [ 2].
However, persistent hyperlactatemia is particularly difficult to interpret in the clinical setting. Besides hypoperfusion, adrenergic-driven aerobic lactate production and impaired hepatic lactate clearance have been suggested as important contributors [ 35]. Recognizing a clinical pattern of hypoperfusion-related hyperlactatemia appears as highly relevant since optimizing systemic blood flow in this setting could revert ongoing hypoperfusion and improve prognosis [ 6, 7]. In contrast, pursuing additional resuscitation in non-hypoperfusion-related cases might lead to the toxicity of fluid overload and excessive vasoactive drugs, eventually increasing morbidity or mortality [ 4].
Recognition of clinical patterns among septic shock patients with persistent hyperlactatemia is unfortunately not a common practice around the world, and hyperlactatemic patients are treated with the same strategy despite the risk of over-resuscitation in some. Nevertheless, a multimodal perfusion monitoring could aid in identifying a hypoperfusion context [ 4]. Indeed, the combination of hyperlactatemia with pCO 2-related markers of tissue hypoxia provides a stronger prognostic signal than either one alone [ 8]. In a lactate-driven resuscitation protocol, Jansen et al. [ 7] recommended systemic flow optimization exclusively in hyperlactatemic patients with concomitant low central venous oxygen saturation (ScvO 2). Hernandez et al. [ 9] demonstrated that variables such as ScvO 2, central venous-arterial PCO 2 gradient (P(cv-a)CO 2) and peripheral perfusion as assessed by the capillary refill time (CRT) exhibit a very fast normalization rate in relation to systemic flow optimization, whereas lactate shows a biphasic response with an initial rapid improvement in parallel with the above-mentioned variables, followed by a much slower trend thereafter. Thus, a concomitant low ScvO 2, or high P(cv-a)CO 2, or an abnormal peripheral perfusion defines a hypoperfusion context on which increasing systemic flow may contribute to serum lactate decrease.
Is the opposite true? Can resuscitation be safely stopped in hyperlactatemic septic shock patients without a hypoperfusion context? A recent pilot study by van Genderen et al. [ 10] indeed suggests that stopping fluid resuscitation when peripheral perfusion is normalized is not only safe, but also associated with less positive fluid balances and organ dysfunctions in septic shock patients with hyperlactatemia. However, this aspect is currently being addressed by ongoing studies.
We hypothesized that two different clinical patterns can be recognized in septic shock patients as defined by sepsis-3 consensus, according to the presence of a hypoperfusion context. Hyperlactatemic patients with a hypoperfusion context probably represent a more severe acute circulatory dysfunction, and the absence of a hypoperfusion context is eventually associated with a good outcome. We designed this retrospective proof-of-concept study to test our primary hypothesis. If this proves to be true, then it could be safe to launch a prospective study testing a restrictive resuscitation strategy in the latter, while concentrating resuscitation efforts in the former.


We evaluated all septic shock patients admitted to our intensive care unit (ICU) at the University Hospital of the Pontificia Universidad Católica de Chile during the 18-month period from July 2013 to December 2014. These patients were managed according to a local algorithm [ 9] and entered into a prospective dataset. The Institutional Review Board of our Institution approved this study and waived the need of an informed consent because of the retrospective observational nature of the study (CEC-MEDUC; 16-182, 2016).

Study population

Patients ≥18 years old were included if they presented: (a) septic shock according to sepsis-3 Definitions (requirement of vasopressors to sustain MAP ≥65 mmHg and hyperlactatemia >2 mmol/l after initial fluid resuscitation) [ 1]; (b) concomitant values for ScvO 2, P(cv-a)CO 2 and CRT; (c) full commitment for resuscitation; and (d) complete follow-up in the dataset and medical charts until hospital discharge.

Study protocol

Hypoperfusion context was defined by the presence of a ScvO 2 <70%, or a P(cv-a) CO 2 ≥6 mmHg, or a CRT ≥4 s together with hyperlactatemia after initial fluid resuscitation in the ICU. Patients without any abnormality were classified as with a non-hypoperfusion context. Both subgroups were compared in clinical-demographic data and severity scores at baseline; and macrohemodynamic and perfusion parameters, hemodynamic interventions and main outcomes.
All patients were managed according to our local algorithm aimed at macrohemodynamic stabilization and improvement of hypoperfusion [ 9]. A central venous catheter and an arterial line were inserted in all. A pulmonary artery catheter was recommended for those with a concomitant acute respiratory distress syndrome and/or past medical history of heart failure. Perfusion targets were normalization of ScvO 2, P(cv-a)CO 2, CRT and mottling, and a clear tendency to a decrease in arterial lactate levels. The algorithm was described elsewhere [ 9], but briefly preload optimization guided by dynamic predictors of fluid responsiveness was the first step to improve systemic blood flow. Pulse pressure variation was the preferred dynamic parameter when feasible. Echocardiography was not routinely performed during the study period except as an aid to assess preload status through inferior vena cava distensibility when necessary. Fluid challenges were repeated until the perfusion targets mentioned above were normalized, or the selected dynamic predictor of fluid responsiveness turned negative, or a safety limit of an increase in central venous pressure ≥5 mmHg after a fluid bolus was reached. Norepinephrine (NE) was the vasopressor of choice and adjusted to a MAP ≥65 mmHg. Low-dose dobutamine or milrinone was restricted to patients with persistent or worsening hypoperfusion after preload optimization. Hemoglobin concentrations were maintained at 8 g/dL or higher to optimize arterial O 2 content. Mechanical ventilation settings were adjusted according to current recommendations. High-volume hemofiltration (HVHF) was used as rescue therapy in patients evolving with refractory septic shock.

Statistical analysis

Categorical data were analyzed with Chi-square, t test for paired samples and Wilcoxon test when appropriate. We tested the discriminating value of each perfusion variable alone or in combination.
All data are presented as mean ± standard deviation (SD). All reported p values are two-sided, with a significant alpha level at 5%. STATA 13 (STATA Corp, Tx, USA) statistical package was used for analysis.


A total of 116 septic shock patients were admitted during the study period. Of these, ninety patients (57% female, mean age 66 ± 16 years) fulfilling the inclusion criteria were analyzed. Twenty-six patients were excluded from further analysis because of normal lactate levels at ICU admission (7), absence of data on one of the three parameters that define hypoperfusion context (10), no full commitment for full resuscitation (4), or early transfer to other hospitals (5).
The main sepsis sources were abdominal ( n = 46), pulmonary ( n = 21), urinary ( n = 15), and others ( n = 8). Seventy patients exhibited a hypoperfusion context after initial resuscitation in the ICU, and 20 did not. The main clinical, demographic and physiological characteristics according to subgroups at baseline are presented in Table  1.
Table 1
Clinical, demographic, severity scores, perfusion and hemodynamic variables at baseline according to hypoperfusion context
Hypoperfusion context (70)
Non-hypoperfusion context (20)
p value
Age (years)
66 ± 17
65 ± 13
Charlson index
1.9 ± 2.2
1.6 ± 0.3
22 ± 7
20 ± 5
SOFA score
9.5 ± 3.8
8.4 ± 2.6
Heart rate (beats/s)
104 ± 23
115 ± 24
MAP (mmHg)
75 ± 19
77 ± 21
SAP (mmHg)
108 ± 27
111 ± 27
DAP (mmHg)
59 ± 14
57 ± 12
Arterial lactate (mmol/L)
4.8 ± 2.8
4.7 ± 3.7
ScvO2 (%)
71.3 ± 9.5
74.8 ± 7
P(cv-a) CO 2
7.6 ± 2.5
5.5 ± 2.2
CRT (s)
5.4 ± 2.3
4.2 ± 2.6
NE (mcg/kg/min)
0.19 ± 0.24
0.09 ± 0.11
A p < 0.05 was considered as significant
Values are expressed as mean ± SD
APACHE Acute Physiology and Chronic Health Evaluation, SOFA Sequential Organ Failure Assessment, MAP mean arterial pressure, SAP systolic arterial pressure, DAP diastolic arterial pressure, P(cv-a) CO 2 central venous-arterial pCO 2 gradient, CRT capillary refill time, NE norepinephrine
Although lactate values at baseline (4.8 ± 2.8 vs. 4.7 ± 3.7 mmol/L) were comparable, the hypoperfusion-context subgroup presented a more severe circulatory dysfunction as expressed by higher NE requirements and a trend to a worse SOFA score (Table  1). As expected according to our local algorithm, patients categorized as with a hypoperfusion context received more dobutamine (31 vs. 5%; p < 0.01), and tended to receive more fluids (6732 ± 2524 vs. 5940 ± 2756 ml; p = 0.2).
Lactate decreased at the same rate in both groups (6 h lactate: 4 ± 2.7 vs. 3.9 ± 2.7 mmol/l, p = 0.9; 24 h lactate: 3.2 ± 3.0 vs. 2.7 ± 2.1 mmol/l, p = 0.4; 6 h lactate clearance: 13 ± 39 vs. 7 ± 48%, p = 0.58; 24 h lactate clearance: 27 ± 61 vs. 32 ± 39%, p = 0.7). However, within the hypoperfusion-context subgroup, 24-h lactate levels significantly decreased only in survivors with no change in non-survivors (Additional file 1: Figure S1). In addition, P(cv-a)CO 2 (7.6 ± 2.6 to 4.4 ± 2.3 mmHg; p < 0.001) and CRT (5.4 ± 2.2 to 3.1 ± 2.9 s; p < 0.001) decreased only in survivors.
Regarding main outcomes, patients with a hypoperfusion context exhibited a more severe circulatory dysfunction requiring higher NE doses at 6 h, and tended to have longer duration of mechanical ventilation, and higher use of HVHF as rescue therapy, in addition to longer ICU and hospital stays (Fig.  1). Eleven of 70 patients (16%) with a hypoperfusion context died as compared to only one of twenty in those without, although this difference was not significant.
The effect of using the criterion of “at least one abnormal perfusion parameter” among the three considered for defining a hypoperfusion context, as compared to each one individually to discriminate survivors versus non-survivors is shown in the distributional Fig.  2. Although the purpose of this figure is only to show visually the impact of using different criteria, it appears that the best discriminating capacity is for “at least one abnormal perfusion parameter.” In addition, the effect of testing different combinations of these three perfusion parameters (ScvO 2, P(cv-a)CO 2, and CRT) to define hypoperfusion context and the effect on outcomes variables is shown in Additional file 2: Table S1.


Our main finding is that a multimodal perfusion monitoring in sepsis-3 septic shock patients may aid to differentiate two clinical patterns according to the presence of a hypoperfusion context. Patients with hyperlactatemia associated with either low ScvO 2, or high P(cv-a)CO 2, or high CRT values exhibit a more severe circulatory dysfunction. The absence of a hypoperfusion context among septic shock patients with hyperlactatemia is associated with a good outcome. These findings do not support sepsis-3 statement that the new septic shock definition identifies a group of patients with a homogenous high mortality risk [ 1]. On the other hand, they provide the basis for the development of a prospective study aimed at testing a safe restrictive fluid resuscitation strategy in septic shock patients without a hypoperfusion context, while concentrating resuscitation efforts in those with hypoperfusion criteria. The presence of a low ScvO 2 in the setting of persistent hyperlactatemia clearly indicates an imbalance in the oxygen transport/oxygen consumption relationship [ 7, 11]. A high Pcv–aCO 2 might identify patients who remain inadequately resuscitated and constitutes a marker of global perfusion that could aid in identifying a hypoperfusion-related hyperlactatemia [ 12, 13]. Assessment of peripheral perfusion may provide additional physiological information. An abnormal peripheral perfusion may be caused by adrenergic-induced skin vasoconstriction secondary to a low systemic blood flow and should prompt a reassessment of the hemodynamic state, in particular the volume status [ 10, 14]. Under the best of our knowledge, this is the first study that uses the three variables together to define a hypoperfusion context, an aspect that has to be highlighted because of the individual limitations of every isolated parameter. As a matter of fact, ScvO 2 can be normal in the setting of severe microcirculatory abnormalities [ 4, 12], Pcv-aCO 2 might be normal in hyperdynamic states even in the presence of tissue hypoxia [ 13], and peripheral perfusion may be difficult to assess under some circumstances. However, our results show that when the three are normal in hyperlactatemic patients, mortality as well as morbidity is very low, and thus the presence of tissue hypoxia as the cause of hyperlactatemia appear as unlikely in this setting, although of course it cannot be ruled out completely.
Remarkably, lactate values were comparable between subgroups at baseline (mean of 4.7–4.8 mmol/l) at a level where patients would not only have been diagnosed as septic shock according to sepsis-3 criteria [ 1], but also considered for inclusion in the EDGT trial [ 11]. However, adding hypoperfusion-context criteria to clinical assessment might aid in differentiating two clinical patterns with marked different risks as demonstrated by our study. Of course our design does not allow us to establish sensitivity or specificity or predictive value of these criteria to track real hypoxia-related hyperlactatemia, but at least our findings are hypothesis-generating, and might build up the foundations for future trials on septic shock patients that focus resuscitation efforts on selected populations. Anyway, hypoxia is a cellular event that is hardly diagnosed by clinical means. In the past, lactate/pyruvate ratio or more recently, the venous-arterial CO 2 to arterial-venous O 2 content difference ratio have been proposed for this purpose, although both ratios have important theoretical and practical drawbacks [ 3, 8]. Our study has several drawbacks related to its retrospective nature and inclusion of a relatively small number of patients. Several variables exhibited a trend to be worse in the hypoperfusion-related subgroup but were short of significance, thus weakening our conclusions. Additionally, each variable proposed to define a hypoperfusion context has its own limitations. We also did not calculate the lactate/pyruvate or venous-arterial CO 2 to arterial-venous O 2 content difference ratios, closers indicators of tissue hypoxia according to several physiological studies. The parallel decrease in lactate levels in subgroups with versus without a hypoperfusion context could be viewed as contradictory, but when addressing this aspect more profoundly, the rate of decrease in lactate values in presumably hypoperfused patients was slowed by the performance of non-survivors who tended to increase lactate over time as compared to survivors (Additional file 1: Figure S1). This highlights the difficulties in interpreting lactate dynamics in septic shock patients subjected to a nonselective resuscitation strategy, as was also observed in another previous study [ 7]. However, despite these limitations, we could effectively differentiate two clinical patterns among hyperlactatemic septic shock patients when applying a monitoring model that includes three easily assessable perfusion-related parameters.


A mutimodal perfusion monitoring can identify two clinical patterns among hyperlactatemic septic shock patients according to widely used hypoperfusion-related criteria. Patients with hyperlactatemia plus low ScvO 2, or high P(cv-a)CO 2, or high CRT values exhibit a more severe circulatory dysfunction with increased morbidity. This provides a starting point to launch further prospective studies to confirm if this approach can lead to a more rational and selective resuscitation strategy.

Authors’ contributions

LA and GH are guarantors of the entire manuscript; LA, GH, RC, GOT, JLT, and JB designed the study; MV, JD, CH, DG, PT, EK, and SB collected and analyzed all of the data. All of the authors helped in the data interpretation and the manuscript draft. All authors read and approved the final manuscript.

Competing interests

The authors declare that they have no competing interests.

Financial support

The study was financed by an internal grant from the Departamento de Medicina Intensiva, Facultad de Medicina, Pontificia Universidad Católica de Chile.
Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License ( http://​creativecommons.​org/​licenses/​by/​4.​0/​), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
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