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Serial daily lactate levels association with 30-day outcome in cardiogenic shock patients treated with VA-ECMO: a post-hoc analysis of the HYPO-ECMO study

Levy, Bruno; Girerd, Nicolas; Baudry, Guillaume; Duarte, Kevin; Cuau, Samuel; Bakker, Jan; Kimmoun, Antoine; ,
BACKGROUND:Reliable predictors of outcomes in venoarterial extracorporeal membrane oxygenation (VA-ECMO) therapy are limited. While elevated lactate levels over time have been linked to outcomes in cardiogenic shock (CS), their significance in VA-ECMO-treated patients remains inconclusive. METHODS:We conducted a post hoc analysis of data from the HYPO-ECMO trial, which compared normothermia to moderate hypothermia in CS patients supported by VA-ECMO. We examined daily lactate levels collected over a week to assess their correlation with 30-day mortality. RESULTS:Among the 318 out of 334 patients (95%) with baseline lactate measurements, 66 had normal levels (< 2.2 mmol/l, 21%). No difference was found in lactate course between moderate hypothermia and normothermia groups. Lactate levels were consistently higher in non-survivors at each time point (p = 0.0002). Baseline hyperlactatemia was associated with an increased risk of death (Hazard Ratio [HR]: 1.85 (1.12-3.05), p = 0.016). When considering all time points, lactate levels during the ICU stay were significantly and gradually associated with a higher risk of death (p < 0.0001). In the overall population, a decrease in lactate levels was not linked to 30-day mortality. However, patients with baseline hyperlactatemia exhibited a more significant decrease in lactate levels from day one to seven (p < 0.0001). In this group, survivors had a significantly greater decrease in lactate levels at day 1 compared to non-survivors (63% (48-77) versus 57% (21-75), p = 0.026). Patients experiencing a secondary increase in lactate (24%) had a worse prognosis (Hazard Ratio: 1.78 (1.21-2.61), p = 0.004), regardless of both baseline lactate levels and the occurrence of severe ischemic adverse events (intestinal and/or limb ischemia). CONCLUSIONS:The consistent and significant association between lactate levels, whether assessed at baseline or during ICU treatment, and the risk of mortality underscores the pivotal prognostic relevance of lactate levels in patients with CS undergoing VA-ECMO therapy. The study findings provide some novel insights, regarding the trend profile and the relevance of a second peak during the 7 day period after ECMO start. Trial Registration identifier NCT02754193 registered on 2016-04-12.
PMCID:10973308
PMID: 38536534
ISSN: 2110-5820
CID: 5644922

Artificial intelligence and machine learning in critical care research

Tobin, Joshua M; Lusczek, Elizabeth; Bakker, Jan
PMID: 38531749
ISSN: 1557-8615
CID: 5644802

Serum lactate in refractory out-of-hospital cardiac arrest: Post-hoc analysis of the Prague OHCA study

Dusik, Milan; Rob, Daniel; Smalcova, Jana; Havranek, Stepan; Karasek, Jiri; Smid, Ondrej; Brodska, Helena Lahoda; Kavalkova, Petra; Huptych, Michal; Bakker, Jan; Belohlavek, Jan
BACKGROUND:The severity of tissue hypoxia is routinely assessed by serum lactate. We aimed to determine whether early lactate levels predict outcomes in refractory out-of-hospital cardiac arrest (OHCA) treated by conventional and extracorporeal cardiopulmonary resuscitation (ECPR). METHODS:This study is a post-hoc analysis of a randomized Prague OHCA study (NCT01511666) assessing serum lactate levels in refractory OHCA treated by ECPR (the ECPR group) or conventional resuscitation with prehospital achieved return of spontaneous circulation (the ROSC group). Lactate concentrations measured on admission and every 4 hours (h) during the first 24 h were used to determine their relationship with the neurological outcome (the best Cerebral Performance Category score within 180 days post-cardiac arrest). RESULTS:In the ECPR group (92 patients, median age 58.5 years, 83% male) 26% attained a favorable neurological outcome. In the ROSC group (82 patients, median age 55 years, 83% male) 59% achieved a favorable neurological outcome. In ECPR patients lactate concentrations could discriminate favorable outcome patients, but not consistently in the ROSC group. On admission, serum lactate >14.0 mmol/L for ECPR (specificity 87.5%, sensitivity 54.4%) and >10.8 mmol/L for the ROSC group (specificity 83%, sensitivity 41.2%) predicted an unfavorable outcome. CONCLUSION:In refractory OHCA serum lactate concentrations measured anytime during the first 24 h after admission to the hospital were found to correlate with the outcome in patients treated by ECPR but not in patients with prehospital ROSC. A single lactate measurement is not enough for a reliable outcome prediction and cannot be used alone to guide treatment.
PMID: 37574002
ISSN: 1873-1570
CID: 5609272

Correction: Direct assessment of microcirculation in shock: a randomized-controlled multicenter study

Bruno, Raphael Romano; Wollborn, Jakob; Fengler, Karl; Flick, Moritz; Wunder, Christian; Allgäuer, Sebastian; Thiele, Holger; Schemmelmann, Mara; Hornemann, Johanna; Moecke, Helene Mathilde Emilie; Demirtas, Filiz; Palici, Lina; Franz, Marcus; Saugel, Bernd; Kattan, Eduardo; De Backer, Daniel; Bakker, Jan; Hernandez, Glenn; Kelm, Malte; Jung, Christian
PMID: 37505260
ISSN: 1432-1238
CID: 5619932

Direct assessment of microcirculation in shock: a randomized-controlled multicenter study

Bruno, Raphael Romano; Wollborn, Jakob; Fengler, Karl; Flick, Moritz; Wunder, Christian; Allgäuer, Sebastian; Thiele, Holger; Schemmelmann, Mara; Hornemann, Johanna; Moecke, Helene Mathilde Emilie; Demirtas, Filiz; Palici, Lina; Franz, Marcus; Saugel, Bernd; Kattan, Eduardo; De Backer, Daniel; Bakker, Jan; Hernandez, Glenn; Kelm, Malte; Jung, Christian
PURPOSE/OBJECTIVE:Shock is a life-threatening condition characterized by substantial alterations in the microcirculation. This study tests the hypothesis that considering sublingual microcirculatory perfusion variables in the therapeutic management reduces 30-day mortality in patients admitted to the intensive care unit (ICU) with shock. METHODS:This randomized, prospective clinical multicenter trial-recruited patients with an arterial lactate value above two mmol/L, requiring vasopressors despite adequate fluid resuscitation, regardless of the cause of shock. All patients received sequential sublingual measurements using a sidestream-dark field (SDF) video microscope at admission to the intensive care unit (± 4 h) and 24 (± 4) hours later that was performed blindly to the treatment team. Patients were randomized to usual routine or to integrating sublingual microcirculatory perfusion variables in the therapy plan. The primary endpoint was 30-day mortality, secondary endpoints were length of stay on the ICU and the hospital, and 6-months mortality. RESULTS:Overall, we included 141 patients with cardiogenic (n = 77), post cardiac surgery (n = 27), or septic shock (n = 22). 69 patients were randomized to the intervention and 72 to routine care. No serious adverse events (SAEs) occurred. In the interventional group, significantly more patients received an adjustment (increase or decrease) in vasoactive drugs or fluids (66.7% vs. 41.8%, p = 0.009) within the next hour. Microcirculatory values 24 h after admission and 30-day mortality did not differ [crude: 32 (47.1%) patients versus 25 (34.7%), relative risk (RR) 1.39 (0.91-1.97); Cox-regression: hazard ratio (HR) 1.54 (95% confidence interval (CI) 0.90-2.66, p = 0.118)]. CONCLUSION/CONCLUSIONS:Integrating sublingual microcirculatory perfusion variables in the therapy plan resulted in treatment changes that do not improve survival at all.
PMCID:10242221
PMID: 37278760
ISSN: 1432-1238
CID: 5539862

Direct assessment of microcirculation in shock: a randomized-controlled multicenter study

Bruno, Raphael Romano; Wollborn, Jakob; Fengler, Karl; Flick, Moritz; Wunder, Christian; Allgäuer, Sebastian; Thiele, Holger; Schemmelmann, Mara; Hornemann, Johanna; Moecke, Helene Mathilde Emilie; Demirtas, Filiz; Palici, Lina; Franz, Marcus; Saugel, Bernd; Kattan, Eduardo; De Backer, Daniel; Bakker, Jan; Hernandez, Glenn; Kelm, Malte; Jung, Christian
PURPOSE/OBJECTIVE:Shock is a life-threatening condition characterized by substantial alterations in the microcirculation. This study tests the hypothesis that considering sublingual microcirculatory perfusion variables in the therapeutic management reduces 30-day mortality in patients admitted to the intensive care unit (ICU) with shock. METHODS:This randomized, prospective clinical multicenter trial-recruited patients with an arterial lactate value above two mmol/L, requiring vasopressors despite adequate fluid resuscitation, regardless of the cause of shock. All patients received sequential sublingual measurements using a sidestream-dark field (SDF) video microscope at admission to the intensive care unit (± 4 h) and 24 (± 4) hours later that was performed blindly to the treatment team. Patients were randomized to usual routine or to integrating sublingual microcirculatory perfusion variables in the therapy plan. The primary endpoint was 30-day mortality, secondary endpoints were length of stay on the ICU and the hospital, and 6-months mortality. RESULTS:Overall, we included 141 patients with cardiogenic (n = 77), post cardiac surgery (n = 27), or septic shock (n = 22). 69 patients were randomized to the intervention and 72 to routine care. No serious adverse events (SAEs) occurred. In the interventional group, significantly more patients received an adjustment (increase or decrease) in vasoactive drugs or fluids (66.7% vs. 41.8%, p = 0.009) within the next hour. Microcirculatory values 24 h after admission and 30-day mortality did not differ [crude: 32 (47.1%) patients versus 25 (34.7%), relative risk (RR) 1.39 (0.91-1.97); Cox-regression: hazard ratio (HR) 1.54 (95% confidence interval (CI) 0.90-2.66, p = 0.118)]. CONCLUSION/CONCLUSIONS:Integrating sublingual microcirculatory perfusion variables in the therapy plan resulted in treatment changes that do not improve survival at all.
PMCID:10242221
PMID: 37278760
ISSN: 1432-1238
CID: 5540032

Direct assessment of microcirculation in shock: a randomized-controlled multicenter study

Bruno, Raphael Romano; Wollborn, Jakob; Fengler, Karl; Flick, Moritz; Wunder, Christian; Allgäuer, Sebastian; Thiele, Holger; Schemmelmann, Mara; Hornemann, Johanna; Moecke, Helene Mathilde Emilie; Demirtas, Filiz; Palici, Lina; Franz, Marcus; Saugel, Bernd; Kattan, Eduardo; De Backer, Daniel; Bakker, Jan; Hernandez, Glenn; Kelm, Malte; Jung, Christian
PURPOSE/OBJECTIVE:Shock is a life-threatening condition characterized by substantial alterations in the microcirculation. This study tests the hypothesis that considering sublingual microcirculatory perfusion variables in the therapeutic management reduces 30-day mortality in patients admitted to the intensive care unit (ICU) with shock. METHODS:This randomized, prospective clinical multicenter trial-recruited patients with an arterial lactate value above two mmol/L, requiring vasopressors despite adequate fluid resuscitation, regardless of the cause of shock. All patients received sequential sublingual measurements using a sidestream-dark field (SDF) video microscope at admission to the intensive care unit (± 4 h) and 24 (± 4) hours later that was performed blindly to the treatment team. Patients were randomized to usual routine or to integrating sublingual microcirculatory perfusion variables in the therapy plan. The primary endpoint was 30-day mortality, secondary endpoints were length of stay on the ICU and the hospital, and 6-months mortality. RESULTS:Overall, we included 141 patients with cardiogenic (n = 77), post cardiac surgery (n = 27), or septic shock (n = 22). 69 patients were randomized to the intervention and 72 to routine care. No serious adverse events (SAEs) occurred. In the interventional group, significantly more patients received an adjustment (increase or decrease) in vasoactive drugs or fluids (66.7% vs. 41.8%, p = 0.009) within the next hour. Microcirculatory values 24 h after admission and 30-day mortality did not differ [crude: 32 (47.1%) patients versus 25 (34.7%), relative risk (RR) 1.39 (0.91-1.97); Cox-regression: hazard ratio (HR) 1.54 (95% confidence interval (CI) 0.90-2.66, p = 0.118)]. CONCLUSION/CONCLUSIONS:Integrating sublingual microcirculatory perfusion variables in the therapy plan resulted in treatment changes that do not improve survival at all.
PMCID:10242221
PMID: 37278760
ISSN: 1432-1238
CID: 5540692

Improve sleep in critically ill patients: Study protocol for a randomized controlled trial for a multi-component intervention of environment control in the ICU

Alegria, Leyla; Brockmann, Pablo; Repetto, Paula; Leonard, Douglas; Cadiz, Rodrigo; Paredes, Fabio; Rojas, Idalid; Moya, Ana; Oviedo, Vanessa; García, Patricio; Bakker, Jan
INTRODUCTION:In critically ill patients, sleep and circadian rhythms are greatly altered. These disturbances have been associated with adverse consequences, including increased mortality. Factors associated with the ICU environment, such as exposure to inadequate light and noise levels during the day and night or inflexible schedules of daily care activities, have been described as playing an essential role in sleep disturbances. The main objective of this study is to evaluate the impact of the use of a multifaceted environmental control intervention in the ICU on the quantity and quality of sleep, delirium, and post-intensive care neuropsychological impairment in critically ill patients. METHODS:This is a prospective, parallel-group, randomized trial in 56 critically ill patients once they are starting to recover from their acute illness. Patients will be randomized to receive a multifaceted intervention of environmental control in the ICU (dynamic light therapy, auditory masking, and rationalization of ICU nocturnal patient care activities) or standard care. The protocol will be applied from enrollment until ICU discharge. Baseline parameters, light and noise levels, polysomnography and actigraphy, daily oscillation of plasma concentrations of Melatonin and Cortisol, and questionnaires for the qualitative evaluation of sleep, will be assessed during the study. In addition, all patients will undergo standardized follow-up before hospital discharge and at 6 months to evaluate neuropsychological impairment. DISCUSSION:This study is the first randomized clinical trial in critically ill patients to evaluate the effect of a multicomponent, non-pharmacological environmental control intervention on sleep improvement in ICU patients. The results will provide data about the potential synergistic effects of a combined multi-component environmental intervention in ICU on outcomes in the ICU and long term, and the mechanism of action. TRIAL REGISTRATION:ClinicalTrials.gov, NCT. Registered on January 10, 2023. Last updated on 24 Jan 2023.
PMCID:10212109
PMID: 37228142
ISSN: 1932-6203
CID: 5508532

Pathophysiology of fluid administration in critically ill patients

Messina, Antonio; Bakker, Jan; Chew, Michelle; De Backer, Daniel; Hamzaoui, Olfa; Hernandez, Glenn; Myatra, Sheila Nainan; Monnet, Xavier; Ostermann, Marlies; Pinsky, Michael; Teboul, Jean-Louis; Cecconi, Maurizio
Fluid administration is a cornerstone of treatment of critically ill patients. The aim of this review is to reappraise the pathophysiology of fluid therapy, considering the mechanisms related to the interplay of flow and pressure variables, the systemic response to the shock syndrome, the effects of different types of fluids administered and the concept of preload dependency responsiveness. In this context, the relationship between preload, stroke volume (SV) and fluid administration is that the volume infused has to be large enough to increase the driving pressure for venous return, and that the resulting increase in end-diastolic volume produces an increase in SV only if both ventricles are operating on the steep part of the curve. As a consequence, fluids should be given as drugs and, accordingly, the dose and the rate of administration impact on the final outcome. Titrating fluid therapy in terms of overall volume infused but also considering the type of fluid used is a key component of fluid resuscitation. A single, reliable, and feasible physiological or biochemical parameter to define the balance between the changes in SV and oxygen delivery (i.e., coupling "macro" and "micro" circulation) is still not available, making the diagnosis of acute circulatory dysfunction primarily clinical.
PMCID:9633880
PMID: 36329266
ISSN: 2197-425x
CID: 5358792

Cardiac function in critically ill patients with severe COVID: A prospective cross-sectional study in mechanically ventilated patients

Valenzuela, Emilio Daniel; Mercado, Pablo; Pairumani, Ronald; Medel, Juan Nicolás; Petruska, Edward; Ugalde, Diego; Morales, Felipe; Eisen, Daniela; Araya, Carla; Montoya, Jorge; Gonzalez, Alejandra; Rovegno, Maximiliano; Ramirez, Javier; Aguilera, Javiera; Hernández, Glenn; Bruhn, Alejandro; Slama, Michel; Bakker, Jan
PURPOSE/OBJECTIVE:To evaluate cardiac function in mechanically ventilated patients with COVID-19. MATERIALS AND METHODS/METHODS:Prospective, cross-sectional multicenter study in four university-affiliated hospitals in Chile. All consecutive patients with COVID-19 ARDS requiring mechanical ventilation admitted between April and July 2020 were included. We performed systematic transthoracic echocardiography assessing right and left ventricular function within 24 h of intubation. RESULTS:ratio were independent predictors of ICU mortality. CONCLUSIONS:Right ventricular dilation is highly prevalent in mechanically ventilated patients with COVID-19 ARDS. Acute cor pulmonale was associated with reduced pulmonary function and, in only 40% of patients, with co-existing pulmonary embolism. Acute cor pulmonale is an independent risk factor for ICU mortality.
PMCID:9557772
PMID: 36244256
ISSN: 1557-8615
CID: 5360012