scholarly journals Hyperlactatemia and Patient Outcomes After Pediatric Cardiac Surgery

2018 ◽  
Vol 38 (5) ◽  
pp. e1-e6
Author(s):  
Lether Draben

Elevated serum lactate level, or hyperlactatemia, is often associated with alterations in tissue perfusion, increased risk for complications in the postoperative period, and patient mortality. Measuring lactate levels is a relatively simple and noninvasive method of obtaining useful data about an impending clinical deterioration in a seemingly hemodynamically stable patient. This article evaluates the current practice of measuring lactate levels in pediatric patients after cardiac surgery and the association between these levels and patient outcomes. The article addresses periods of increased risk for decreased perfusion, the critical postoperative period, use of lactate measurements in conjunction with a risk scoring system for pre-and postoperative congenital heart disease patients, and the implications of elevated lactate levels in nursing practice.

PEDIATRICS ◽  
1995 ◽  
Vol 96 (5) ◽  
pp. 914-917
Author(s):  
Eva Nozik Grayck ◽  
Jon N. Meliones ◽  
Frank H. Kern ◽  
Doug R. Hansell ◽  
Ross M. Ungerleider ◽  
...  

Objectives. To correlate the initial and maximal lactate levels with the occurrence of intracranial hemorrhage (ICH) and survival in patients treated with extracorporeal life support (ECLS). Design. Retrospective chart review. Setting. Pediatric intensive care unit. Patients. Eighty-two neonatal patients placed on ECLS for respiratory failure due to sepsis, meconium aspiration, or persistent pulmonary hypertension of the newborn. Measurements. The initial lactate level measured within 6 hours of initiating ECLS and the maximal lactate level measured throughout the ECLS course were collected. Lactate levels were described as mean lactate ± SE (mM). Head ultrasound reports and survival were reviewed. Platelet counts and activated clotting times (ACTs) were examined. Results. The mean initial and maximal lactate levels were higher in ECLS patients who developed ICH (initial: 10 ± 1.7 mM vs 6.4 ± 0.8 mM, p = .05 and maximal: 12.4 ± 2.5 mM vs 7.9 ± 0.8 mM, p = .04). Initial and maximal lactate levels were also elevated in nonsurvivors (initial: 11.7 ± 3 mM vs 6.4 ± 0.7 mM, p = .01 and maximal: 14.8 ± 3.3 mM vs 7.8 ± 0.8 mM, P < .01). Platelet counts and ACT did not differ in patients with and without ICH. Conclusions. Lactate is a useful marker for the development of ICH in ECLS patients. In addition, elevated lactates during ECLS identify a subgroup of patients with poor outcome. Prospective studies are needed to determine whether the incorporation of this information into pre-ECLS and ECLS management will decrease the occurrence of ICH and improve survival.


Circulation ◽  
2020 ◽  
Vol 142 (Suppl_3) ◽  
Author(s):  
Koichi Sughimoto ◽  
Jacob Levman ◽  
Fazleem Baig ◽  
Derek Berger ◽  
Yoshihiro Oshima ◽  
...  

Introduction: Despite improvements in management for children after cardiac surgery, a non-negligible proportion of patients suffer from cardiac arrest, having a poor prognosis. Although serum lactate levels are widely accepted markers of hemodynamic instability, measuring lactate requires discrete blood sampling. An alternative method to evaluate hemodynamic stability/instability continuously and non-invasively may assist in improving the standard of patient care. Hypothesis: We hypothesize that blood lactate in PICU patients can be predicted using machine learning applied to arterial waveforms and perioperative characteristics. Methods: Forty-eight children, who underwent heart surgery, were included. Patient characteristics and physiological measurements were acquired and analyzed using specialized software/hardware, including heart rate, lactate level, arterial waveform sharpness, and area under the curve. Predicting a patient’s blood lactate levels was accomplished using regression-based supervised learning algorithms, including regression decision trees, tuned decision trees, random forest regressor, tuned random forest, AdaBoost regressor, and hypertuned AdaBoost. All algorithms were compared with hold-out cross validation. Two approaches were considered: basing prediction on the currently acquired physiological measurements along with those acquired at admission, as well as adding the most recent lactate measurement and the time since that measurement as prediction parameters. The second approach supports updating the learning system’s predictive capacity whenever a patient has a new ground truth blood lactate reading acquired. Results: In both approaches, the best performing machine learning method was the tuned random forest, which yielded a mean absolute error of 5.60 mg/dL in the first approach, and 4.62 mg/dL when predicting blood lactate with updated ground truth. Conclusions: In conclusion, the tuned random forest is capable of predicting the level of serum lactate by analyzing perioperative variables, including the arterial pressure waveform. Machine learning can predict the patient’s hemodynamics non-invasively, continuously, and with accuracy that may demonstrate clinical utility.


2015 ◽  
Vol 26 (1) ◽  
pp. 35-42
Author(s):  
Lisa M. Soltis

Health care reform continues to focus on improving patient outcomes while reducing costs. Clinical nurse specialists (CNSs) should facilitate this process to ensure that best practice standards are used and patient safety is enhanced. One example of ensuring best practices and patient safety is early extubation after open heart surgery, which is a critical component of fast track protocols that reduces may reduce the development of pulmonary complications in the postoperative period while decreasing overall length of stay in the hospital. This project was an interdisciplinary endeavor, led by the CNS and nurse manager, which combined early extubation protocols with enhanced rounding initiatives to help decrease overall length of ventilation time as well as reduce pulmonary complications in patients in the cardiac surgery intensive care unit. The project resulted in a significant decrease in length of stay and a decrease in pulmonary complications in the postoperative period.


2020 ◽  
Vol 7 (3) ◽  
pp. 67-72
Author(s):  
• Dr. Milind Pol ◽  
Dr. Kajalkumari Jain ◽  
Dr. Sunil Natha Mhaske

Objective:  To compare the effects of early and late use of milrinone in children upto 1  year undergoing complex cardiac surgery. Study design:- prospective randomized study. Methods: A prospective study involved 30 children undergoing congenital corrective cardiac surgery,classified randomly into two groups. Group A: Milrinone infusion  was started without loading dose at  0.5mcg/kg/min at the beginning of CPB and continued postoperatively (0.5-0.75 mcg/kg/min) in the paediatric cardiac surgical ICU . Group B: Milrinone was started as a loading dose of 50mcg/kg over 10 min after aortic declamping and continued as infusion  postoperatively at 0.5-0.75 mcg/kg/min  in the pediatric cardiac surgical ICU.Data were collected at baseline, 1st ,6th  and  12th   postoperative hours in the ICU. Results: The inotropic supports and mechanical supports were needed more in group B than group A. The comparison of heart rate, CVP were insignificant between the two groups (P>0.05). The mean arterial blood pressure through the first 6 hours postoperatively was higher in group A than group B (P<0.05), but became insignificant through other timepoints. The urine output and central venous oxygen saturation were higher in group A than group B (P<0.05).The serum lactate levels were significantly higher in group B more than group A (P<0.05). Conclusion:Early use of milrinone, lead to easy weaning from Cardiopulmonary bypass, decreased requirement of pharmacological and mechanical support and decreased incidence of low cardiac output syndrome after pediatric cardiac surgery and there was no complications related to milrinone in our study patients.


2018 ◽  
Vol 1 (1) ◽  
Author(s):  
Xiaowei Ojanen ◽  
Moritz Schumann ◽  
Shenglong Le ◽  
Yuan Zhang ◽  
Tao Huang ◽  
...  

Objective Lactic acidosis is typically caused by an imbalance in lactic metabolism. This may be attributed to several reasons and is usually a result of complex interactions. There may be an increased risk for lactic acidosis in type 2 diabetes mellitus (T2D) patients when metformin treatment and physical exercise are combined since both metformin and exercise acutely affect lactic metabolism. As timing of exercise following metformin ingestion may determine the magnitude of long-term metabolic adaptations, this study aimed to test the acute effects of exercise performed at different times following metformin ingestion on lactic metabolism in T2D patients with a randomized crossover time series study design. Methods Participants were recruited from two clinical health-care centers in China using a two-step screening procedure. First, approximately 2 523 patients with T2D were screened from the local diabetes database and clinical outpatient registration with inclusion criteria being men and women (30–65 years old) diagnosed with T2D no more than 5 years ago and treated with metformin (maximal daily dose of 2000 mg). Out of 100 potential participants who met the inclusion criteria, 56 were interested and invited to a laboratory visit. Finally, 34 patients participated in the study and of those, 26 patients (14 women and 12 men, mean age = 53.8 ± 8.6 years) completed all testing procedures. All patients visited the laboratory on 4 occasions, each separated by at least 48 hours. Initially a control visit was performed and consisted of metformin administration only (Metf) and a maximal incremental cycle ergometer test in the afternoon. Thereafter, all participants performed a high-intensity interval training session (HIIT, 3 minutes at 40% followed by 1 minute of 85% of maximum power output) 30 minutes (EX30), 60 minutes (EX60), and 90 minutes (EX90) post breakfast and metformin administration, respectively, in a randomized order. Serum lactate and glucose concentrations were assessed enzymatically, while insulin was assessed by an electrochemiluminescence immunoassay and superoxide dismutase (SOD) activity was determined by spectrophotometry. Measurements were performed before breakfast as well as both before and immediately after each exercise bout. In addition, capillary blood glucose concentrations were measured immediately after sampling using Omron AS1 glucose test strips (HGM-114) and lactate concentrations were assessed by ARKRAY Lactate Pro 2 test strips throughout each measurement day. Dietary intake was standardized on the evening prior to each laboratory day as well as between 8:00 a.m. and 4:00 p.m. during each testing day. This trial is registered with ChiCTR-IOR-16008469 on 13th of May 2016. Results During all three-exercise sessions, the capillary lactate concentrations were significantly increased to a similar extent. However, sixty minutes following metformin administration, serum lactate levels began to accumulate to the highest level, where 30% of patients showed lactate concentrations above resting values (≥2 mmol·L-1). The increased lactate concentrations were statistically associated with increased glucose when exercise was performed 60 minutes post metformin administration (r=0.384, p=0.048). Furthermore, in EX60 and EX90 lactate concentrations were 19% and 8% higher, respectively, compared to EX30. In addition, we found that after exercise but not before exercise, the lactate level was positively correlated with SOD (EX30 r=0.478 and p=0.012, EX60 r=0.562 and p=0.002, EX90 r=0.562 and p=0.003, respectively). Conclusions We found that the changes of lactate concentrations were related to the timing of exercise post meal and after metformin ingestion. Thus, timing of exercise appears to be an important factor to be considered when prescribing exercise for T2D patients treated with metformin. In the present study, the optimal timing of HIIT exercise was 30 minutes after metformin administration, which was indicated by a minimized fluctuation of both glucose and lactate levels in T2D patients. Our results also suggest that lactic metabolism and oxidative stress could be among the main underlying molecular mechanisms that elucidate the combinational therapy of exercise and metformin treatment on T2D. Since both acute exercise and metformin may induce opposite effects on ATP production and reactive oxygen species formation, it is important to conduct further studies in an attempt to define the “safe time” for exercise after metformin administration.


Kidney360 ◽  
2020 ◽  
pp. 10.34067/KID.0000842019
Author(s):  
Scott E. Rudkin ◽  
Tristan R. Grogan ◽  
Richard M. Treger

Background: The ratio of delta anion gap and delta bicarbonate (ΔAG/ΔHCO3) is used to detect co-existing acid-base disorders in patients with high anion gap metabolic acidosis. Classic teaching holds that in lactic acidosis, the ΔAG/ΔHCO3 is 1:1 within the first few hours of onset and subsequently rises to 1.8:1. However, this classic 1:1 stoichiometry in early lactic acidosis was derived primarily from animal models and only limited human data. The objective of this study was to examine the ΔAG/ΔHCO3 within the first hours of the development of lactic acidosis. Methods: Data were obtained prospectively from a convenience sample of adult trauma designated patients at a single level 1 trauma center. Venous samples, including a chemistry panel and serum lactate, were drawn prior to initiation of intravenous fluid resuscitation. Results: 108 patients were included. 63 patients had normal serum lactate levels (≤2.1 mmol/L) with a mean AG of 7.1 mEq/L, the value used to calculate subsequent ΔAG values. ΔAG/ΔHCO3 was calculated for 45 patients who had elevated serum lactate levels (>2.1 mmol/L). The mean ΔAG/ΔHCO3 for all patients with elevated serum lactate levels was 1.86 (SD 1.40). Conclusions: The mean ΔAG/ΔHCO3 was 1.86 within the first hours of the development of lactic acidosis due to hypovolemic shock, confirming a small prior human study. This contradicts the traditional belief that in lactic acidosis the ΔAG/ΔHCO3 is 1:1 within the first several hours. The classic 1:1 stoichiometry is based on animal models in which lactic acid is infused into the extracellular space, facilitating extracellular buffering of protons by bicarbonate. In contrast, our results demonstrate a higher initial ΔAG/ΔHCO3 ratio in early endogenous lactic acidosis in humans. Our analysis indicates that this is likely due to unmeasured anions contributing to an elevation in AG.


Author(s):  
Viresh S. Swami ◽  
Lalitha A. V. ◽  
Santu Ghosh ◽  
Mounika Reddy

AbstractThere is a paucity of literature on the prevalence, predictors, prognostic markers, and outcomes of sepsis-induced myocardial dysfunction (SMD) in pediatric septic shock. The objectives of our study were to estimate the prevalence of SMD in pediatric septic shock by point-of-care functional echocardiography (POCFE) and to study the association of SMD with severity of illness, organ dysfunctions, and outcomes. This prospective, observational study was conducted over a period of 1 year (from July 2018 to July 2019) in a 12-bed, tertiary pediatric intensive care unit (PICU) of an academic and referral hospital in South India. Children presenting with septic shock were enrolled in the study. POCFE was done within 6 hours of PICU admission and patients were categorized as having SMD based on POCFE findings. The prevalence of SMD (left ventricle ± right ventricle) was 32% (32/100). More than half of the children (54.5%) died in SMD group, whereas only 7.5% died in non-SMD group (p < 0.001). SMD was associated with higher organ dysfunctions, worse patient outcomes, and was found to be an independent predictor of mortality. The median lactate levels were higher in SMD group (3.15 [2.7, 5] vs. 2 [1.3, 2.7], p < 0.001) as compared with non-SMD group. We observed significantly lower median lactate clearance at 6 hours in SMD than non-SMD (30.0% [−14.44, 44.22] vs. 59.8% [45.83, 71.43], p < 0.001). Lactate levels at 6 hours with a threshold of 2.4 mmol/L was a good predictor of SMD with sensitivity and specificity of 73 and 80%, respectively. SMD is not an uncommon entity in children with septic shock. SMD was associated with worse patient outcomes, organ dysfunction, and mortality. Serum lactate trends may predict SMD and can be used as prognosticate markers as well.


QJM ◽  
2021 ◽  
Vol 114 (Supplement_1) ◽  
Author(s):  
Yasser Abd El Rehim Hassan ◽  
Ihab Abd Al Aziz El Shafi'I ◽  
Khaled Mohamed Abd Al Salam Al Asmar ◽  
Mohamed Hisham Ahmed ◽  
Ahmed Abd El Rahman Mousa Abd El Aziz

Abstract Background Its quite well know that high levels of serum lactic acid correlates with poor general condition and poor surgical outcome. Postoperative elevated serum lactate during the first 24h is associated with morbidity and even mortality in patients undergoing elective abdominal surgeries. In this study we need to compare the effect of fluctuation in serum lactate levels pre and postoperative on particularly instestinal anastmosis healing between elective vs emergency patients. Objective This study is designed to identify if high pre-operative lactate levels and post-operative lactate clearance are correlated with high risk of intestinal anatstmotic leakage in pediatrics. Patients and Methods This study was prospective observational study; conducted at Ain Shams University Hospital, Pediatrics surgery department and approved by the Ethical Research Committee at our hospital. We enrolled all patients (aged ≤ 14 years old) who were candidates for intestinal surgical anastomoses either elective or emergency. The patients included in our study were admitted post-operative at our department either in the intermediate or intensive care units accordingly. All patients with medical history of chronic kidney disease, liver failure, ICU admission or major surgery within the month prior to our study were excluded from our study. Results We enrolled 26 patients in our study who underwent intestinal anastomosis at our Pediatrics Surgery Department during the past six months. We had 7 female patients (26.9%) and 19 male patients (73.1%). The youngest was two-day old and the oldest was 14 years old. We had leakage incidence 38.5% of the studied patients. The cut-off lactate level for incidence of leakage is &gt; 1.2 mmol/L for the 0h (Baseline reading), &gt;2 mmol/L for the 6h, &gt;1.4mmol/L for the 12h, &gt;1.1mmol/L for the 18h, &gt;1.3mmol/L for the 24h. The highest sensitivity and specificity are for the reading at 24h that had the highest sum of both sensitivity(90%) and specificity (93.3%) and area under curve (AUC) 0.860. All patients with elevated lactate &gt; 1.4 mmol/L at 12 h had leakage (100% sensitivity) but with only 66.7% specificity. Conclusion This study shows that lactate levels during the first 24 hours postoperatively have a predictive value for postoperative intestinal anastomotic leakage after a laparotomy surgery. Serum lactate levels obtained 24 hours postoperatively had the best predictive value to discriminate between patients with and without anastomotic leakage. Although not explanatory by its design, our study demonstrates that elevated postoperative lactate is an ominous sign that should to be addressed by the intensivist. However, further studies are required to indicate which strategies aimed at resolving hyperlactatemia improve postoperative outcomes.


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