1
|
Zhou XF, Chen H, Ke J, Lin SR, Huang TF, Chen BY, Jiang XD, Chen F. Lactate and CO 2-derived parameters are not predictive factors of major postoperative complications after cardiac surgery with cardiopulmonary bypass: a diagnostic accuracy study. Front Cardiovasc Med 2025; 12:1504431. [PMID: 40290193 PMCID: PMC12022843 DOI: 10.3389/fcvm.2025.1504431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Accepted: 03/25/2025] [Indexed: 04/30/2025] Open
Abstract
Purpose This study aimed to compare the performance of lactate and CO2-derived parameters in predicting major postoperative complications (MPC) after cardiac surgery with cardiopulmonary bypass. Methods Lactate and CO2-derived parameters, including the venous-arterial difference in CO2 partial pressure (Pv-aCO2), the venous-arterial difference in CO2 partial pressure to arterial-venous O2 content ratio (Pv-aCO2/Ca-vO2), and the venous-arterial difference in CO2 content to arterial-venous O2 content ratio (Cv-aCO2/Ca-vO2) at ICU admission, 3 h, 6 h, and 12 h later were collected. Receiver-operating characteristics (ROC) curve analysis was carried out to assess the predictive performance. Univariate and multivariate logistic regression analyses were performed to identify independent predictors of MPC. Results MPC occurred in 77 (54.2%) of 142 patients. No significant difference was observed between the MPC and no-MPC groups regarding lactate and CO2-derived parameters. The area under the curves (AUCs) were 0.532 (0.446-0.616) for lactate, 0.559 (0.473-0.642) for Pv-aCO2, 0.617 (0.532-0.697) for Pv-aCO2/Ca-vO2, and 0.625 (0.540-0.705) for Cv-aCO2/Ca-vO2, respectively, and there was no significant difference between the parameters. In the post-hoc analysis, all parameters' AUCs were lower than 0.75 in predicting acute renal failure, and there was no significant difference between these parameters. Cv-aCO2/Ca-vO2 at 12 h yielded the highest AUC of 0.853 (0.784-0.907) in predicting mortality and the highest AUC of 0.808 (0.733-0.869) in predicting delirium. In multivariate analysis, hypertension, surgery duration, and PaO2/FiO2 were identified as independent predictors of MPC, while lactate and CO2-derived parameters lost statistical significance after adjustment for covariates. Conclusions Lactate and CO2-derived parameters cannot be used as reliable indicators to predict the occurrence of MPC after cardiopulmonary bypass. Instead, traditional clinical factors such as hypertension, extended surgical duration, and impaired oxygenation emerged as the most reliable risk indicators.
Collapse
Affiliation(s)
- Xiao-Fen Zhou
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China
- The Fourth Department of Critical Care Medicine, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China
- Fujian Provincial Key Laboratory of Emergency Medicine, Fuzhou, Fujian, China
- Fujian Emergency Medical Center, Fuzhou, Fujian, China
| | - Han Chen
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China
- The Fourth Department of Critical Care Medicine, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China
| | - Jun Ke
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China
- Fujian Provincial Key Laboratory of Emergency Medicine, Fuzhou, Fujian, China
- Fujian Emergency Medical Center, Fuzhou, Fujian, China
- Department of Emergency, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China
| | - Shi-Rong Lin
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China
- Fujian Provincial Key Laboratory of Emergency Medicine, Fuzhou, Fujian, China
- Fujian Emergency Medical Center, Fuzhou, Fujian, China
- Department of Emergency, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China
| | - Ting-Feng Huang
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China
- The Fourth Department of Critical Care Medicine, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China
| | - Bing-Ying Chen
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China
- The Fourth Department of Critical Care Medicine, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China
| | - Xin-Da Jiang
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China
- The Fourth Department of Critical Care Medicine, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China
| | - Feng Chen
- Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China
- Fujian Provincial Key Laboratory of Emergency Medicine, Fuzhou, Fujian, China
- Fujian Emergency Medical Center, Fuzhou, Fujian, China
- Department of Emergency, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China
| |
Collapse
|
2
|
Loomba RS, Farias JS, Savorgnan F, Acosta S, Flores S, Villarreal EG. Veno-Arterial Partial Pressure of Carbon Dioxide Difference as a Metric of Systemic Oxygen Delivery: Insights from a Correlative Meta-Analysis. J Pediatr Intensive Care 2024; 13:372-378. [PMID: 39629341 PMCID: PMC11584265 DOI: 10.1055/s-0042-1743501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 01/26/2022] [Indexed: 10/19/2022] Open
Abstract
The assessment of cardiac output and adequacy of systemic oxygen delivery in children after cardiac surgery require the use of an aggregate of hemodynamic monitors and blood tests. There are previously published data regarding the utility of the veno-arterial partial pressure of carbon dioxide difference (AVDco2) to help with this. This study pooled data on the correlation of AVDco2 with other metrics of cardiac output and systemic oxygen delivery such as arteriovenous oxygen saturation difference, venous saturation, and serum lactate. A systematic review of the literature was done to identify studies analyzing the correlation of AVDco2 with other hemodynamic and laboratory values. Data were extracted, and correlation coefficients were pooled for each specific comparison to create a point estimate for the overall correlation. A total of four studies with 350 patients and 809 paired blood gases were pooled. Adequate data were available to assess the correlation of AVDco2 with arteriovenous oxygen saturation difference, venous saturation, and serum lactate. There was a significant, moderate correlation with arteriovenous oxygen saturation difference and venous saturation. A significant, weak correlation with serum lactate was found. The AVDco2 has significant, moderate correlations with other metrics of the adequacy of systemic oxygen delivery such as arteriovenous oxygen saturation difference and venous saturation. There was a significant but only weak correlation with serum lactate. AVDco2 may be complementary to assess the adequacy of cardiac output and systemic oxygen delivery.
Collapse
Affiliation(s)
- Rohit S. Loomba
- Division of Cardiology, Advocate Children's Hospital, Chicago, Illinois, United States
- Department of Pediatrics, Chicago Medical School/Rosalind Franklin University of Medicine and Science, Chicago, Illinois, United States
| | - Juan S. Farias
- Section of Critical Care Medicine and Cardiology, Texas Children's Hospital, Houston, Texas, United States
| | - Fabio Savorgnan
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas, United States
- Tecnologico de Monterrey, School of Medicine and Health Sciences, Monterrey, Nuevo Leon, Mexico
| | - Sebastian Acosta
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas, United States
- Tecnologico de Monterrey, School of Medicine and Health Sciences, Monterrey, Nuevo Leon, Mexico
| | - Saul Flores
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas, United States
- Tecnologico de Monterrey, School of Medicine and Health Sciences, Monterrey, Nuevo Leon, Mexico
| | - Enrique G. Villarreal
- Section of Critical Care Medicine and Cardiology, Texas Children's Hospital, Houston, Texas, United States
| |
Collapse
|
3
|
Cousin VL, Joye R, Wacker J, Beghetti M, Polito A. Use of CO 2-Derived Variables in Cardiac Intensive Care Unit: Pathophysiology and Clinical Implications. J Cardiovasc Dev Dis 2023; 10:jcdd10050208. [PMID: 37233175 DOI: 10.3390/jcdd10050208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 04/28/2023] [Accepted: 05/09/2023] [Indexed: 05/27/2023] Open
Abstract
Shock is a life-threatening condition, and its timely recognition is essential for adequate management. Pediatric patients with congenital heart disease admitted to a cardiac intensive care unit (CICU) after surgical corrections are particularly at risk of low cardiac output syndrome (LCOS) and shock. Blood lactate levels and venous oxygen saturation (ScVO2) are usually used as shock biomarkers to monitor the efficacy of resuscitation efforts, but they are plagued by some limitations. Carbon dioxide (CO2)-derived parameters, namely veno-arterial CO2 difference (ΔCCO2) and the VCO2/VO2 ratio, may represent a potentially valuable addition as sensitive biomarkers to assess tissue perfusion and cellular oxygenation and may represent a valuable addition in shock monitoring. These variables have been mostly studied in the adult population, with a strong association between ΔCCO2 or VCO2/VO2 ratio and mortality. In children, particularly in CICU, few studies looked at these parameters, while they reported promising results on the use of CO2-derived indices for patients' management after cardiac surgeries. This review focuses on the physiological and pathophysiological determinants of ΔCCO2 and VCO2/VO2 ratio while summarizing the actual state of knowledge on the use of CO2-derived indices as hemodynamical markers in CICU.
Collapse
Affiliation(s)
- Vladimir L Cousin
- Réanimation Pédiatrique, Women, Child and Adolescent Department, Geneva University Hospital, 1205 Geneva, Switzerland
| | - Raphael Joye
- Pediatric Cardiology Unit, Women, Child and Adolescent Department, Geneva University Hospital, 1205 Geneva, Switzerland
| | - Julie Wacker
- Pediatric Cardiology Unit, Women, Child and Adolescent Department, Geneva University Hospital, 1205 Geneva, Switzerland
| | - Maurice Beghetti
- Pediatric Cardiology Unit, Women, Child and Adolescent Department, Geneva University Hospital, 1205 Geneva, Switzerland
| | - Angelo Polito
- Réanimation Pédiatrique, Women, Child and Adolescent Department, Geneva University Hospital, 1205 Geneva, Switzerland
| |
Collapse
|
4
|
Karlsson J, Lönnqvist PA. Capnodynamics - noninvasive cardiac output and mixed venous oxygen saturation monitoring in children. Front Pediatr 2023; 11:1111270. [PMID: 36816378 PMCID: PMC9936087 DOI: 10.3389/fped.2023.1111270] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 01/17/2023] [Indexed: 02/05/2023] Open
Abstract
Hemodynamic monitoring in children is challenging for many reasons. Technical limitations in combination with insufficient validation against reference methods, makes reliable monitoring systems difficult to establish. Since recent studies have highlighted perioperative cardiovascular stability as an important factor for patient outcome in pediatrics, the need for accurate hemodynamic monitoring methods in children is obvious. The development of mathematical processing of fast response mainstream capnography signals, has allowed for the development of capnodynamic hemodynamic monitoring. By inducing small changes in ventilation in intubated and mechanically ventilated patients, fluctuations in alveolar carbon dioxide are created. The subsequent changes in carbon dioxide elimination can be used to calculate the blood flow participating in gas exchange, i.e., effective pulmonary blood flow which equals the non-shunted pulmonary blood flow. Cardiac output can then be estimated and continuously monitored in a breath-by-breath fashion without the need for additional equipment, training, or calibration. In addition, the method allows for mixed venous oxygen saturation (SvO2) monitoring, without pulmonary artery catheterization. The current review will discuss the capnodyamic method and its application and limitation as well as future potential development and functions in pediatric patients.
Collapse
Affiliation(s)
- Jacob Karlsson
- Dept of Physiology & Pharmacology, Section of Anaesthesiology and Intensive Care, Karolinska University Hospital, Stockholm, Sweden.,Paediatric Perioperative Medicine & Intensive Care, Karolinska University Hospital, Stockholm, Sweden
| | - Per-Arne Lönnqvist
- Dept of Physiology & Pharmacology, Section of Anaesthesiology and Intensive Care, Karolinska University Hospital, Stockholm, Sweden.,Paediatric Perioperative Medicine & Intensive Care, Karolinska University Hospital, Stockholm, Sweden
| |
Collapse
|