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Lim C, Chung YH, Ahn CM, Cho S, Yang JH, Kang TS, Lee SH, Lee YJ, Lee SJ, Hong SJ, Kim JS, Kim BK, Ko YG, Choi D, Gwon HC, Hong MK, Jang Y. Continuous Renal Replacement Therapy and Extracorporeal Membrane Oxygenation in Patients with Cardiogenic Shock: Results from the Rescue Registry. J Clin Med 2025; 14:1498. [PMID: 40094957 PMCID: PMC11900090 DOI: 10.3390/jcm14051498] [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: 01/23/2025] [Revised: 02/14/2025] [Accepted: 02/21/2025] [Indexed: 03/19/2025] Open
Abstract
Background: Cardiogenic shock (CS) frequently leads to multiorgan failure, often necessitating continuous renal replacement therapy (CRRT) or extracorporeal membrane oxygenation (ECMO). We evaluated the association between CRRT, ECMO, and its prognostic implication in patients with CS. Methods: A total of 1247 patients with CS were enrolled from the RESCUE (Retrospective and Prospective Observational Study to Investigate Clinical Outcomes and Efficacy of Left Ventricular Assist Device for Korean Patients with Cardiogenic Shock) registry between January 2014 and December 2018. The primary outcomes, including the 72 h and 30-day all-cause mortality rates, were analyzed in relation to the use of ECMO and CRRT among CS patients. Results: Among 751 non-ECMO patients, 90 (12%) underwent CRRT, while among 496 ECMO patients, 195 (39.3%) underwent CRRT. Overall, CRRT was associated with higher 30-day mortality. However, among ECMO patients, CRRT was linked to lower 72 h mortality (19.6% versus 12.3%; p = 0.045). Multivariate analysis showed that CRRT reduced 72 h mortality in ECMO patients (hazard ratio: 0.44; 95% confidence interval: 0.21-0.91; p = 0.027). Independent predictors for CRRT included an estimated GFR < 44 mL/min/1.73 m2, mechanical ventilation, ECMO use, IABP use, and increased lactate. Conclusions: CS patients receiving CRRT had higher 30-day mortality. Nonetheless, CRRT administration was more common in ECMO patients, potentially improving early in-hospital clinical outcomes.
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Affiliation(s)
- Chewan Lim
- Division of Cardiology, Department of Internal Medicine, International St. Mary’s Hospital, Catholic Kwandong University College of Medicine, Incheon 22711, Republic of Korea;
| | - Young Hak Chung
- Division of Cardiovascular Medicine, Department of Internal Medicine, Dankook University Hospital, Dankook University College of Medicine, Cheonan 31116, Republic of Korea; (Y.H.C.)
| | - Chul-Min Ahn
- Division of Cardiology, Department of Internal Medicine, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.-H.L.)
| | - Sungsoo Cho
- Division of Cardiology, Department of Internal Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 03722, Republic of Korea
| | - Jeong Hoon Yang
- Division of Cardiology, Department of Internal Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
| | - Tae Soo Kang
- Division of Cardiovascular Medicine, Department of Internal Medicine, Dankook University Hospital, Dankook University College of Medicine, Cheonan 31116, Republic of Korea; (Y.H.C.)
| | - Sang-Hyup Lee
- Division of Cardiology, Department of Internal Medicine, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.-H.L.)
| | - Yong-Joon Lee
- Division of Cardiology, Department of Internal Medicine, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.-H.L.)
| | - Seung-Jun Lee
- Division of Cardiology, Department of Internal Medicine, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.-H.L.)
| | - Sung-Jin Hong
- Division of Cardiology, Department of Internal Medicine, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.-H.L.)
| | - Jung-Sun Kim
- Division of Cardiology, Department of Internal Medicine, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.-H.L.)
| | - Byeong-Keuk Kim
- Division of Cardiology, Department of Internal Medicine, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.-H.L.)
| | - Young-Guk Ko
- Division of Cardiology, Department of Internal Medicine, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.-H.L.)
| | - Donghoon Choi
- Division of Cardiology, Department of Internal Medicine, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.-H.L.)
| | - Hyeon-Cheol Gwon
- Division of Cardiology, Department of Internal Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
| | - Myeong-Ki Hong
- Division of Cardiology, Department of Internal Medicine, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Seoul 03722, Republic of Korea; (S.-H.L.)
| | - Yangsoo Jang
- Department of Cardiology, CHA Bundang Medical Center, CHA University, Seongnam 13496, Republic of Korea
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Galusko V, Wenzl FA, Vandenbriele C, Panoulas V, Lüscher TF, Gorog DA. Current and novel biomarkers in cardiogenic shock. Eur J Heart Fail 2025. [PMID: 39822053 DOI: 10.1002/ejhf.3531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 10/11/2024] [Accepted: 10/29/2024] [Indexed: 01/19/2025] Open
Abstract
Cardiogenic shock (CS) carries a 30-50% in-hospital mortality rate, with little improvement in outcomes in the last decade. Challenges in improving outcomes are closely linked to the frequent late presentation or diagnosis of CS where the 'point of no return' has often passed, leading to haemodynamic dysregulation, progressive myocardial depression, hypotension, and a downward spiral of hypoperfusion, organ dysfunction and decreasing myocardial function, driven by inflammation and metabolic derangements. Novel therapeutic interventions may have varying efficacy depending on the type and stage of shock in which they are applied. Biomarkers that aid prediction and early detection of CS, provide early signs of organ dysfunction and define prognosis could help optimize management. Temporal change in such biomarkers, particularly in response to pharmacological interventions and/or mechanical circulatory support, can guide management and predict outcome. Several novel biomarkers enhance the prediction of mortality in CS, compared to conventional parameters such as lactate, with some, such as adrenomedullin and circulating dipeptidyl peptidase 3, also able to predict the development of CS. Some biomarkers reflect systemic inflammation (e.g. interleukin-6, angiopoietin 2, fibroblast growth factor 23 and suppressor of tumorigenicity 2) and are not specific to CS, yet inform on the activation of important pathways involved in the downward shock spiral. Other biomarkers signal end-organ hypoperfusion and could guide targeted interventions, while some may serve as novel therapeutic targets. We critically review current and novel biomarkers that guide prediction, detection, and prognostication in CS. Future use of biomarkers may help improve management in these high-risk patients.
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Affiliation(s)
- Victor Galusko
- Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London, UK
| | - Florian A Wenzl
- Centre for Molecular Cardiology, University of Zurich, Schlieren, Switzerland
- National Disease Registration and Analysis Service, NHS, London, UK
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
- Department of Clinical Sciences, Karolinska Institutet, Stockholm, Sweden
| | - Christophe Vandenbriele
- Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London, UK
- Heart Center, OLV Hospital, Aalst, Belgium
| | - Vasileios Panoulas
- Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London, UK
- Faculty of Medicine, National Heart and Lung Institute, Imperial College, London, UK
| | - Thomas F Lüscher
- Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London, UK
- Centre for Molecular Cardiology, University of Zurich, Schlieren, Switzerland
- Faculty of Medicine, National Heart and Lung Institute, Imperial College, London, UK
- School of Cardiovascular Medicine and Sciences, Kings College London, London, UK
| | - Diana A Gorog
- Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London, UK
- School of Cardiovascular Medicine and Sciences, Kings College London, London, UK
- School of Life and Medical Sciences, Postgraduate Medical School, University of Hertfordshire, Hertfordshire, UK
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3
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Markart S, Hermann A, Chiari F, Heinz G, Speidl WS, Lenz M, Hengstenberg C, Schellongowski P, Staudinger T, Zilberszac R. Urinary Output as a Predictor of Mortality in Cardiogenic Shock: An Explorative Retrospective Analysis. J Clin Med 2024; 13:7706. [PMID: 39768629 PMCID: PMC11677915 DOI: 10.3390/jcm13247706] [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: 11/19/2024] [Revised: 12/10/2024] [Accepted: 12/14/2024] [Indexed: 01/11/2025] Open
Abstract
Background/Objectives: Cardiogenic shock (CS) remains a critical condition with high mortality rates despite advances in treatment. This study aimed to evaluate the prognostic significance of urinary output at various time intervals during CS and its effectiveness as a predictor of 30-day mortality, particularly in comparison to the Simplified Acute Physiology Score 3 (SAPS 3). Methods: We conducted a retrospective analysis of 96 patients diagnosed with CS, assessing urinary output at different intervals (0-6 h, 6-12 h, 12-24 h, and 0-24 h) as potential predictors of 30-day mortality. SAPS 3 was calculated for all patients, and its predictive value was compared to that of urinary output using both univariate and multivariate analyses. Additional analyses included ROC curve assessment and Kaplan-Meier survival analysis. Results: Urinary output at 6-12 h was significantly associated with 30-day mortality in univariate analysis. Area under the receiver operating characteristic curves (AUROCs) for urinary output at 0-6 h, 6-12 h, and 12-24 h was 0.61 (p = 0.07), 0.63 (p = 0.04), and 0.61 (p = 0.08), respectively. These AUROCs did not differ significantly between the three urinary output parameters. Regarding the cumulative urinary output of 0-24 h, the most pronounced impact was observed in patients producing less than 0.5 mL/kg/h. In multivariate analysis, when combined with SAPS 3, the predictive power of urinary output diminished. SAPS 3 alone demonstrated significant predictive value with an AUROC of 0.77 (p < 0.001). Conclusions: While early urinary output is a valuable predictor of 30-day mortality in patients with CS, its prognostic strength is limited when considered alongside comprehensive risk assessments like SAPS 3. These findings suggest that a multifaceted approach, incorporating both early and comprehensive indicators, is essential for accurately predicting outcomes in CS patients.
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Affiliation(s)
- Sebastian Markart
- Department of Cardiology, Medical University of Vienna, 1090 Vienna, Austria (G.H.); (W.S.S.); (M.L.); (C.H.)
| | - Alexander Hermann
- Department of Internal Medicine I, Medical University of Vienna, 1090 Vienna, Austria; (A.H.); (P.S.); (T.S.)
| | - Florian Chiari
- Department of Cardiology, Medical University of Vienna, 1090 Vienna, Austria (G.H.); (W.S.S.); (M.L.); (C.H.)
| | - Gottfried Heinz
- Department of Cardiology, Medical University of Vienna, 1090 Vienna, Austria (G.H.); (W.S.S.); (M.L.); (C.H.)
| | - Walter S. Speidl
- Department of Cardiology, Medical University of Vienna, 1090 Vienna, Austria (G.H.); (W.S.S.); (M.L.); (C.H.)
| | - Max Lenz
- Department of Cardiology, Medical University of Vienna, 1090 Vienna, Austria (G.H.); (W.S.S.); (M.L.); (C.H.)
| | - Christian Hengstenberg
- Department of Cardiology, Medical University of Vienna, 1090 Vienna, Austria (G.H.); (W.S.S.); (M.L.); (C.H.)
| | - Peter Schellongowski
- Department of Internal Medicine I, Medical University of Vienna, 1090 Vienna, Austria; (A.H.); (P.S.); (T.S.)
| | - Thomas Staudinger
- Department of Internal Medicine I, Medical University of Vienna, 1090 Vienna, Austria; (A.H.); (P.S.); (T.S.)
| | - Robert Zilberszac
- Department of Cardiology, Medical University of Vienna, 1090 Vienna, Austria (G.H.); (W.S.S.); (M.L.); (C.H.)
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Beaini H, Chunawala Z, Cheeran D, Araj F, Wrobel C, Truby L, Saha A, Thibodeau JT, Farr M. Cardiogenic Shock: Focus on Non-Cardiac Biomarkers. Curr Heart Fail Rep 2024; 21:604-614. [PMID: 39078556 DOI: 10.1007/s11897-024-00676-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/08/2024] [Indexed: 07/31/2024]
Abstract
PURPOSE OF REVIEW To examine the evolving multifaceted nature of cardiogenic shock (CS) in the context of non-cardiac biomarkers that may improve CS management and risk stratification. RECENT FINDINGS There are increasing data highlighting the role of lactate, glucose, and other markers of inflammation and end-organ dysfunction in CS. These biomarkers provide a more comprehensive understanding of the concurrent hemo-metabolic and cellular disturbances observed in CS and offer insights beyond standard structural and functional cardiac assessments. Non-cardiac biomarkers both refine the diagnostic accuracy and improve the prognostic assessments in CS. Further studies revolving around novel biomarkers are warranted to support more targeted and effective therapeutic and management interventions in these high-risk patients.
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Affiliation(s)
- Hadi Beaini
- Department of Medicine, The University of Texas Southwestern Medical Center, 5959 Harry Hines Blvd, Dallas, TX, 75235, USA
| | - Zainali Chunawala
- Department of Medicine, The University of Texas Southwestern Medical Center, 5959 Harry Hines Blvd, Dallas, TX, 75235, USA
- Parkland Memorial Hospital, Dallas, TX, USA
| | - Daniel Cheeran
- Department of Medicine, The University of Texas Southwestern Medical Center, 5959 Harry Hines Blvd, Dallas, TX, 75235, USA
- Dallas Veteran's Administration Hospital, Dallas, TX, USA
| | - Faris Araj
- Department of Medicine, The University of Texas Southwestern Medical Center, 5959 Harry Hines Blvd, Dallas, TX, 75235, USA
- Parkland Memorial Hospital, Dallas, TX, USA
| | - Christopher Wrobel
- Department of Medicine, The University of Texas Southwestern Medical Center, 5959 Harry Hines Blvd, Dallas, TX, 75235, USA
- Parkland Memorial Hospital, Dallas, TX, USA
| | - Lauren Truby
- Department of Medicine, The University of Texas Southwestern Medical Center, 5959 Harry Hines Blvd, Dallas, TX, 75235, USA
- Parkland Memorial Hospital, Dallas, TX, USA
| | - Amit Saha
- Department of Medicine, The University of Texas Southwestern Medical Center, 5959 Harry Hines Blvd, Dallas, TX, 75235, USA
- Parkland Memorial Hospital, Dallas, TX, USA
| | - Jennifer T Thibodeau
- Department of Medicine, The University of Texas Southwestern Medical Center, 5959 Harry Hines Blvd, Dallas, TX, 75235, USA
- Parkland Memorial Hospital, Dallas, TX, USA
| | - Maryjane Farr
- Department of Medicine, The University of Texas Southwestern Medical Center, 5959 Harry Hines Blvd, Dallas, TX, 75235, USA.
- Parkland Memorial Hospital, Dallas, TX, USA.
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Jung C, Bruno RR, Jumean M, Price S, Krychtiuk KA, Ramanathan K, Dankiewicz J, French J, Delmas C, Mendoza AA, Thiele H, Soussi S. Management of cardiogenic shock: state-of-the-art. Intensive Care Med 2024; 50:1814-1829. [PMID: 39254735 PMCID: PMC11541372 DOI: 10.1007/s00134-024-07618-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Accepted: 08/18/2024] [Indexed: 09/11/2024]
Abstract
The management of cardiogenic shock is an ongoing challenge. Despite all efforts and tremendous use of resources, mortality remains high. Whilst reversing the underlying cause, restoring/maintaining organ perfusion and function are cornerstones of management. The presence of comorbidities and preexisting organ dysfunction increases management complexity, aiming to integrate the needs of vital organs in each individual patient. This review provides a comprehensive overview of contemporary literature regarding the definition and classification of cardiogenic shock, its pathophysiology, diagnosis, laboratory evaluation, and monitoring. Further, we distill the latest evidence in pharmacologic therapy and the use of mechanical circulatory support including recently published randomized-controlled trials as well as future directions of research, integrating this within an international group of authors to provide a global perspective. Finally, we explore the need for individualization, especially in the face of neutral randomized trials which may be related to a dilution of a potential benefit of an intervention (i.e., average effect) in this heterogeneous clinical syndrome, including the use of novel biomarkers, artificial intelligence, and machine learning approaches to identify specific endotypes of cardiogenic shock (i.e., subclasses with distinct underlying biological/molecular mechanisms) to support a more personalized medicine beyond the syndromic approach of cardiogenic shock.
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Affiliation(s)
- Christian Jung
- Department of Cardiology, Pulmonology and Vascular Medicine, Heinrich-Heine-University Duesseldorf, Medical Faculty, Duesseldorf, Germany.
- Cardiovascular Research Institute Düsseldorf (CARID), Düsseldorf, Germany, Heinrich-Heine-University Duesseldorf, Duesseldorf, Germany.
| | - Raphael Romano Bruno
- Department of Cardiology, Pulmonology and Vascular Medicine, Heinrich-Heine-University Duesseldorf, Medical Faculty, Duesseldorf, Germany
| | | | - Susanna Price
- Division of Heart, Lung and Critical Care, Royal Brompton Hospital, London, UK
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Konstantin A Krychtiuk
- Department of Internal Medicine II, Division of Cardiology, Medical University of Vienna, Vienna, Austria
| | - Kollengode Ramanathan
- Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore, Singapore
- Cardiothoracic Intensive Care Unit, National University Heart Centre, National University Hospital, Singapore, Singapore
| | - Josef Dankiewicz
- Department of Clinical Sciences Lund, Lund University, Cardiology, Lund, Sweden
| | - John French
- Department of Cardiology, Liverpool Hospital, Sydney, Australia
- School of Medicine, Western Sydney University, Sydney, Australia
- South Western Sydney Clinical School, The University of New South Wales, Sydney, Australia
| | - Clement Delmas
- Intensive Cardiac Care Unit, Cardiology Department, Toulouse University Hospital, Institute of Metabolic and Cardiovascular Diseases (I2MC), UMR-1048, National Institute of Health and Medical Research (INSERM), Toulouse, France
- REICATRA, Institut Saint Jacques, CHU de Toulouse, Toulouse, France
| | | | - Holger Thiele
- Department of Internal Medicine/Cardiology and Leipzig Heart Science, Heart Center Leipzig at University of Leipzig, Leipzig, Germany
| | - Sabri Soussi
- Department of Anesthesia and Pain Management, University Health Network (UHN), Women's College Hospital, University of Toronto, Toronto Western Hospital, Toronto, Canada
- University of Paris Cité, Inserm UMR-S 942, Cardiovascular Markers in Stress Conditions (MASCOT), Paris, France
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Jozwiak M, Lim SY, Si X, Monnet X. Biomarkers in cardiogenic shock: old pals, new friends. Ann Intensive Care 2024; 14:157. [PMID: 39414666 PMCID: PMC11485002 DOI: 10.1186/s13613-024-01388-x] [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: 07/05/2024] [Accepted: 09/29/2024] [Indexed: 10/18/2024] Open
Abstract
In cardiogenic shock, biomarkers should ideally help make the diagnosis, choose the right therapeutic options and monitor the patient in addition to clinical and echocardiographic indices. Among "old" biomarkers that have been used for decades, lactate detects, quantifies, and follows anaerobic metabolism, despite its lack of specificity. Renal and liver biomarkers are indispensable for detecting the effect of shock on organ function and are highly predictive of poor outcomes. Direct biomarkers of cardiac damage such as cardiac troponins, B-type natriuretic and N-terminal pro-B-type natriuretic peptides have a good prognostic value, but they lack specificity to detect a cardiogenic cause of shock, as many factors influence their plasma concentrations in critically ill patients. Among the biomarkers that have been more recently described, dipeptidyl peptidase-3 is one of the most interesting. In addition to its prognostic value, it could represent a therapeutic target in cardiogenic shock in the future as a specific antibody inhibits its activity. Adrenomedullin is a small peptide hormone secreted by various tissues, including vascular smooth muscle cells and endothelium, particularly under pathological conditions. It has a vasodilator effect and has prognostic value during cardiogenic shock. An antibody inhibits its activity and so adrenomedullin could represent a therapeutic target in cardiogenic shock. An increasing number of inflammatory biomarkers are also of proven prognostic value in cardiogenic shock, reflecting the inflammatory reaction associated with the syndrome. Some of them are combined to form prognostic proteomic scores. Alongside clinical variables, biomarkers can be used to establish biological "signatures" characteristic of the pathophysiological pathways involved in cardiogenic shock. This helps describe patient subphenotypes, which could in the future be used in clinical trials to define patient populations responding specifically to a treatment.
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Affiliation(s)
- Mathieu Jozwiak
- Service de Médecine Intensive Réanimation, CHU de Nice, Hôpital L'Archet 1, 151 Route Saint Antoine de Ginestière, 06200, Nice, France.
- UR2CA, Unité de Recherche Clinique Côte d'Azur, Université Côte d'Azur, 06200, Nice, France.
| | - Sung Yoon Lim
- AP-HP, Service de Médecine Intensive-Réanimation, Hôpital de Bicêtre, DMU 4 CORREVE, Inserm UMR S_999, FHU SEPSIS, CARMAS, Université Paris-Saclay, 78 Rue du Général Leclerc, 94270, Le Kremlin-Bicêtre, France
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Xiang Si
- AP-HP, Service de Médecine Intensive-Réanimation, Hôpital de Bicêtre, DMU 4 CORREVE, Inserm UMR S_999, FHU SEPSIS, CARMAS, Université Paris-Saclay, 78 Rue du Général Leclerc, 94270, Le Kremlin-Bicêtre, France
- Department of Critical Care Medicine, First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Xavier Monnet
- AP-HP, Service de Médecine Intensive-Réanimation, Hôpital de Bicêtre, DMU 4 CORREVE, Inserm UMR S_999, FHU SEPSIS, CARMAS, Université Paris-Saclay, 78 Rue du Général Leclerc, 94270, Le Kremlin-Bicêtre, France
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7
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Zhang Q, Xu L, Xie Z, He W, Huang X. Machine learning-based prediction of mortality in acute myocardial infarction with cardiogenic shock. Front Cardiovasc Med 2024; 11:1402503. [PMID: 39469130 PMCID: PMC11513311 DOI: 10.3389/fcvm.2024.1402503] [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: 04/04/2024] [Accepted: 09/20/2024] [Indexed: 10/30/2024] Open
Abstract
Background In the ICU, patients with acute myocardial infarction and cardiogenic shock (AMI-CS) often face high mortality rates, making timely and precise mortality risk prediction crucial for clinical decision-making. Despite existing models, machine learning algorithms hold the potential for improved predictive accuracy. Methods In this study, a predictive model was developed using the MIMIC-IV database, with external validation performed on the eICU-CRD database. We included ICU patients diagnosed with AMI-CS. Feature selection was conducted using the Boruta algorithm, followed by the construction and comparison of four machine learning models: Logistic Regression (LR), eXtreme Gradient Boosting (XGBoost), Adaptive Boosting (AdaBoost), and Gaussian Naive Bayes (GNB). Model performance was evaluated based on metrics such as AUC (Area Under the Curve), accuracy, sensitivity, specificity, and so on. The SHAP method was employed to visualize and interpret the importance of model features. Finally, we constructed an online prediction model and conducted external validation in the eICU-CRD database. Results In this study, a total of 570 and 391 patients with AMI-CS were included from the MIMIC-IV and eICU-CRD databases, respectively. Among all machine learning algorithms evaluated, LR exhibited the best performance with a validation set AUC of 0.841(XGBoost: 0.835, AdaBoost: 0.839, GNB: 0.826). The model incorporated five variables: prothrombin time, blood urea nitrogen, age, beta-blockers and Angiotensin-Converting Enzyme Inhibitors or Angiotensin II Receptor Blockers. SHAP plots are employed to visualize the importance of model features and to interpret the results. An online prediction tool was developed, externally validated with the eICU-CRD database, achieving an AUC of 0.755. Conclusion Employing the LR algorithm, we developed a predictive model for assessing the mortality risk among AMI-CS patients in the ICU setting. Through model predictions, this facilitates early detection of high-risk individuals, ensures judicious allocation of healthcare resources.
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Affiliation(s)
- Qitian Zhang
- Department of Cardiology, Zhangzhou Affiliated Hospital of Fujian Medical University, Zhangzhou, Fujian, China
| | - Lizhen Xu
- Department of Endocrinology, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou University Affiliated Provincial Hospital, Fuzhou, China
| | - Zhiyi Xie
- Department of Cardiology, Zhangzhou Affiliated Hospital of Fujian Medical University, Zhangzhou, Fujian, China
| | - Weibin He
- Department of Cardiology, Zhangzhou Affiliated Hospital of Fujian Medical University, Zhangzhou, Fujian, China
| | - Xiaohong Huang
- Department of Cardiology, Zhangzhou Affiliated Hospital of Fujian Medical University, Zhangzhou, Fujian, China
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8
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Siopi SA, Antonitsis P, Karapanagiotidis GT, Tagarakis G, Voucharas C, Anastasiadis K. Cardiac Failure and Cardiogenic Shock: Insights Into Pathophysiology, Classification, and Hemodynamic Assessment. Cureus 2024; 16:e72106. [PMID: 39575019 PMCID: PMC11581444 DOI: 10.7759/cureus.72106] [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] [Accepted: 10/22/2024] [Indexed: 11/24/2024] Open
Abstract
Heart failure is defined as increased intracardiac pressures, either alone or combined with reduced cardiac output. Clinically, it is presented with signs and symptoms of congestion and compensated perfusion. Cardiogenic shock, on the other hand, is the spectrum of hemodynamic disturbances that lead to hypoperfusion or need for circulatory support, due to cardiac disease. Both entities affect millions of people worldwide, have a dismal prognosis, and constitute a severe socioeconomic burden. Heart failure can be the aftermath of ischemic heart disease, hypertension, arrhythmias, or cardiomyopathies. It undergoes multiple classifications, facilitating its investigation and treatment. The pathogenetic mechanisms differ in various types of heart failure, regarding the affected ventricles, the duration of symptoms, and their primary/secondary onset. These mechanisms reflect the complex interactions between cardiopulmonary, vascular, and hepatorenal systems. Acute deterioration of cardiac function can lead to cardiogenic shock. Myocardial infarction accounts for 81% of such cases. Healthy lifestyle and timely management of coronary artery disease are paramount, as they can prevent this life-threatening situation and reduce mortality and the economic burden for healthcare systems. Irrespective of the etiology, cardiogenic shock is interpreted using the pressure-volume loop. This can be modified for each ventricle, the underlying pathophysiology, and the time since symptoms' onset. It therefore provides valuable information about the native circulation and the expected alterations under mechanical or pharmacological support, facilitating the decision-making progress. In 2019, given the phenotypical heterogeneity of cardiogenic shock, the Society for Cardiovascular Angiography and Interventions introduced a classification system. According to this, patients are stratified in five stages proportionally to the severity of their condition. Aside from this classification, various biochemical, imaging, and hemodynamic monitoring indices are used to assess coagulation pathway and cardiac, hepatorenal, and pulmonary function, enabling the heart team to tailor therapy. Additionally, the prognostication progress is facilitated by scores, such as the Observatoire Regional Breton sur l'Infarctus (ORBI) score, the intra-aortic balloon pump (IABP) SHOCK-II score, and the CardShock score, indicating suitable escalation or de-escalation strategies. Despite the current progress, there are several areas of advancement regarding the role of vasoactive drugs in cardiogenic shock, revascularization options, mechanical ventilation patterns, hypothermia treatment, and mechanical circulatory support protocols.
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Affiliation(s)
- Stavroula A Siopi
- Cardiovascular Medicine, Aristotle University of Thessaloniki, Thessaloniki, GRC
| | | | | | - Georgios Tagarakis
- Cardiothoracic Surgery, Aristotle University of Thessaloniki, Thessaloniki, GRC
| | - Christos Voucharas
- Cardiothoracic Surgery, Aristotle University of Thessaloniki, Thessaloniki, GRC
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Kanabar K, Sharma YP, Krishnappa D, Santosh K, Dhudasia M. A study of the predictive role of multiple variables for the incidence of acute kidney injury and its outcomes in Indian patients with ST-elevation myocardial infarction and cardiogenic shock. Egypt Heart J 2024; 76:123. [PMID: 39251455 PMCID: PMC11384670 DOI: 10.1186/s43044-024-00557-4] [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: 02/14/2024] [Accepted: 09/02/2024] [Indexed: 09/11/2024] Open
Abstract
BACKGROUND Acute kidney injury (AKI) occurs frequently in ST-elevation myocardial infarction with cardiogenic shock (CS-STEMI) and is a strong independent prognostic marker for short and intermediate-term outcomes. Owing to the delayed presentation and limited facilities for primary percutaneous coronary intervention in low- and middle-income countries, the incidence, predictors, and outcome of AKI are likely to be different compared to the developed countries. We performed a post hoc analysis of patients presenting with CS-STEMI over 7 years (2016-2022) at a tertiary referral center in North India. The primary outcome assessed was AKI and the secondary outcome was in-hospital mortality. RESULTS Of the 426 patients, 194 (45.5%) patients developed AKI, as defined by the Kidney Disease Improving Global Outcomes criteria. Left ventricular (LV) pump failure with pulmonary edema [Odds ratio (OR) 1.67; 95% confidence interval (CI) 1.04-2.67], LV ejection fraction (OR 1.35 per 10% decrease in ejection fraction; CI 1.04-1.73), complete heart block (OR 2.06; CI 1.2-3.53), right ventricular infarction (OR 2.76; CI 1.39-5.49), mechanical complications (OR 3.89; CI 1.85-8.21), ventricular tachycardia (OR 2.80; CI 1.57-4.99), and non-revascularization (OR 2.2; CI 1.33-3.67) were independent predictors of AKI in multivariate logistic regression analysis. Additionally, AKI was a strong predictor of in-hospital mortality (univariate OR 30.61, CI 17.37-53.95). CONCLUSIONS There is a higher incidence of AKI in CS-STEMI in resource-limited settings and is associated with adverse short-term outcomes. Additional studies are needed to address the optimal strategies for the prevention and management of AKI in such settings.
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Affiliation(s)
- Kewal Kanabar
- Department of Cardiology, U.N. Mehta Institute of Cardiology and Research Centre, Ahmedabad, 380016, India.
| | - Yash Paul Sharma
- Department of Cardiology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Darshan Krishnappa
- Department of Cardiology, Sri Jayadeva Institute of Cardiovascular Sciences and Research, Bangalore, India
| | - Krishna Santosh
- Department of Cardiology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Miren Dhudasia
- Department of Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA
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10
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Patsalis N, Kreutz J, Chatzis G, Syntila S, Choukeir M, Schieffer B, Markus B. Early risk predictors of acute kidney injury and short-term survival during Impella support in cardiogenic shock. Sci Rep 2024; 14:17484. [PMID: 39080441 PMCID: PMC11289486 DOI: 10.1038/s41598-024-68376-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Accepted: 07/23/2024] [Indexed: 08/02/2024] Open
Abstract
Acute kidney injury (AKI) is one of the most frequent and prognostic-relevant complications of cardiogenic shock (CS) complicating myocardial infarction (MI). Mechanical circulatory assist devices (MCS) like left ventricular Impella microaxial pump have increasingly been used in the last decade for stabilization of hemodynamics in those patients. Moreover, a protective effect of Impella on renal organ perfusion could recently be demonstrated. However, data identifying early risk predictors for developing AKI during Impella support in CS are rare. Data of hemodynamics and renal function from 50 Impella patients (January 2020 and February 2022) with MI-related CS (SCAI stage C), were retrospectively analyzed using e.g. multivariate logistic regression analysis as well as Kaplan-Meier curves and Cox regression analysis. 30 patients (60%) developed AKI. Central venous pressure as an indicator for venous congestion (OR 1.216, p = 0.02), GFR at admission indicating existing renal damage (OR 0.928, p = 0.002), and reduced central venous oxygen saturation (SvO2) as a marker for decreased tissue perfusion (OR 0.930, p = 0.029) were independently associated with developing an AKI. The 30-day mortality rate was significantly higher in patients with AKI stage 3 (Stage 1: 0%, Stage 2: 0%, Stage 3; 41.6%, p = 0.014) while AKI stage 3 (HR 0.095, p = 0.026) and norepinephrine dosage (HR 1.027, p = 0.008) were independent predictors for 30-day mortality. AKI as a complication of MI-related CS occurs frequently with a major impact on prognosis. Venous congestion, reduced tissue perfusion, and an already impaired renal function are independent predictors of AKI. Thus, timely diagnostics and a focused treatment of the identified factors could improve prognosis and outcome.
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Affiliation(s)
- Nikolaos Patsalis
- Department of Cardiology, Angiology, and Intensive Care Medicine, University Hospital, Philipps University of Marburg, Baldinger Str., 35043, Marburg, Germany
| | - Julian Kreutz
- Department of Cardiology, Angiology, and Intensive Care Medicine, University Hospital, Philipps University of Marburg, Baldinger Str., 35043, Marburg, Germany
| | - Giorgos Chatzis
- Department of Cardiology, Angiology, and Intensive Care Medicine, University Hospital, Philipps University of Marburg, Baldinger Str., 35043, Marburg, Germany
| | - Styliani Syntila
- Department of Cardiology, Angiology, and Intensive Care Medicine, University Hospital, Philipps University of Marburg, Baldinger Str., 35043, Marburg, Germany
| | - Maryana Choukeir
- Department of Cardiology, Angiology, and Intensive Care Medicine, University Hospital, Philipps University of Marburg, Baldinger Str., 35043, Marburg, Germany
| | - Bernhard Schieffer
- Department of Cardiology, Angiology, and Intensive Care Medicine, University Hospital, Philipps University of Marburg, Baldinger Str., 35043, Marburg, Germany
| | - Birgit Markus
- Department of Cardiology, Angiology, and Intensive Care Medicine, University Hospital, Philipps University of Marburg, Baldinger Str., 35043, Marburg, Germany.
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González-Pacheco H, Amezcua-Guerra LM, Franco M, Arias-Mendoza A, Ortega-Hernández JA, Massó F. Cytoprotection as an Innovative Therapeutic Strategy to Cardiogenic Shock: Exploring the Potential of Cytidine-5-Diphosphocholine to Mitigate Target Organ Damage. J Vasc Res 2024; 61:160-165. [PMID: 38776883 DOI: 10.1159/000538946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 04/12/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND Preservation of organ function and viability is a crucial factor for survival in cardiogenic shock (CS) patients. There is not information enough on cytoprotective substances that may delay organs damage in CS. We hypothesize that cytidine-5-diphosphocholine (CDP-choline) can act as a cytoprotective pharmacological measure that diminishes the target organ damage. So, we aimed to perform a review of works carried out in our institution to evaluate the effect of therapeutic cytoprotection of the CDP-choline. SUMMARY CDP-choline is an intermediate metabolite in the synthesis of phosphatidylcholine. It is also a useful drug for the treatment of acute ischaemic stroke, traumatic brain injury, and neurodegenerative diseases and has shown an excellent pharmacological safety profile as well. We review our institution's work and described the cytoprotective effects of CDP-choline in experimental models of heart, liver, and kidney acute damage, where this compound was shown to diminish reperfusion-induced ventricular arrhythmias, oxidative stress, apoptotic cell death, inflammation, lactic acid levels and to preserve mitochondrial function. KEY MESSAGES We propose that additional research is needed to evaluate the impact of cytoprotective therapy adjuvant to mitigate target organ damage in patients with CS.
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Affiliation(s)
| | | | - Martha Franco
- Department of Renal Pathophysiology, National Institute of Cardiology, Mexico City, Mexico
| | | | | | - Felipe Massó
- Translational Medicine Laboratory, National Institute of Cardiology, National Autonomous University of Mexico, Mexico City, Mexico
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12
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Cervera JP, López CAA, Romero RN, Macías JC, Asensio JMN, Mínguez JRL. Implementation of Society for Cardiovascular Angiography and Interventions classification in patients with cardiogenic shock secondary to acute myocardial infarction in a spanish university hospital. Acute Crit Care 2024; 39:257-265. [PMID: 38863356 PMCID: PMC11167420 DOI: 10.4266/acc.2023.01620] [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: 12/19/2023] [Revised: 02/12/2024] [Accepted: 03/06/2024] [Indexed: 06/13/2024] Open
Abstract
BACKGROUND Killip-Kimball classification has been used for estimating death risk in patients suffering acute myocardial infarction (AMI). Killip-Kimball stage IV corresponds to cardiogenic shock. However, the Society for Cardiovascular Angiography and Interventions (SCAI) classification provides a more precise tool to classify patients according to shock severity. The aim of this study was to apply this classification to a cohort of Killip IV patients and to analyze the differences in death risk estimation between the two classifications. METHODS A single-center retrospective cohort study of 100 consecutive patients hospitalized for "Killip IV AMI" between 2016 and 2023 was performed to reclassify patients according to SCAI stage. RESULTS Distribution of patients according to SCAI stages was B=4%, C=53%, D=27%, E=16%. Thirty-day mortality increased progressively according to these stages (B=0%, C=11.88%, D=55.56%, E=87.50%; P<0.001). The exclusive use of Killip IV stage overestimated death risk compared to SCAI C (35% vs. 11.88%, P=0.002) and underestimated it compared to SCAI D and E stages (35% vs. 55.56% and 87.50%, P=0.03 and P<0.001, respectively). Age >69 years, creatinine >1.15 mg/dl and advanced SCAI stages (SCAI D and E) were independent predictors of 30-day mortality. Mechanical circulatory support use showed an almost significant benefit in advanced SCAI stages (D and E hazard ratio, 0.45; 95% confidence interval, 0.19-1.06; P=0.058). CONCLUSIONS SCAI classification showed superior death risk estimation compared to Killip IV. Age, creatinine levels and advanced SCAI stages were independent predictors of 30-day mortality. Mechanical circulatory support could play a beneficial role in advanced SCAI stages.
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Affiliation(s)
- Javier Pérez Cervera
- Cardiac Intensive Care Unit, Division of Cardiology, Complejo Hospitalario Universitario, Badajoz, Spain
| | | | | | | | | | - José Ramón López Mínguez
- Interventional Cardiology Unit, Division of Cardiology, Complejo Hospitalario Universitario, Badajoz, Spain
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13
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Yeo I, Axman R, Lu DY, Feldman DN, Cheung JW, Minutello RM, Karas MG, Iannacone EM, Srivastava A, Girardi NI, Naka Y, Wong S, Kim LK. Impella Versus Intra-Aortic Balloon Pump in Patients With Cardiogenic Shock Treated With Venoarterial Extracorporeal Membrane Oxygenation: An Observational Study. J Am Heart Assoc 2024; 13:e032607. [PMID: 38240236 PMCID: PMC11056174 DOI: 10.1161/jaha.123.032607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 12/19/2023] [Indexed: 02/07/2024]
Abstract
BACKGROUND Venoarterial extracorporeal membrane oxygenation (VA-ECMO) is increasingly used for patients with cardiogenic shock. Although Impella or intra-aortic balloon pump (IABP) is frequently used for left ventricular unloading (LVU) during VA-ECMO treatment, there are limited data on comparative outcomes. We compared outcomes of Impella and IABP for LVU during VA-ECMO. METHODS AND RESULTS Using the Nationwide Readmissions Database between 2016 and 2020, we analyzed outcomes in 3 groups of patients with cardiogenic shock requiring VA-ECMO based on LVU strategies: extracorporeal membrane oxygenation (ECMO) only, ECMO with IABP, and ECMO with Impella. Of 15 980 patients on VA-ECMO, IABP and Impella were used in 19.4% and 16.4%, respectively. The proportion of patients receiving Impella significantly increased from 2016 to 2020 (6.5% versus 25.8%; P-trend<0.001). In-hospital mortality was higher with ECMO with Impella (54.8%) compared with ECMO only (50.4%) and ECMO with IABP (48.4%). After adjustment, ECMO with IABP versus ECMO only was associated with lower in-hospital mortality (adjusted odds ratio [aOR], 0.83; P=0.02). ECMO with Impella versus ECMO only had similar in-hospital mortality (aOR, 1.09; P=0.695) but was associated with more bleeding (aOR, 1.21; P=0.007) and more acute kidney injury requiring hemodialysis (aOR, 1.42; P<0.001). ECMO with Impella versus ECMO with IABP was associated with greater risk of acute kidney injury requiring hemodialysis (aOR, 1.49; P=0.002), higher in-hospital mortality (aOR, 1.32; P=0.001), and higher 40-day mortality (hazard ratio, 1.25; P<0.001). CONCLUSIONS In patients with cardiogenic shock on VA-ECMO, LVU with Impella, particularly with 2.5/CP, was not associated with improved survival at 40 days but was associated with increased adverse events compared with IABP. More data are needed to assess Impella platform-specific comparative outcomes of LVU.
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Affiliation(s)
- Ilhwan Yeo
- Division of Cardiology, Department of Medicine, Weill Cornell MedicineNew York‐Presbyterian HospitalNew YorkNY
- Weill Cornell Cardiovascular Outcomes Research Group (CORG)Weill Cornell MedicineNew YorkNY
- Division of Pulmonary and Critical Care MedicineMayo ClinicRochesterMN
| | - Rachel Axman
- Department of Medicine, Weill Cornell MedicineNew York‐Presbyterian HospitalNew YorkNY
| | - Daniel Y. Lu
- Division of Cardiology, Department of Medicine, Weill Cornell MedicineNew York‐Presbyterian HospitalNew YorkNY
- Weill Cornell Cardiovascular Outcomes Research Group (CORG)Weill Cornell MedicineNew YorkNY
| | - Dmitriy N. Feldman
- Division of Cardiology, Department of Medicine, Weill Cornell MedicineNew York‐Presbyterian HospitalNew YorkNY
- Weill Cornell Cardiovascular Outcomes Research Group (CORG)Weill Cornell MedicineNew YorkNY
| | - Jim W. Cheung
- Division of Cardiology, Department of Medicine, Weill Cornell MedicineNew York‐Presbyterian HospitalNew YorkNY
- Weill Cornell Cardiovascular Outcomes Research Group (CORG)Weill Cornell MedicineNew YorkNY
| | - Robert M. Minutello
- Division of Cardiology, Department of Medicine, Weill Cornell MedicineNew York‐Presbyterian HospitalNew YorkNY
| | - Maria G. Karas
- Division of Cardiology, Department of Medicine, Weill Cornell MedicineNew York‐Presbyterian HospitalNew YorkNY
| | - Erin M. Iannacone
- Department of Cardiothoracic Surgery, Weill Cornell MedicineNew York‐Presbyterian HospitalNew YorkNY
| | - Ankur Srivastava
- Department of Anesthesiology, Weill Cornell MedicineNew York‐Presbyterian HospitalNew YorkNY
| | - Natalia I. Girardi
- Department of Anesthesiology, Weill Cornell MedicineNew York‐Presbyterian HospitalNew YorkNY
| | - Yoshifumi Naka
- Department of Cardiothoracic Surgery, Weill Cornell MedicineNew York‐Presbyterian HospitalNew YorkNY
| | - Shing‐Chiu Wong
- Division of Cardiology, Department of Medicine, Weill Cornell MedicineNew York‐Presbyterian HospitalNew YorkNY
- Weill Cornell Cardiovascular Outcomes Research Group (CORG)Weill Cornell MedicineNew YorkNY
| | - Luke K. Kim
- Division of Cardiology, Department of Medicine, Weill Cornell MedicineNew York‐Presbyterian HospitalNew YorkNY
- Weill Cornell Cardiovascular Outcomes Research Group (CORG)Weill Cornell MedicineNew YorkNY
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14
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Wang L, Zhang Y, Yao R, Chen K, Xu Q, Huang R, Mao Z, Yu Y. Identification of distinct clinical phenotypes of cardiogenic shock using machine learning consensus clustering approach. BMC Cardiovasc Disord 2023; 23:426. [PMID: 37644414 PMCID: PMC10466857 DOI: 10.1186/s12872-023-03380-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 07/05/2023] [Indexed: 08/31/2023] Open
Abstract
BACKGROUND Cardiogenic shock (CS) is a complex state with many underlying causes and associated outcomes. It is still difficult to differentiate between various CS phenotypes. We investigated if the CS phenotypes with distinctive clinical profiles and prognoses might be found using the machine learning (ML) consensus clustering approach. METHODS The current study included patients who were diagnosed with CS at the time of admission from the electronic ICU (eICU) Collaborative Research Database. Among 21,925 patients with CS, an unsupervised ML consensus clustering analysis was conducted. The optimal number of clusters was identified by means of the consensus matrix (CM) heat map, cumulative distribution function (CDF), cluster-consensus plots, and the proportion of ambiguously clustered pairs (PAC) analysis. We calculated the standardized mean difference (SMD) of each variable and used the cutoff of ± 0.3 to identify each cluster's key features. We examined the relationship between the phenotypes and several clinical endpoints utilizing logistic regression (LR) analysis. RESULTS The consensus cluster analysis identified two clusters (Cluster 1: n = 9,848; Cluster 2: n = 12,077). The key features of patients in Cluster 1, compared with Cluster 2, included: lower blood pressure, lower eGFR (estimated glomerular filtration rate), higher BUN (blood urea nitrogen), higher creatinine, lower albumin, higher potassium, lower bicarbonate, lower red blood cell (RBC), higher red blood cell distribution width (RDW), higher SOFA score, higher APS III score, and higher APACHE IV score on admission. The results of LR analysis showed that the Cluster 2 was associated with lower in-hospital mortality (odds ratio [OR]: 0.374; 95% confidence interval [CI]: 0.347-0.402; P < 0.001), ICU mortality (OR: 0.349; 95% CI: 0.318-0.382; P < 0.001), and the incidence of acute kidney injury (AKI) after admission (OR: 0.478; 95% CI: 0.452-0.505; P < 0.001). CONCLUSIONS ML consensus clustering analysis synthesized the pattern of clinical and laboratory data to reveal distinct CS phenotypes with different clinical outcomes.
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Affiliation(s)
- Li Wang
- Department of Nephrology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Yufeng Zhang
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Renqi Yao
- Translational Medicine Research Center, Fourth Medical Center and Medical Innovation Research Division of the Chinese PLA General Hospital, Beijing, China
- Department of Burn Surgery, Changhai Hospital, Naval Medical University, Shanghai, China
- Research Unit of key techniques for treatment of burns and combined burns and trauma injury, Chinese Academy of Medical Sciences, Shanghai, China
| | - Kai Chen
- Department of Orthopedics, Changhai Hospital, Naval Medical University, Shanghai, China
| | - Qiumeng Xu
- Department of Orthopaedics, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Renhong Huang
- Department of General Surgery, Comprehensive Breast Health Center, Ruijin Hospital, Jiaotong University School of Medicine, Shanghai, China
| | - Zhiguo Mao
- Department of Nephrology, Changzheng Hospital, Naval Medical University, Shanghai, China.
| | - Yue Yu
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China.
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15
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Di Santo P, Dehghan K, Mao B, Jung RG, Fadare D, Paydar J, Parlow S, Motazedian P, Prosperi-Porta G, Abdel-Razek O, Joseph J, Goh CY, Chung K, Mulloy A, Ramirez FD, Simard T, Hibbert B, Mathew R, Russo JJ. Milrinone vs Dobutamine for the Management of Cardiogenic Shock: Implications of Renal Function and Injury. JACC. ADVANCES 2023; 2:100393. [PMID: 38938997 PMCID: PMC11198346 DOI: 10.1016/j.jacadv.2023.100393] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 03/22/2023] [Accepted: 04/06/2023] [Indexed: 06/29/2024]
Abstract
Background Cardiogenic shock is associated with poor clinical outcomes. There is a paucity of prospective data examining the efficacy and safety of inotropic therapy in patients with cardiogenic shock and renal dysfunction. Objectives This study sought to examine the treatment effect of milrinone compared to dobutamine in relation to renal function. Methods In this post hoc analysis of the DOREMI (Milrinone as Compared with Dobutamine in the Treatment of Cardiogenic Shock) trial, we examined clinical outcomes with milrinone compared to dobutamine after stratification based on baseline estimated glomerular filtration rate (eGFR) 60 ml/min/1.73 m2 and acute kidney injury (AKI). The primary outcome was the composite of in-hospital death from any cause, resuscitated cardiac arrest, receipt of a cardiac transplant or mechanical circulatory support, nonfatal myocardial infarction, transient ischemic attack or stroke, or initiation of renal replacement therapy. Results Baseline eGFR <60 ml/min/1.73 m2 and AKI were observed in 78 (45%) and 124 (65%) of patients, respectively. The primary outcome and death from any cause occurred in 99 (52%) and 76 (40%) patients, respectively. eGFR <60 ml/min/1.73 m2 did not appear to modulate the treatment effect of milrinone compared to dobutamine. In contrast, there was a significant interaction between the treatment effect of milrinone compared to dobutamine and AKI with respect to the primary outcome (P interaction = 0.02) and death (P interaction = 0.04). The interaction was characterized by lower risk of primary outcome and death with milrinone compared to dobutamine in patients without, but not with, AKI. Conclusions In patients requiring inotropic support for cardiogenic shock, baseline renal dysfunction and AKI are common. A modulating effect of AKI on the relative efficacy of milrinone compared to dobutamine was observed, characterized by attenuation of a potential clinical benefit with milrinone compared to dobutamine in patients who develop AKI.
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Affiliation(s)
- Pietro Di Santo
- CAPITAL Research Group, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Kooroush Dehghan
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Brennan Mao
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Richard G. Jung
- CAPITAL Research Group, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Daniel Fadare
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - John Paydar
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Simon Parlow
- CAPITAL Research Group, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Pouya Motazedian
- CAPITAL Research Group, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Graeme Prosperi-Porta
- CAPITAL Research Group, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Omar Abdel-Razek
- CAPITAL Research Group, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Joanne Joseph
- CAPITAL Research Group, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Cheng Yee Goh
- CAPITAL Research Group, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | - Kevin Chung
- CAPITAL Research Group, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | - Andrew Mulloy
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - F. Daniel Ramirez
- CAPITAL Research Group, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Trevor Simard
- Department of Cardiovascular Diseases, Mayo Clinic School of Medicine, Rochester, Minnesota, USA
| | - Benjamin Hibbert
- CAPITAL Research Group, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Rebecca Mathew
- CAPITAL Research Group, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Juan J. Russo
- CAPITAL Research Group, Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
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16
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Bottiroli M, Calini A, Morici N, Tavazzi G, Galimberti L, Facciorusso C, Ammirati E, Russo C, Montoli A, Mondino M. Acute kidney injury in patients with acute decompensated heart failure-cardiogenic shock: Prevalence, risk factors and outcome. Int J Cardiol 2023:S0167-5273(23)00612-5. [PMID: 37119942 DOI: 10.1016/j.ijcard.2023.04.049] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 04/21/2023] [Accepted: 04/26/2023] [Indexed: 05/01/2023]
Abstract
BACKGROUND Acute Kidney Injury (AKI) represents a major complication of acute heart failure and cardiogenic shock (CS). There is a paucity of data on AKI complicating acutely decompensated heart failure patients presenting with CS (ADHF-CS). We aimed to investigate AKI prevalence, risk factors and outcomes in this subgroup of patients. METHODS Retrospective observational study on patients admitted for ADHF-CS to our 12-bed Intensive Care Unit (ICU), between January 2010 and December 2019. Demographic, clinical, and biochemical variables were collected at baseline and during hospital stay. RESULTS Eighty-eight patients were consecutively recruited. The predominant etiologies were idiopathic dilated cardiomyopathy (47%), followed by post-ischemic (24%). AKI was diagnosed in 70 (79.5%) of patients. Forty-three out of 70 patients met the criteria for AKI at ICU admission. On multivariate analysis, a central venous pressure (CVP) higher than 10 mmHg (OR 3.9; 95%CI 1.2-12.6; p = 0.025) and serum lactate higher than 3 mmol/L (OR 4.1; 95%CI 1.01-16.3; p = 0.048) were identified to be independently associated with AKI. Age and AKI stage were independent predictors of 90-day mortality. CONCLUSION AKI is a common and early complication of ADHF-CS. Venous congestion and severe hypoperfusion are risk factors for AKI development. Early detection and prevention of AKI could lead to better outcome in this clinical subgroup.
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Affiliation(s)
- Maurizio Bottiroli
- Department of Anesthesia, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.
| | - Angelo Calini
- "De Gasperis" Cardio Center, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Nuccia Morici
- Cardio-Respiratory Department, IRCCS Don Carlo Gnocchi Foundation, Milan, Italy
| | - Guido Tavazzi
- Department of Anesthesia, Critical Care and Pain Medicine, San Matteo Hospital, Pavia University, Pavia, Italy
| | | | - Clorinda Facciorusso
- Anesthesia and Critical Care Department, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Enrico Ammirati
- "De Gasperis" Cardio Center, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Claudio Russo
- "De Gasperis" Cardio Center, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Alberto Montoli
- Nephrology, Medical Department, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - Michele Mondino
- "De Gasperis" Cardio Center, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
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17
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Bernhardt AM, Copeland H, Deswal A, Gluck J, Givertz MM. The International Society for Heart and Lung Transplantation/Heart Failure Society of America Guideline on Acute Mechanical Circulatory Support. J Heart Lung Transplant 2023; 42:e1-e64. [PMID: 36805198 DOI: 10.1016/j.healun.2022.10.028] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Accepted: 10/28/2022] [Indexed: 02/08/2023] Open
Affiliation(s)
- Alexander M Bernhardt
- Department of Cardiovascular Surgery, University Heart and Vascular Center Hamburg, Hamburg, Germany.
| | - Hannah Copeland
- Department of Cardiac Surgery, Lutheran Health Physicians, Fort Wayne, Indiana
| | - Anita Deswal
- Department of Cardiology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jason Gluck
- Heart and Vascular Institute, Hartford Hospital, Hartford, Connecticut
| | - Michael M Givertz
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
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18
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Bernhardt AM, Copeland H, Deswal A, Gluck J, Givertz MM. The International Society for Heart and Lung Transplantation/Heart Failure Society of America Guideline on Acute Mechanical Circulatory Support. J Card Fail 2023; 29:304-374. [PMID: 36754750 DOI: 10.1016/j.cardfail.2022.11.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Alexander M Bernhardt
- Department of Cardiovascular Surgery, University Heart and Vascular Center Hamburg, Hamburg, Germany.
| | - Hannah Copeland
- Department of Cardiac Surgery, Lutheran Health Physicians, Fort Wayne, Indiana
| | - Anita Deswal
- Department of Cardiology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jason Gluck
- Heart and Vascular Institute, Hartford Hospital, Hartford, Connecticut
| | - Michael M Givertz
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
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Bochenek T, Sowula P, Rodak M, Rybicka-Musialik A, Gruchlik B, Mizia-Stec K. Retrospective Analysis of Intra-Aortic Balloon Pump Use in Cardiology Ward Patients Undergoing Coronary Angiography between 2012 and 2020. J Clin Med 2023; 12:1567. [PMID: 36836102 PMCID: PMC9962021 DOI: 10.3390/jcm12041567] [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: 01/06/2023] [Revised: 01/19/2023] [Accepted: 02/15/2023] [Indexed: 02/18/2023] Open
Abstract
We aimed to evaluate the rate and risk factors of in-hospital mortality in patients undergoing coronary angiography/angioplasty with IABP use as support. We included 214 patients (mean age: 67.5 ± 7.5 years, M/F: 143/71) with an IABP used as the periprocedural support between 2012 and 2020. The main indications for an IABP were cardiogenic shock (143 pts; 66.8%: 55 survivors (51.9%)/88 non-survivors (81.5%); p < 0.001) and infarction with an initial significant impairment of ventricular function (34 pts; 15.9%: 21 (19.8%)/13 (12%); p = 0.12). In-hospital death was the endpoint of this study. In-hospital death occurred in 108 (50.5%, M/F: 69.4%/30.6%) patients. The mean hospitalization time was 7 days (2-13); deaths occurred more frequently on the first day after the procedure (1 (1-3 days) vs. 3 (1-8), p < 0.001); and the mean hospitalization time was 2 days (1-6) for non-survivors vs. 11 days (7-17) for survivors (p < 0.001). Regarding the patients who did not survive, they were older (69 vs. 66.5, p = 0.043), their LVEF was lower (0-15%: 15 (13.9%) vs. 12 (11.3%); 16-40%: 73 (67.6%) vs. 65 (61.3%); >40%: 14 (13%) vs. 29 (27.4%); p = 0.007), and hyperlipidemia was less common (30 (27.8%) vs. 55 (51.9%) pts, p = 0.001) than in those who survived. The IABP is still a method for cardiac support; however, mortality limits its use.
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Affiliation(s)
- Tomasz Bochenek
- First Department of Cardiology, School of Medicine in Katowice, Medical University of Silesia, 40055 Katowice, Poland
- Upper-Silesian Medical Center, 40635 Katowice, Poland
| | - Patrycja Sowula
- First Department of Cardiology, School of Medicine in Katowice, Medical University of Silesia, 40055 Katowice, Poland
| | - Małgorzata Rodak
- First Department of Cardiology, School of Medicine in Katowice, Medical University of Silesia, 40055 Katowice, Poland
| | | | | | - Katarzyna Mizia-Stec
- First Department of Cardiology, School of Medicine in Katowice, Medical University of Silesia, 40055 Katowice, Poland
- Upper-Silesian Medical Center, 40635 Katowice, Poland
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20
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Cheng W, Fuernau G, Desch S, Freund A, Feistritzer HJ, Pöss J, Buettner P, Thiele H. Circulating Monocyte Chemoattractant Protein-1 in Patients with Cardiogenic Shock Complicating Acute Myocardial Infarction Treated with Mild Hypothermia: A Biomarker Substudy of SHOCK-COOL Trial. J Cardiovasc Dev Dis 2022; 9:jcdd9080280. [PMID: 36005444 PMCID: PMC9410223 DOI: 10.3390/jcdd9080280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 08/17/2022] [Accepted: 08/18/2022] [Indexed: 11/16/2022] Open
Abstract
Background: There is evidence that monocyte chemoattractant protein-1 (MCP-1) levels reflect the intensity of the inflammatory response in patients with cardiogenic shock (CS) complicating acute myocardial infarction (AMI) and have a predictive value for clinical outcomes. However, little is known about the effect of mild therapeutic hypothermia (MTH) on the inflammatory response in patients with CS complicating AMI. Therefore, we conducted a biomarker study to investigate the effect of MTH on MCP-1 levels in patients with CS complicating AMI. Methods: In the randomized mild hypothermia in cardiogenic shock (SHOCK-COOL) trial, 40 patients with CS complicating AMI were enrolled and assigned to MTH (33 °C) for 24 h or normothermia at a 1:1 ratio. Blood samples were collected at predefined time points at the day of admission/day 1, day 2 and day 3. Differences in MCP-1 levels between and within the MTH and normothermia groups were assessed. Additionally, the association of MCP-1 levels with the risk of all-cause mortality at 30 days was analyzed. Missing data were accounted for by multiple imputation as sensitivity analyses. Results: There were differences in MCP-1 levels over time between patients in MTH and normothermia groups (P for interaction = 0.013). MCP-1 levels on day 3 were higher than on day 1 in the MTH group (day 1 vs day 3: 21.2 [interquartile range, 0.25–79.9] vs. 125.7 [interquartile range, 87.3–165.4] pg/mL; p = 0.006) and higher than in the normothermia group at day 3 (MTH 125.7 [interquartile range, 87.3–165.4] vs. normothermia 12.3 [interquartile range, 0–63.9] pg/mL; p = 0.011). Irrespective of therapy, patients with higher levels of MCP-1 at hospitalization tended to have a decreased risk of all-cause mortality at 30 days (HR, 2.61; 95% CI 0.997–6.83; p = 0.051). Conclusions: The cooling phase of MTH had no significant effect on MCP-1 levels in patients with CS complicating AMI compared to normothermic control, whereas MCP-1 levels significantly increased after rewarming. Trial registration: NCT01890317.
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Affiliation(s)
- Wenke Cheng
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, 04289 Leipzig, Germany
- Medical Faculty, University of Leipzig, 04103 Leipzig, Germany
| | - Georg Fuernau
- Clinic for Internal Medicine II (Cardiology, Angiology, Diabetology, Intensive Care Medicine), Dessau Community General Hospital, 06847 Dessau-Rosslau, Germany
| | - Steffen Desch
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, 04289 Leipzig, Germany
| | - Anne Freund
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, 04289 Leipzig, Germany
| | - Hans-Josef Feistritzer
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, 04289 Leipzig, Germany
| | - Janine Pöss
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, 04289 Leipzig, Germany
| | - Petra Buettner
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, 04289 Leipzig, Germany
| | - Holger Thiele
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, 04289 Leipzig, Germany
- Correspondence:
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Rodenas-Alesina E, Wang VN, Brahmbhatt DH, Scolari FL, Mihajlovic V, Fung NL, Otsuki M, Billia F, Overgaard CB, Luk A. CALL-K score: predicting the need for renal replacement therapy in cardiogenic shock. EUROPEAN HEART JOURNAL. ACUTE CARDIOVASCULAR CARE 2022; 11:377-385. [PMID: 35303055 DOI: 10.1093/ehjacc/zuac024] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 02/07/2022] [Accepted: 02/16/2022] [Indexed: 06/14/2023]
Abstract
AIMS The clinical predictors and outcomes of patients with cardiogenic shock (CS) requiring renal replacement therapy (RRT) have not been studied previously. This study assesses the impact of RRT on mortality in patients with CS and aims to identify clinical factors that contribute to the need of RRT. METHODS AND RESULTS Consecutive patients presenting with CS were included from a prospective registry of cardiac intensive care unit admissions at a single institution between 2014 and 2020. Of the 1030 patients admitted with CS, 123 (11.9%) received RRT. RRT was associated with higher 1-year mortality [adjusted hazard ratio = 1.62, 95% confidence interval (CI) 1.02-2.14], and a higher in-hospital incidence of sepsis [risk ratio = 2.76, P < 0.001], and pneumonia (risk ratio = 2.9, P = 0.001). Those who received RRT were less likely to receive guideline-directed medical treatment at time of discharge, undergo heart transplantation (2.4% vs. 11.5%, P = 0.002) or receive a durable left ventricular assist device (0.0% vs. 11.6%, P < 0.001). Five variables at admission best predicted the need for RRT (age, lactate, haemoglobin, use of pre-admission loop diuretics, and admission estimated glomerular filtration rate) and were used to generate the CALL-K 9-point risk score, with better discrimination than creatinine alone (P = 0.008). The score was internally validated (area under the curve = 0.815, 95% CI 0.739-0.835) with good calibration (Hosmer-Lemeshow P = 0.827). CONCLUSIONS RRT is associated with worse outcomes, including a lower likelihood to receive advanced heart failure therapies in patients with CS. A risk score comprising five variables routinely collected at admission can accurately estimate the risk of needing RRT.
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Affiliation(s)
- Eduard Rodenas-Alesina
- Division of Cardiology, Department of Medicine, Peter Munk Cardiac Centre, University Health Network, University of Toronto, 585 University Avenue, 4N 478, Toronto, ON M5G 2N2, Canada
- Ted Rogers Centre for Heart Research, 661 University Avenue, Toronto, ON M5G 1X8, Canada
| | - Vicki N Wang
- Division of Cardiology, Department of Medicine, Peter Munk Cardiac Centre, University Health Network, University of Toronto, 585 University Avenue, 4N 478, Toronto, ON M5G 2N2, Canada
- Ted Rogers Centre for Heart Research, 661 University Avenue, Toronto, ON M5G 1X8, Canada
| | - Darshan H Brahmbhatt
- Division of Cardiology, Department of Medicine, Peter Munk Cardiac Centre, University Health Network, University of Toronto, 585 University Avenue, 4N 478, Toronto, ON M5G 2N2, Canada
- Ted Rogers Centre for Heart Research, 661 University Avenue, Toronto, ON M5G 1X8, Canada
- National Heart & Lung Institute, Imperial College London, Royal Brompton Campus, Dovehouse Street, London, SW3 6LY, UK
| | - Fernando Luis Scolari
- Division of Cardiology, Department of Medicine, Peter Munk Cardiac Centre, University Health Network, University of Toronto, 585 University Avenue, 4N 478, Toronto, ON M5G 2N2, Canada
- Ted Rogers Centre for Heart Research, 661 University Avenue, Toronto, ON M5G 1X8, Canada
| | - Vesna Mihajlovic
- Division of Cardiology, Department of Medicine, Peter Munk Cardiac Centre, University Health Network, University of Toronto, 585 University Avenue, 4N 478, Toronto, ON M5G 2N2, Canada
- Ted Rogers Centre for Heart Research, 661 University Avenue, Toronto, ON M5G 1X8, Canada
| | - Nicole L Fung
- Division of Cardiology, Department of Medicine, Peter Munk Cardiac Centre, University Health Network, University of Toronto, 585 University Avenue, 4N 478, Toronto, ON M5G 2N2, Canada
| | - Madison Otsuki
- Division of Cardiology, Department of Medicine, Peter Munk Cardiac Centre, University Health Network, University of Toronto, 585 University Avenue, 4N 478, Toronto, ON M5G 2N2, Canada
| | - Filio Billia
- Division of Cardiology, Department of Medicine, Peter Munk Cardiac Centre, University Health Network, University of Toronto, 585 University Avenue, 4N 478, Toronto, ON M5G 2N2, Canada
- Ted Rogers Centre for Heart Research, 661 University Avenue, Toronto, ON M5G 1X8, Canada
| | - Christopher B Overgaard
- Division of Cardiology, Department of Medicine, Peter Munk Cardiac Centre, University Health Network, University of Toronto, 585 University Avenue, 4N 478, Toronto, ON M5G 2N2, Canada
- Ted Rogers Centre for Heart Research, 661 University Avenue, Toronto, ON M5G 1X8, Canada
- Southlake Regional Health Centre, 596 Davis Dr, Newmarket, ON L3Y 2P9, Canada
| | - Adriana Luk
- Division of Cardiology, Department of Medicine, Peter Munk Cardiac Centre, University Health Network, University of Toronto, 585 University Avenue, 4N 478, Toronto, ON M5G 2N2, Canada
- Ted Rogers Centre for Heart Research, 661 University Avenue, Toronto, ON M5G 1X8, Canada
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22
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Muzafarova T, Motovska Z. Laboratory Predictors of Prognosis in Cardiogenic Shock Complicating Acute Myocardial Infarction. Biomedicines 2022; 10:1328. [PMID: 35740350 PMCID: PMC9220203 DOI: 10.3390/biomedicines10061328] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 05/29/2022] [Accepted: 06/01/2022] [Indexed: 12/02/2022] Open
Abstract
Cardiogenic shock is a state of reduced cardiac output leading to hypotension, pulmonary congestion, and hypoperfusion of tissues and vital organs. Despite the advances in intensive care over the last years, the morbidity and mortality of patients remain high. The available studies of patients with cardiogenic shock suggest a connection between clinical variables, the level of biomarkers, the results of imaging investigations, strategies of management and the outcome of this group of patients. The management of patients with cardiogenic shock initially complicating acute myocardial infarction is challenging, and the number of studies in this area is growing fast. The purpose of this review is to summarize the currently available evidence on cardiogenic shock initially complicating acute myocardial infarction with particular attention to predictors of prognosis, focusing on laboratory variables (established and new), and to discuss the practical implementation. Currently available scoring systems developed during the past few decades predict the clinical outcome of this group of patients using some of the established biomarkers among other variables. With the new laboratory biomarkers that have shown their predictive value in cardiogenic shock outcomes, a new design of scoring systems would be of interest. Identifying high-risk patients offers the opportunity for early decision-making.
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Affiliation(s)
| | - Zuzana Motovska
- Cardiocenter, Third Faculty of Medicine Charles University and University Hospital Kralovske Vinohrady, 10034 Prague, Czech Republic;
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23
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Mathew R, Fernando SM, Hu K, Parlow S, Di Santo P, Brodie D, Hibbert B. Optimal Perfusion Targets in Cardiogenic Shock. JACC. ADVANCES 2022; 1:100034. [PMID: 38939320 PMCID: PMC11198174 DOI: 10.1016/j.jacadv.2022.100034] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 04/26/2022] [Accepted: 04/27/2022] [Indexed: 06/29/2024]
Abstract
Cardiology shock is a syndrome of low cardiac output resulting in end-organ dysfunction. Few interventions have demonstrated meaningful clinical benefit, and cardiogenic shock continues to carry significant morbidity with mortality rates that have plateaued at upwards of 40% over the past decade. Clinicians must rely on clinical, biochemical, and hemodynamic parameters to guide resuscitation. Several features, including physical examination, renal function, serum lactate metabolism, venous oxygen saturation, and hemodynamic markers of right ventricular function, may be useful both as prognostic markers and to guide therapy. This article aims to review these targets, their utility in the care of patients with cardiology shock, and their association with outcomes.
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Affiliation(s)
- Rebecca Mathew
- Division of Cardiology, University of Ottawa, Ottawa, Ontario, Canada
- CAPITAL Research Group, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | - Shannon M. Fernando
- Division of Critical Care, Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Kira Hu
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Simon Parlow
- Division of Cardiology, University of Ottawa, Ottawa, Ontario, Canada
- CAPITAL Research Group, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Pietro Di Santo
- Division of Cardiology, University of Ottawa, Ottawa, Ontario, Canada
- CAPITAL Research Group, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Daniel Brodie
- Division of Pulmonary, Allergy, and Critical Care Medicine, Columbia University College of Physicians and Surgeons, New York, New York, USA
- Center for Acute Respiratory Failure, New York-Presbyterian Hospital, New York, New York, USA
| | - Benjamin Hibbert
- Division of Cardiology, University of Ottawa, Ottawa, Ontario, Canada
- CAPITAL Research Group, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, Ontario, Canada
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Lai W, Zhao X, Huang Z, Xie Y, Yu S, Tu J, Guo D, Xiu J, Mai Z, Li Q, Huang H, Li H, Xu JY, Lu H, Chen G, Chen S, Liu J, Liu Y. Elevation of Preprocedural Systemic Immune Inflammation Level Increases the Risk of Contrast-Associated Acute Kidney Injury Following Coronary Angiography: A Multicenter Cohort Study. J Inflamm Res 2022; 15:2959-2969. [PMID: 35602662 PMCID: PMC9116410 DOI: 10.2147/jir.s364915] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 05/04/2022] [Indexed: 11/23/2022] Open
Abstract
Background Inflammation and immune responses play an important role in the pathophysiology of contrast-associated acute kidney injury (CA-AKI), and systemic immune inflammation index (SII) has recently emerged as a new parameter for immune and inflammatory response evaluation. However, limited research has been undertaken to explore the relationship between SII and CA-AKI following coronary angiography (CAG). Patients and Methods From January 2007 to December 2020, 46,333 patients undergoing CAG were included from 5 Chinese tertiary hospitals. SII was calculated as total peripheral platelets count × neutrophil-to-lymphocyte ratio. Patients were categorized by preprocedural SII quartiles: Q1 ≤404.5, Q2 >404.5 and ≤631.7, Q3 >631.7 and ≤1082.8, Q4 >1082.8. Univariable and multivariable logistic regression were used to reveal the link between preprocedural SII and CA-AKI. Results A total of the 46,333 patients (62.9 ± 11.5 years, female 28.1%) were included in the study. The incidence of CA-AKI was 8.4% in Q1 group, 8.7% in Q2 group, 9.4% in Q3 group, 15.1% in Q4 group. In the multivariable model, comparing the highest (Q4 group) to lowest (Q1 group) SII level categories, preprocedural SII was related to a higher risk of CA-AKI after fully adjusting for well-known confounders, and there was no statistically difference in the other two SII level categories (Q2 and Q3 groups) compared with Q1 group (adjusted model 3: Q2 group: OR: 0.98, 95% CI: 0.87–1.11, P = 0.771; Q3 group: OR: 1.04, 95% CI: 0.92–1.18, P = 0.553; Q4: OR: 1.65, 95% CI: 1.45–1.88, p < 0.001; P for trend < 0.001). Similar results were found for all the subgroups analysis except for patients undergoing PCI, and the interaction analyses for age, PCI and AMI were significant. In addition, Kaplan–Meier curves demonstrated that the lowest quartile group showed the worst all-cause mortality in a significant SII level-dependent manner among the four groups (Log rank test; p < 0.0001). Conclusion Elevated preprocedural SII level was a significant and independent risk factor for CA-AKI following CAG. Higher-quality prospective studies are needed to validate the predictive value of SII for CA-AKI.
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Affiliation(s)
- Wenguang Lai
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, People’s Republic of China
| | - Xiaoli Zhao
- Department of Cardiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Zhidong Huang
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China
| | - Yun Xie
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, People’s Republic of China
| | - Sijia Yu
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, People’s Republic of China
| | - Jiabin Tu
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, 364000, People’s Republic of China
| | - Dachuan Guo
- Department of Cardiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People’s Republic of China
| | - Jiaming Xiu
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, 364000, People’s Republic of China
| | - Ziling Mai
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, People’s Republic of China
| | - Qiang Li
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China
| | - Haozhang Huang
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, People’s Republic of China
| | - Huanqiang Li
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China
| | - Jun-Yan Xu
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China
- Ministry of Education, Key Laboratory of Hainan Trauma and Disaster Rescue, College of Emergency and Trauma, Hainan Medical University, Haikou, 571199, People’s Republic of China
| | - Hongyu Lu
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China
| | - Guanzhong Chen
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China
| | - Shiqun Chen
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China
| | - Jin Liu
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China
| | - Yong Liu
- Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China
- Correspondence: Yong Liu; Jin Liu, Department of Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, People’s Republic of China, Email ;
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26
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Lassus J, Tarvasmäki T, Tolppanen H. Biomarkers in cardiogenic shock. Adv Clin Chem 2022; 109:31-73. [DOI: 10.1016/bs.acc.2022.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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27
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Wang J, Shen B, Feng X, Zhang Z, Liu J, Wang Y. A Review of Prognosis Model Associated With Cardiogenic Shock After Acute Myocardial Infarction. Front Cardiovasc Med 2021; 8:754303. [PMID: 34957245 PMCID: PMC8702644 DOI: 10.3389/fcvm.2021.754303] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 10/21/2021] [Indexed: 01/08/2023] Open
Abstract
Objective: Cardiogenic shock seriously affects the survival rate of patients. However, few prognostic models are concerned with the score of cardiogenic shock, and few clinical studies have validated it. In order to optimize the diagnosis and treatment of myocardial infarction complicated with cardiogenic shock and facilitate the classification of clinical trials, the prognosis score model is urgently needed. Methods: Cardiogenic shock, severe case, prognosis score, myocardial infarction and external verification were used as the search terms to search PubMed, Embase, Web of Science, Cochrane, EBSCO (Medline), Scopus, BMC, NCBI, Oxford Academy, Science Direct, and other databases for pertinent studies published up until 1 August 2021. There are no restrictions on publication status and start date. Filter headlines and abstracts to find articles that may be relevant. The list of references for major studies was reviewed to obtain more references. Results and Conclusions: The existing related models are in urgent need of more external clinical verifications. In the meanwhile, with the development of molecular omics and the clinical need for optimal treatment of CS, it is urgent to establish a prognosis model with higher differentiation and coincidence rates.
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Affiliation(s)
| | | | | | | | | | - Yushi Wang
- Department of Cardiology, The First Hospital of Jilin University, Changchun, China
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Predictors of mortality following extracorporeal membrane oxygenation support in an unselected, critically ill patient population. ADVANCES IN INTERVENTIONAL CARDIOLOGY 2021; 17:290-297. [PMID: 34819965 PMCID: PMC8596723 DOI: 10.5114/aic.2021.109149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 06/18/2021] [Indexed: 11/30/2022] Open
Abstract
Introduction Mechanical circulatory support (MCS) has been established as a means of augmenting circulation in patients with critically decreased systolic function due to a variety of underlying clinical reasons. Different methods of MCS may be used, with the venous-arterial extracorporeal membrane oxygenation system (VA-ECMO) being one of the most utilized devices in everyday care. Aim To determine independent predictors influencing mortality outcomes following VA-ECMO therapy in a large, unselected, adult, critically ill patient population in cardiogenic shock (CS). Material and methods Data on 235 consecutive, real-world VA-ECMO treatments were assessed. Analysis was conducted for all subjects requiring MCS with the VA-ECMO as the first instalment, regardless of underlying cause or eventual upgrade. All potential clinical factors influencing mortality were examined and evaluated. Results Overall mortality was ~66% at median 28 days follow-up and significantly depended upon pH < 7.3 (HR = 3.56; p < 0.001), and age ≥ 65 years (HR = 1.96; p = 0.001). Acute coronary syndrome (ACS) as an indication for VA-ECMO displayed a nearly significant value (HR = 1.44; p = 0.07). Heart transplant (hTX) primary graft failure as an indication for the VA-ECMO displayed a clearly favorable outcome (HR = 0.51, p = 0.025); all data based on multivariate Cox regression analysis. Conclusions Mortality in patients requiring VA-ECMO remains high. We conclude that only decreased pH values and advanced age clearly influence mortality in this MCS scenario. ACS also bodes unfavorably, whereas hTX as an indication clearly shows better survival.
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Sheikh O, Nguyen T, Bansal S, Prasad A. Acute kidney injury in cardiogenic shock: A comprehensive review. Catheter Cardiovasc Interv 2021; 98:E91-E105. [PMID: 32725874 DOI: 10.1002/ccd.29141] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Revised: 05/14/2020] [Accepted: 06/27/2020] [Indexed: 11/09/2022]
Abstract
Acute kidney injury (AKI) is an ominous predictor of mortality in cardiogenic shock. The present review examines the pathophysiology of AKI in cardiogenic shock (CS), summarizes the pertinent literature including the diagnostic criteria/definitions for AKI and possible role of biomarkers, and identifies risk factors and possible therapeutic interventions for AKI in CS. Our review finds that AKI is common in patients with CS and is associated with increased morbidity and mortality. Urinary biomarkers of renal tubular injury appear more sensitive for detection of AKI but have yet to be incorporated into daily practice. Emerging data would suggest vasopressor choices, mechanical circulatory support, and renal replacement therapy may have important therapeutic roles in the management of CS.
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Affiliation(s)
- Omar Sheikh
- Division of Cardiology, Department of Medicine, The University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Tung Nguyen
- Division of Cardiology, Department of Medicine, The University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Shweta Bansal
- Division of Nephrology, Department of Medicine, The University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Anand Prasad
- Division of Cardiology, Department of Medicine, The University of Texas Health Science Center at San Antonio, San Antonio, Texas
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30
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Ceglarek U, Schellong P, Rosolowski M, Scholz M, Willenberg A, Kratzsch J, Zeymer U, Fuernau G, de Waha-Thiele S, Büttner P, Jobs A, Freund A, Desch S, Feistritzer HJ, Isermann B, Thiery J, Pöss J, Thiele H. The novel cystatin C, lactate, interleukin-6, and N-terminal pro-B-type natriuretic peptide (CLIP)-based mortality risk score in cardiogenic shock after acute myocardial infarction. Eur Heart J 2021; 42:2344-2352. [PMID: 33647946 DOI: 10.1093/eurheartj/ehab110] [Citation(s) in RCA: 66] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 12/21/2020] [Accepted: 02/10/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Cardiogenic shock (CS) complicating acute myocardial infarction (AMI) still reaches excessively high mortality rates. This analysis is aimed to develop a new easily applicable biomarker-based risk score. METHODS AND RESULTS A biomarker-based risk score for 30-day mortality was developed from 458 patients with CS complicating AMI included in the randomized CULPRIT-SHOCK trial. The selection of relevant predictors and the coefficient estimation for the prognostic model were performed by a penalized multivariate logistic regression analysis. Validation was performed internally, internally externally as well as externally in 163 patients with CS included in the randomized IABP-SHOCK II trial. Blood samples were obtained at randomization. The two trials are registered with ClinicalTrials.gov (NCT01927549 and NCT00491036), are closed to new participants, and follow-up is completed. Out of 58 candidate variables, the four strongest predictors for 30-day mortality were included in the CLIP score (cystatin C, lactate, interleukin-6, and N-terminal pro-B-type natriuretic peptide). The score was well calibrated and yielded high c-statistics of 0.82 [95% confidence interval (CI) 0.78-0.86] in internal validation, 0.82 (95% CI 0.75-0.89) in internal-external (temporal) validation, and 0.73 (95% CI 0.65-0.81) in external validation. Notably, it outperformed the Simplified Acute Physiology Score II and IABP-SHOCK II risk score in prognostication (0.83 vs 0.62; P < 0.001 and 0.83 vs. 0.76; P = 0.03, respectively). CONCLUSIONS A biomarker-only score for 30-day mortality risk stratification in infarct-related CS was developed, extensively validated and calibrated in a prospective cohort of contemporary patients with CS after AMI. The CLIP score outperformed other clinical scores and may be useful as an early decision tool in CS.
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Affiliation(s)
- Uta Ceglarek
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital, P.-List-Str. 13, 04103 Leipzig, Germany
| | - Paul Schellong
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital, P.-List-Str. 13, 04103 Leipzig, Germany
| | - Maciej Rosolowski
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital, P.-List-Str. 13, 04103 Leipzig, Germany
| | - Markus Scholz
- Institute of Medical Informatics, Statistics and Epidemiology, University Leipzig, Germany
| | - Anja Willenberg
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital, P.-List-Str. 13, 04103 Leipzig, Germany
| | - Jürgen Kratzsch
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital, P.-List-Str. 13, 04103 Leipzig, Germany
| | - Uwe Zeymer
- Klinikum Ludwigshafen und Institut für Herzinfarktforschung, Ludwigshafen, Germany
| | | | - Suzanne de Waha-Thiele
- University Heart Center Lübeck, Lübeck, Germany.,German Center for Cardiovascular Research (DZHK), Lübeck, Germany
| | - Petra Büttner
- Heart Center Leipzig at University of Leipzig, Department of Internal Medicine/Cardiology, Strümpellstr.. 39, 04289 Leipzig, and Leipzig Heart Institute, Leipzig, Germany
| | - Alexander Jobs
- German Center for Cardiovascular Research (DZHK), Lübeck, Germany.,Heart Center Leipzig at University of Leipzig, Department of Internal Medicine/Cardiology, Strümpellstr.. 39, 04289 Leipzig, and Leipzig Heart Institute, Leipzig, Germany
| | - Anne Freund
- Heart Center Leipzig at University of Leipzig, Department of Internal Medicine/Cardiology, Strümpellstr.. 39, 04289 Leipzig, and Leipzig Heart Institute, Leipzig, Germany
| | - Steffen Desch
- German Center for Cardiovascular Research (DZHK), Lübeck, Germany.,Heart Center Leipzig at University of Leipzig, Department of Internal Medicine/Cardiology, Strümpellstr.. 39, 04289 Leipzig, and Leipzig Heart Institute, Leipzig, Germany
| | - Hans-Josef Feistritzer
- Heart Center Leipzig at University of Leipzig, Department of Internal Medicine/Cardiology, Strümpellstr.. 39, 04289 Leipzig, and Leipzig Heart Institute, Leipzig, Germany
| | - Berend Isermann
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital, P.-List-Str. 13, 04103 Leipzig, Germany
| | - Joachim Thiery
- Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University Hospital, P.-List-Str. 13, 04103 Leipzig, Germany
| | - Janine Pöss
- Heart Center Leipzig at University of Leipzig, Department of Internal Medicine/Cardiology, Strümpellstr.. 39, 04289 Leipzig, and Leipzig Heart Institute, Leipzig, Germany
| | - Holger Thiele
- Heart Center Leipzig at University of Leipzig, Department of Internal Medicine/Cardiology, Strümpellstr.. 39, 04289 Leipzig, and Leipzig Heart Institute, Leipzig, Germany
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31
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Wada H, Ogita M, Suwa S, Nakao K, Ozaki Y, Kimura K, Ako J, Noguchi T, Yasuda S, Fujimoto K, Nakama Y, Morita T, Shimizu W, Saito Y, Hirohata A, Morita Y, Inoue T, Okamura A, Mano T, Wake M, Tanabe K, Shibata Y, Owa M, Tsujita K, Funayama H, Kokubu N, Kozuma K, Uemura S, Tobaru T, Saku K, Oshima S, Nishimura K, Miyamoto Y, Ogawa H, Ishihara M. Long-Term Clinical Impact of Cardiogenic Shock and Heart Failure on Admission for Acute Myocardial Infarction. Int Heart J 2021; 62:520-527. [PMID: 33994511 DOI: 10.1536/ihj.20-646] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Long-term clinical outcomes among patients with cardiogenic shock (CS) and heart failure (HF) who survive the early phase of acute myocardial infarction (AMI) remain uncertain. We investigated 3283 consecutive patients with AMI, selected from a prospective, nation-wide multicenter registry (J-MINUET) database comprising 28 institutions in Japan between July 2012 and March 2014. The 3263 eligible patients were divided into the following three groups: CS-/HF- group (n = 2467, 75.6%); CS-/HF+ group (n = 479, 14.7%); and CS+ group (n = 317, 9.7%). The thirty-day mortality rate in CS+ patients was 32.8%, significantly higher than in CS- patients. Among CS+ patients, multivariate logistic regression analysis identified statin use before admission (Odds ratio (OR) 0.32, 95% confidence interval (CI) 0.14-0.66, P = 0.002), renal deficiency (OR 8.72, 95%CI 2.81-38.67, P < 0.0001) and final thrombolysis in myocardial infarction flow grade (OR 0.42, 95%CI 0.18-0.99, P = 0.046) were associated with 30-day mortality. Landmark Kaplan-Meier analysis showed that mortality rates after 30 days were comparable between CS+ and CS-/HF+ groups but were lower in the CS-/HF- group. Multivariate Cox hazard analysis also showed that hazard risk of mortality after 30 days was comparable between the CS+ and CS-/HF+ groups (Hazard ratio (HR) 1.03, 95%CI 0.63-1.68, P = 0.90), and significantly lower in the CS-/HF- group (HR 0.44, 95%CI 0.32-059, P < 0.0001). In conclusion, AMI patients with CS who survived 30 days experienced worse long-term outcomes compared with those without CS up to 3 years. Attention is required for patients who show HF on admission without CS to improve long-term AMI outcomes.
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Affiliation(s)
- Hideki Wada
- Department of Cardiology, Juntendo University Shizuoka Hospital
| | - Manabu Ogita
- Department of Cardiology, Juntendo University Shizuoka Hospital
| | - Satoru Suwa
- Department of Cardiology, Juntendo University Shizuoka Hospital
| | - Koichi Nakao
- Division of Cardiology, Saiseikai Kumamoto Hospital Cardiovascular Center
| | - Yukio Ozaki
- Department of Cardiology, Fujita Health University Hospital
| | - Kazuo Kimura
- Division of Cardiology, Yokohama City University Medical Center
| | - Junya Ako
- Department of Cardiovascular Medicine, Kitasato University
| | - Teruo Noguchi
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center
| | - Satoshi Yasuda
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center
| | - Kazuteru Fujimoto
- Department of Cardiology, National Hospital Organization Kumamoto Medical Center
| | | | | | - Wataru Shimizu
- Department of Cardiovascular Medicine, Nippon Medical School
| | - Yoshihiko Saito
- First Department of Internal Medicine, Nara Medical University
| | - Atsushi Hirohata
- Department of Cardiovascular Medicine, The Sakakibara Heart Institute of Okayama
| | | | - Teruo Inoue
- Department of Cardiovascular Medicine, Dokkyo Medical University
| | | | | | - Minoru Wake
- Department of Cardiology, Okinawa Prefectural Chubu Hospital
| | - Kengo Tanabe
- Division of Cardiology, Mitsui Memorial Hospital
| | | | - Mafumi Owa
- Department of Cardiovascular Medicine, Suwa Red Cross Hospital
| | - Kenichi Tsujita
- Department of Cardiovascular Medicine, Graduate School of Medical Sciences, Kumamoto University
| | - Hiroshi Funayama
- Department of Integrated Medicine, Saitama Medical Center, Jichi Medical University
| | - Nobuaki Kokubu
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University
| | - Ken Kozuma
- Department of Cardiology, Teikyo University
| | - Shiro Uemura
- Department of Cardiology, Kawasaki Medical School
| | | | - Keijiro Saku
- Department of Cardiology, Fukuoka University School of Medicine
| | - Shigeru Oshima
- Department of Cardiology, Gunma Prefectural Cardiovascular Center
| | - Kunihiro Nishimura
- Department of Preventive Medicine and Epidemiologic Informatics, National Cerebral and Cardiovascular Center
| | - Yoshihiro Miyamoto
- Department of Preventive Medicine and Epidemiologic Informatics, National Cerebral and Cardiovascular Center
| | - Hisao Ogawa
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center
| | - Masaharu Ishihara
- Department of Cardiovascular and Renal Medicine, Hyogo College of Medicine
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Ghionzoli N, Sciaccaluga C, Mandoli GE, Vergaro G, Gentile F, D'Ascenzi F, Mondillo S, Emdin M, Valente S, Cameli M. Cardiogenic shock and acute kidney injury: the rule rather than the exception. Heart Fail Rev 2021; 26:487-496. [PMID: 33006038 PMCID: PMC8024234 DOI: 10.1007/s10741-020-10034-0] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/23/2020] [Indexed: 01/21/2023]
Abstract
Cardiogenic shock (CS) is a life-threatening condition of poor end-organ perfusion, caused by any cardiovascular disease resulting in a severe depression of cardiac output. Despite recent advances in replacement therapies, the outcome of CS is still poor, and its management depends more on empirical decisions rather than on evidence-based strategies. By its side, acute kidney injury (AKI) is a frequent complication of CS, resulting in the onset of a cardiorenal syndrome. The combination of CS with AKI depicts a worse clinical scenario and holds a worse prognosis. Many factors can lead to acute renal impairment in the setting of CS, either for natural disease progression or for iatrogenic causes. This review aims at collecting the current evidence-based acknowledgments in epidemiology, pathophysiology, clinical features, diagnosis, and management of CS with AKI. We also attempted to highlight the major gaps in evidence as well as to point out possible strategies to improve the outcome.
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Affiliation(s)
- N Ghionzoli
- Department of Medical Biotechnologies, Division of Cardiology, University of Siena, Policlinico Le Scotte, Viale Bracci 16, Siena, Italy.
| | - C Sciaccaluga
- Department of Medical Biotechnologies, Division of Cardiology, University of Siena, Policlinico Le Scotte, Viale Bracci 16, Siena, Italy
| | - G E Mandoli
- Department of Medical Biotechnologies, Division of Cardiology, University of Siena, Policlinico Le Scotte, Viale Bracci 16, Siena, Italy
| | - G Vergaro
- Institute of Life Sciences, Scuola Superiore Sant'Anna, Pisa, Italy
- Division of Cardiology and Cardiovascular Medicine, Fondazione Toscana Gabriele Monasterio, Pisa, Italy
| | - F Gentile
- Division of Cardiology and Cardiovascular Medicine, Fondazione Toscana Gabriele Monasterio, Pisa, Italy
| | - F D'Ascenzi
- Department of Medical Biotechnologies, Division of Cardiology, University of Siena, Policlinico Le Scotte, Viale Bracci 16, Siena, Italy
| | - S Mondillo
- Department of Medical Biotechnologies, Division of Cardiology, University of Siena, Policlinico Le Scotte, Viale Bracci 16, Siena, Italy
| | - M Emdin
- Institute of Life Sciences, Scuola Superiore Sant'Anna, Pisa, Italy
- Division of Cardiology and Cardiovascular Medicine, Fondazione Toscana Gabriele Monasterio, Pisa, Italy
| | - S Valente
- Department of Medical Biotechnologies, Division of Cardiology, University of Siena, Policlinico Le Scotte, Viale Bracci 16, Siena, Italy
| | - M Cameli
- Department of Medical Biotechnologies, Division of Cardiology, University of Siena, Policlinico Le Scotte, Viale Bracci 16, Siena, Italy
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Krajnak K, Kan H, Russ KA, McKinney W, Waugh S, Zheng W, Kashon ML, Johnson C, Cumpston J, Fedan JS. Biological effects of inhaled hydraulic fracturing sand dust. VI. Cardiovascular effects. Toxicol Appl Pharmacol 2020; 406:115242. [PMID: 32931794 DOI: 10.1016/j.taap.2020.115242] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 08/27/2020] [Accepted: 09/09/2020] [Indexed: 12/24/2022]
Abstract
Hydraulic fracturing is used to access oil and natural gas reserves. This process involves the high-pressure injection of fluid to fracture shale. Fracking fluid contains approximately 95% water, chemicals and 4.5% fracking sand. Workers may be exposed to fracking sand dust (FSD) during the manipulation of the sand, and negative health consequences could occur if FSD is inhaled. In the absence of any information about its potential toxicity, a comprehensive rat animal model study (see Fedan et al., 2020) was designed to investigate the bioactivities of several FSDs in comparison to MIN-U-SIL® 5, a respirable α-quartz reference dust used in previous animal models of silicosis, in several organ systems. The goal of this study was to assess the effects of inhalation of one FSD, i.e., FSD 8, on factors and tissues that affect cardiovascular function. Male rats were exposed to 10 or 30 mg/m3 FSD (6 h/d for 4 d) by whole body inhalation, with measurements made 1, 7 or 27 d post-exposure. One day following exposure to 10 mg/m3 FSD the sensitivity to phenylephrine-induced vasoconstriction in tail arteries in vitro was increased. FSD exposure at both doses resulted in decreases in heart rate (HR), HR variability, and blood pressure in vivo. FSD induced changes in hydrogen peroxide concentrations and transcript levels for pro-inflammatory factors in heart tissues. In kidney, expression of proteins indicative of injury and remodeling was reduced after FSD exposure. When analyzed using regression analysis, changes in proteins involved in repair and remodeling were correlated. Thus, it appears that inhalation of FSD does have some prolonged effects on cardiovascular, and, possibly, renal function. The findings also provide information regarding potential mechanisms that may lead to these changes, and biomarkers that could be examined to monitor physiological changes that could be indicative of impending cardiovascular dysfunction.
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Affiliation(s)
- Kristine Krajnak
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Morgantown, WV 26505, United States of America.
| | - Hong Kan
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Morgantown, WV 26505, United States of America
| | - Kristen A Russ
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Morgantown, WV 26505, United States of America
| | - Walter McKinney
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Morgantown, WV 26505, United States of America
| | - Stacey Waugh
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Morgantown, WV 26505, United States of America
| | - Wen Zheng
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Morgantown, WV 26505, United States of America
| | - Michael L Kashon
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Morgantown, WV 26505, United States of America
| | - Claud Johnson
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Morgantown, WV 26505, United States of America
| | - Jared Cumpston
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Morgantown, WV 26505, United States of America
| | - Jeffrey S Fedan
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Morgantown, WV 26505, United States of America
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Abstract
PURPOSE OF REVIEW Cardiogenic shock remains beside sudden cardiac death the most outcome relevant complication of acute myocardial infarction. Over the last two decades as confirmation of the benefit of early revascularization no further relevant improvement in outcome could be achieved. Biomarkers are important for diagnosis, monitoring, and management in cardiogenic shock patients. RECENT FINDINGS A bunch of different biomarkers have been associated with prognosis in patients with cardiogenic shock. In routine use standard parameters such as serum lactate or serum creatinine are still most important in monitoring these patients. These established markers outperformed novel markers in prognostic impact in recent trials. SUMMARY Biomarkers serve as important treatment targets and may help physicians in therapeutic decision-making. Furthermore, the complex pathophysiology of cardiogenic shock may be better understood by investigation of different biomarkers.
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Thiele H, Ohman EM, de Waha-Thiele S, Zeymer U, Desch S. Management of cardiogenic shock complicating myocardial infarction: an update 2019. Eur Heart J 2019; 40:2671-2683. [DOI: 10.1093/eurheartj/ehz363] [Citation(s) in RCA: 234] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Revised: 03/17/2019] [Accepted: 05/11/2019] [Indexed: 11/12/2022] Open
Abstract
Abstract
Cardiogenic shock (CS) remains the most common cause of death in patients admitted with acute myocardial infarction (AMI) and mortality remained nearly unchanged in the range of 40–50% during the last two decades. Early revascularization, vasopressors and inotropes, fluids, mechanical circulatory support, and general intensive care measures are widely used for CS management. However, there is only limited evidence for any of the above treatment strategies except for revascularization and the relative ineffectiveness of intra-aortic balloon pumping. This updated review will outline the management of CS complicating AMI with major focus on state-of-the art treatment.
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Affiliation(s)
- Holger Thiele
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Strümpellstr. 39, 04289 Leipzig, Germany
- Leipzig Heart Institute, Russenstr. 69a, 04289 Leipzig, Germany
| | - E Magnus Ohman
- Duke Heart Center, Duke University Medical Center, Box 3126 DUMC, Durham, NC 27710, USA
| | - Suzanne de Waha-Thiele
- Department of Internal Medicine/Cardiology/Angiology/Intensive Care Medicine, University Heart Center Luebeck, Ratzeburger Allee 160, 23538 Lübeck, Germany
| | - Uwe Zeymer
- Klinikum Ludwigshafen, Medizinische Klinik B, Bremserstraße 79, D-67063 Ludwigshafen, Germany
| | - Steffen Desch
- Department of Internal Medicine/Cardiology, Heart Center Leipzig at University of Leipzig, Strümpellstr. 39, 04289 Leipzig, Germany
- Leipzig Heart Institute, Russenstr. 69a, 04289 Leipzig, Germany
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Rueda F, Borràs E, García-García C, Iborra-Egea O, Revuelta-López E, Harjola VP, Cediel G, Lassus J, Tarvasmäki T, Mebazaa A, Sabidó E, Bayés-Genís A. Protein-based cardiogenic shock patient classifier. Eur Heart J 2019; 40:2684-2694. [DOI: 10.1093/eurheartj/ehz294] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2018] [Revised: 01/04/2019] [Accepted: 04/19/2019] [Indexed: 11/15/2022] Open
Abstract
Abstract
Aims
Cardiogenic shock (CS) is associated with high short-term mortality and a precise CS risk stratification could guide interventions to improve patient outcome. Here, we developed a circulating protein-based score to predict short-term mortality risk among patients with CS.
Methods and results
Mass spectrometry analysis of 2654 proteins was used for screening in the Barcelona discovery cohort (n = 48). Targeted quantitative proteomics analyses (n = 51 proteins) were used in the independent CardShock cohort (n = 97) to derive and cross-validate the protein classifier. The combination of four circulating proteins (Cardiogenic Shock 4 proteins—CS4P), discriminated patients with low and high 90-day risk of mortality. CS4P comprises the abundances of liver-type fatty acid-binding protein, beta-2-microglobulin, fructose-bisphosphate aldolase B, and SerpinG1. Within the CardShock cohort used for internal validation, the C-statistic was 0.78 for the CardShock risk score, 0.83 for the CS4P model, and 0.84 (P = 0.033 vs. CardShock risk score) for the combination of CardShock risk score with the CS4P model. The CardShock risk score with the CS4P model showed a marked benefit in patient reclassification, with a net reclassification improvement (NRI) of 0.49 (P = 0.020) compared with CardShock risk score. Similar reclassification metrics were observed in the IABP-SHOCK II risk score combined with CS4P (NRI =0.57; P = 0.032). The CS4P patient classification power was confirmed by enzyme-linked immunosorbent assay (ELISA).
Conclusion
A new protein-based CS patient classifier, the CS4P, was developed for short-term mortality risk stratification. CS4P improved predictive metrics in combination with contemporary risk scores, which may guide clinicians in selecting patients for advanced therapies.
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Affiliation(s)
- Ferran Rueda
- Heart Institute, Hospital Universitari Germans Trias i Pujol, c/ Canyet SN, 08916 Badalona, Spain
- Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - Eva Borràs
- Proteomics Unit, Centre de Regulació Genòmica (CRG), Barcelona Institute of Science and Technology (BIST), Dr Aiguader 88, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Dr Aiguader 88, Barcelona, Spain
| | - Cosme García-García
- Heart Institute, Hospital Universitari Germans Trias i Pujol, c/ Canyet SN, 08916 Badalona, Spain
- Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - Oriol Iborra-Egea
- Heart Institute, Hospital Universitari Germans Trias i Pujol, c/ Canyet SN, 08916 Badalona, Spain
- Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - Elena Revuelta-López
- Heart Institute, Hospital Universitari Germans Trias i Pujol, c/ Canyet SN, 08916 Badalona, Spain
- Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - Veli-Pekka Harjola
- Emergency Medicine, Department of Emergency Medicine and Services, University of Helsinki, Helsinki University Hospital, Finland
| | - Germán Cediel
- Heart Institute, Hospital Universitari Germans Trias i Pujol, c/ Canyet SN, 08916 Badalona, Spain
- Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
| | - Johan Lassus
- Cardiology, University of Helsinki, Heart and Lung Center, Helsinki University Hospital, Finland
| | - Tuukka Tarvasmäki
- Cardiology, University of Helsinki, Heart and Lung Center, Helsinki University Hospital, Finland
| | - Alexandre Mebazaa
- U942 Inserm, University Paris Diderot, APHP Hôpitaux Universitaires Saint-Louis-Lariboisière, INI-CRCT, Paris, France
| | - Eduard Sabidó
- Proteomics Unit, Centre de Regulació Genòmica (CRG), Barcelona Institute of Science and Technology (BIST), Dr Aiguader 88, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Dr Aiguader 88, Barcelona, Spain
| | - Antoni Bayés-Genís
- Heart Institute, Hospital Universitari Germans Trias i Pujol, c/ Canyet SN, 08916 Badalona, Spain
- Department of Medicine, CIBERCV, Autonomous University of Barcelona, Barcelona, Spain
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The modern cardiovascular care unit: the cardiologist managing multiorgan dysfunction. Curr Opin Crit Care 2019; 24:300-308. [PMID: 29916835 DOI: 10.1097/mcc.0000000000000522] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
PURPOSE OF REVIEW Despite many advances in the management of critically ill patients, cardiogenic shock remains a challenge because it is associated with high mortality. Even if there is no universally accepted definition of cardiogenic shock, end-perfusion organ dysfunction is an obligatory and major criterion of its definition.Organ dysfunction is an indicator that cardiogenic shock is already at an advanced stage and is undergoing a rapid self-aggravating evolution. The aim of the review is to highlight the importance to diagnose and to manage the organ dysfunction occurring in the cardiogenic shock patients by providing the best literature published this year. RECENT FINDINGS The first step is to diagnose the organ dysfunction and to assess their severity. Echo has an important and increasing place regarding the assessment of end-organ impairment whereas no new biomarker popped up. SUMMARY In this review, we aimed to highlight for intensivists and cardiologists managing cardiogenic shock, the recent advances in the care of end-organ dysfunctions associated with cardiogenic shock. The management of organ dysfunction is based on the improvement of the cardiac function by etiologic therapy, inotropes and assist devices but will often necessitate organ supports in hospitals with the right level of equipment and multidisciplinary expertise.
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Baran DA, Grines CL, Bailey S, Burkhoff D, Hall SA, Henry TD, Hollenberg SM, Kapur NK, O'Neill W, Ornato JP, Stelling K, Thiele H, van Diepen S, Naidu SS. SCAI clinical expert consensus statement on the classification of cardiogenic shock: This document was endorsed by the American College of Cardiology (ACC), the American Heart Association (AHA), the Society of Critical Care Medicine (SCCM), and the Society of Thoracic Surgeons (STS) in April 2019. Catheter Cardiovasc Interv 2019; 94:29-37. [PMID: 31104355 DOI: 10.1002/ccd.28329] [Citation(s) in RCA: 436] [Impact Index Per Article: 72.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Accepted: 04/24/2019] [Indexed: 12/20/2022]
Abstract
BACKGROUND The outcome of cardiogenic shock complicating myocardial infarction has not appreciably changed in the last 30 years despite the development of various percutaneous mechanical circulatory support options. It is clear that there are varying degrees of cardiogenic shock but there is no robust classification scheme to categorize this disease state. METHODS A multidisciplinary group of experts convened by the Society for Cardiovascular Angiography and Interventions was assembled to derive a proposed classification schema for cardiogenic shock. Representatives from cardiology (interventional, advanced heart failure, noninvasive), emergency medicine, critical care, and cardiac nursing all collaborated to develop the proposed schema. RESULTS A system describing stages of cardiogenic shock from A to E was developed. Stage A is "at risk" for cardiogenic shock, stage B is "beginning" shock, stage C is "classic" cardiogenic shock, stage D is "deteriorating", and E is "extremis". The difference between stages B and C is the presence of hypoperfusion which is present in stages C and higher. Stage D implies that the initial set of interventions chosen have not restored stability and adequate perfusion despite at least 30 minutes of observation and stage E is the patient in extremis, highly unstable, often with cardiovascular collapse. CONCLUSION This proposed classification system is simple, clinically applicable across the care spectrum from pre-hospital providers to intensive care staff but will require future validation studies to assess its utility and potential prognostic implications.
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Affiliation(s)
- David A Baran
- Sentara Heart Hospital, Division of Cardiology, Advanced Heart Failure Center and Eastern Virginia Medical School, Norfolk, Virginia
| | - Cindy L Grines
- Department of Cardiology, Zucker School of Medicine at Hofstra/Northwell, North Shore University Hospital, Manhasset, New York
| | - Steven Bailey
- Department of Internal Medicine, LSU Health School of Medicine, Shreveport, Louisiana
| | | | | | - Timothy D Henry
- Lindner Research Center at the Christ Hospital, Cincinnati, Ohio
| | | | - Navin K Kapur
- The CardioVascular Center, Tufts Medical Center, Boston, Massachusetts
| | | | - Joseph P Ornato
- Virginia Commonwealth University Health System, Richmond, Virginia
| | - Kelly Stelling
- Sentara Heart Hospital, Division of Cardiology, Advanced Heart Failure Center and Eastern Virginia Medical School, Norfolk, Virginia
| | - Holger Thiele
- Heart Center Leipzig at University of Leipzig, Department of Internal Medicine/Cardiology, Leipzig, Germany
| | - Sean van Diepen
- Department of Critical Care Medicine and Division of Cardiology, University of Alberta, Edmonton, Canada
| | - Srihari S Naidu
- Westchester Medical Center and New York Medical College, Valhalla, New York
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Abstract
Although cardiogenic shock is uncommon in the emergency department, it is associated with high mortality. Most cardiogenic shock is caused by ischemia, but nonischemic etiologies are essential to recognize. Clinicians should optimize preload, contractility, and afterload. Volume-responsive patients should be resuscitated in small aliquots, although some patients may require diuresis to improve cardiac output. Vasopressors are important to restore end-organ perfusion, and inotropes improve contractility. Intubation and positive pressure ventilation impact hemodynamics, which, depending on volume status, may be beneficial or deleterious. Knowing indications for mechanical circulatory support is important for timely consultation or transfer as indicated.
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Affiliation(s)
- Susan R Wilcox
- Division of Critical Care, Department of Emergency Medicine, Massachusetts General Hospital, Zero Emerson Place, Suite 3B, Boston, MA 02114, USA.
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Annamalai SK, Kapur NK. Contrast induced nephropathy after coronary or vascular intervention: More biomarkers than answers. Catheter Cardiovasc Interv 2019; 91:1192-1193. [PMID: 29894593 DOI: 10.1002/ccd.27671] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Accepted: 04/25/2018] [Indexed: 01/13/2023]
Abstract
Rising urine NGAL and serum creatinine after 48 hr are potentially useful in predicting persistent creatinine increase in patients with contrast-induced AKI. Urinary NGAL may allow for early identification of a high-risk cohort following PCI. Future studies are needed to determine whether renal biomarkers are affected by clinical variables, such as heart failure acute mechanical circulatory support (AMCS) and whether they can be used to identify patients who would benefit from either AMCS reno-protection during PCI remains unknown.
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Affiliation(s)
- Shiva K Annamalai
- The CardioVascular Center, Tufts Medical Center, Boston, Massachusetts
| | - Navin K Kapur
- The CardioVascular Center, Tufts Medical Center, Boston, Massachusetts
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Abstract
Myocardial infarction (MI) complicated by cardiogenic shock (MI-CS) is a major cause of cardiovascular morbidity and mortality. Predictors of outcomes in MI-CS include clinical, laboratory, radiologic variables, and management strategies. This article reviews the existing literature on short- and long-term predictors and risk stratification in MI complicated by CS.
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Affiliation(s)
- Deepak Acharya
- From the Section of Advanced Heart Failure, Mechanical Circulatory Support, and Pulmonary Vascular Disease, University of Alabama at Birmingham, Birmingham, AL
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Afzal A, Vallabhan RC, McCullough PA. Acute kidney injury in cardiogenic shock: in search of early detection and clinical certainty. Eur J Heart Fail 2018; 20:582-584. [DOI: 10.1002/ejhf.1032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2017] [Accepted: 09/06/2017] [Indexed: 11/08/2022] Open
Affiliation(s)
- Aasim Afzal
- Baylor University Medical Center; Dallas TX USA
- Baylor Jack and Jane Hamilton Heart and Vascular Hospital; Dallas TX USA
| | - Ravi C. Vallabhan
- Baylor University Medical Center; Dallas TX USA
- Baylor Jack and Jane Hamilton Heart and Vascular Hospital; Dallas TX USA
| | - Peter A. McCullough
- Baylor University Medical Center; Dallas TX USA
- Baylor Heart and Vascular Institute; Dallas TX USA
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Tarvasmäki T, Haapio M, Mebazaa A, Sionis A, Silva-Cardoso J, Tolppanen H, Lindholm MG, Pulkki K, Parissis J, Harjola VP, Lassus J. Acute kidney injury in cardiogenic shock: definitions, incidence, haemodynamic alterations, and mortality. Eur J Heart Fail 2017; 20:572-581. [PMID: 28960633 DOI: 10.1002/ejhf.958] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2017] [Revised: 06/05/2017] [Accepted: 06/27/2017] [Indexed: 12/20/2022] Open
Affiliation(s)
- Tuukka Tarvasmäki
- Emergency Medicine, University of Helsinki, and Department of Emergency Medicine and Services, Helsinki University Hospital, Helsinki, Finland
- Heart and Lung Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Mikko Haapio
- Abdominal Center, Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Alexandre Mebazaa
- INSERM U942, Hôpital Lariboisière, APHP and University Paris Diderot, Paris, France
| | - Alessandro Sionis
- Intensive Cardiac Care Unit, Cardiology Department, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute IIB Sant Pau, Universitat de Barcelona, Barcelona, Spain
| | - José Silva-Cardoso
- CINTESIS - Center for Health Technology and Services Research, Department of Cardiology, Faculty of Medicine, University of Porto, São João Medical Center, Porto, Portugal
| | - Heli Tolppanen
- Heart and Lung Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Heart Center, Päijät-Häme Central Hospital, Lahti, Finland
| | - Matias Greve Lindholm
- Intensive Cardiac Care Unit, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Kari Pulkki
- Department of Clinical Chemistry, University of Eastern Finland and Eastern Finland Laboratory Centre, Kuopio, Finland
| | - John Parissis
- Heart Failure Unit, Attikon University Hospital, Athens, Greece
| | - Veli-Pekka Harjola
- Emergency Medicine, University of Helsinki, and Department of Emergency Medicine and Services, Helsinki University Hospital, Helsinki, Finland
| | - Johan Lassus
- Heart and Lung Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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van Diepen S, Katz JN, Albert NM, Henry TD, Jacobs AK, Kapur NK, Kilic A, Menon V, Ohman EM, Sweitzer NK, Thiele H, Washam JB, Cohen MG. Contemporary Management of Cardiogenic Shock: A Scientific Statement From the American Heart Association. Circulation 2017; 136:e232-e268. [PMID: 28923988 DOI: 10.1161/cir.0000000000000525] [Citation(s) in RCA: 1114] [Impact Index Per Article: 139.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Cardiogenic shock is a high-acuity, potentially complex, and hemodynamically diverse state of end-organ hypoperfusion that is frequently associated with multisystem organ failure. Despite improving survival in recent years, patient morbidity and mortality remain high, and there are few evidence-based therapeutic interventions known to clearly improve patient outcomes. This scientific statement on cardiogenic shock summarizes the epidemiology, pathophysiology, causes, and outcomes of cardiogenic shock; reviews contemporary best medical, surgical, mechanical circulatory support, and palliative care practices; advocates for the development of regionalized systems of care; and outlines future research priorities.
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Hypoxische Hepatitis im kardiogenen Schock. Med Klin Intensivmed Notfmed 2017; 112:550-551. [DOI: 10.1007/s00063-017-0312-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Accepted: 05/10/2017] [Indexed: 11/25/2022]
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Pöss J, Köster J, Fuernau G, Eitel I, de Waha S, Ouarrak T, Lassus J, Harjola VP, Zeymer U, Thiele H, Desch S. Risk Stratification for Patients in Cardiogenic Shock After Acute Myocardial Infarction. J Am Coll Cardiol 2017; 69:1913-1920. [DOI: 10.1016/j.jacc.2017.02.027] [Citation(s) in RCA: 169] [Impact Index Per Article: 21.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Revised: 01/19/2017] [Accepted: 02/06/2017] [Indexed: 01/08/2023]
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Catalytic iron in acute myocardial infarction complicated by cardiogenic shock — A biomarker substudy of the IABP-SHOCK II-trial. Int J Cardiol 2017; 227:83-88. [DOI: 10.1016/j.ijcard.2016.11.072] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Accepted: 11/05/2016] [Indexed: 11/23/2022]
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Hlinomaz O. Role of Plasma Neutrophil Gelatinase Associated Lipocalin as a New Biomarker. J Crit Care Med (Targu Mures) 2016; 2:56-57. [PMID: 29967838 DOI: 10.1515/jccm-2016-0004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2015] [Accepted: 12/16/2015] [Indexed: 11/15/2022] Open
Affiliation(s)
- Ota Hlinomaz
- International Clinical Research Center, St. Anne's University Hospital Brno, Brno, Czech Republic
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Multivessel versus culprit lesion only percutaneous revascularization plus potential staged revascularization in patients with acute myocardial infarction complicated by cardiogenic shock: Design and rationale of CULPRIT-SHOCK trial. Am Heart J 2016; 172:160-9. [PMID: 26856228 DOI: 10.1016/j.ahj.2015.11.006] [Citation(s) in RCA: 79] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2015] [Accepted: 11/15/2015] [Indexed: 12/22/2022]
Abstract
BACKGROUND In acute myocardial infarction complicated by cardiogenic shock (CS), up to 80% of patients present with multivessel coronary artery disease. Currently, the best revascularization strategy is unknown. Therefore, a prospective randomized adequately powered clinical trial is warranted. STUDY DESIGN The CULPRIT-SHOCK study is a 706-patient controlled, international, multicenter, randomized, open-label trial. It is designed to compare culprit lesion only percutaneous coronary intervention (PCI) with possible staged non-culprit lesion revascularization versus immediate multivessel PCI in patients with CS complicating acute myocardial infarction. Patients will be randomized in a 1:1 fashion to one of the two treatment arms. The primary efficacy endpoint of CULPRIT-SHOCK is 30-day mortality and severe renal failure requiring renal replacement therapy. Secondary outcome measures such as hemodynamic, laboratory, and clinical parameters will serve as surrogate endpoints for prognosis. Furthermore, an intermediate- and long-term follow-up at 6 and 12 months will be performed. Safety endpoints include the assessment of bleeding and stroke. CONCLUSIONS The CULPRIT-SHOCK trial will address the question of optimal revascularization strategy in patients with multivessel disease and acute myocardial infarction complicated by CS.
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