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Brown JA, Yousef S, Serna-Gallegos D, Sá MP, Agrawal N, Thoma F, Wang Y, Phillippi J, Sultan I. Long-term outcomes of total arch replacement with bilateral antegrade cerebral perfusion using the "arch first" approach. Perfusion 2024:2676591241259622. [PMID: 38863259 DOI: 10.1177/02676591241259622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2024]
Abstract
OBJECTIVE To report outcomes of total arch replacement (TAR) with hypothermic circulatory arrest and bilateral antegrade cerebral perfusion (bACP) using an "arch first" approach for acute Type A aortic dissection (ATAAD). The "arch first" approach involved revascularization of the aortic arch branch vessels with uninterrupted ACP, before lower body circulatory arrest, while the patient was cooling. METHODS This was an observational study of aortic surgeries from 2010 to 2021. All patients who underwent TAR with bACP for ATAAD were included. Short-term and long-term outcomes were reported utilizing descriptive statistics and Kaplan-Meier survival estimation. RESULTS A total of 215 patients were identified who underwent TAR + bACP for ATAAD. Age was 59.0 [49.0-67.0] years and 35.3% were female. 73 patients (34.0%) underwent a concomitant aortic root replacement, 188 (87.4%) had aortic cannulation, circulatory arrest time was 37.0 [26.0-52.0] minutes, and nadir temperature was 20.8 [19.4-22.5] degrees Celsius. 35 patients (16.3%) had operative mortality (STS definition), 17 (7.9%) had a new stroke, 79 (36.7%) had prolonged mechanical ventilation (>24 h), 35 (16.3%) had acute renal failure (by RIFLE criteria), and 128 (59.5%) had blood product transfusions. One-year survival was 77.1%, while 5-years survival was 67.1%. During follow-up, there were 23 (10.7%) reinterventions involving the descending thoracic aorta - either thoracic endovascular aortic repair or open thoracoabdominal aortic replacement. CONCLUSIONS Among patients with ATAAD, short-term postoperative outcomes after TAR + bACP using the "arch first" approach are acceptable. Moreover, this operative strategy may furnish long-term durability, with a reasonably low reintervention rate and satisfactory overall survival.
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Affiliation(s)
- James A Brown
- Division of Cardiac Surgery, Department of Cardiothoracic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Sarah Yousef
- Division of Cardiac Surgery, Department of Cardiothoracic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Derek Serna-Gallegos
- Division of Cardiac Surgery, Department of Cardiothoracic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
- Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Michel Pompeu Sá
- Division of Cardiac Surgery, Department of Cardiothoracic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Nishant Agrawal
- Division of Cardiac Surgery, Department of Cardiothoracic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Floyd Thoma
- Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Yisi Wang
- Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Julie Phillippi
- Division of Cardiac Surgery, Department of Cardiothoracic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Ibrahim Sultan
- Division of Cardiac Surgery, Department of Cardiothoracic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
- Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
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Zhang J, Wang G, Li Z, Pang G. Advanced perioperative assessment of neurological function in acute Stanford A aortic dissection. Int J Neurosci 2024:1-11. [PMID: 38682651 DOI: 10.1080/00207454.2024.2346152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 04/17/2024] [Indexed: 05/01/2024]
Abstract
OBJECTIVE Acute Stanford Type A aortic dissection (AAAD) is a critical condition in vascular surgery, and total aortic arch replacement surgery is the preferred method to save patients' lives. In recent years, as clinical research has advanced, there has been a growing realization of the close association between poor postoperative outcomes in patients and neurological functional deficits. Neurological function monitoring is a medical technique used to evaluate and monitor the functional status of the nervous system. METHODS This monitoring involves the assessment of various aspects of the nervous system, including but not limited to nerve conduction velocity, neuromuscular function, electroencephalographic activity, and sensory nerve transmission. Neurological function monitoring has broad clinical applications and can be used to diagnose and monitor many neurological disorders, helping physicians understand patients' neurological functional status and guide treatment plans. During the postoperative recovery process, neurological function monitoring can assist physicians in assessing the potential impact of surgery on the nervous system and monitor the recovery of patients' neurological function. RESULTS Studies have shown that neurological function monitoring holds promise in predicting neurological functional prognosis and interventions for patients with aortic dissection. CONCLUSION Therefore, the primary objective of this study is to evaluate the effectiveness and reliability of various intraoperative neurological monitoring techniques, neuroimaging examinations, and biomarkers in predicting and assessing postoperative neurological outcomes in patients undergoing AAAD surgery.
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Affiliation(s)
- Jinpeng Zhang
- Department of Cardiothoracic Surgery, Jincheng People's Hospital, Jincheng Hospital Affiliated to Changzhi Medical College, Jincheng, China
| | - Guangjun Wang
- Department of Cardiothoracic Surgery, Jincheng People's Hospital, Jincheng Hospital Affiliated to Changzhi Medical College, Jincheng, China
| | - Zhongping Li
- Department of Critical Care Medicine, Jincheng People's Hospital, Jincheng Hospital Affiliated to Changzhi Medical College, Jincheng, China
| | - Guofen Pang
- Department of Critical Care Medicine, Jincheng People's Hospital, Jincheng Hospital Affiliated to Changzhi Medical College, Jincheng, China
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Nedadur R, Bhatt N, Chung J, Chu MWA, Ouzounian M, Wang B. Machine learning and decision making in aortic arch repair. J Thorac Cardiovasc Surg 2023:S0022-5223(23)01108-X. [PMID: 38016622 DOI: 10.1016/j.jtcvs.2023.11.032] [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: 05/08/2023] [Revised: 11/16/2023] [Accepted: 11/19/2023] [Indexed: 11/30/2023]
Abstract
BACKGROUND Decision making during aortic arch surgery regarding cannulation strategy and nadir temperature are important in reducing risk, and there is a need to determine the best individualized strategy in a data-driven fashion. Using machine learning (ML), we modeled the risk of death or stroke in elective aortic arch surgery based on patient characteristics and intraoperative decisions. METHODS The study cohort comprised 1323 patients from 9 institutions who underwent an elective aortic arch procedure between 2002 and 2021. A total of 69 variables were used in developing a logistic regression and XGBoost ML model trained for binary classification of mortality and stroke. Shapely additive explanations (SHAP) values were studied to determine the importance of intraoperative decisions. RESULTS During the study period, 3.9% of patients died and 5.4% experienced stroke. XGBoost (area under the curve [AUC], 0.77 for death, 0.87 for stroke) demonstrated better discrimination than logistic regression (AUC, 0.65 for death, 0.75 for stroke). From SHAP analysis, intraoperative decisions are 3 of the top 20 predictors of death and 6 of the top 20 predictors of stroke. Predictor weights are patient-specific and reflect the patient's preoperative characteristics and other intraoperative decisions. Patient-level simulation also demonstrates the variable contribution of each decision in the context of the other choices that are made. CONCLUSIONS Using ML, we can more accurately identify patients at risk of death and stroke, as well as the strategy that better reduces the risk of adverse events compared to traditional prediction models. Operative decisions made may be tailored based on a patient's specific characteristics, allowing for maximized, personalized benefit.
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Affiliation(s)
- Rashmi Nedadur
- Peter Munk Cardiac Center, Toronto General Hospital, Toronto, Ontario, Canada
| | - Nitish Bhatt
- Peter Munk Cardiac Center, Toronto General Hospital, Toronto, Ontario, Canada
| | - Jennifer Chung
- Peter Munk Cardiac Center, Toronto General Hospital, Toronto, Ontario, Canada
| | - Michael W A Chu
- Department of Cardiac Surgery, London Health Sciences Center, London, Ontario, Canada
| | - Maral Ouzounian
- Peter Munk Cardiac Center, Toronto General Hospital, Toronto, Ontario, Canada.
| | - Bo Wang
- Peter Munk Cardiac Center, Toronto General Hospital, Toronto, Ontario, Canada
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Spielman DM, Gu M, Hurd RE, Riemer RK, Okamura K, Hanley FL. Proton magnetic resonance spectroscopy assessment of neonatal brain metabolism during cardiopulmonary bypass surgery. NMR IN BIOMEDICINE 2022; 35:e4752. [PMID: 35483967 PMCID: PMC9484292 DOI: 10.1002/nbm.4752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 04/25/2022] [Accepted: 04/27/2022] [Indexed: 06/14/2023]
Abstract
Here, we report on the development and performance of a robust 3-T single-voxel proton magnetic resonance spectroscopy (1 H MRS) experimental protocol and data analysis pipeline for quantifying brain metabolism during cardiopulmonary bypass (CPB) surgery in a neonatal porcine model, with the overall goal of elucidating primary mechanisms of brain injury associated with these procedures. The specific aims were to assess which metabolic processes can be reliably interrogated by 1 H MRS on a 3-T clinical scanner and to provide an initial assessment of brain metabolism during deep hypothermia cardiac arrest (DHCA) surgery and recovery. Fourteen neonatal pigs underwent CPB surgery while placed in a 3-T MRI scanner for 18, 28, and 37°C DHCA studies under hyperglycemic, euglycemic, and hypoglycemic conditions. Total imaging times, including baseline measurements, circulatory arrest (CA), and recovery averaged 3 h/animal, during which 30-40 single-voxel 1 H MRS spectra (sLASER pulse sequence, TR/TE = 2000/30 ms, 64 or 128 averages) were acquired from a 2.2-cc right midbrain voxel. 1 H MRS at 3 T was able to reliably quantify (1) anaerobic metabolism via depletion of brain glucose and the associated build-up of lactate during CA, (2) phosphocreatine (PCr) to creatine (Cr) conversion during CA and subsequent recovery upon reperfusion, (3) a robust increase in the glutamine-to-glutamate (Gln/Glu) ratio during the post-CA recovery period, and (4) a broadening of the water peak during CA. In vivo 1 H MRS at 3 T can reliably quantify subtle metabolic brain changes previously deemed challenging to interrogate, including brain glucose concentrations even under hypoglycemic conditions, ATP usage via the conversion of PCr to Cr, and differential changes in Glu and Gln. Observed metabolic changes during CPB surgery of a neonatal porcine model provide new insights into possible mechanisms for prevention of neuronal injury.
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Affiliation(s)
- Daniel M. Spielman
- Department of Radiology, Stanford University School of Medicine, Stanford, California, USA
| | - Meng Gu
- Department of Radiology, Stanford University School of Medicine, Stanford, California, USA
| | - Ralph E. Hurd
- Department of Radiology, Stanford University School of Medicine, Stanford, California, USA
| | - R. Kirk Riemer
- Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, California, USA
| | - Kenichi Okamura
- Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, California, USA
| | - Frank L. Hanley
- Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, California, USA
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Polo-Gutiérrez G, Bustinza-Carassa LF, Pérez-Valverde Y, Sánchez YA. [Clamshell incision plus full sternotomy as a complex approach to complicated aortic arch aneurysm]. ARCHIVOS PERUANOS DE CARDIOLOGIA Y CIRUGIA CARDIOVASCULAR 2022; 3:172-176. [PMID: 37284575 PMCID: PMC10241340 DOI: 10.47487/apcyccv.v3i2.225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Accepted: 09/29/2022] [Indexed: 06/08/2023]
Abstract
Surgical treatment of aortic arch aneurysm is one of the greatest challenges of aortic surgery. We present a young woman with Marfan syndrome, severe Excavated Pectus and previous Bentall procedure, who underwent emergency surgery for ruptured aortic arch aneurysm. We achieved a successful approach through a Clamshell incision associated with a median re-sternotomy.
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Affiliation(s)
- Gerber Polo-Gutiérrez
- Instituto Nacional Cardiovascular INCOR. Lima, Perú.Instituto Nacional Cardiovascular INCORLimaPerú
| | - Luis Felipe Bustinza-Carassa
- *Correspondencia . Instituto Nacional Cardiovascular INCOR. Jr. Coronel Zegarra 417. Jesús María, Lima Perú. 01-4111560, anexo 5931
| | - Yemmy Pérez-Valverde
- Instituto Nacional Cardiovascular INCOR. Lima, Perú.Instituto Nacional Cardiovascular INCORLimaPerú
| | - Yuler Abono Sánchez
- Instituto Nacional Cardiovascular INCOR. Lima, Perú.Instituto Nacional Cardiovascular INCORLimaPerú
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Luis GOJ, Alicia RF. Perspectives: Regional brain oxygen saturation: beyond the brain there is also life. Curr Pharm Des 2022; 28:1589-1591. [DOI: 10.2174/1381612828666220318120311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 02/01/2022] [Indexed: 11/22/2022]
Abstract
Abstract:
Some procedures, such as cardiovascular surgery, may compromise brain perfusion and require careful management to preserve the integrity of the central nervous system. In this setting, regional cerebral oxygen saturation [rSO2] emerges as an alternative, minimally invasive, monitoring system. The mechanism by which regional oxygen is measured is based on the refraction and absorption of a signal with a specific wavelength. Diagnostic and therapeutic algorithms for these settings. This would allow for a more rational use of goal-directed therapies that reduce morbidity and mortality in these patients.
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Affiliation(s)
- Guerrero Orriach Jose Luis
- Institute of Biomedical Research in Malaga, Malaga, Spain
- Department of Anesthesiology, Virgen de la Victoria University Hospital, Malaga, Spain
- Department of Pharmacology and Pediatrics, School of Medicine, University of Malaga, Malaga, Spain
| | - Ramirez Fernandez Alicia
- Institute of Biomedical Research in Malaga, Malaga, Spain
- Department of Anesthesiology, Virgen de la Victoria University Hospital, Malaga, Spain
- Department of Pharmacology and Pediatrics, School of Medicine, University of Malaga, Malaga, Spain
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