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Castaldi G, Matetić A, Bagur R, Abbott JD, Alasnag M, Chieffo A, Wijeysundera HC, Mamas MA. Sex-Associated Disparities in Surgical and Percutaneous Management of Aortic Stenosis With Severe Features: Retrospective Analysis From the National Readmission Database. J Am Heart Assoc 2025; 14:e038463. [PMID: 40371608 DOI: 10.1161/jaha.124.038463] [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] [Received: 08/27/2024] [Accepted: 04/15/2025] [Indexed: 05/16/2025]
Abstract
BACKGROUND Referral for valve intervention for severe aortic stenosis (AS) may exhibit sex-associated disparities independent of the growth of transcatheter interventions. This study aimed to determine whether there were sex-associated differences in the use of aortic valve replacement (AVR), either surgical or transcatheter, in patients with aortic stenosis and severe features from a national cohort of patients. METHODS Using the National Readmission Database, all patients with an index diagnosis of AS between January 2015 and December 2019 were included and stratified by their 90-day readmission status and sex. AS with severe features was defined as the combination of primary- or secondary-coded diagnosis of AS in combination with heart failure, syncope, angina pectoris, cardiac arrest, or cardiogenic shock. A 1:1 nested case-control matching was performed to account for competing risk. The main investigated outcome was the sex-associated rate of AVR in the 90 days after index hospitalization. RESULTS A total of 31 712 matched weighted discharges were included in the analysis, 16 597 men (52.3%) and 15 116 women (47.7%). At 90 days, the rate of AVR was significantly lower in women (45.7% versus 53.6%, P<0.001) with significant difference for both surgical (P<0.001) and transcatheter (P=0.010) interventions. After multivariable adjustment, these differences persisted with women significantly less likely to receive AVR (adjusted odds ratio [aOR], 0.67 [95% CI, 0.63-0.71], P<0.001), either surgical AVR (aOR, 0.48 [95% CI, 0.43-0.54], P<0.001) or transcatheter aortic valve implantation (aOR, 0.79 [95% CI, 0.75-0.84], P<0.001). CONCLUSIONS The use of surgical AVR and transcatheter aortic valve implantation was significantly lower in female patients with AS and severe features independent from patient- and hospital-level characteristics.
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Affiliation(s)
- Gianluca Castaldi
- Department of Cardiovascular Medicine University Hospital Leuven Belgium
| | - Andrija Matetić
- Department of Cardiology University Hospital of Split Croatia
- Department of Cardiology Royal Stoke University Hospital Stoke-on-Trent UK
- Keele Cardiovascular Research Group, Centre for Prognosis Research Keele University Stoke-on-Trent UK
| | - Rodrigo Bagur
- London Health Sciences Centre, Division of Cardiology, Department of Medicine, Schulich School of Medicine & Dentistry Western University London ON Canada
| | - J D Abbott
- Division of Cardiovascular Disease Warren Alpert Medical School of Brown UniversityLifespan Cardiovascular Institute Providence RI USA
| | - Mirvat Alasnag
- Cardiac Center King Fahd Armed Forces Hospital Jeddah Saudi Arabia
| | - Alaide Chieffo
- Interventional Cardiology Unit San Raffaele Scientific Institute Milan Italy
| | - Harindra C Wijeysundera
- Schulich Heart Program, Sunnybrook Health Sciences Centre University of Toronto ON Canada
- Institute of Health Policy, Management and Evaluation University of Toronto ON Canada
- ICES and Temerty Faculty of Medicine University of Toronto ON Canada
- National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre Birmingham UK
| | - Mamas A Mamas
- Department of Cardiology Royal Stoke University Hospital Stoke-on-Trent UK
- Keele Cardiovascular Research Group, Centre for Prognosis Research Keele University Stoke-on-Trent UK
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Piepenburg SM, Maslarska M, Weber C, Kaier K, von Zur Mühlen C, Westermann D, Hehrlein C. Hospital frailty risk and CHA2DS2-VA scores in the mortality assessment of older patients with peripheral artery disease. VASA 2025; 54:201-208. [PMID: 39957287 DOI: 10.1024/0301-1526/a001183] [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] [Indexed: 02/18/2025]
Abstract
Background: Older patients with peripheral artery disease (PAD) encounter an increased risk of in-hospital mortality. Accurate risk scoring methods are crucial for assessing the likelihood of cardiovascular events in these patients. However, a comprehensive comparison of these scoring methods for predicting in-hospital mortality in PAD patients has not yet been conducted. Patients and methods: This study analyzed 173,075 patients hospitalized with PAD in the year 2020 from a German nationwide registry. We assessed five risk scores: the Elixhauser Comorbidity Index, the Charlson Comorbidity Index, the CHA2DS2-VA Score, the EuroSCORE, and the Hospital Frailty Risk Score (HFRS). The average patient age was 72 ± 10.94 years, with 36.82% female and 35.27% also diagnosed with diabetes mellitus. The overall in-hospital mortality rate was 2.68%. Mean scores were 7.12±6.55 for the Elixhauser Comorbidity Index, 2.66±1.72 for the Charlson Comorbidity Index, 3.85±1.43 for the CHA2DS2-VA Score, 8.96%±8.85% for the EuroSCORE, and 3.53±5 for the HFRS. The HFRS showed the highest predictive potential for in-hospital mortality with an area under the curve (AUC) of 0.86 (95% confidence interval (CI): 0.86-0.87) but had the worst calibration for high-risk patients. The CHA2DS2-VA Score had the lowest AUC 0.69 (95% CI: 0.68-0.70) but was the most consistent prediction model regarding calibration. Conclusions: HFRS was the most effective overall predictor of in-hospital mortality, but did not detect those patients with a very high risk of mortality. The CHA2DS2-VA Score was the most robust predictor of increasing score points but had the lowest sensitivity. Therefore, use of the HFRS combined with application of the CHA2DS2-VA Score appears to be most appropriate in identifying older PAD patients at risk of in-hospital mortality.
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Affiliation(s)
- Sven M Piepenburg
- Department of Cardiology and Angiology, Interdisciplinary Vascular Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Germany
| | - Mariya Maslarska
- Department of Cardiology and Angiology, Interdisciplinary Vascular Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Germany
| | - Christian Weber
- Department of Cardiology and Angiology, Interdisciplinary Vascular Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Germany
| | - Klaus Kaier
- Institute of Medical Biometry and Statistics, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Germany
- Center of Big Data Analysis in Cardiology (CeBAC), Heart Center Freiburg University, Department of Cardiology and Angiology, Faculty of Medicine, University of Freiburg, Germany
| | - Constantin von Zur Mühlen
- Department of Cardiology and Angiology, Interdisciplinary Vascular Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Germany
- Center of Big Data Analysis in Cardiology (CeBAC), Heart Center Freiburg University, Department of Cardiology and Angiology, Faculty of Medicine, University of Freiburg, Germany
| | - Dirk Westermann
- Department of Cardiology and Angiology, Interdisciplinary Vascular Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Germany
| | - Christoph Hehrlein
- Department of Cardiology and Angiology, Interdisciplinary Vascular Center Freiburg-Bad Krozingen, Faculty of Medicine, University of Freiburg, Germany
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Saxena A, Tatum R, Chen H, Ahmad D, Rahimov D, Curran J, Kagarise T, Plestis KA, Rajagopal K, Entwistle JW, Tchantchaleishvili V. Outcomes of Cardiac Surgery in Patients With Liver Cirrhosis: A Systematic Review and Meta-Analysis. Cardiol Rev 2025:00045415-990000000-00484. [PMID: 40304510 DOI: 10.1097/crd.0000000000000917] [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] [Indexed: 05/02/2025]
Abstract
Cirrhosis is a progressive form of liver disease associated with significant patient morbidity and mortality. Model for End-Stage Liver Disease (MELD) and Child-Pugh scores are disease severity classification systems that carry predictive value for patients undergoing various procedures. Missing is a granular analysis exploring the association between liver disease severity and clinical outcomes among patients who require cardiac surgery. Our study extracted demographic, periprocedural, and postoperative clinical data for patients with liver cirrhosis undergoing cardiac surgery between 2000 and 2023. Continuous variables were pooled by meta-analysis utilizing a random effects model, and categorical variables were studied using meta-analysis of proportions with logit transformations. The most frequently observed Child-Pugh classification was class A in 60% of patients (95% confidence interval [CI]: 53-67), followed by class B in 33% (95% CI: 27-39) and class C in 4% (95% CI: 2-6). Notably, 30% of patients developed renal failure in the postoperative period (95% CI: 21-39), and overall in-patient mortality occurred in 11% of patients (95% CI: 9-14). There was a significant association between Child-Pugh classification and overall patient survival for 3 years in the postoperative period. No significant relationship was observed between preoperative MELD score and postoperative clinical outcomes. Preoperative Child-Pugh classification is associated with postoperative clinical outcomes among patients undergoing cardiac surgery. More granular data are required to understand the association between MELD scores and postoperative outcomes within the cardiac surgery population.
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Affiliation(s)
- Abhiraj Saxena
- From the Department of Medicine, Rutgers Health Robert Wood Johnson, New Brunswick, NJ
- Department of Cardiac Surgery, Thomas Jefferson University, Philadelphia, PA
| | - Rob Tatum
- Department of Cardiac Surgery, Thomas Jefferson University, Philadelphia, PA
- Department of Surgery, University of Vermont, Burlington, VT
| | - Hui Chen
- Department of Cardiac Surgery, Thomas Jefferson University, Philadelphia, PA
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA
| | - Danial Ahmad
- Department of Cardiac Surgery, Thomas Jefferson University, Philadelphia, PA
- Division of Cardiac Surgery, Department of Surgery, University of Pittsburgh, Pittsburgh, PA
| | - Daler Rahimov
- Department of Cardiac Surgery, Thomas Jefferson University, Philadelphia, PA
| | - John Curran
- Department of Cardiac Surgery, Thomas Jefferson University, Philadelphia, PA
- Department of Psychiatry, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Tressa Kagarise
- Department of Cardiac Surgery, Thomas Jefferson University, Philadelphia, PA
- Shippensburg University, Shippensburg, PA
| | | | - Keshava Rajagopal
- Department of Cardiac Surgery, Thomas Jefferson University, Philadelphia, PA
| | - John W Entwistle
- Department of Cardiac Surgery, Thomas Jefferson University, Philadelphia, PA
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Zhang Z, Zheng Z, Nie H, Dong H, Lei C. Association between the preoperative N-terminal pro-B-type natriuretic peptide and acute kidney injury in gastrointestinal surgery patients managed with enhanced recovery strategy: a retrospective cohort study. Perioper Med (Lond) 2025; 14:45. [PMID: 40264198 PMCID: PMC12016297 DOI: 10.1186/s13741-025-00528-6] [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: 12/06/2024] [Accepted: 04/08/2025] [Indexed: 04/24/2025] Open
Abstract
Importance Previous evidence has indicated that N-terminal pro-B-type natriuretic peptide (NT-proBNP) is associated with postoperative acute kidney injury (AKI). However, the association between preoperative NT-proBNP level and postoperative AKI in surgeries managed with enhanced recovery after surgery (ERAS) strategy requires further clarification.Objective To explore the association between preoperative NT-proBNP and the incidence of postoperative AKI in patients who underwent gastrointestinal surgeries and managed with ERAS strategy.Design A retrospective cohort study.Setting A review of documented cases of elective gastrointestinal surgeries managed with ERAS strategy occurred at Xijing Hospital from 01 May 2017 to 30 June 2022.Participants A total of 629 patients aged 18 years or older who were scheduled for elective gastrointestinal surgeries and subjected to the ERAS strategy with preoperative NT-proBNP and creatinine measurements were included in the analysis.Exposure Preoperative serum concentrations of NT-proBNP.Main outcomes and measures The primary outcome was the incidence of postoperative AKI. Preoperative NT-proBNP was divided into high- or low-level groups based on the median (165 pg/ml). Logistic regression was used to explore the association between increased preoperative NT-proBNP level and risk of AKI.Results After screening 1932 case records, 629 cases were included in the final analyses. The average age was 63.5 (15.3) years old and 197 (31.3%) of them were female. Among them, 112 (17.8%) developed postoperative AKI. The incidence of AKI was 21% in the high NT-proBNP group, and 14.6% in the low NT-proBNP group. Patients with higher preoperative NT-proBNP levels (≥ 165 pg/mL) have significant higher risk of postoperative AKI as compared to those in the lower group (adjusted OR 1.75; 95% CI 1.12 to 2.73).Conclusions and relevance Increased preoperative NT-proBNP is associated with an elevated risk of postoperative AKI in patients who underwent gastrointestinal surgery and managed with ERAS strategy.Trial registry number Clinical trial registry number: NCT06145347.
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Affiliation(s)
- Zefei Zhang
- Department of Anesthesiology and Perioperative Medicine, Xijing Hospital, Fourth Military Medical University, 127 West Changle Rd, Xi'an, Shaanxi, 710032, People's Republic of China
| | - Ziyu Zheng
- Department of Anesthesiology and Perioperative Medicine, Xijing Hospital, Fourth Military Medical University, 127 West Changle Rd, Xi'an, Shaanxi, 710032, People's Republic of China
| | - Huang Nie
- Department of Anesthesiology and Perioperative Medicine, Xijing Hospital, Fourth Military Medical University, 127 West Changle Rd, Xi'an, Shaanxi, 710032, People's Republic of China
| | - Hailong Dong
- Department of Anesthesiology and Perioperative Medicine, Xijing Hospital, Fourth Military Medical University, 127 West Changle Rd, Xi'an, Shaanxi, 710032, People's Republic of China.
| | - Chong Lei
- Department of Anesthesiology and Perioperative Medicine, Xijing Hospital, Fourth Military Medical University, 127 West Changle Rd, Xi'an, Shaanxi, 710032, People's Republic of China.
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Ogura Y, Imai E, Taito S, Tsuji T, Kamimura Y, Tsuge T, Amano K. Inhaled vs. intravenous vasodilators in perioperative pulmonary hypertension during chest surgery using cardiopulmonary bypass: A systematic review and meta-analysis. Pulm Pharmacol Ther 2025; 89:102357. [PMID: 40164426 DOI: 10.1016/j.pupt.2025.102357] [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: 01/14/2025] [Accepted: 03/26/2025] [Indexed: 04/02/2025]
Affiliation(s)
- Yasuhiro Ogura
- Scientific Research WorkS Peer Support Group (SRWS-PSG), Osaka, Japan; Department of Education and Training, Mitsui Memorial Hospital, Kanda-Izumi-cho-1, Chiyoda-ku, Tokyo, 101-8643, Japan.
| | - Eriya Imai
- Scientific Research WorkS Peer Support Group (SRWS-PSG), Osaka, Japan; Division of Anesthesia, Mitsui Memorial Hospital, Kanda-Izumi-cho-1, Chiyoda-ku, Tokyo, 101-8643, Japan
| | - Shunsuke Taito
- Scientific Research WorkS Peer Support Group (SRWS-PSG), Osaka, Japan; Division of Rehabilitation, Department of Clinical Practice and Support, Hiroshima University Hospital, Kasumi 1-2-3, Minami-ku, Hiroshima, 734-8551, Japan
| | - Tatsuya Tsuji
- Scientific Research WorkS Peer Support Group (SRWS-PSG), Osaka, Japan; Department of Anesthesiology, Okazaki City Hospital, 1-3 Goshoai, Kouryuji-cho, Okazaki, Aichi, 444-8553, Japan; Department of Anesthesiology and Intensive Care Medicine, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, 467-8601, Japan
| | - Yuji Kamimura
- Scientific Research WorkS Peer Support Group (SRWS-PSG), Osaka, Japan; Department of Anesthesiology and Intensive Care Medicine, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Mizuho-ku, Nagoya, 467-8601, Japan
| | - Takahiro Tsuge
- Scientific Research WorkS Peer Support Group (SRWS-PSG), Osaka, Japan; Department of Rehabilitation, Kurashiki Medical Center, 250 Bakuro, Kurashiki, Okayama, 710-8522, Japan; Department of Epidemiology, Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, 2-5-1 Shikata-cho, Okayama, 700-8558, Japan
| | - Kenichi Amano
- Department of Education and Training, Mitsui Memorial Hospital, Kanda-Izumi-cho-1, Chiyoda-ku, Tokyo, 101-8643, Japan
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Englbrecht JS, Landwehrt JK, Welp H, Martens S, Gottschalk A. Impact of the COVID-19 pandemic on patients with coronary artery disease requiring cardiac surgery at a German university hospital. J Cardiothorac Surg 2025; 20:130. [PMID: 39955596 PMCID: PMC11829533 DOI: 10.1186/s13019-025-03373-2] [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: 11/04/2024] [Accepted: 02/08/2025] [Indexed: 02/17/2025] Open
Abstract
BACKGROUND Studies show conflicting results regarding the impact of the COVID-19 pandemic on the treatment of patients with coronary artery disease requiring cardiac surgery and data from Germany are lacking. In this study, two patient cohorts who underwent coronary artery bypass graft surgery before and after the start of the COVID-19 pandemic were compared. METHODS Patients who presented for coronary artery bypass graft surgery before (01.05.18-30.04.19; group "B") or during the COVID-19 pandemic (01.05.20-30.04.21; group "P") at the University Hospital Münster in Germany were retrospectively identified and compared regarding demographics, preoperative status, surgical data, and postoperative outcome. RESULTS 513 (group "B") and 501 patients (group "P") were included, demographics were comparable. In group "P", preoperative myocardial infarction and emergency indications were more frequent, heart-lung machine and aortic clamping times were longer. Postoperative ICU-days and inpatient stay did not differ. Postoperative need of an extracorporeal life support system and intrahospital mortality tended to be higher in group "P", without reaching statistical significance. CONCLUSION The COVID-19 pandemic had a significant impact on cardiac surgical care with the prioritization of emergency procedures. Patients treated during the pandemic were in a more critical preoperative condition, duration of surgery was longer, but post-operative mortality was comparable.
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Affiliation(s)
- Jan S Englbrecht
- Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Münster, Albert-Schweitzer-Campus 1, Building A1, 48149, Münster, Germany.
| | - Jan K Landwehrt
- Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Münster, Albert-Schweitzer-Campus 1, Building A1, 48149, Münster, Germany
| | - Henryk Welp
- Department of Cardiothoracic Surgery, University Hospital Münster, Münster, Germany
| | - Sven Martens
- Department of Cardiothoracic Surgery, University Hospital Münster, Münster, Germany
| | - Antje Gottschalk
- Department of Anesthesiology, Intensive care and pain therapy, Florence-Nightingale-Hospital, Düsseldorf, Germany
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Shazly OE, Porez F, Ramadan R, Le Houérou T, Gaudin A, Costanzo A, Fabre D, Guihaire J, Haulon S. Hybrid Arch Aneurysm Repair With Ascending Aortic Wrap and TEVAR. J Endovasc Ther 2025:15266028241312572. [PMID: 39811954 DOI: 10.1177/15266028241312572] [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: 01/16/2025]
Abstract
INTRODUCTION Management of patients with large aortic arch aneurysms who are considered high risk for frozen elephant trunk technique have been challenging, especially when they have a dilated ascending aorta (AA) that precludes total endovascular branched repair (arch BEVAR). A viable option in our armamentarium is wrapping of the AA (AW), and zone 0 Ishimaru TEVAR. METHODS Retrospective analysis of our aortic database from 2013 to 2024 to select high-risk patients with aortic arch aneurysm that had an AW and TEVAR. We performed CTA analysis before and after wrapping and TEVAR, and last available CTA. The primary end points were 30-day mortality and stroke. RESULTS A total of 12 patients had AA wrap and TEVAR, with supra-aortic vessels (SAVs) debranching (open or endovascular). In 9 patients, the indication for treatment was a large arch atherosclerotic aneurysm, and in 3 patients a dissecting arch aneurysm depicted during follow-up of AW initially performed for acute type A dissection (51.5 months on average between the wrap and the TEVAR). Average age was 72.9 years. Ascending aorta wrap and TEVAR were performed concomitantly in 3/12 patients, including 2 patients with rupture. It was staged in the other 9 patients. The average diameter of the AA pre-wrap was 47.7 (41.3-57), and post-wrap 35.6 (31.9-43) mm. The wrap provided an average seal length of 68.5 (38.4-97.4) mm. A total of 34 SAV were successfully debranched. No type 1 or 3 endoleaks were depicted on completion angiogram. Within the first 30 days, no strokes were diagnosed, and 1 patient with Horton disease died of cardiac arrest on postoperative day 7. Three patients required early reinterventions, including redosternotomy in 2 patients. Mean follow-up (FU) was 28 months (1-75). During FU, 1 patient developed a left vertebral artery steal phenomenon requiring a carotid subclavian bypass, and another patient died of an unknown cause. CONCLUSION Ascending aorta wrap technique with debranching of the SAVs and zone 0 TEVAR might be a good option in patients at high risk for open replacement of the AA and with unfavorable proximal seal zone for a total endovascular repair. CLINICAL IMPACT In the current study, we describe the treatment of aortic arch aneurysms in patients considered at high risk for open replacement of the aortic arch and also not candidate for complete endovascular arch repair (arch BEVAR). Ascending aorta wrap with surgical or endovascular debranching of SAVs and zone 0 TEVAR was performed in 12 patients with favorable outcomes. It should thus be considered a treatment option in this subset of fragile patients with unfavorable proximal seal zone for total endovascular repair. This technique does not require cardiopulmonary bypass (CPB) support, neither aortic cross-clamping.
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Affiliation(s)
- Omar El Shazly
- Aortic Center, Hôpital Marie-Lannelongue, Groupe Hospitalier Paris Saint Joseph, Université Paris-Saclay, INSERM UMR_S 999, Le Plessis Robinson, France
- Vascular Surgery, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Florent Porez
- Aortic Center, Hôpital Marie-Lannelongue, Groupe Hospitalier Paris Saint Joseph, Université Paris-Saclay, INSERM UMR_S 999, Le Plessis Robinson, France
| | - Ramzi Ramadan
- Aortic Center, Hôpital Marie-Lannelongue, Groupe Hospitalier Paris Saint Joseph, Université Paris-Saclay, INSERM UMR_S 999, Le Plessis Robinson, France
| | - Thomas Le Houérou
- Aortic Center, Hôpital Marie-Lannelongue, Groupe Hospitalier Paris Saint Joseph, Université Paris-Saclay, INSERM UMR_S 999, Le Plessis Robinson, France
| | - Antoine Gaudin
- Aortic Center, Hôpital Marie-Lannelongue, Groupe Hospitalier Paris Saint Joseph, Université Paris-Saclay, INSERM UMR_S 999, Le Plessis Robinson, France
| | - Alessandro Costanzo
- Aortic Center, Hôpital Marie-Lannelongue, Groupe Hospitalier Paris Saint Joseph, Université Paris-Saclay, INSERM UMR_S 999, Le Plessis Robinson, France
| | - Dominique Fabre
- Aortic Center, Hôpital Marie-Lannelongue, Groupe Hospitalier Paris Saint Joseph, Université Paris-Saclay, INSERM UMR_S 999, Le Plessis Robinson, France
| | - Julien Guihaire
- Aortic Center, Hôpital Marie-Lannelongue, Groupe Hospitalier Paris Saint Joseph, Université Paris-Saclay, INSERM UMR_S 999, Le Plessis Robinson, France
| | - Stéphan Haulon
- Aortic Center, Hôpital Marie-Lannelongue, Groupe Hospitalier Paris Saint Joseph, Université Paris-Saclay, INSERM UMR_S 999, Le Plessis Robinson, France
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Isetta C, Barbotin-Larrieu F, Massias S, El Manser D, Koeltz A, Balram Christophe PS, Soualhi M, Licker M. Cardiovascular Anesthesia and Critical Care in the French West Indies: Historical Evolution and Current Prospects. J Clin Med 2025; 14:459. [PMID: 39860465 PMCID: PMC11766069 DOI: 10.3390/jcm14020459] [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: 10/21/2024] [Revised: 12/14/2024] [Accepted: 01/09/2025] [Indexed: 01/27/2025] Open
Abstract
Anesthesiology, the medical specialty that deals with the management of vital functions in patients undergoing surgery, has played an important role in the successful development of cardiac interventions worldwide. Tracing the historical roots of cardiac anesthesia and critical care from its inception in the late 1950s, a paradigm shift in perioperative care has been driven by a better understanding of the mechanisms of organ dysfunction in stressful conditions and technological advances regarding surgical approach, patient monitoring, and organ protection. Although progress in cardiac anesthesia and critical care lagged a little behind in Caribbean territories, successful achievements have been accomplished over the last forty years. Compared with Western countries, the greater prevalence of obesity, diabetes mellitus, and hypertension as well as specific diseases such as cardiac amyloidosis, sickle cell anemia, rheumatic heart disease, and tropical infections may reduce a patient's physiologic reserve and increase the operative risk among the multi-ethnic population living in the French West Indies and Guiana. So far, cardiac anesthesiologists at the University Hospital of Martinique have demonstrated their abilities in implementing evidence-based clinical care processes and adaptating to efficiently working in a complex environment interacting with multiple partners. Attracting specialized physicians in dedicated cardiac surgical centers and the creation of a regional health network supported by governmental authorities, insurance companies, and charitable organizations are necessary to solve the unmet needs for invasive cardiac treatments in the Caribbean region.
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Affiliation(s)
- Christian Isetta
- Department of Cardiovascular & Thoracic Anaesthesia and Critical Care, University Hospital of Martinique, F-97200 Fort de France, France; (C.I.); (F.B.-L.); (S.M.); (D.E.M.); (A.K.); (P.S.B.C.); (M.S.)
| | - François Barbotin-Larrieu
- Department of Cardiovascular & Thoracic Anaesthesia and Critical Care, University Hospital of Martinique, F-97200 Fort de France, France; (C.I.); (F.B.-L.); (S.M.); (D.E.M.); (A.K.); (P.S.B.C.); (M.S.)
| | - Sylvain Massias
- Department of Cardiovascular & Thoracic Anaesthesia and Critical Care, University Hospital of Martinique, F-97200 Fort de France, France; (C.I.); (F.B.-L.); (S.M.); (D.E.M.); (A.K.); (P.S.B.C.); (M.S.)
| | - Diae El Manser
- Department of Cardiovascular & Thoracic Anaesthesia and Critical Care, University Hospital of Martinique, F-97200 Fort de France, France; (C.I.); (F.B.-L.); (S.M.); (D.E.M.); (A.K.); (P.S.B.C.); (M.S.)
| | - Adrien Koeltz
- Department of Cardiovascular & Thoracic Anaesthesia and Critical Care, University Hospital of Martinique, F-97200 Fort de France, France; (C.I.); (F.B.-L.); (S.M.); (D.E.M.); (A.K.); (P.S.B.C.); (M.S.)
| | - Patricia Shri Balram Christophe
- Department of Cardiovascular & Thoracic Anaesthesia and Critical Care, University Hospital of Martinique, F-97200 Fort de France, France; (C.I.); (F.B.-L.); (S.M.); (D.E.M.); (A.K.); (P.S.B.C.); (M.S.)
| | - Mohamed Soualhi
- Department of Cardiovascular & Thoracic Anaesthesia and Critical Care, University Hospital of Martinique, F-97200 Fort de France, France; (C.I.); (F.B.-L.); (S.M.); (D.E.M.); (A.K.); (P.S.B.C.); (M.S.)
| | - Marc Licker
- Department of Cardiovascular & Thoracic Anaesthesia and Critical Care, University Hospital of Martinique, F-97200 Fort de France, France; (C.I.); (F.B.-L.); (S.M.); (D.E.M.); (A.K.); (P.S.B.C.); (M.S.)
- Faculty of Medicine, University of Geneva, CH-1206 Geneva, Switzerland
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Taghiyev ZT, Jäger KE, Fuchs MV, Roth P, Dörr O, Böning A. Renal Function After Combined Treatment for Coronary Disease and Aortic Valve Replacement. Thorac Cardiovasc Surg 2025. [PMID: 39613301 DOI: 10.1055/a-2493-1495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2024]
Abstract
OBJECTIVES A single-center retrospective study was initialized to investigate the occurrence of acute kidney injury (AKI) and its impact on short- and long-term outcomes after aortic valve replacement in patients with aortic stenosis (AS) and complex coronary artery disease (CAD). METHODS Between January 2010 and December 2020, 1,232 patients with severe AS and CAD were treated. Propensity score matching generated 40 patient pairs with intermediate Society of Thoracic Surgeons (STS) risk scores (3.2 ± 0.3) and EuroSCORE II (4.1 ± 0.3) undergoing percutaneous (transcatheter aortic valve replacement [TAVR] + percutaneous coronary intervention [PCI]) or surgical (surgical aortic valve replacement [SAVR] + coronary artery bypass grafting [CABG]) combined procedures. The renal function-corrected ratio of contrast medium to body weight was calculated to determine the risk of postprocedural contrast medium-associated AKI. Renal retention values were recorded daily until the 7th day after the procedure. RESULTS The overall incidence of postprocedural AKI was similar between the groups. There was no correlation between the contrast medium volume to serum creatinine to body weight ratio and AKI occurrence. During the first 7 postprocedural days, creatinine clearance values were comparable: 68.97 ± 4.92 mL/min (SAVR + CABG) vs. 64.95 ± 9.78 mL/min (TAVR + PCI), mean difference 4.02, 95% CI (-24.5 to 16.4), p = 0.691. On the 7th day after the procedure, 35% (8/23) of patients with renal impairment had improved renal function. No correlation between impaired renal function and short- or long-term mortality was found in multivariable models. CONCLUSION Contrast agents may temporarily impair renal function during a minimally invasive percutaneous approach; however, occurrence of AKI was not related to the amount of contrast medium, and AKI was not associated with short- and long-term mortality.
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Affiliation(s)
- Zulfugar T Taghiyev
- Department of Cardiovascular Surgery, Justus-Liebig-University, Giessen, Germany
| | - Katharina E Jäger
- Department of Cardiovascular Surgery, Justus-Liebig-University, Giessen, Germany
| | - Martin V Fuchs
- Department of Cardiovascular Surgery, Justus-Liebig-University, Giessen, Germany
| | - Peter Roth
- Department of Cardiovascular Surgery, Justus-Liebig-University, Giessen, Germany
| | - Oliver Dörr
- Department of Cardiology, Justus-Liebig-University, Giessen, Germany
| | - Andreas Böning
- Department of Cardiovascular Surgery, Justus-Liebig-University, Giessen, Germany
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Mangner N, Schrader M, Haussig S, Kiefer P, Leontyev S, Kappert U, Alexiou K, Crusius L, Erbs S, Gasior T, Steul JH, Goto K, Trausch A, Hommel J, Abdel-Wahab M, Borger MA, Holzhey D, Linke A, Woitek FJ. Transfemoral Compared to Transapical Transcatheter Aortic Valve Implantation in Chronic Dialysis-Dependent Patients. J Clin Med 2024; 14:135. [PMID: 39797218 PMCID: PMC11721389 DOI: 10.3390/jcm14010135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Revised: 12/17/2024] [Accepted: 12/24/2024] [Indexed: 01/13/2025] Open
Abstract
Introduction: Patients with end-stage kidney disease (ESRD) represent a high-risk population in terms of both development of and death by cardiovascular diseases. Outcome data of ESRD patients with severe aortic valve stenosis (AS) treated by transcatheter aortic valve implantation (AVI) are scarce. We aim to compare the outcome of ESRD patients undergoing transfemoral (TF) or transapical (TA) AVI. Methods: From June 2006 to December 2019, 176 consecutive patients with ESRD receiving chronic hemodialysis underwent TF- or TA-AVI at two German heart centers. The primary outcome measure was 1-year all-cause mortality. Other outcomes included VARC-3 defined device success and early safety. Results: The cohort comprised 61 (34.7%) patients receiving TA-AVI and 115 (65.3%) patients receiving TF-AVI. Perioperative risk, assessed using the EuroScore II, was not different between groups. VARC-3 defined device success (52.5% vs. 80.0%, p < 0.001) and early safety (27.9% vs. 45.2%, p = 0.025) were lower in TA-AVI patients compared to the TF-AVI group. The 30-day mortality was 4.7-fold higher in TA- compared TF-AVI patients (24.6% vs. 5.2%, p < 0.001). The 1-year mortality was higher in TA- compared with TF-AVI patients (57.3% vs. 27.8%, p < 0.001). By applying a Cox regression analysis, it was found that TA-AVI was the only independent factor associated with 1-year all-cause mortality (HRadj 2.65 (95%-CI 1.63-4.30), p < 0.001). Conclusions: In ESRD patients, TA-AVI was associated with worse early outcomes and increased mortality up to 1 year compared to the TF-AVI. Transfemoral access is recommended, when feasible, in ESRD patients undergoing TAVI.
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Affiliation(s)
- Norman Mangner
- Herzzentrum Dresden, Department of Internal Medicine and Cardiology, Technische Universität Dresden, Fetscherstr. 76, 01307 Dresden, Germany (F.J.W.)
| | - Manuela Schrader
- Department of Internal Medicine/Cardiology, Heart Center Leipzig, University of Leipzig, 04289 Leipzig, Germany
| | - Stephan Haussig
- Herzzentrum Dresden, Department of Internal Medicine and Cardiology, Technische Universität Dresden, Fetscherstr. 76, 01307 Dresden, Germany (F.J.W.)
| | - Philipp Kiefer
- Department of Cardiac Surgery, Heart Center Leipzig, University of Leipzig, 04289 Leipzig, Germany
| | - Sergey Leontyev
- Department of Cardiac Surgery, Heart Center Leipzig, University of Leipzig, 04289 Leipzig, Germany
| | - Utz Kappert
- Herzzentrum Dresden, Department of Cardiac Surgery, Technische Universität Dresden, 01307 Dresden, Germany
| | - Konstantin Alexiou
- Herzzentrum Dresden, Department of Cardiac Surgery, Technische Universität Dresden, 01307 Dresden, Germany
| | - Lisa Crusius
- Herzzentrum Dresden, Department of Internal Medicine and Cardiology, Technische Universität Dresden, Fetscherstr. 76, 01307 Dresden, Germany (F.J.W.)
| | - Sandra Erbs
- Department of Internal Medicine/Cardiology, Heart Center Leipzig, University of Leipzig, 04289 Leipzig, Germany
| | - Tomasz Gasior
- Herzzentrum Dresden, Department of Internal Medicine and Cardiology, Technische Universität Dresden, Fetscherstr. 76, 01307 Dresden, Germany (F.J.W.)
- Faculty of Medicine, WSB University, 41-300 Dabrowa Gornicza, Poland
| | - Jean-Honoré Steul
- Herzzentrum Dresden, Department of Internal Medicine and Cardiology, Technische Universität Dresden, Fetscherstr. 76, 01307 Dresden, Germany (F.J.W.)
| | - Keita Goto
- Herzzentrum Dresden, Department of Internal Medicine and Cardiology, Technische Universität Dresden, Fetscherstr. 76, 01307 Dresden, Germany (F.J.W.)
| | - Anne Trausch
- Herzzentrum Dresden, Department of Internal Medicine and Cardiology, Technische Universität Dresden, Fetscherstr. 76, 01307 Dresden, Germany (F.J.W.)
| | - Jennifer Hommel
- Herzzentrum Dresden, Department of Internal Medicine and Cardiology, Technische Universität Dresden, Fetscherstr. 76, 01307 Dresden, Germany (F.J.W.)
| | - Mohamed Abdel-Wahab
- Department of Internal Medicine/Cardiology, Heart Center Leipzig, University of Leipzig, 04289 Leipzig, Germany
| | - Michael A. Borger
- Department of Cardiac Surgery, Heart Center Leipzig, University of Leipzig, 04289 Leipzig, Germany
| | - David Holzhey
- Department of Cardiac Surgery, Heart Center Leipzig, University of Leipzig, 04289 Leipzig, Germany
| | - Axel Linke
- Herzzentrum Dresden, Department of Internal Medicine and Cardiology, Technische Universität Dresden, Fetscherstr. 76, 01307 Dresden, Germany (F.J.W.)
| | - Felix J. Woitek
- Herzzentrum Dresden, Department of Internal Medicine and Cardiology, Technische Universität Dresden, Fetscherstr. 76, 01307 Dresden, Germany (F.J.W.)
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Nistal-Nuño B. Comparing ensemble learning algorithms and severity of illness scoring systems in cardiac intensive care units: a retrospective study. EINSTEIN-SAO PAULO 2024; 22:eAO0467. [PMID: 39417479 DOI: 10.31744/einstein_journal/2024ao0467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Accepted: 04/15/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND Beatriz Nistal-Nuño designed a machine learning system type of ensemble learning for patients undergoing cardiac surgery and intensive care unit cardiology patients, based on sequences of cardiovascular physiological measurements and other intensive care unit physiological measurements in addition to static features, which generates a score for prediction of mortality of cardiac intensive care unit patients. BACKGROUND ■ Gradient Boosting Machine and Random Forest models were built for prediction of mortality at cardiac intensive care units. BACKGROUND ■ A total of 9,761 intensive care unit stays of patients admitted under a Cardiac Surgery and Cardiac Medical services were studied. BACKGROUND ■ The AUROC and AUPRC values were significantly superior to seven conventional systems compared. BACKGROUND ■ The machine learning models' calibration curves were substantially closer to the ideal line. OBJECTIVE Logistic Regression has been used traditionally for the development of most predictor tools of intensive care unit mortality. The purpose of this study is to combine shared risk factors between patients undergoing cardiac surgery and intensive care unit cardiology patients to develop a risk score for prediction of mortality in cardiac intensive care unit patients, using machine learning. METHODS Gradient Boosting Machine and Distributed Random Forest models were developed based on 9,761 intensive care unit-stays from the MIMIC-III database. Sequential and static features were collected. The primary endpoint was intensive care unit mortality prediction. Discrimination, calibration, and accuracy statistics were evaluated. The predictive performance of traditional scoring systems was compared. RESULTS Machine learning models' AUROC and AUPRC were significantly superior to all conventional systems for the primary endpoint (p<0.05), with AUROC of 0.9413 for Gradient Boosting Machine and 0.9311 for Distributed Random Forest. Sensitivity was 0.6421 for Gradient Boosting Machine, 0.6 for Distributed Random Forest, and <0.3 for all conventional systems except for serial SOFA (0.6316). Precision was 0.574 for Gradient Boosting Machine, 0.566 for Distributed Random Forest, and <0.5 for all conventional systems. Diagnostic odds ratio was 58.8144 for Gradient Boosting Machine, 51.2926 for Distributed Random Forest and <34 for all conventional systems. Brier score was 0.025 for Gradient Boosting Machine and 0.028 for Distributed Random Forest, being worse for the traditional systems. Calibration curves of Gradient Boosting Machine and Distributed Random Forest were substantially closer to the ideal line. CONCLUSION The machine learning models showed superiority over the traditional scoring systems compared, with Gradient Boosting Machine having the best performance. Discrimination and calibration were excellent for Gradient Boosting Machine, followed by Distributed Random Forest. The machine learning methods exhibited better capacity for most accuracy statistics.
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Sinha S, Dong T, Dimagli A, Judge A, Angelini GD. A machine learning algorithm-based risk prediction score for in-hospital/30-day mortality after adult cardiac surgery. Eur J Cardiothorac Surg 2024; 66:ezae368. [PMID: 39374541 PMCID: PMC11522872 DOI: 10.1093/ejcts/ezae368] [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: 04/04/2024] [Revised: 09/14/2024] [Accepted: 10/03/2024] [Indexed: 10/09/2024] Open
Abstract
OBJECTIVES A study of the performance of in-hospital/30-day mortality risk prediction models using an alternative machine learning algorithm (XGBoost) in adults undergoing cardiac surgery. METHODS Retrospective analyses of prospectively routinely collected data on adult patients undergoing cardiac surgery in the UK from January 2012 to March 2019. Data were temporally split 70:30 into training and validation subsets. Independent mortality prediction models were created using sequential backward floating selection starting with 61 variables. Assessments of discrimination, calibration, and clinical utility of the resultant XGBoost model with 23 variables were then conducted. RESULTS A total of 224,318 adults underwent cardiac surgery during the study period with a 2.76% (N = 6,100) mortality. In the testing cohort, there was good discrimination (area under the receiver operator curve 0.846, F1 0.277) and calibration (especially in high-risk patients). Decision curve analysis showed XGBoost-23 had a net benefit till a threshold probability of 60%. The most important variables were the type of operation, age, creatinine clearance, urgency of the procedure and the New York Heart Association score. CONCLUSIONS Feature-selected XGBoost showed good discrimination, calibration and clinical benefit when predicting mortality post-cardiac surgery. Prospective external validation of a XGBoost-derived model performance is warranted.
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Affiliation(s)
- Shubhra Sinha
- Department of Cardiac Surgery, Bristol Heart Institute, Translational Health Sciences, University of Bristol, UK
| | - Tim Dong
- Department of Cardiac Surgery, Bristol Heart Institute, Translational Health Sciences, University of Bristol, UK
| | - Arnaldo Dimagli
- Department of Cardiac Surgery, Bristol Heart Institute, Translational Health Sciences, University of Bristol, UK
| | - Andrew Judge
- Department of Cardiac Surgery, Bristol Heart Institute, Translational Health Sciences, University of Bristol, UK
- National Institute for Health Research Bristol Biomedical Research Centre, University Hospitals Bristol and Weston NHS Foundation Trust and University of Bristol, Bristol, UK
| | - Gianni D Angelini
- Department of Cardiac Surgery, Bristol Heart Institute, Translational Health Sciences, University of Bristol, UK
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Fiameni R, Lucchelli M, Novelli C, Salice V, Orsenigo F, Gomarasca M, MoroSalihovic B, Mondin F, Mistraletti G, Beverina I. Impact of introduction of a goal directed transfusion strategy in a patient blood management program: A single cardiac surgery centre experience. Transfus Med 2024; 34:257-267. [PMID: 38945994 DOI: 10.1111/tme.13063] [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: 10/24/2023] [Revised: 05/16/2024] [Accepted: 06/18/2024] [Indexed: 07/02/2024]
Abstract
BACKGROUND The aim of this retrospective and observational study was to analyse the impact of the introduction of a goal directed transfusion (GDT) strategy based on a viscoelastic test (ROTEM®) and specific procoagulant products in a patient blood management (PBM) Program on blood product use and perioperative bleeding in a single cardiac surgery centre. STUDY DESIGN AND METHODS Patient population underwent cardiac surgery from 2011 to 2021 was divided in two groups based on PBM protocol used (G#11-14, years 2011-2014, G#15-21, years 2015-2021) and compared for the following variables: intraoperative and postoperative transfusions of packed red blood cell and any procoagulant products, postoperative drain blood loss volume and rate of re-exploration surgery. The second program was defined after the introduction of a GDT protocol based on viscoelastic tests and specific procoagulant products. RESULTS After the introduction of a GDT protocol, about 80% less amongst patients were transfused with fresh frozen plasma and any procoagulant product (p < 0.001 for both phases). Moreover, similar results were obtained with PRBC transfusions (p < 0.001) and drain blood loss volume (p = 0.006) in the postoperative phase. The main factors affecting the use of any procoagulant and PBRC transfusion in the multivariate logistic regression analysis was Group (2 versus 1, OR 0.207, p < 0.001) and preoperative haemoglobin (OR 0.728, p < 0.001), respectively. DISCUSSION In our experience, a GDT strategy for the diagnosis and treatment of the coagulopathy in patients undergone cardiac surgery led to a significant reduction in bleeding and transfusion.
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Affiliation(s)
- Riccardo Fiameni
- S.C. Rianimazione e Anestesia Legnano, ASST Ovest Milanese, Legnano, Italy
| | - Matteo Lucchelli
- S.C. Rianimazione e Anestesia Legnano, ASST Ovest Milanese, Legnano, Italy
| | - Chiara Novelli
- S.C. Immunoematologia e Centro Trasfusionale, ASST Ovest Milanese, Legnano, Italy
| | - Valentina Salice
- S.C. Rianimazione e Anestesia Legnano, ASST Ovest Milanese, Legnano, Italy
| | - Francesca Orsenigo
- S.C. Rianimazione e Anestesia Legnano, ASST Ovest Milanese, Legnano, Italy
| | - Mattia Gomarasca
- S.C. Rianimazione e Anestesia Legnano, ASST Ovest Milanese, Legnano, Italy
| | | | - Federico Mondin
- S.C. Rianimazione e Anestesia Legnano, ASST Ovest Milanese, Legnano, Italy
| | - Giovanni Mistraletti
- S.C. Rianimazione e Anestesia Legnano, ASST Ovest Milanese, Legnano, Italy
- Dipartimento di Fisiopatologia Medico-Chirurgica e dei Trapianti, Università degli Studi di Milano, Italy
| | - Ivo Beverina
- S.C. Immunoematologia e Centro Trasfusionale, ASST Ovest Milanese, Legnano, Italy
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Johnston N, James SK, Lindhagen L, Ståhle E, Christersson C. Sex-specific aspects on prognosis after aortic valve replacement for aortic stenosis: a SWEDEHEART registry study. Open Heart 2024; 11:e002725. [PMID: 39043607 PMCID: PMC11268039 DOI: 10.1136/openhrt-2024-002725] [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: 06/14/2024] [Accepted: 07/05/2024] [Indexed: 07/25/2024] Open
Abstract
OBJECTIVE To compare long-term cardiovascular (CV) outcomes between men and women with aortic stenosis (AS) undergoing aortic valve replacement (AVR) by the type of valve implant. METHODS The study population consisted of 14 123 non-selected patients with AS undergoing first-time AVR and included in the Swedish Web system for Enhancement and Development of Evidence-based care in Heart disease Evaluated According to Recommended Therapies (SWEDEHEART) registry during 2008-2016. Comparisons were made between men and women and type of valve implant (ie, surgical implantation with a mechanical (mSAVR) (n=1 966) or biological valve (bioSAVR) (n=9 801)) or by a transcatheter approach (TAVR) (n=2 356). Outcomes included all-cause mortality, ischaemic stroke, major bleeding, thromboembolic events, heart failure and myocardial infarction, continuously adjusted for significant comorbidities and medical treatment. RESULTS In the mSAVR cohort, there were no significant sex differences in any CV events. In the bioSAVR cohort, a higher risk of death (HR: 1.14; 95% CI: 1.04 to 1.26, p=0.007) and major bleeding (HR: 1.41; 95% CI: 1.18 to 1.69, p<0.001) was observed in men. In the TAVR cohort, men suffered a higher risk of death (HR: 1.24; 95% CI: 1.07 to 1.45, p=0.005), major bleeding (HR: 1.35; 95% CI: 1.00 to 1.82, p=0.022) and thromboembolism (HR: 1.35, 95% CI: 1.00 to 1.82, p=0.047). CONCLUSION No significant long-term difference in CV events was noted between men and women undergoing AVR with a mechanical aortic valve. In both the bioSAVR and TAVR cohort, mortality was higher in men who also had an increased incidence of several other CV events.
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Affiliation(s)
- Nina Johnston
- Department of Medical Sciences, Cardiology, Uppsala University, Uppsala Clinical Research Center, Uppsala, Sweden
| | - Stefan K James
- Department of Medical Sciences, Cardiology, Uppsala University, Uppsala Clinical Research Center, Uppsala, Sweden
| | - Lars Lindhagen
- Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden
| | - Elisabeth Ståhle
- Department of Surgical Sciences, Thoracic Surgery, Uppsala University Hospital, Uppsala, Sweden
| | - Christina Christersson
- Department of Medical Sciences, Cardiology, Uppsala University, Uppsala Clinical Research Center, Uppsala, Sweden
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Kirton LW, Cruz RS, Navarra L, Eathorne A, Cook J, Beasley R, Young PJ. Effect of automated titration of oxygen on time spent in a prescribed oxygen saturation range in adults in the ICU after cardiac surgery. CRIT CARE RESUSC 2024; 26:64-70. [PMID: 39072230 PMCID: PMC11282340 DOI: 10.1016/j.ccrj.2024.01.001] [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: 11/16/2023] [Revised: 01/08/2024] [Accepted: 01/09/2024] [Indexed: 07/30/2024]
Abstract
Objective The objective of this study was to determine whether automated titration of the fraction of inspired oxygen (FiO2) increases the time spent with oxygen saturation (SpO2) within a predetermined target SpO2 range compared with manually adjusted high-flow oxygen therapy in postoperative cardiac surgical patients managed in the intensive care unit (ICU). Design Single-centre, open-label, randomised clinical trial. Setting Tertiary centre ICU. Participants Recently extubated adults following elective cardiac surgery who required supplemental oxygen. Interventions Automatically adjusted FiO2 (using an automated oxygen control system) compared with manual FiO2 titration, until cessation of oxygen therapy, ICU discharge, or 24 h (whichever was sooner). Main outcome measures The primary outcome was the proportion of time receiving oxygen therapy with the SpO2 in a SpO2 target range of 92-96 %. Results Among 65 participants, the percentage of time per patient spent in the target SpO2 range was a median of 97.7 % (interquartile range: 87.9-99.2 %) and 91.3 % (interquartile range: 77.1-96.1 %) in the automated (n = 28) and manual (n = 28) titration groups, respectively. The estimated effect of automated FiO2, compared to manual FiO2 titration, was to increase the percentage of time spent in the target range by a median of 4.8 percentage points (95 % confidence interval: 1.6 to 10.3 percentage points, p = 0.01). Conclusion In patients recently extubated after cardiac surgery, automated FiO2 titration significantly increased time spent in a target SpO2 range of 92-96 % compared to manual FiO2 titration.
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Affiliation(s)
- Louis W. Kirton
- Medical Research Institute of New Zealand, Wellington, New Zealand
- Victoria University Wellington, Wellington, New Zealand
| | - Raulle Sol Cruz
- Medical Research Institute of New Zealand, Wellington, New Zealand
- Te Whatu Ora, Capital and Coast, Wellington, New Zealand
| | - Leanlove Navarra
- Medical Research Institute of New Zealand, Wellington, New Zealand
- Te Whatu Ora, Capital and Coast, Wellington, New Zealand
| | - Allie Eathorne
- Medical Research Institute of New Zealand, Wellington, New Zealand
| | - Julie Cook
- Medical Research Institute of New Zealand, Wellington, New Zealand
| | - Richard Beasley
- Medical Research Institute of New Zealand, Wellington, New Zealand
- Victoria University Wellington, Wellington, New Zealand
| | - Paul J. Young
- Medical Research Institute of New Zealand, Wellington, New Zealand
- Te Whatu Ora, Capital and Coast, Wellington, New Zealand
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Manes MT, Ritacco AR, Cassano S, Ferrò MT, Manduca B, Spaccarotella C, Musacchio D. The Heart Team during the Pandemic: A Case Report of Bio-Prosthesis Degeneration Treated with Valve in Valve Implantation. J Cardiovasc Echogr 2024; 34:77-81. [PMID: 39086702 PMCID: PMC11288296 DOI: 10.4103/jcecho.jcecho_12_23] [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: 02/07/2023] [Revised: 05/02/2023] [Accepted: 05/23/2023] [Indexed: 08/02/2024] Open
Abstract
The pandemic changed the type of patients. The concept of "patient at the center" became concrete. The execution of simple consultancy was overcome to create effective collaboration and fruitful exchanges between specialists. The "Heart Team" model is on increasing affirmation. The TEAM-BASED approach in the cardiology field is successfully used in patients suffering from ischemic heart disease and valvulopathies for the choice of possible treatments. Degenerative type Sao is the most frequent valvulopathy among the valvulopathies in Western countries and its incidence is correlated with age. In high-risk patients, percutaneous valve replacement (transcatheter aortic valve implantation) is the most valid therapeutic option. The implantation of biological prostheses raises the problem of both degeneration and dysfunction of the prosthesis itself over time in subjects of advanced age and with comorbidities. In this scenario, valve-in-valve (VinV) is a valid therapeutic alternative in high-risk patients. A clinical case of aortic prosthetic degeneration, as an outcome of endocarditis, treated with VinV is presented. The therapeutic decision was made by an "Electronic Heart Team" which represents a further evolution of the treatment pathways and reduces the distance between the specialists in "Hub" Centers and the "Spoke" center.
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Affiliation(s)
| | | | - Susanna Cassano
- Department of Cardiology, Paola-Cetraro Hospital, Paola CS, Italy
| | | | - Bruno Manduca
- Department of Cardiology, Paola-Cetraro Hospital, Paola CS, Italy
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17
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Ren J, Bowyer A, Tian DH, Reid CM, Hwang B, Royse C, El-Ansary D, Royse A. Sex differences in long-term survival after total arterial coronary artery bypass grafting. Eur J Cardiothorac Surg 2024; 65:ezae106. [PMID: 38492562 DOI: 10.1093/ejcts/ezae106] [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] [Received: 08/31/2023] [Revised: 03/04/2024] [Accepted: 03/14/2024] [Indexed: 03/18/2024] Open
Abstract
OBJECTIVES It is uncertain if the evidence on improved long-term survival of total arterial coronary artery bypass grafting applies to female patients. This study aims to compare the long-term survival outcomes of using total arterial revascularization (TAR) versus at least 1 saphenous vein graft separately for men and women. METHODS This retrospective analysis of the Australian and New Zealand Society of Cardiac-Thoracic Surgical Database had administrative linkage to the National Death Index. We identified all patients undergoing primary isolated coronary bypass from June 2001 to January 2020 inclusive. Following sex stratification, propensity score matching with 36 variables and Cox proportional hazard regression were used to facilitate adjusted comparisons. A Cox interaction-term analysis was performed to investigate the impact of sex on TAR survival benefit. The primary outcome was all-cause mortality. RESULTS Of the 69 624 eligible patients receiving at least 2 grafts, 13 019 (18.7%) were female patients. Matching generated 14 951 male and 3530 female pairs. Compared to vein-dependent procedures, TAR was associated with significantly reduced incidence of long-term all-cause mortality for both male (hazard ratio, 0.86; 95% confidence interval, 0.81-0.91; P < 0.001) and female (hazard ratio, 0.82; 95% confidence interval, 0.73-0.91; P < 0.001) cohorts. Interaction-term analysis indicated no significant subgroup effect from sex (P = 0.573) on the survival advantage of TAR. The treatment effect provided by TAR remained significant across most sex-stratified disease subgroups. CONCLUSIONS TAR, when compared to the use of at least 1 saphenous vein graft, provides comparable superior long-term survival outcomes in both females and males.
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Affiliation(s)
- Justin Ren
- Department of Surgery, The University of Melbourne, Melbourne, VIC, Australia
- Department of Cardiothoracic Surgery, Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Andrea Bowyer
- Department of Surgery, The University of Melbourne, Melbourne, VIC, Australia
- Department of Anesthesia and Pain Management, Royal Melbourne Hospital, Melbourne, VIC, Australia
- Outcomes Research Consortium, Cleveland Clinic, Cleverland, OH, USA
| | - David H Tian
- Department of Surgery, The University of Melbourne, Melbourne, VIC, Australia
- Department of Anaesthesia and Perioperative Medicine, Westmead Hospital, Sydney, NSW, Australia
| | - Christopher M Reid
- Department of Population Health, Curtin University, Perth, WA, Australia
| | - Bridget Hwang
- Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Colin Royse
- Department of Surgery, The University of Melbourne, Melbourne, VIC, Australia
- Department of Anesthesia and Pain Management, Royal Melbourne Hospital, Melbourne, VIC, Australia
- Outcomes Research Consortium, Cleveland Clinic, Cleverland, OH, USA
| | - Doa El-Ansary
- Department of Surgery, The University of Melbourne, Melbourne, VIC, Australia
- Department of Biomedical and Health Sciences, Royal Melbourne Institute of Technology, Melbourne, VIC, Australia
- Department of Physiotherapy, Shanghai University of Medicine and Health Sciences, Shanghai, China
| | - Alistair Royse
- Department of Surgery, The University of Melbourne, Melbourne, VIC, Australia
- Department of Cardiothoracic Surgery, Royal Melbourne Hospital, Melbourne, VIC, Australia
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Mª Lourdes DRS, Sergio AR, Francisco ROJ, Blanco-Saez M. Gait speed assessment as a prognostic tool for morbidity and mortality in vulnerable older adult patients following vascular surgery. Geriatr Nurs 2024; 56:25-31. [PMID: 38198923 DOI: 10.1016/j.gerinurse.2023.12.005] [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: 08/23/2023] [Revised: 12/06/2023] [Accepted: 12/07/2023] [Indexed: 01/12/2024]
Abstract
INTRODUCTION Predicting the risk associated with vascular surgery in older adult patients has become increasingly challenging, primarily due to limitations in existing risk assessment tools. This study aimed to evaluate the utility of gait speed, a clinical indicator of frailty, in enhancing the prediction of mortality and morbidity in older adult patients undergoing vascular surgery. METHODS A single-center prospective cohort study was conducted, involving older adult patients undergoing vascular surgery at four tertiary care hospitals between 2021 and 2022. Eligible patients were aged 80 years or older and scheduled for surgical treatment of peripheral arterial disease of the lower limbs (IIb Leriche-Le Fontaine). The primary factor of interest was gait speed, defined as taking more than 6 s to walk 5 meters. The primary outcomes were in-hospital postoperative mortality and major morbidity. RESULTS The cohort comprised 131 patients with a mean age of 82.8 ± 1.4 years, with 34 % being female. Before vascular surgery, 60 patients (46 %) were categorized as slow walkers. Slow walkers were more likely to be female (43 % vs. 25 %, p < 0.03) and diabetic (50 % vs. 28 %, p < 0.01). Among the patients, 30 (23 %) experienced the primary composite outcome of mortality or major morbidity following vascular surgery. After adjusting for the American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP®) Surgical Risk Calculator, slow gait speed independently predicted the composite outcome (odds ratio: 3.05; 95 % confidence interval: 1.23 to 7.54). CONCLUSIONS Gait speed is a straightforward and effective test that can help identify a subgroup of frail older adult patients at an elevated and incremental risk of mortality and major morbidity after vascular surgery. While gait speed remains a valuable clinical indicator of frailty, it is important to recognize that the broader context of mobility plays a pivotal role in postoperative outcomes.
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Affiliation(s)
- Del Río-Solá Mª Lourdes
- Department of Surgery, Ophthalmology, Otorhinolaryngology, Physiotherapy. University Clinical Hospital of Valladolid. University of Valladolid. Av. Ramón y Cajal, 7, 47003 Valladolid, Spain.
| | - Asensio-Rodriguez Sergio
- Department of Vascular Surgery. University Clinical Hospital of Valladolid. Av. Ramón y Cajal, 7, 47003 Valladolid, Spain
| | - Roedan-Oliver Joan Francisco
- Department of Vascular Surgery. University Clinical Hospital of Valladolid. Av. Ramón y Cajal, 7, 47003 Valladolid, Spain
| | - Miriam Blanco-Saez
- Department of Cardiovascular Surgery. University Clinical Hospital of Salamanca. P.º de San Vicente, 182, 37007 Salamanca, Spain
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Farkash A, Gordon A, Mohr R, Sela O, Pevni D, Ziv-Baran T, Grupper A, Kfir JE, Ben-Gal Y. Single versus bilateral internal thoracic artery grafting in patients with impaired renal function. PLoS One 2024; 19:e0297194. [PMID: 38354161 PMCID: PMC10866522 DOI: 10.1371/journal.pone.0297194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 12/31/2023] [Indexed: 02/16/2024] Open
Abstract
OBJECTIVE The optimal strategy for surgical revascularization in patients with impaired renal function is inconclusive. We compared early and late outcomes between bilateral internal thoracic artery (BITA) and single ITA (SITA) grafting in patients with renal dysfunction. METHODS This is a retrospective analysis of all the patients with multivessel disease and impaired renal function (estimated glomerular filtration rate <60mL/min/1.73m2) who underwent isolated coronary artery bypass graft (CABG) in our center during 1996-2011, utilizing either BITA or SITA revascularization. RESULTS Of the 5301 patients with multivessel disease who underwent surgical revascularization during the study period, 391 were with impaired renal function: 212 (54.2%) underwent BITA, 179 (45.8%) underwent SITA. Patients who underwent BITA were less likely to have comorbidities. Statistically significant differences were not observed between the BITA and SITA groups in 30-day mortality (5.6% vs. 9.0%, p = 0.2) and in rates of early stroke, myocardial infarction, and sternal infection (4.5% vs. 6.1%, p = 0.467; 1.7% vs. 2.8%, p = 0.517; and 2.2% vs. 5.7%, p = 0.088, respectively). Long-term survival of the BITA group was better: median 8.36 vs. 4.14 years, p<0.001. In multivariable analysis, BITA revascularization was associated with decreased late mortality (HR = 0.704, 95% CI: 0.556-0.89, p = 0.003). In analysis of a matched cohort (134 pairs), early outcomes did not differ between the groups; however, in multivariable analysis, BITA revascularization was associated with decreased late mortality (HR = 0.35 (95%CI 0.18-0.68), p = 0.002). CONCLUSIONS BITA revascularization did not impact early outcome in patients with CRF, but demonstrated a significant protective effect on long-term survival in the unmatched and matched cohorts.
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Affiliation(s)
- Ariel Farkash
- Department of Cardiothoracic Surgery, Tel Aviv Sourasky Medical Center and Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Amit Gordon
- Department of Cardiothoracic Surgery, Tel Aviv Sourasky Medical Center and Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Rephael Mohr
- Department of Cardiothoracic Surgery, Tel Aviv Sourasky Medical Center and Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Orr Sela
- Department of Cardiothoracic Surgery, Tel Aviv Sourasky Medical Center and Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Dmitri Pevni
- Department of Cardiothoracic Surgery, Tel Aviv Sourasky Medical Center and Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Tomer Ziv-Baran
- Department of Epidemiology and Preventive Medicine, School of Public Health, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ayelet Grupper
- Department of Nephrology, Tel Aviv Sourasky Medical Center and Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Jonathan E. Kfir
- Department of Cardiothoracic Surgery, Tel Aviv Sourasky Medical Center and Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Yanai Ben-Gal
- Department of Cardiothoracic Surgery, Tel Aviv Sourasky Medical Center and Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Taghizadeh-Waghefi A, Petrov A, Arzt S, Alexiou K, Tugtekin SM, Matschke K, Kappert U, Wilbring M. Clinical Outcomes after Multivalve Surgery in Octogenarians: Evaluating the Need for a Paradigm Shift. J Clin Med 2024; 13:745. [PMID: 38337441 PMCID: PMC10856504 DOI: 10.3390/jcm13030745] [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: 12/01/2023] [Revised: 01/09/2024] [Accepted: 01/24/2024] [Indexed: 02/12/2024] Open
Abstract
(1) Background: this study addresses the lack of comprehensive research on outcomes in octogenarians undergoing cardiac surgery for multivalvular disease, emphasizing the need for a critical examination of the intervention's overall worth in this aging population. (2) Methods: By analyzing short-term and mid-term data from 101 consecutive octogenarian patients undergoing multivalve surgery, the study identifies predictors for in-hospital and one-year mortality. (3) Results: In-hospital mortality increased fourfold with the occurrence of at least one postoperative complication. Octogenarians undergoing multivalve surgery experienced an in-hospital mortality rate of 13.9% and an overall one-year mortality rate of 43.8%. Postoperative delirium was identified as an independent risk factor, contributing to elevated risks of both in-hospital and one-year mortality. Prolonged surgical procedure time emerged as an independent risk factor associated with increased in-hospital mortality. Continuous veno-venous hemodialysis showed an independent impact on in-hospital mortality. Both re-intubation and the transfusion of packed red blood cells were identified as independent risk factors for one-year mortality. (4) Conclusions: This study urges a critical examination of the justification for multivalve surgeries in high-risk elderly patients, emphasizing a paradigm shift. It advocates for interdisciplinary collaboration and innovative strategies, such as staged hybrid procedures, to improve therapeutic approaches for this challenging patient group to achieve a better therapeutic outcome for these patients.
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Affiliation(s)
- Ali Taghizadeh-Waghefi
- Medical Faculty “Carl Gustav Carus”, Technical University of Dresden, 01307 Dresden, Germany (M.W.)
- Center of Minimally Invasive Cardiac Surgery, University Heart Center Dresden, Medical Faculty of the Technical University of Dresden, 01037 Dresden, Germany
| | - Asen Petrov
- Medical Faculty “Carl Gustav Carus”, Technical University of Dresden, 01307 Dresden, Germany (M.W.)
- Center of Minimally Invasive Cardiac Surgery, University Heart Center Dresden, Medical Faculty of the Technical University of Dresden, 01037 Dresden, Germany
| | - Sebastian Arzt
- Medical Faculty “Carl Gustav Carus”, Technical University of Dresden, 01307 Dresden, Germany (M.W.)
- Center of Minimally Invasive Cardiac Surgery, University Heart Center Dresden, Medical Faculty of the Technical University of Dresden, 01037 Dresden, Germany
| | - Konstantin Alexiou
- Medical Faculty “Carl Gustav Carus”, Technical University of Dresden, 01307 Dresden, Germany (M.W.)
- Center of Minimally Invasive Cardiac Surgery, University Heart Center Dresden, Medical Faculty of the Technical University of Dresden, 01037 Dresden, Germany
| | - Sems-Malte Tugtekin
- Medical Faculty “Carl Gustav Carus”, Technical University of Dresden, 01307 Dresden, Germany (M.W.)
- Center of Minimally Invasive Cardiac Surgery, University Heart Center Dresden, Medical Faculty of the Technical University of Dresden, 01037 Dresden, Germany
| | - Klaus Matschke
- Medical Faculty “Carl Gustav Carus”, Technical University of Dresden, 01307 Dresden, Germany (M.W.)
- Center of Minimally Invasive Cardiac Surgery, University Heart Center Dresden, Medical Faculty of the Technical University of Dresden, 01037 Dresden, Germany
| | - Utz Kappert
- Medical Faculty “Carl Gustav Carus”, Technical University of Dresden, 01307 Dresden, Germany (M.W.)
- Center of Minimally Invasive Cardiac Surgery, University Heart Center Dresden, Medical Faculty of the Technical University of Dresden, 01037 Dresden, Germany
| | - Manuel Wilbring
- Medical Faculty “Carl Gustav Carus”, Technical University of Dresden, 01307 Dresden, Germany (M.W.)
- Center of Minimally Invasive Cardiac Surgery, University Heart Center Dresden, Medical Faculty of the Technical University of Dresden, 01037 Dresden, Germany
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Nardi P, Altieri C, Pisano C, Oddi FM, Ranucci A, Fresilli M, Salvati AC, Buioni D, Scognamiglio M, Ajello V, Bassano C, Ascoli Marchetti A, Ippoliti A, Ruvolo G. Early-Staged Carotid Artery Stenting Prior to Coronary Artery Bypass Grafting: Analysis of the Early and Mid-Term Results in Comparison with a Consecutive Cohort of Isolated Coronary Artery Surgery Patients. J Clin Med 2024; 13:480. [PMID: 38256614 PMCID: PMC10816890 DOI: 10.3390/jcm13020480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 01/09/2024] [Accepted: 01/13/2024] [Indexed: 01/24/2024] Open
Abstract
AIM The aim of the present study was to analyze retrospectively the results of patients who underwent early-staged, i.e., within 24-48 h, carotid artery stenting (e-s CAS) before coronary artery bypass grafting (CABG). METHODS Between December 2014 and December 2022, 1046 consecutive patients underwent CABG; 31 of these patients (3%) were subjected to e-s CAS prior to CABG (e-s CAS + CABG group). Preoperative and intraoperative variables and early and mid-term results of the e-s CAS + CABG group were compared with those of patients who underwent isolated CABG (CABG group). RESULTS As compared with the CABG group, the e-s CAS + CABG group showed a worse clinical risk profile due to higher Euroscore-2 values and incidence of obstructive pulmonary disease and bilateral carotid artery and peripheral artery diseases (p < 0.05, for all comparisons). The combined end point of operative mortality, periprocedural myocardial infarction, and stroke was 3.2% (0%/0%/3.2%) in the e-s CAS + CABG group vs. 5.9% (2.2%/2.8%/0.9%) in the CABG group (p > 0.5, for all measurements). At 5 years, actuarial survival was 74% ± 16% in the e-s CAS + CABG group vs. 93% ± 4.0% in the CABG group, freedom from cardiac death was 100% vs. 98% ± 1.0% (p = 0.6), and freedom from MACCEs was 85% ± 15% vs. 97% ± 2.5% (p > 0.1, for all comparisons). Independent predictors of all-causes death were advanced age at the operation (p < 0.0001), a lower value for left ventricular ejection fraction (p = 0.05), and a high Euroscore-2 (p = 0.04). CONCLUSIONS CABG preceded by e-s CAS appears to be associated with satisfactory early outcomes while limiting the risk of myocardial infarction to a very short time interval between the two procedures. Freedom from late all-causes death, cardiac death, and MACCEs were comparable and equally satisfactory, underscoring the positive protective effects of CAS and CABG on the carotid and coronary territories over time.
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Affiliation(s)
- Paolo Nardi
- Cardiac Surgery Division, Tor Vergata University Hospital, 00133 Rome, Italy; (C.P.); (A.C.S.); (D.B.); (M.S.); (C.B.); (G.R.)
| | - Claudia Altieri
- Unit of Cardiology of the Cardiac Surgery Division, Tor Vergata University Hospital, 00133 Rome, Italy;
| | - Calogera Pisano
- Cardiac Surgery Division, Tor Vergata University Hospital, 00133 Rome, Italy; (C.P.); (A.C.S.); (D.B.); (M.S.); (C.B.); (G.R.)
| | - Fabio Massimo Oddi
- Unit of Vascular Surgery, Tor Vergata University Hospital, 00133 Rome, Italy; (F.M.O.); (A.R.); (M.F.); (A.A.M.); (A.I.)
| | - Alessandro Ranucci
- Unit of Vascular Surgery, Tor Vergata University Hospital, 00133 Rome, Italy; (F.M.O.); (A.R.); (M.F.); (A.A.M.); (A.I.)
| | - Mauro Fresilli
- Unit of Vascular Surgery, Tor Vergata University Hospital, 00133 Rome, Italy; (F.M.O.); (A.R.); (M.F.); (A.A.M.); (A.I.)
| | - Alessandro Cristian Salvati
- Cardiac Surgery Division, Tor Vergata University Hospital, 00133 Rome, Italy; (C.P.); (A.C.S.); (D.B.); (M.S.); (C.B.); (G.R.)
| | - Dario Buioni
- Cardiac Surgery Division, Tor Vergata University Hospital, 00133 Rome, Italy; (C.P.); (A.C.S.); (D.B.); (M.S.); (C.B.); (G.R.)
| | - Mattia Scognamiglio
- Cardiac Surgery Division, Tor Vergata University Hospital, 00133 Rome, Italy; (C.P.); (A.C.S.); (D.B.); (M.S.); (C.B.); (G.R.)
| | - Valentina Ajello
- Unit of Cardio-Thoracic Anesthesia, Tor Vergata University Hospital, 00133 Rome, Italy;
| | - Carlo Bassano
- Cardiac Surgery Division, Tor Vergata University Hospital, 00133 Rome, Italy; (C.P.); (A.C.S.); (D.B.); (M.S.); (C.B.); (G.R.)
| | - Andrea Ascoli Marchetti
- Unit of Vascular Surgery, Tor Vergata University Hospital, 00133 Rome, Italy; (F.M.O.); (A.R.); (M.F.); (A.A.M.); (A.I.)
| | - Arnaldo Ippoliti
- Unit of Vascular Surgery, Tor Vergata University Hospital, 00133 Rome, Italy; (F.M.O.); (A.R.); (M.F.); (A.A.M.); (A.I.)
| | - Giovanni Ruvolo
- Cardiac Surgery Division, Tor Vergata University Hospital, 00133 Rome, Italy; (C.P.); (A.C.S.); (D.B.); (M.S.); (C.B.); (G.R.)
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22
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El Hatimi S, Erpelding ML, Selton-Suty C, Botros JB, Goehringer F, Berthelot E, Elfarra M, Deconinck L, Para M, Provenchere S, Hoen B, Agrinier N, Duval X, Iung B. Predictive performance of surgical mortality risk scores in infective endocarditis. Eur J Cardiothorac Surg 2024; 65:ezad433. [PMID: 38175782 DOI: 10.1093/ejcts/ezad433] [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] [Received: 07/29/2023] [Revised: 12/14/2023] [Accepted: 12/28/2023] [Indexed: 01/06/2024] Open
Abstract
OBJECTIVES This observational study aimed to evaluate Association pour l'Etude et la Prévention de l'Endocardite Infectieuse (AEPEI) surgery score predictive performance in comparison to general (EuroSCORE I, II) and specific (De Feo, PALSUSE) surgical risk scores for infective endocarditis (IE). METHODS The study included patients who underwent surgery for IE during the acute phase at Bichat University Hospital (Paris, France) between 1 January 2006 and 31 December 2016 and at Nancy University Hospital (Nancy, France) between 1 January 2009 and 31 December 2019. Patients with IE complicating percutaneous aortic valve implantations or implantable intra-cardiac devices were excluded. Discrimination and calibration were assessed using receiver operating characteristic curve analysis, calibration curves and the Hosmer-Lemeshow test. RESULTS In-hospital mortality rates were 18% at Bichat and 16% at Nancy. Discrimination was high for all risk scores at Bichat (area under the receiver operating characteristic curve = 0.77 for EuroSCORE I, 0.78 for EuroSCORE II, 0.76 for De Feo score, 0.72 for PALSUSE and 0.73 for AEPEI with 95% confidence interval ranging from 0.67 to 0.83), but lower at Nancy (0.56 for EuroSCORE I, 0.65 for EuroSCORE II, 0.63 for De Feo score, 0.67 for PALSUSE and 0.66 for AEPEI score with 95% confidence interval ranging from 0.47 to 0.75). With Brier score, all scores were adequately calibrated in both populations between 0.129 (De Feo) and 0.135 (PALSUSE) for Bichat and between 0.128 (De Feo) and 0.135 (EuroSCORE I) for Nancy. With the Hosmer-Lemeshow test, the AEPEI score exhibited the best calibration (observed/predicted ratio 1.058 in Bichat, 1.087 in Nancy). CONCLUSIONS This surgical score external validation in 2 large independent populations demonstrated that the AEPEI surgical score had the best predictive performance compared to other prognosis scores. It could be helpful in clinical practice to assist the endocarditis team in decision-making.
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Affiliation(s)
- Safwane El Hatimi
- Cardiology Department, Université Paris-Saclay, AP-HP, Hôpital Bicêtre, Le Kremlin-Bicêtre, France
| | - Marie-Line Erpelding
- Clinical Epidemiology Department, Université de Lorraine CHRU Nancy, INSERM, CIC, Nancy, France
| | | | - Jean-Baptiste Botros
- Cardiology Department, Université Paris-Cité, AP-HP, Hôpital Bichat, Paris, France
| | - François Goehringer
- Infectious and Tropical Diseases Department, Université de Lorraine CHRU Nancy, Nancy, France
| | - Emmanuelle Berthelot
- Cardiology Department, Université Paris-Saclay, AP-HP, Hôpital Bicêtre, Le Kremlin-Bicêtre, France
| | - Mazen Elfarra
- Cardiac Surgery Department, Université de Lorraine CHRU Nancy, Nancy, France
| | - Laurène Deconinck
- Infectious and Tropical Diseases Department, Université Paris-Cité, AP-HP, Hôpital Bichat, Paris, France
| | - Marylou Para
- Cardiac Surgery Department, Université Paris-Cité, AP-HP, Hôpital Bichat, Paris, France
| | - Sophie Provenchere
- Anaesthesiology Department, Université Paris-Cité, AP-HP, Hôpital Bichat, Paris, France
| | - Bruno Hoen
- Infectious and Tropical Diseases Department, Université de Lorraine CHRU Nancy, Nancy, France
| | - Nelly Agrinier
- Clinical Epidemiology Department, Université de Lorraine CHRU Nancy, INSERM, CIC, Nancy, France
| | - Xavier Duval
- Infectious and Tropical Diseases Department, Université Paris-Cité, AP-HP, Hôpital Bichat, Paris, France
- Inserm CIC 1425, IAME, Paris, France
| | - Bernard Iung
- Cardiology Department, Université Paris-Cité, AP-HP, Hôpital Bichat, Paris, France
- Inserm U1148, Laboratory for Vascular Translational Science, Paris, France
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23
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Laenens D, Stassen J, Galloo X, Myagmardorj R, Marsan NA, Bax JJ. Association Between Left Ventricular Apical-to-Basal Strain Ratio and Conduction Disorders after Aortic Valve Replacement. J Am Soc Echocardiogr 2024; 37:77-86. [PMID: 37730096 DOI: 10.1016/j.echo.2023.09.008] [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] [Received: 05/24/2023] [Revised: 09/01/2023] [Accepted: 09/11/2023] [Indexed: 09/22/2023]
Abstract
BACKGROUND The aim of the study was to evaluate whether left ventricular apical-to-basal longitudinal strain differences, representing advanced basal interstitial fibrosis, are associated with conduction disorders after aortic valve replacement (AVR) in patients with severe aortic stenosis. METHODS Patients with aortic stenosis undergoing AVR were included. The apical-to-basal strain ratio was calculated by dividing the average strain of the apical segments by the average strain of the basal segments. Values >1.9 were considered abnormal, as previously described. All patients were followed up for the occurrence of complete left or right bundle branch block or permanent pacemaker implantation within 2 years after AVR. Subgroup analysis was performed in patients undergoing transcatheter AVR. RESULTS Two hundred seventy-four patients were included (median age of 74 years [interquartile range, 65, 80], 46.4% male). During a median follow-up of 12.2 months (interquartile range, 0.2, 24.3), 74 patients (27%) developed complete bundle branch block or were implanted with a permanent pacemaker. These patients more often had an abnormal apical-to-basal strain ratio. Cumulative event-free survival analysis showed worse outcome in patients with an abnormal apical-to-basal strain ratio (log rank χ2 = 7.258, P = .007). In multivariable Cox regression analysis, an abnormal apical-to-basal strain ratio was the only independent factor associated with the occurrence of complete bundle branch block or permanent pacemaker implantation after adjusting for other factors previously shown to be associated with conduction disorders after AVR. Subgroup analysis confirmed the independent association of an abnormal apical-to-basal strain ratio with conduction disorders after transcatheter AVR. CONCLUSION The apical-to-basal strain ratio is independently associated with conduction disorders after AVR and could guide risk stratification in patients potentially at risk for pacemaker implantation.
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Affiliation(s)
- Dorien Laenens
- Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Jan Stassen
- Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands; Department of Cardiology, Jessa Hospital, Hasselt, Belgium
| | - Xavier Galloo
- Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands; Department of Cardiology, University Hospital Brussels, Jette, Belgium
| | | | - Nina Ajmone Marsan
- Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Jeroen J Bax
- Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands; Department of Cardiology, Turku Heart Center, University of Turku and Turku University Hospital, Turku, Finland.
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Keleş BO, Yılmaz ET, Altınbaş A, Zengin S, Yılmaz S. When is the Ideal Time to Calculate the Vasoactive Inotropic Score as a Predictor of Mortality and Morbidity in Cardiac Surgery? A Retrospective Study. Ann Card Anaesth 2024; 27:37-42. [PMID: 38722119 PMCID: PMC10876136 DOI: 10.4103/aca.aca_127_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Revised: 09/09/2023] [Accepted: 09/29/2023] [Indexed: 05/12/2024] Open
Abstract
INTRODUCTION The aim of this study was to evaluate the prediction of vasoactive inotropic score (VIS) on early mortality and morbidity after coronary artery bypass grafting (CABG) and to determine the ideal time for score calculation. MATERIALS AND METHODS The study included patients who underwent isolated on-pump CABG surgery between November 2021 and November 2022. Pre, intra, and postoperative data were obtained by retrospective chart review. The final VIS value in the operating room (VISintra) and the highest VIS value in the first 24 hours in the intensive care unit (VISmax) were calculated. The patients were divided into two groups; Group 1 who developed early postoperative morbidity and mortality and Group 2 who did not. And the data were analyzed by groups. RESULTS A total of 221 patients with a mean age of 63.49 ± 9.96 years were evaluated and 73 (33%) were in Group 1. The cut-off value for VISintra was determined to be 6.20, VISmax was 6,05. VISintra and VISmax values were significantly higher in the poor outcome group. Multivariate analysis showed that only VISmax value was an independent variable on mortality-morbidity. CONCLUSIONS Our results imply that the vasoactive inotropic score is an easy and inexpensive score to calculate and can be used as a specific scoring system to predict poor early outcomes in CABG patients. According to statistical analyses, the most predictive time among VIS measurements was VISmax, the highest value calculated in the ICU in the first 24 hours postoperatively.
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Affiliation(s)
- Bilge Olgun Keleş
- Department of Anesthesiology and Reanimation, Giresun University Faculty of Medicine, Giresun, Turkey
| | - Elvan Tekir Yılmaz
- Department of Anesthesiology and Reanimation, Giresun University Faculty of Medicine, Giresun, Turkey
| | - Ali Altınbaş
- Department of Anesthesiology and Reanimation, Giresun University Faculty of Medicine, Giresun, Turkey
| | - Sabür Zengin
- Department of Cardiovascular Surgery, Giresun University Faculty of Medicine, Giresun, Turkey
| | - Seyhan Yılmaz
- Department of Cardiovascular Surgery, Giresun University Faculty of Medicine, Giresun, Turkey
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Feller K, Schipper L, Liu J, Phan TQV, Kroeger K, Joeckel KH, Lax H. Management of Sternal Wound Infection-Determinants of Length of Stay and Recurrence of Infection after Muscle Flap Coverage. Thorac Cardiovasc Surg 2024; 72:63-69. [PMID: 36780925 DOI: 10.1055/s-0043-1761923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
AIM The aim of this study was to define determinants of length of hospital stay (LOS) longer than mean and recurrence of infection (ROI) after complete healing of patients with deep sternal wound infections (DSWI). PATIENTS AND METHODS In this observational study, we included 303 patients (155 females and 148 males, with mean age of 68 years) treated from 2016 to 2020 at the Department of Plastic Surgery of the HELIOS Klinik Krefeld, Germany. All patients received extensive necrosectomy, repetitive negative pressure therapy periods, and final transplantation of a pectoral musculocutaneous flap. In the German diagnosis-related group (DRG)-system, the mean inpatient LOS depends on the number of surgical procedures and is longer in those with four or more surgical procedures (DRG IO2B) and shorter in those with fewer procedures (DRGs I02C and I02D). The determinants which have a significant effect on LOS longer than mean and ROI after complete healing were identified by estimating a logistic regression model. The effect of the different calculated determinants was quantified as odds ratio. To measure the discriminant ability of the model between patients, we determined a receiver operating characteristic curve. The fit of the model was quantified by comparing predicted probabilities of the model with empirical probabilities of the data. The goodness of fit was then measured by applying the Hosmer-Lemeshow test. RESULTS Among patients in DRG IO2B (n = 246), the variable clopidogrel and therapeutic anticoagulation was the most important determinant for a longer LOS, with an odds ratio of 5.83 (95% CI = 0.83/40.80). Female sex and renal insufficiency also prolonged LOS. Applying this analysis to the patients with group DRG groups I02C and I02D (n = 57), none of these parameters were predictive. The variable immunosuppression was the most important determinant for ROI (n = 49) (OR = 4.67; 95% CI = 1.01/21.52). Body mass index also played a role, but with a much smaller influence. CONCLUSION There are specific risk factors for LOS longer than mean and ROI in patients with DSWI that can be identified on admission. Addressing these risk factors, if possible, could reduce the rate of patients with LOS longer than mean and ROI.
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Affiliation(s)
- Kathrin Feller
- Departement of Plastic and Aesthetic Surgery, HELIOS Klinikum Krefeld, Krefeld, Germany
| | - Lukas Schipper
- Institute for Medical Informatics, Biometry and Epidemiology, University Hospital Essen, Essen, Nordrhein-Westfalen, Germany
| | - Juan Liu
- Department of Anesthesiology, HELIOS Klinikum Krefeld, Krefeld, Germany
| | - Truong Quang Vu Phan
- Departement of Plastic and Aesthetic Surgery, HELIOS Klinikum Krefeld, Krefeld, Germany
| | - Knut Kroeger
- Department of Angiology, HELIOS Klinikum Krefeld, Krefeld, Germany
| | - Karl-Heinz Joeckel
- Institute for Medical Informatics, Biometry and Epidemiology, University Hospital Essen, Essen, Nordrhein-Westfalen, Germany
| | - Hildegard Lax
- Institute for Medical Informatics, Biometry and Epidemiology, University Hospital Essen, Essen, Nordrhein-Westfalen, Germany
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Eide LSP, Fridlund B, Hufthammer KO, Haaverstad R, Packer EJS, Ranhoff AH, Thompson DR, Norekvål TM. Anxiety and depression in patients aged 80 years and older following aortic valve therapy. A six-month follow-up study. Aging Clin Exp Res 2023; 35:2463-2470. [PMID: 37648928 PMCID: PMC10628009 DOI: 10.1007/s40520-023-02541-5] [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: 07/03/2023] [Accepted: 08/18/2023] [Indexed: 09/01/2023]
Abstract
BACKGROUND Little is known about mental health following advanced cardiac procedures in the oldest patients. AIMS To study changes in anxiety and depression from baseline to one- and six-month follow-up in older patients following transcatheter aortic valve implantation (TAVI) or surgical aortic valve replacement (SAVR). METHODS Prospective cohort study of patients ≥ 80 years undergoing elective TAVI or SAVR in a tertiary university hospital. Anxiety and depression were assessed with the Hospital Anxiety and Depression Scale. Differences between TAVI/SAVR were analyzed using Welch's t test or chi-squared. Changes over time and group differences were established with longitudinal models using generalized least squares. RESULTS In 143 patients (83.5 ± 2.7 years), 46% (n = 65) received TAVI. Anxiety was identified in 11% of TAVI patients at baseline. One- and six-months later, percentages were 8% and 9%. In SAVR patients, 18% had baseline scores indicating anxiety. One and six-months later, percentages were 11% and 9%. Depression was identified in 15% of TAVI patients. One- and six-months later, percentages were 11% and 17%. At baseline, 11% of SAVR patients had scores indicating depression. One- and six-months after SAVR, percentages were 15% and 12%. Longitudinal analyses showed reductions (P < 0.001) in anxiety from baseline to one-month, and stable scores between one- and six-months for both treatment groups. There was no change over time for depression among treatment groups (P = 0.21). DISCUSSION AND CONCLUSIONS SAVR or TAVI in patients ≥ 80 years was associated with anxiety reduction between baseline and follow-up. For depression, there was no evidence of change over time in either treatment group.
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Affiliation(s)
- Leslie S P Eide
- Department of Health and Social Sciences, Western Norway University of Applied Sciences, Inndalsveien 28, Post Box 7030, 5020, Bergen, Norway.
| | - Bengt Fridlund
- Centre of Interprofessional Cooperation within Emergency Care (CICE), Linnaeus University, Växjö, Sweden
- Department of Heart Disease, Haukeland University Hospital, Bergen, Norway
| | | | - Rune Haaverstad
- Department of Heart Disease, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Erik J S Packer
- Department of Heart Disease, Haukeland University Hospital, Bergen, Norway
| | - Anette H Ranhoff
- Department of Clinical Science, University of Bergen, Bergen, Norway
- Kavli Research Center for Geriatrics and Dementia, Haraldsplass Hospital, Bergen, Norway
| | - David R Thompson
- School of Nursing and Midwifery, Queen's University Belfast, Belfast, UK
| | - Tone M Norekvål
- Department of Health and Social Sciences, Western Norway University of Applied Sciences, Inndalsveien 28, Post Box 7030, 5020, Bergen, Norway
- Department of Heart Disease, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Science, University of Bergen, Bergen, Norway
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Schmidt KH, Bikou O, Blindt R, Bruch L, Felgendreher R, Hohenforst-Schmidt W, Holt S, Ladage D, Pfeuffer-Jovic E, Rieth A, Schmeisser A, Schnitzler K, Stadler S, Steringer-Mascherbauer R, Yogeswaran A, Kuebler WM. [Pulmonary hypertension associated with left heart disease (group 2)]. Pneumologie 2023; 77:926-936. [PMID: 37963482 DOI: 10.1055/a-2145-4792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2023]
Abstract
Pulmonary hypertension associated with left heart disease (PH-LHD) corresponds to group two of pulmonary hypertension according to clinical classification. Haemodynamically, this group includes isolated post-capillary pulmonary hypertension (IpcPH) and combined post- and pre-capillary pulmonary hypertension (CpcPH). PH-LHD is defined by an mPAP > 20 mmHg and a PAWP > 15 mmHg, pulmonary vascular resistance (PVR) with a cut-off value of 2 Wood Units (WU) is used to differentiate between IpcPH and CpcPH. A PVR greater than 5 WU indicates a dominant precapillary component. PH-LHD is the most common form of pulmonary hypertension, the leading cause being left heart failure with preserved (HFpEF) or reduced ejection fraction (HFmrEF, HFrEF), valvular heart disease and, less commonly, congenital heart disease. The presence of pulmonary hypertension is associated with increased symptom burden and poorer outcome across the spectrum of left heart disease. Differentiating between group 1 pulmonary hypertension with cardiac comorbidities and PH-LHD, especially due to HFpEF, is a particular challenge. Therapeutically, no general recommendation for the use of PDE5 inhibitors in HFpEF-associated CpcPH can be made at this time. There is currently no reliable rationale for the use of PAH drugs in IpcPH, nor is therapy with endothelin receptor antagonists or prostacyclin analogues recommended for all forms of PH-LHD.
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Affiliation(s)
- Kai Helge Schmidt
- Zentrum für Kardiologie, Kardiologie I, Universitätsmedizin Mainz, Mainz, Deutschland
- Centrum für Thrombose und Hämostase (CTH), Universitätsmedizin Mainz, Mainz, Deutschland
| | - Olympia Bikou
- Medizinische Klinik und Poliklinik I, Klinikum der Universität München, München, Deutschland
| | - Rüdiger Blindt
- Kardio Bremen, Rotes Kreuz Krankenhaus Bremen, Bremen, Deutschland
| | - Leonhard Bruch
- Klinik für Innere Medizin und Kardiologie, BG Klinikum Unfallkrankenhaus Berlin, Berlin, Deutschland
| | | | | | - Stephan Holt
- Praxis am Steintor, Recklinghausen, Recklinghausen, Deutschland
| | - Dennis Ladage
- Klinik für Pneumologie, Kliniken Maria Hilf Mönchengladbach, Mönchengladbach, Deutschland
| | | | - Andreas Rieth
- Abteilung für Kardiologie, Kerckhoff-Klinik Bad Nauheim, Bad Nauheim, Deutschland
| | - Alexander Schmeisser
- Zentrum für Innere Medizin, Universitätsklinik für Kardiologie und Angiologie Magdeburg, Magdeburg, Deutschland
| | - Katharina Schnitzler
- Zentrum für Kardiologie, Kardiologie I, Universitätsmedizin Mainz, Mainz, Deutschland
| | - Stefan Stadler
- Klinik für Innere Medizin II, Universitätsklinikum Regensburg, Regensburg, Deutschland
| | | | - Athiththan Yogeswaran
- Department of Internal Medicine, Member of the German Center for Lung Research, Universities of Giessen and Marburg Lung Center, Justus-Liebig-University Giessen, Giessen, Deutschland
| | - Wolfgang M Kuebler
- Institute of Physiology, Charité - Universitätsmedizin Berlin, Berlin, Deutschland
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Mawhinney JA, Mounsey CA, O'Brien A, Sádaba JR, Freemantle N. Statistical primer: using prognostic models to predict the future: what cardiothoracic surgery can learn from Strictly Come Dancing. Eur J Cardiothorac Surg 2023; 64:ezad385. [PMID: 37952190 DOI: 10.1093/ejcts/ezad385] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Revised: 08/28/2023] [Accepted: 11/10/2023] [Indexed: 11/14/2023] Open
Abstract
OBJECTIVES Prognostic models are widely used across medicine and within cardiothoracic surgery, where predictive tools such as EuroSCORE are commonplace. Such models are a useful component of clinical assessment but may be misapplied. In this article, we demonstrate some of the major issues with risk scores by using the popular BBC television programme Strictly Come Dancing (known as Dancing with the Stars in many other countries) as an example. METHODS We generated a multivariable prognostic model using data from the then-completed 19 series of Strictly Come Dancing to predict prospectively the results of the 20th series. RESULTS The initial model based solely on demographic data was limited in its predictive value (0.25, 0.22; R2 and Spearman's rank correlation, respectively) but was substantially improved following the introduction of early judges' scores deemed representative of whether contestants could actually dance (0.40, 0.30). We then utilize our model to discuss the difficulties and pitfalls in using and interpreting prognostic models in cardiothoracic surgery and beyond, particularly where these do not adequately capture potentially important prognostic information. CONCLUSION Researchers and clinicians alike should use prognostic models cautiously and not extrapolate conclusions from demographic data alone.
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Affiliation(s)
| | | | - Alastair O'Brien
- Institute of Clinical Trials and Methodology, University College, London, UK
| | - J Rafael Sádaba
- Hospital Universitario de Navarra, Universidad Pública de Navarra, Pamplona, Spain
| | - Nick Freemantle
- Institute of Clinical Trials and Methodology, University College, London, UK
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Theis M, Block W, Luetkens JA, Attenberger UI, Nowak S, Sprinkart AM. Direct deep learning-based survival prediction from pre-interventional CT prior to transcatheter aortic valve replacement. Eur J Radiol 2023; 168:111150. [PMID: 37844428 DOI: 10.1016/j.ejrad.2023.111150] [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: 07/12/2023] [Revised: 09/27/2023] [Accepted: 10/10/2023] [Indexed: 10/18/2023]
Abstract
PURPOSE To investigate survival prediction in patients undergoing transcatheter aortic valve replacement (TAVR) using deep learning (DL) methods applied directly to pre-interventional CT images and to compare performance with survival models based on scalar markers of body composition. METHOD This retrospective single-center study included 760 patients undergoing TAVR (mean age 81 ± 6 years; 389 female). As a baseline, a Cox proportional hazards model (CPHM) was trained to predict survival on sex, age, and the CT body composition markers fatty muscle fraction (FMF), skeletal muscle radiodensity (SMRD), and skeletal muscle area (SMA) derived from paraspinal muscle segmentation of a single slice at L3/L4 level. The convolutional neural network (CNN) encoder of the DL model for survival prediction was pre-trained in an autoencoder setting with and without a focus on paraspinal muscles. Finally, a combination of DL and CPHM was evaluated. Performance was assessed by C-index and area under the receiver operating curve (AUC) for 1-year and 2-year survival. All methods were trained with five-fold cross-validation and were evaluated on 152 hold-out test cases. RESULTS The CNN for direct image-based survival prediction, pre-trained in a focussed autoencoder scenario, outperformed the baseline CPHM (CPHM: C-index = 0.608, 1Y-AUC = 0.606, 2Y-AUC = 0.594 vs. DL: C-index = 0.645, 1Y-AUC = 0.687, 2Y-AUC = 0.692). Combining DL and CPHM led to further improvement (C-index = 0.668, 1Y-AUC = 0.713, 2Y-AUC = 0.696). CONCLUSIONS Direct DL-based survival prediction shows potential to improve image feature extraction compared to segmentation-based scalar markers of body composition for risk assessment in TAVR patients.
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Affiliation(s)
- Maike Theis
- Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127 Bonn, Germany.
| | - Wolfgang Block
- Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; Department of Radiotherapy and Radiation Oncology, University Hospital Bonn, Venusberg-Campus 1, 53127 Bonn, Germany; Department of Neuroradiology, University Hospital Bonn, Venusberg-Campus 1, 53127 Bonn, Germany.
| | - Julian A Luetkens
- Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127 Bonn, Germany.
| | - Ulrike I Attenberger
- Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127 Bonn, Germany.
| | - Sebastian Nowak
- Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127 Bonn, Germany.
| | - Alois M Sprinkart
- Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127 Bonn, Germany.
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Cizmic A, Rahmanian PB, Gassa A, Kuhn E, Mader N, Wahlers T. Prognostic value of ascites in patients with liver cirrhosis undergoing cardiac surgery. J Cardiothorac Surg 2023; 18:302. [PMID: 37898812 PMCID: PMC10613375 DOI: 10.1186/s13019-023-02393-0] [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: 04/12/2022] [Accepted: 09/30/2023] [Indexed: 10/30/2023] Open
Abstract
INTRODUCTION Mild or moderate liver cirrhosis increases the risk of complications after cardiac surgery. Ascites is the most common complication associated with liver cirrhosis. However, the prognostic value of ascites on postoperative morbidity and mortality after cardiac surgery remains uninvestigated. METHODS A retrospective study included 69 patients with preoperatively diagnosed liver cirrhosis who underwent cardiac surgery between January 2009 and January 2018 at the Department of Cardiothoracic Surgery, University Hospital of Cologne, Germany. The patients were divided into ascites and non-ascites groups based on preoperatively diagnosed ascites. Thirty-day mortality, postoperative complications, length of stay, and blood transfusions were analyzed postoperatively. RESULTS Out of the total of 69 patients, 14 (21%) had preoperatively diagnosed ascites. Ascites group had more postoperative complications such as blood transfusions (packed red blood cells: 78.6% vs. 40.0%, p = 0.010; fresh frozen plasma: 57.1% vs. 29.1%, p = 0.049), acute kidney injury (78.6% vs. 45.5%, p = 0.027), longer ICU stay (8 vs. 3 days, p = 0.044) with prolonged mechanical ventilation (57.1% vs. 23.6%, p = 0.015) and tracheotomy (28.6% vs. 3.6%, p = 0.003). The 30-day mortality rate was significantly higher in the ascites group than in the non-ascites group (35.7% vs. 5.5%, p = 0.002). CONCLUSION Ascites should be implemented in preoperative risk score assessments in cirrhotic patients undergoing cardiac surgery. Preoperative treatment of ascites could reduce the negative impact of ascites on postoperative complications after cardiac surgery. However, this needs to be thoroughly investigated in prospective randomized clinical trials.
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Affiliation(s)
- Amila Cizmic
- Department of General, Visceral and Thoracic Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
| | | | - Asmae Gassa
- Department of Cardiothoracic Surgery, University Hospital of Cologne, Cologne, Germany
| | - Elmar Kuhn
- Department of Cardiothoracic Surgery, University Hospital of Cologne, Cologne, Germany
| | - Navid Mader
- Department of Cardiothoracic Surgery, University Hospital of Cologne, Cologne, Germany
| | - Thorsten Wahlers
- Department of Cardiothoracic Surgery, University Hospital of Cologne, Cologne, Germany
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Bayer N, Schmoeckel M, Wohlmuth P, Geidel S. Impact of Graft Strategies on the Outcome of Octogenarians Undergoing Coronary Artery Bypass Grafting. Ann Thorac Cardiovasc Surg 2023; 29:241-248. [PMID: 36990786 PMCID: PMC10587474 DOI: 10.5761/atcs.oa.22-00193] [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: 10/17/2022] [Accepted: 02/26/2023] [Indexed: 03/30/2023] Open
Abstract
PURPOSE To analyse the outcome of coronary artery bypass grafting (CABG) in octogenarians with coronary multivessel disease and the impact of different graft strategies and other factors. METHODS Out of 1654 patients with multivessel disease who underwent CABG at our institution between January 2014 and March 2020, we investigated 225 consecutive patients with a median age of 82.1 years for survival prediction and need for coronary reintervention; a detailed outcome analysis was performed. RESULTS At mean follow-up of 3.3 years, the overall survival was 76.4%. An indication for emergency operation (p = 0.002), age (p <0.001), chronic pulmonary disease (p = 0.024), and reduced renal or ventricular function (p <0.001) had the highest impact on limited survival. The combination outcome of survival and coronary reintervention was 1.7-fold improved (p = 0.024) after use of the bilateral internal thoracic artery (BITA) (66.2%). Off-pump CABG (12%) revealed no impact on survival. Smokers showed a poorer outcome (p = 0.004). The logistic European System for Cardiac Operative Risk Evaluation was highly effective for evaluating long-term outcomes (p <0.001). CONCLUSIONS BITA grafting normalizes survival and reveals a better outcome in octogenarians with multivessel disease. However, patients at risk of poorer survival were operated under emergency conditions and those with pulmonary disease and reduced ventricular or renal function.
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Affiliation(s)
- Nicolai Bayer
- Department of Cardiac Surgery, Asklepios Klinik St. Georg, Hamburg, Germany
| | - Michael Schmoeckel
- Department of Cardiac Surgery, Asklepios Klinik St. Georg, Hamburg, Germany
| | | | - Stephan Geidel
- Department of Cardiac Surgery, Asklepios Klinik St. Georg, Hamburg, Germany
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Molinari Veloso da Silveira L, Costa Fuchs S, Brendel Blum G, Grabinski Bottino L, Danni Fuchs F. Association between preoperative blood pressure and outcomes in cardiac surgery: results of a prospectively planned cohort study. THE JOURNAL OF CARDIOVASCULAR SURGERY 2023; 64:548-554. [PMID: 37255492 DOI: 10.23736/s0021-9509.23.12581-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
BACKGROUND It is unknown whether unwitnessed BP (UBP) measurement or ambulatory BP (ABP) monitoring improves the prediction of adverse events estimated by risk scores. We intended to study associations between preoperative BP measured through these two methods and the incidence of adverse outcomes in patients undergoing cardiac surgery. METHODS We included a cohort of 167 patients undergoing elective or urgent cardiac surgeries. Preoperative BP was measured by UBP and 24-hour ABP. Primary outcome was the combination of mortality from any cause, nonfatal myocardial infarction, nonfatal stroke, new hospital admission, and dialysis occurring within 30 days after surgery. The associations between preoperative BP and surgical outcomes were tested using the Chi-square test and Analysis of Variance. A generalized linear model with a logistic link function and a robust estimator was used to adjust for the EuroScore-II risk estimation. RESULTS The incidence of the primary outcome increased in parallel with the quartiles of the 24-hour ABP in participants submitted to CABG: 10% in the first quartile, 13% in the second, 37% in the third, and 53% in the fourth quartile (P for trend<0.01). Quartiles of overnight ABP were also significantly associated with postoperative complications in patients undergoing CABG (P=0.04). The risks in CABG patients were independent of the EuroScore-II. There was no association between BP and outcomes in patients submitted to other surgeries. CONCLUSIONS High preoperative BP measured by ABP monitoring is a risk factor for postoperative complications in patients submitted to CABG.
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Affiliation(s)
- Lucas Molinari Veloso da Silveira
- School of Medicine, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
- Division of Cardiovascular Surgery, Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (InCor-HCFMUSP), São Paulo, Brazil
| | - Sandra Costa Fuchs
- School of Medicine, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
- Division of Cardiology, Hospital de Clinicas de Porto Alegre, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Gabriela Brendel Blum
- School of Medicine, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | | | - Flávio Danni Fuchs
- School of Medicine, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil -
- Division of Cardiology, Hospital de Clinicas de Porto Alegre, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
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Taghiyev ZT, Bechtel M, Schlömicher M, Useini D, Taghi HN, Moustafine V, Strauch JT. Early-Term Results of Rapid-Deployment Aortic Valve Replacement versus Standard Bioprosthesis Implantation Combined with Coronary Artery Bypass Grafting. Thorac Cardiovasc Surg 2023; 71:519-527. [PMID: 35151232 DOI: 10.1055/s-0042-1742686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
OBJECTIVES Aortic stenosis is highly prevalent among patients with concomitant coronary artery disease. Surgical aortic valve replacement with coronary artery bypass grafting is usually the treatment of choice for patients with severe aortic stenosis and significant coronary disease. The aim of this study was to evaluate the outcome and hemodynamic results of the implantation of rapid-deployment valves (Rapid-Deployment Edwards Intuity Valve System [RDAVR]) versus conventional sutured valves (CSAVR) in combined surgery. METHODS Between January 2012 and January 2017, 120 patients underwent replacement via RDAVR and 133 patients underwent replacement using CSAVR with concomitant coronary bypass grafting. Clinical and echocardiographic data were compared. RESULTS The mean age was 76 ± 7 for RDAVR patients and 74 ± 6 years for CSAVR patients (p = 0.054); 48% in the RDAVR group were female versus 17% in the CSAVR group (p <0.002). Other characteristics such as diabetes mellitus, body-mass index, chronic obstructive pulmonary disease, nicotine consumption, and extracardiac arteriopathy were similar. Coronary three-vessel disease was more common in the RDAVR group (42.5 vs. 27.8%, p = 0.017). Both mean EuroSCORE II (6.6 ± 5.4 vs. 4.3 ± 3.0, p = 0.001) and STS score (5.4 ± 4.4 vs. 3.4 ± 2.4, p = 0.001) were significantly higher in the RDAVR group. Mean cross-clamp time (82 ± 25 vs. 100 ± 30 minutes, p < 0.001) and cardiopulmonary bypass time (119 ± 38 vs. 147 ± 53 minutes, p < 0.001) were shorter with RDAVR. The mean number of bypass grafts, length of hospital and ICU stays, and mechanical ventilation time were not statistically significant different. Hospital mortality was 2.5% for RDAVR and 9.7% for CSAVR (p = 0.019). There was a similar rate of stroke (5.8 vs. 6.0%, p = 0.990) and postoperative delirium (14.1 vs. 15.8%, p = 0.728). Mean gradients were 8.2 ± 4.1 mm Hg in the RDAVR group vs. 11.3 ± 4.6 mm Hg in the CSAVR group (p = 0.001) at discharge. CONCLUSION RDAVR combined with coronary artery bypass grafting (CABG) can be performed extremely safely. Cross-clamp and cardiopulmonary bypass times can be significantly reduced with rapid deployment aortic valve system in the scenario of combined CABG. RDAVR resulted in lower gradients than CSAVR in patients implanted with prostheses of the same size.
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Affiliation(s)
- Zulfugar T Taghiyev
- Department of Cardiothoracic SurgeryRuhr-University Hospital Bergmannsheil, Bochum, Germany
- Department of Adult and Pediatric Cardiovascular Surgery, University Hospital of Giessen and Marburg, Giessen, Germany
| | - Matthias Bechtel
- Department of Cardiothoracic SurgeryRuhr-University Hospital Bergmannsheil, Bochum, Germany
| | - Markus Schlömicher
- Department of Cardiothoracic SurgeryRuhr-University Hospital Bergmannsheil, Bochum, Germany
| | - Dritan Useini
- Department of Cardiothoracic SurgeryRuhr-University Hospital Bergmannsheil, Bochum, Germany
| | - Hamid Naraghi Taghi
- Department of Cardiothoracic SurgeryRuhr-University Hospital Bergmannsheil, Bochum, Germany
| | - Vadim Moustafine
- Department of Cardiothoracic SurgeryRuhr-University Hospital Bergmannsheil, Bochum, Germany
| | - Justus T Strauch
- Department of Cardiothoracic SurgeryRuhr-University Hospital Bergmannsheil, Bochum, Germany
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Ahmed T, Charitakis K. Overcoming Hurdles During Transcatheter Aortic Valve Implantation in Patients With a Previous Coronary Artery Bypass Surgery: "In the Middle of Difficulty, Lies Opportunity." Albert Einstein. Am J Cardiol 2023; 203:509-510. [PMID: 37500319 DOI: 10.1016/j.amjcard.2023.07.045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 07/11/2023] [Indexed: 07/29/2023]
Affiliation(s)
- Talha Ahmed
- Memorial Hermann Heart and Vascular Institute at Texas Medical Center, UTHealth-McGovern Medical School, Houston, Texas
| | - Konstantinos Charitakis
- Memorial Hermann Heart and Vascular Institute at Texas Medical Center, UTHealth-McGovern Medical School, Houston, Texas.
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Goli R, Ya’Qoub L, Blusztein D, Mahadevan VS. Treatment of left main coronary artery compression in the setting of unpalliated congenital heart disease: a case series. Eur Heart J Case Rep 2023; 7:ytad262. [PMID: 37601230 PMCID: PMC10438211 DOI: 10.1093/ehjcr/ytad262] [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: 12/17/2022] [Revised: 05/18/2023] [Accepted: 05/30/2023] [Indexed: 08/22/2023]
Abstract
Background Left main coronary artery compression syndrome (LMCS) is a well-characterized phenomenon resulting from compression of the left main coronary artery (LMCA) between the aorta and an enlarged pulmonary arterial trunk. The development of LMCS is usually described in the context of severe pulmonary arterial hypertension. Cases of LMCS, in the context of unpalliated congenital heart disease (CHD), are complex clinical scenarios that challenge traditional treatment paradigms. Case summary Here, we discuss two thought-provoking patients with unpalliated CHD complicated by severe pulmonary hypertension (PH). Both patients developed LMCS, one with severe non-ST elevation myocardial infarction and the other with refractory angina. Their pulmonary vascular resistance was severely elevated despite pulmonary vasodilator therapy, and concomitant surgical correction of their CHD in addition to bypass grafting was deemed high risk. They underwent successful percutaneous coronary intervention (PCI) of the LMCA with drug-eluting stents. Discussion Pulmonary hypertension can develop in the setting of long-standing unpalliated CHD. Surgical correction of congenital heart defects may be performed in select patients with systemic-to-pulmonary shunts, contingent on the status of PH severity. Pulmonary vasodilator therapy modulates haemodynamics to ensure surgical correction without risk of cardiopulmonary demise-termed the 'treat and repair' strategy. LMCS, an increasingly recognized phenomenon in patients with long-standing PH, is a notable complicating factor in the 'treat and repair' strategy. We introduce the concept that PCI of the LMCA may bridge patients to corrective surgery for CHD by allowing time for optimization of their pulmonary vasodilator therapy.
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Affiliation(s)
- Rahul Goli
- Division of Cardiology, Department of Medicine, University of California San Francisco, 505 Parnassus Avenue, L524, UCSF Box 0103, San Francisco, CA 94117, USA
| | - Lina Ya’Qoub
- Division of Cardiology, Department of Medicine, University of California San Francisco, 505 Parnassus Avenue, L524, UCSF Box 0103, San Francisco, CA 94117, USA
| | - David Blusztein
- Division of Cardiology, Department of Medicine, Columbia University Medical Center, 622 West 168th Street, New York, NY 10032, USA
| | - Vaikom S Mahadevan
- Division of Cardiology, Department of Medicine, University of California San Francisco, 505 Parnassus Avenue, L524, UCSF Box 0103, San Francisco, CA 94117, USA
- University of Massachusetts, Chan School of Medicine, 55 Lake Avenue North, Worcester, MA 01655, USA
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Dyas AR, Bronsert MR, Henderson WG, Stuart CM, Pradhan N, Colborn KL, Cleveland JC, Meguid RA. A comparison of the National Surgical Quality Improvement Program and the Society of Thoracic Surgery Cardiac Surgery preoperative risk models: a cohort study. Int J Surg 2023; 109:2334-2343. [PMID: 37204450 PMCID: PMC10442082 DOI: 10.1097/js9.0000000000000490] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 05/09/2023] [Indexed: 05/20/2023]
Abstract
BACKGROUND Cardiac surgery prediction models and outcomes from the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) have not been reported. The authors sought to develop preoperative prediction models and estimates of postoperative outcomes for cardiac surgery using the ACS-NSQIP and compare these to the Society of Thoracic Surgeons Adult Cardiac Surgery Database (STS-ACSD). METHODS In a retrospective analysis of the ACS-NSQIP data (2007-2018), cardiac operations were identified using cardiac surgeon primary specialty and sorted into cohorts of coronary artery bypass grafting (CABG) only, valve surgery only, and valve+CABG operations using CPT codes. Prediction models were created using backward selection of the 28 non-laboratory preoperative variables in ACS-NSQIP. Rates of nine postoperative outcomes and performance statistics of these models were compared to published STS 2018 data. RESULTS Of 28 912 cardiac surgery patients, 18 139 (62.8%) were CABG only, 7872 (27.2%) were valve only, and 2901 (10.0%) were valve+CABG. Most outcome rates were similar between the ACS-NSQIP and STS-ACSD, except for lower rates of prolonged ventilation and composite morbidity and higher reoperation rates in ACS-NSQIP (all P <0.0001). For all 27 comparisons (9 outcomes × 3 operation groups), the c-indices for the ACS-NSQIP models were lower by an average of ~0.05 than the reported STS models. CONCLUSIONS The ACS-NSQIP preoperative risk models for cardiac surgery were almost as accurate as the STS-ACSD models. Slight differences in c-indexes could be due to more predictor variables in STS-ACSD models or the use of more disease- and operation-specific risk variables in the STS-ACSD models.
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Affiliation(s)
- Adam R. Dyas
- Department of Surgery
- Surgical Outcomes and Applied Research Program
| | - Michael R. Bronsert
- Surgical Outcomes and Applied Research Program
- Adult and Child Center for Health Outcomes Research and Delivery Science
| | - William G. Henderson
- Surgical Outcomes and Applied Research Program
- Adult and Child Center for Health Outcomes Research and Delivery Science
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, USA
| | | | | | - Kathryn L. Colborn
- Department of Medicine, University of Colorado School of Medicine
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, USA
| | | | - Robert A. Meguid
- Department of Surgery
- Surgical Outcomes and Applied Research Program
- Adult and Child Center for Health Outcomes Research and Delivery Science
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Marcus B, Marynen F, Fieuws S, Van Beersel D, Rega F, Rex S. The perioperative use of inhaled prostacyclins in cardiac surgery: a systematic review and meta-analysis. Can J Anaesth 2023; 70:1381-1393. [PMID: 37380903 DOI: 10.1007/s12630-023-02520-4] [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: 11/11/2022] [Revised: 01/09/2023] [Accepted: 01/30/2023] [Indexed: 06/30/2023] Open
Abstract
PURPOSE Perioperative pulmonary hypertension (PH) is an independent risk factor for morbidity and mortality in cardiac surgery. While inhaled prostacyclins (iPGI2s) are an established treatment of chronic PH, data on the efficacy of iPGI2s in perioperative PH are scarce. METHODS We searched PubMed, Embase, the Web of Science, CENTRAL, and the grey literature from inception until April 2021. We included randomized controlled trials investigating the use of iPGI2s in adult and pediatric patients undergoing cardiac surgery with an increased risk of perioperative right ventricle failure. We assessed the efficacy and safety of iPGI2s compared with placebo and other inhaled or intravenous vasodilators with random-effect meta-analyses. The primary outcome was mean pulmonary artery pressure (MPAP). Secondary outcomes included other hemodynamic parameters and mortality. RESULTS Thirteen studies were included, comprising 734 patients. Inhaled prostacyclins significantly decreased MPAP compared with placebo (standardized effect size, 0.46; 95% confidence interval [CI], 0.11 to 0.87; P = 0.01) and to intravenous vasodilators (1.26; 95% CI, 0.03 to 2.49; P = 0.045). Inhaled prostacyclins significantly improved the cardiac index compared with intravenous vasodilators (1.53; 95% CI, 0.50 to 2.57; P = 0.004). In contrast, mean arterial pressure was significantly lower in patients treated with iPGI2s vs placebo (-0.39; 95% CI, -0.62 to 0.16; P = 0.001), but higher than in patients treated with intravenous vasodilators (0.81; 95% CI, 0.29 to 1.33; P = 0.002). With respect to hemodynamics, iPGI2s had similar effects as other inhaled vasodilators. Mortality was not affected by iPGI2s. CONCLUSION The results of this systematic review and meta-analysis show that iPGI2s improved pulmonary hemodynamics with similar efficacy as other inhaled vasodilators, but caused a significant small decrease in arterial pressure when compared with placebo, indicating spill-over into the systemic circulation. These effects did not affect clinical outcomes. STUDY REGISTRATION DATE PROSPERO (CRD42021237991); registered 26 May 2021.
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Affiliation(s)
- Berend Marcus
- Department of Anesthesiology, Universitair Ziekenhuis Leuven, Leuven, Belgium
| | - Frederik Marynen
- Department of Anesthesiology, Universitair Ziekenhuis Leuven, Leuven, Belgium
| | - Steffen Fieuws
- Department of Cardiovascular Sciences, Group Biomedical Sciences, Katholieke Universiteit Leuven, Leuven, Belgium
- Leuvens Biostatistiek en Statistische Bioinformatica Centrum, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Dieter Van Beersel
- Department of Anesthesiology, Universitair Ziekenhuis Leuven, Leuven, Belgium
- Department of Cardiovascular Sciences, Group Biomedical Sciences, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Filip Rega
- Department of Cardiovascular Sciences, Group Biomedical Sciences, Katholieke Universiteit Leuven, Leuven, Belgium
- Department of Cardiac Surgery, Universitair Ziekenhuis Leuven, Leuven, Belgium
| | - Steffen Rex
- Department of Anesthesiology, Universitair Ziekenhuis Leuven, Leuven, Belgium.
- Department of Cardiovascular Sciences, Group Biomedical Sciences, Katholieke Universiteit Leuven, Leuven, Belgium.
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Lam F, Liao CC, Chen TL, Huang YM, Lee YJ, Chiou HY. Outcomes after surgery in patients with and without recent influenza: a nationwide population-based study. Front Med (Lausanne) 2023; 10:1117885. [PMID: 37358993 PMCID: PMC10288488 DOI: 10.3389/fmed.2023.1117885] [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: 12/07/2022] [Accepted: 05/18/2023] [Indexed: 06/28/2023] Open
Abstract
Background The influence of recent influenza infection on perioperative outcomes is not completely understood. Method Using Taiwan's National Health Insurance Research Data from 2008 to 2013, we conducted a surgical cohort study, which included 20,544 matched patients with a recent history of influenza and 10,272 matched patients without. The main outcomes were postoperative complications and mortality. We calculated odds ratios (ORs) and 95% confidence intervals (CIs) for the complications and for mortality in patients with a history of influenza within 1-14 days or 15-30 days compared with non-influenza controls. Results Compared with patients who had no influenza, patients with influenza within preoperative days 1-7 had increased risks of postoperative pneumonia (OR 2.22, 95% CI 1.81-2.73), septicemia (OR 1.98, 95% CI 1.70-2.31), acute renal failure (OR 2.10, 95% CI 1.47-3.00), and urinary tract infection (OR 1.45, 95% CI 1.23-1.70). An increased risk of intensive care admission, prolonged length of stay, and higher medical expenditure was noted in patients with history of influenza within 1-14 days. Conclusion We found that there was an association between influenza within 14 days preoperatively and the increased risk of postoperative complications, particularly with the occurrence of influenza within 7 days prior to surgery.
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Affiliation(s)
- Fai Lam
- School of Public Health, College of Public Health, Taipei Medical University, Taipei, Taiwan
- Department of Anesthesiology, Taipei Medical University Hospital, Taipei, Taiwan
| | - Chien-Chang Liao
- Department of Anesthesiology, Taipei Medical University Hospital, Taipei, Taiwan
- Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Anesthesiology and Health Policy Research Center, Taipei Medical University Hospital, Taipei, Taiwan
- Research Center of Big Data and Meta-Analysis, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
- School of Chinese Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan
| | - Ta-Liang Chen
- Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Anesthesiology and Health Policy Research Center, Taipei Medical University Hospital, Taipei, Taiwan
- Department of Anesthesiology, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Yu-Min Huang
- Department of Surgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Division of Gastrointestinal Surgery, Department of Surgery, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan
| | - Yuarn-Jang Lee
- Division of Infectious Disease, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan
| | - Hung-Yi Chiou
- School of Public Health, College of Public Health, Taipei Medical University, Taipei, Taiwan
- Institute of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan
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Sinha S, Dong T, Dimagli A, Vohra HA, Holmes C, Benedetto U, Angelini GD. Comparison of machine learning techniques in prediction of mortality following cardiac surgery: analysis of over 220 000 patients from a large national database. Eur J Cardiothorac Surg 2023; 63:ezad183. [PMID: 37154705 PMCID: PMC10275911 DOI: 10.1093/ejcts/ezad183] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 04/19/2023] [Accepted: 05/05/2023] [Indexed: 05/10/2023] Open
Abstract
OBJECTIVES To perform a systematic comparison of in-hospital mortality risk prediction post-cardiac surgery, between the predominant scoring system-European System for Cardiac Operative Risk Evaluation (EuroSCORE) II, logistic regression (LR) retrained on the same variables and alternative machine learning techniques (ML)-random forest (RF), neural networks (NN), XGBoost and weighted support vector machine. METHODS Retrospective analyses of prospectively routinely collected data on adult patients undergoing cardiac surgery in the UK from January 2012 to March 2019. Data were temporally split 70:30 into training and validation subsets. Mortality prediction models were created using the 18 variables of EuroSCORE II. Comparisons of discrimination, calibration and clinical utility were then conducted. Changes in model performance, variable-importance over time and hospital/operation-based model performance were also reviewed. RESULTS Of the 227 087 adults who underwent cardiac surgery during the study period, there were 6258 deaths (2.76%). In the testing cohort, there was an improvement in discrimination [XGBoost (95% confidence interval (CI) area under the receiver operator curve (AUC), 0.834-0.834, F1 score, 0.276-0.280) and RF (95% CI AUC, 0.833-0.834, F1, 0.277-0.281)] compared with EuroSCORE II (95% CI AUC, 0.817-0.818, F1, 0.243-0.245). There was no significant improvement in calibration with ML and retrained-LR compared to EuroSCORE II. However, EuroSCORE II overestimated risk across all deciles of risk and over time. The calibration drift was lowest in NN, XGBoost and RF compared with EuroSCORE II. Decision curve analysis showed XGBoost and RF to have greater net benefit than EuroSCORE II. CONCLUSIONS ML techniques showed some statistical improvements over retrained-LR and EuroSCORE II. The clinical impact of this improvement is modest at present. However the incorporation of additional risk factors in future studies may improve upon these findings and warrants further study.
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Affiliation(s)
- Shubhra Sinha
- Division of Cardiac Surgery, Bristol Heart Institute, Translational Health Sciences, University of Bristol, Bristol, UK
| | - Tim Dong
- Division of Cardiac Surgery, Bristol Heart Institute, Translational Health Sciences, University of Bristol, Bristol, UK
| | - Arnaldo Dimagli
- Division of Cardiac Surgery, Bristol Heart Institute, Translational Health Sciences, University of Bristol, Bristol, UK
| | - Hunaid A Vohra
- Division of Cardiac Surgery, Bristol Heart Institute, Translational Health Sciences, University of Bristol, Bristol, UK
| | - Chris Holmes
- Alan Turing Institute, London, UK
- Department of Statistics, University of Oxford, Oxford, UK
| | - Umberto Benedetto
- Division of Cardiac Surgery, Bristol Heart Institute, Translational Health Sciences, University of Bristol, Bristol, UK
| | - Gianni D Angelini
- Division of Cardiac Surgery, Bristol Heart Institute, Translational Health Sciences, University of Bristol, Bristol, UK
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Iacovelli F, Loizzi F, Cafaro A, Burattini O, Salemme L, Cioppa A, Rizzo F, Palmitessa C, D'Alessandro M, De Feo D, Pucciarelli A, De Cillis E, Pestrichella V, Contegiacomo G, Tesorio T, Bortone AS. Surgical Mortality Risk Scores in Transcatheter Aortic Valve Implantation: Is Their Early Predictive Value Still Strong? J Cardiovasc Dev Dis 2023; 10:244. [PMID: 37367409 DOI: 10.3390/jcdd10060244] [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: 04/27/2023] [Revised: 05/23/2023] [Accepted: 05/29/2023] [Indexed: 06/28/2023] Open
Abstract
BACKGROUND Surgical mortality risk scores, even if not properly designed and rarely tested in the transcatheter aortic valve implantation (TAVI) setting, still guide the heart team in managing significant aortic stenosis. METHODS After splitting 1763 consecutive patients retrospectively based on their mortality risk thresholds, the composite endpoint early safety (ES) was adjudicated according to Valve Academic Research Consortium (VARC)-2 and -3 consensus documents. RESULTS ES incidence was higher if VARC-2 rather than VARC-3 defined. Despite only patients showing VARC-2 ES had significantly lower absolute values of all three main risk scores, these last still failed to foresee both VARC-2 and -3 ES in intermediate-risk patients. The receiver operating characteristic analysis also showed a significant correlation, but with poor diagnostic accuracy, among the three scores and only VARC-2 ES; moreover, the absence of VARC-2 ES and low-osmolar contrast media administration were identified as independent predictors of 1-year mortality and absence of VARC-3 ES, respectively. Finally, even a single complication included in the ES definition could significantly affect 1-year mortality. CONCLUSION Currently, the most used mortality risk scores do not have adequate diagnostic accuracy in predicting ES after TAVI. The absence of VARC-2, instead of VARC-3, ES is an independent predictor of 1-year mortality.
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Affiliation(s)
- Fortunato Iacovelli
- Division of University Cardiology, Cardiothoracic Department, Policlinico University Hospital, 70124 Bari, Italy
- Division of Cardiology, "SS. Annunziata" Hospital, 74121 Taranto, Italy
| | - Francesco Loizzi
- Division of Cardiology, "SS. Annunziata" Hospital, 74121 Taranto, Italy
| | | | - Osvaldo Burattini
- Division of Cardiology, "SS. Annunziata" Hospital, 74121 Taranto, Italy
| | - Luigi Salemme
- Interventional Cardiology Service, "Montevergine" Clinic, GVM Care & Research, 83013 Mercogliano, Italy
| | - Angelo Cioppa
- Interventional Cardiology Service, "Montevergine" Clinic, GVM Care & Research, 83013 Mercogliano, Italy
| | - Francesco Rizzo
- Division of University Cardiology, Cardiothoracic Department, Policlinico University Hospital, 70124 Bari, Italy
| | - Chiara Palmitessa
- Division of University Cardiology, Cardiothoracic Department, Policlinico University Hospital, 70124 Bari, Italy
| | - Maurizio D'Alessandro
- Division of University Cardiology, Cardiothoracic Department, Policlinico University Hospital, 70124 Bari, Italy
| | - Daniele De Feo
- Division of University Cardiology, Cardiothoracic Department, Policlinico University Hospital, 70124 Bari, Italy
| | - Armando Pucciarelli
- Interventional Cardiology Service, "Montevergine" Clinic, GVM Care & Research, 83013 Mercogliano, Italy
| | - Emanuela De Cillis
- Division of University Heart Surgery, Cardiothoracic Department, Policlinico University Hospital, 70124 Bari, Italy
| | | | - Gaetano Contegiacomo
- Interventional Cardiology Service, "Anthea" Clinic, GVM Care & Research, 70124 Bari, Italy
| | - Tullio Tesorio
- Interventional Cardiology Service, "Montevergine" Clinic, GVM Care & Research, 83013 Mercogliano, Italy
| | - Alessandro Santo Bortone
- Division of University Heart Surgery, Cardiothoracic Department, Policlinico University Hospital, 70124 Bari, Italy
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Tveit SH, Myhre PL, Omland T. The clinical importance of high-sensitivity cardiac troponin measurements for risk prediction in non-cardiac surgery. Expert Rev Mol Diagn 2023:1-10. [PMID: 37162108 DOI: 10.1080/14737159.2023.2211267] [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: 05/11/2023]
Abstract
INTRODUCTION The global healthcare burden associated with surgery is substantial, with many patients experiencing perioperative complications. Cardiac troponin I and T measured with high-sensitivity assays are cardiac specific biomarkers that associate closely with adverse outcomes in most patient populations. Perioperative physiological stress can induce troponin release from cardiomyocytes, a condition known as perioperative myocardial injury (PMI). PMI is associated with increased risk of poor short- and long-term outcomes, and current European guidelines recommend screening for PMI in at-risk individuals undergoing non-cardiac surgery. AREAS COVERED In this review we summarize current knowledge of the prognostic attributes of cardiac troponins, as well as the challenges associated with their application as biomarkers in the perioperative phase. EXPERT OPINION Measurement of circulating levels of cardiac troponins identify individuals at increased risk of poor postoperative outcomes. Systematic screening of at-risk individuals undergoing non-cardiac surgery will result in a large proportion of patients in need of further diagnostic workup to establish the exact nature of their PMI. The lack of concrete evidence of clinical benefit and the increased cost associated with such a strategy is concerning and underscore the need for further research.
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Affiliation(s)
- Sjur H Tveit
- Department of Anesthesia, Division of Surgery, Akershus University Hospital,Lørenskog, Norway
- K.G. Jebsen Centre for Cardiac Biomarkers, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Peder L Myhre
- K.G. Jebsen Centre for Cardiac Biomarkers, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Cardiology, Division of Medicine, Akershus University Hospital, Lørenskog, Norway
| | - Torbjørn Omland
- K.G. Jebsen Centre for Cardiac Biomarkers, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Cardiology, Division of Medicine, Akershus University Hospital, Lørenskog, Norway
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Limandal HK, Kayğın MA, Ergün S, Özkara T, Diler MS, Çüçen HI, Yıldız Z, Dağ Ö. Clinical evaluation of two adult oxygenator systems in terms of mortality and major adverse events. Perfusion 2023; 38:515-522. [PMID: 34939512 DOI: 10.1177/02676591211063830] [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: 11/16/2022]
Abstract
PURPOSE The primary aim of this study was to examine the effects of two oxygenator systems on major adverse events and mortality. METHODS A total of 181 consecutive patients undergoing coronary artery bypass grafting in our clinic were retrospectively analyzed. The patients were divided into two groups according to the oxygenator used: Group M, in which a Medtronic Affinity (Medtronic Operational Headquarters, Minneapolis, MN, USA) oxygenator was used, and Group S, in which a Sorin Inspire (Sorin Group Italia, Mirandola, Italy) oxygenator was used. RESULTS Group S consisted of 89 patients, whereas Group M included 92 patients. No statistically significant differences were found between the two groups in terms of age (p = .112), weight (p = .465), body surface area (p = .956), or gender (p = .484). There was no statistically significant difference in hemorrhage on the first or second postoperative day (p = .318 and p = .455, respectively). No statistically significant differences were observed in terms of red blood cell (p = .468), fresh frozen plasma (p = .116), or platelet concentrate transfusion (p = .212). Infections, wound complications, and delayed sternal closure were significantly more common in Group M (p = .006, p = .023, and p = .019, respectively). Extracorporeal membrane oxygenators and intra-aortic balloon pumps were required significantly more frequently in Group S (p = .025 and p = .013, respectively). Major adverse events occurred in 16 (18%) patients in Group S and 14 (15.2%) patients in Group M (p = .382). Mortality was observed in six (6.7%) patients in Group S and three (3.3%) patients in Group M (p = .232). No statistically significant difference was found between the two groups in terms of length of hospital stay (p = .451). CONCLUSION The clinical outcomes of the two oxygenator systems, including mortality, major adverse events, hemorrhage, erythrocyte and platelet transfusions, and length of hospital stay, were similar.
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Affiliation(s)
- Hüsnü Kamil Limandal
- Department of Cardiovascular Surgery, Erzurum Regional Education and Research Hospital, Erzurum, Turkey
| | - Mehmet Ali Kayğın
- Department of Cardiovascular Surgery, Erzurum Regional Education and Research Hospital, Erzurum, Turkey
| | - Servet Ergün
- Department of Pediatric Cardiovacscular Surgery, Erzurum Regional Education and Research Hospital, Erzurum, Turkey
| | - Taha Özkara
- Department of Cardiovascular Surgery, Erzurum Regional Education and Research Hospital, Erzurum, Turkey
| | - Mevriye Serpil Diler
- Department of Cardiovascular Surgery, Erzurum Regional Education and Research Hospital, Erzurum, Turkey
| | - Hatice Işıl Çüçen
- Department of Cardiovascular Surgery, Erzurum Regional Education and Research Hospital, Erzurum, Turkey
| | - Ziya Yıldız
- Department of Cardiovascular Surgery, Erzurum Regional Education and Research Hospital, Erzurum, Turkey
| | - Özgür Dağ
- Department of Cardiovascular Surgery, Erzurum Regional Education and Research Hospital, Erzurum, Turkey
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Jha AK, Jha N, Malik V. Perioperative Decision-Making in Pulmonary Hypertension. Heart Lung Circ 2023; 32:454-466. [PMID: 36841637 DOI: 10.1016/j.hlc.2023.01.013] [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: 09/21/2021] [Revised: 11/03/2022] [Accepted: 01/03/2023] [Indexed: 02/27/2023]
Abstract
Pulmonary hypertension (PH) is a haemodynamic manifestation of cardiorespiratory and non-cardiorespiratory pathologies. Cardiorespiratory pathologies account for nearly three-fourths of patients with PH. It is now increasingly being recognised due to routine requests for transthoracic echocardiographic examination in the perioperative setting in patients undergoing intermediate- to high-risk non-cardiac surgery. The increased risks of perioperative morbidity and mortality attributed to PH have been widely acknowledged in the literature. The importance of PH in perioperative decision-making and postoperative outcomes has had little mention in all the guidelines. Understanding the complexity of the pathophysiology of PH may help in anaesthetic and surgical decision-making. Preoperative evaluation and risk assessment are guided by the nature, extent, invasiveness, and duration of surgery. Surgical decision-making and anaesthetic management involve preoperative risk stratification, understanding the interactions between surgical procedures and PH, and understanding the interactions between anaesthetic procedures, PH, and cardiopulmonary interactions. Intraoperative and postoperative monitoring is crucial for maintaining the haemodynamic parameters and helps titrate anaesthetic agents and medication. This narrative review focusses on all issues related to anaesthetic and surgical challenges in patients with PH. This review aimed to suggest a preoperative evaluation plan, surgical decision-making, anaesthetic plan, and anaesthetic management based on the evidence available in the literature.
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Affiliation(s)
- Ajay Kumar Jha
- Department of Anaesthesiology and Critical Care, Jawaharlal Institute of Postgraduate Medical Education and Research, Pondicherry, India.
| | - Nivedita Jha
- Department of Obstetrics and Gynaecology, Jawaharlal Institute of Postgraduate Medical Education and Research, Pondicherry, India
| | - Vishwas Malik
- Department of Cardiac Anaesthesiology, All India Institute of Medical Sciences, New Delhi, India
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Shahin Y, Gofus J, Harrer J, Šorm Z, Voborník M, Čermáková E, Smolák P, Vojáček J. Impact of smoking on the outcomes of minimally invasive direct coronary artery bypass. J Cardiothorac Surg 2023; 18:43. [PMID: 36670443 PMCID: PMC9862783 DOI: 10.1186/s13019-023-02104-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Accepted: 01/02/2023] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Tobacco smoking has been associated with an increased risk of complications after conventional coronary surgery. However, the impact of smoking on the risk of postoperative complications in minimally invasive coronary surgery is yet to be studied. We aimed to analyze the impact of the preoperative smoking status on the short- and long-term outcomes of minimally invasive direct coronary artery bypass grafting (MIDCAB) in the context of isolated surgical revascularization or in association with percutaneous coronary intervention. METHODS This was a retrospective observational study of all patients undergoing MIDCAB at our institution between 2006 and 2020. Patients were divided into three groups: active smokers, ex-smokers who have quit smoking for at least 1 month before surgery, and non-smokers. The groups were compared using conventional statistical methods. Multivariate analysis was then performed where significant differences were found to eliminate bias. RESULTS Throughout the study period, 541 patients underwent MIDCAB, of which 135 (25%) were active smokers, 183 (34%) were ex-smokers, and 223 (41%) were non-smokers. Smokers presented for surgery at a younger age (p < 0.0001), more frequently with a history of myocardial infarction (p < 0.001), peripheral artery disease (p < 0.001) and chronic obstructive pulmonary disease (p < 0.0001). Using multivariate analysis, active smoking was determined to be a significant risk factor for the need of urgent revascularization (odds ratio 2.36 [1.00-5.56], p = 0.049) and the composite of pulmonary complications (including pneumothorax, respiratory infection, respiratory dysfunction, subcutaneous emphysema and exacerbation of chronic obstructive pulmonary disease; odds ratio 2.84 [1.64-4.94], p < 0.001). Preoperative smoking status did not influence the long-term survival (p = 0.83). CONCLUSIONS In our study, active smokers presented for MIDCAB at a younger age and more often with signs of atherosclerotic disease (history of myocardial infarction and peripheral artery disease). Active smoking was found to be the most significant risk factor for postoperative pulmonary complications, and is also associated with a more frequent need for urgent surgery at diagnosis. Long-term postoperative survival is not affected by the preoperative smoking status.
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Affiliation(s)
- Youssef Shahin
- grid.4491.80000 0004 1937 116XDepartment of Cardiac Surgery, Faculty of Medicine and University Hospital in Hradec Kralove, Charles University, Hradec Kralove, Czech Republic
| | - Ján Gofus
- grid.4491.80000 0004 1937 116XDepartment of Cardiac Surgery, Faculty of Medicine and University Hospital in Hradec Kralove, Charles University, Hradec Kralove, Czech Republic
| | - Jan Harrer
- grid.4491.80000 0004 1937 116XDepartment of Cardiac Surgery, Faculty of Medicine and University Hospital in Hradec Kralove, Charles University, Hradec Kralove, Czech Republic
| | - Zdeněk Šorm
- grid.4491.80000 0004 1937 116XDepartment of Cardiac Surgery, Faculty of Medicine and University Hospital in Hradec Kralove, Charles University, Hradec Kralove, Czech Republic
| | - Martin Voborník
- grid.4491.80000 0004 1937 116XDepartment of Cardiac Surgery, Faculty of Medicine and University Hospital in Hradec Kralove, Charles University, Hradec Kralove, Czech Republic
| | - Eva Čermáková
- grid.4491.80000 0004 1937 116XDepartment of Medical Biophysics, Faculty of Medicine in Hradec Kralove, Charles University, Hradec Kralove, Czech Republic
| | - Petr Smolák
- grid.4491.80000 0004 1937 116XDepartment of Cardiac Surgery, Faculty of Medicine and University Hospital in Hradec Kralove, Charles University, Hradec Kralove, Czech Republic
| | - Jan Vojáček
- grid.4491.80000 0004 1937 116XDepartment of Cardiac Surgery, Faculty of Medicine and University Hospital in Hradec Kralove, Charles University, Hradec Kralove, Czech Republic
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Bagateliya ZA, Grekov DN, Komarova AG, Kulushev VM, Sokolov NY, Kuts IN, Lebedko MS. [Integral scales in assessing the risk of postoperative morbidity and mortality]. Khirurgiia (Mosk) 2023:25-33. [PMID: 38010015 DOI: 10.17116/hirurgia202311125] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Annual number of surgeries exceeds 10 million In Russia, and this number is increasing every year. Searching for a scale or index determining the risk of postoperative complications and mortality is an important issue all over the world. The authors analyzed all available risk assessment scales for postoperative morbidity and mortality. The most significant ones in historical aspect and modern perspective grading systems were highlighted. We compared these indices with clinical recommendations and necessary preoperative preparation. Thus, these scales are valuable for surgeons and anesthesiologists to assess the risk, volume of surgical intervention and methods of preoperative management. However, they are not perfect and require improvement. Therefore, development of such scales is a priority objective of medicine in the foreseeable future.
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Affiliation(s)
| | - D N Grekov
- Botkin Clinical Hospital, Moscow, Russia
| | | | | | | | - I N Kuts
- Botkin Clinical Hospital, Moscow, Russia
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Humbert M, Kovacs G, Hoeper MM, Badagliacca R, Berger RMF, Brida M, Carlsen J, Coats AJS, Escribano-Subias P, Ferrari P, Ferreira DS, Ghofrani HA, Giannakoulas G, Kiely DG, Mayer E, Meszaros G, Nagavci B, Olsson KM, Pepke-Zaba J, Quint JK, Rådegran G, Simonneau G, Sitbon O, Tonia T, Toshner M, Vachiery JL, Vonk Noordegraaf A, Delcroix M, Rosenkranz S. 2022 ESC/ERS Guidelines for the diagnosis and treatment of pulmonary hypertension. Eur Respir J 2023; 61:2200879. [PMID: 36028254 DOI: 10.1183/13993003.00879-2022] [Citation(s) in RCA: 794] [Impact Index Per Article: 397.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Marc Humbert
- Faculty of Medicine, Université Paris-Saclay, Le Kremlin-Bicêtre, France, Service de Pneumologie et Soins Intensifs Respiratoires, Centre de Référence de l'Hypertension Pulmonaire, Hôpital Bicêtre, Assistance Publique Hôpitaux de Paris, Le Kremlin-Bicêtre, France
- INSERM UMR_S 999, Hôpital Marie-Lannelongue, Le Plessis-Robinson, France
| | - Gabor Kovacs
- University Clinic of Internal Medicine, Division of Pulmonology, Medical University of Graz, Graz, Austria
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria
| | - Marius M Hoeper
- Respiratory Medicine, Hannover Medical School, Hanover, Germany
- Biomedical Research in End-stage and Obstructive Lung Disease (BREATH), member of the German Centre of Lung Research (DZL), Hanover, Germany
| | - Roberto Badagliacca
- Dipartimento di Scienze Cliniche Internistiche, Anestesiologiche e Cardiovascolari, Sapienza Università di Roma, Roma, Italy
- Dipartimento Cardio-Toraco-Vascolare e Chirurgia dei Trapianti d'Organo, Policlinico Umberto I, Roma, Italy
| | - Rolf M F Berger
- Center for Congenital Heart Diseases, Beatrix Children's Hospital, Dept of Paediatric Cardiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Margarita Brida
- Department of Sports and Rehabilitation Medicine, Medical Faculty University of Rijeka, Rijeka, Croatia
- Adult Congenital Heart Centre and National Centre for Pulmonary Hypertension, Royal Brompton and Harefield Hospitals, Guys and St Thomas's NHS Trust, London, UK
| | - Jørn Carlsen
- Department of Cardiology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Andrew J S Coats
- Faculty of Medicine, University of Warwick, Coventry, UK
- Faculty of Medicine, Monash University, Melbourne, Australia
| | - Pilar Escribano-Subias
- Pulmonary Hypertension Unit, Cardiology Department, Hospital Universitario 12 de Octubre, Madrid, Spain
- CIBER-CV (Centro de Investigaciones Biomédicas En Red de enfermedades CardioVasculares), Instituto de Salud Carlos III, Madrid, Spain
- Facultad de Medicina, Universidad Complutense, Madrid, Spain
| | - Pisana Ferrari
- ESC Patient Forum, Sophia Antipolis, France
- AIPI, Associazione Italiana Ipertensione Polmonare, Bologna, Italy
| | - Diogenes S Ferreira
- Alergia e Imunologia, Hospital de Clinicas, Universidade Federal do Parana, Curitiba, Brazil
| | - Hossein Ardeschir Ghofrani
- Department of Internal Medicine, University Hospital Giessen, Justus-Liebig University, Giessen, Germany
- Department of Pneumology, Kerckhoff Klinik, Bad Nauheim, Germany
- Department of Medicine, Imperial College London, London, UK
| | - George Giannakoulas
- Cardiology Department, Aristotle University of Thessaloniki, AHEPA University Hospital, Thessaloniki, Greece
| | - David G Kiely
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
- Sheffield Pulmonary Vascular Disease Unit, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
- Insigneo Institute, University of Sheffield, Sheffield, UK
| | - Eckhard Mayer
- Thoracic Surgery, Kerckhoff Clinic, Bad Nauheim, Germany
| | - Gergely Meszaros
- ESC Patient Forum, Sophia Antipolis, France
- European Lung Foundation (ELF), Sheffield, UK
| | - Blin Nagavci
- Institute for Evidence in Medicine, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Karen M Olsson
- Clinic of Respiratory Medicine, Hannover Medical School, member of the German Center of Lung Research (DZL), Hannover, Germany
| | - Joanna Pepke-Zaba
- Pulmonary Vascular Diseases Unit, Royal Papworth Hospital, Cambridge, UK
| | | | - Göran Rådegran
- Department of Cardiology, Clinical Sciences Lund, Faculty of Medicine, Lund, Sweden
- The Haemodynamic Lab, The Section for Heart Failure and Valvular Disease, VO. Heart and Lung Medicine, Skåne University Hospital, Lund, Sweden
| | - Gerald Simonneau
- Faculté Médecine, Université Paris Saclay, Le Kremlin-Bicêtre, France
- Centre de Référence de l'Hypertension Pulmonaire, Hopital Marie-Lannelongue, Le Plessis-Robinson, France
| | - Olivier Sitbon
- INSERM UMR_S 999, Hôpital Marie-Lannelongue, Le Plessis-Robinson, France
- Faculté Médecine, Université Paris Saclay, Le Kremlin-Bicêtre, France
- Service de Pneumologie et Soins Intensifs Respiratoires, Centre de Référence de l'Hypertension Pulmonaire, Hôpital Bicêtre, Assistance Publique Hôpitaux de Paris, Le Kremlin-Bicêtre, France
| | - Thomy Tonia
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Mark Toshner
- Dept of Medicine, Heart Lung Research Institute, University of Cambridge, Royal Papworth NHS Trust, Cambridge, UK
| | - Jean-Luc Vachiery
- Department of Cardiology, Pulmonary Vascular Diseases and Heart Failure Clinic, HUB Hôpital Erasme, Brussels, Belgium
| | | | - Marion Delcroix
- Clinical Department of Respiratory Diseases, Centre of Pulmonary Vascular Diseases, University Hospitals of Leuven, Leuven, Belgium
- The two chairpersons (M. Delcroix and S. Rosenkranz) contributed equally to the document and are joint corresponding authors
| | - Stephan Rosenkranz
- Clinic III for Internal Medicine (Department of Cardiology, Pulmonology and Intensive Care Medicine), and Cologne Cardiovascular Research Center (CCRC), Heart Center at the University Hospital Cologne, Köln, Germany
- The two chairpersons (M. Delcroix and S. Rosenkranz) contributed equally to the document and are joint corresponding authors
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Dong T, Sinha S, Zhai B, Fudulu DP, Chan J, Narayan P, Judge A, Caputo M, Dimagli A, Benedetto U, Angelini GD. Cardiac surgery risk prediction using ensemble machine learning to incorporate legacy risk scores: A benchmarking study. Digit Health 2023; 9:20552076231187605. [PMID: 37492033 PMCID: PMC10363892 DOI: 10.1177/20552076231187605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 06/23/2023] [Indexed: 07/27/2023] Open
Abstract
Objective The introduction of new clinical risk scores (e.g. European System for Cardiac Operative Risk Evaluation (EuroSCORE) II) superseding original scores (e.g. EuroSCORE I) with different variable sets typically result in disparate datasets due to high levels of missingness for new score variables prior to time of adoption. Little is known about the use of ensemble learning to incorporate disparate data from legacy scores. We tested the hypothesised that Homogenenous and Heterogeneous Machine Learning (ML) ensembles will have better performance than ensembles of Dynamic Model Averaging (DMA) for combining knowledge from EuroSCORE I legacy data with EuroSCORE II data to predict cardiac surgery risk. Methods Using the National Adult Cardiac Surgery Audit dataset, we trained 12 different base learner models, based on two different variable sets from either EuroSCORE I (LogES) or EuroScore II (ES II), partitioned by the time of score adoption (1996-2016 or 2012-2016) and evaluated on holdout set (2017-2019). These base learner models were ensembled using nine different combinations of six ML algorithms to produce homogeneous or heterogeneous ensembles. Performance was assessed using a consensus metric. Results Xgboost homogenous ensemble (HE) was the highest performing model (clinical effectiveness metric (CEM) 0.725) with area under the curve (AUC) (0.8327; 95% confidence interval (CI) 0.8323-0.8329) followed by Random Forest HE (CEM 0.723; AUC 0.8325; 95%CI 0.8320-0.8326). Across different heterogenous ensembles, significantly better performance was obtained by combining siloed datasets across time (CEM 0.720) than building ensembles of either 1996-2011 (t-test adjusted, p = 1.67×10-6) or 2012-2019 (t-test adjusted, p = 1.35×10-193) datasets alone. Conclusions Both homogenous and heterogenous ML ensembles performed significantly better than DMA ensemble of Bayesian Update models. Time-dependent ensemble combination of variables, having differing qualities according to time of score adoption, enabled previously siloed data to be combined, leading to increased power, clinical interpretability of variables and usage of data.
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Affiliation(s)
- Tim Dong
- Translational Health Sciences, Bristol Heart Institute, University of Bristol, Bristol, UK
| | - Shubhra Sinha
- Translational Health Sciences, Bristol Heart Institute, University of Bristol, Bristol, UK
| | - Ben Zhai
- School of Computing Science, Northumbria University, Newcastle upon Tyne, UK
| | - Daniel P Fudulu
- Translational Health Sciences, Bristol Heart Institute, University of Bristol, Bristol, UK
| | - Jeremy Chan
- Translational Health Sciences, Bristol Heart Institute, University of Bristol, Bristol, UK
| | - Pradeep Narayan
- Department of Cardiac Surgery, Rabindranath Tagore International Institute of Cardiac Sciences, Kolkata, India
| | - Andy Judge
- Translational Health Sciences, Bristol Heart Institute, University of Bristol, Bristol, UK
| | - Massimo Caputo
- Translational Health Sciences, Bristol Heart Institute, University of Bristol, Bristol, UK
| | - Arnaldo Dimagli
- Translational Health Sciences, Bristol Heart Institute, University of Bristol, Bristol, UK
| | - Umberto Benedetto
- Translational Health Sciences, Bristol Heart Institute, University of Bristol, Bristol, UK
| | - Gianni D Angelini
- Translational Health Sciences, Bristol Heart Institute, University of Bristol, Bristol, UK
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Geube MA, Hsu A, Skubas NJ, Liang C, Mi J, Knuf KM, Marciniak D, Tong MZY, Duncan AE. Incidence, Outcomes, and Risk Factors for Preincision Cardiac Arrest in Cardiac Surgery Patients. Anesth Analg 2022; 135:1189-1197. [PMID: 36155546 DOI: 10.1213/ane.0000000000006081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
BACKGROUND We examined the incidence, postoperative outcomes, and patient-related factors associated with preincision cardiac arrest in patients undergoing cardiac surgery. METHODS We retrospectively examined adult patients undergoing elective or urgent cardiac surgery at the Cleveland Clinic between 2008 and 2019. The incidence of preincision cardiac arrest, defined as arrest between induction of general anesthesia and surgical incision, was reported. In a secondary analysis, we assessed the association between preincision cardiac arrest and major postoperative outcomes. In a tertiary analysis, we used adjusted linear regression models to explore the association between preincision cardiac arrest and prespecified patient risk factors, including severe left main coronary artery stenosis, left ventricular ejection fraction, moderate/severe right ventricular dysfunction, low-flow low-gradient aortic stenosis, and moderate/severe pulmonary hypertension. RESULTS Preincision cardiac arrests occurred in 75 of 41,238 (incidence of 0.18%; 95% CI, 0.17-0.26) patients who had elective or urgent cardiac surgery. Successful cardiopulmonary resuscitation with return of spontaneous circulation or bridge to cardiopulmonary bypass occurred in 74 of 75 (98.6%) patients. Patients who experienced preincision cardiac arrest had significantly higher in-hospital mortality than those who did not (11% vs 2%; odds ratio [OR] (95% CI), 4.14 (1.94-8.84); P < .001). They were also more likely to suffer postoperative respiratory failure (46% vs 13%; OR [95% CI], 3.94 [2.40-6.47]; P < .001), requirement for renal replacement therapy (11% vs 2%; OR [95% CI], 3.90 [1.82-8.35]; P < .001), neurologic deficit (7% vs 2%; OR [95% CI], 2.49 (1.00-6.21); P = .05), and longer median hospital stay (15 vs 8 days; hazard ratio (HR) [95% CI], 0.68 [0.55-0.85]; P < .001). Reduced left ventricular ejection fraction (per 5% decrease) (OR [95% CI], 1.13 [1.03-1.22]; P = .006) and moderate/severe pulmonary hypertension (OR [95% CI], 3.40 [1.95-5.90]; P < .001) were identified as independent risk factors for cardiac arrest. CONCLUSIONS Cardiac arrest after anesthetic induction is rare in cardiac surgical patients in our investigation. Though most patients are rescued, morbidity and mortality remain higher. Reduced left ventricular ejection fraction and moderate/severe pulmonary hypertension are associated with greater risk for preincision cardiac arrest.
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Affiliation(s)
| | - Albert Hsu
- From the Departments of Cardiothoracic Anesthesiology
| | | | | | | | - Kayla M Knuf
- From the Departments of Cardiothoracic Anesthesiology
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Graham G, Dearani JA, Abdelrehim AA, Miranda WR, Schaff H, Stulak JM, Todd AL, Stephens EH. Early and Mid-Term Outcomes of Coronary Artery Bypass Grafting in Adults With Congenital Heart Disease. Semin Thorac Cardiovasc Surg 2022; 36:82-90. [PMID: 36334861 DOI: 10.1053/j.semtcvs.2022.10.007] [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: 10/12/2022] [Accepted: 10/24/2022] [Indexed: 11/06/2022]
Abstract
Atherosclerotic coronary artery disease (CAD) is well-studied in acquired cardiac diseases; however, little data exist regarding outcomes of adult congenital heart disease (ACHD) with CAD. This study examined patients who underwent coronary artery bypass grafting (CABG) during repair of ACHD. This was a retrospective study of patients who underwent CABG for CAD concomitant with ACHD repair 1972-2021. Demographic information, ACHD diagnosis, surgical history, operative details, and outcomes were analyzed. Data are presented as median (interquartile range [IQR]). 157 patients were identified with a median age of 63 (IQR 17) years. Left anterior descending (LAD) was the predominant diseased artery (109 patients [69%]); of those 83 (76%) were treated with mammary artery. 90 (57.3%) patients had 1 bypass, 42 (26.7%) 2, 19 (12%) 3, and 6 (3.8%) had 4. There has been no early mortality since 1988. There was no long-term survival difference between the patients with LAD disease treated with mammary compared to vein (P = 0.68), but early mortality was higher in those treated with vein (10.3% vs 0%, P = 0.018). Late recurrent angina was found in 18 patients (12%) and recurrent CAD found in 17 patients (11%), with 16 patients (10%) requiring CAD reintervention. At most recent follow-up (7.2 [IQR 11.4] years), 101 (64.3%) patients were deceased at 10 (IQR 13.1) years after surgery. Surgical revascularization for CAD may be necessary during the treatment of ACHD, most commonly for LAD disease. Early mortality was low in recent decades. Continued surveillance for recurrent CAD is required.
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Affiliation(s)
- Gabriel Graham
- Department of Cardiovascular Surgery, Mayo Clinic, Rochester, Minnesota
| | - Joseph A Dearani
- Department of Cardiovascular Surgery, Mayo Clinic, Rochester, Minnesota
| | | | - William R Miranda
- Department of Cardiovascular Diseases, Division of Clinical Trials and Biostatistics, Mayo Clinic, Rochester, Minnesota
| | - Hartzell Schaff
- Department of Cardiovascular Surgery, Mayo Clinic, Rochester, Minnesota
| | - John M Stulak
- Department of Cardiovascular Surgery, Mayo Clinic, Rochester, Minnesota
| | - Ausitn L Todd
- Department of Cardiovascular Surgery, Mayo Clinic, Rochester, Minnesota
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50
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Bi S, Chen S, Li J, Gu J. Machine learning-based prediction of in-hospital mortality for post cardiovascular surgery patients admitting to intensive care unit: a retrospective observational cohort study based on a large multi-center critical care database. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022; 226:107115. [PMID: 36126435 DOI: 10.1016/j.cmpb.2022.107115] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 07/15/2022] [Accepted: 09/04/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND AND OBJECTIVES The acute physiology and chronic health evaluation-IV model (APACHE-IV), and the sequential organ failure assessment (SOFA) score are two traditional severity assessment systems that can be applied to cardiac surgery patients admitted to intensive care units (ICUs). However, the performance of machine learning approaches in post cardiovascular surgery (PCS) patients admitted to the ICU remains unknown. METHODS The clinical data of adult subjects were collected from the eICU database. Seven models were constructed based on the training set (70% random sample) for predicting hospital mortality, including two traditional models based on APACHE-IV and SOFA scores and five machine learning models. We measured the models' performance in the remaining 30% of the sample by computing AUC-ROC values, prospective prediction results, and decision curves and compared the models with net reclassification improvement. RESULTS This study included 5860 PCS patients. The AUC-ROC value of the Xgboost model significantly outperformed the APACHE-IV and SOFA scores (0.12 [0.06-0.17] p < 0.01, 0.18 [0.1-0.26] p < 0.01 respectively). The use of ML models would also gain more clinical net benefits than traditional models based on decision curve analysis. There was a significant improvement in integrated discrimination when comparing the backward stepwise linear regression model with the APACHE-IV model (0.11 [0.05, 0.16], p < 0.01) and SOFA model (0.12 [0.06, 0.17], p < 0.01). CONCLUSIONS In conclusion, the predictive ability of ML models was better than that of traditional models. The present study suggested that developing advanced prognosis prediction tools could support clinical decision-making in the ICU for PCS patients.
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Affiliation(s)
- Siwei Bi
- Department of Burn and Plastic Surgery, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Shanshan Chen
- West China School of Medicine, Sichuan University, Chengdu 610041, China
| | - Jingyi Li
- West China School of Medicine, Sichuan University, Chengdu 610041, China
| | - Jun Gu
- Department of Cardiovascular Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China.
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