29 research outputs found
The number of wires for sternal closure has a significant influence on sternal complications in high-risk patients
Abstract OBJECTIVES: Sternal dehiscence and mediastinitis are rare but serious complications following cardiac surgery. The aim of this study was to investigate the influence of the number of sternal wires used for chest closure on sternal complications. RESULTS: Sternal complications occurred in 2.4%, and hospital mortality with or without sternal complications were 2.8 and 2.7%, respectively (P = 0.60). Mean numbers of sternal wires were 7.8 in both patient groups with or without sternal complications (P = 0.79). Multivariate analysis revealed diabetes mellitus [odds ratio (OR) 1.54, 95% CI 1.01-2.34, P = 0.04], chronic obstructive pulmonary disease (OR 1.85, 95% CI 1.12-2.79, P = 0.01) and renal insufficiency (OR 1.70, 95% CI 1.11-2.59, P = 0.001) as significant risk factors for sternal complications. In high-risk patients, the use of less than eight wires was significantly associated with postoperative sternal complications. CONCLUSIONS: Particularly in high-risk patients, careful haemostasis should be done and eight or more wires should be used to avoid sternal complications
Artificial intelligence for clinical decision support for monitoring patients in cardiovascular ICUs: a systematic review
Background: Artificial intelligence (AI) and machine learning (ML) models continue to evolve the clinical decision support systems (CDSS). However, challenges arise when it comes to the integration of AI/ML into clinical scenarios. In this systematic review, we followed the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA), the population, intervention, comparator, outcome, and study design (PICOS), and the medical AI life cycle guidelines to investigate studies and tools which address AI/ML-based approaches towards clinical decision support (CDS) for monitoring cardiovascular patients in intensive care units (ICUs). We further discuss recent advances, pitfalls, and future perspectives towards effective integration of AI into routine practices as were identified and elaborated over an extensive selection process for state-of-the-art manuscripts.
Methods: Studies with available English full text from PubMed and Google Scholar in the period from January 2018 to August 2022 were considered. The manuscripts were fetched through a combination of the search keywords including AI, ML, reinforcement learning (RL), deep learning, clinical decision support, and cardiovascular critical care and patients monitoring. The manuscripts were analyzed and filtered based on qualitative and quantitative criteria such as target population, proper study design, cross-validation, and risk of bias.
Results: More than 100 queries over two medical search engines and subjective literature research were developed which identified 89 studies. After extensive assessments of the studies both technically and medically, 21 studies were selected for the final qualitative assessment.
Discussion: Clinical time series and electronic health records (EHR) data were the most common input modalities, while methods such as gradient boosting, recurrent neural networks (RNNs) and RL were mostly used for the analysis. Seventy-five percent of the selected papers lacked validation against external datasets highlighting the generalizability issue. Also, interpretability of the AI decisions was identified as a central issue towards effective integration of AI in healthcare
Impact of a surgical approach for implantation of durable left ventricular assist devices in patients on extracorporeal life support
Background The aim of this study was to evaluate the impact of the surgical approach on the postoperative outcome in patients who underwent left ventricular assist device (LVAD) implantation after having received veno-arterial extracorporeal life support (va-ECLS) using data from a European registry (ECLS-VAD). Five hundred and thirty-one patients were included. Methods A propensity score-adjusted outcome analysis was performed, resulting in 324 patients in the full sternotomy (FS) group and 39 in the less invasive surgery (LIS) group. Results The surgery lasted in median 236 min in the FS group versus 263 min in the LIS group (p = 0.289). The median chest tube output during the first 24 h was similar in both groups. Patients who underwent implantation with an FS required more blood products during the first 24 postoperative hours (median 16 vs. 12, p = 0.033). The incidence of revision due to bleeding was also higher (35.5 vs. 15.4%, p = 0.016). A temporary postoperative right ventricular assist device was necessary in 45.1 (FS) versus 23.1% (LIS) of patients, respectively (p = 0.067). No stroke occurred in the LIS group during the first 30 days after surgery (7.4% in the FS group). The incidence of stroke and of renal, hepatic, and respiratory failure during the follow-up was similar in both groups. The 30-day and one-year survival were similar in both groups. Conclusion LIS for implantation of a durable LVAD in patients on va-ECLS implanted for cardiogenic shock is associated with less revision due to bleeding, less administration of blood products and absence of perioperative stroke, with no impact on survival
ECMO for COVID-19 patients in Europe and Israel
Since March 15th, 2020, 177 centres from Europe and Israel have joined the study, routinely reporting on the ECMO support they provide to COVID-19 patients. The mean annual number of cases treated with ECMO in the participating centres before the pandemic (2019) was 55. The number of COVID-19 patients has increased rapidly each week reaching 1531 treated patients as of September 14th. The greatest number of cases has been reported from France (n = 385), UK (n = 193), Germany (n = 176), Spain (n = 166), and Italy (n = 136) .The mean age of treated patients was 52.6 years (range 16–80), 79% were male. The ECMO configuration used was VV in 91% of cases, VA in 5% and other in 4%. The mean PaO2 before ECMO implantation was 65 mmHg. The mean duration of ECMO support thus far has been 18 days and the mean ICU length of stay of these patients was 33 days. As of the 14th September, overall 841 patients have been weaned from ECMO
support, 601 died during ECMO support, 71 died after withdrawal of ECMO, 79 are still receiving ECMO support and for 10 patients status n.a. . Our preliminary data suggest that patients placed
on ECMO with severe refractory respiratory or cardiac failure secondary to COVID-19 have a reasonable (55%) chance of survival. Further extensive data analysis is expected to provide invaluable information on the demographics, severity of illness, indications and different ECMO management strategies in these patients
Impact of the 2009 ESC Guideline Change on Surgically Treated Infective Endocarditis
BACKGROUND In 2009, updated European Society of Cardiology guidelines on the prevention, diagnosis, and treat-ment of infective endocarditis (IE) were released and restricted the use of antibiotic prophylaxis to high-risk patients only. The aim of this study was to analyze the effect of the restrictive antibiotic regimen on the incidence and mani-festations of surgically treated IE before and after the guideline change.METHODS This study retrospectively analyzed data of 4917 patients who underwent valve surgical procedures for IE between 1994 and 2018 in 6 German cardiac surgery centers. Potential risk factors for 30-day mortality were assessed using logistic regression. Interrupted time series regression was used to evaluate the effect of the guideline change on the manifestation of IE.RESULTS A total of 2014 patients (41%) underwent surgical procedures before the guideline change, and 2903 patients (59%) underwent surgical procedures after the change. After 2009, patients were older (67.0 years [interquartile range, 56.0-74.0 years] vs 64.0 years [interquartile range, 52.0-71.0 years]; P < .001), and they presented with more comorbidities, such as hypertension (56.9% vs 41.7%; P < .001), diabetes (27.4% vs 24.4%; P = .020), peripheral artery disease (8.5% vs 6.5%; P = .011), and preoperative acute kidney injury (42.8% vs 31.9%; P< .001). Patients had worse clinical outcomes with respect to 30-day mortality (18.1% vs 14.3%; P = .001) and 1-year mortality (37.1% vs 29.1%; P < .001). An increase in Streptococcus-related IE (P = .002) and an increase in mitral valve IE (P = .035) were observed after the guideline change.CONCLUSIONS Since 2009, there has been a significant increase in the incidence of mitral valve IE and Streptococcus -related IE. Patients undergoing surgical procedures for IE present with more comorbidities, which contribute to high mortality rates.(Ann Thorac Surg 2022;114:1349-57)(c) 2022 by The Society of Thoracic Surgeon
Role of Concomitant Coronary Artery Bypass Grafting in Valve Surgery for Infective Endocarditis
Background: It is current practice to perform concomitant coronary artery bypass grafting (CABG) in patients with infective endocarditis (IE) who have relevant coronary artery disease (CAD). However, CABG may add complexity to the operation. We aimed to investigate the impact of concomitant CABG on perioperative outcomes in patients undergoing surgery for IE. Methods: We retrospectively used data of surgically treated IE patients between 1994 and 2018 in six German cardiac surgery centers. We performed inverse probability weighting (IPW), multivariable adjustment, chi-square analysis, and Kaplan-Meier survival estimates. Results: CAD was reported in 1242/4917 (25%) patients. Among them, 527 received concomitant CABG. After adjustment for basal characteristics between CABG and no-CABG patients using IPW, concomitant CABG was associated with higher postoperative stroke (26% vs. 21%, p = 0.003) and a trend towards higher postoperative hemodialysis (29% vs. 25%, p = 0.052). Thirty-day mortality was similar in both groups (24% vs. 23%, p = 0.370). Multivariate Cox regression analysis after IPW showed that CABG was not associated with better long-term survival (HR: 1.00, 95% CI: 0.82-1.23, p = 0.998). Conclusion: In endocarditis patients with CAD, adding CABG to valve surgery may be associated with a higher likelihood of postoperative stroke without adding long-term survival benefits. Therefore, in the absence of critical CAD, concomitant CABG may be omitted without impacting outcome. The results are limited due to a lack of data on the severity of CAD, and therefore there is a need for a randomized trial
Less invasive surgical implant strategy and right heart failure after LVAD implantation
BACKGROUND: Conventional median sternotomy (CMS) is still the standard technique utilized to implant left ventricular assist devices (LVADs). Recent studies suggest that less invasive surgery (LIS) may be beneficial; however, robust data on differences in right heart failure (RHF) are lacking. This study aimed to determine the impact of LIS compared with that of CMS on RHF outcomes after LVAD implantation. METHODS: An international multicenter retrospective cohort study was conducted across 5 centers. Patients were grouped according to their implantation technique (LIS vs CMS). Only centrifugal devices were included. RHF was defined as severe or severe acute RHF according to the 2013 Interagency Registry for Mechanically Assisted Circulatory Support (INTERMACS) definition. Logistic multivariate regression and propensity score‒matched analyses were performed to account for confounding. RESULTS: Overall, 427 implantations occurred during the study period, with 305 patients implanted using CMS and 122 using LIS. Pre-operative extracorporeal membrane oxygenation (ECMO) and intra-aortic balloon pump (IABP) use was more common in the CMS group; off-pump implantation was more common in the LIS group. Other pre-implant variables, including age, creatinine, hemodynamics, and tricuspid regurgitation, did not differ between the 2 groups. Post-operative RHF was less common in the patients who underwent LIS than in those who underwent CMS as was post-operative right ventricular assist device (RVAD) use. LIS remained associated with less RHF in the multivariate analysis. After propensity score matching conditional for age, sex, INTERMACS profile, ECMO, and IABP use in a ratio of 2:1 (CMS to LIS), RHF (29.9% vs 18.6%, p = 0.001) and the need for post-operative RVAD (18.6% vs 8.2%; p = 0.009) remained more common in the CMS group than in the LIS group. There were no significant differences in survival up to 1 year between the groups. CONCLUSIONS: LIS may be associated with less RHF after LVAD implantation compared with CMS. Despite the possible reduction in RHF, there was no difference in 1-year survival. LIS is an alternative to traditional CMS