Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 10.260
Filter
1.
Open Heart ; 11(1)2024 May 09.
Article in English | MEDLINE | ID: mdl-38724266

ABSTRACT

OBJECTIVES: Myocardial revascularisation and cardiopulmonary bypass (CPB) can cause ischaemia-reperfusion injury, leading to myocardial and other end-organ damage. Volatile anaesthetics protect the myocardium in experimental studies. However, there is uncertainty about whether this translates into clinical benefits because of the coadministration of propofol and its detrimental effects, restricting myocardial protective processes. METHODS: In this single-blinded, parallel-group randomised controlled feasibility trial, higher-risk patients undergoing elective coronary artery bypass graft (CABG) surgery with an additive European System for Cardiac Operative Risk Evaluation ≥5 were randomised to receive either propofol or total inhalational anaesthesia as single agents for maintenance of anaesthesia. The primary outcome was the feasibility of recruiting and randomising 50 patients across two cardiac surgical centres, and secondary outcomes included the feasibility of collecting the planned perioperative data, clinically relevant outcomes and assessments of effective patient identification, screening and recruitment. RESULTS: All 50 patients were recruited within 11 months in two centres, allowing for a 13-month hiatus in recruitment due to the COVID-19 pandemic. Overall, 50/108 (46%) of eligible patients were recruited. One patient withdrew before surgery and one patient did not undergo surgery. All but one completed in-hospital and 30-day follow-up. CONCLUSIONS: It is feasible to recruit and randomise higher-risk patients undergoing CABG surgery to a study comparing total inhalational and propofol anaesthesia in a timely manner and with high acceptance and completion rates. TRIAL REGISTRATION NUMBER: NCT04039854.


Subject(s)
Anesthetics, Intravenous , Coronary Artery Bypass , Feasibility Studies , Propofol , Humans , Propofol/administration & dosage , Propofol/adverse effects , Male , Female , Pilot Projects , Aged , Anesthetics, Intravenous/administration & dosage , Anesthetics, Intravenous/adverse effects , Middle Aged , Single-Blind Method , Coronary Artery Bypass/adverse effects , Coronary Artery Bypass/methods , Anesthesia, Inhalation/methods , Anesthesia, Inhalation/adverse effects , Treatment Outcome , Risk Assessment/methods , Risk Factors , COVID-19/epidemiology , COVID-19/prevention & control , Postoperative Complications/prevention & control , Postoperative Complications/epidemiology , Anesthetics, Inhalation/administration & dosage , Anesthetics, Inhalation/adverse effects , Cardiopulmonary Bypass/adverse effects , Cardiopulmonary Bypass/methods
2.
EuroIntervention ; 20(9): 561-570, 2024 May 10.
Article in English | MEDLINE | ID: mdl-38726719

ABSTRACT

BACKGROUND: Vessel-level physiological data derived from pressure wire measurements are one of the important determinant factors in the optimal revascularisation strategy for patients with multivessel disease (MVD). However, these may result in complications and a prolonged procedure time. AIMS: The feasibility of using the quantitative flow ratio (QFR), an angiography-derived fractional flow reserve (FFR), in Heart Team discussions to determine the optimal revascularisation strategy for patients with MVD was investigated. METHODS: Two Heart Teams were randomly assigned either QFR- or FFR-based data of the included patients. They then discussed the optimal revascularisation mode (percutaneous coronary intervention [PCI] or coronary artery bypass grafting [CABG]) for each patient and made treatment recommendations. The primary endpoint of the trial was the level of agreement between the treatment recommendations of both teams as assessed using Cohen's kappa. RESULTS: The trial included 248 patients with MVD from 10 study sites. Cohen's kappa in the recommended revascularisation modes between the QFR and FFR approaches was 0.73 [95% confidence interval {CI} : 0.62-0.83]. As for the revascularisation planning, agreements in the target vessels for PCI and CABG were substantial for both revascularisation modes (Cohen's kappa=0.72 [95% CI: 0.66-0.78] and 0.72 [95% CI: 0.66-0.78], respectively). The team assigned to the QFR approach provided consistent recommended revascularisation modes even after being made aware of the FFR data (Cohen's kappa=0.95 [95% CI:0.90-1.00]). CONCLUSIONS: QFR provided feasible physiological data in Heart Team discussions to determine the optimal revascularisation strategy for MVD. The QFR and FFR approaches agreed substantially in terms of treatment recommendations.


Subject(s)
Coronary Angiography , Coronary Artery Disease , Fractional Flow Reserve, Myocardial , Percutaneous Coronary Intervention , Humans , Fractional Flow Reserve, Myocardial/physiology , Female , Male , Coronary Artery Disease/physiopathology , Coronary Artery Disease/therapy , Coronary Artery Disease/surgery , Coronary Artery Disease/diagnostic imaging , Middle Aged , Percutaneous Coronary Intervention/methods , Aged , Coronary Artery Bypass/methods , Clinical Decision-Making , Cardiac Catheterization/methods , Patient Care Team
3.
A A Pract ; 18(5): e01785, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38727098

ABSTRACT

This case series describes the safety and effectiveness of superficial parasternal intercostal plane catheters for poststernotomy pain control in 4 patients who underwent multivessel coronary artery bypass grafting. Patients had reduced sternal pain and opioid consumption while the catheters ran continuously for 72 hours without complications. Our experience suggests the effectiveness of parasternal blocks can be safely prolonged with catheters, and they can be a useful addition to pain management strategies for this patient population.


Subject(s)
Nerve Block , Pain, Postoperative , Sternotomy , Humans , Pain, Postoperative/prevention & control , Pain, Postoperative/drug therapy , Male , Middle Aged , Aged , Female , Nerve Block/methods , Nerve Block/instrumentation , Pain Management/methods , Coronary Artery Bypass/methods , Catheters
4.
World J Surg Oncol ; 22(1): 119, 2024 May 03.
Article in English | MEDLINE | ID: mdl-38702732

ABSTRACT

BACKGROUND: Coronary artery bypass grafting (CABG) using the right gastroepiploic artery (RGEA) is a well-established, safe procedure. However, problems with RGEA grafts in subsequent abdominal surgeries can lead to fatal complications. This report presents the first case of right hepatectomy for hepatocellular carcinoma after CABG using the RGEA. CASE PRESENTATION: We describe a case in which a right hepatectomy for an 81-year-old male patient with hepatocellular carcinoma was safely performed after CABG using a RGEA graft. Preoperatively, three-dimensional computed tomography (3D- CT) images were constructed to confirm the run of the RGEA graft. The operation was conducted with the standby of a cardiovascular surgeon if there was a problem with the RGEA graft. The RGEA graft had formed adhesions with the hepatic falciform ligament, necessitating meticulous dissection. After the right hepatectomy, the left hepatic lobe descended into the vacated space, exerting traction on the RGEA. However, this traction was mitigated by suturing the hepatic falciform ligament to the abdominal wall, ensuring stability of the RGEA. There were no intraoperative or postoperative complications. CONCLUSION: It is crucial to confirm the functionality and anatomy of the RGEA graft preoperatively, handle it gently intraoperatively, and collaborate with cardiovascular surgeons.


Subject(s)
Carcinoma, Hepatocellular , Coronary Artery Bypass , Gastroepiploic Artery , Hepatectomy , Liver Neoplasms , Humans , Male , Gastroepiploic Artery/surgery , Hepatectomy/methods , Aged, 80 and over , Liver Neoplasms/surgery , Liver Neoplasms/pathology , Carcinoma, Hepatocellular/surgery , Carcinoma, Hepatocellular/pathology , Coronary Artery Bypass/methods , Tomography, X-Ray Computed , Prognosis , Imaging, Three-Dimensional , Postoperative Complications/surgery
5.
Article in English | MEDLINE | ID: mdl-38695663

ABSTRACT

A 72-year-old male with a history of a triple-vessel coronary artery bypass graft years ago presented with a DeBakey type 2 aortic dissection and an aorto-left atrial fistula with patent bypass grafts (left internal mammary artery and saphenous vein grafts). He developed pulmonary oedema and required intubation. The right axillary artery was cannulated. After the ascending aorta and left internal mammary artery were clamped, the aorta was transected, leaving aortic tissue around two saphenous vein grafts as two separate patches. An entry tear was found adjacent to the proximal anastomosis of the saphenous vein graft to the posterior descending artery. A fistula, which was located between a false lumen in the non-coronary sinus and the dome of the left atrium, was primarily closed. Because the adventitia was thinned out in the non-coronary sinus due to aortic dissection, partial aortic root remodelling was performed with resuspension of the commissures. Hemiarch repair was performed under moderate hypothermia and unilateral antegrade cerebral perfusion. After systemic perfusion was resumed, the locations of the saphenous vein graft buttons were determined. The ascending graft was cross-clamped again; the saphenous vein graft to the obtuse marginal branch graft was reimplanted using the Carrel patch technique while a saphenous vein graft to the posterior descending artery required interposition of a 10-mm Dacron graft to accommodate the length.


Subject(s)
Aortic Dissection , Coronary Artery Bypass , Heart Atria , Humans , Male , Aged , Heart Atria/surgery , Aortic Dissection/surgery , Aortic Dissection/diagnosis , Coronary Artery Bypass/methods , Coronary Artery Bypass/adverse effects , Vascular Fistula/surgery , Vascular Fistula/etiology , Vascular Fistula/diagnosis , Fistula/surgery , Fistula/etiology , Fistula/diagnosis , Reoperation/methods , Aortic Aneurysm, Thoracic/surgery , Aortic Aneurysm, Thoracic/diagnosis , Saphenous Vein/transplantation
6.
EuroIntervention ; 20(8): e479-e486, 2024 Apr 15.
Article in English | MEDLINE | ID: mdl-38629415

ABSTRACT

BACKGROUND: In patients presenting with acute coronary syndrome (ACS), the number of diseased vessels may affect the efficacy of a complete revascularisation strategy. AIMS: The authors sought to evaluate the safety and efficacy of immediate complete revascularisation (ICR) and staged complete revascularisation (SCR) in patients presenting with ACS stratified by the number of diseased vessels. METHODS: In this prespecified analysis of the BIOVASC trial, ICR was compared with SCR in patients with two-vessel disease (2VD) or three-vessel disease (3VD). The primary endpoint was a composite of all-cause mortality, myocardial infarction (MI), any unplanned ischaemia-driven revascularisation or cerebrovascular events at 1 year after the index procedure. Comparisons were performed using Cox regression. RESULTS: A total of 1,525 patients were enrolled in the BIOVASC trial, of whom 1,177 presented with 2VD and 265 with 3VD. In the 2VD group, 613 patients were assigned to ICR and 564 to SCR. In the 3VD group, 117 patients were assigned to ICR and 148 to SCR. ICR and SCR led to similar results in both the 2VD (hazard ratio [HR] 0.76, 95% confidence interval [CI]: 0.50-1.13; p=0.18) and 3VD groups (HR 0.79, 95% CI: 0.39-1.59; p=0.51) (pinteraction=0.91) in terms of the primary endpoint. ICR was associated with a lower rate of MI in patients with 3VD (HR 0.21, 95% CI: 0.046-0.93; p=0.04) (pinteraction=0.30). CONCLUSIONS: ICR might be an option in patients presenting with extensive 3VD and might be associated with a lower rate of myocardial infarction compared with SCR.


Subject(s)
Acute Coronary Syndrome , Coronary Artery Disease , Myocardial Infarction , Percutaneous Coronary Intervention , Humans , Acute Coronary Syndrome/surgery , Treatment Outcome , Coronary Artery Bypass/methods , Vascular Surgical Procedures , Percutaneous Coronary Intervention/methods , Coronary Artery Disease/surgery
7.
Eur J Cardiothorac Surg ; 65(5)2024 May 03.
Article in English | MEDLINE | ID: mdl-38598201

ABSTRACT

OBJECTIVES: Performance of a technically sound left internal thoracic artery to left anterior descending artery (LITA-LAD) anastomosis during coronary artery bypass grafting (CABG) is critically important. We used prospectively collected data from the multicentre, randomized REGROUP (Randomized Endograft Vein Perspective) trial to investigate CABG outcomes based on whether a resident or an attending surgeon performed the LITA-LAD anastomosis. METHODS: This was a post hoc subanalysis of the REGROUP trial, which randomized veterans undergoing isolated on-pump CABG to endoscopic versus open vein harvest from 2014 through 2017. The primary end point was major cardiac adverse events, defined as the composite of all-cause deaths, nonfatal myocardial infarctions or repeat revascularizations. RESULTS: Among 1,084 patients, 344 (31.8%) LITA-LAD anastomoses were performed by residents and 740 (68.2%), by attending surgeons. Residents (compared to attendings) operated on fewer patients with high tercile SYNTAX scores (22.1% vs 37.4%, P < 0.001), performed fewer multiarterial CABGs (5.2% vs 14.6%, P < 0.001) and performed more anastomoses to distal targets with diameters > 2.0 mm (19.0% vs 10.9%, P < 0.001) and non-calcified landing zones (25.1% vs 21.6%, P < 0.001). During a median observation time of 4.7 years (interquartile range 3.84-5.45), major cardiac adverse events occurred in 77 patients (22.4%) in the group treated by residents and 169 patients (22.8%) in the group treated by attendings (unadjusted HR 1.00; 95% confidence interval, 0.76-1.33; P = 0.99). Outcomes persisted on adjusted analyses. CONCLUSIONS: Based on this REGROUP trial subanalysis, under careful supervision and with appropriate patient selection, LITA-LAD anastomoses performed by the residents yielded clinical outcomes similar to those of the attendings.


Subject(s)
Coronary Artery Bypass , Humans , Male , Female , Aged , Coronary Artery Bypass/methods , Coronary Artery Bypass/adverse effects , Middle Aged , Treatment Outcome , Coronary Artery Disease/surgery , Internship and Residency , Coronary Vessels/surgery , Mammary Arteries/transplantation , Prospective Studies , Internal Mammary-Coronary Artery Anastomosis/methods , Internal Mammary-Coronary Artery Anastomosis/adverse effects
10.
Khirurgiia (Mosk) ; (4): 75-81, 2024.
Article in Russian | MEDLINE | ID: mdl-38634588

ABSTRACT

OBJECTIVE: To establish the criteria for reversibility of myocardial contractility in patients with coronary artery disease (CAD) after coronary artery bypass grafting considering data of cardiac magnetic resonance imaging (MRI) and echocardiography. MATERIAL AND METHODS: We studied the results of coronary artery bypass grafting in 186 patients with CAD complicated by reduced left ventricular ejection fraction (<30%). All patients underwent cardiac MRI and echocardiography before surgery. Immediate and long-term results were evaluated according to echocardiography and MRI data. RESULTS: We confirmed the previously established predictors of improvement in left ventricular contractility: diastolic IVST ≥10.5 mm and PWT ≥9.5 mm, score of LV myocardium damage according to MRI with delayed contrast enhancement (p<0.05). Multivariate analysis makes it possible to calculate prognostic index and obtain information about further myocardial contractility after revascularization with an error of 6%. CONCLUSION: Echocardiography and contrast-enhanced cardiac MRI are valuable to assess morphological and functional state of the left ventricle in patients with ischemic cardiomyopathy and preoperatively determine functional reserve of the myocardium.


Subject(s)
Coronary Artery Disease , Ventricular Function, Left , Humans , Stroke Volume , Coronary Artery Bypass/methods , Coronary Artery Disease/surgery , Myocardium/pathology , Magnetic Resonance Imaging/methods , Echocardiography
11.
J Cardiothorac Surg ; 19(1): 244, 2024 Apr 18.
Article in English | MEDLINE | ID: mdl-38632609

ABSTRACT

BACKGROUND: conventional coronary artery bypass grafting (CCABG) tends to cause severe complications in patients with comorbid Coronary Artery Diseases (CAD) and diabetes. On the other hand, the Minimally Invasive Cardiac Surgery Coronary Artery Bypass Grafting (MICS CABG) via transthoracic incision is associated with rapid recovery and reduced complications. Adding to the limited literature, this study compares CCABG and MICS CABG in terms of efficacy and safety. METHODS: Herein, 104 CCABG and MICS CABG cases (52 cases each) were included. The patients were recruited from the Minimally Invasive Cardiac Surgery Center, Anzhen Hospital, between January 2017 and December 2021 and were selected based on the Propensity Score Matching (PSM) model. The key outcomes included All-cause Death, Myocardial Infarction (MI), Cerebrovascular Events, revascularization, Adverse Wound Healing Events and one-year patency of the graft by coronary CTA. RESULTS: Compared to CCABG, MICS CABG had longer surgical durations [4.25 (1.50) h vs.4.00 (1.13) h, P = 0.028], but showed a reduced intraoperative blood loss [600.00 (400.00) mL vs.700.00 (300.00) mL, P  = 0.032] and a lower secondary incision debridement and suturing rate (5.8% vs.19.2%, P = 0.038). In follow up, no statistically significant differences were found between the two groups in the cumulative Major Adverse Cardiovascular and Cerebrovascular Events (MACCEs) incidence (7.7% vs. 5.9%), all-cause mortality (0 vs. 0), MI incidence (1.9% vs. 2.0%), cerebral apoplexy incidence (5.8% vs. 3.9%), and repeated revascularization incidence (0 vs. 0) (P > 0.05). Additionally, coronary CTA results revealed that the two groups' one-year graft patency (94.2% vs. 90.2%, P = 0.761) showed no statistically significant difference. CONCLUSION: In patients with comorbid CAD and diabetes, MICS CABG and CCABG had comparable revascularization performances. Moreover, MICS CABG can effectively reduce, if not prevent, poor clinical outcomes/complications, including incision healing, sternal infection and prolonged length of stay in diabetes patients.


Subject(s)
Coronary Artery Disease , Diabetes Mellitus , Myocardial Infarction , Humans , Coronary Artery Disease/surgery , Retrospective Studies , Treatment Outcome , Coronary Artery Bypass/methods
12.
Mymensingh Med J ; 33(2): 516-525, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38557535

ABSTRACT

Coronary artery bypass graft surgery (CABG) is a proven treatment for coronary artery disease. History of a ST-elevation myocardial infarction (STEMI) is considered an independent risk factor for CABG irrespective of timing for an emergency or elective surgery. Patients with STEMI are candidates for both On-pump and Off-pump CABG procedures. This paper discusses the possible best option for elective surgical revascularization in patients with prior STEMI. This prospective clinical trial of 60 eligible patients with prior STEMI was conducted in a Tertiary Care Hospital from April 2018 to March 2019. Among them, 30 patients underwent off-pump (Group A) and 30 patients underwent on-pump (Group B) CABG procedures. Outcomes between both groups were observed from surgery to 1 month postoperatively. Data was analysed by the software statistical program for social science (SPSS 25.0 Inc). The surgery was successful in both groups of patients. Differences were observed by mean number of grafts per patient (2.77±0.43 vs. 3.10±0.71) and duration of operation (4.41±0.35 hours vs. 5.71±0.48 hours). An improvement in Left Ventricular Ejection Fraction (LVEF %) was observed in both groups postoperatively (17.98% vs. 10.98%) and the postoperative LVEF% at different time points were found statistically significant (p<0.05) over preoperative LVEF%. Multivariable stepwise logistic regression analysis correlated on-pump CABG with prolonged need for ionotropic support, need for blood transfusion, longer hospital stay and less improvement in LVEF%. The study supports the Off-pump CABG as a better surgical option over on-pump CABG in patients with prior STEMI.


Subject(s)
Coronary Artery Disease , ST Elevation Myocardial Infarction , Humans , ST Elevation Myocardial Infarction/surgery , Stroke Volume , Ventricular Function, Left , Coronary Artery Bypass/methods , Coronary Artery Disease/surgery , Treatment Outcome
13.
Am J Case Rep ; 25: e942673, 2024 Apr 11.
Article in English | MEDLINE | ID: mdl-38600678

ABSTRACT

BACKGROUND Aortic dissection is rare after coronary artery bypass grafting (CABG). It is a potentially fatal complication of cardiac surgery. Reoperation may pose problems with thoracotomy, adhesiolysis, and myocardial protection. No standard treatment guidelines exist for chronic aortic dissection after CABG. We present a case of chronic type A aortic dissection after cardiac surgery, which was successfully treated. CASE REPORT A 65-year-old female patient presented with a medical background of hypertension, type 2 diabetes mellitus, and hyperlipidemia.No connective tissue disorders were diagnosed. The aortic valve was tricuspid. Three years ago, she had undergone coronary artery bypass grafting involving four branches at a different medical facility. She was complaining of chest pain weeks after bypass surgery, which gradually increased. Aortic dissection was observed in the latest contrast-enhanced CT scan. Beginning from just above the sinotubular junction and reaching below the brachiocephalic trunk.  Two grafts from the saphenous vein were patent, and one was lying just below the sternum. Cardiopulmonary support was initiated by cannulating the right femoral artery and vein. An opening in the ascending aorta exposed an intimal tear near the proximal anastomosis of the two great saphenous vein grafts. Antegrad Del-Nido cardioplegia was given through native ostia and functional bypass grafts. Proximal and then distal anastomosis of graft prosthesis was performed. A new venous graft was anastomosed to the apical part of the left anterior descending artery (LAD). This saphenous vein and the buttons of the two previous vein grafts were anastomosed to the prosthesis. The patient was successfully liberated from the heart-lung machine and exhibited favorable cardiac function in the postoperative period. CONCLUSIONS We can conclude that initial peripheral cannulation with a half dose of heparin provides a relatively bloodless and secure re-entry sternotomy. Del-Nido cardioplegia is easy to implement, safe, and gives surgeons enough time without interruptions to perform complex procedures fluently.  .


Subject(s)
Aortic Dissection , Cardiac Surgical Procedures , Diabetes Mellitus, Type 2 , Female , Humans , Aged , Coronary Artery Bypass/adverse effects , Coronary Artery Bypass/methods , Aortic Dissection/surgery , Aorta , Reoperation
14.
J Cardiothorac Surg ; 19(1): 263, 2024 Apr 24.
Article in English | MEDLINE | ID: mdl-38659034

ABSTRACT

BACKGROUND: Post-Operative Atrial Fibrillation (POAF) is the most frequent complication of cardiac surgery and is associated with reduced survival, increased rates of cognitive changes and cerebrovascular accidents, heart failure, renal dysfunction, infection, length of stay and hospital costs. Cardiac tamponade although less common, carries high morbidity and mortality. Shed mediastinal blood in the pericardial space is a major source of intrapericardial oxidative stress and inflammation that triggers POAF. The utilisation of a posterior pericardiotomy (PP) aims to shunt blood from pericardium into the pleural space and have a role in the prevention of POAF as well as cardiac tamponade. METHODS: 2168 patients had undergone isolated Coronary Artery Bypass Grafting at Royal Hobart Hospital from 2008 to 2022. They were divided into PP group vs. control group. Patient baseline demographics, intraoperative data and post-operative outcomes were reviewed retrospectively. RESULTS: Total incidence of new POAF and cardiac tamponade was 24% and 0.74% respectively. Primary outcome of both the incidence of POAF (20.2% vs. 26.3%, p < 0.05) and Cardiac Tamponade (0% vs. 1.1%, p < 0.05) were less in the pericardiotomy group. A subgroup analysis of patients with recent myocardial infarction showed reduced incidence of POAF in the PP group (p < 0.05). Increasing age, Body Mass Index, poor left ventricular ejection fraction (EF < 30%) and return to theatre were independent predictors of developing POAF. There were similar rates of return to theatre for bleeding however, no cases of tamponade in the pericardiotomy group. There were no complications attributable to left posterior pericardiotomy and the time added to the duration of surgery was minimal. CONCLUSION: Posterior pericardiotomy is associated with a significant reduction in the incidence of POAF and cardiac tamponade which is safe and efficient.


Subject(s)
Atrial Fibrillation , Cardiac Tamponade , Coronary Artery Bypass , Pericardiectomy , Postoperative Complications , Humans , Cardiac Tamponade/prevention & control , Cardiac Tamponade/etiology , Cardiac Tamponade/epidemiology , Male , Female , Atrial Fibrillation/prevention & control , Atrial Fibrillation/etiology , Atrial Fibrillation/surgery , Retrospective Studies , Coronary Artery Bypass/adverse effects , Coronary Artery Bypass/methods , Pericardiectomy/methods , Postoperative Complications/prevention & control , Postoperative Complications/epidemiology , Middle Aged , Aged , Incidence
15.
PLoS One ; 19(4): e0300796, 2024.
Article in English | MEDLINE | ID: mdl-38662684

ABSTRACT

BACKGROUND: Healthcare providers currently calculate risk of the composite outcome of morbidity or mortality associated with a coronary artery bypass grafting (CABG) surgery through manual input of variables into a logistic regression-based risk calculator. This study indicates that automated artificial intelligence (AI)-based techniques can instead calculate risk. Specifically, we present novel numerical embedding techniques that enable NLP (natural language processing) models to achieve higher performance than the risk calculator using a single preoperative surgical note. METHODS: The most recent preoperative surgical consult notes of 1,738 patients who received an isolated CABG from July 1, 2014 to November 1, 2022 at a single institution were analyzed. The primary outcome was the Society of Thoracic Surgeons defined composite outcome of morbidity or mortality (MM). We tested three numerical-embedding techniques on the widely used TextCNN classification model: 1a) Basic embedding, treat numbers as word tokens; 1b) Basic embedding with a dataloader that Replaces out-of-context (ROOC) numbers with a tag, where context is defined as within a number of tokens of specified keywords; 2) ScaleNum, an embedding technique that scales in-context numbers via a learned sigmoid-linear-log function; and 3) AttnToNum, a ScaleNum-derivative that updates the ScaleNum embeddings via multi-headed attention applied to local context. Predictive performance was measured via area under the receiver operating characteristic curve (AUC) on holdout sets from 10 random-split experiments. For eXplainable-AI (X-AI), we calculate SHapley Additive exPlanation (SHAP) values at an ngram resolution (SHAP-N). While the analyses focus on TextCNN, we execute an analogous performance pipeline with a long short-term memory (LSTM) model to test if the numerical embedding advantage is robust to model architecture. RESULTS: A total of 567 (32.6%) patients had MM following CABG. The embedding performances are as follows with the TextCNN architecture: 1a) Basic, mean AUC 0.788 [95% CI (confidence interval): 0.768-0.809]; 1b) ROOC, 0.801 [CI: 0.788-0.815]; 2) ScaleNum, 0.808 [CI: 0.785-0.821]; and 3) AttnToNum, 0.821 [CI: 0.806-0.834]. The LSTM architecture produced a similar trend. Permutation tests indicate that AttnToNum outperforms the other embedding techniques, though not statistically significant verse ScaleNum (p-value of .07). SHAP-N analyses indicate that the model learns to associate low blood urine nitrate (BUN) and creatinine values with survival. A correlation analysis of the attention-updated numerical embeddings indicates that AttnToNum learns to incorporate both number magnitude and local context to derive semantic similarities. CONCLUSION: This research presents both quantitative and clinical novel contributions. Quantitatively, we contribute two new embedding techniques: AttnToNum and ScaleNum. Both can embed strictly positive and bounded numerical values, and both surpass basic embeddings in predictive performance. The results suggest AttnToNum outperforms ScaleNum. With regards to clinical research, we show that AI methods can predict outcomes after CABG using a single preoperative note at a performance that matches or surpasses the current risk calculator. These findings reveal the potential role of NLP in automated registry reporting and quality improvement.


Subject(s)
Artificial Intelligence , Coronary Artery Bypass , Humans , Coronary Artery Bypass/methods , Female , Male , Middle Aged , Aged , Natural Language Processing , Treatment Outcome
16.
J Cardiothorac Surg ; 19(1): 224, 2024 Apr 16.
Article in English | MEDLINE | ID: mdl-38627771

ABSTRACT

Coronary artery bypass grafting (CABG) is one of the foundations of treatment for coronary artery disease. While it has improved substantially since its inception more than 50 years ago, including a rising use of multiple arterial grafting, intraoperative quality assessment is yet to be disseminated as an integral part of the procedure. Herein we review the fundamentals of intraoperative quality assessment in CABG using transient time flow measurement (TTFM) with a focus on its use in arterial grafting.


Subject(s)
Coronary Artery Disease , Mammary Arteries , Humans , Coronary Angiography , Coronary Artery Bypass/methods , Coronary Artery Disease/surgery , Mammary Arteries/transplantation , Vascular Patency , Blood Flow Velocity
17.
J Cardiothorac Surg ; 19(1): 268, 2024 Apr 30.
Article in English | MEDLINE | ID: mdl-38689317

ABSTRACT

BACKGROUND: This study aimed to evaluate the short-term and long-term outcomes of dialysis and non-dialysis patients after On-pump beating-heart coronary artery bypass grafting (OPBH-CABG). METHODS: We retrospectively reviewed medical records of 659 patients underwent OPBH-CABG at our hospital from 2009 to 2019, including 549 non-dialysis patients and 110 dialysis patients. Outcomes were in-hospital mortality, length of stay, surgical complications, post-CABG reintervention, and late mortality. The median follow-up was 3.88 years in non-dialysis patients and 2.24 years in dialysis patients. Propensity matching analysis was performed. RESULTS: After 1:1 matching, dialysis patients had significantly longer length of stay (14 (11-18) vs. 12 (10-15), p = 0.016), higher rates of myocardial infarction (16.85% vs. 6.74%, p = 0.037) and late mortality (25.93% vs. 9.4%, p = 0.005) after CABG compared to non-dialysis patients. No significant differences were observed in in-hospital mortality, complications, or post-CABG reintervention rate between dialysis and non-dialysis groups. CONCLUSIONS: OPBH-CABG could achieve comparable surgical mortality, surgical complication rates, and long-term revascularization in dialysis patients as those in non-dialysis patients. The results show that OPBH-CABG is a safe and effective surgical option for dialysis patients.


Subject(s)
Coronary Artery Bypass , Coronary Artery Disease , Hospital Mortality , Postoperative Complications , Renal Dialysis , Humans , Male , Female , Retrospective Studies , Middle Aged , Coronary Artery Bypass/methods , Coronary Artery Bypass/mortality , Aged , Coronary Artery Disease/surgery , Coronary Artery Disease/mortality , Coronary Artery Disease/complications , Postoperative Complications/epidemiology , Treatment Outcome , Length of Stay/statistics & numerical data , Time Factors
20.
Adv Ther ; 41(5): 1911-1922, 2024 May.
Article in English | MEDLINE | ID: mdl-38480660

ABSTRACT

INTRODUCTION: Patients requiring coronary artery bypass grafting (CABG) and carotid endarterectomy (CEA) can be managed with staged (CEA before CABG), reverse staged (CABG before CEA) or synchronous treatment. This single-center retrospective study evaluated the outcomes in patients undergoing planned synchronous CEA and CABG. METHODS: Between 2000 and 2020 a total of 185 patients with symptomatic triple-vessel or left main coronary artery disease associated with 70-99% asymptomatic or 50-99% symptomatic uni- or bilateral internal carotid artery (ICA) stenosis underwent synchronous CEA and CABG at our institution. Study endpoints were defined as mortality, stroke and myocardial infarction at 30 days. Additionally, the composite endpoint of these events was investigated. RESULTS: At 30 days, mortality, stroke and myocardial infarction rates were 5.9%, 8.1% (permanent [unresolved deficit at discharge] 5.4%) and 3.8%, respectively, and the composite endpoint was reached in 13.0% of patients. Patients suffering from a stroke more frequently had a contralateral 70-99% ICA stenosis (60.0% vs. 17.3%; p < 0.001), peripheral artery disease (73.3% vs. 38.9%; p = 0.013) and prolonged cardiopulmonary bypass time (mean 119 ± 62 min vs. 84 ± 29 min; p = 0.012). Multivariate logistic regression analysis revealed the duration of cardiopulmonary bypass (odds ratio [OR] 1.024; 95% confidence interval [CI] 1.002-1.046; p = 0.034), a history of type 2 diabetes mellitus (OR 5.097; 95% CI 1.161-22.367; p = 0.031) and peripheral artery disease (OR 5.814; 95% CI 1.231-27.457; p = 0.026) as independent risk factors for reaching the composite endpoint. CONCLUSION: Patients undergoing synchronous CEA and CABG face an elevated risk of perioperative cardiovascular events, particularly an increased stroke risk in patients with symptomatic and bilateral ICA stenosis. Graphical Abstract available for this article.


Subject(s)
Carotid Stenosis , Coronary Artery Bypass , Endarterectomy, Carotid , Humans , Endarterectomy, Carotid/methods , Endarterectomy, Carotid/adverse effects , Coronary Artery Bypass/methods , Coronary Artery Bypass/adverse effects , Male , Female , Aged , Retrospective Studies , Carotid Stenosis/surgery , Carotid Stenosis/complications , Middle Aged , Treatment Outcome , Coronary Artery Disease/surgery , Coronary Artery Disease/complications , Stroke/etiology , Stroke/epidemiology , Myocardial Infarction/epidemiology , Myocardial Infarction/etiology , Aged, 80 and over , Postoperative Complications/epidemiology , Risk Factors
SELECTION OF CITATIONS
SEARCH DETAIL
...