Revealing the nature of cardiovascular disease using DERGA, a novel data ensemble refinement greedy algorithm.

BACKGROUND: The study aimed to determine the most crucial parameters associated with CVD and employ a novel data ensemble refinement procedure to uncover the optimal pattern of these parameters that can result in a high prediction accuracy. METHODS AND RESULTS: Data were collected from 369 patients in total, 281 patients with CVD or at risk of developing it, compared to 88 otherwise healthy individuals. Within the group of 281 CVD or at-risk patients, 53 were diagnosed with coronary artery disease (CAD), 16 with end-stage renal disease, 47 newly diagnosed with diabetes mellitus 2 and 92 with chronic inflammatory disorders (21 rheumatoid arthritis, 41 psoriasis, 30 angiitis). The data were analyzed using an artificial intelligence-based algorithm with the primary objective of identifying the optimal pattern of parameters that define CVD. The study highlights the effectiveness of a six-parameter combination in discerning the likelihood of cardiovascular disease using DERGA and Extra Trees algorithms. These parameters, ranked in order of importance, include Platelet-derived Microvesicles (PMV), hypertension, age, smoking, dyslipidemia, and Body Mass Index (BMI). Endothelial and erythrocyte MVs, along with diabetes were the least important predictors. In addition, the highest prediction accuracy achieved is 98.64%. Notably, using PMVs alone yields a 91.32% accuracy, while the optimal model employing all ten parameters, yields a prediction accuracy of 0.9783 (97.83%). CONCLUSIONS: Our research showcases the efficacy of DERGA, an innovative data ensemble refinement greedy algorithm. DERGA accelerates the assessment of an individual's risk of developing CVD, allowing for early diagnosis, significantly reduces the number of required lab tests and optimizes resource utilization. Additionally, it assists in identifying the optimal parameters critical for assessing CVD susceptibility, thereby enhancing our understanding of the underlying mechanisms.

Obesity and Transcatheter Aortic Valve Replacement.

Amidst an aging population and escalating obesity prevalence, elucidating the impact of obesity on transcatheter aortic valve replacement (TAVR) outcomes becomes paramount. The so-called "obesity paradox"-a term denoting the counterintuitive association of obesity, typically a risk factor for cardiovascular diseases, with improved survival outcomes in TAVR patients relative to their leaner or normal-weight counterparts-merits rigorous examination. This review comprehensively investigates the complex relationship between obesity and the clinical outcomes associated with TAVR, with a specific focus on mortality and periprocedural complications. This study aims to deepen our understanding of obesity's role in TAVR and the underlying mechanisms of the obesity paradox, thereby optimizing management strategies for this patient demographic, tailored to their unique physiological and metabolic profiles.

Klotho as an Early Marker of Acute Kidney Injury Following Cardiac Surgery: A Systematic Review.

Acute kidney injury is a common complication following cardiac surgery (CSA-AKI). Serum creatinine levels require a minimum of 24-48 h to indicate renal injury. Nevertheless, early diagnosis remains critical for improving patient outcomes. A PRISMA-compliant systematic review of the PubMed and CENTRAL databases was performed to assess the role of Klotho as a predictive biomarker for CSA-AKI (end-of-search date: 17 February 2024). An evidence quality assessment of the four included studies was performed with the Newcastle-Ottawa scale. Among the 234 patients studied, 119 (50.8%) developed CSA-AKI postoperatively. Serum Klotho levels above 120 U/L immediately postoperatively correlated with an area under the curve (AUC) of 0.806 and 90% sensitivity. Additionally, a postoperative serum creatinine to Klotho ratio above 0.695 showed 94.7% sensitivity and 87.5% specificity, with an AUC of 92.4%, maintaining its prognostic validity for up to three days. Urinary Klotho immunoreactivity was better maintained in samples obtained via direct catheterization rather than indwelling catheter collection bags. Storage at -80 °C was necessary for delayed testing. Optimal timing for both serum and urine Klotho measurements was from the end of cardiopulmonary bypass to the time of the first ICU lab tests. In conclusion, Klotho could be a promising biomarker for the early diagnosis of CSA-AKI. Standardization of measurement protocols and larger studies are needed to validate these findings.

Mitral Valve Repair of the Anterior Leaflet: Are We There Yet?

Mitral regurgitation is one of the most prevalent valvulopathies with a disease burden that incurs significant healthcare costs globally. Surgical repair of the posterior mitral valve leaflet is a standard treatment, but approaches for repairing the anterior mitral valve leaflet are not widely established. Since anterior leaflet involvement is less common and more difficult to repair, fewer studies have investigated its natural history and treatment options. In this review, we discuss surgical techniques for repairing the anterior leaflet and their outcomes, including survival, reoperation, and recurrence of regurgitation. We show that most patients with mitral regurgitation from the anterior leaflet can be repaired with good outcomes if performed at centers with expertise. Additionally, equal consideration for early repair should be given to patients with mitral regurgitation from both anterior and posterior pathology. However, more studies to better evaluate the efficacy and safety of anterior mitral valve leaflet repair are needed.

The impact of multimodal analgesia in coronary artery bypass graft surgery-a population-based analysis.

OBJECTIVE: Multimodal pain management aims to concurrently target several pain pathways for improved treatment efficacy and recovery. We investigated associations between multimodal analgesia use and postoperative complications, length of hospital stay (LOS), and opioid consumption among patients undergoing coronary artery bypass graft surgery. METHODS: This retrospective cohort study included 349,940 adult patients undergoing elective coronary artery bypass graft surgery (January 2006 to December 2019), from the national Premier Healthcare claims dataset. The study intervention was multimodal analgesia, defined as opioid use with the addition of nonopioid analgesic modalities. These included, nonsteroidal anti-inflammatory drugs, cyclooxygenase-2 inhibitors, paracetamol/acetaminophen, neuraxial anesthesia, steroids, gabapentin/pregabalin, and ketamine. Analgesic management was stratified into 4 categories: opioids only and multimodal analgesia with the addition of 1, 2 or ≥3 nonopioid analgesic modalities. Mixed-effects regression models measured associations between multimodal analgesia and postoperative complications, LOS, and opioid consumption measured in milligram oral morphine equivalents. RESULTS: Multimodal analgesia was associated with a beneficial dose response pattern. With increasing nonopioid analgesic modalities added to opioid analgesia, a stepwise decrease in complication risk was consistently observed, eg, with the addition of 1, 2, or ≥3 nonopioid modalities the odds for any complication decreased by 8% (odds ratio [OR], 0.92; confidence interval [CI], 0.90-0.94), 17% (OR, 0.83; CI, 0.81-0.86), and 22% (OR, 0.78; CI 0.69-0.79), respectively. This stepwise pattern was consistent in respiratory, cardiac, and renal complications individually. Similarly, LOS decreased stepwise with added analgesic modalities. CONCLUSIONS: These nationally representative data indicate that enhanced pain management by multiple pain pathways is associated with significant reductions in postoperative complications and shortened patient recovery.

Endovascular Treatment of Type A Aortic Dissection: A Systematic Review and Meta-Analysis Using Reconstructed Time-to-Event Data.

OBJECTIVE: The undisputed gold standard of treatment for type A aortic dissections (TAAD) is open surgery. Anecdotal reports have assessed thoracic endovascular aortic repair (TEVAR) as a last resort for highly selected candidates. The present study aims to evaluate endovascular outcomes in TAAD patients who are unsuitable for open surgery whilst having TEVAR-compatible aortic anatomy. METHODS: A PRISMA-compliant systematic search of the PubMed, Scopus, and Cochrane databases was performed up to 19 May 2022. Time-to-event data were reconstructed using Kaplan-Meier curves from the source literature. RESULTS: In 20 eligible studies, 311 patients underwent TEVAR for acute, subacute, or chronic TAAD. Mean age at the time of the operation was 60.70 ± 8.00 years and 75.48% (95% Confidence Interval [CI], 60.33-88.46%) of the included patients were males. Mean operative time was 169.40 ± 30.70 min. Overall, 0.44% (95% CI, 0.00-4.83%) of the cases were converted to salvage open surgery. Technical failure, stroke, and endoleaks occurred in 0.22%, 0.1%, and 8.52% of the cohort, respectively. Thirty-day postoperative complication rate was 7.08% (95% CI, 1.52-14.97%), whereas late complications developed in 16.89% (95% CI, 7.75-27.88%) of the patients. One-, three-, and five-year survival rates were estimated at 87.15%, 82.52% and 82.31%, respectively. Reintervention was required in 8.38% of the cohort over a mean follow-up of 32.40 ± 24.40 months. CONCLUSIONS: TEVAR seems to be feasible in highly selected patients with TAAD who cannot tolerate open surgery. Overcoming technical limitations and acquiring long-term data are warranted to safely define the place of endovascular treatment in the armamentarium of TAAD repair.

Corrigendum: 1821-2021: contributions of physicians and researchers of Greek descent in the advancement of clinical and experimental cardiology and cardiac surgery.

[This corrects the article DOI: 10.3389/fcvm.2023.1231762.].

Clinical and Translational Imaging and Sensing of Diabetic Microangiopathy: A Narrative Review.

Microvascular changes in diabetes affect the function of several critical organs, such as the kidneys, heart, brain, eye, and skin, among others. The possibility of detecting such changes early enough in order to take appropriate actions renders the development of appropriate tools and techniques an imperative need. To this end, several sensing and imaging techniques have been developed or employed in the assessment of microangiopathy in patients with diabetes. Herein, we present such techniques; we provide insights into their principles of operation while discussing the characteristics that make them appropriate for such use. Finally, apart from already established techniques, we present novel ones with great translational potential, such as optoacoustic technologies, which are expected to enter clinical practice in the foreseeable future.

1821-2021: Contributions of physicians and researchers of Greek descent in the advancement of clinical and experimental cardiology and cardiac surgery.

While the role of Greeks in the development of early western medicine is well-known and appreciated, the contributions of modern Greek medical practitioners are less known and often overlooked. On the occasion of the 200-year anniversary of the Greek War of Independence, this review article sheds light onto the achievements of modern scientists of Greek descent in the development of cardiology, cardiac surgery, and cardiovascular research, through a short history of the development of these fields and of the related institutions in Greece. In the last decades, the Greek cardiology and Cardiac Surgery communities have been active inside and outside Greece and have a remarkable presence internationally, particularly in the United States. This article highlights the ways in which Greek cardiology and cardiovascular research has been enriched by absorbing knowledge produced in international medical centers, academic institutes and pharmaceutical industries in which generations of Greek doctors and researchers trained prior to their return to the homeland; it also highlights the achievements of medical practitioners and researchers of Greek descent who excelled abroad, producing ground-breaking work that has left a permanent imprint on global medicine.

Mitral valve surgery in octogenarians: Identifying factors that can guide clinical decision-making.

BACKGROUND: Mitral valve surgery in octogenarians is a clinical challenge due to the impact of inherent, age-related comorbidities. Within the context of an aging population, the number of mitral surgery candidates over 80 has been gradually increasing. We sought to evaluate our institutional experience with mitral valve surgery in octogenarians to identify factors that may prove useful during the process of clinical decision-making. METHODS: We retrospectively reviewed our institutional database for all patients over 80 years of age who underwent mitral valve surgery in our department from October 2002 up to February 2021. The primary endpoints of our study were 30-day all-cause mortality and long-term survival after the first postoperative month. RESULTS: In total, 99 octogenarians underwent mitral valve surgery for various types of mitral pathology. In particular, 70 patients underwent mitral valve replacement with or without concomitant procedures and 29 underwent mitral valve repair with or without concomitant procedures. There was no difference between the two approaches in terms of 30-day mortality and long-term survival. Chronic kidney disease and total operative time were independent predicting factors for 30-day mortality. Etiology of mitral valve pathology and EuroSCORE II was independent predicting factors for long-term survival. CONCLUSIONS: The type of mitral valve surgery did not affect 30-day and long-term mortality rates in our study. Renal impairment and EuroSCORE II were independent predictors of 30-day mortality and long-term prognosis, respectively. Rheumatic valve disease was also associated with a poorer prognosis.

Edge-to-Edge Transcatheter Mitral Valve Repair Using PASCAL vs. MitraClip: A Systematic Review and Meta-Analysis.

BACKGROUND: Transcatheter edge-to-edge repair (TEER) of the mitral valve (MV) can be performed using the PASCAL or MitraClip devices. Few studies offer a head-to-head outcome comparison of these two devices. MATERIAL AND METHODS: PubMed, EMBASE, Cochrane Library, Clinicaltrials.gov and WHO's International Clinical Trials Registry Platform, from 1 January 2000 until 1 March 2023, were searched. Study protocol details were registered in the International Prospective Register of Systematic Reviews (PROSPERO ID: CRD42023405400). Randomized Controlled Trials and observational studies reporting head-to-head clinical comparison of PASCAL and MitraClip devices were eligible for selection. Patients with severe functional or degenerative mitral regurgitation (MR) who had undergone TEER of the MV with either PASCAL or MitraClip devices were included in the meta-analysis. Data from six studies (five observational and one randomized clinical trial) were extracted and analyzed. The main outcomes were a reduction in MR to 2+ or less, improvement of New York Heart Association (NYHA) and 30-day all-cause mortality. Peri-procedural mortality, success rate and adverse events were also compared. RESULTS: Data from 785 and 796 patients that underwent TEER using PASCAL and MitraClip, respectively, were analyzed. Thirty-day all-cause mortality (Risk ratio [RR] = 1.51, 95% CI 0.79-2.89), MR reduction to maximum 2+ (RR = 1.00, 95% CI 0.98-1.02) and NYHA improvement (RR = 0.98, 95% CI 0.84-1.15) were similar in both device groups. Both devices had high and similar success rates (96.9% and 96.7% for the PASCAL and MitraClip group, respectively, p value = 0.91). MR reduction to 1+ or less at discharge was similar in both device groups (RR = 1.06, 95% CI 0.95-1.19). Composite peri-procedural and in-hospital mortality was 0.64% and 1.66% in the PASCAL and MitraClip groups, respectively (p value = 0.094). Rates of peri-procedural cerebrovascular accidents were 0.26% in PASCAL and 1.01% in MitraClip (p value = 0.108). CONCLUSIONS: Both PASCAL and MitraClip devices have high success and low complication rates for TEER of the MV. PASCAL was not inferior to MitraClip in reducing the MR level at discharge.

Anomalous circumflex artery: a benign variant generating a malignant potential after valve surgery.

Coronary artery anomalies are a diverse group of congenital disorders presenting with highly variable clinical manifestations. The anomalous origin of left circumflex artery from the right coronary sinus following a retro-aortic trajectory is a well-recognized anatomic variation. Despite its benign course, it can prove lethal in association with valvular surgery. When single aortic valve replacement or combined with mitral valve replacement is performed, the aberrant coronary vessel may be compressed by or between the prosthetic rings triggering postoperative lateral myocardial ischemia. If left untreated, the patient is at risk of sudden death or myocardial infarction with its detrimental complications. Skeletonization and mobilization of the aberrant coronary artery is the most widely accepted intervention, but valve downsizing or concomitant surgical or transcatheter revascularization have also been described. However, large series are lacking from the literature. Therefore, no guidelines exist. This study is a thorough review of the literature concerning the aforementioned anomaly in association with valvular surgery.

Proximal aortic repair in dialysis patients: A national database analysis.

OBJECTIVES: Dialysis is a well-established risk factor for morbidity and mortality after cardiovascular procedures. However, little is known regarding the outcomes of proximal aortic surgery in this high-risk cohort. METHODS: Perioperative (in-hospital or 30-day mortality) and 10-year outcomes were analyzed for all the patients who underwent open proximal aortic repair with the diagnosis of nonruptured thoracic aortic aneurysm (aneurysm, n = 325) or type A aortic dissection (dissection, n = 461) from 1987 to 2015 using the US Renal Data System database. RESULTS: In patients with aneurysm, perioperative mortality was 12.6%. The 10-year mortality was 81% ± 3%. Age 65 years or more (hazard ratio [HR], 1.35; 95% confidence interval [CI], 1.03 to 1.78; P = .03), chronic obstructive pulmonary disease (HR, 1.68; 95% CI, 1.01-2.82; P = .047), and Black race (HR, 1.46; 95% CI, 1.09-1.97; P = .01) were independently associated with worse 10-year mortality. In patients with dissection, perioperative mortality was 24.3% and 10-year mortality was 87.9% ± 2.2%. Age 65 years or more (HR, 1.49; 95% CI, 1.19-1.86; P < .001), congestive heart failure (HR, 1.39; 95% CI, 1.11-2.57; P = .004), and diabetes mellitus as the cause of dialysis (HR, 1.75; 95% CI, 1.2-2.57; P = .004) were independently associated with worse 10-year mortality. Black race (HR, 0.74; 95% CI, 0.6-0.92; P = .008) was associated with a better outcome. CONCLUSIONS: We described challenging perioperative and 10-year outcomes for dialysis patients undergoing proximal aortic repair. The present study suggests the need for careful patient selection in the elective repair of proximal aortic aneurysm for dialysis-dependent patients, whereas it affirms the feasibility of emergency surgery for acute type A aortic dissections.

Machine learning-based prediction of mortality after heart transplantation in adults with congenital heart disease: A UNOS database analysis.

BACKGROUND: Machine learning (ML) is increasingly being applied in Cardiology to predict outcomes and assist in clinical decision-making. We sought to develop and validate an ML model for the prediction of mortality after heart transplantation (HT) in adults with congenital heart disease (ACHD). METHODS: The United Network for Organ Sharing (UNOS) database was queried from 2000 to 2020 for ACHD patients who underwent isolated HT. The study cohort was randomly split into derivation (70%) and validation (30%) datasets that were used to train and test a CatBoost ML model. Feature selection was performed using SHapley Additive exPlanations (SHAP). Recipient, donor, procedural, and post-transplant characteristics were tested for their ability to predict mortality. We additionally used SHAP for explainability analysis, as well as individualized mortality risk assessment. RESULTS: The study cohort included 1033 recipients (median age 34 years, 61% male). At 1 year after HT, there were 205 deaths (19.9%). Out of a total of 49 variables, 10 were selected as highly predictive of 1-year mortality and were used to train the ML model. Area under the curve (AUC) and predictive accuracy for the 1-year ML model were .80 and 75.2%, respectively, and .69 and 74.2% for the 3-year model, respectively. Based on SHAP analysis, hemodialysis of the recipient post-HT had overall the strongest relative impact on 1-year mortality after HΤ, followed by recipient-estimated glomerular filtration rate, age and ischemic time. CONCLUSIONS: ML models showed satisfactory predictive accuracy of mortality after HT in ACHD and allowed for individualized mortality risk assessment.

Aortic valve neocuspidization using the Ozaki technique: A meta-analysis of reconstructed patient-level data.

BACKGROUND: Aortic valve neocuspidization using the Ozaki technique has shown promising results both in adults and children. METHODS: A systematic search of the PubMed and Cochrane databases was performed up to November 13, 2021. Individual patient data were reconstructed and analyzed from the Kaplan-Meier curves of all eligible studies for time-to-event outcomes. RESULTS: We included a total of 22 studies reporting on 1,891 patients that underwent Ozaki reconstruction. Mean age at the time of surgery was 43.2 ± 24.5 years (65 ± 12.3 years for adult patients and 12.3 ± 3.8 years for pediatric patients). The most common indication was aortic stenosis (46.4%, 95% CI 34.1-58.6). Mean cross-clamp and cardiopulmonary bypass duration were 106.8 ± 24.8 minutes and 135.2 ± 35.1 minutes, respectively. Permanent pacemaker was implanted in 0.7% (95% CI 0.4-1.2) of the patients. At discharge, mean effective orifice area was 2.1 ± 0.5 cm2/m2. At latest follow-up, peak gradient was 15.7 ± 7.4 mm Hg and only 0.25% (95% CI 0-2.3) had moderate aortic insufficiency. In-hospital mortality was 0.7% (95% CI 0.1-1.7). Late mortality was 1.9% during a mean follow-up of 38.1 ± 23.8 months. One-year, 3-year, and 5-year freedom from reoperation rates were 98.0 %, 97.0 % and 96.5%, respectively. More than half of the reoperations were due to infective endocarditis (51.5%, 95% CI 18.3-84.0). In our cohort, the risk of endocarditis per patient per year was 0.5%. CONCLUSIONS: The midterm outcomes of the Ozaki procedure are excellent in terms of hemodynamics, survival, and freedom from reoperation. Acquiring long-term follow-up will help solidify this technique in the cardiac surgery armamentarium.

Pericardiectomy and Pericardial Window for the Treatment of Pericardial Disease in the Contemporary Era.

PURPOSE OF REVIEW: To summarize the contemporary practice of pericardiectomy and pericardial window. We discuss the indications, preoperative planning, procedural aspects, postprocedural management, and outcomes of each procedure. RECENT FINDINGS: Surgical approaches for the treatment of pericardial disease have been around even before the emergence of cardiopulmonary bypass. Since the forthcoming of cardiopulmonary bypass, there have been significant changes in the epidemiology and diagnostic approach of pericardial diseases as well as advancements in the surgical techniques and perioperative management used in the care of these patients. Pericardiectomy has an average mortality of almost 7% and is typically performed in patients with advanced symptoms from constrictive pericarditis and relatively few comorbidities. Pericardial window is a safe procedure for the treatment of pericardial effusion that can be performed with different approaches.

Career barriers for women in surgery.

BACKGROUND: Despite the increasing numbers of female medical students, surgery remains male-dominated. PURPOSE: To highlight the principal career obstacles experienced by aspiring female surgeons. METHODS: A narrative review of literature on the position and career barriers of female surgeons has been conducted, using the MEDLINE and EMBASE databases. MAIN FINDINGS: Implicit and even explicit biases against female surgeons remain prevalent, negatively impacting their training performance and overall professional trajectory. Female surgeons are globally underrepresented in leadership positions and senior academic rankings, especially that of a full professor. They feel hampered by lack of effective mentorship, whose value for a successful career has been acknowledged by all medical students, surgeons and surgical leaders. Their work-life imbalance is sometimes expressed as lower likelihood than their male contemporaries of getting married or having children and may be attributed to their conventional association with the role of caretaker, their personal desire to accommodate occupational and family duties and the inadequate implementation of parental leave and childcare policies. Female surgeons' "infertility" may be further explained by direct and indirect pregnancy-related difficulties. Female surgeons are also financially undercompensated compared to their male contemporaries. Finally, specialty-specific challenges should not be overlooked. CONCLUSIONS: While encouraging steps have been made, women in surgery feel still hindered by various obstacles. The qualitative, interview-based nature of current literature requires more meticulous studies on these barriers with a more quantitative and objective approach. Attenuation of gender imbalance in surgical specialties requires further changes in mentality and more targeted modifications in relevant policies.

Three-year survival of transcatheter versus surgical aortic valve replacement in dialysis.

To highlight the trends of surgical (open) aortic valve replacement (SAVR) as well as to compare the outcome between transcatheter aortic valve replacement (TAVR) and SAVR in elderly dialysis patients. TAVR has evolved as an effective alternative to surgery (SAVR) for aortic stenosis. We identified dialysis-dependent patients who underwent SAVR or TAVR from 2000 to 2015 from the United States Renal Data System using ICD-9 codes. We defined high-risk surgical patients as age over 70 or older. The primary endpoint was survival at 3 years and we compared the outcome between SAVR and TAVR groups using inverse probability of treatment weighting (IPTW). A total of 4332 and 1280 dialysis patients underwent SAVR and TAVR, respectively, during the study period. Among SAVR cohort, 3312 patients underwent SAVR before June 2012 and 1020 after June 2012. In-hospital mortality was significantly worse before 2012 (14.6% vs. 11.3% after 2012, p = 0.007) as well as estimated 3-year mortality (69.1% vs. 60.3% after 2012, p < 0.001). After June 2012, the TAVR cohort was older and had more comorbidities including coronary artery disease and congestive heart failure compared to the SAVR cohort. After IPTW, in-hospital mortality was significantly lower after TAVR versus SAVR (odds ratio 0.38 [95% confidence interval [CI], 0.27-0.52], p < 0.001). However, TAVR had a significantly higher risk of 3-year mortality than SAVR (hazard ratio 1.24 [95% CI 1.1-1.39], p < 0.001). TAVR may be a reasonable and potentially preferable alternative to SAVR in the elderly dialysis population in the short-term period.