A Machine Learning Approach for Postoperative Outcome Prediction: Surgical Data Science Application in a Thoracic Surgery Setting.

BACKGROUND: The use of innovative methodologies, such as Surgical Data Science (SDS), based on artificial intelligence (AI) could prove to be useful for extracting knowledge from clinical data overcoming limitations inherent in medical registries analysis. The aim of the study is to verify if the application of an AI analysis to our database could develop a model able to predict cardiopulmonary complications in patients submitted to lung resection. METHODS: We retrospectively analyzed data of patients submitted to lobectomy, bilobectomy, segmentectomy and pneumonectomy (January 2006-December 2018). Fifty preoperative characteristics were used for predicting the occurrence of cardiopulmonary complications. The prediction model was developed by training and testing a machine learning (ML) algorithm (XGBOOST) able to deal with registries characterized by missing data. We calculated the receiver operating characteristic curve, true positive rate (TPR), positive predictive value (PPV) and accuracy of the model. RESULTS: We analyzed 1360 patients (lobectomy: 80.7%, segmentectomy: 11.9%, bilobectomy 3.7%, pneumonectomy: 3.7%) and 23.3% of them experienced cardiopulmonary complications. XGBOOST algorithm generated a model able to predict complications with an area under the curve of 0.75, a TPR of 0.76, a PPV of 0.68. The model's accuracy was 0.70. The algorithm included all the variables in the model regardless of their completeness. CONCLUSIONS: Using SDS principles in thoracic surgery for the first time, we developed an ML model able to predict cardiopulmonary complications after lung resection based on 50 patient characteristics. The prediction was also possible even in the case of those patients for whom we had incomplete data. This model could improve the process of counseling and the perioperative management of lung resection candidates.

Redefining the Risk of Surgery for Clinical Stage IIIA (N2) Non-Small Cell Lung Cancer: A Pooled Analysis of the STS GTSD and ESTS Registry.

BACKGROUND: Management of clinical stage IIIA-N2 (cIIIA-N2) non-small cell lung cancer (NSCLC) remains controversial. We evaluated treatment strategies and outcomes in cIIIA-N2 NSCLC patients who underwent pulmonary resection in The Society of Thoracic Surgeons General Thoracic Surgery Database (STS GTSD) and the European Society of Thoracic Surgeons (ESTS) Registry. METHODS: The STS GTSD and ESTS Registry were queried for patients who underwent pulmonary resection for cIIIA-N2 NSCLC between 2012 and 2016. Demographic variables, treatment strategies, and outcome measures were collected and analyzed. Significance of differences was determined using the χ2 test for categorical variables and the Wilcoxon rank sum test for continuous variables. RESULTS: Pulmonary resection was performed in 4279 cIIIA-N2 NSCLC patients (2928 STS GTSD; 1351 ESTS). Induction therapy was administered to 49%. Lobectomy was performed in 67.1% and pneumonectomy in 13%. Lobectomy was associated with 19.2% major morbidity and 1.6% operative mortality, while pneumonectomy was associated with 34.1% and 5%, respectively. Induction therapy was associated with a higher rate of major morbidity or mortality than upfront surgery (23.2% vs 19.5%, p = 0.004), driven by pneumonectomy (40.7% vs 30.3%, p = 0.012) rather than lobectomy (20.3% vs 18.8%, p = 0.31). CONCLUSIONS: Pulmonary resection for cIIIA-N2 NSCLC is associated with low rates of operative morbidity and mortality, with lobectomy having lower morbidity and mortality than pneumonectomy. Induction therapy, particularly chemoradiotherapy, is associated with a higher rate of composite morbidity or mortality than upfront surgery in pneumonectomy patients but not lobectomy patients.

Computed tomography-guided microcoil placement for localizing small pulmonary nodules before uniportal video-assisted thoracoscopic resection.

PURPOSE: The increasing number of computed tomography (CT) performed allows the more frequent identification of small, solid pulmonary nodules or ground-glass opacities. Video-assisted thoracic surgery (VATS) represents the standard in most lung resections. However, since VATS limit is the digital palpation of the lung parenchyma, many techniques of nodule localization were developed. The aim of this study was to determine the feasibility and safety of CT-guided microcoil insertion followed by uniportal VATS wedge resection (WR). MATERIALS AND METHODS: Retrospective study in a single institution, including patients undergone CT-guided microcoil insertion prior to uniportal VATS resection between May 2015 and December 2018. The lesion was identified using fluoroscopy. RESULTS: Forty-six consecutive patients were enrolled (22 male and 24 female). On CT: 5 cases of GGO, 2 cases of semisolid nodules, 39 cases of solid nodules. The median pathologic tumor size was 1.21 cm. Neither conversion to thoracotomy nor microcoil dislodgement was recorded. All patients underwent uniportal VATS WR (9/46 underwent completion lobectomy after frozen section). WR median time was 105 min (range 50-150 min). No patients required intraoperative re-resection for positive margins. After radiological procedure, 1 case of hematoma and 2 cases of pneumothorax were recorded. Four complications occurred in the postoperative period. The mean duration of chest drain and length of stay were 2.9 and 4.6 days, respectively. CONCLUSIONS: CT-guided microcoil insertion followed by uniportal VATS resection was a safe and feasible procedure having a minimal associated complications rate and offering surgeons the ease of localization of small intrapulmonary nodules.

How the Pathological Microenvironment Affects the Behavior of Mesenchymal Stem Cells in the Idiopathic Pulmonary Fibrosis.

Idiopathic pulmonary fibrosis (IPF) is a chronic disease characterized by fibroblasts activation, ECM accumulation, and diffused alveolar inflammation. The role of inflammation in IPF is still controversial and its involvement may follow nontraditional mechanisms. It is seen that a pathological microenvironment may affect cells, in particular mesenchymal stem cells (MSCs) that may be able to sustain the inflamed microenvironment and influence the surrounding cells. Here MSCs have been isolated from fibrotic (IPF-MSCs) and control (C-MSCs) lung tissue; first cells were characterized and compared by the expression of molecules related to ECM, inflammation, and other interdependent pathways such as hypoxia and oxidative stress. Subsequently, MSCs were co-cultured between them and with NHLF to test the effects of the cellular crosstalk. Results showed that pathological microenvironment modified the features of MSCs: IPF-MSCs, compared to C-MSCs, express higher level of molecules related to ECM, inflammation, oxidative stress, and hypoxia; notably, when co-cultured with C-MSCs and NHLF, IPF-MSCs are able to induce a pathological phenotype on the surrounding cell types. In conclusion, in IPF the pathological microenvironment affects MSCs that in turn can modulate the behavior of other cell types favoring the progression of IPF.

Endovascular Treatment of Blunt Thoracic Aortic Injury by Fractured Rib.

We treated an 89-year-old patient affected by a descending thoracic aorta lesion due to a rib fracture with a penetrating costal stump. An urgent combined thoracic and endovascular surgical approach was performed, removing the rib fragment and positioning an aortic endoprosthesis simultaneously. Postoperative angio-computed tomography scan demonstrated the correct position of the endoprosthesis without any leakage or periaortic hemorrhage.

The ESTS-AIR database-initial results of a multi-institutional database on airway surgery.

OBJECTIVES: Compared to lung resections, airway procedures are relatively rare in thoracic surgery. Despite this, a growing number of dedicated airway centres have formed throughout Europe. These centres are characterized by a close interdisciplinary collaboration and they often act as supra-regional referring centres. To date, most evidence of airway surgery comes from retrospective, single-centre analysis as there is a lack of large-scale, multi-institutional databases. METHODS: In 2018, an initiative was formed, which aimed to create an airway database within the framework of the ESTS database (ESTS-AIR). Five dedicated airway centres were asked to test the database in a pilot phase. A 1st descriptive analysis of ESTS-AIR was performed. RESULTS: A total of 415 cases were included in the analysis. For adults, the most common indication for airway surgery was post-tracheostomy stenosis and idiopathic subglottic stenosis; in children, most resections/reconstructions had to be performed for post-intubation stenosis. Malignant indications required significantly longer resections [36.0 (21.4-50.6) mm] when compared to benign indications [26.6 (9.4-43.8) mm]. Length of hospital stay was 11.0 (4.1-17.3) days (adults) and 13.4 (7.6-19.6) days (children). Overall, the rates of complications were low with wound infections being reported as the most common morbidity. CONCLUSIONS: This evaluation of the 1st cases in the ESTS-AIR database allowed a large-scale analysis of the practice of airway surgery in dedicated European airway centres. It provides proof for the functionality of ESTS-AIR and sets the basis for rolling out the AIR subsection to all centres participating in the ESTS database.

Uniportal Video-Assisted Thoracoscopic Surgery Completion Lobectomy Long after Wedge Resection or Segmentectomy in the Same Lobe: A Bicenter Study.

BACKGROUND: Completion lobectomy (CL) following a prior resection in the same lobe may be complicated by severe pleural or hilar adhesions. The role of uniportal video-assisted thoracoscopic surgery (U-VATS) has never been evaluated in this setting. METHODS: Data were collected from two Italian centers. Between 2015 and 2022, 122 patients (60 men and 62 women, median age 67.7 ± 8.913) underwent U-VATS CL at least 4 weeks after previous lung surgery. RESULTS: Twenty-eight (22.9%) patients were affected by chronic obstructive pulmonary disease (COPD) and twenty-five (20.4%) were active smokers. Among the cohort, the initial surgery was performed using U-VATS in 103 (84.4%) patients, triportal-VATS in 8 (6.6%), and thoracotomy in 11 (9.0%). Anatomical segmentectomy was the initial surgery in 46 (37.7%) patients, while hilar lymphadenectomy was performed in 16 (13.1%) cases. CL was performed on 110 (90.2%) patients, segmentectomy on 10 (8.2%), and completion pneumonectomy on 2 (1.6%). Upon reoperation, moderate pleural adhesions were observed in 38 (31.1%) patients, with 2 (1.6%) exhibiting strong adhesions. Moderate hilar adhesions were found in 18 (14.8%) patients and strong adhesions in 11 (9.0%). The median operative time was 203.93 ± 74.4 min. In four (3.3%) patients, PA taping was performed. One patient experienced intraoperative bleeding that did not require conversion to thoracotomy. Conversion to thoracotomy was necessary in three (2.5%) patients. The median postoperative drainage stay and postoperative hospital stay were 5.67 ± 4.44 and 5.52 ± 2.66 days, respectively. Postoperative complications occurred in 34 (27.9%) patients. Thirty-day mortality was null. Histology was the only factor found to negatively influence intraoperative outcomes (p = 0.000). Factors identified as negatively impacting postoperative outcomes at univariate analyses were male sex (p = 0.003), age > 60 years (p = 0.003), COPD (p = 0.014), previous thoracotomy (p = 0.000), previous S2 segmentectomy (p = 0.001), previous S8 segmentectomy (p = 0.008), and interval between operations > 5 weeks (p= 0.005). In multivariate analysis, only COPD confirmed its role as an independent risk factor for postoperative complications (HR: 5.12, 95% CI (1.07-24.50), p = 0.04). CONCLUSIONS: U-VATS CL seems feasible and safe after wedge resection and anatomical segmentectomy.

Preoperative assessment of patients for lung cancer surgery.

PURPOSE OF REVIEW: The aim of this work was to present and analyze the latest published documents about the functional evaluation of patients undergoing lung resection and review articles from the past two years addressing the same topic. RECENT FINDINGS: In 2009 and 2010, two important task forces, appointed by international scientific societies, have published documents to guide the preoperative evaluation and risk stratification of lung resection candidates. In both documents, cardiac evaluation is prioritized. Detailed cardiologic guidelines have been proposed. After this first step, functional assessment should include a spirometric assessment, asystematic measurement of carbon monoxide diffusion capacity and a cardiopulmonary exercise test evaluation. Differences in the relative importance of these tests in the two guidelines were discussed. Most recent evidences focused on the role of cardiopulmonary exercise test and the use of several direct and indirect ergometric parameters that may refine risk assessment. SUMMARY: The use of evidence-based clinical guidelines on preoperative evaluation is recommendable. Nevertheless, scientific evidence is still suboptimal in this field. Aggregate analyses on larger series are needed to improve risk stratification.

Impact of enhanced pathway of care in uniportal video-assisted thoracoscopic surgery.

Enhanced Recovery After Surgery (E.R.A.S.) is a multimodal, evidence-based and patient-centered pathway designed to minimize surgical stress, enhancing recovery and improving perioperative outcomes. However, considering that the potential clinical implication of E.R.A.S. on patients undergoing video-assisted thoracic surgery (V.A.T.S.) has not properly defined, we proposed to implement our minimally invasive program with a specific clinical pathway able to enhance recovery after lung resection. Aim of this study was to assess the impact of this integrated program of Enhanced Pathway of Care (E.P.C.) in Uniportal V.A.T.S. patients undergoing lung resection, in terms of efficiency and safety. We conducted a retrospective, observational study enrolling patients undergoing uniportal V.A.T.S. resections from January 2015 to May 2020. Two groups were created: pre-E.P.C. and E.P.C. Propensity score matching analysis was performed to evaluate length of stay (LOS), postoperative cardiopulmonary complications (CPC) and readmission rate (READM). We analyzed 1167 patients (E.P.C. group: 182; pre-E.P.C. group: 985). E.P.C. group has a mean LOS shorter compared to pre-E.P.C. group (3.13 vs 4.19 days, p < 0.0001) without increasing on CPC (E.P.C. 12% vs pre-E.P.C. 11%, p = 0.74) and READM rate (E.P.C. 1.6% vs pre-E.P.C. 4.9%, p = 0.07). In particular, the LOS was shortened in the E.P.C. patients submitted to lobectomy, segmentectomy and wedge resection. Moreover, the three subgroups had similar CPC and READM rates for E.P.C. and control patients. In conclusion, this study demonstrated the benefits and safety of E.P.C. program showing a reduction of LOS for patients undergoing uniportal V.A.T.S. resection.

Use of porcine acellular dermal matrix to repair lung Hernia after minithoracotomy: A case report with 6-Year follow-up.

Lung hernia following minimally invasive cardiac surgery is rare with few reported cases in the literature. Surgical repair is debated, and several methods have been described including a variety of synthetic and biological materials. We report a case of a 36-year-old woman who developed lung hernia and a strong retraction of the pectoralis major muscle after minithoracotomy that was performed for mitral valve surgery. The herniated lung was reduced and the chest wall defect was repaired with a non-cross linked acellular dermal matrix (ADM) anchored to the thoracic wall. At a 6-year follow-up, she was asymptomatic and without recurrence of the hernia. Our experience suggests that ADMs are a safe and reliable surgical technique for lung hernia repair due to their biological and mechanical properties, even in those secondary hernias to minithoracotomy where a complete muscle coverage of the matrix could not be provided.

Peak oxygen consumption measured during the stair-climbing test in lung resection candidates.

BACKGROUND: The stair-climbing test is commonly used in the preoperative evaluation of lung resection candidates, but it is difficult to standardize and provides little physiologic information on the performance. OBJECTIVE: To verify the association between the altitude and the V(O2peak) measured during the stair-climbing test. METHODS: 109 consecutive candidates for lung resection performed a symptom-limited stair-climbing test with direct breath-by-breath measurement of V(O2peak) by a portable gas analyzer. Stepwise logistic regression and bootstrap analyses were used to verify the association of several perioperative variables with a V(O2peak) <15 ml/kg/min. Subsequently, multiple regression analysis was also performed to develop an equation to estimate V(O2peak) from stair-climbing parameters and other patient-related variables. RESULTS: 56% of patients climbing <14 m had a V(O2peak) <15 ml/kg/min, whereas 98% of those climbing >22 m had a V(O2peak) >15 ml/kg/min. The altitude reached at stair-climbing test resulted in the only significant predictor of a V(O2peak) <15 ml/kg/min after logistic regression analysis. Multiple regression analysis yielded an equation to estimate V(O2peak) factoring altitude (p < 0.0001), speed of ascent (p = 0.005) and body mass index (p = 0.0008). CONCLUSIONS: There was an association between altitude and V(O2peak) measured during the stair-climbing test. Most of the patients climbing more than 22 m are able to generate high values of V(O2peak) and can proceed to surgery without any additional tests. All others need to be referred for a formal cardiopulmonary exercise test. In addition, we were able to generate an equation to estimate V(O2peak), which could assist in streamlining the preoperative workup and could be used across different settings to standardize this test.

Databases in tracheal diseases.

During the last two decades surgery has considerably changed not only under the pressure of technological advances but also for the wide dissemination of a clinical practice based on the data driven approach. In fact, surgeons became increasingly used to analyze and to review their own result in order to optimize the subsequent clinical management with the aim of offering a better quality of care to their patients. Obviously, this virtuous process must be founded on reliable and comprehensive collections of clinical data. The detailed storage of information about patients, treatments and results is even more important for those categories of disease that are less common and where the standardization of practice is poor. Tracheal diseases submitted to surgical treatment are indeed rare and the description of different aspect of clinical practice is fragmented within the scientific literature. For this reason, the needs exist of a standardized and shared data repository with a multi-institutional and international connotation that could represent a benchmark for collecting data about tracheal diseases surgery and at the same time a valuable instrument for improving the quality of care in this field.

Uniportal video-assisted thoracoscopic left superior segmentectomy.

Obtaining adequate margins when performing lung cancer resection is crucially important. Therefore, during thoracoscopic segmentectomy, where the direct palpation of the tumor is not always possible, it is mandatory to accurately identify the intersegmental plane in order to achieve a satisfactory oncological and surgical result. In this video tutorial, we demonstrate a uniportal video-assisted thoracoscopic (VATS) superior segmentectomy of the left lower lobe, adopting two different techniques for identifying the intersegmental plane: the inflation-deflation method and selective resected segmental inflation, and we present the pros and cons of each. With the inflation/deflation technique, which is the most common maneuver used, we inflated the whole lung after occlusion of the target segmental bronchus, inducing collapse of the superior segment and inflation of the remaining lobe. However, this inexpensive and easy method often makes identification of the intersegmental plane unreliable because of the collateral ventilation. Moreover, because of the expansion of inflated segments, it limits thoracic working space during the VATS procedure. In contrast, selective resected segmental inflation guarantees an optimal surgical space even during a VATS procedure. In this case, we directly inflated the segmental bronchus of the superior segment through a butterfly needle in order to selectively expand only the selected segment. The careful demarcation of the intersegmental plane is mandatory in order to obtain adequate margins and achieve a high success rate for thoracoscopic segmentectomy. Although a one-size-fits-all method is not feasible, we strongly recommend  making every effort for identifying it as best as possible; indeed, its inadequate demarcation may be the main cause of unsatisfactory surgical and oncological results in terms of locoregional recurrence and long-term survival.

Uniportal video-assisted thoracoscopic thymectomy: the glove-port with carbon dioxide insufflation.

BACKGROUND: Since 2004, uniportal video-assisted thoracic surgery (VATS) approach was progressively widespread and also applied in the treatment of thymoma, with promising results. We report the first series of patients who undergone uniportal VATS thymectomy using a homemade glove-port with carbon dioxide (CO2) insufflation. The aim of this article is to analyze the safety and feasibility to perform an extended thymectomy (ET). METHODS: A prospective, single-centre, short-term observational study including patients with mediastinal tumours undergoing scheduled uniportal VATS resection using a glove-port with CO2. Operations were performed through a single incision of 3.5 cm at the fifth intercostal space, right or left anterior axillary line. A 5 mm-30° camera and working instruments were employed through a glove-port with CO2. RESULTS: Thirty-eight patients (20 men; mean age 61.6 years) underwent ET between September 2016 and October 2019. Thirteen patients had a history of Myasthenia Gravis (MG) with thymoma and 8 had incidental findings of thymoma. Additionally, 8 mediastinal cysts and 9 thymic hyperplasia were included. Mean diameter of the tumor was 5.1 cm (range, 1.6-14 cm) and mean operation time was 143 minutes. Mean postoperative drainage duration and hospital stay were 2.3 and 4.3 days, respectively. Mean blood loss was 41 mL. There was no occurrence of surgical morbidity or mortality. During the follow-up period (1-36 months), no recurrence was noted. CONCLUSIONS: Our results suggest that uniportal VATS thymectomy through glove-port and CO2 is safe and feasible procedure, even with large thymomas. Furthermore, the glove-port system represents a valid, cheap and widely available alternative to the commercial devices usually adopted in thoracic surgery.

Impact of fundoplication for gastroesophageal reflux in the outcome of benign tracheal stenosis.

OBJECTIVE: This study focuses on the impact of antireflux surgery in the outcome of tracheal stenosis. METHODS: We performed a retrospective study including patients with benign tracheal stenosis who underwent esophageal manometry and dual-probe 24-hour ambulatory esophageal pH study. Patients with an abnormal pH study were managed with laparoscopic modified Nissen fundoplication or medically (omeprazole 80 mg/d, orally). Patients with normal pH study results were observed. After a 24-month follow-up, the outcome was considered satisfactory if tracheal stenosis could be managed by resection and there was no need for further dilatation or definitive decannulation. The management groups were compared using propensity score matching. RESULTS: A total of 175 patients were included. Abnormal pH study results were found in 74 patients (42.3%), and 12.6% of patients had typical gastroesophageal reflux symptoms. Follow-up was completed in 124 patients (20 had fundoplication, 32 received omeprazole, and 72 were observed). After propensity score matching, the outcome of tracheal stenosis in the fundoplication group was similar to that of the observation group (odds ratio, 1; P = .99) and better than that of the omeprazole group (odds ratio, 5.31; P = .03). The observation (no gastroesophageal reflux) group had a better outcome of stenosis than those treated with omeprazole (odds ratio, 3.54; P = .02). CONCLUSIONS: The outcome of the airway stenosis was superior after laparoscopic fundoplication compared with medical treatment with omeprazole and was similar to the outcome of patients without gastroesophageal reflux. A prospective randomized trial is warranted.

Preoperative evaluation of lung cancer: predicting the impact of surgery on physiology and quality of life.

PURPOSE OF REVIEW: To summarize the best clinical evidence published in the last year and regarding the functional evaluation and the residual quality of life after lung resection in patients with lung cancer. RECENT FINDINGS: Recent evidences have shown that predicted postoperative forced expiratory volume in 1 s is not a reliable predictor of complications in patients with obstructive pulmonary disease and that carbon monoxide lung diffusion capacity predicts complications even in patients with normal forced expiratory volume in 1 s. Maximal stair-climbing test appears to discriminate better between complicated and noncomplicated patients compared with traditional split-lung function measures. Patients unable to climb 12 m have 2.5-fold and 13-fold higher complications and mortality rates compared with those able to climb 22 m. Quality of life has been shown to decrease in the first month but to return to preoperative values after 3 months in most of the patients after lung resection. SUMMARY: Carbon monoxide lung diffusion capacity and stair-climbing test should be performed routinely in all lung-resection candidates. In those with poor exercise tolerance in stair-climbing test or exercise oxygen desaturation, or candidates to pneumonectomy, the measurement of VO2max is recommended. Quality of life should always be assessed through specific instruments and not inferred by traditional functional tests.

Multicentric analysis of performance after major lung resections by using the European Society Objective Score (ESOS).

OBJECTIVE: Outcome endpoints are still the most widely used indicators of performance. However, they need to be risk-adjusted in order to be reliable instruments of audit. Recently, the European Society Objective Score (ESOS) was developed from the online European Thoracic Surgery Database as an audit tool. In this study, we applied for the first time the ESOS.01 to assess the performance of three European thoracic surgery units during three successive years of activity. METHODS: This study is a retrospective analysis performed on prospective databases. We analysed 695 patients submitted to pneumonectomy (117) or lobectomy (578) for lung neoplasm at three European dedicated thoracic surgery units (unit A 264 patients, unit B 262, unit C 169) from January 2004 through December 2006. Qualified thoracic surgeons performed all the operations. No patients in this series were in the original ESOS development set. ESOS.01 was used to estimate the risk of in-hospital mortality in all patients. Observed and predicted mortality rates were then compared within each unit by the z-test. RESULTS: Cumulative observed mortality rates in units A, B and C were 2.3% (six cases), 2.7% (seven cases) and 4.1% (seven cases), respectively. We were not able to find statistically significant differences between observed and ESOS-predicted mortality rates. The comparison of risk-adjusted mortality rates between units did not show significant differences (unit A 3.9%, unit B 3.3%, unit C 5.6%). CONCLUSIONS: The use of ESOS.01 revealed that the performances of all units were in line with the predicted ones during each period under analysis and did not differ between each other. The results of our study warrant future efforts to refine the ESOS model and to develop other risk-adjusted outcome indicators with the aim to establish European benchmarks of performance.

Oxygen desaturation during maximal stair-climbing test and postoperative complications after major lung resections.

OBJECTIVE: Non-univocal conclusions have been published regarding the definition of oxygen desaturation in relation to postoperative outcome. We aimed to verify whether oxygen desaturation during a maximal stair-climbing test was associated with postoperative cardiopulmonary complications and to assess which definition of oxygen desaturation (oxygen saturation <90% or desaturation >4% with respect to rest level) discriminated better between complicated and uncomplicated patients. METHODS: Five hundred and thirty-six patients performing a maximal stair-climbing test prior to major lung resection were analyzed. All patients performed the test on room air. Patients with and without cardiopulmonary complications were compared in terms of several preoperative and operative characteristics by univariate analysis, including the presence of oxygen desaturation at peak exercise (saturation <90% or desaturation >4%). Logistic regression analysis was then performed and validated by bootstrap procedure to identify predictors of complications and to see whether the exercise oxygen desaturation retained its significancy after multivariable adjustment. RESULTS: Twenty-seven patients had an exercise oxygen saturation below 90%, but this parameter was not significantly associated with complications. Seventy-five patients experienced an exercise desaturation greater than 4%, which was a significant result associated with postoperative complications at univariate analysis (p=0.008) (36% complication rate). After adjusting for age, ppoFEV1, ppoDLCO, type of operation, height reached at stair-climbing test and cardiac co-morbidity, a desaturation greater than 4% retained its significance at logistic regression and proved to be stable at bootstrap. CONCLUSIONS: A stair-climbing test is an intense constant workload exercise, challenging a large amount of muscle mass, and appears particularly appropriate to elicit oxygen desaturation, which in turn may be a reliable marker of deficits in the oxygen transport system. A desaturation >4% appears a better cut-off definition than a saturation level <90% in predicting the occurrence of complications. The risk of complications was approximately two-fold higher in patients with oxygen desaturation >4% at peak exercise.

Uniportal video-assisted thoracic surgery for diagnosis and treatment of intrathoracic conditions.

The effort to reduce the invasiveness of thoracic surgery is increasing in this specialty. In this context, preliminary evidence has shown that uniportal video-assisted thoracic surgery represents a valuable option to perform different diagnostic and curative procedures. This article addresses the topic of uniportal video-assisted thoracic surgery as the least invasive such approach that may be used to diagnose and treat several intrathoracic conditions.

An adaptation of the Hungarian model: the Brazilian model.

The Brazilian Society of Thoracic Surgery (BSTS) has the mission of improving patient care quality and thoracic surgery education. In order to achieve those goals, an overview of thoracic surgery activity in Brazil was necessary. BSTS had a clear need to start a national database. In 2015, BSTS joined European Society of Thoracic Surgeons (ESTS) Database platform. This partnership was a great choice not only for having a consolidated database, but also for allowing the development of shared educational and scientific projects. The strategy for BSTS database project was selecting committed group of surgeons, establishing implementation phases and setting milestones.