Postoperative Pulmonary Venous Obstruction Research Articles

Congenital Pulmonary Lymphangiectasia Masked by Postoperative Pulmonary Venous Obstruction in an Infant with Total Anomalous Pulmonary Venous Connection.

Congenital pulmonary lymphangiectasia (CPL) is associated with fetal pulmonary venous obstructive physiology. The precise morbidity of CPL is unknown as CPL is generally fatal in neonates. Here, we report an infant with secondary CPL in total anomalous pulmonary venous connection (TAPVC). He developed severe pulmonary hypertension (PH) after corrective surgery for TAPVC. However, cardiac catheterization showed mild left pulmonary venous obstruction (PVO), which was deemed unnecessary for re-intervention. He died at 11 months-old due to an exacerbation of PH. Autopsy revealed medial hypertrophy of the pulmonary arteries, mild left PVO, and marked dilatation and proliferation of the pulmonary lymphatics which might have been involved in the PH, although CPL was not conclusively identified based on the previous biopsy findings. We should be aware of the possibility of CPL in addition to postoperative PVO when encountering patients with fetal pulmonary venous obstructive physiology. Furthermore, a cautious approach to the interpretation of lung biopsy results is warranted.

Home-inhaled nitric oxide in a child with pulmonary arterial hypertension associated with post-operative pulmonary venous obstruction.

Home-inhaled nitric oxide therapy was effective and feasible in the patients with intractable pulmonary arterial hypertension. We present the case of a child with severe pulmonary arterial hypertension associated with post-operative pulmonary venous obstruction who was treated with home-inhaled nitric oxide therapy.

Surgical repair of neonatal total anomalous pulmonary venous connection: A single institutional experience with 241 cases

ObjectiveChallenges persist in surgery for neonatal total anomalous pulmonary venous connection (neoTAPVC), with the high mortality risk not mitigated over time. MethodsA prospectively collected single-center database containing all neonates with TAPVC undergoing biventricular repair in 2012 to 2020 was retrospectively reviewed. The primary outcome was death or postoperative pulmonary venous obstruction (PPVO). Based on the preoperative admission location in our hospital, patients were classified into those being admitted to cardiac intensive care unit versus neonatal intensive care unit or general pediatric intensive care unit. Access to dedicated presurgical care (DPC) was defined as patients who were preoperatively admitted to the cardiac intensive care unit. ResultsOverall, 241 patients with a median age at surgery of 14 days (interquartile range [IQR], 9-21 days) were included. Anomalous return was supracardiac in 38.6%, cardiac in 26.1%, infracardiac in 28.6%, and mixed in 6.6%. Patients receiving DPC had better survival (96.3% vs 84.3%; P = .0028) and lower incidence of PPVO (15.2% vs 28.6%; P = .011) compared with those without DPC. Patients in the DPC group were less likely to undergo operation within 24 hours on presentation (27.1% vs 40.3%; P = .041), had improved lactate clearance (1.5 [IQR, 1.0-2.2] vs 2.8 [IQR, 1.8-4.1]; P < .001), and had lower incidence of postoperative pulmonary hypertension crisis (2.8% vs 18.7%; P < .001) compared with those in no-DPC group. After matching, no difference in PPVO could be observed in patients undergoing conventional versus sutureless repair (22.6% vs 12.9%; P = .29). ConclusionsAccess to DPC potentially improves outcomes in the neoTAPVC setting; freedom from PPVO were similar using conventional versus sutureless repair.

Anatomical attention-based prediction of postoperative pulmonary venous obstruction via CTA images.

Total anomalous pulmonary venous connection (TAPVC) is a rare congenital heart disease, with which some patients suffer from postoperative pulmonary venous obstruction (PPVO), requiring particular follow-up strategies and treatments. PPVO prediction has important clinical significance, while building a PPVO prediction model is challenging due to limited data and class imbalance distribution. Inspired by the anatomical evidence of PPVO, which is related to the structure of the left atrium (LA) and pulmonary vein (PV), we design an effective multi-task network for PPVO classification. The proposed method incorporates clinical priors and merits of the segmentation-based network into the classification task. The features learned from segmenting LA and PV are concatenated into the PPVO classification branch to constrain the learning of discriminative features. Anatomical-guided attention is applied in the aggregation of these features to restrict them focusing on TAPVC-related regions. To deal with the imbalance classification problem of PPVO, a novel classification loss derived by masked class activation map (MCAM) is designed to improve the classification performance. Computed tomography angiography (CTA) images of 146 patients diagnosed with supracardiac TAPVC in Shanghai Children's Medical Center and Guangdong Provincial People's Hospital were enrolled in this work. The comprehensive experiments demonstrate the effectiveness and generalization of our proposed method. The automatic PPVO prediction model shows the potential application in helping clinicians develop follow-up strategies, thereby improving the survival rate of TAPVC patients.

Supracardiac total anomalous pulmonary venous connection type Ib: Morphology and outcomes

BackgroundSupracardiac total anomalous pulmonary venous connection is the most common subtype of total anomalous pulmonary venous connection. We aimed to describe the morphological spectrum of supracardiac total anomalous pulmonary venous connection and to identify risk factors for death and postoperative pulmonary venous obstruction. MethodsFrom February 2009 to June 2019, 241 patients diagnosed with supracardiac-Ia (left-sided vertical vein, n = 185) or supracardiac-Ib (right-sided connection directly to superior vena cava, n = 56) total anomalous pulmonary venous connection underwent initial surgical repair at our institute. Cases with functionally univentricular circulations or atrial isomerism were excluded. Patients' postoperative survival was described by Kaplan–Meier curves. Cox proportional hazards models and competing risk regression models were used to identify clinical risk factors for death and postoperative pulmonary venous obstruction. ResultsThere were 8 early deaths and 4 late deaths. The overall survivals at 30 days, 1 year, and 10 years were 97.1%, 94.8%, and 94.8%, respectively, in the supracardiac-Ia group (2.7%, 5/185) (hazard ratio, 4.8; P = .003). Five patients required reoperation for pulmonary venous obstruction, including 2 patients who required reintervention for superior vena cava syndromes (all in the supracardiac-Ib group). One patient required superior vena cava balloon dilation for superior vena cava syndromes. Multivariable analysis showed that the supracardiac-Ib group (12.5%, 7/56) had a significantly higher mortality rate than the supracardiac-Ia group (adjusted hazard ratio, 8.5, P = .008). Surgical weight less than 2.5 kg (adjusted hazard ratio, 10.8, P = .023), longer duration of cardiopulmonary bypass (adjusted hazard ratio, 1.15 per 10 minutes, P = .012), and supracardiac-Ib subtype (adjusted hazard ratio, 4.7, P = .037) were independent risk factors associated with death. The supracardiac-Ib subtype (adjusted hazard ratio, 4.8, P = .003) was an incremental risk factor associated with postoperative pulmonary venous obstruction. ConclusionsMorphological features of supracardiac total anomalous pulmonary venous connection, especially the supracardiac-Ib subtype, were risk factors associated with postoperative pulmonary venous obstruction and survival. Patients with unique anatomic subtypes might require more individualized surgical planning.

Window anastomosis technique for repair of supracardiac total anomalous pulmonary venous connection in infants.

Outcomes of operations for total anomalous pulmonary venous connection (TAPVC) have improved. However, postoperative pulmonary venous obstruction remains the most significant complication with high morbidity and mortality. We introduce a window anastomosis technique for repair of supracardiac TAPVC in infants. The mainstay of the surgical technique is to resect the anterior wall of the pulmonary vein confluence and part of the posterior wall of the left atrium to form a large and undistorted "window to window" anastomosis.

Building a Risk Prediction Model for Postoperative Pulmonary Vein Obstruction via Quantitative Analysis of CTA Images.

Total anomalous pulmonary venous connection (TAPVC) is a rare but mortal congenital heart disease in children and can be repaired by surgical operations. However, some patients may suffer from pulmonary venous obstruction (PVO) after surgery with insufficient blood supply, necessitating special follow-up strategy and treatment. Therefore, it is a clinically important yet challenging problem to predict such patients before surgery. In this paper, we address this issue and propose a computational framework to determine the risk factors for postoperative PVO (PPVO) from computed tomography angiography (CTA) images and build the PPVO risk prediction model. From clinical experiences, such risk factors are likely from the left atrium (LA) and pulmonary vein (PV) of the patient. Thus, 3D models of LA and PV are first reconstructed from low-dose CTA images. Then, a feature pool is built by computing different morphological features from 3D models of LA and PV, and the coupling spatial features of LA and PV. Finally, four risk factors are identified from the feature pool using the machine learning techniques, followed by a risk prediction model. As a result, not only PPVO patients can be effectively predicted but also qualitative risk factors reported in the literature can now be quantified. Finally, the risk prediction model is evaluated on two independent clinical datasets from two hospitals. The model can achieve the AUC values of 0.88 and 0.87 respectively, demonstrating its effectiveness in risk prediction.

Risk factors for postoperative pulmonary venous obstruction after surgical repair of total anomalous pulmonary venous connection: a systemic review and meta-analysis

OBJECTIVESA meta-analysis was performed to investigate the risk factors for postoperative pulmonary venous obstruction (PVO) after surgical repair of total anomalous pulmonary venous connection (TAPVC).METHODSData bases including PubMed, Embase, Web of Science and Cochrane Library were searched systematically. The goal was to discuss the risk factors for postoperative PVO after TAPVC. Publications were screened by 2 authors independently for criteria inclusion, methodological quality assessment and data extraction. The Newcastle-Ottawa Scale and the Agency for Healthcare Research and Quality checklist were obtained to assess the quality of the studies. Data were pooled by the random effect model or the fixed effect model according to the heterogeneity test.RESULTSA total of 16 studies (2,385 participants) were included in the meta-analysis. All included studies were retrospective studies. Six potential risk factors were pooled, 5 of which were significantly associated with postoperative PVO. Patients with preoperative PVO were more likely to suffer from postoperative PVO [odds ratio (OR)=5.27, 95% confidence interval (CI) = (2.75, 10.11), P < 0.01]. Compared with a sutureless procedure, the conventional operative procedure was associated with postoperative PVO [OR = 1.80, 95% CI=(1.20, 2.71), P < 0.01]. A mixed type TAPVC plays a critical role in postoperative PVO [OR = 3.78, 95% CI=(1.08, 13.18), P = 0.04]. Inverse variance analysis showed that longer cardiopulmonary bypass time [hazard ratio (HR)=1.01, 95% CI=(1.01, 1.02), P < 0.00001] and aortic cross-clamp time [HR = 1.01, 95% CI=(1.01, 1.02), P < 0.01] were significantly associated with postoperative PVO. Heterotaxy [OR = 1.18, 95% CI = 0.13, 10.45, P = 0.88] was not statistically significant as a risk factor for postoperative PVO.CONCLUSIONSThis meta-analysis may provide a perspective on the risk factors for postoperative PVO after TAPVC, thus leading to more studies predicting postoperative PVO after TAPVC with our findings.

Prognosis and related risk factors analysis of total anomalous pulmonary venous connection correction

This study was performed to analyze the surgical outcomes of our center biventricular correction with total anomalous pulmonary venous connection (TAPVC) and to explore the risk factors associated with postoperative mortality and postoperative pulmonary venous obstruction (PVO). In total, 104 patients diagnosed with TAPVC and underwent biventricular correction from January 1, 2009 to December 31, 2021, in Beijing Children's Hospital Affiliated with Capital Medical University were included. The primary endpoints were early and late postoperative mortality and postoperative pulmonary vein obstruction. Multivariable analysis indicated that prolonged cardiopulmonary bypass (CPB) time was the only independent risk factor for early postoperative mortality. Emergency surgery, preoperative moderate, and severe pulmonary hypertension (PH), and prolonged CPB time were independent risk factors for postoperative PVO. According to ROC curve analysis, the cut-off value of CPB time for predicting early mortality was 148 min (AUC = 0.916, 95% CI 0.811-1.000). In the past 12 years, with surgical technique and perioperative management advancement, the prognosis of children treated with TAPVC biventricular correction in our center has generally improved. However, surgical repair remains challenging, and early mortality remains high in children with prolonged CPB time during surgery. Postoperative PVO often occurs in children who underwent emergency surgery, combined with moderate and severe PH and prolonged CPB time.

Sutureless Technique for Primary Total Anomalous Pulmonary Venous Connection Repair: An Updated Meta-Analysis.

BackgroundAn updated meta-analysis was performed to explore the clinical outcomes following the sutureless repair in patients with total anomalous pulmonary venous connection (TAPVC) and compare outcomes between the sutureless technique and conventional surgery.MethodsA systematic search of PubMed, Ovid-Embase, and Cochrane Library (CENTRAL) for relevant published studies that reported the clinical outcomes of the sutureless technique in children with TAPVC was performed in February 2022. The publication language was restricted to English.ResultsEleven studies were included involving 771 patients in total. Following the sutureless technique, the incidences of postoperative pulmonary venous obstruction (PVO) and reoperations due to PVO were 3.3% [95% confidence interval (CI), 1.3–5.3%] and 1.8% (95% CI, 0.3–3.3%), respectively. The early and late mortality rates were 3.2% (95% CI, 1.0–5.3%) and 2.5% (95% CI, 0.7–4.3%), respectively. Compared with conventional surgery, the sutureless technique significantly reduced the incidences of postoperative PVO [odds ratio (OR), 0.16; 95% CI, 0.08–0.33; P < 0.00001], reoperations due to PVO (OR, 0.25; 95% CI, 0.10–0.63; P = 0.003), and early mortality (OR, 0.40; 95% CI, 0.21–0.79; P = 0.008). However, no significant difference was found between conventional surgery and the sutureless technique concerning late mortality (OR, 0.63; 95% CI, 0.13–3.00; P = 0.58).ConclusionThe sutureless technique is superior to conventional surgery for the primary repair of TAPVC concerning postoperative PVO, reoperations due to PVO, and early mortality. However, the level of evidence is of low quality. Prospective cohort studies or randomized control trials (RCTs) should be performed to evaluate the effectiveness of sutureless techniques for primary TAPVC repair.

Clinical Nomogram for Predicting the Prognosis of Patients With Pulmonary Venous Obstruction After Total Anomalous Pulmonary Venous Connection Repair

BackgroundThe aim of this study was to establish a nomogram to quantify the risk of postoperative pulmonary venous obstruction (PVO) and to make a scientific decision through the decision curve.MethodsIn total, 151 PVO patients with total anomalous pulmonary venous connection (TAPVC) repair in our hospital from December 2008 to December 2015 were involved in this study. A nomogram was generated based on the contribution weights of variables, which were found out by logistic analysis. The optimal clinical decision point was determined by the decision analysis and clinical impact curve, which could assess the net benefit between the nomogram and each independent risk factor for postoperative PVO.ResultPulmonary venous obstruction with TAPVC repair was found to be positively and independently correlated with preoperative pulmonary hypertension, surgical methods, and preoperative pulmonary venous stenosis.Conclusion(s)The study introduced a novel model to aid in clinical decisions making for the patients with TAPVC individually, which may shed light on the evaluation of PVO risk.

Short-term results of sutureless closure for primary total anomalous pulmonary venous connection: seventeen cases

Total anomalous pulmonary venous connection (TAPVC) is a rare condition. Mortality of TAPVC has improved dramatically in the present. Sutureless closure had initially used for congenital pulmonary venous stenosis (PVS) or post-repair PVS. Recently, it had been adopted for primary TAPVC to prevent postoperative pulmonary venous obstruction, a leading cause of death. This technique had gradually applied at our institute for primary TAPVC since 2018. Prospective case series was conducted from mid-2019. Including criteria consists of patients with primary TAPVC. These are all supracardiac, infracardiac, mixed type and intracardiac TAPVC with pulmonary venous stenosis. Excluding measures are TAPVC with single ventricle, isomerism or heterotaxy. End-point outcomes were mortality and short-term PVS. Seventeen TAPVC cases were enrolled in this study from 06/2019-12/2020 at Children’s Hospital 1. Male/female ratio was 12/5. Median age at admission was 44 (3-1010) days old. The median operative weight was 3.9 kg (2.4-11). Of those, fourteen (82.4%) cases were supracardiac TAPVC and 3 (17.6%) cases were infracardiac TAPVC. Nine (52.9%) cases were emergency operations. Median aortic clamp time was 66 (32-138) mins. Median bypass time was 112 (86-212) mins. There were 9 (52.9%) cases with arrhythmias, 2 (11.8%) cases with chylothorax. Mean ventilation time was 3.6±0.5 days; mean CICU time was 6.5 (1-20), median LOS was 14.5 (8-39). In-hospital mortality was 5.9% (1). Mean follow-up time was 12.3±6.4 months (range 4-24), there was no PVS with median pulmonary venous score of 0 (range 0-1). Sutureless technique could be a safe option for primary TAPVC repair.

The Outcomes of Total Anomalous Pulmonary Venous Connection in Neonates-10-Year Experience at a Single Center.

Background: Recent developments in surgical techniques and hospital care have led to improved outcomes following repair of total anomalous pulmonary venous connection (TAPVC). However, surgical repair of neonatal TAPVC remains associated with a high risk of postoperative mortality and pulmonary venous obstruction (PVO). We conducted this retrospective study to identify risk factors associated with surgical outcomes in the neonatal population.Methods: A retrospective review was conducted for all 127 neonates who underwent operations for isolated TAPVC from January 2009 to January 2019.Results: Preoperative PVO occurred in 33 (26.0%) of the 127 patients. Fifty patients (39.4%) required tracheal intubation before the operation. Twenty-three patients (18.1%) underwent emergency surgery. There were 11 (8.7%) early deaths. Significant risk factors were prolonged cardiopulmonary bypass (CPB) time (p = 0.013) and increased postoperative central venous pressure (CVP, p = 0.036). There were 5 (4.3%) late deaths within 1 year of repair. The risk factors for overall death were preoperative acidosis (p = 0.001), prolonged CPB time (p < 0.001) and increased postoperative CVP (p = 0.007). In particular, mortality was significantly higher (p = 0.007) with a postoperative CVP > 8 mmHg. With an increase in use of sutureless techniques (p = 0.001) and decrease in deep hypothermic circulatory arrest (p = 0.009) over the past 5 years, postoperative mortality greatly decreased (21.2%: 6.7%, p = 0.016). Postoperative PVO occurred in 15 patients (11.8%). Risk factors were mixed TAPVC (p = 0.037), preoperative acidosis (p = 0.001) and prolonged CPB time (p = 0.006).Conclusion: Although postoperative mortality of neonatal TAPVC has dropped to 6.7% over the past 5 years, it is still relatively high. Risk factors for postoperative death include preoperative acidosis, prolonged CPB time and increased postoperative CVP. Mortality was significantly higher for neonates with an average CVP > 8 mmHg 24 h after surgery.

Multimodality imaging in delineation of complex sinus venosus defects and treatment outcomes over the last decade.

Diagnosis of sinus venosus defects, not infrequently associated with complex anomalous pulmonary venous drainage, may be delayed requiring multimodality imaging. Retrospective review of all patients from February 2008 to January 2019. Thirty-seven children were diagnosed at a median age of 4.2 years (range 0.5-15.5 years). In 32 of 37 (86%) patients, diagnosis was achieved on transthoracic echocardiography, but five patients (14%) had complex variants (four had high insertion of anomalous vein into the superior caval vein and three had multiple anomalous veins draining to different sites, two of whom had drainage of one vein into the high superior caval vein). In these five patients, the final diagnosis was achieved by multimodality imaging and intra-operative findings. The median age at surgery was 5.2 years (range 1.6-15.8 years). Thirty-one patients underwent double patch repair, four patients a Warden repair, and two patients a single-patch repair. Of the four Warden repairs, two patients had a high insertion of right-sided anomalous pulmonary vein into the superior caval vein, one patient had bilateral superior caval veins, and one patient had right lower pulmonary vein insertion into the right atrium/superior caval vein junction. There was no post-operative mortality, reoperation, residual shunt or pulmonary venous obstruction. One patient developed superior caval vein obstruction and one patient developed atrial flutter. Complementary cardiac imaging modalities improve diagnosis of complex sinus venosus defects associated with a wide variation in the pattern of anomalous pulmonary venous connection. Nonetheless, surgical treatment is associated with excellent outcomes.

Apex rotation as a risk factor for total anomalous pulmonary connection repair in single ventricle.

The high incidence of postoperative pulmonary venous obstruction (PVO) is a major mortality-associated concern in patients with right atrial isomerism and extracardiac total anomalous pulmonary venous connection (TAPVC). We evaluated new anatomical risk factors for reducing the space behind the heart after TAPVC repair. Eighteen patients who underwent TAPVC repair between 2014 and 2020 were enrolled. Sutureless technique was used in 12 patients and conventional repair in six patients. The angle between the line perpendicular to the vertebral body and that from the vertebral body to the apex was defined as the "vertebral-apex angle (V-A angle)." The ratio of postoperative and preoperative angles, indicating the apex's lateral rotation, was compared between patients with and without PVO. The median (interquartile range) age and body weight at repair were 102 (79-176) days and 3.8 (2.6-4.8) kg, respectively. The 1-year survival rate was 83% (median follow-up, 29 [11-36] months). PVO occurred in seven patients (39%), who showed an obstruction of one or two branches in the apex side. The postoperative V-A angle (46° [45°-50°] vs. 36° [29°-38°], p = 0.001) and the ratio of postoperative and preoperative V-A angles (1.27 [1.24-1.42] vs. 1.03 [0.98-1.07], p = 0.001) were significantly higher in the PVO group than in the non-PVO group. The cut-off values of the postoperative V-A angle and ratio were 41° and 1.17, respectively. A postoperative rotation of the heart apex into the ipsilateral thorax was a risk factor for branch PVO after TAPVC repair.

Outcomes of Surgical Repair of Total Anomalous Pulmonary Venous Drainage: Role of Primary Sutureless Technique.

To evaluate the surgical outcomes of total anomalous pulmonary venous drainage focusing on survival, postoperative and pulmonary venous obstruction. Further investigate the role of primary sutureless technique in patients with preoperative pulmonary venous obstruction. Consecutive patients underwent total anomalous pulmonary venous drainage repair in our institution during Jan 2000 to Dec 2019 were enrolled into this retrospective analysis. Since 2016, sutureless repair was regularly applied in patients with preoperative pulmonary venous obstruction. All patients with preoperative pulmonary venous obstruction referred before 2016 had underwent traditional repair. A total of 95 patients were included. During follow-up time of 85months, main endpoints were documented in 21 patients, including 9 (9.5%) early deaths, 3 (2.3%) late deaths and 9 (9.5%) postoperative pulmonary venous obstructions. Preoperative pulmonary venous obstruction was presented in 26 (27.4%) patients with more emergent surgery (14/26 vs 3/69, P < 0.001) was required. Main endpoints occurred more in patients with preoperative pulmonary venous obstruction (4/26 vs 5/69, P = 0.004). Patients experienced sutureless technique had a lower incidence of postoperative PVO at follow-up (0/11 versus 4/11, P = 0.045). Outcomes of surgical repair for total anomalous venous drainage are satisfactory. However, preoperative pulmonary venous obstruction may be accompanying unfavorable early deaths and postoperative pulmonary venous obstruction. Propensity matching analysis showed that sutureless technique was benefit for postoperative pulmonary venous obstruction without longer cardiopulmonary bypass and aortic cross-clamp time.

Outcomes of total anomalous pulmonary venous drainage and predictors of mortality—Tertiary center experience

BackgroundTotal anomalous pulmonary venous drainage (TAPVD) is a rare congenital anomaly associated with a high mortality rate, especially when associated with complex congenital heart disease (CHD). ObjectivesTo present the experience in managing TAPVD patients, along with mid to long-term outcomes. MethodsThis is a retrospective study, conducted between 2011 to 2020, aiming to document outcomes and identify predictors for mortality. ResultsA total of forty-nine patients were included. The mean follow-up time, median gestational age, weight and age at operation were 4.6 years (± 2.3 years), 38 weeks (32-42 weeks), 3.2 kilograms (1.8-50 kg) and 17 days (0-8395 days), respectively. Thirty-four patients had isolated disease while 15 patients had complex TAPVD (10 univentricular). Pre- and postoperative pulmonary venous obstruction (PVO) were documented at 24.5% and 21%, respectively. The mortality rate was at 16% and highly associated with the complex group (p = 0.000). Multivariate analysis revealed univentricular physiology (SV), cardiopulmonary bypass time, rectal temperature and open chest as the only independent risk factors for early mortality. ConclusionOutcomes were excellent in patients with the isolated type, but mortality remained high within the complex group, except for a subset of patients with unobstructed, cardiac-type TAPVD associated with Heterotaxy and SV physiology. Death continues to be associated with previously identified risk factors along with operative rectal temperatures and a postoperative open chest. PVO was not identified as a risk factor for death, except in univariate analysis, with good outcomes following secondary repair to relieve the obstruction. Overall survival beyond hospital discharge offers excellent outcomse.

A machine learning-based pulmonary venous obstruction prediction model using clinical data and CT image.

In this study, we try to consider the most common type of total anomalous pulmonary venous connection and established a machine learning-based prediction model for postoperative pulmonary venous obstruction by using clinical data and CT images jointly. Patients diagnosed with supracardiac TPAVC from January 1, 2009, to December 31, 2018, in Guangdong Province People's Hospital were enrolled. Logistic regression were applied for clinical data features selection, while a convolutional neural network was used to extract CT images features. The prediction model was established by integrating the above two kinds of features for PVO prediction. And the proposed methods were evaluated using fourfold cross-validation. Finally, 131 patients were enrolled in our study. Results show that compared with traditional approaches, the machine learning-based joint method using clinical data and CT image achieved the highest average AUC score of 0.943. In addition, the joint method also achieved a higher sensitivity of 0.828 and a higher positive prediction value of 0.864. Using clinical data and CT images jointly can improve the performance significantly compared with other methods that using only clinical data or CT images. The proposed machine learning-based joint method demonstrates the practicability of fully using multi-modality clinical data.

Primary sutureless repair for infracardiac total anomalous pulmonary venous connection.

This study aimed to review surgical experiences in patients with infracardiac total anomalous pulmonary venous connection (TAPVC). This retrospective study included 63 infants who underwent conventional repair (n = 27) and sutureless repair (n = 36) from 1 February 2009 to 31 June 2019. Kaplan-Meier curves and Cox regressions were applied to analyse the overall survival and risk factors. Cumulative incidence curves and competing risk models were used to evaluate postoperative pulmonary venous obstruction (PVO). There were 4 hospital deaths and 2 late deaths, and 8 patients experienced postoperative PVO. The survival rates at 30 days, 1 year and 5 years were 95.2%, 90.5% and 90.5%, respectively. The overall survival rate was significantly higher in the sutureless group than that in the conventional group. The cumulative incidence of postoperative PVO in the conventional group was higher than that in the sutureless group. Univariable Cox regression analyses showed that lower surgical weight, increase in preoperative international normalized ratio, prolonged cardiopulmonary bypass time and aortic cross-clamp time and longer duration of postoperative ventilation were associated with higher mortality. Longer cardiopulmonary bypass time, lower preoperative prothrombin activity and the increasing preoperative international normalized ratio before surgical repair were associated with a higher incidence of postoperative PVO. Both sutureless and conventional repairs for patients with infracardiac TAPVC achieved favourable postoperative outcomes. There was no death in the sutureless repair group. Compared to conventional repair, sutureless repair was associated with lower mortality and lower incidence of restenosis in pulmonary veins and anastomosis.

Repair of a mixed form of supracardiac total anomalous pulmonary venous connection.

Total anomalous pulmonary venous connection is a rare congenital heart defect. We report an infant with a mixed form of supracardiac TAPVC, in whom all pulmonary veins, except the right upper, entered a pulmonary venous confluence that is connected to a vertical vein and drained into the superior vena caval-right atrial junction. Several segmental right upper pulmonary veins entered the superior vena cava, superior to the entry of the vertical vein. Surgical repair consisted of the Warden procedure combined with direct anastomosis of the vertical vein to the left atrium. Separate pulmonary venous drainage pathways decreased the risk of post-operative pulmonary venous obstruction. Our patient had an uneventful post-operative course and encouraging 2-month follow-up echocardiography. Careful follow-up is warranted to detect post-operative complications, including obstruction of the pulmonary venous and cavoatrial anastomoses.