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1.
Am J Case Rep ; 25: e944035, 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38954599

ABSTRACT

BACKGROUND Guillain-Barre syndrome (GBS) is a rare immune-mediated peripheral nerve disorder. Among non-infectious factors, surgery has been identified as a potential trigger of the disease. This report presents the case of a 74-year-old man who developed GBS 15 days after a right lower lobectomy for lung adenocarcinoma. CASE REPORT We present a case of a patient who was a former smoker who underwent uniportal video-assisted (U-VATS) right lower lobectomy for localized lung adenocarcinoma. Fifteen days after surgery, he exhibited bilateral lower-limb weakness, widespread paresthesia, and postural instability. Comprehensive diagnostic workup, including clinical assessment, serological tests, cerebrospinal fluid (CSF) analysis, and nerve conduction studies (NCS), confirmed the diagnosis. Notably, CSF analysis revealed albumin-cytological dissociation, with albumin 453.2 mg/L, protein 757 mg/L, glucose 67 mg/dl, 3 white blood cells (WBC)/uL, and polymorphonucleates (PMN) 33%. NCS demonstrated motor and sensory abnormalities. Prompt administration of intravenous immunoglobulins (IVIG) 2 g/kg daily for 5 days resulted in complete recovery within 3 months. CONCLUSIONS This case emphasizes the importance of prompt recognition and management of GBS as a postoperative complication. Neurological examination, neuroimaging, and electrophysiological studies are essential for accurate diagnosis. IVIG therapy remains a cornerstone in GBS management, with favorable outcomes observed in this case. Enhanced awareness among clinicians about the potential association between surgery and GBS is vital to prevent more serious complications and ensure optimal patient management. Further research is crucial to determine the precise pathogenesis and mechanisms of GBS following lung surgery.


Subject(s)
Adenocarcinoma of Lung , Guillain-Barre Syndrome , Lung Neoplasms , Humans , Guillain-Barre Syndrome/etiology , Guillain-Barre Syndrome/diagnosis , Male , Aged , Lung Neoplasms/surgery , Adenocarcinoma of Lung/diagnosis , Postoperative Complications/diagnosis , Postoperative Complications/etiology , Adenocarcinoma/surgery , Immunoglobulins, Intravenous/therapeutic use , Thoracic Surgery, Video-Assisted , Pneumonectomy/adverse effects
2.
Sci Rep ; 14(1): 15004, 2024 07 01.
Article in English | MEDLINE | ID: mdl-38951567

ABSTRACT

The tumor microenvironment (TME) plays a fundamental role in tumorigenesis, tumor progression, and anti-cancer immunity potential of emerging cancer therapeutics. Understanding inter-patient TME heterogeneity, however, remains a challenge to efficient drug development. This article applies recent advances in machine learning (ML) for survival analysis to a retrospective study of NSCLC patients who received definitive surgical resection and immune pathology following surgery. ML methods are compared for their effectiveness in identifying prognostic subtypes. Six survival models, including Cox regression and five survival machine learning methods, were calibrated and applied to predict survival for NSCLC patients based on PD-L1 expression, CD3 expression, and ten baseline patient characteristics. Prognostic subregions of the biomarker space are delineated for each method using synthetic patient data augmentation and compared between models for overall survival concordance. A total of 423 NSCLC patients (46% female; median age [inter quantile range]: 67 [60-73]) treated with definite surgical resection were included in the study. And 219 (52%) patients experienced events during the observation period consisting of a maximum follow-up of 10 years and median follow up 78 months. The random survival forest (RSF) achieved the highest predictive accuracy, with a C-index of 0.84. The resultant biomarker subtypes demonstrate that patients with high PD-L1 expression combined with low CD3 counts experience higher risk of death within five-years of surgical resection.


Subject(s)
Biomarkers, Tumor , Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Machine Learning , Tumor Microenvironment , Humans , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Non-Small-Cell Lung/surgery , Female , Male , Aged , Middle Aged , Lung Neoplasms/pathology , Lung Neoplasms/mortality , Lung Neoplasms/surgery , Prognosis , Retrospective Studies , Biomarkers, Tumor/metabolism , B7-H1 Antigen/metabolism , Survival Analysis
3.
Sci Rep ; 14(1): 15369, 2024 07 04.
Article in English | MEDLINE | ID: mdl-38965343

ABSTRACT

Accurate prediction of postoperative recurrence is important for optimizing the treatment strategies for non-small cell lung cancer (NSCLC). Previous studies identified the PD-L1 expression in NSCLC as a risk factor for postoperative recurrence. This study aimed to examine the contribution of PD-L1 expression to predicting postoperative recurrence using machine learning. The clinical data of 647 patients with NSCLC who underwent surgical resection were collected and stratified into training (80%), validation (10%), and testing (10%) datasets. Machine learning models were trained on the training data using clinical parameters including PD-L1 expression. The top-performing model was assessed on the test data using the SHAP analysis and partial dependence plots to quantify the contribution of the PD-L1 expression. Multivariate Cox proportional hazards model was used to validate the association between PD-L1 expression and postoperative recurrence. The random forest model demonstrated the highest predictive performance with the SHAP analysis, highlighting PD-L1 expression as an important feature, and the multivariate Cox analysis indicated a significant increase in the risk of postoperative recurrence with each increment in PD-L1 expression. These findings suggest that variations in PD-L1 expression may provide valuable information for clinical decision-making regarding lung cancer treatment strategies.


Subject(s)
B7-H1 Antigen , Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Neoplasm Recurrence, Local , Humans , Carcinoma, Non-Small-Cell Lung/surgery , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , B7-H1 Antigen/metabolism , B7-H1 Antigen/genetics , Lung Neoplasms/surgery , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Male , Female , Middle Aged , Aged , Risk Factors , Machine Learning , Biomarkers, Tumor/metabolism , Proportional Hazards Models , Postoperative Period , Prognosis
4.
Sci Rep ; 14(1): 15202, 2024 07 02.
Article in English | MEDLINE | ID: mdl-38956148

ABSTRACT

This study aimed to develop and internally validate a nomogram model for assessing the risk of intraoperative hypothermia in patients undergoing video-assisted thoracoscopic (VATS) lobectomy. This study is a retrospective study. A total of 530 patients who undergoing VATS lobectomy from January 2022 to December 2023 in a tertiary hospital in Wuhan were selected. Patients were divided into hypothermia group (n = 346) and non-hypothermia group (n = 184) according to whether hypothermia occurred during the operation. Lasso regression was used to screen the independent variables. Logistic regression was used to analyze the risk factors of hypothermia during operation, and a nomogram model was established. Bootstrap method was used to internally verify the nomogram model. Receiver operating characteristic (ROC) curve was used to evaluate the discrimination of the model. Calibration curve and Hosmer Lemeshow test were used to evaluate the accuracy of the model. Decision curve analysis (DCA) was used to evaluate the clinical utility of the model. Intraoperative hypothermia occurred in 346 of 530 patients undergoing VATS lobectomy (65.28%). Logistic regression analysis showed that age, serum total bilirubin, inhaled desflurane, anesthesia duration, intraoperative infusion volume, intraoperative blood loss and body mass index were risk factors for intraoperative hypothermia in patients undergoing VATS lobectomy (P < 0.05). The area under ROC curve was 0.757, 95% CI (0.714-0.799). The optimal cutoff value was 0.635, the sensitivity was 0.717, and the specificity was 0.658. These results suggested that the model was well discriminated. Calibration curve has shown that the actual values are generally in agreement with the predicted values. Hosmer-Lemeshow test showed that χ2 = 5.588, P = 0.693, indicating that the model has a good accuracy. The DCA results confirmed that the model had high clinical utility. The nomogram model constructed in this study showed good discrimination, accuracy and clinical utility in predicting patients with intraoperative hypothermia, which can provide reference for medical staff to screen high-risk of intraoperative hypothermia in patients undergoing VATS lobectomy.


Subject(s)
Hypothermia , Nomograms , Thoracic Surgery, Video-Assisted , Humans , Male , Female , Thoracic Surgery, Video-Assisted/methods , Middle Aged , Retrospective Studies , Hypothermia/etiology , Aged , Risk Factors , ROC Curve , Pneumonectomy , Intraoperative Complications/etiology , Lung Neoplasms/surgery , Adult , Logistic Models
5.
J Cardiothorac Surg ; 19(1): 413, 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38956613

ABSTRACT

OBJECTIVES: The burden of metastatic lymph node (LN) stations might reflect a distinct N subcategory with a more aggressive biology and behaviour than the traditional N classification. METHODS: Between 2008 and 2018, we analyzed 1236 patients with pN1/2 lung cancer. Survival was analyzed based on LN station metastasis, determining the optimal threshold for the number of metastatic LN stations that provided additional prognostic information. N prognostic subgrouping was performed using thresholds for the number of metastatic LN stations with the maximum chi-square log-rank value, and validated at each pT-stage. RESULTS: Survival showed stepwise statistical deterioration with an increase in the number of metastatic LN stations., Threshold values for the number of metastatic LN stations were determined and N prognostic subgroupswas created as sN-alpha; one LN station metastases (n = 632), sN-beta; two-three LN stations metastases (n = 505), and sN-gamma; ≥4 LN stations metastasis (n = 99). The 5-year survival rate was 57.7% for sN-alpha, 39.2% for sN-beta, and 12.7% for sN-gamma (chi-square log rank = 97.906, p < 0.001). A clear tendency of survival deterioration was observed from sN-alpha to sN-gamma in the same pT stage, except for pT4 stage. Multivariate analysis showed that age (p < 0.001), sex (p = 0.002), tumour histology (p < 0.001), IASLC-proposed N subclassification (p < 0.001), and sN prognostic subgroups (p < 0.001) were independent risk factors for survival. CONCLUSION: The burden of metastatic LN stations is an independent prognostic factor for survival in patients with lung cancer. It could provide additional prognostic information to the N classification.


Subject(s)
Lung Neoplasms , Lymph Nodes , Lymphatic Metastasis , Humans , Lung Neoplasms/surgery , Lung Neoplasms/pathology , Lung Neoplasms/mortality , Male , Female , Prognosis , Middle Aged , Aged , Lymph Nodes/pathology , Lymph Nodes/surgery , Retrospective Studies , Pneumonectomy , Neoplasm Staging , Survival Rate , Lymph Node Excision , Adult , Aged, 80 and over
6.
J Cardiothorac Surg ; 19(1): 412, 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38956617

ABSTRACT

BACKGROUND: This study evaluated the prevalence and quantity of lymph nodes at particular stations of the mediastinum in patients with lung cancer. These data are important to radiologists, pathologists, and thoracic surgeons because they can serve as a benchmark when assessing the completeness of lymph node dissection. However, relevant data in the literature are scarce. METHODS: Data regarding the number of lymph nodes derived from two randomised trials of bilateral mediastinal lymph node dissection, the BML-1 and BML-2 study, were included in this analysis. Detectable nodes at particular stations of the mediastinum and the number of nodes at these stations were analysed. RESULTS: The mean number of removed nodes was 28.67 (range, 4-88). Detectable lymph nodes were present at stations 2R, 4R, and 7 in 93%, 98%, and 99% of patients, respectively. Nodes were rarely present at stations 9 L (33%), and 3 (35%). The largest number of nodes was observed at stations 7 and 4R (mean, 5 nodes). CONCLUSION: The number of mediastinal lymph nodes in patients with lung cancer may be greater than that in healthy individuals. Lymph nodes were observed at stations 2R, 4R, and 7 in more than 90% of patients with lung cancer. The largest number of nodes was observed at stations 4R and 7. Detectable nodes were rarely observed at stations 3 and 9 L. TRIAL REGISTRATION: ISRCTN 86,637,908.


Subject(s)
Lung Neoplasms , Lymph Node Excision , Lymph Nodes , Mediastinum , Humans , Lung Neoplasms/surgery , Lung Neoplasms/pathology , Mediastinum/pathology , Lymph Node Excision/methods , Lymph Nodes/pathology , Lymph Nodes/surgery , Male , Female , Aged , Middle Aged , Lymphatic Metastasis , Prevalence
7.
Cas Lek Cesk ; 163(3): 94-97, 2024.
Article in English | MEDLINE | ID: mdl-38981732

ABSTRACT

Postoperative pneumonia is the most common complication in patients after lung resection for non-small cell lung cancer (NSCLC). The tolerable incidence of this complication ranges from 5 to 8 %. The aim of this study was to evaluate the influence of initial risk factors on the incidence of postoperative pneumonia in patients undergoing lung resection for NSCLC. A retrospective cohort study was conducted at the University Hospital Ostrava between January 1, 2016, and December 31, 2022. All adult patients who underwent pulmonary lobectomy for primary NSCLC during the study period were included in the study. A total of 350 patients were included in the study. The incidence of postoperative pneumonia was 10.9%. Analysis of baseline risk factors did not show a statistically significant association with the incidence of this complication. The only statistically significant finding was a longer hospital stay in patients with postoperative pneumonia. The risk of postoperative pneumonia in patients undergoing lung resection for non-small cell lung cancer cannot be clearly explained by the initial risk factors examined alone. The complex nature of this risk also requires a comprehensive approach to prevention, including both patient-centred measures and improved postoperative care.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Pneumonectomy , Pneumonia , Postoperative Complications , Humans , Carcinoma, Non-Small-Cell Lung/surgery , Lung Neoplasms/surgery , Risk Factors , Male , Postoperative Complications/etiology , Female , Pneumonia/etiology , Pneumonia/epidemiology , Aged , Retrospective Studies , Pneumonectomy/adverse effects , Middle Aged , Cohort Studies , Incidence , Length of Stay
8.
Article in English | MEDLINE | ID: mdl-38984560

ABSTRACT

Complete surgical resection has been the main treatment modality for pulmonary neoplasms without locoregional or distant spread of the disease. Sleeve resections were developed to minimize unnecessary loss of pulmonary parenchyma mainly in the case of centrally located tumours. Experience with sleeve resections and recent technological advancements made minimally invasive resection possible for selected patients. We present a case report of the totally thoracoscopic uniportal sleeve resection of the bronchus intermedius without any resection of pulmonary parenchyma. The operation was performed successfully, and the patient did not experience any postoperative complications. In this case report, we describe our surgical approach and short-term results.


Subject(s)
Lung Neoplasms , Thoracic Surgery, Video-Assisted , Humans , Thoracic Surgery, Video-Assisted/methods , Lung Neoplasms/surgery , Pneumonectomy/methods , Bronchi/surgery , Male , Middle Aged , Female
9.
BMJ Open ; 14(7): e087088, 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38960464

ABSTRACT

INTRODUCTION: Previous studies demonstrated that wedge resection is sufficient for ground glass-dominant lung adenocarcinoma (LUAD) with tumour diameter ≤2 cm, however, the optimal surgical type for ground glass-dominant LUAD with tumour diameter of 2-3 cm remains unclear. The purpose of this trial is to investigate the safety and efficacy of segmentectomy for ground glass-dominant invasive LUAD with tumour size of 2-3 cm. METHODS AND ANALYSIS: We initiated a phase III trial to investigate whether segmentectomy is suitable for ground glass-dominant invasive LUAD with tumour size of 2-3 cm. This trial plans to enrol 307 patients from multiple institutions including four general hospitals and two specialty cancer hospitals over a period of 5 years. The primary endpoint is 5 year disease-free survival. Secondary endpoints are lung function, 5 year overall survival, the site of tumour recurrence and metastasis, segmentectomy completion rate, radical segmentectomy (R0 resection) completion rate and surgery-related complications. ETHICS AND DISSEMINATION: This trial has been approved by the Ethics Committee of Fudan University Shanghai Cancer Centre (reference 2212267-18) and by the institutional review boards of each participating centre. Written informed consent is required from all participants. The study results will be published in a peer-reviewed international journal. TRIAL REGISTRATION NUMBER: NCT05717803.


Subject(s)
Lung Neoplasms , Pneumonectomy , Humans , Lung Neoplasms/surgery , Lung Neoplasms/pathology , Pneumonectomy/methods , Adenocarcinoma of Lung/surgery , Adenocarcinoma of Lung/pathology , Female , Male , Clinical Trials, Phase III as Topic , Disease-Free Survival , Multicenter Studies as Topic , Middle Aged , Adult , Neoplasm Recurrence, Local , China , Aged , Tumor Burden
10.
Radiol Cardiothorac Imaging ; 6(4): e230347, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38990133

ABSTRACT

Purpose To evaluate the preoperative risk factors in patients with pathologic IIIA N2 non-small cell lung cancer (NSCLC) who underwent upfront surgery and to evaluate the prognostic value of new N subcategories. Materials and Methods Patients with pathologic stage IIIA N2 NSCLC who underwent upfront surgery in a single tertiary center from January 2015 to April 2021 were retrospectively reviewed. Each patient's clinical N (cN) was assigned to one of six subcategories (cN0, cN1a, cN1b, cN2a1, cN2a2, and cN2b) based on recently proposed N descriptors. Cox regression analysis was used to identify the significant prognostic factors for recurrence-free survival (RFS) and overall survival (OS). Results A total of 366 patients (mean age ± SD, 62.0 years ± 10.1; 202 male patients [55%]) were analyzed. The recurrence rate was 55% (203 of 366 patients) over a median follow-up of 37.3 months. Multivariable analysis demonstrated that cN (hazard ratios [HRs] for cN1 and cN2b compared with cN0, 1.66 [95% CI: 1.11, 2.48] and 2.11 [95% CI: 1.32, 3.38], respectively) and maximum lymph node (LN) size at N1 station (≥12 mm; HR, 1.62 [95% CI: 1.15, 2.29]), in addition to clinical T category (HR, 1.51 [95% CI: 1.14, 1.99]), were independent prognostic factors for RFS. For OS, clinical N subcategories (cN1, cN2a2, and cN2b vs cN0; HRs, 1.91 [95% CI: 1.11, 3.27], 1.89 [95% CI: 1.13, 2.18], and 2.02 [95% CI: 1.07, 3.80], respectively) and LN size at N1 station (HR, 1.75 [95% CI: 1.12, 2.71]) were independent prognostic factors. For clinical N1, OS was further stratified according to LN size (log-rank test, P < .001). Conclusion Assessing the proposed N subcategories by reporting single versus multistation involvement of N2 disease and maximum size of metastatic LN, reflecting metastatic burden, at preoperative CT may offer useful prognostic information for planning optimal treatment strategies. Keywords: CT, Lung, Staging, Non-Small Cell Lung Cancer Supplemental material is available for this article. ©RSNA, 2024.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Neoplasm Staging , Humans , Male , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/surgery , Carcinoma, Non-Small-Cell Lung/mortality , Lung Neoplasms/pathology , Lung Neoplasms/surgery , Lung Neoplasms/mortality , Middle Aged , Female , Prognosis , Retrospective Studies , Lymph Nodes/pathology , Aged , Risk Factors , Lymphatic Metastasis/pathology
11.
Can J Surg ; 67(4): E279-E285, 2024.
Article in English | MEDLINE | ID: mdl-38964757

ABSTRACT

BACKGROUND: The effect of the COVID-19 pandemic on the diagnosis and management of lung cancer in Canada is not fully understood. We sought to quantify the provincial volume of diagnostic imaging, thoracic surgeon referrals, time to surgery after referral, and pathologic staging for curative surgery in the context of the pandemic, as well as explore the effect of a pooled patient model, which was implemented to prioritize surgeries for lung cancer and mitigate the effects of the pandemic. METHODS: We conducted a retrospective cohort study of patients who underwent diagnostic imaging in Nova Scotia and were subsequently referred to a thoracic surgeon at the province's only tertiary care centre for surgical management of their primary lung cancer before (Mar. 1, 2019, to Feb. 29, 2020) and during (Mar. 1, 2020, to Feb. 28, 2021) the COVID-19 pandemic. We conducted a survey to capture the patient and surgeon experience with a pooled patient model of managing surgical oncology cases. RESULTS: Compared with the pre-COVID-19 period, the overall volume of chest radiography and chest computed tomography decreased by 30.9% (p < 0.001) and 18.7% (p = 0.002), respectively, in the COVID-19 period. Thoracic surgeon referrals, operative approach, extent of resection, length of hospital stay, and pathologic staging did not significantly differ. Time from referral to surgery was significantly shorter during the COVID-19 period (mean 196.8 d v. 157.9 d, p = 0.04). A pooled patient approach contributed to positive patient satisfaction. CONCLUSION: The COVID-19 pandemic was associated with reductions in rates of diagnostic imaging and referrals to thoracic surgeons for management of pulmonary cancer. A pooled patient model was used to mitigate the effects of the pandemic on lung cancer management and was positively received by patients. An extended study period is needed to determine the full effect of this redistribution of resources.


Subject(s)
COVID-19 , Lung Neoplasms , Humans , COVID-19/epidemiology , Nova Scotia/epidemiology , Retrospective Studies , Lung Neoplasms/surgery , Lung Neoplasms/pathology , Time-to-Treatment/statistics & numerical data , Triage , Male , Female , Referral and Consultation/statistics & numerical data , Pandemics , Middle Aged , Aged , SARS-CoV-2
12.
Kyobu Geka ; 77(6): 475-478, 2024 Jun.
Article in Japanese | MEDLINE | ID: mdl-39009544

ABSTRACT

We report two rare cases of cardiac tamponade after left upper lobectomy. Case 1:A 76-year-old man underwent thoracoscopic left upper lobectomy and lymph node dissection for lung cancer. The patient suddenly developed cardiac tamponade the day after surgery. Emergency surgery was performed to stop bleeding and confirm the source of bleeding, and dark red pericardial fluid and hematoma were observed in the pericardial sac. There was no postoperative recurrence of cardiac tamponade. He died 1 year and 2 months after the operation. Case 2:A 77-year-old woman underwent thoracoscopic left upper lobectomy and lymph node dissection for lung cancer. The patient did well until the 6th postoperative day. On the 7th postoperative day, she complained of sudden severe back pain, immediately after which she lost consciousness and went into cardiopulmonary arrest. The echocardiography revealed cardiac tamponade, and emergency pericardiocentesis was performed. The patient died without circulatory improvement despite drainage of approximately 200 ml of bloody pericardial fluid. The pathological findings of autopsy revealed penetrating atherosclerotic ulcer at the descending aorta. We speculated that severe back pain caused the afterload of left ventricle and the increase in left atrial pressure through mitral regurgitation, which might result in a bleeding from the staple-line of superior pulmonary vein in the pericardium.


Subject(s)
Cardiac Tamponade , Lung Neoplasms , Pneumonectomy , Humans , Cardiac Tamponade/etiology , Cardiac Tamponade/surgery , Aged , Male , Female , Lung Neoplasms/surgery , Postoperative Complications , Fatal Outcome
13.
Kyobu Geka ; 77(7): 550-552, 2024 Jul.
Article in Japanese | MEDLINE | ID: mdl-39009553

ABSTRACT

A 67-year-old male was admitted to our hospital for the treatment of pyothorax due to bronchopleural fistula at right main bronchus after pneumonectomy for lung cancer( squamous cell carcinoma, pathological stageⅢB). After tube drainage and fenestration, we performed operation to close large diameter fistula, that was almost fully opened stump of the right main bronchus. Omental flap was sutured roughly to the fistula with four stiches and inserted into the bronchus lumen, and covered with latissimus dorsi muscle flap to fix omental pedicle flap and additionally performed thoracoplasty to close the residual space of the pleural cavity. Fistula at the stump became airtight after operation and pyothorax was cured, so our method was thought to be available to close large diameter bronchopleural fistula with omental pedicle flap.


Subject(s)
Bronchial Fistula , Pleural Diseases , Pneumonectomy , Surgical Flaps , Humans , Male , Aged , Pneumonectomy/methods , Bronchial Fistula/surgery , Bronchial Fistula/etiology , Pleural Diseases/surgery , Pleural Diseases/etiology , Lung Neoplasms/surgery , Omentum/transplantation , Omentum/surgery , Postoperative Complications/surgery , Bronchi/surgery , Carcinoma, Squamous Cell/surgery
14.
PLoS One ; 19(7): e0300442, 2024.
Article in English | MEDLINE | ID: mdl-38995927

ABSTRACT

PURPOSE: Radical surgery is the primary treatment for early-stage resectable lung cancer, yet recurrence after curative surgery is not uncommon. Identifying patients at high risk of recurrence using preoperative computed tomography (CT) images could enable more aggressive surgical approaches, shorter surveillance intervals, and intensified adjuvant treatments. This study aims to analyze lung cancer sites in CT images to predict potential recurrences in high-risk individuals. METHODS: We retrieved anonymized imaging and clinical data from an institutional database, focusing on patients who underwent curative pulmonary resections for non-small cell lung cancers. Our study used a deep learning model, the Mask Region-based Convolutional Neural Network (MRCNN), to predict cancer locations and assign recurrence classification scores. To find optimized trained weighted values in the model, we developed preprocessing python codes, adjusted dynamic learning rate, and modifying hyper parameter in the model. RESULTS: The model training completed; we performed classifications using the validation dataset. The results, including the confusion matrix, demonstrated performance metrics: bounding box (0.390), classification (0.034), mask (0.266), Region Proposal Network (RPN) bounding box (0.341), and RPN classification (0.054). The model successfully identified lung cancer recurrence sites, which were then accurately mapped onto chest CT images to highlight areas of primary concern. CONCLUSION: The trained model allows clinicians to focus on lung regions where cancer recurrence is more likely, acting as a significant aid in the detection and diagnosis of lung cancer. Serving as a clinical decision support system, it offers substantial support in managing lung cancer patients.


Subject(s)
Deep Learning , Lung Neoplasms , Neoplasm Recurrence, Local , Tomography, X-Ray Computed , Humans , Lung Neoplasms/surgery , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/pathology , Neoplasm Recurrence, Local/diagnostic imaging , Male , Carcinoma, Non-Small-Cell Lung/surgery , Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Carcinoma, Non-Small-Cell Lung/pathology , Female , Neural Networks, Computer , Aged , Middle Aged
15.
Cancer Imaging ; 24(1): 91, 2024 Jul 11.
Article in English | MEDLINE | ID: mdl-38992679

ABSTRACT

BACKGROUND: This study compared the survival outcomes after thermal ablation versus wedge resection in patients with stage I non-small cell lung cancer (NSCLC) ≤ 2 cm. METHODS: Data from the United States (US) National Cancer Institute Surveillance Epidemiology and End Results (SEER) database from 2004 to 2019 were retrospectively analyzed. Patients with stage I NSCLC and lesions ≤ 2 cm who received thermal ablation or wedge resection were included. Patients who received chemotherapy or radiotherapy were excluded. Propensity-score matching (PSM) was applied to balance the baseline characteristics between patients who underwent the two procedures. RESULTS: Univariate and Cox regression analyses were performed to determine the associations between study variables, overall survival (OS), and cancer-specific survival (CSS). After PSM, 328 patients remained for analysis. Multivariable Cox regression analysis revealed, compared to wedge resection, thermal ablation was significantly associated with a greater risk of poor OS (adjusted HR [aHR]: 1.34, 95% CI: 1.09-1.63, p = 0.004) but not CSS (aHR: 1.28, 95% CI: 0.96-1.71, p = 0.094). In stratified analyses, no significant differences were observed with respect to OS and CSS between the two procedures regardless of histology and grade. In patients with tumor size 1 to 2 cm, compared to wedge resection, thermal ablation was significantly associated with a higher risk of poor OS (aHR: 1.35, 95% CI: 1.10-1.66, p = 0.004). In contrast, no significant difference was found on OS and CSS between thermal ablation and wedge resection among those with tumor size < 1 cm. CONCLUSIONS: In patients with stage I NSCLC and tumor size < 1 cm, thermal ablation has similar OS and CSS with wedge resection.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Neoplasm Staging , SEER Program , Humans , Carcinoma, Non-Small-Cell Lung/surgery , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Non-Small-Cell Lung/pathology , Male , Female , Lung Neoplasms/surgery , Lung Neoplasms/mortality , Lung Neoplasms/pathology , United States/epidemiology , Aged , Retrospective Studies , Middle Aged , Pneumonectomy/methods , Pneumonectomy/mortality , Survival Rate
16.
Clin Respir J ; 18(7): e13807, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38994638

ABSTRACT

The gradually progressive solitary cystic-solid mass of chest CT scans is highly suggestive of lung cancer. We report a case of a 29-year-old woman with a persistent cystic-solid lesion in the right upper lobe. A chest CT scan showed a 35 mm × 44 mm × 51 mm focal cystic-solid mass in the anterior segment of the right upper lobe. The size of lesion had increased over 3 years, especially for the solid component. The right upper lobe pneumonectomy was performed. Postoperative pathological examination showed placental transmogrification of the lung, which is a rare cause of pulmonary cystic lesion.


Subject(s)
Pneumonectomy , Tomography, X-Ray Computed , Humans , Female , Adult , Tomography, X-Ray Computed/methods , Pneumonectomy/methods , Lung Neoplasms/pathology , Lung Neoplasms/surgery , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/diagnosis , Lung/diagnostic imaging , Lung/pathology , Lung/surgery , Diagnosis, Differential , Pregnancy , Lung Diseases/surgery , Lung Diseases/pathology , Lung Diseases/diagnostic imaging , Lung Diseases/diagnosis , Cysts/surgery , Cysts/pathology , Cysts/diagnostic imaging , Cysts/diagnosis , Choristoma/surgery , Choristoma/pathology , Choristoma/diagnosis , Choristoma/diagnostic imaging , Treatment Outcome , Placenta/pathology , Placenta/diagnostic imaging
17.
BMC Pulm Med ; 24(1): 333, 2024 Jul 10.
Article in English | MEDLINE | ID: mdl-38987733

ABSTRACT

BACKGROUND: The relationship between risk factors of common postoperative complications after pulmonary resection, such as air leakage, atelectasis, and arrhythmia, and patient characteristics, including nutritional status or perioperative factors, has not been sufficiently elucidated. METHODS: One thousand one hundred thirty-nine non-small cell lung cancer patients who underwent pulmonary resection were retrospectively analyzed for risk factors of common postoperative complications. RESULTS: In a multivariate analysis, male sex (P = 0.01), age ≥ 65 years (P < 0.01), coexistence of chronic obstructive pulmonary disease (COPD) (P < 0.01), upper lobe (P < 0.01), surgery time ≥ 155 min (P < 0.01), and presence of lymphatic invasion (P = 0.01) were significant factors for postoperative complication. Male sex (P < 0.01), age ≥ 65 years (P = 0.02), body mass index (BMI) < 21.68 (P < 0.01), coexistence of COPD (P = 0.02), and surgery time ≥ 155 min (P = 0.01) were significant factors for severe postoperative complication. Male sex (P = 0.01), BMI < 21.68 (P < 0.01), thoracoscopic surgery (P < 0.01), and surgery time ≥ 155 min (P < 0.01) were significant risk factors for postoperative air leakage. Coexistence of COPD (P = 0.01) and coexistence of asthma (P < 0.01) were significant risk factors for postoperative atelectasis. Prognostic nutrition index (PNI) < 45.52 (P < 0.01), lobectomy or extended resection more than lobectomy (P = 0.01), and surgery time ≥ 155 min (P < 0.01) were significant risk factors for postoperative arrhythmia. CONCLUSION: Low BMI, thoracoscopic surgery, and longer surgery time were significant risk factors for postoperative air leakage. Coexistence of COPD and coexistence of asthma were significant risk factors for postoperative atelectasis. PNI, surgery time, and surgical procedure were revealed as risk factors of postoperative arrhythmia. Patients with these factors should be monitored for postoperative complication. TRIAL REGISTRATION: The Institutional Review Board of Kanazawa Medical University approved the protocol of this retrospective study (approval number: I392), and written informed consent was obtained from all patients.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Pneumonectomy , Postoperative Complications , Humans , Male , Carcinoma, Non-Small-Cell Lung/surgery , Female , Risk Factors , Aged , Lung Neoplasms/surgery , Postoperative Complications/epidemiology , Postoperative Complications/etiology , Retrospective Studies , Middle Aged , Pneumonectomy/adverse effects , Pulmonary Disease, Chronic Obstructive/complications , Pulmonary Disease, Chronic Obstructive/epidemiology , Multivariate Analysis , Aged, 80 and over , Sex Factors , Body Mass Index , Operative Time
18.
BMC Pulm Med ; 24(1): 332, 2024 Jul 10.
Article in English | MEDLINE | ID: mdl-38987763

ABSTRACT

BACKGROUND: Real-world data regarding patient characteristics, adjuvant treatment patterns, and long-term survival outcomes are needed to better understand unmet needs among patients with completely resected early-stage non-small cell lung cancer (NSCLC). METHODS: Electronic medical records from the U.S.-based ConcertAI Patient360™ database were analyzed in patients with stage IB-IIIA NSCLC who underwent complete resection prior to March 1, 2016. Patients were followed until death or July 1, 2021. This study evaluated adjuvant chemotherapy use, and overall survival (OS) and real-world disease-free survival (rwDFS) outcomes using the Kaplan-Meier method. The correlation between OS and rwDFS was assessed using the Kendall rank test. Among patients who did not recur 5 years following surgery, landmark analyses of OS and rwDFS were conducted to understand the subsequent survival impact of remaining disease-free for at least 5 years. RESULTS: Data from 441 patients with completely resected stage IB-IIIA NSCLC were included. About 35% of patients received adjuvant chemotherapy post-resection. Median OS and rwDFS from resection were 83.1 months and 42.4 months, respectively. The 5-year OS and rwDFS rates were 65.7% and 42.1%, respectively. OS and rwDFS were positively correlated (Kendall rank correlation coefficient = 0.67; p < 0.0001). Among patients without recurrence within 5 years after resection, the subsequent 5-year OS and rwDFS survival rates were 52.9% and 36.6%, respectively. CONCLUSIONS: Use of adjuvant chemotherapy was low, and the overall 5-year OS rate remained low despite all patients having undergone complete resection. Patients who remained non-recurrent over time had favorable subsequent long-term survival.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Neoplasm Staging , Humans , Carcinoma, Non-Small-Cell Lung/surgery , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/surgery , Lung Neoplasms/mortality , Lung Neoplasms/pathology , Lung Neoplasms/therapy , Lung Neoplasms/drug therapy , Female , Male , Retrospective Studies , Aged , Middle Aged , Chemotherapy, Adjuvant , Disease-Free Survival , Pneumonectomy , Kaplan-Meier Estimate , Aged, 80 and over , United States/epidemiology , Adult
19.
J Cardiothorac Surg ; 19(1): 436, 2024 Jul 12.
Article in English | MEDLINE | ID: mdl-38997716

ABSTRACT

BACKGROUND: The treatment for bilateral synchronous multiple primary lung cancers (MPLC) remains challenging. Simultaneous bilateral video-assisted thoracic surgery (VATS) may be an optimal treatment with curative intent, but its safety and feasibility are controversial. METHODS: One hundred and fifty-eight patients who underwent simultaneous bilateral VATS (simultaneous group) and 79 who underwent two-staged bilateral VATS (two-staged group) were included in this study. Their medical records were retrospectively reviewed and analyzed. RESULTS: The majority of patients were female and non-smokers. The most common surgical plan was lobectomy and contralateral wedge resection in both groups. There was no significant difference in the postoperative complication rate between the simultaneous groups and two-staged group (13.3% vs. 11.4%, p = 0.73). Patients who underwent simultaneous bilateral resection had shorter hospital stays, shorter anesthesia time and less chest drainage compared with those who underwent two-staged resection. Advanced TNM stage, complicated surgical plan and aggressive lymph node resection were risk factors for postoperative complications in simultaneous bilateral VATS. Patients in two groups had similar overall survival and disease free survival (p = 0.2). CONCLUSIONS: Simultaneous bilateral VATS for bilateral lung nodule resection is as safe and feasible as two-staged bilateral VATS. Patients who underwent simultaneous bilateral resection had similar or even better outcomes compared to that of the two-staged group. Simultaneous bilateral VATS is potentially an optimal treatment option for patients with erarly cTNM stage and good physical condition.


Subject(s)
Feasibility Studies , Lung Neoplasms , Pneumonectomy , Thoracic Surgery, Video-Assisted , Humans , Thoracic Surgery, Video-Assisted/methods , Female , Male , Lung Neoplasms/surgery , Lung Neoplasms/pathology , Retrospective Studies , Middle Aged , Aged , Pneumonectomy/methods , Neoplasms, Multiple Primary/surgery , Postoperative Complications/epidemiology , Treatment Outcome
20.
Eur J Cardiothorac Surg ; 66(1)2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38960727

ABSTRACT

We report the case of a 5-year-old girl who underwent left pneumonectomy for Ewing sarcoma of the lung. Two expandable prostheses were placed in the left hemi-thorax to prevent post-pneumonectomy syndrome and to protect the heart from radiotherapy. With a follow-up of 10 years, the procedure proved to be effective both on post-pneumonectomy syndrome and on cardiac protection.


Subject(s)
Lung Neoplasms , Pneumonectomy , Sarcoma, Ewing , Humans , Sarcoma, Ewing/surgery , Female , Pneumonectomy/methods , Child, Preschool , Lung Neoplasms/surgery , Prosthesis Implantation/methods , Follow-Up Studies , Prostheses and Implants , Tomography, X-Ray Computed
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