Objective To explore the clinical value of artificial intelligence (AI) quantitative parameters of pulmonary ground-glass nodules (GGN) in predicting the degree of infiltration. Methods A retrospective analysis of 168 consecutive patients with 178 GGNs in our hospital from October 2019 to May 2021 was performed, including 43 males and 125 females, aged 21-78 (55.76±10.88) years. Different lesions of the same patient were analyzed as independent samples. Totally, 178 GGNs were divided into two groups, a non-invasive group (24 adenocarcinoma in situ and 77 minimally invasive adenocarcinoma), and an invasive group (77 invasive adenocarcinoma). We compared the difference of AI quantitative parameters between the two groups, and evaluated predictive valve by receiver operating characteristic curve and binary logistic regression model. Results (1) Except for the gender (P=0.115), the other parameters, such as maximal diameter [15.10 (11.50, 21.60) mm vs. 8.90 (7.65, 11.15) mm], minimum diameter [10.80 (8.85, 15.20) mm vs. 7.40 (6.10, 8.95) mm], proportion of consolidation/tumor ratio [13.58% (1.61%, 63.76%) vs. 0.00% (0.00%, 0.67%)], mean CT value [–347.00 (–492.00, –101.50) Hu vs. –598.00 (–657.50, –510.00) Hu], CT maximum value [40.00 (–40.00, 94.50) Hu vs. –218.00 (–347.00, –66.50) Hu], CT minimum value [–584.00 (–690.50, –350.00) Hu vs. –753.00 (–786.00, –700.00) Hu], danger rating (proportion of high-risk nodules, 92.2% vs. 66.3%), malignant probability [91.66% (85.62%, 94.92%) vs. 81.81% (59.98%, 90.29%)] and age (59.93±8.53 years vs. 52.04±12.10 years) were statistically significant between the invasive group and the non-invasive group (all P<0.001). (2) The highest predictive value of a single quantitative parameter was the maximal diameter (area under the curve=0.843), the lowest one was the risk classification (area under the curve=0.627), the combination of two among the three parameters (maximal diameter, mean CT value, and consolidation/tumor ratio) improved the predictive value entirely. (3) Logistic regression analysis showed that maximal diameter and mean CT value both were the independent risk factor for predicting invasive adenocarcinoma. (4) When the threshold of v was 1.775%, the diagnostic sensitivity of invasive adenocarcinoma was 0.753 and the specificity was 0.851. Conclusion AI quantitative parameters can effectively predict the degree of infiltration of GGNs and provide a reliable reference basis for clinicians.
Objective To investigate the indication of carina reconstruction surgery for locally advanced non-small cell lung cancer through analyzing the clinicopathological characteristics and prognosis of these patients.Methods Fifteen patients were involved in this retrospective analysis. One patient underwent carina resection and reconstruction, 6 patients underwent right pneumonectomy plus carina resection and reconstruction, 3 patients underwent right upper lobe and carina resection plus carina reconstruction, and 5 patients underwent left pneumonectomy plus carina resection and carina reconstruction. Kaplan-Meier method was used to calculate the survival rate, and Logrank test was used to compare the survival difference between groups. Results The mean duration time for operation was 410 min(261.3±81.6min). The number of resected mediastinal lymph nodes was 10.8±3.7. No perioperative death occurred. Two patients complicated with pneumonitis after surgery, both of them recovered through machine supported respiratory combined with antibiotics administering; 1 patient complicated with chylothorax and recovered through noninvasive procedure; 1 patient underwent thoracotomy exploration due to the persistant air leak and cured by suturing the air leaking lung tissue.The median survival time for whole group was 39 months, 3-year and 5-year survival rate were 52.5%，22.5%, respectively. The median survival time for the patients underwent right pneumonectomy was 12 months, compared 40 months with that of other patients. Conclusion Carina reconstruction is necessary for some patients with locally advanced nonsmall cell lung cancer with main bronchus or carina invasion, despite the sophisticated operation procedure and high morbidity rate. While the right pneumonectomy plus carinal reconstruction should be avoided due to the poor prognosis.
Objective To evaluate the value of 18 F-fluorodeoxyglucose ( 18 F-FDG) metabolism imaging in evaluating the response of patients with non-small cell lung cancer ( NSCLC) in stable diseaseafter chemotherapy. Methods 28 patients with NSCLC in stable disease after chemotherapy admitted between September 2010 to September 2012 were retrospectively investigated. The reduction ratio of targetto-nontarget ratio ( T/N) before and after chemotherapy was calculated. The patients were followed up 3 to 12 months to measure progression-free survival ( PFS) . The correlation between the reduction ratio of T/N and PFS was analyzed. The patients were divided into a reduction group and a non-reduction group according to the difference of the reduction ratio of T/N and was compared the difference of the PFS.Results The reduction ratio of T/N had positive correlation with PFS( Pearson r = 0. 668, P lt; 0. 01) . The PFS of the reduction group was longer than that in the non-reduction group ( 8. 0 ±2. 5 months vs. 5. 3 ±1. 2 months,P lt;0. 05) . Conclusions The reduction ratio of T/N is positively correlated with PFS in NSCLC patients in stable disease after chemotherapy. It is possible to evaluate the efficacy of the treatment according to the reduction ratio of T/N.
Treatment of Non-small Cell Lung Cancer by Single-direction Four-hole Complete Video-assisted Thoracoscopic Lobectomy HUANG Jia, ZHAO Xiao-jing, LIN Hao, TAN Qiang, DING Zheng-ping, LUO Qing-quan. (Shanghai Lung Tumor Clinical Medical Center, Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai 200030, P. R. China) Corresponding author：LUO Qing-quan, Email：luoqingquan@hotmail. com Abstract： Objective To explore the feasibility and safety of single-direction four-hole video-assisted thoracoscopic lobectomy in the treatment of non-small cell lung cancer (NSCLC). Methods Between January 2007 and December 2010, 428 patients with NSCLC were surgically treated by single-direction complete video-assisted thoracoscopic lobectomy in Shanghai Chest Hospital. There were 186 males and 242 females; aged 33 to 78 years. All the patients were diagnosed as primary NSCLC at early clinical stage. Among the 428 patients, 134 patients underwent right upper lobectomy, 48 patients underwent right middle lobectomy, 98 patients underwent right lower lobectomy, 4 patients underwent right middle and lower lobectomy, 72 patients underwent left upper lobectomy, and 72 patients underwent left lower lobectomy. All the 428 patients were divided into two groups according to their surgical approach：a three-hole group (300 patients) and a four-hole group (128 patients).The clinical results of the two groups were analyzed. Results A total of 412 patients underwent complete video-assisted thoracoscopic lobectomy, and 16 patients (3.7%) underwent conversion to open surgery. The average operation time was 132.1 (120-180) min, average length of incision was 3.7 (3-5) cm, and average blood loss was 150.0 (50-800) ml. There was no statistical difference in extubation time, intraoperative blood loss, and postoperative hospital stay between the two groups. But the operation time of the four-hole group is significantly shorter than that of the three-hole group （P＜0.05）. The 16 patients who underwent conversion to open surgery received intraoperative blood transfusion. Five patients died of severe pulmonary infection, pulmonary embolism, and acute cerebral infarction. Fifty two patients had squamous cancer, 340 patients had adenocarcinoma, 20 patients had adenosquamous carcinoma, 8 patients had poorly differentiated carcinoma, 6 patients had big cell lung cancer, and 2 patients had carcinoid. Postoperative persistent lung air leak occurred in 4 patients, thoracic empyema in 2 patients, pulmonary infection in 4 patients, arrhythmia in 26 patients, pulmonary embolism in 2 patients, chylothorax in 2 patients, and acute cerebral infarction in 2 patients. The overall 3-year survival rate was 83.6%（358/428）. Conclusion Single-direction four-hole complete video-assisted thoracoscopic lobectomy is feasible, safe and consistent with the operation standard in the surgical treatment for NSCLC patient. It is also helpful to reduce the operation time and facilitate lymph node dissection. Key words： Video-assisted thoracoscopic surgery； Lobectomy； Single-direction； Four-hole； Non-small cell lung cancer
ObjectiveTo investigate the changes in pulmonary function after video-assisted thoracic surgery (VATS) and robot-assisted thoracic surgery (RATS) segmentectomy.MethodsA total of 59 patients (30 males and 29 females) who underwent segmentectomy in the Affiliated Hospital of Qingdao University from July to October 2017 were included. There were 33 patients (18 males and 15 females) in the VATS group and 26 patients (12 males and 14 females) in the RATS group. Lung function tests were performed before surgery, 1 month, 6 months, and 12 months after surgery. Intra- and inter-group comparisons of lung function retention values were performed between the two groups of patients to analyze differences in lung function retention after VATS and RATS segmentectomy.ResultsThe forced expiratory volume in one second (FEV1) and forced vital capacity (FVC) in the VATS group and the RATS group were significantly lower than those before surgery (P<0.05), and they increased significantly within 6 months after surgery (P<0.05). The recovery was not obvious after 6 months (P>0.05), and they were still lower than those before surgery. In addition, the retentions of FEV1 and FVC in the VATS group and the RATS group were similar in 1 month, 6 months, and 12 months after operation with no statistical difference(P>0.05). ConclusionPulmonary function decreases significantly in 1 month after minimally invasive segmentectomy, and the recovery is obvious in 6 months after the operation, then the pulmonary function recovery gradually stabilizes 12 months after surgery. FEV1 of the patients in the two groups recovers to 93% and 94%, respectively. There is no statistical difference in pulmonary function retention after VATS and RATS segmentectomy.
ObjectiveTo systematically evaluate the clinical outcomes of minimally invasive lung segment resection (MILSR) and lobe resection (MILLR) for stageⅠA non-small cell lung cancer (NSCLC) to provide reference for clinical application. MethodsOnline databases including The Cochrane Library, PubMed, EMbase, Web of Science, SinoMed, CNKI, and Wanfang were searched from inception to January 21, 2023 by two researchers independently. The quality of the included literature was evaluated using the Newcastle-Ottawa Scale (NOS). The prognostic indicators included the overall survival (OS), disease-free survival (DFS) and recurrence-free survival (RFS). The meta-analysis was performed using STATA 14.0. ResultsA total of 13 studies with 1 853 patients were enrolled in the final study, with NOS scores ≥7 points. The results of meta-analysis showed that compared with the MILLR group, the blood loss was less [SMD=−0.36, 95%CI (−0.49, −0.23), P<0.001], postoperative drainage tube retention time [SMD=−0.34, 95%CI (−0.62, −0.05), P=0.019] and hospitalization time [SMD=−0.28, 95%CI (−0.40, −0.15), P<0.001] were shorter in the MILSR group. More lymph nodes [SMD=−0.65, 95%CI (−0.78, −0.53), P<0.001] and shorter operation time [SMD=0.20, 95%CI (0.07, 0.33), P=0.003] were found in the MILLR group. There were no statistical differences in the incidence of postoperative complications, postoperative recurrence rate, OS, DFS or RFS between the two groups. ConclusionAlthough the number of lymph nodes removed by MILSR is limited compared with MILLR, it does not affect the prognosis. MILSR has advantages in reducing intraoperative blood loss and shortening postoperative drainage tube retention time and hospital stay. For the surgical treatment of stageⅠA NSCLC, MILSR may be a more appropriate surgical approach.
Nowadays, the popularization of endoscopic technology makes a substantial increase in the diagnosis rate of esophageal multiple primary carcinoma. However, the multiple primary carcinoma combined with esophageal cancer, lung cancer and cardiac cancer is relatively rare. This paper reported a 64-year-old male with multiple primary cancer who received one-stage complex radical surgery, including radical resection of esophageal cancer, lung cancer and cardiac cancer. After the operation, the patient presented chylothorax and conservative treatment was ineffective. Then we preformed ligation of thoracic duct through single-portal thoracoscope. The patient recovered successfully after surgery and the follow-up results showed well.
Objective To observe the value of serum soluble receptor of advanced glycation endproducts (sRAGE) combined with lung function and high resolution lung CT (HRCT) in predicting the risk of chronic obstructive pulmonary disease (COPD) developing non-small cell lung cancer (NSCLC). Methods From January 2019 to June 2021, 140 patients with COPD combined with NSCLC, 137 patients with COPD, and 133 patients with NSCLC were enrolled in the study from the People's Hospital of Ningxia Hui Autonomous Region. General data, clinical symptoms, pulmonary function indexes and HRCT emphysema indexes (EI) were collected. Serum sRAGE levels of these patients were measured by enzyme linked immunosorbent assay. Clinical characteristics of patients with COPD complicated with NSCLC were analyzed. Serum sRAGE, lung function and lung HRCT were combined to evaluate the correlation between the degree of emphysema and the occurrence of NSCLC in COPD, and receiver operator characteristic (ROC) curve analysis was performed for diagnostic efficiency. Results Compared with NSCLC group, COPD combined with NSCLC group had higher proportion of male patients, higher proportion of elderly patients, higher smoking index, and higher proportion of squamous cell carcinoma (P<0.05). FEV1 and FEV1%pred in COPD combined with NSCLC group were significantly lower than those in COPD group and NSCLC group. The Goddard score and EI values of emphysema were significantly increased (P<0.05). Serum sRAGE was significantly lower than that of COPD group and NSCLC group (P<0.05). Serum sRAGE level was positively correlated with FEV1%pred (r=0.366, P<0.001) and FEV1/FVC (r=0.419, P<0.001), and negatively correlated with Goddard score (r=–0.710, P=0.001) and EI value (r=–0.515, P<0.001). Binary multi-factor logistic regression analysis showed that age, smoking index, EI, Goddard score, RV/TLC were positively correlated with the risk of COPD developing NSCLC, while FEV1%pred, FVC, FEV1/FVC and serum sRAGE were negatively correlated with the risk of COPD developing NSCLC. ROC curve results showed that the area under the curve (AUC) of single diagnosis of sRAGE was 0.990, and the optimal cut-off value of 391.98 pg/mL with sensitivity of 93.3% and specificity of 89.7%. The AUC of sRAGE combined with age, smoking index, EI, Goddard score, FEV1%pred, FVC, FEV1/FVC, RV/TLC was 1.000 with sensitivity of 96.7%, specificity of 96.6%, and Yoden index of 0.933. Conclusion The combination of serum sRAGE, lung function and HRCT emphysema score can improve prediction of NSCLC occurrence in COPD.
ObjectiveTo investigate the expression and biological function of centromere protein F (CENPF) in non-small cell lung cancer (NSCLC) and the association with prognosis.MethodsThrough retrieving and analyzing the bioinformatics data such as Oncomine database, Human Protein Atlas (HPA), Kaplan-Meier Plotter, STRING and DAVID database, the expression of CENPF in both normal tissues and cancer tissues of lung cancer patients was identified, and the protein interaction network analysis, functional annotation and pathway analysis of CENPF with its associated genes were carried out.ResultsCENPF was overexpressed in lung adenocarcinoma tissues, but not in normal tissues. The median overall survival (OS) of NSCLC patients with low expression of CENPF was significantly longer than that of patients with high expression of CENPF. Further sub-analysis showed that low expression group from lung adenocarcinoma patients had longer median disease-free survival and OS compared with high expression group patients. CENPF and its associated hub genes mainly affected the protein K11-linked ubiquitination in biological process, anaphase-promoting complex (APC) in cell composition, ATP binding in molecular function, and cell cycle in KEGG pathway.ConclusionCENPF is regulated in tumorigenesis and progression of NSCLC, and its protein expression level has the value of early diagnosis and prognosis evaluation in lung adenocarcinoma. It is suggested that CENPF gene can be a potential target for molecular targeted therapy of NSCLC.
Objectives To evaluate the efficacy of interferon (IFN) maintenance therapy in patients with small cell lung cancer (SCLC). Methods We searched MEDLINE (1966-Jan.2006), EMbase (1984-Jan.2006), The Cochrane Library(Issue 1, 2006)and the Chinese Biomedical Database (1980-Jan.2006). We checked the references in the reports of related studies and handsearched the education books of ASCO and ESMO meetings. The quality of the included trials was evaluated. Data were extracted by two reviewers independently into a specially designed extraction form. The Cochrane Collaboration’s RevMan 4.2.7 software was used for data analysis. Results Five randomized controlled trials involving 587 patients were included. The pooled result of the 5 studies showed that IFN plus chemotherapy induction treatment did not have a significant effect on 1-year (RR 1.19, 95%CI 0.88-1.6) or 2-year survival rate (RR 1.44, 95% CI 0.99-2.10). However, IFN maintenance therapy significantly increased 2-year (RR 2.08, 95%CI 1.16-3.72) and 1-year survival (RR 2.99, 95%CI 1.13-7.93). Conclusion IFN maintenance therapy may increase 2-year and 1-year survival rates after patients have achieved complete or partial response to chemotherapy. Further randomized, double-blind multi-center trials are needed to investigate this further.