Clinical Study of Artificial Intelligence-assisted Diagnosis System in Predicting the Invasive Subtypes of Early-stage Lung Adenocarcinoma Appearing as Pulmonary Nodules / 中国肺癌杂志

BACKGROUND@#Lung cancer is the cancer with the highest mortality at home and abroad at present. The detection of lung nodules is a key step to reducing the mortality of lung cancer. Artificial intelligence-assisted diagnosis system presents as the state of the art in the area of nodule detection, differentiation between benign and malignant and diagnosis of invasive subtypes, however, a validation with clinical data is necessary for further application. Therefore, the aim of this study is to evaluate the effectiveness of artificial intelligence-assisted diagnosis system in predicting the invasive subtypes of early‑stage lung adenocarcinoma appearing as pulmonary nodules.@*METHODS@#Clinical data of 223 patients with early-stage lung adenocarcinoma appearing as pulmonary nodules admitted to the Lanzhou University Second Hospital from January 1st, 2016 to December 31th, 2021 were retrospectively analyzed, which were divided into invasive adenocarcinoma group (n=170) and non-invasive adenocarcinoma group (n=53), and the non-invasive adenocarcinoma group was subdivided into minimally invasive adenocarcinoma group (n=31) and preinvasive lesions group (n=22). The malignant probability and imaging characteristics of each group were compared to analyze their predictive ability for the invasive subtypes of early-stage lung adenocarcinoma. The concordance between qualitative diagnostic results of artificial intelligence-assisted diagnosis of the invasive subtypes of early-stage lung adenocarcinoma and postoperative pathology was then analyzed.@*RESULTS@#In different invasive subtypes of early-stage lung adenocarcinoma, the mean CT value of pulmonary nodules (P<0.001), diameter (P<0.001), volume (P<0.001), malignant probability (P<0.001), pleural retraction sign (P<0.001), lobulation (P<0.001), spiculation (P<0.001) were significantly different. At the same time, it was also found that with the increased invasiveness of different invasive subtypes of early-stage lung adenocarcinoma, the proportion of dominant signs of each group gradually increased. On the issue of binary classification, the sensitivity, specificity, and area under the curve (AUC) values of the artificial intelligence-assisted diagnosis system for the qualitative diagnosis of invasive subtypes of early-stage lung adenocarcinoma were 81.76%, 92.45% and 0.871 respectively. On the issue of three classification, the accuracy, recall rate, F1 score, and AUC values of the artificial intelligence-assisted diagnosis system for the qualitative diagnosis of invasive subtypes of early-stage lung adenocarcinoma were 83.86%, 85.03%, 76.46% and 0.879 respectively.@*CONCLUSIONS@#Artificial intelligence-assisted diagnosis system could predict the invasive subtypes of early‑stage lung adenocarcinoma appearing as pulmonary nodules, and has a certain predictive value. With the optimization of algorithms and the improvement of data, it may provide guidance for individualized treatment of patients.

Efficacy of surgical management for esophageal squamous cell carcinoma in pathological stage T1b / 中国胸心血管外科临床杂志

@#Objective    To investigate the prognostic survival status and influence factors for surgical treatment of esophageal squamous cell carcinoma (ESCC) in pathological stage T1b (pT1b). Methods    The patients with ESCC in pT1b undergoing Ivor-Lewis or McKeown esophagectomy in Lanzhou University Second Hospital from 2012 to 2015 were collected, including 78 males (78.3%) and 17 females (21.7%) with an average age of 61.4±7.4 years. Results    The most common postoperative complications were pneumonia (15.8%), anastomotic leakage (12.6%) and arrhythmia (8.4%). Ninety-three (97.9%) patients underwent R0 resection, with an average number of lymph node dissections of 14.4±5.6. The rate of lymph node metastasis was 22.1%, and the incidence of lymph vessel invasion was 13.7%. The median follow-up time was 60.4 months, during which 25 patients died and 27 patients relapsed. The overall survival rate at 3 years was 86.3%, and at 5 years was 72.7%. Multivariate Cox regression analysis showed that lymph node metastasis (P=0.012, HR=2.60, 95%CI 1.23-5.50) and lympovascular invasion (P=0.014, HR=2.73, 95%CI 1.22-6.09) were independent risk factors for overall survival of pT1b ESCC. Conclusion    Esophagectomy via right chest approach combined with two-fields lymphadenectomy is safe and feasible for patients with pT1b ESCC. The progress of pT1b ESCC with lymph node metastasis or lymphovascular invasion is relatively poor.

Progresses in clinical treatment of multiple rib fractures and flail chest / 中国胸心血管外科临床杂志

@#The incidence of rib fracture in patients with chest trauma is about 70%. Simple rib fractures do not need special treatment. Multiple rib fractures and flail chest are critical cases of blunt trauma, which often cause serious clinical consequences and need to be treated cautiously. Nowadays, there is a controversy about the diagnosis and treatment of multiple rib fractures and flail chest. In the past, most of the patients were treated by non-operative treatment, and only less than 1% of the patients with flail chest underwent surgery. In recent years, studies have confirmed that surgical reduction and internal fixation can shorten the hospital stay, and reduce pain and cost for patients with flail chest, but there is still a lack of relevant clinical consensus and guidelines for diagnosis and treatment, which leads to great differences in clinical diagnosis and treatment plans. This article reviewed the treatment, surgical indications and surgical timing of multiple rib fractures and flail chest.

A retrospective study of the effect of postoperative adjuvant therapy on patients with locally advanced pT3N0M0 esophageal squamous cell carcinoma / 中国肿瘤临床

Objective:To evaluate the effect of postoperative adjuvant therapy on patients with locally advanced pathologic T3N0M0 (pT3N0M0)esophageal squamous cell carcinoma(ESCC).Methods:In this retrospective study,we evaluated patients who underwent esophagectomy at Lanzhou University Second Hospital.Patients were divided into 4 groups:surgery-alone(S),surgery+radiotherapy group(S+RT),surgery+chemotherapy(S+CT),and surgery+chemoradiotherapy(S+CRT)groups.Both the clinicopathologic informa-tion and the long-term follow-up results were analyzed.Results:From January 2010 to April 2014,a total of 177 patients with a medi-an age of 61 years(range 43-78),were enrolled into the study.Among them,79 received surgery alone;the remaining 98 patients re-ceived adjuvant therapy,of whom 28 patients received adjuvant radiotherapy,38 received adjuvant chemotherapy,and 32 received ad-juvant chemoradiotherapy.Overall survival and disease-free survival were better in Group S+Adjuvant than in Group S(P=0.012,P=0.007,respectively).Comparisons among the four groups showed that the overall survival was higher in Group S+CRT than in Group S (P=0.031).Group S+RT was associated with better overall survival and disease-free survival than Group S(P=0.038,P=0.011,respec-tively).Conclusions:Patients with pT3N0M0 ESCC could benefit from adjuvant radiotherapy and chemoradiotherapy,as radiotherapy could help achieve better locoregional control.

A Meta-analysis of video-assisted thoracic segmentectomy versus lobectomy for stageⅠ non-small cell lung cancer / 中国癌症杂志

Background and purpose:For stageⅠ non-small cell lung cancer (NSCLC), video-assisted thoracic segmentectomy is given much attention to by thoracic surgeon because of the less tissue damages. However, video-assisted thoracic lobectomy is still considered as the standard treatment in the world. Therefore, this study was to evaluate the clinical effect after video-assisted thoracic segmentectomy and lobectomy in patients with stageⅠ NSCLC in order to provide reference for clinical application.Methods:The comparative studies on video-assisted thoracic segmentectomy and lobectomy treating stage I NSCLC were retrieved from PubMed, Web of Science, EMBASE, the Cochrane Library, CNKI, CBM, VIP, and Wanfang Data. All data were acquired until July 2015. Literature screening according to data extraction and quality assessment was completed by two reviewers independently. Meta-analysis was conducted by RevMan 5.3 software which was offered by Cochrane network.Results:A total of 11 articles involving 1 677 patients were ifnally included. The results of meta-analysis indicated that: for stageⅠ NSCLC, compared with video-assisted thoracic lobectomy, the effect of video-assisted thoracic segmentectomy was alike in total mortality (OR=0.77, 95%CI: 0.48 to 1.21,P=0.25), 5-year mortality (OR=0.77, 95%CI: 0.52 to 1.14,P=0.19) and systemic complications (OR=0.76, 95%CI: 0.53 to 1.09,P=0.13), but could reduce blood loss [difference in means (MD)=-41.16, 95%CI: -59.46 to -22.86,P<0.000 1], chest tube duration (MD=-0.29, 95%CI: -0.49 to -0.09,P=0.005) and the length of hospital stay (MD=-0.74, 95%CI: -1.44 to -0.05,P=0.04).Conclusion:Compared with video-assisted thoracic lobectomy, video-assisted thoracic segmentectomy can signiifcantly reduce blood loss, chest tube duration and length of hospital stay. However, the two kinds of operation methods achieved the same effects on the total mortality, 5-year mortality and systemic complications. Thoracoscopic segmentectomy may be an alternative to thoracic lobectomy.

Clinical significance of mediastinoscope on superior vena cava syndrome followed by stenting / 中国综合临床

Objective To summarize the clinical experiences of video-mediastinoscopy followed by stenting procedure in treating the superior vena cava syndrome (SVCS),and to investigate their application significant.Methods Nine patients with SVCS without clear histologic diagnosis before procedure were reviewed retrospectively,who were admitted into hospital from November 2007 to October 2013.All of 9 patients were received video-mediastinoscopy and they did not performed pathological check.They were placed the endovascular stent.Results Video-mediastinoscopy followed by stenting procedure 6 cases,parasternal TN mediastinoscopy 2 cases,joint neck and parasternal TV mediastinoscopy 1 case.Nine cases have received a clear pathological diagnosis.There was no death case in-hospital.The operative complication was hemorrhage of 1 case.The cubital venous pressures were (18.6±5.1) cmH2O at stending,(13.5±3.3) cmH2O,(11.3±2.5) cmH2O,(10.3± 2.0) cmH2O at 24,48,72 h after stending,and down to the normal at 72 h (F =67.245,P ＜0.01).The clinical symptoms were obviously relieved.All of them were remained free from SVCS during the follow-up.Conclusion The hybrid procedure of video-mediastinoscopy followed by stenting placement is a highly effective and safe treatment.It can accurately provide informations on diagnosis and treatment.