In recent years, the computer science represented by artificial intelligence and high-throughput sequencing technology represented by omics play a significant role in the medical field. This paper reviews the research progress of the application of artificial intelligence combined with omics data analysis in the diagnosis and treatment of non-small cell lung cancer (NSCLC), aiming to provide ideas for the development of a more effective artificial intelligence algorithm, and improve the diagnosis rate and prognosis of patients with early NSCLC through a non-invasive way.
ObjectiveTo explore the association of pretreatment hyponatremia with clinicopathological and prognostic characteristics of non-small cell lung cancer (NSCLC) patients. MethodsThe PubMed, EMbase, Web of Science, VIP, CNKI and WanFang databases were searched from the inception to July 12, 2021 for relevant literatures. The quality of included studies was assessed by the Newcastle-Ottawa Scale (NOS) score. The relative risk (RR) and hazard ratio (HR) with 95% confidence interval (CI) were combined to assess the relationship between pretreatment hyponatremia and clinicopathological and prognostic characteristics. The prognostic indicators included the overall survival (OS) and progression-free survival (PFS). All statistical analysis was conducted by the STATA 15.0 software. ResultsA total of 10 high-quality studies (NOS score≥6 points) involving 10 045 patients were enrolled and all participants were from Asian or European regions. The pooled results demonstrated that male [RR=1.18, 95%CI (1.02, 1.36), P=0.026], non-adenocarcinoma [RR=0.86, 95%CI (0.81, 0.91), P＜0.001] and TNM Ⅲ-Ⅳ stage [RR=1.17, 95%CI (1.12, 1.21), P＜0.001] patients were more likely to experience hyponatremia. Besides, pretreatment hyponatremia was significantly related to worse OS [HR=1.83, 95%CI (1.53, 2.19), P＜0.001] and PFS [HR=1.54, 95%CI (1.02, 2.34), P=0.040]. Pretreatment hyponatremia was a risk factor for poor prognosis of NSCLC patients. ConclusionMale, non-adenocarcinoma and advance stage NSCLC patients are more likely to experience hyponatremia. Meanwhile, the pretreatment sodium level can be applied as one of the prognostic evaluation indicators in NSCLC and patients with hyponatremia are more likely to have poor survival. However, more researches are still needed to verify above findings.
ObjectiveTo systematically review the efficacy and safety of crizotinib in the treatment of non-small cell lung cancer (NSCLC).MethodWe electronically searched databases including the Cochrane Library (Issue 5, 2017), PubMed, Embase, China Biology Medicine Database, China National Knowledge Internet Database, VIP Database and Wangfang Data from the establishment to May 2017. The randomized controlled trials (RCTs), non-RCTs, case series and case reports on crizotinib for NSCLC were included. Two reviewers independently screened literature according to the inclusion and exclusion criteria, extracted data, assessed the methodological quality of included studies, then make Meta-analysis and descriptive analysis.ResultA total of 15 studies were included, including 4 RCTs, 1 non-RCT, 4 case series and 6 case reports. The results indicated that the progression-free survival time of crizotinib group was 8 months, which was better than chemotherapy group (4.6 months). The results of Meta-analysis showed that the response rate in the crizotinib group was higher than that in the chemotherapy group [RR=2.35, 95%CI (1.59, 3.46), P<0.000 1]. The one year survival rate in the crizotinib group was 74.5%-78.6%. The incidences of adverse reactions including dysopsia, dysgeusia, diarrhea, vomiting, constipation, transaminase lifts, upper respiratory tract infection, edema and dizziness in the crizotinib group were higher than those in the chemotherapy group (P<0.05), while the incidences of adverse reactions including leukopenia, thrombocytopenia, alopecia and fatigue in crizotinib group were lower than those in the chemotherapy group (P<0.05). Subgroup analysis under precision treatment showed the progression-free survival time of anaplastic lymphoma kinase (ALK)-positive group was 8 months, and it was longer than ALK-negative group of 4 months.ConclusionsBased on current evidence, crizotinib is better than chemotherapy for NSCLC. Due to limited quality of the included studies, the above conclusion needs to be verifed by more high quality studies.
ObjectiveTo investigate the clinical effect of thoracoscopic lobectomy versus segmentectomy in the treatment of T1bN0M0 non-small cell lung cancer (NSCLC). MethodsClinical data of 181 patients with T1bN0M0 NSCLC admitted to our hospital from 2012 to 2015 were retrospectively analyzed. They were divided into a lobectomy group and a segmentectomy group according to surgical methods. There were 117 patients in the lobectomy group (46 males and 71 females aged 61.32±8.94 years) and 64 patients in the segmentectomy group (20 males and 44 females aged 58.55±12.57 years). Perioperative indicators and prognosis were compared between the two groups. ResultsThe segmentectomy group had longer operation time, less intraoperative blood loss, shorter postoperative hospital stay and more preservation of lung function compared with the lobectomy group (P<0.05). The lobectomy group had higher consolidation tumor ratio, bigger tumor diameter, and more lymph node sampling compared with the segmentectomy group (P<0.05). There was no statistical difference in 5-year overall survival or recurrence-free survival between the two groups (P<0.05). ConclusionFor patients with T1bN0M0 NSCLC, thoracoscopic segmentectomy and lobectomy have similar prognosis, but segmentectomy has advantages with less injury and faster recovery over lobectomy.
ObjectiveTo evaluate the efficacy of video-assisted thoracoscopic sleeve lobectomy in the treatment of central non-small cell lung cancer.MethodsThe clinical data of 105 patients with central non-small cell lung cancer who underwent sleeve lobectomy surgery in the Second Hospital of Shanxi Medical University and Shanxi Cancer Hospital from December 2014 to December 2019 were retrospectively analyzed, including 83 males and 22 females, with an average age of 57.4 (32.6-77.8) years and weight of 62.5 (52.4-79.1) kg. Thirty-five patients received video-assisted thoracoscopic sleeve lobectomy (a group A), and 70 patients received traditional thoracotomy sleeve lobectomy (a group B). The operation time, intraoperative blood loss, number of lymph node dissection, postoperative complication rate, early postoperative mortality, total thoracic drainage volume at 24 hours, time of indwelling chest tube after operation, pain score at 24 hours after operation, postoperative hospital stay, postoperative short-term (1 month, 6 months and 1 year) quality of life score and postoperative 3-year survival rate of two groups were compared.ResultsThere was statistical difference in the operation time (228.1±24.7 min vs. 175.0±23.7 min, P=0.02), postoperative complication rate (28.6% vs. 34.3%, P=0.04), postoperative pain score at 24 h (3.6±3.5 points vs. 5.9±2.0 points, P=0.03) and postoperative indwelling chest tube time (5.0±2.9 d vs. 8.4±2.1 d, P=0.04) between the two groups. There was no statistical difference in the intraoperative blood loss (182.5±36.9 mL vs. 189.8±27.5 mL, P=0.34), number of lymph node dissections (11.1±2.6 vs. 12.3±1.9, P=0.49), early postoperative mortality (2.9% vs. 4.3%, P=0.31), total thoracic drainage volume at 24 h after surgery (346.8±91.1 mL vs. 329.8±101.4 mL, P=0.27), postoperative hospital stay (7.9±4.2 d vs. 8.5±3.4 d, P=0.39) and 3-year postoperative survival rate (68.6% vs. 72.9%, P=0.82) between the two groups.ConclusionVideo-assisted thoracoscopic sleeve lobectomy for the treatment of central non-small cell lung cancer is safe and feasible. Compared with traditional thoracotomy for sleeve lobectomy, fewer postoperative complications occur, body recovers faster and the quality of life is higher within the postoperative 6 months. Besides, the 3-year survival rate can achieve similar oncological prognosis results.
Lung cancer is the malignancy with the highest incidence and mortality rate in China. In recent years, the popular use of low-dose computed tomography in the population has led to an increase in the detection rate of pulmonary nodules. The National Comprehensive Cancer Network (NCCN) updated and released the NCCN clinical practice guidelines in oncology for non-small cell lung cancer (version 2.2023) on February 17, 2023. This article will interpret the main updates of the new guideline and compare it with the domestic lung cancer treatment guidelines, providing new ideas for the diagnosis and treatment of lung cancer for Chinese clinicians.
Abstract: Objective To evaluate the significance of expression of vascular endothelial growth factor-C （VEGF-C） and cytokeratin 19 （CK19） in patients with stage I non-small cell lung cancer （NSCLC）. Methods A total of 269 patients with NSCLC who underwent standard lobectomy and lymph node dissection by the same surgical team in our hospital from January 2004 to June 2005 were included in this study. All the clinical data and follow-up results were complete, and all the pathological specimens were well kept. No preoperative or postoperative adjuvant therapy such as radiotherapy and chemotherapy was administered to those patients. Expressions of VEGF-C in cancer tissues was detected by immunohistochemical streptavidin-peroxidase （S-P） method, and CK19 was marked to examine micrometastasis in hilar and mediastinal lymph nodes. Clinical outcomes, pathological results and follow-up data were analyzed in combination with VEGF-C and CK19 expression. Results VEGF-C expression was not statistically different between different category in sex（Hc=1.722，P=0.084）, age （Hc=0.914，P=0.360）, smoking （Hc=2.440，P=0.295）, pathology type （Hc=5.668，P=0.058）or tumor size （Hc=0.165，P=0.920） . VEGF-C expression was statistically different between different groups of pathological differentiation （Hc=29.178，P=0.000). CK19 expression was not statistically different between different category in sex（χ2=0.000，P=0.999）, age （χ2=0.005，P=0.999）, smoking （χ2=2.294，P=0.317）, pathology type （χ2=0.573，P=0.289）, tumor size（χ2=0.006，P=0.999）, and pathological differentiation （χ2=2.927，P=0.231）. Five-year survival rate was statistically different between different grade of VEGF-C expression （χ2=37.318，P=0.000), and was also statistically different between positive group and negative group of CK19 （χ2=39.987，P=0.000). There was statistical difference between different grade of VEGF-C expression and positive rate of CK19 （χ2=25.954，P=0.000). Conclusion Expression of VEGF-C and CK19 is closely related to postoperative 5-year survival of patients with stage I NSCLC. Detection of VEGF-C and CK19 is of great clinical significance as it is helpful to predict patient prognosis and choose proper postoperative adjuvant therapy.
In recent years, many scholars have explored the clinical application value of a number of peripheral hematology indexes in tumor patients. The significant correlation of neutrophil to lymphocyte ratio and platelet to lymphocyte ratio with the prognosis in various tumors has also been confirmed. At present, more peripheral blood indexes have been gradually applied to the evaluation of the prognosis in patients with malignant tumors. Small cell lung cancer (SCLC) is a type of highly malignant tumor and most patients are in advanced stage at the time of diagnosis. The evaluation value of tumor stage for survival is extremely limited. Therefore, this review intends to explain the relationship between various peripheral hematology indexes and the prognosis of SCLC patients, so as to provide some academic evidence for the clinical assessment of the survival of SCLC patients and formulation of appropriate treatment strategy, which may contribute to the improvement of the prognosis.
Abstract： Objective To analyze the modes and rules of subcarinal lymph node metastasis in non-small cell lung cancer patients， and explore appropriate surgical dissection strategy of subcarinal lymph nodes for patients with non-small cell lung cancer. Methods The clinical data of 608 patients with non-small cell lung cancer who underwent lung resection and systematic lymph node dissection in Henan Cancer Hospital from September 2002 to October 2011 were analyzed retrospectively. There were 388 males and 220 females with an average age of 62.3 （45-78） years. There were 122 patients with left upper lobe tumor， 119 patients with left lower lobe tumor， 158 patients with right upper lobe tumor， 40 patients with right middle lobe tumor and 169 patients with right lower lobe tumor. Subcarinal lymph node metastasis was observed in 118 patients （19.4%）. There were 244 patients with squamous carcinoma， 285 patients with adenocarcinoma and 79 patients with other types of carcinoma. The relationship of subcarinal lymph node metastasis with tumor location， pathological types and clinicopathological characteristics were analyzed. Results There was statistical difference in subcarinal lymph node metastasis rate among different tumor locations （P=0.000）. Subcarinal lymph node metastasis rate was the highest ［45.8% （54/118）］ in patients with right lower lobe tumor. For patients with different pathological types， subcarinal lymph node metastasis rate was the highest ［55.9% （66/118）］ in patients with adenocarcinoma， and then squamous carcinoma （P=0.034）. Subcarinal lymph node metastasis rate increased with the increase in T staging， and patients with tumors located in the middle or lower lobe of the left or right lung had a significantly higher subcarinal lymph node metastasis rate than patients with upper lobe tumor. Conclusion Subcarinal lymph node metastasis rate are lower in patients with left or right upper lobe tumor， patients with squamous carcinoma whose clinical T staging is within cT 1 .
Objective To investigate the clinical factors and dosimetric parameters associated with grade≥2 radiation pneumonitis (RP) after thoracic radiotherapy in patients with locally advanced non-small cell lung cancer (NSCLC). Methods The clinical factors and dosimetric parameters in patients with locally advanced NSCLC who received thoracic radiotherapy at West China Hospital of Sichuan University between January 2016 and January 2018 were retrospectively analyzed. The potential factors associated with the occurrence of grade≥2 RP were analyzed with logistic regression analysis. Results A total of 104 patients were included, and the incidence rate of grade≥2 RP was 19.2%. Multivariate logistic regression analysis showed that the percentage of the heart volume that received more than 20 Gy (V20) [odds ratio (OR)=1.068, 95% confidence interval (CI) (1.004, 1.137), P=0.036], lung mean dose (Dmean) [OR=1.003, 95%CI (1.000, 1.006), P=0.031] and superior vena cava Dmean [OR=1.001, 95%CI (1.000, 1.001), P=0.041] were associated with grade≥2 RP. Receiver operating characteristic (ROC) curve analysis showed that the area under the ROC curve combined with heart V20, lung Dmean and superior vena cava Dmean to predict grade≥2 RP was 0.839 [95%CI (0.752, 0.926)]. In addition, the optimal critical values for heart V20, lung Dmean and superior vena cava Dmean to predict grade≥2 RP were 20%, 13 Gy and 38 Gy, respectively. Conclusions Heart V20, lung Dmean and superior vena cava Dmean are associated with grade≥2 RP after thoracic radiotherapy in patients with locally advanced NSCLC. In addition, taking heart V20<20%, lung Dmean<13 Gy and superior vena cava Dmean<38 Gy as normal organ dose limits may reduce the risk of grade≥2 RP after thoracic radiotherapy for locally advanced NSCLC patients.