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.
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.
Objective To assess the prevalence of malnutrition in patients with advanced non-small cell lung cancer (NSCLC) using the Global Leadership Initiative on Malnutrition (GLIM) criteria, analyze its associated factors, and explore the adverse effects of malnutrition on advanced NSCLC patients in multiple aspects. Methods Patients with NSCLC who were hospitalized for the first time in the Department of Oncology, Shangjin Hospital, West China Hospital, Sichuan University between January and December 2021 were retrospectively selected as the study objects. Malnutrition assessment was carried out in all patients according to GLIM criteria, and the current situation and related factors of malnutrition were analyzed. The Barthel index scale was used to compare the daily activity ability between the malnourished group and the non-malnourished group, the Quality-of-Life Questionnaire-Core 30 scale was used to compare the quality of life between the two groups, and the adverse reactions of the two groups were compared by the hospital information system course records. Results According to GLIM diagnostic criteria, 134 of 285 patients (47.0%) were diagnosed with malnutrition. The results of binary multiple logistic regression analysis showed that age [60-69 vs. <60 years old: odds ratio (OR)=2.323, 95% confidence interval (CI) (1.277, 4.397); ≥70 vs. <60 years old: OR=10.816, 95%CI (4.185, 27.959)], previous medical history [OR=2.740, 95%CI (1.313, 5.717)], and albumin level [OR=0.905, 95%CI (0.848, 0.965)] were associated with malnutrition in patients with advanced NSCLC (P<0.05). The daily activity ability and quality of life in the malnourished group were significantly worse than those in the non-malnourished group (87.57±12.48 vs. 91.82±6.77, P<0.05; 76.22±11.52 vs. 83.96±9.75, P<0.05), and the incidence of adverse reactions in the malnourished group was higher than that of the non-malnourished group (50.7% vs. 31.8%, P<0.05). Conclusions The prevalence of malnutrition in patients with advanced NSCLC is high, and advanced age, previous medical history and albumin are related factors of malnutrition in patients with advanced NSCLC. Combined malnutrition may have adverse effects on mobility, quality of life and adverse effects of anti-tumor therapy in advanced NSCLC patients.
Objective To investigate the perioperative differences between video-assisted thoracoscopic surgery (VATS) and thoracotomy after neoadjuvant therapy in patients with non-small cell lung cancer (NSCLC). Methods Clinical data of NSCLC patients who underwent VATS or thoracotomy after neoadjuvant therapy at Shanghai Pulmonary Hospital from June 2020 to May 2022 were retrospectively collected. Perioperative outcomes were compared between the two groups. Results A total of 260 patients were enrolled, 184 (70.8%) patients underwent VATS and 76 (29.2%) patients underwent thoracotomy. After propensity matching, there were 113 (62.4%) patients in the VATS group and 68 (37.6%) patients in the thoracotomy group. VATS had similar lymph node dissection ability and postoperative complication rate with thoracotomy (P>0.05), with the advantage of having shorter operative time (146.00 min vs. 165.00 min, P=0.006), less intraoperative blood loss (50.00 mL vs. 100.00 mL, P<0.001), lower intraoperative blood transfusion rate (0.0% vs. 7.4%, P=0.003), less 3-day postoperative drainage (250.00 mL vs. 350.00 mL, P=0.011; 180.00 mL vs. 250.00 mL, P=0.002; 150.00 mL vs. 235.00 mL, P<0.001), and shorter postoperative drainage time (9.34 d vs. 13.84 d, P<0.001) and postoperative hospitalization time (6.19 d vs. 7.94 d, P=0.006). Conclusion VATS after neoadjuvant therapy for NSCLC is safer than thoracotomy and results in better postoperative recovery.
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 explore the prognostic value of preoperative pulmonary ventilation function for postoperative survival of patients with non-small cell lung cancer ( NSCLC) . Methods 146 NSCLC patients who underwent cured lung surgical resection between January 1, 2003 and December 31,2008 in Nanjing Drum Tower Hospital were recruited in the study. Pulmonary ventilation function was obtained preoperatively for each patient, including vital capacity ( VC) , forced vital capacity ( FVC) , forcedexpiratory volume in 1 second ( FEV1 ) , FEV1 /FVC, and peak expiratory flow ( PEF) . The effects of the above lung function variables on postoperative survival were evaluated by both univariate and multivariate Cox proportional hazard models. Kaplan-Meier method was used to assess the survival probabilities betweendifferent groups.Results The median survival time after surgery was 31. 0 months ( 95% CI 22. 55-39. 45) . VC% pred, FVC% pred and FEV1% pred showed significant associations with the risk of mortality in the NSCLC patients after surgery ( hazard ratios 0. 979-0. 981, P lt; 0. 05) . The survival time after surgery was significantly shorter in the patients with VC ≤ 80% predicted compared to those with VC gt; 80% predicted ( median survival time: 31. 0 months vs. 34. 0 months) . The same difference could be found between the patients with FVC≤80% predicted and those with FVC gt; 80% predicted ( median survival time: 27. 0 months vs. 43. 0 months) . There was also significant difference in median survival between the patients with FEV1 ≤80% predicted and those with FEV1 gt; 80% predicted ( median survival time: 17. 0 months vs. 44. 0 months) . Conclusion Preoperative pulmonary ventilation function parameters may be used to informclinical decisions and indicate the prognosis of NSCLC patients after surgery.
摘要:目的:探讨PTTG的表达在非小细胞肺癌发生、发展中的作用及其与CMYC蛋白表达的关系。方法:应用免疫组化SP法检测PTTG、CMYC二种蛋白在44例非小细胞肺癌、20例肺良性病变组织和12例正常支气管粘膜上皮组织中的表达。结果:PTTG和CMYC蛋白在非小细胞肺癌组织中的表达明显高于肺良性病变组及癌旁组织,在TNM分期、淋巴结转移组间差别有统计学意义。非小细胞肺癌组织中PTTG与CMYC表达呈显著正相关。结论:提示PTTG和CMYC可能参与了非小细胞肺癌的发生和发展,可作为反映其生物学行为的指标。Abstract: Objective: To investigate the expression of PTTG and its relationship with expressions of CMYC protein in human nonsmall cell lung cancer (NSCLC).Methods: Immunohistochemical methods were applied to detect the expression of PTTG,CMYCproteins in 44 surgical specimens from NSCLC patients,20 pneumonic benign lesion and 19 normal bronchial epithelium. Results:There were high erexpressions of PTTG,CMYC in NSCLC tissues than inadjacent tissues and benign lesions.There were statistical relationships between their expressions and TNM stage,lymphnode metastasis.The expression of PTTG was positively correlated with CMYC. Conclusion: Overexpression of PTTG,CMYC may be related to human NSCLC,PTTG and CMYC play a cooperative role inthe process of NSCLC,all of them may be used as important indices for biologic behavior of NSCLC.
The National Comprehensive Cancer Network (NCCN) released the latest version 1, 2022 of "NCCN guidelines for the clinical diagnosis and treatment of small cell lung cancer" (hereinafter referred to as "guideline"). Based on high-quality evidence-based medicine, this guideline provides references of clinical diagnosis and treatment for clinicians around the world. Compared with the version 3, 2021 of the "guideline", updates and revisions mainly focused on the progress of radiotherapy and systemic treatment. This article will interpret the updated therapy content in this new version of the "guideline".