ObjectiveTo explore the risk factors for lymph node metastasis in patients with T2 stage non-small cell lung cancer.MethodsThe clinical data of 271 patients with non-small cell lung cancer who underwent surgical treatment in our hospital from 2014 to 2017 were collected, including 179 males and 92 females, with an average age of 62.73±0.58 years. The patients were divided into N0, N1, and N2 groups according to the lymph node metastasis status. The clinical data of the patients in different groups were compared.ResultsThe body mass index (BMI, P=0.043), preoperative lymph node enlargement (P<0.001), and tumor diameter (P<0.001) were significantly different among groups. The BMI (OR=1.131, 95%CI 1.001-1.277, P=0.048) and preoperative lymph node enlargement (OR=3.498, 95%CI 1.666-7.342, P=0.001) were independent risk factors for N2 lymph node metastasis, and tumor diameter was an independent risk factor for both N1 (OR=1.538, 95%CI 1.067-2.218, P=0.021) and N2 (OR=1.814, 95%CI 1.196-2.752, P=0.005) lymph node metastasis.ConclusionPatients with high BMI or enlarged lymph nodes before surgery have a high risk for N2 lymph node metastasis, and those with large tumor diameter have a high risk for both N1 and N2 lymph node metastasis.
Abstract： Objective To evaluate the safety, feasibility, and clinical outcome of complete video-assisted thoracoscopic surgery （VATS） lobectomy for patients with early-stage non-small cell lung cancer （NSCLC）. Methods We retrospectively analyzed the clinical data of 160 consecutive patients（the VATS group, 83 males and 77 females with average age at 60.8 years）with early-stage NSCLC who underwent complete VATS lobectomy between January 2005 andDecember 2008 in Zhongshan Hospital of Fudan University，and compared them with 357 patients（the thoracotomy group, 222 males and 135 females with average age at 59.5 years）who underwent open thoracotomy in the same period. Results The conversion rate of the VATS group was 5.0%（8/160）. The operation time of the VATS group was significantly shorter than that of the thoracotomy group（113.0 min vs.125.0 min, P=0.039）. Length of postoperative hospital stay was not statistically different between the two groups（10.3±4.3 d vs.9.1±4.6 d，P=0.425）. The postoperative morbidity of the VATS lobectomy group and the thoracotomy group was 9.4%（15/160）and 10.1% （36/357） respectively，and the postoperative mortality of the two groups was 0.6%（1/160）and 2.0%（7/357）respectively. There was no statistical difference in the mean group of lymph node dissection （2.4±1.5 groups vs.2.4±1.7 groups，P=0.743） and the mean number of lymph node dissection （9.8±6.3 vs.10.1±6.4，P=0.626） between the two groups. The overall 5-year survival rate of the VATS group was significantly higher than that of the thoracotomy group （81.5% vs.67.8%, P=0.001）. Subgroup analysis showed that the 5-year survival rate of pⅠa stage, pⅠb stage, and pⅢa stage was 86.0%, 84.5%, and 58.8% respectively in the VATS group, and 92.9%, 76.4%, and 25.3% respectively in the thoracotomy group. Conclusion Complete VATS lobectomy is technically safe and feasible for patients with early-stage NSCLC. The lymph node dissection extension of complete VATS lobectomy is similar to that of open thoracotomy, and long-term outcome of complete VATS lobectomy is superior to that of open thoracotomy. Randomized controlled trials of large sample size are further needed to demonstrate superiority.
Objective To establish a scoring system for patients withnon-small cell lung cancer (NSCLC), complicated by chemotherapy and myelosuppression based on Logistic regression analysis. Methods The clinical data of patients with lung cancer who received chemotherapy in our hospital from January 2018 to April 2024 were collected. The influencing factors of chemotherapy complicated with myelosuppression were analyzed by univariate and Logistic regression, and a nematographic model was established. Results Compared with non-myelosuppressive group, there were statistically significant differences in pre-chemotherapy leukocyte, pre-chemotherapy hemoglobin, ECOG score, use of platinum drugs, use of anti-metabolic drugs, use of anti-microtubule drugs in myelosuppressive group (P<0.05). WBC<4.0×109/L (OR:4.166, 95%CI: 1.521~11.410), hemoglobin<110g/L (OR: 6.926, 95%CI: 1.817~26.392), ECOG score ≥2 points (OR: 2.235, 95%CI: 1.032~4.840), platinum drugs (OR: 5.738, 95%CI: 2.514~13.097), anti-microtubule drugs (OR: 4.284, 95%CI: 1.853~9.905) and anti-metabolic drugs (OR: 7.180, 95%CI: 2.608~19.769) was an independent risk factor for chemotherapy complicated with myelopathic depression in lung cancer patients (P<0.05). Model verification results showed that the C-index was 0.817 (95%CI: 0.783~0.851), the calibration curve of the model was close to the ideal curve, and the AUC of the ROC curve was 0.811 (95%CI: 0.780~0.842), which showed a net benefit of the model within the range of 10% to 87.5%. Conclusion The constructed nomogram model can effectively predict the risk of chemotherapy complicated with myelosuppression in non-small cell lung cancer patients.
Objective To compare the perioperative results between uniportal and three-portal thoracoscopic lobectomy for non-small cell lung cancer (NSCLC). Methods Electronic databases including PubMed, Web of Science, EMbase, CNKI, Wanfang were systematically searched from the establishment of each database until April 2022. Literature screening, data extraction and bias risk assessment were independently conducted by two researchers. All combined results were performed by RevMan 5.3 and Stata 16.0. The quality of the literature and the risk of bias were evaluated using the Cochrane Bias Risk Assessment Tool. Results Eighteen eligible randomized controlled trials (1 597 patients) were identified eventually, including 800 patients undergoing uniportal thoracoscopic lobectomy and 797 patients undergoing three-portal thoracoscopic lobectomy. Meta-analysis results showed that compared to the three-portal approach, uniportal lobectomy took longer operation time (WMD=7.63, 95%CI 2.36 to 12.91, P=0.005) with less intraoperative blood loss (WMD=–28.81, 95%CI –42.54 to –15.08, P<0.001). Furthermore, patients undergoing uniportal lobectomy achieved lower visual analogue score within 24 hours after the operation (WMD=–1.60, 95%CI –2.26 to –0.94, P<0.001), less volume of drainage after the operation (WMD=–25.30, 95%CI –46.22 to –4.37, P=0.020), as well as shorter drainage duration (WMD=–0.36, 95%CI –0.72 to –0.01, P=0.040). Besides, patients undergoing uniportal lobectomy were also observed with shorter length of hospital stay (WMD=–2.28, 95%CI –2.68 to –1.88, P<0.001) and lower incidence of postoperative complications (RR=0.49, 95%CI 0.38 to 0.63, P<0.001). However, the number of lymph nodes harvested during the operation (WMD=–0.01, 95%CI –0.24 to 0.21, P=0.930) was similar between the two groups. Conclusion Both uniportal and three-portal thoracoscopic lobectomy for NSCLC are safe and feasible. The uniportal approach is superior in reducing short-term postoperative pain, postoperative complications and shortening the length of hospital stay.
Objective To investigate the prognostic value of ERBB2 Exon20ins (Exon20ins) in advanced non-small cell lung cancer (NSCLC) patients receiving first-line chemotherapy combined with immunotherapy. Methods A retrospective analysis was conducted on clinical data from ERBB2-mutant stage IV NSCLC patients who received first-line chemotherapy combined with immunotherapy at West China Hospital of Sichuan University between 2020 and 2024. ERBB2 wild-type patients were matched using propensity score matching. Clinical pathological characteristics, distant metastatic sites, and treatment outcomes were compared among patients with different mutation statuses. The primary endpoint was progression-free survival (PFS), and Kaplan-Meier method was used to plot survival curves. Cox regression analysis was performed to adjust for confounding factors. Results This study included 41 ERBB2-mutant stage IV NSCLC patients, of whom 22 had Exon20ins mutations, and 19 had other ERBB2 mutations. Forty-one ERBB2 wild-type patients were matched for comparison. The mean age of all patients was 60.0±9.3 years, with 61 males (74.4%). A total of 67 patients (81.7%) received chemotherapy combined with immunotherapy, and 15 patients (18.3%) received chemotherapy combined with immunotherapy and anti-angiogenesis therapy. The Exon20ins group showed a higher incidence of lymph node metastasis compared with the ERBB2 other mutation group and the wild-type group (36.4% vs. 15.8% vs. 9.8%, P=0.045). The median PFS in the Exon20ins group was significantly shorter than in the other mutation group (5.8 months vs. 10.3 months, P=0.025) and the wild-type group (5.8 months vs. 8.3 months, P=0.023). Univariate Cox regression analysis indicated that the ERBB2 Exon20ins mutation was an adverse prognostic factor (Exon20ins vs. other ERBB2 mutations, HR=2.9, 95%CI 1.18 - 7.1, P=0.014; Exon20ins vs. wild-type, HR=2.6, 95%CI 1.25 - 5.6, P=0.014). The combination with anti-angiogenesis therapy did not significantly affect the prognosis of PFS (HR=0.66, 95%CI 0.28 - 1.6, P=0.363). Multivariate Cox regression analysis revealed that the ERBB2 Exon20ins mutation was an independent adverse prognostic factor for PFS (Exon20ins vs. other ERBB2 mutations, HR=3.3, 95%CI 1.27 - 8.3, P=0.015; Exon20ins vs. wild-type, HR=2.7, 95%CI 1.2 - 5.88, P=0.014). For the 67 patients receiving chemotherapy combined with immunotherapy, Cox regression analysis showed that the ERBB2 Exon20ins mutation was still associated with poor prognosis in advanced NSCLC (Exon20ins vs. other ERBB2 mutations, HR=3.2, 95%CI 1.12 - 9.1, P=0.030; Exon20ins vs. wild-type, HR=2.5, 95%CI 1 - 5.88, P=0.040). Conclusions Advanced NSCLC patients with ERBB2 Exon20ins mutation have a worse prognosis compared with those with other ERBB2 mutation subtypes or ERBB2 wild-type when treated with first-line chemotherapy combined with immunotherapy. This suggests that ERBB2 Exon20ins mutation, as a particularly refractory mutation, requires the exploration of new combination strategies based on molecular subtyping to improve survival outcomes.
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.
Medical studies have found that tumor mutation burden (TMB) is positively correlated with the efficacy of immunotherapy for non-small cell lung cancer (NSCLC), and TMB value can be used to predict the efficacy of targeted therapy and chemotherapy. However, the calculation of TMB value mainly depends on the whole exon sequencing (WES) technology, which usually costs too much time and expenses. To deal with above problem, this paper studies the correlation between TMB and slice images by taking advantage of digital pathological slices commonly used in clinic and then predicts the patient TMB level accordingly. This paper proposes a deep learning model (RCA-MSAG) based on residual coordinate attention (RCA) structure and combined with multi-scale attention guidance (MSAG) module. The model takes ResNet-50 as the basic model and integrates coordinate attention (CA) into bottleneck module to capture the direction-aware and position-sensitive information, which makes the model able to locate and identify the interesting positions more accurately. And then, MSAG module is embedded into the network, which makes the model able to extract the deep features of lung cancer pathological sections and the interactive information between channels. The cancer genome map (TCGA) open dataset is adopted in the experiment, which consists of 200 pathological sections of lung adenocarcinoma, including 80 data samples with high TMB value, 77 data samples with medium TMB value and 43 data samples with low TMB value. Experimental results demonstrate that the accuracy, precision, recall and F1 score of the proposed model are 96.2%, 96.4%, 96.2% and 96.3%, respectively, which are superior to the existing mainstream deep learning models. The model proposed in this paper can promote clinical auxiliary diagnosis and has certain theoretical guiding significance for TMB prediction.
ObjectiveTo evaluate the influence of different surgical procedure on the prognosis of elderly patients with stage Ⅰ non-small cell lung cancer (NSCLC). MethodsWe retrospectively analyzed the clinical data of 100 patients elder than 70 years with NSCLC in our hospital between January 2012 and December 2013. There were 60 males and 40 females patients at age of 70-85 (76±12) years. The patients were divided into two groups including a standard lobectomy group (62 patients, receiving standard lobectomy) and a limited resection group (38 patients receiving limited resection). Regular following-up was carried out after the surgery. The correlation between the survival rate and the incidences of complications, the surgical procedure were analyzed. ResultsThe incidence of complications in the standard lobectomy group and the limited resection group was 35.5%(22/62)and 39.5%(15/38)respectively. The three year survival rate and the five year survival rate in the two groups were similar between the two groups(85.5% versus 54.8% and 78.9% versus 55.3%). There was no statistical difference between the two groups. Staging is an independent factor for prognosis. ConclusionLobectomy is still the main therapy method for elderly stageⅠNSCLC patients. But limited resection also appears to be a viable surgical treatment for patients with cardiopulmonary physiologic impairment.
This study reports a case of a 56-year-old female patient with BRAF-mutated non-small cell lung cancer (NSCLC) who successfully underwent curative surgery after neoadjuvant targeted therapy with the BRAF inhibitor dabrafenib combined with the MEK inhibitor trametinib. The chest drainage tube was removed 2 days postoperatively, and the patient was discharged smoothly. Postoperative pathology indicated invasive adenocarcinoma, moderately to highly differentiated, with 80% being lepidic type, and the maximum tumor diameter was 4 cm. No vascular invasion, nerve invasion, air cavity dissemination, pleural invasion, or lymph node metastasis were observed. The postoperative staging was ypT2aN0M0. The patient continued with adjuvant treatment with dabrafenib combined with trametinib postoperatively, and no signs of recurrence were found in the follow-up examination six months after surgery.
ObjectiveTo compare the long-term prognosis of elderly patients with stageⅠnon-small cell lung cancer (NSCLC) after lobectomy or segmentectomy. MethodsData of elderly patients with stageⅠNSCLC between 2010 and 2020 were collected from the SEER database. According to the resection method, patients were divided into a lobectomy group and a segmentectomy group. The overall survival (OS) and lung cancer-specific survival (LCSS) of the two groups were compared by propensity score matching (lobectomy : segmentectomy=2 : 1). ResultsA total of 9990 patients were included, including 5840 (58.46%) females and 4150 (41.54%) males, with an average age of (70.48±6.47) years. Among them, 9029 patients were in the lobectomy group and 961 patients were in the segmentectomy group. After propensity score matching, a total of 2883 patients were matched, including 1 922 patients in the lobectomy group and 961 patients in the segmentectomy group. There was no statistical difference in baseline data between the two groups (P>0.05). The 10-year OS rate and LCSS rate of the lobectomy group were higher than those of the segmentectomy group (OS: 51.15% vs. 38.35%, P<0.01; LCSS: 79.68% vs. 71.52%, P<0.01). Subgroup analysis showed that the survival advantage of lobectomy was found in patients aged 60-<70 years and ≥80 years; for patients 70-<80 years, there was no statistical difference in OS or LCSS between the two surgical methods (P>0.05). In addition, for patients with tumor diameter ≤2 cm (stages ⅠA1-ⅠA2), lymph node dissection number≥10, and receiving adjuvant radiotherapy/chemotherapy, segmentectomy could also achieve a similar prognosis as lobectomy. ConclusionOverall, for elderly patients with stage ⅠNSCLC, lobectomy can achieve better OS and LCSS. However, individual differences, tumor characteristics, and perioperative treatment plans should be considered comprehensively to determine the surgical method for elderly patients with stageⅠNSCLC.