Objective The management of pulmonary nodules is a common clinical problem, and this study constructed a nomogram model based on FUT7 methylation combined with CT imaging features to predict the risk of adenocarcinoma in patients with pulmonary nodules. Methods The clinical data of 219 patients with pulmonary nodules diagnosed by histopathology at the First Affiliated Hospital of Zhengzhou University from 2021 to 2022 were retrospectively analyzed. The FUT7 methylation level in peripheral blood were detected, and the patients were randomly divided into training set (n=154) and validation set (n=65) according to proportion of 7:3. They were divided into a lung adenocarcinoma group and a benign nodule group according to pathological results. Single-factor analysis and multi-factor logistic regression analysis were used to construct a prediction model in the training set and verified in the validation set. The receiver operating characteristic (ROC) curve was used to evaluate the discrimination of the model, the calibration curve was used to evaluate the consistency of the model, and the clinical decision curve analysis (DCA) was used to evaluate the clinical application value of the model. The applicability of the model was further evaluated in the subgroup of high-risk CT signs (located in the upper lobe, vascular sign, and pleural sign). Results Multivariate logistic regression analysis showed that female, age, FUT7_CpG_4, FUT7_CpG_6, sub-solid nodules, lobular sign and burr sign were independent risk factors for lung adenocarcinoma (P<0.05). A column-line graph prediction model was constructed based on the results of the multifactorial analysis, and the area under the ROC curve was 0.925 (95%CI 0.877 - 0.972 ), and the maximum approximate entry index corresponded to a critical value of 0.562, at which time the sensitivity was 89.25%, the specificity was 86.89%, the positive predictive value was 91.21%, and the negative predictive value was 84.13%. The calibration plot predicted the risk of adenocarcinoma of pulmonary nodules was highly consistent with the risk of actual occurrence. The DCA curve showed a good clinical net benefit value when the threshold probability of the model was 0.02 - 0.80, which showed a good clinical net benefit value. In the upper lobe, vascular sign and pleural sign groups, the area under the ROC curve was 0.903 (95%CI 0.847 - 0.959), 0.897 (95%CI 0.848 - 0.945), and 0.894 (95%CI 0.831 - 0.956). Conclusions This study developed a nomogram model to predict the risk of lung adenocarcinoma in patients with pulmonary nodules. The nomogram has high predictive performance and clinical application value, and can provide a theoretical basis for the diagnosis and subsequent clinical management of pulmonary nodules.
Objective To analyze the benign-malignant outcomes of pulmonary nodules in surgical patients and their influencing factors, and provide evidence and ideas for optimizing and improving the integrated management model of pulmonary nodules. Methods From October to December 2023, a convenience sampling method was used to select patients who underwent lung surgery at West China Hospital, Sichuan University between July 2022 and June 2023 for this study. The malignancy rate of postoperative pathological results of pulmonary nodules and its influencing factors were analyzed using univariate analysis and multiple logistic regression. Results A total of 4600 surgical patients with pulmonary nodules were included, with a malignancy rate of 88.65% (4078/4600) and a benign rate of 11.35% (522/4600). Univariate analysis showed significant differences in malignancy rates among different genders, ages, methods of pulmonary nodule detection, and smoking histories (P<0.05); however, no significant difference was found regarding place of birth or family history of lung cancer (P>0.05). Multiple logistic regression analysis indicated that females [odds ratio (OR)=1.533, 95% confidence interval (CI) (1.271, 1.850)], older age groups [61-75 vs. ≤30 years: OR=1.640, 95%CI (1.021, 2.634); >75 vs. ≤30 years: OR=2.690, 95%CI (1.062, 6.814)], and pulmonary nodules detected during physical examinations [OR=1.286, 95%CI (1.064, 1.554)] were high-risk factors for malignancy, with statistical significance (P<0.05). Conclusion In the integrated management of pulmonary nodules, it is crucial not to overlook females or older patients, as they may be more significant influencing factors than smoking; furthermore, lung examinations are effective means of early detection of malignant lung tumors and are worth promoting and popularizing.
ObjectiveTo establish and internally validate a predictive model for poorly differentiated adenocarcinoma based on CT imaging and tumor marker results. MethodsPatients with solid and partially solid lung nodules who underwent lung nodule surgery at the Department of Thoracic Surgery, the Affiliated Brain Hospital of Nanjing Medical University in 2023 were selected and randomly divided into a training set and a validation set at a ratio of 7:3. Patients' CT features, including average density value, maximum diameter, pleural indentation sign, and bronchial inflation sign, as well as patient tumor marker results, were collected. Based on postoperative pathological results, patients were divided into a poorly differentiated adenocarcinoma group and a non-poorly differentiated adenocarcinoma group. Univariate analysis and logistic regression analysis were performed on the training set to establish the predictive model. The receiver operating characteristic (ROC) curve was used to evaluate the model's discriminability, the calibration curve to assess the model's consistency, and the decision curve to evaluate the clinical value of the model, which was then validated in the validation set. ResultsA total of 299 patients were included, with 103 males and 196 females, with a median age of 57.00 (51.00, 67.25) years. There were 211 patients in the training set and 88 patients in the validation set. Multivariate analysis showed that carcinoembryonic antigen (CEA) value [OR=1.476, 95%CI (1.184, 1.983), P=0.002], cytokeratin 19 fragment antigen (CYFRA21-1) value [OR=1.388, 95%CI (1.084, 1.993), P=0.035], maximum tumor diameter [OR=6.233, 95%CI (1.069, 15.415), P=0.017], and average density [OR=1.083, 95%CI (1.020, 1.194), P=0.040] were independent risk factors for solid and partially solid lung nodules as poorly differentiated adenocarcinoma. Based on this, a predictive model was constructed with an area under the ROC curve of 0.896 [95%CI (0.810, 0.982)], a maximum Youden index corresponding cut-off value of 0.103, sensitivity of 0.750, and specificity of 0.936. Using the Bootstrap method for 1000 samplings, the calibration curve predicted probability was consistent with actual risk. Decision curve analysis indicated positive benefits across all prediction probabilities, demonstrating good clinical value. ConclusionFor patients with solid and partially solid lung nodules, preoperative use of CT to measure tumor average density value and maximum diameter, combined with tumor markers CEA and CYFRA21-1 values, can effectively predict whether it is poorly differentiated adenocarcinoma, allowing for early intervention.
The robotic bronchoscopy system is a new technology for lung lesion location, biopsy and interventional therapy. Its safety and effectiveness have been clinically proven. Based on many advanced technologies carried by the robotic bronchoscopy system, it is more intelligent, convenient and stable when clinicians perform bronchoscopy operations. It has higher accuracy and diagnostic rates, and less complications than bronchoscopy with the assistance of magnetic navigation and ordinary bronchoscopy. This article gave a review of the progress of robotic bronchoscopy systems, and a prospect of the combination with artificial intelligence.
ObjectiveTo study the feasibility and safety of CT-guided preoperative Hookwire localization of pulmonary nodules in clinical application.MethodsClinical data of 102 patients who were scheduled to undergo surgical treatment for pulmonary nodules from June 2015 to April 2020 in the North Ward of Thoracic Surgery Department of Ruijin Hospital were retrospectively analyzed. There were 38 males and 64 females, aged 23-82 (53.2±12.8) years.ResultsAll 102 patients with pulmonary nodules underwent CT-guided preoperative Hookwire localization successfully, with a localization success rate of 100.0%. The localization time was 27.0 (11-67) min; the number of times to adjust the angle during the positioning process was 6.9 (3-14); the needle depth of the positioning needle was 41.5 (16.3-69.1) mm. A total of 48 (47.1%) patients had a small amount of bleeding in the lung tissue in the positioning area after positioning; 53 (51.9%) patients had a small amount of pneumothorax after positioning; 16 (15.7%) patients were found that the positioning needle completely shedded from the lung tissue in the subsequent surgery. One patient was transferred to open thoracotomy because of extensive dense adhesion in the thorax, and the remaining 101 patients were operated on under thoracoscopy. Postoperative pathology showed that 5 (4.9%) patients were adenocarcinoma in situ, 28 (27.5%) were microinvasive adenocarcinoma, 36 (35.3%) patients were invasive carcinoma and 32 (31.3%) patients were benign lesions. No patients had complications or adverse events related to preoperative positioning.ConclusionPreoperative CT-guided localization of Hookwire intrapulmonary nodules is safe and effective, and can meet the intraoperative localization needs of thoracic surgeons in most clinical situations, and is not inferior to other preoperative localization methods currently used in clinics.
Lung cancer is a disease with high incidence rate and high mortality rate worldwide. Its diagnosis and treatment mode is developing constantly. Among them, multi-disciplinary team (MDT) can provide more accurate diagnosis and more individualized treatment, which can not only benefit more early patients, but also prolong the survival time of late patients. However, MDT diagnosis and treatment mode is only carried out more in provincial and municipal tertiary hospitals and has not been popularized. This article intends to introduce MDT mode and its advantages, hoping that MDT mode can be popularized and applied.
ObjectiveTo evaluate the clinical feasibility and safety of CT-guided percutaneous microwave ablation for peripheral solitary pulmonary nodules.MethodsThe imaging and clinical data of 33 patients with pulmonary nodule less than 3 cm in diameter treated by CT-guided microwave ablation treatment (PMAT) in our hospital from July 2018 to December 2019 were retrospectively analyzed. There were 21 males and 12 females aged 38-90 (67.6±13.4) years. Among them, 26 patients were confirmed with lung cancer by biopsy and 7 patients were clinically considered as partial malignant lesions. The average diameter of 33 nodules was 0.6-3.0 (1.8±0.6) cm. The 3- and 6-month follow-up CT was performed to evaluate the therapy method by comparing the diameter and enhancement degree of lesions with 1-month CT manifestation. Short-term treatment analysis including complete response (CR), partial response (PR), stable disease (SD) and progressive disease (PD) was calculated according to the WHO modified response evaluation criteria in solid tumor (mRECIST) for short-term efficacy evaluation. Eventually the result of response rate (RR) was calculated. Progression-free survival was obtained by Kaplan–Meier analysis.ResultsCT-guided percutaneous microwave ablation was successfully conducted in all patients. Three patients suffered slight pneumothorax. There were 18 (54.5%) patients who achieved CR, 9 (27.3%) patients PR, 4 (12.1%) patients SD and 2 (6.1%) patients PD. The short-term follow-up effective rate was 81.8%. Logistic analysis demonstrated that primary and metastatic pulmonary nodules had no difference in progression-free time (log-rank P=0.624).ConclusionPMAT is of high success rate for the treatment of solitary pulmonary nodules without severe complications, which can be used as an effective alternative treatment for nonsurgical candidates.
ObjectiveTo investigate differential diagnosis between benign and malignant of solitary pulmonary nodules (SPN)and surgical strategies. MethodsWe retrospectively analyzed clinical and pathological data of 151 SPN patients who underwent surgical resection in Provincial Hospital Affiliated to Shandong University between November 2010 and March 2012. There were 89 male and 62 female patients with their age of 30-80 (57.99±0.86)years. Differential factors between benign and malignant SPN were analyzed. ResultsThere were 29 patients with benign SPN and 122 patients with malignant SPN. Among the 122 malignant SPN patients, there were 58 patients in stage ⅠA, 30 patients in stage ⅠB, 7 patients in stage ⅡA, 25 patients in stage ⅢA and 2 patients in stage Ⅳ. Mean diameter of malignant SPN was significantly larger than that of benign SPN (2.03 cm vs 1.77 cm, P=0.039). Malignant rate of SPN larger than 2 cm was significantly higher than that of SPN smaller than 2 cm (90.3% vs. 74.2%, P=0.013). Patients with malignant SPN was significantly older than patients with benign SPN (60.39 years vs. 47.90 years, P < 0.01). Malignant rate of patients over 45 years was significantly higher than that of patients younger than 45 years (86.4% vs. 38.9%, P < 0.01).There was no statistical difference in malignant rate between male and female, with and without clinical symptoms, smoking and nonsmo-king, smoking index≤400 and > 400 and among different lobes. Conclusions Differential factors of SPN include patients' medical history, age, diameter and shape of nodules, which should be considered comprehensively and dynamically. Gender, clinical symptoms, smoking history, smoking index and SPN location are not helpful for differential diagnosis of SPN.
In order to optimize the postoperative rehabilitation path of patients undergoing fourth-level day surgery, West China Hospital of Sichuan University has learned from the abroad “recovery hotel” mode and innovatively regarded the primary rehabilitation institution as an extended service carrier for thoracoscopic lung nodule day surgery. This extended rehabilitation mode based on primary rehabilitation institutions is not only beneficial for shortening the hospitalization period and reducing medical costs, but also ensures medical safety through a standardized postoperative monitoring system, providing innovative solutions for the full process management of day surgeries. This article will introduce the specific implementation methods and preliminary practical results of the extended rehabilitation mode mentioned above.