Establishment and Verification of Benign and Malignant Prediction Model of Subcentimeter Pulmonary Ground Glass Nodules Based on HRCT / 中国肺癌杂志

BACKGROUND@#Pre-operative accuracy of subcentimeter ground glass nodules (SGGNs) is a difficult problem in clinical practice, but there are few clinical studies on the benign and malignant prediction model of SGGNs. The aim of this study was to help identify benign and malignant lesions of SGGNs based on the imaging features of high resolution computed tomography (HRCT) and the general clinical data of patients, and to build a risk prediction model.@*METHODS@#This study retrospectively analyzed the clinical data of 483 patients with SGGNs who underwent surgical resection and were confirmed by histology from the First Affiliated Hospital of University of Science and Technology of China from August 2020 to December 2021. The patients were divided into the training set (n=338) and the validation set (n=145) according to 7:3 random assignment. According to the postoperative histology, they were divided into adenocarcinoma group and benign lesion group. The independent risk factors and models were analyzed by univariate analysis and multivariate Logistic regression. The receiver operator characteristic (ROC) curve was constructed to evaluate the model differentiation, and the calibration curve was used to evaluate the model consistency. The clinical application value of the decision curve analysis (DCA) evaluation model was drawn, and the validation set data was substituted for external verification.@*RESULTS@#Multivariate Logistic analysis screened out patients' age, vascular sign, lobular sign, nodule volume and mean-CT value as independent risk factors for SGGNs. Based on the results of multivariate analysis, Nomogram prediction model was constructed, and the area under ROC curve was 0.836 (95%CI: 0.794-0.879). The critical value corresponding to the maximum approximate entry index was 0.483. The sensitivity was 76.6%, and the specificity was 80.1%. The positive predictive value was 86.5%, and the negative predictive value was 68.7%. The benign and malignant risk of SGGNs predicted by the calibration curve was highly consistent with the actual occurrence risk after sampling 1,000 times using Bootstrap method. DCA showed that patients showed a positive net benefit when the predictive probability of the predicted model probability was 0.2 to 0.9.@*CONCLUSIONS@#Based on preoperative medical history and preoperative HRCT examination indicators, the benign and malignant risk prediction model of SGGNs was established to have good predictive efficacy and clinical application value. The visualization of Nomogram can help to screen out high-risk groups of SGGNs, providing support for clinical decision-making.

Diagnostic value of folate receptor-positive circulating tumor cell detection in subcentimeter pulmonary nodules / 肿瘤研究与临床

Objective@#To investigate the value of the folate receptor (FR)-positive circulating tumor cell (CTC) detection in the diagnosis of benign and malignant subcentimeter pulmonary nodules(the maximum diameter ≤10 mm).@*Methods@#Thirty-seven patients with subcentimeter pulmonary nodules (the chest CT showed the maximum diameter was ≤10 mm) in the Xuanwu Hospital of Capital Medical University from July to December 2018 were collected. Among them, 22 cases were diagnosed with early stage lung adenocarcinoma by postoperative pathological diagnosis and another 15 cases were benign lung lesion. Venous blood samples from these patients were collected before surgery and then utilized to detect FR+ CTC level (defined unit as FU/3 ml) by novel ligand-targeted polymerase chain reaction (LT-PCR), and the enzyme-linked immunosorbent assay was used to detect the levels of tumor markers, including carcinoembryonic antigen (CEA), neuron-specific enolase(NSE), cytokeratin 19 fragment CYFRA21-1, carbohydrate antigen 125 (CA125), CA199, pro-gastrin releasing peptide (pro-GRP), etc. The t-test was used to compare the measurement values between the groups. The CTC value 8.70 FU/3 ml described in the detection kit instruction was used as the threshold. The binary logistic regression was used to analyze the risk factors of malignant pulmonary nodules. The kappa consistency test was used to identify the consistency of the diagnosis results obtained by the FR+ CTC level and the pathological results of surgically resected specimens. The receiver operating characteristic curve (ROC) was drawn to evaluate the efficiency of each index for the diagnosis of benign and malignant subcentimeter pulmonary nodules.@*Results@#The level of FR+ CTC in patients with early stage lung cancer was higher than that in patients with benign lung lesion, and the difference was statistically significant [(11.0±3.0) FU/3 ml vs. (7.0±3.7) FU/3 ml, t=-3.327, P = 0.001]. The level of FR+ CTC was not related to the age, gender and smoking history of patients (all P>0.05). Logistic regression analysis indicated that high-level FR+ CTC was one of the risk factors for malignant pulmonary nodules (OR = 37.333, 95% CI 3.994-349.010, P = 0.002). The kappa consistency test indicated that the level of FR+ CTC used for the diagnosis of lung subcentimeter nodules presented a certain accuracy (κ = 0.627, P < 0.01). ROC illustrated that the FR+ CTC was better than CEA, NSE and CYFRA21-1 when it was used as an indicator for the diagnosis of malignant pulmonary nodules. The area under the curve(AUC) of FR+ CTC was 0.830 (95% CI 0.639-0.968), and the diagnostic sensitivity and specificity were 72.7% (95% CI 49.6%-88.4%) and 93.3% (95% CI 66.0%-99.7%), respectively. When FR+ CTC, CEA, NSE and CYFRA21-1 were combined for lung cancer diagnosis, the AUC, sensitivity and specificity were 0.776 (95% CI 0.614-0.938), 86.4% and 73.3%, respectively.@*Conclusion@#The detection of FR+ CTC has a high value in the diagnosis of benign and malignant subcentimeter pulmonary nodules.

Advances in Diagnosis and Management of Subcentimeter Pulmonary Nodules / 中国肺癌杂志

With the widespread use of high-resolution multislice spiral computed tomography and the popularization of regular physical examinations, the prevalence of clinically diagnosed subcentimeter pulmonary nodules is increasing. Subcentimeter pulmonary nodules have low malignant probability, however, the diagnosis and management are of high difficulty and it is likely to misdiagnose and miss malignant nodules. Therefore, the evaluation and management of subcentimeter pulmonary nodules have always been the key points of clinical work. This article reviews and summarizes the progress in the evaluation and management of subcentimeter pulmonary nodules.

Clinical Characteristics and Prognosis of Sub-centimeter Lung Adenocarcinoma / 中国肺癌杂志

BACKGROUND@#With the increase of lung cancer screening, more and more patients have been diagnosed as sub-centimeter (≤1 cm) lung adenocarcinoma. Sub-centimeter lung adenocarcinoma is mostly early stage lung cancer, but the research on sub-centimeter lung adenocarcinoma is still insufficient. This study analyzed the clinical characteristics and prognosis of patients with sub-centimeter lung adenocarcinoma in order to provide the basis for the diagnosis and treatment of such patients.@*METHODS@#A retrospective study was performed to analyze patients with sub-centimeter lung adenocarcinoma who underwent VATS in Peking University People's Hospital from January 2012 to December 2016. Patients were divided into pure ground-glass nodules (pGGN) group, mixed ground-glass nodules (mGGN) group and solid nodules (SN) group according to the features of nodular imaging. The clinical characteristics of the three groups were compared and the subgroup analysis of nodules in different diameter was performed. We also performed multivariate logistic regression analyses to identify the risk factors for sub-centimeter lung invasive adenocarcinoma.@*RESULTS@#The study included 182 patients (57 men and 125 women) with a median age of 54 (27-75) years. Female sub-centimeter lung adenocarcinoma patients had a significantly lower proportion of non-smoking history than males (P5 mm (OR=4.241, P=0.001) were independent risk factors for sub-centimeter lung invasive adenocarcinoma. The median follow-up time was 44 (22-82) months. The 5-year recurrence-free survival rate was 100.0% and the overall survival rate was 98.9%.@*CONCLUSIONS@#Patients with sub-centimeter lung adenocarcinoma have a relatively earlier onset age. Sub-centimeter lung invasive adenocarcinoma patients with 6 mm-10 mm mGGN and 6 mm-10 mm SN may be involved in pleural invasion or lymph node metastasis. Smoking history, previous tumor history, mGGN, SN and tumor diameter >5 mm are independent risk factors for sub-centimeter lung invasive adenocarcinoma. For patients with sub-centimeter lung adenocarcinoma, early detection and appropriate surgical intervention can lead to a good prognosis.

Noninvasive Diagnostic Criteria of the Revised 2014 the Korean Liver Cancer Study Group and the National Cancer Center Guideline for Subcentimetersized Hepatocellular Carcinoma: Is It Too Strict?

BACKGROUND/AIMS: Noninvasive diagnostic criteria for hepatocellular carcinoma (HCC) differ between guidelines, especially for subcentimeter-sized nodules. This study aimed to analyze clinical and radiological characteristics of subcentimeter-sized HCC, and assess the validity of noninvasive diagnostic criteria of the revised 2014 the Korean Liver Cancer Study Group and the National Cancer Center (KLCSG-NCC) guideline for subcentimeter-sized HCC. METHODS: A total of 33 consecutive patients (median age, 58.6 years; men, 60.6%; hepatitis B virus-infected, 87.9%) who were diagnosed with HCC between January 2009 and December 2013 and had a maximum tumor diameter less than 1 cm were retrospectively included. RESULTS: Among 33 subcentimeter-sized HCC cases, 6 cases were histologically proven and the remaining 27 patients were diagnosed by radiologically and/or serologically. Initial detection modality was dynamic contrast-enhanced computed tomography (CT) (66.7%, 22/33) or dynamic contrast-enhanced magnetic resonance imaging (MRI) (33.3% 11/33). No case was identified by surveillance ultrasonography. Typical radiological feature of HCC, which is arterial enhancement with delayed washout, was present in 51.7% (15/29 patients) in dynamic contrast-enhanced CT, and 90.9% (30/33 patients) in dynamic contrast-enhanced MRI. When these 33 cases were re-assessed by the revised 2014 KLCSG-NCC guideline, no one has fulfilled the noninvasive diagnostic criteria. CONCLUSIONS: None of the cases that were diagnosed as subcentimeter-sized HCC including histologically confirmed cases did not fulfill the noninvasive diagnostic criteria of the revised 2014 KLCSG-NCC guideline. Refinement of the current noninvasive diagnostic criteria for subcentimeter-sized HCC may be required.

Research progress on preoperative localization of ground-glass nodules and sub-centimeter nodules / 国际外科学杂志

In recent years,the detection rate of early lung cancer with microscopic lesions such as ground-glass nodules and sub-centimeter nodules (≤ 1 cm) has been significantly higher.For such lesions,early surgical intervention can effectively prolong the survival time of patients.But in the actual operation of these small lesions difficult to detect,which brought great difficulties to surgery.At present,clinically for such small lesions,usually in the preoperative CT-guided puncture positioning based on the implementation of surgical resection.This method of location there are trauma,complications and other shortcomings,so how to more precise positioning and labeling of lung lesions is a clinical problem to be solved urgently.In this paper,the localization and localization of lung lesions in recent years are reviewed,and the advantages and disadvantages of various methods and materials are summarized and analyzed.

Research progress on preoperative localization of ground-glass nodules and sub-centimeter nodules / 国际外科学杂志

In recent years,the detection rate of early lung cancer with microscopic lesions such as ground-glass nodules and sub-centimeter nodules (≤ 1 cm) has been significantly higher.For such lesions,early surgical intervention can effectively prolong the survival time of patients.But in the actual operation of these small lesions difficult to detect,which brought great difficulties to surgery.At present,clinically for such small lesions,usually in the preoperative CT-guided puncture positioning based on the implementation of surgical resection.This method of location there are trauma,complications and other shortcomings,so how to more precise positioning and labeling of lung lesions is a clinical problem to be solved urgently.In this paper,the localization and localization of lung lesions in recent years are reviewed,and the advantages and disadvantages of various methods and materials are summarized and analyzed.

Application of automatic biopsy gun in performing CT-guided puncture biopsy of pulmonary sub-centimeter nodules / 介入放射学杂志

Objective To investigate the application of automatic biopsy gun in CT-guided percutaneous biopsy for the diagnosis of pulmonary sub-centimeter nodules (≤1 cm).Methods A total of 78 patients with pulmonary sub-centimeter nodules were enrolled in this study. Under CT guidance, percutaneous multi-point and multi-sampling puncture biopsy with automatic biopsy gun was carried out in all patients. The success rate of puncturing, the complications and pathological results were analyzed. Results The success rate of puncturing was 91.0% (71/78). The incidence of pneumothorax was 17.9% (14/78) and the incidence of hemorrhage was 30.8%(24/78). In all patients, no pulmonary infection, tumor tract seeding or metastasis was observed during the follow-up period. Among the 71 patients who had a successful biopsy, squamous cell carcinoma was detected in 7, adenocarcinoma in 25, small cell carcinoma in 5, metastatic lesion in 3, chronic interstitial lung inflammation in 13, granulomatous inflammation in 12, pulmonary fungus in 4, pneumoconiosis nodule in one and pulmonary hamartoma in one. Conclusion For CT-guided percutaneous puncture biopsy of pulmonary sub-centimeter nodules, the use of automatic biopsy gun is safe and reliable with higher success rate.