1.Comparison of HRCT imaging features of ground glass opacity of COVID-19 and early-stage lung carcinoma
Guojun GENG ; Xiaolei ZHU ; Yanjun MI ; Wei XIONG ; Fan OU ; Ning LI ; Hongming LIU ; Mengkun CAO ; Chengqing DENG ; Sien SHI ; Xiuyi YU ; Jie JIANG
Chinese Journal of Thoracic and Cardiovascular Surgery 2020;36(7):393-396
Objective:To investigate the difference of HRCT imaging features between COVID-19 and the ground-glass opacity(GGO) lesion of early-stage lung carcinoma, standardize the diagnosis and treatment process of ground-glass opacity(GGO) degeneration during the epidemic.Methods:A total of 34 patients with diagnosed COVID-19 who confirmed by positive results of the new coronavirus nucleic acid test were collected as observation group 40 patients with pathologically diagnosed early-stage lung carcinoma whose preoperative HRCT examination showed pure ground glass lesions and received surgical intervention were recruited from the Department of Thoracic Surgery (The First Affiliated Hospital of Xiamen University) from January 2018 to December 2019 as the control group. The HRCT imaging features of these two groups of patients were compared and statistically analyzed.Results:The HRCT imaging features of the new type of COVID-19 showed significant difference by characteristics of multiple lesions, lesion rapid variation within 3 days, reticular pattern, vacuolar sign and clear boundary compared to the GGO lesion of early-stage lung carcinoma( P<0.05). The chinical and imaging characteristic the sex, age, with pleural effusion or not and the lesion location showed no significant difference between these 2 groups ( P>0.05). Conclusion:Contrast with inert early lung carcinoma lesions, COVID-19 disease developed rapidly. Imaging dynamic examination can provide evidences to distinguish Novel Coronavirus Pneumonia and early-stage lung carcinoma.
2.Effect of glucocorticoid use before radical resection of esophageal cancer on postoperative inflammation indexes and lung inflammation
Mengkun CAO ; Xiaolei ZHU ; Chengqing DENG ; Guojun GENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2021;28(05):560-564
Objective To explore the effect of preoperative glucocorticoid on systemic inflammatory indexes and pulmonary inflammation after radical esophagectomy. Methods A total of 44 patients with esophageal cancer treated in the First Affiliated Hospital of Xiamen University from July 2019 to September 2020 were selected and randomly divided into an intervention group and an observation group by random number table. There were 22 patients in the intervention group, including 20 males and 2 females with an average age of 62.86±5.22 years and 22 patients in the observation group, including 19 males and 3 females with an average age of 63.00±6.19 years. Two groups were given thoracoscope-assisted incision via right chest, upper abdomen and left neck. The intervention group was given an intravenous infusion of methylprednisolone 500 mg before induction of anesthesia, and the observation group was given the same dose of normal saline. The second generation cephalosporins were routinely used to prevent infection in the two groups. The levels of interleukin-6 (IL-6) and C-reactive protein (CRP), lymphocyte and neutrophil count before operation and 1 day, 3 days and 5 days after operation were recorded and compared between the two groups. Utrecht Pneumonia Scoring System (UPSS) score 1 day after operation, the healing of the surgical incision and the anastomotic leakage within 2 weeks after the operation were evaluated. Results The level of IL-6 in the intervention group was significantly lower than that in the observation group at 1 hour and 1 day after operation (both P<0.05). CRP showed significant difference between the two groups 2 days after operation (P=0.044). The white blood cell count in the intervention group was significantly less than that in the observation group 1 day and 3 days after operation (both P<0.05). There was no significant difference in lymphocyte or neutrophil count between the two groups 1 day after operation. There was no significant difference in the rate of non-grade A wound healing or the incidence of anastomotic leakage between the two groups within 2 weeks after operation. The pneumonia score of UPSS in the intervention group was lower than that in the observation group 1 day after operation (P=0.027). Conclusion The use of glucocorticoid before radical esophagectomy can reduce the systemic inflammatory reaction and improve the short-term postoperative pulmonary inflammation. At the same time, no adverse effect on the healing of surgical incision and anastomotic stoma is found, which has certain safety.
3.Artificial intelligence-assisted diagnosis and treatment system in prediction of benign or malignant lung nodules and infiltration degree
Mengkun CAO ; Jie JIANG ; Xiaolei ZHU ; Ning LI ; Jianweng WANG ; Junfeng LIN ; Hongming LIU ; Chengqing DENG ; Xiqian CAI ; Guojun GENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2021;28(03):283-287
Objective To evaluate the effectiveness of the artificial intelligence-assisted diagnosis and treatment system in distinguishing benign and malignant lung nodules and the infiltration degree. Methods Clinical data of 87 patients with pulmonary nodules admitted to the First Affiliated Hospital of Xiamen University from January 2019 to August 2020 were retrospectively analyzed, including 33 males aged 55.1±10.4 years, and 54 females aged 54.5±14.1 years. A total of 90 nodules were included, which were divided into a malignant tumor group (n=80) and a benign lesion group (n=10), and the malignant tumor group was subdivided into an invasive adenocarcinoma group (n=60) and a non-invasive adenocarcinoma group (n=20). The malignant probability and doubling time of each group were compared and its ability to predict the benign and malignant nodules and the invasion degree was analyzed. Results Between the malignant tumor group and the benign lesion group, the malignant probability was significantly different, and the malignant probability could better distinguish malignant nodules and benign lesions (87.2%±9.1% vs. 28.8%±29.0%, P=0.000). The area under the curve (AUC) was 0.949. The maximum diameter of nodules in the benign lesion group was significantly longer than that in the malignant tumor group (1.270±0.481 cm vs. 0.990±0.361 cm, P=0.026); the doubling time of benign lesions was significantly longer than that of malignant nodules (1 083.600±258.180 d vs. 527.025±173.176 d, P=0.000), and the AUC was 0.975. The maximum diameter of the nodule in the invasive adenocarcinoma group was longer than that of the non-invasive adenocarcinoma group (1.350±0.355 cm vs. 0.863±0.271 cm, P=0.000), and there was no statistical difference in the probability of malignancy between the invasive adenocarcinoma group and the non-invasive adenocarcinoma group (89.7%±5.7% vs. 86.4%±9.9%, P=0.082). The AUC was 0.630. The doubling time of the invasive adenocarcinoma group was significantly shorter than that of the non-invasive adenocarcinoma group (392.200±138.050 d vs. 571.967±160.633 d, P=0.000), and the AUC was 0.829. Conclusion The malignant probability and doubling time of lung nodules calculated by the artificial intelligence-assisted diagnosis and treatment system can be used in the assessment of the preoperative benign and malignant lung nodules and the infiltration degree.