1.Analysis of the application value of 18F-FDG PET-CT in differentiating physiological uptake in the endometrium from stage IA endometrial carcinoma
Chunli GAO ; Guangjie YANG ; Lin AN ; Ben LI ; Yanjun LYU ; Zhonghang ZHENG ; Yi ZHANG ; Zhenguang WANG
Chinese Journal of Oncology 2025;47(4):356-362
Objective:To investigate the uptake patterns of 18F-fluorodeoxy glucose ( 18F-FDG) in the endometrium using positron emission tomography (PET) imaging and to differentiate these from stage IA endometrial cancer. Methods:From September 2022 to April 2024, a prospective inclusion of 354 women without gynecological diseases and no hormone usage who underwent 18F-FDG PET-CT examinations at the affiliated hospital of Qingdao University were set as the physiological group, while a group containing 42 cases of Stage IA endometrial carcinoma was also set. The physiological group was divided into five groups based on the menstrual cycle: menstrual period, proliferative phase, ovulatory phase, secretory phase, and menopausal phase. The images were analyzed using visual and quantitative measurements; quantitative analysis indicators were standardized uptake value maximum (SUVmax) and the region of interest/liver ratio (R/L value). Receiver operating characteristic (ROCs) curve was used to determine the optimal cutoff values for SUVmax and R/L value. A clinical model was established using binary logistic regression, and ROC curves were drawn to evaluate the predictive performance of the model. Results:The uptake of 18F-FDG in the endometrium exhibited cyclical variations throughout different physiological phases, with higher uptakes observed during the menstrual and ovulation phases (SUVmax values of 6.66±3.26 and 3.89±1.21, respectively), which are significantly higher than those in the proliferative phase [median SUVmax of 2.54 (2.02, 3.47)], secretory phase (SUVmax of 2.55±0.86), and menopausal phase [SUVmax median of 2.04 (1.69, 2.29)]. During the menstrual and ovulation phases, the radiotracer accumulation patterns were triangular in 105 cases, oval in 32 cases, and round-like in 2 cases. All 42 cases of endometrial cancer showed 18F-FDG uptake, with radiotracer accumulation patterns being round-like in 17 cases, oval in 10 cases, triangular in 9 cases, and irregular in 6 cases. There were statistically significant differences in the shapes of radiotracer concentration between the menstrual, ovulatory periods, and endometrial carcinoma (both P<0.001). The SUVmax and R/L values in menstrual period and ovulatory period were significantly lower than that in endometrial carcinoma group ( P<0.001). During the menstrual phase, the optimal cutoff values for SUVmax and R/L in distinguishing between endometrial and endometrial cancer were 12.59 and 3.81, respectively, with corresponding AUCs of 0.885 and 0.842. After incorporating endometrial uptake morphology into the model, the AUCs was improved to 0.969 and 0.948, respectively. During the ovulatory phase, the optimal cutoff values for SUVmax and R/L were 5.96 and 2.85, respectively, with AUCs of 0.984 and 0.968. After integrating endometrial uptake morphology into the model, the AUCs were increased to 0.999 and 0.998, respectively. Conclusions:The 18F-FDG PET imaging of the endometrium shows higher uptake during the menstrual and ovulatory periods, primarily triangular in shape; endometrial carcinoma uptake is significantly higher than the physiological uptake during the menstrual and ovulatory periods, mainly in circular, oval, and irregular shapes. When SUVmax≥5.96, R/L≥2.85, combined with the physiological cycle of the subjects and the morphological characteristics of the radiotracer concentration, it is possible to effectively differentiate between physiological uptake and Stage IA endometrial carcinoma.
2.Establishment of animal models of rat abdominal wall with implantation of polypropylene mesh and mersi-lene tape and comparative study on their biomechanical properties and histocompatibility
Junlin GAO ; Guangjie YIN ; Chao MENG ; Chunlei XIU ; Liying HUANG ; Tian TIAN
The Journal of Practical Medicine 2025;41(10):1496-1501
Objective To establish animal models by implanting Gynemesh polypropylene mesh and Mersilene tape into the abdominal walls of rats,followed by conducting mechanical experiments and performing HE staining on abdominal wall tissues at 30 and 90 days post-implantation,respectively,in order to evaluate the biomechanical properties and histocompatibility of the two types of meshes.Methods The Gynemesh mesh and Mersilene tape were implanted into the abdominal wall of adult female rats(n=10)using W6977M polyester non-absorbable sutures and V-Loc absorbable sutures.The rats were randomly assigned to either a 30-day group or a 90-day group(n=5 per group)based on different experimental time points.Mechanical tests were conducted at these time points to evaluate the ultimate load required for avulsion of the meshes from the abdominal wall.Following the mechanical experiments,the tissues surrounding the meshes were harvested for hematoxylin and eosin(HE)staining.The inflammatory response,neovascularization,and fibroblast proliferation in the tissues were scored to compare the histocompatibility of the two types of meshes.Results(1)In the 30-day group,the ultimate load values were as follows:Gynemesh+6977(14.96±2.22)N,Gynemesh+V-Loc(12.73±1.11)N,Mersilene+6977(10.65±0.91)N,and Mersilene+V-Loc(8.70±1.18)N.No statistically significant difference was observed in the ultimate load between the Gynemesh+6977 and Gynemesh+V-Loc groups(P=0.12),whereas statistically significant differences were noted among the other groups(P<0.05).(2)In the 90-day group,the ultimate load values were as follows:Gynemesh+6977(18.97±0.59)N,Gynemesh+V-Loc(18.18±0.54)N,Mersilene+6977(13.87±0.67)N,and Mersilene+V-Loc(10.41±0.73)N.No statistically significant difference was observed in the ultimate load between the Gynemesh+6977 and Gynemesh+V-Loc groups(P=0.06),while statistically significant differences were noted among the other groups(P<0.05).(3)The ultimate load at 90 days for each group was significantly greater than that at 30 days,with statistically significant differences observed across all groups(P<0.05).(4)In the 30-day group,Gynemesh exhibited a lower inflammatory response compared to Mersilene tape(2.0±0.69 vs.3.10±0.71,P<0.05),with no statistically significant differences in neovascular-ization or fibroblast proliferation(2.37±0.61 vs.2.40±0.62,P=0.84;2.43±0.73 vs.2.63±0.67,P=0.27).In the 90-day group,Gynemesh demonstrated a lower inflammatory response score(1.10±0.66 vs.2.00±0.74,P<0.05),reduced fibroblast proliferation(2.87±0.68 vs.3.27±0.67,P<0.05),and no significant difference in neovascular proliferation(2.20±0.55 vs.2.13±0.68,P=0.68)compared to Mersilene tape.(5)The inflam-matory response for both mesh types was higher in the 30-day group compared to the 90-day group(Gynemesh group:2.0±0.69 vs.1.10±0.66,P<0.05;Mersilene group:3.13±0.73 vs.2.0±0.74,P<0.05).Additionally,the degree of fibroblast proliferation was lower in the 30-day group than in the 90-day group(Gynemesh group:2.43±0.73 vs.2.87±0.68,P<0.05;Mersilene group:2.63±0.67 vs.3.27±0.69,P<0.05).However,there was no statistically significant difference in neovascularization proliferation between the two groups(Gynemesh group:2.53±0.74 vs.2.47±0.74,P=0.81;Mersilene group:2.40±0.62 vs.2.13±0.68,P=0.12).Conclusion Compared with Mersilene tape,Gynemesh polypropylene mesh exhibits superior tensile strength and enhanced biocompatibility.
3.Establishment of animal models of rat abdominal wall with implantation of polypropylene mesh and mersi-lene tape and comparative study on their biomechanical properties and histocompatibility
Junlin GAO ; Guangjie YIN ; Chao MENG ; Chunlei XIU ; Liying HUANG ; Tian TIAN
The Journal of Practical Medicine 2025;41(10):1496-1501
Objective To establish animal models by implanting Gynemesh polypropylene mesh and Mersilene tape into the abdominal walls of rats,followed by conducting mechanical experiments and performing HE staining on abdominal wall tissues at 30 and 90 days post-implantation,respectively,in order to evaluate the biomechanical properties and histocompatibility of the two types of meshes.Methods The Gynemesh mesh and Mersilene tape were implanted into the abdominal wall of adult female rats(n=10)using W6977M polyester non-absorbable sutures and V-Loc absorbable sutures.The rats were randomly assigned to either a 30-day group or a 90-day group(n=5 per group)based on different experimental time points.Mechanical tests were conducted at these time points to evaluate the ultimate load required for avulsion of the meshes from the abdominal wall.Following the mechanical experiments,the tissues surrounding the meshes were harvested for hematoxylin and eosin(HE)staining.The inflammatory response,neovascularization,and fibroblast proliferation in the tissues were scored to compare the histocompatibility of the two types of meshes.Results(1)In the 30-day group,the ultimate load values were as follows:Gynemesh+6977(14.96±2.22)N,Gynemesh+V-Loc(12.73±1.11)N,Mersilene+6977(10.65±0.91)N,and Mersilene+V-Loc(8.70±1.18)N.No statistically significant difference was observed in the ultimate load between the Gynemesh+6977 and Gynemesh+V-Loc groups(P=0.12),whereas statistically significant differences were noted among the other groups(P<0.05).(2)In the 90-day group,the ultimate load values were as follows:Gynemesh+6977(18.97±0.59)N,Gynemesh+V-Loc(18.18±0.54)N,Mersilene+6977(13.87±0.67)N,and Mersilene+V-Loc(10.41±0.73)N.No statistically significant difference was observed in the ultimate load between the Gynemesh+6977 and Gynemesh+V-Loc groups(P=0.06),while statistically significant differences were noted among the other groups(P<0.05).(3)The ultimate load at 90 days for each group was significantly greater than that at 30 days,with statistically significant differences observed across all groups(P<0.05).(4)In the 30-day group,Gynemesh exhibited a lower inflammatory response compared to Mersilene tape(2.0±0.69 vs.3.10±0.71,P<0.05),with no statistically significant differences in neovascular-ization or fibroblast proliferation(2.37±0.61 vs.2.40±0.62,P=0.84;2.43±0.73 vs.2.63±0.67,P=0.27).In the 90-day group,Gynemesh demonstrated a lower inflammatory response score(1.10±0.66 vs.2.00±0.74,P<0.05),reduced fibroblast proliferation(2.87±0.68 vs.3.27±0.67,P<0.05),and no significant difference in neovascular proliferation(2.20±0.55 vs.2.13±0.68,P=0.68)compared to Mersilene tape.(5)The inflam-matory response for both mesh types was higher in the 30-day group compared to the 90-day group(Gynemesh group:2.0±0.69 vs.1.10±0.66,P<0.05;Mersilene group:3.13±0.73 vs.2.0±0.74,P<0.05).Additionally,the degree of fibroblast proliferation was lower in the 30-day group than in the 90-day group(Gynemesh group:2.43±0.73 vs.2.87±0.68,P<0.05;Mersilene group:2.63±0.67 vs.3.27±0.69,P<0.05).However,there was no statistically significant difference in neovascularization proliferation between the two groups(Gynemesh group:2.53±0.74 vs.2.47±0.74,P=0.81;Mersilene group:2.40±0.62 vs.2.13±0.68,P=0.12).Conclusion Compared with Mersilene tape,Gynemesh polypropylene mesh exhibits superior tensile strength and enhanced biocompatibility.
4.Analysis of the application value of 18F-FDG PET-CT in differentiating physiological uptake in the endometrium from stage IA endometrial carcinoma
Chunli GAO ; Guangjie YANG ; Lin AN ; Ben LI ; Yanjun LYU ; Zhonghang ZHENG ; Yi ZHANG ; Zhenguang WANG
Chinese Journal of Oncology 2025;47(4):356-362
Objective:To investigate the uptake patterns of 18F-fluorodeoxy glucose ( 18F-FDG) in the endometrium using positron emission tomography (PET) imaging and to differentiate these from stage IA endometrial cancer. Methods:From September 2022 to April 2024, a prospective inclusion of 354 women without gynecological diseases and no hormone usage who underwent 18F-FDG PET-CT examinations at the affiliated hospital of Qingdao University were set as the physiological group, while a group containing 42 cases of Stage IA endometrial carcinoma was also set. The physiological group was divided into five groups based on the menstrual cycle: menstrual period, proliferative phase, ovulatory phase, secretory phase, and menopausal phase. The images were analyzed using visual and quantitative measurements; quantitative analysis indicators were standardized uptake value maximum (SUVmax) and the region of interest/liver ratio (R/L value). Receiver operating characteristic (ROCs) curve was used to determine the optimal cutoff values for SUVmax and R/L value. A clinical model was established using binary logistic regression, and ROC curves were drawn to evaluate the predictive performance of the model. Results:The uptake of 18F-FDG in the endometrium exhibited cyclical variations throughout different physiological phases, with higher uptakes observed during the menstrual and ovulation phases (SUVmax values of 6.66±3.26 and 3.89±1.21, respectively), which are significantly higher than those in the proliferative phase [median SUVmax of 2.54 (2.02, 3.47)], secretory phase (SUVmax of 2.55±0.86), and menopausal phase [SUVmax median of 2.04 (1.69, 2.29)]. During the menstrual and ovulation phases, the radiotracer accumulation patterns were triangular in 105 cases, oval in 32 cases, and round-like in 2 cases. All 42 cases of endometrial cancer showed 18F-FDG uptake, with radiotracer accumulation patterns being round-like in 17 cases, oval in 10 cases, triangular in 9 cases, and irregular in 6 cases. There were statistically significant differences in the shapes of radiotracer concentration between the menstrual, ovulatory periods, and endometrial carcinoma (both P<0.001). The SUVmax and R/L values in menstrual period and ovulatory period were significantly lower than that in endometrial carcinoma group ( P<0.001). During the menstrual phase, the optimal cutoff values for SUVmax and R/L in distinguishing between endometrial and endometrial cancer were 12.59 and 3.81, respectively, with corresponding AUCs of 0.885 and 0.842. After incorporating endometrial uptake morphology into the model, the AUCs was improved to 0.969 and 0.948, respectively. During the ovulatory phase, the optimal cutoff values for SUVmax and R/L were 5.96 and 2.85, respectively, with AUCs of 0.984 and 0.968. After integrating endometrial uptake morphology into the model, the AUCs were increased to 0.999 and 0.998, respectively. Conclusions:The 18F-FDG PET imaging of the endometrium shows higher uptake during the menstrual and ovulatory periods, primarily triangular in shape; endometrial carcinoma uptake is significantly higher than the physiological uptake during the menstrual and ovulatory periods, mainly in circular, oval, and irregular shapes. When SUVmax≥5.96, R/L≥2.85, combined with the physiological cycle of the subjects and the morphological characteristics of the radiotracer concentration, it is possible to effectively differentiate between physiological uptake and Stage IA endometrial carcinoma.
5.Exploring the factors affecting music-related quality of life in post-lingual deaf adults with cochlear implants
Ye YANG ; Xiaoyun QIAN ; Liguo GENG ; Yaofeng JIANG ; Junyan GAO ; Li HUANG ; Ao LI ; Ning ZHAO ; Yuqin XU ; Guangjie ZHU ; Xia GAO
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2024;59(1):27-33
Objective:To observe the feelings of listening to music and the importance of music in the daily life of post-lingual deaf adults with cochlear implants, and to explore the relevant influencing factors.Methods:This was a cross-sectional survey study. From January 2021 to August 2021,the Music-Related Quality of Life Scale was used to evaluate the music needs and music experiences of 63 post-lingual deaf adults who met the inclusion criteria, including 27 males and 36 females, aged (40.7±12.3) years, at the time of surgery (36.8±13.1) years, and with a preoperative hearing aid ineffective time of (3.9±5.8) years. Indicators analyzed included age, duration of ineffective preoperative hearing aid wear, preoperative music preference, duration of postoperative cochlear implant use, current hearing aid modality, and auditory rehabilitation outcomes. Whether the six factors mentioned above constituted an influence on the subjects′ music listening was investigated using SPSS 25.0 statistical software.Results:All of the observations in the scale were correlated with a single factor. The two sub-dimensions of music experience section were related to the effect of auditory rehabilitation. In the importance section, the effect of auditory rehabilitation was the influential factor of the dimension of "participation importance", and the preoperative enjoyment of music was the relevant influential factor of the dimension of "perceived importance". There was a significant difference between the groups when they were grouped by the above factors ( P value<0.05), while there was no statistically significance between the groups when they were grouped by other factors ( P value>0.05). Conclusions:Post-lingual deaf adults show the need and attempt to listen to music after cochlear implantation. The effectiveness of auditory rehabilitation and the degree of music preference preoperatively are two important factors that influence music listening in implant recipients. Once the level of auditory communication has been restored to a certain degree, it is important to pay more attention to the needs of music for implant recipients and train them in time, especially for those with music preferences preoperatively.
6.Strategies and Recommendations for the Development of Clinical Machine Learning Predictive Models
Zhengyao HOU ; Jinqi LI ; Yong YANG ; Mengting LI ; Hao SHEN ; Huan CHANG ; Xinyu LIU ; Bo DENG ; Guangjie GAO ; Yalin WEN ; Shiyue LIANG ; Yanqiu YU ; Shundong LEI ; Xingwei WU
Herald of Medicine 2024;43(12):2048-2056
Objective To propose strategies for developing clinical predictive models,aiming to assist researchers in conducting standardized clinical prediction model studies.Methods Literature review was conducted to summarize the operational steps and content for developing clinical predictive models.Then,a methodological framework was summarized and refined through expert consultation.Results The 11-step methodological framework for developing clinical predictive models was obtained by synthesizing the experience of 456 clinical predictive modeling studies and expert consultation,and the details were analyzed and elaborated.Conclusions This study presents methodological strategies and recommendations for the development of clinical predictive models,intended to serve as a guide for researchers.
7.κ-opioid receptor agonist U50488H alleviates acute lung injury induced by cardiopulmonary bypass rats by regulating macrophage polarization
Journal of Clinical Medicine in Practice 2024;28(6):46-50
Objective To investigate whether κ-opioid receptor (KOR) agonist U50488H alleviates acute lung injury (ALI) induced by cardiopulmonary bypass (CPB) in rats by regulating macrophage polarization. Methods Twenty-four adult male clean grade SD rats (weight of 50 to 450 g) were randomly divided into Sham group (sham surgery), CPB group (CPB), and U50488H group (KOR agonist+CPB), with 8 rats in each group. The U50488H group was intravenously injected with 1.5 mg/kg of U50488H 30 minutes before CPB. Arterial blood gas analysis was performed at 0, 1 hour and 2 hours after CPB to calculate the alveolar-arterial oxygen gradient (A-aDO2) and respiratory index (RI). Rats of all three groups were euthanized 2 hours after CPB cessation, and the entire right lower lobe of the lung was excised. The extravascular lung water (EVLW) was measured using the gravimetric method, and lung tissue morphology changes were observed through hematoxylin-eosin (HE) staining. Enzyme-linked immunosorbent assay (ELISA) was used to detect the levels of plasma lipopolysaccharide (LPS), tumor necrosis factor-α (TNF-α), interleukin-6 (IL-6) and interleukin-4 (IL-4). Immunofluorescence was used to measure the levels of iNOS and CD206 in the lung tissue of rats. Results Compared to the Sham group, the CPB group of rats showed significant increases in extravascular lung water (EVLW) and levels of TNF-α, plasma IL-6 and lung tissue iNOS expression, as well as significant decreases in plasma IL-4 levels and lung tissue CD206 expression (
8.Value of noninvasive echocardiographic indicators in predicting pulmonary vascular resistance in chronic thromboembolic pulmonary hypertension
Yanan ZHAI ; Aili LI ; Wanmu XIE ; Qiang HUANG ; Qian GAO ; Yu ZHANG ; Aihong CHEN ; Guangjie LYU ; Jieping LEI ; Zhenguo ZHAI
Chinese Journal of Ultrasonography 2024;33(2):134-141
Objective:To investigate the values of two-dimensional and three-dimensional echocardiographic parameters in predicting pulmonary vascular resistance (PVR) in chronic pulmonary thromboembolic pulmonary hypertension (CTEPH).Methods:A total of 141 patients diagnosed with CTEPH in China-Japan Friendship Hospital from November 2015 to December 2022 were included. Two-dimensional echocardiographic indicators reflecting PVR were constructed according to the calculation formula of PVR: echocardiographic estimated systolic pulmonary artery pressure (sPAP Echo)/left ventricular end-diastolic diameter (LVIDd), echocardiographic estimated mean pulmonary artery pressure (mPAP Echo)/LVIDd. sPAP Echo/left ventricular end-diastolic volume (LVEDV), sPAP Echo/left ventricular cardiac output (LVCO) were measured by three-dimensional echocardiography. The correlations between two-dimensional and three-dimensional echocardiographic ratios and invasive PVR were then analyzed using the Spearman correlation method. Using receiver operating characteristic curve analysis, cut-off values for the ratios were generated to identify patients with PVR>1 000 dyn·s -1·cm -5. Pre- and postoperative hemodynamics and echocardiographic data were analyzed, as well as the correlation between the reduction rate of the echocardiographic index and PVR in 54 patients who underwent pulmonary endarterectomy (PEA). Results:sPAP Echo/LVIDd, sPAP Echo/LVEDV and sPAP Echo/LVCO were moderately correlated with PVR( rs=0.62, 0.52, 0.63, both P<0.001). The ratio of sPAP Echo to LVEDV, when greater than or equal to 1.41, had a sensitivity of 0.800 and a specificity of 0.930 for determining PVR >1 000 dyn·s -1·cm -5 (AUC=0.860, P<0.001). Similarly, the ratio of sPAP Echo to LVIDd, when greater than or equal to 2.14, had a sensitivity of 0.647 and a specificity of 0.861 for determining PVR >1000 dyn·s -1·cm -5 (AUC=0.830, P<0.001). The sPAP Echo/LVIDd and mPAP Echo/LVIDd significantly decreased after PEA (both P<0.001). The sPAP Echo/LVIDd and mPAP Echo/LVIDd reduction rate (ΔsPAP Echo/LVIDd and ΔmPAP Echo/LVIDd) were significantly correlated with PVR reduction rate (ΔPVR), respectively ( rs=0.61, 0.63, both P<0.05). Conclusions:Two-dimensional ratio sPAP Echo/LVIDd and three-dimensional ratio sPAP Echo/LVEDV can be used to noninvasively estimate PVR in CTEPH patients. The conventional ratio sPAP Echo/LVIDd is convenient and reproducibly suitable for monitoring the improvement of PVR before and after treatment, and its ratio of 2.14 can predict the significant increase of PVR in CTEPH patients (>1 000 dyn·s -1·cm -5).
9.Prediction of tumor spread through air spaces of stage Ⅰ lung adenocarcinoma by 18F-FDG PET/CT imaging signs combined with metabolic parameters
Zhaisong GAO ; Guangjie YANG ; Yuhui SUN ; Mingyu HOU ; Lianshuang XIA ; Xiaoxu LI ; Ju ZHANG ; Zhenguang WANG
Chinese Journal of Nuclear Medicine and Molecular Imaging 2023;43(10):577-582
Objective:To investigate the value of 18F-FDG PET/CT imaging signs and metabolic parameters in predicting tumor spread through air spaces (STAS) of stage Ⅰ lung adenocarcinoma. Methods:From January 2019 to December 2021, clinical, imaging and metabolic parameters of 381 patients (126 males, 255 females, age (61.2±9.2) years) with stage Ⅰ lung adenocarcinoma were retrospectively analyzed in the Affiliated Hospital of Qingdao University. According to the postoperative pathological results, patients were divided into STAS positive group and STAS negative group. According to the operation time, patients were divided into training set ( n=254) and verification set ( n=127). χ2 test or Mann-Whitney U test was used to compare the differences of different parameters between patients with STAS positive and negative, and binary logistic regression analysis was used to select the predictors of STAS status. The prediction model was established, and ROC curve was used to evaluate the predictive efficacy. Results:There were 49(19.3%, 49/254) patients with STAS positive and 205(80.7%, 205/254) patients with STAS negative in the training set, while those were 35(27.6%, 35/127) and 92(72.4%, 92/127) in the verification set. In the training set, the differences of age ( z=-2.30, P=0.021), type of lesions ( χ2=6.81, P=0.009), spiculation ( χ2=12.64, P<0.001), bronchus truncation ( χ2=6.98, P=0.008), ground glass ribbon sign ( χ2=26.93, P<0.001) and SUV max ( z=-4.62, P<0.001) between the two groups were statistically significant. Multivariate logistic regression analysis showed that age (odds ratio ( OR)=1.048, 95% CI: 1.004-1.094, P=0.032), ground glass ribbon sign ( OR=3.857, 95% CI: 1.693-8.788, P=0.001) and SUV max ( OR=1.133, 95% CI: 1.001-1.282, P=0.049) were independent predictors of STAS status in stage Ⅰ lung adenocarcinoma patients. The logistic regression model was P=1/(1+ e - x), x=-5.292+ 0.480×age (year)+ 1.493×ground glass ribbon sign+ 0.170×SUV max. The AUCs of the model in the training set and verification set were 0.770 and 0.801, with the sensitivity of 81.6%(40/49) and 82.9%(29/35), and the specificity of 69.8%(143/205) and 65.2%(60/92), respectively. Conclusion:Age, ground glass ribbon sign and SUV max have good predictive effects on the occurrence of STAS in stage Ⅰ lung adenocarcinoma.
10.Investigation on mental health of residents and specialists during the COVID-19 outbreak
Qingqi ZENG ; Jianliu WANG ; Jing LIU ; Guangjie WANG ; Jie GAO
Chinese Journal of Medical Education Research 2022;21(12):1756-1760
Objective:To understand the mental health of residents and specialists during the COVID-19 outbreak and provide references for improving their mental health.Methods:An online questionnaire survey was conducted, using the Generalized Anxiety Disorder Scale and the Patient Health Questionnaire Depression Rating Scale, to evaluate the mental health of 302 residents and specialists in a top general hospital. SPSS 23.0 was used to perform t-test on the relevant data. Results:Among them, 32.5% (98/302) and 49.7% (150/302) of those physicians showed varying degrees of anxiety disorder and depression, of which 6.3% (19/302) and 18.6% (56/302) were moderate or higher anxiety and depression. After they were grouped according to work fatigue scores (boundary as 60 points), risk degree of infection with the COVID-19, frequency of duty, and sleep time (boundary as 7 h), there were statistically differences in the physician self-evaluation rates of anxiety and depression between the two groups ( P<0.05). After controlling the above variables, Logistic regression results showed that the physicians with high risk of infection with the COVID-19 were more likely to show anxiety ( OR=2.142, 95%CI=1.170-3.922) and depression ( OR=2.038, 95%CI=1.185-3.505) than those with low-risk. Conclusion:In the context of the COVID-19 outbreak, residents and specialists, especially those with high risk of infection with the COVID-19, show severe mental health problems such as anxiety disorders and depression, which requires special attention and support.


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