1.Invasiveness assessment by CT quantitative and qualitative features of lung cancers manifesting ground-glass nodules in 555 patients: A retrospective cohort study
Yantao YANG ; Wei WANG ; Yichen YANG ; Biying WANG ; Huilian HU ; Ziqi JIANG ; Dezhong CAI ; Yaowu DUAN ; Jiezhi JIANG ; Jia LUO ; Guangqiang ZHAO ; Yunchao HUANG ; Lianhua YE
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(01):51-58
Objective To explore the correlation between the quantitative and qualitative features of CT images and the invasiveness of pulmonary ground-glass nodules, providing reference value for preoperative planning of patients with ground-glass nodules. Methods The patients with ground-glass nodules who underwent surgical treatment and were diagnosed with pulmonary adenocarcinoma from September 2020 to July 2022 at the Third Affiliated Hospital of Kunming Medical University were collected. Based on the pathological diagnosis results, they were divided into two groups: a non-invasive adenocarcinoma group with in situ and minimally invasive adenocarcinoma, and an invasive adenocarcinoma group. Imaging features were collected, and a univariate logistic regression analysis was conducted on the clinical and imaging data of the patients. Variables with statistical difference were selected for multivariate logistic regression analysis to establish a predictive model of invasive adenocarcinoma based on independent risk factors. Finally, the sensitivity and specificity were calculated based on the Youden index. Results A total of 555 patients were collected. The were 310 patients in the non-invasive adenocarcinoma group, including 235 females and 75 males, with a meadian age of 49 (43, 58) years, and 245 patients in the invasive adenocarcinoma group, including 163 females and 82 males, with a meadian age of 53 (46, 61) years. The binary logistic regression analysis showed that the maximum diameter (OR=4.707, 95%CI 2.060 to 10.758), consolidation/tumor ratio (CTR, OR=1.027, 95%CI 1.011 to 1.043), maximum CT value (OR=1.025, 95%CI 1.004 to 1.047), mean CT value (OR=1.035, 95%CI 1.008 to 1.063), spiculation sign (OR=2.055, 95%CI 1.148 to 3.679), and vascular convergence sign (OR=2.508, 95%CI 1.345 to 4.676) were independent risk factors for the occurrence of invasive adenocarcinoma (P<0.05). Based on the independent predictive factors, a predictive model of invasive adenocarcinoma was constructed. The formula for the model prediction was: Logit(P)=–1.293+1.549×maximum diameter of lesion+0.026×CTR+0.025×maximum CT value+0.034×mean CT value+0.72×spiculation sign+0.919×vascular convergence sign. The area under the receiver operating characteristic curve of the model was 0.910 (95%CI 0.885 to 0.934), indicating that the model had good discrimination ability. The calibration curve showed that the predictive model had good calibration, and the decision analysis curve showed that the model had good clinical utility. Conclusion The predictive model combining quantitative and qualitative features of CT has a good predictive ability for the invasiveness of ground-glass nodules. Its predictive performance is higher than any single indicator.
2.Evidence-based guidelines for food allergy of children in China
Wei ZHOU ; Jing ZHAO ; Huilian CHE ; Jianguo HONG ; Li HONG ; Hong LI ; Zailing LI ; Juan MENG ; Li SHA ; Jie SHAO ; Kunling SHEN ; Lianglu WANG ; Li XIANG ; Huan XING ; Sainan BIAN ; Nannan JIANG ; Hong JING ; Ling LIU ; Pengxiang ZHOU ; Weiwei ZHU
Chinese Journal of Applied Clinical Pediatrics 2022;37(8):572-583
The diagnosis of food allergy in children is one hotspot attracting people′s attention in recent years.The incidence of it shows an increasing trend which exposes problems in the understanding of children′s food allergy in China, especially in the misdiagnosis and missed diagnosis.To further standardize the diagnosis and treatment of food allergy in children, based on the current domestic, foreign guidelines and relevant research evidence, the guideline recommends 16 clinical hot-button issues in the 4 aspects of diagnosis, treatment, prognosis, and prevention.Finally, a diagnosis flowchart has been formulated.The guideline aims to improve the standard diagnosis and treatment of food allergies in children in China.
3.Application value of artificial intelligence model based on deep learning in Breast Ultrasound Imaging Reporting and Data System: breast nodules classification
Minghui LYU ; Hongtao JI ; Conggui GAN ; Teng MA ; Wei REN ; Shuai ZHOU ; Yun CHENG ; Huilian HUANG ; Mingchang ZHAO ; Qiang ZHU
Cancer Research and Clinic 2022;34(6):401-407
Objective:To explore the application value of artificial intelligence (AI) model based on deep learning in breast nodules classification of Breast Imaging Reporting and Data System of ultrasound (BI-RADS-US).Methods:The ultrasound images of 2 426 breast nodules from 1 558 female patients with breast diseases at Beijing Tongren Hospital, Capital Medical University between December 2006 and December 2019 were collected . The image data sets were divided into training (63%), verification (7%), and test (30%) subsets for the construction of AI model. The diagnostic efficiencies of AI model, doctors' arbitration results and doctors' diagnosis with or without AI model assistance were analyzed by using receiver operating characteristic (ROC) curve. The Cohen weighted Kappa statistic was used to compare the consistency of BI-RADS-US classification among 5 ultrasound doctors' diagnosis with or without AI model assistance. And the changes of BI-RADS-US classification were analyzed before and after each doctor adopted AI model assistance.Results:The differences in diagnostic efficiencies of AI model, doctors' arbitration results and doctors' diagnosis with or without AI model assistance were statistically significant (all P > 0.05). The consistency among 5 ultrasound doctors was improved due to AI model assistance and Kappa value was increased from 0.433 (category 3), 0.600 (category 4a), 0.614 (category 4b), 0.570 (category 4c) and 0.495 (category 5) to 0.812, 0.704, 0.823, 0.690 and 0.509 (all P < 0.05), respectively. The upgrade and downgrade of BI-RADS-US classification occurred in 5 doctors after the classification of AI model assistance. Downgrade from category 4 to 3 in benign nodules of 56.6% (47/76) and upgrade from category 4 to 5 in malignant nodules of 69.4% (34/49) were mostly observed. Conclusions:AI-assisted BI-RADS-US classification can effectively improve the consistency of classification among the doctors without reducing the diagnostic efficiency. AI model shows clinical values in reducing unnecessary biopsy of partial benign lesions and increasing diagnostic accuracy of partial malignant lesions through the adjustment of breast nodule classification.
4.Basic information on radiological health technical service institutions in Shaanxi Province, China
Zhigang JI ; Tianlai LI ; Yi XU ; Huilian YU ; Xianfeng ZHAO ; Yao WANG ; Wubin WANG ; Yanpeng TIAN
Chinese Journal of Radiological Health 2022;31(5):558-563
Objective To understand the basic information on radiological health technical service institutions in Shaanxi Province, China and analyze the main problems, and to strengthen the capacity building of radiological health technical service institutions in Shaanxi Province. Methods The radiological health technical service institutions registered in Shaanxi Province were investigated and analyzed by means of a questionnaire and literature review. Results There were 20 radiological health technical service institutions in Shaanxi Province, including 7 state-owned ones and 13 privately owned ones; of all the institutions, there were 3 disease control institutions, and 15 institutions obtaining the qualification of radiation protection evaluation, radiation health protection testing, and individual dose monitoring at the same time. The total number of radiation workers in the institution was 237, including 48.5% aged less than 35, 68.8% with bachelor degree or above, 54.4% with intermediate professional title or above, 26.5% with a major related to radiation protection, and 79.3% with national and provincial training. The institutions were equipped with 309 testing instruments, of which the radiation diagnostic performance testing equipment accounted for the largest proportion (52.4%). Conclusion The service scope and capacity of radiological health technical service institutions in Shaanxi Province can meet the current needs of the province, but the institutions need to be improved in terms of personnel, equipment, and service quality. The quality control of institutions needs to be strengthened to standardize the service behavior in the whole province.
5.A comparison of binocular and monocular surgery on the effect of eye-covering pretreatment on emergence delirium after general anesthesia in pre-school aged children
Peifang DONG ; Huilian CHEN ; Yuntao WU ; Shuihua LU ; Danni QIAO ; Shaohong QU ; Di ZHAO
Chinese Journal of Practical Nursing 2022;38(25):1967-1973
Objective:To evaluate the effect of eye-covering pretreatment on acute delirium in ophthalmology preschool-age children who underwent binocular and monocular surgery by general anesthesia.Methods:The 300 preschool-age children who underwent general anesthesia of elective ophthalmic surgery in the Second Affiliated Hospital, Zhejiang University School of Medicine, from August 2019 to February 2021 were selected as the research object. They were divided into control group and blindfold group with 150 cases each by random number-table. Children in the control group received regular education on cartoon animation videos before surgery; children in the blindfold group received eye-covering pretreatment on the basis of cartoon animation videos(monocular surgery with monocular cover, binocular surgery with binocular cover). The Modified Yale Preoperative Anxiety Scale (m-YPAS) , the Nursing Delirium Screening Scale(NU-DESC), the incidence rate of delirium and the score of postoperative nursing difficulty were compared between two groups.Results:The 271 cases were completed in this study, including 129 cases(monocular surgery 66 cases, binocular surgery 63 cases) in the blindfold group and 142 cases (monocular surgery 73 cases, binocular surgery 69 cases) in the control group. The preoperative m-YPAS score, the postoperative NU-DESC score, the incidence rate of acute delirium and postoperative nursing care difficulty score of monocular surgery in the blindfold group , monocular surgery was (40.28 ± 15.02) points, 1.00 (0.00, 2.00) points, 27.3%(18/66), 1.00 (1.00, 2.00) points,and binocular surgery was (41.69 ± 16.35) points, 1.00 (0.00, 2.00), 39.7%(25/63), 1.00(1.00, 2.00); in the control group, monocular surgery was (46.28 ± 15.76) points, 2.00 (1.00, 3.00) points, 67.1% (49/73), 2.00 (1.00, 3.00) points, and binocular surgery was (47.77 ± 14.82) points, 3.00 (2.00, 4.00) points, 82.6% (57/69) and 2.00 (1.50, 3.00) points respectively. The difference between the two groups was statistically significant ( t= -2.29, -2.24, Z values were -5.74 - -2.95, χ2= 32.94, 25.78, all P<0.05). The preoperative m-YPAS score, the postoperative NU-DESC score, the incidence rate of acute delirium and postoperative nursing care difficulty score of monocular surgery patients in the blindfold group had no significantly statistical difference with that of binocular surgery patient (all P>0.05) . Conclusions:Monocular/ binocular eye-covering pretreatment can effectively decrease the preoperative m-YPAS score, the postoperative NU-DESC score, incidence rate of acute delirium and the postoperative nursing care difficulty in preschool-age children who underwent general anesthesia both monocular or binocular surgery. There was no difference in the application effect of monocular or binocular surgery.
6.A survey of current situation of nurses in 52 hospitals in China on mastery of knowledge about skin injury in the elderly based on the background of mixed-mode homogenization training
Qixia JIANG ; Dongmei ZHU ; Wei WEI ; Yuxuan BAI ; Ying LI ; Yingying ZHAN ; Jing WANG ; Yajuan WENG ; Yumei LI ; Guangyang WANG ; Zujing WANG ; Haihua GUO ; Defeng CHEN ; Ping YU ; Wei DOU ; Suling SHI ; Jianxi PANG ; Rui CHEN ; Qiuying HAN ; Yue'e ZHOU ; Lianqun WANG ; Fangfang XU ; Haiyan YANG ; Fang MA ; Huijuan SUO ; Xiangyun LIU ; Xiujuan YU ; Yunxia LUO ; Min WANG ; Huilian ZHAO ; Ying SUN ; Kaiwen WANG
Chinese Journal of Modern Nursing 2022;28(10):1337-1341
Objective:To understand the current situation of nurses in 52 hospitals in China on mastery of knowledge about skin injury in the elderly based on the background of mixed-mode homogenization training.Methods:Using the convenient sampling method, a total of 1 067 nurses from 52 hospitals in China were selected as the research objects in January 2021. A self-designed questionnaire on knowledge of skin injury in the elderly was used to investigate the nurses through the questionnaire star and univariate analysis was used to analyze the influencing factors. A total of 1 067 questionnaires were distributed and 1 067 valid questionnaires were recovered, and the effective recovery rate was 100%.Results:The knowledge scores of pressure injury, incontinence-associated dermatitis, skin tear and xerosis cutis among 1067 nurses were (95.66±7.37) , (95.65±9.15) , (91.37±15.45) and (87.67±15.91) , respectively. The results of univariate analysis showed that hospital grade was the influencing factor of nurses' knowledge score of pressure injury, skin tear and incontinence-associated dermatitis ( P<0.05) , educational background was the influencing factor of nurses' knowledge score of skin tear ( P<0.05) , professional title was the influencing factor of nurses' knowledge scores of pressure injury, incontinence-associated dermatitis and xerosis cutis ( P<0.05) . Conclusions:Hospitals at all levels need to strengthen the theoretical and practical knowledge training for nurses on skin xerosis and skin tear in the elderly, especially for nurses with primary titles and lower education in grassroots hospitals.
7.Ginsenoside 20(S)-Rg3 upregulates tumor suppressor VHL gene expression by suppressing DNMT3A-mediated promoter methylation in ovarian cancer cells.
Lijie WANG ; Xi HAN ; Xia ZHENG ; Yuanyuan ZHOU ; Huilian HOU ; Wei CHEN ; Xu LI ; Le ZHAO
Journal of Southern Medical University 2021;41(1):100-106
OBJECTIVE:
To explore the mechanism by which ginsenoside 20(S)-Rg3 upregulates the expression of tumor suppressor von Hippel-Lindau (VHL) gene in ovarian cancer cells.
METHODS:
Ovarian cancer cell line SKOV3 treated with 20(S)-Rg3 were examined for mRNA and protein levels of VHL, DNMT1, DNMT3A and DNMT3B by real-time PCR and Western blotting, respectively. The changes in VHL mRNA expression in SKOV3 cells in response to treatment with 5-Aza-CdR, a DNA methyltransferase inhibitor, were detected using real-time PCR. VHL gene promoter methylation was examined with methylation-specific PCR and VHL expression levels were determined with real-time PCR and Western blotting in non-treated or 20(S)-Rg3-treated SKOV3 cells and in 20(S)-Rg3-treated DNMT3A-overexpressing SKOV3 cells. VHL and DNMT3A protein levels were detected by immunohistochemistry in subcutaneous SKOV3 cell xenografts in nude mice.
RESULTS:
Treatment of SKOV3 cells with 20(S)-Rg3 significantly upregulated VHL and downregulated DNMT3A expressions at both the mRNA and protein levels (
CONCLUSIONS
Ginsenoside 20(S)-Rg3 upregulates VHL expression in ovarian cancer cells by suppressing DNMT3A-mediated DNA methylation.
Animals
;
Cell Line, Tumor
;
DNA Methylation
;
Female
;
Gene Expression
;
Ginsenosides/pharmacology*
;
Humans
;
Mice
;
Mice, Nude
;
Ovarian Neoplasms/genetics*
;
Promoter Regions, Genetic
;
Von Hippel-Lindau Tumor Suppressor Protein/genetics*
8.Multi-center investigation and the relative factors of the clinical nurse occupational low back pain
Limei TANG ; Wenjie NING ; Huilian SUN ; Zhao ZHANG ; Suzhai TIAN
Chinese Journal of Modern Nursing 2018;24(27):3292-3295
Objective To understand the present situation of occupational low back pain of clinical nurses, and analyze its influence factors.Methods A questionnaire survey was conducted among 1300 clinical nurses from 7 Class Ⅲ Grade A general hospitals in 5 provincial capital cities, in the region of north China, central China, southern China, southwest and northwest, from April to December 2016. The survey tools included general demographic characteristics questionnaire, Visual Analogue Scale (VAS) and Chinese version of Fear-Avoidance Belief Questionnaire (FABQ-CHI). A total of 1300 questionnaires were distributed, and 1279 valid were collected. SPSS 21.0 was applied for statistical analysis.Results In the 1279 nurses, 115 (8.99%) had no low back pain, and 1164 (91.01%) was positive. The majority of nurses suffered with mild pain, account for 64.69%. The average score of FABQ-CHI in negative nurses was (50.11±17.5), and that in positive nurses was (55.24±8.2), the difference was statistically significant (t=14.56,P< 0.001). Univariate analysis showed that there were significant differences in VAS scores among nurses of different ages, marital status, fertility status, professional titles, working years, and whether or not they participated in training (P<0.01). Multivariate analysis showed that age (OR=1.40) and professional title (OR=1.84) were the influencing factors of low back pain.Conclusions The incidence of occupational low back pain in nurses is high, and it is related to individual factors, work related factors and psychological factors. It is suggested that great attention should be paid to the popularization of knowledge on prevention and treatment of low back pain and the training of occupational protection skills for clinical nurses. Especially, we should pay attention to the correlation between psychological factors and nurses' occupational low back pain, gradually improve the working environment and bad living habits of nurses, reduce the occurrence of low back pain, and improve the job satisfaction of clinical nurses.
9.Extraction Technology Optimization for Organic Acids in Crataegi Fructus by Central Composite De-sign-response Surface Method
Keyuan XIONG ; Danna WAN ; Feng SHAO ; Haiping ZHAO ; Ronghua LIU ; Huilian HUANG ; Ming YANG
China Pharmacy 2017;28(16):2241-2243
OBJECTIVE:To optimize the extraction technology for organic acids in Crataegi fructus. METHODS:Based on sin-gle factor test,using liquid-solid ratio,extraction time and ethanol volume fraction as independent variables,extraction yield of or-ganic acids as dependent variable,central composite design-response surface method was used to optimize the extraction technology of organic acids in Crataegi fructus. RESULTS:The optimal extraction technology was as follow as liquid-solid ratio of 18.5:1, adding 75% ethanol,reflux extraction twice,2.0 h each time. Average extraction yield of organic acids in verification test was 5.22%(RSD=2.70%,n=3),with 1.75% relative error of the predicted value(5.13%). CONCLUSIONS:Optimized extraction technology for organic acids in Crataegi fructus is simple,with good reproducibility and predictability.
10.Sonographic appearance immunoglobulin G4-related submandibular gland disease in adult patients
Huilian HUANG ; Juan LIU ; Xudan CUI ; Qiang ZHU ; Hanxue ZHAO
International Journal of Biomedical Engineering 2017;40(4):257-261,后插4
Objective To analyze and summarize the sonographic features of immunoglobulin G4(IgG4)-related submandibular gland disease.Methods The retrospective analysis on the sonographic results of 22 lesions in 19 patients with IgG4-related submandibular gland disease were conducted,including submandibular gland size,shape,lesion range,internal echo,blood flow,and peripheral lymph nodes.Results The sonographic features of 22 lesions of IgG4-related submandibular gland disease were classified into localized nodule changes,diffuse nodule changes,and tumor-forming changes.The localized nodule appearance,includes 2 lesions in 2 patients,shows a hypo-echoic area with a coarse echotexture in the superficial site of the gland and rich blood flow.In the diffuse nodule appearance,includes 12 lesions in 11 patients,the gland shows an irregular net or honeycomb structure.Further,the gland shows echo enhancement,thickening,uneven,and rich blood flow with the features of multiple,variously sized hypoechoic foci and surrounding parallel echogenic foci.The tumor-forming appearance,includes 8 lesions in 7 patients,shows the decrease of echogenic heterogeneity,coarse gland texture,multiple parallel echogenicity,and rich blood flow.Conclusions Ultrasonography can be used as the preferred diagnostic method for IgG4-related submandibular gland disease.When a patient is suspected of having IgG4-related submandibular gland disease,the tissues and organs often involved in IgG4 related diseases should be further examined,meanwhile conducting ultrasound-guided biopsy.


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