1.Application value of CT radiomics in differentiating malignant and benign sub-centimeter solid pulmonary nodules
Jianing LIU ; Linlin QI ; Jiaqi CHEN ; Fenglan LI ; Shulei CUI ; Sainan CHENG ; Yawen WANG ; Zhen ZHOU ; Jianwei WANG
Chinese Journal of Radiological Health 2024;33(3):340-345
Objective To investigate the application efficiency and potential of CT radiomics in differentiating malignant and benign sub-centimeter solid pulmonary nodules. Methods A retrospective study was performed on the sub-centimeter ( ≤ 10 mm) solid pulmonary nodules detected by enhanced CT in our hospital from March 2020 to January 2023. Malignancy was confirmed by surgical pathology, and benignity was confirmed by surgical pathology or follow-up. Lesions were manually segmented and radiomic features were extracted. The feature dimension was reduced via feature correlation analysis and least absolute shrinkage and selection operator (LASSO). The 5-fold cross validation was used to validate the model. Support vector machine, logistic regression, linear classification support vector machine, gradient boosting, and random forest models were established for CT radiomics. Receiver operating characteristic curves were drawn. Delong test was used to compare the diagnostic performance of the five classifiers. The optimal model was selected and compared to radiologists with medium and high seniority. Results A total of 303 nodules, 136 of which were malignant, were examined. Radiomics models were established after feature extraction and selection. On test set, the areas under the receiver operating characteristic curves of support vector machine, logistic regression, linear classification support vector machine, random forest, and gradient boosting models were 0.922 (95%CI: 0.893, 0.950), 0.910 (95%CI: 0.878, 0.942), 0.905 (95%CI: 0.872, 0.938), 0.899 (95%CI: 0.865, 0.933), and 0.896 (95%CI: 0.862, 0.930), respectively. Delong test indicated no significant differences in the performance of the five radiomics models, and the support vector machine model showed the highest accuracy and F1 score. The support vector machine model showed significantly higher diagnostic accuracy as compared to radiologists (83.8% vs. 55.4%, P < 0.001). Conclusion The radiomics models achieved high diagnostic efficiency and may help to reduce the uncertainty in diagnosis of malignant and benign sub-centimeter solid nodules by radiologists.
2.Research Path and Paradigm of Digitization and Intelligentization of Ancient TCM Books Based on the Deep Integration of Knowledge Element Theory and Clinical Needs
Feng YANG ; Yi ZHANG ; Xiaohua TAO ; Jianfeng LI ; Tao LUO ; Jingling CHANG ; Jian CHEN ; Liyun CHEN ; Ming DAI ; Fenglan WANG ; Xiang LU
Journal of Traditional Chinese Medicine 2024;65(12):1201-1207
With the rapid development of information technology, research on ancient TCM books has shifted from the traditional collation and digitization into intelligent knowledge service, thereby achieving the deep integration of ancient TCM books collation and clinical needs. Based on the clinical problem and knowledge element theory, we implemented in-depth indexing and knowledge mining for 600 kinds of ancient TCM books, built a knowledge sharing service platform for ancient TCM books by integrating database, cloud platform, knowledge graph and other technologies, and carried out the thematic literature research and developed databases for four major diseases including stroke, heart failure, liver cirrhosis, and diabetes. The digital intelligence products have been applied in hundreds of hospitals for evaluation and feedback. Finally, through "digital processing plus intelligent application", the two-way interaction between ancient TCM books and current clinical practice is realized, and the path and paradigm of ancient TCM books knowledge serving the modern prevention and control of major diseases is formed, providing reference for the innovative utilization of ancient TCM books.
3.Application of vat photopolymerization technology in the field of restorative dentistry
Journal of Practical Stomatology 2024;40(4):574-579
With the development of computer science and dental materials,digital technology is progressively changing the way of clinical work of dentistry.As a digital processing method,3D printing plays an important role in the manufacture of restorations,and the basic process includes vat photopolymerization,material jetting,material extrusion,etc.Among them,desktop printing devices based on the principle of vat photopolymerization are most widely used in dental clinical work because of their high printing accuracy and fast molding speed.This paper briefly introduces the principles of vat photopolymerization technology used in clinical work,the materials and the workflow of the printer,and provides a review of the application of vat photopolymerization technology in the field of restorative dentistry.
4.Comparative study of transfection of tumor antigen NY-ESO-1 circRNA with a novel cationic lipid-like material C1 to stimulate IFN-γ production in T cells
Hong ZHOU ; Yipeng MA ; Xiaojuan WANG ; Fenglan LIU ; Bin LI ; Dongjuan QIAO ; Xiaojun XIA ; Peigen REN ; Mingjun WANG
Chinese Journal of Microbiology and Immunology 2024;44(9):771-777
Objective:To express NY-ESO-1 epitopes using circular RNA (circRNA) and construct circRNA cancer vaccines using a novel lipid-like material C1, and to evaluate the transfection efficiency and T cell activation potential at cellular level.Methods:In vitro transcription was used to synthesize mRNA and circRNA expressing EGFP and NY-ESO-1 epitopes. Then, they were transfected into COS7 cells and the expression of target proteins were detected in vitro. Lipid-like material C1 and commercial transfection agent TransIT-mRNA were used as delivery systems for mRNA NY-ESO-1 and circRNA NY-ESO-1, and their delivery efficiency was compared. Results:The expression of EGFP was observed under fluorescence microscopy after transfection of mRNA EGFP and circRNA EGFP into COS7 cells for 24 h. The secretion of IFN-γ by T cell receptor-engineered T (TCR-T) cells targeting NY-ESO-1/HLA-A2 was stimulated by COS7-A*02: 01 cells transfected with mRNA NY-ESO-1 and circRNA NY-ESO-1. Compared with mRNA NY-ESO-1, circRNA NY-ESO-1 was able to express the target antigen and stimulate the target cells to release IFN-γ more persistently. The delivery efficiency of C1 material was better than that of commercial transfection reagents when COS7 cells were transfected in vitro. Conclusions:Compared with the linear mRNA, transfection of COS7-A*02: 01 cells with circRNA can lead to more efficient and durable activation of T cells, suggesting that it could be a more suitable candidate for clinical treatment of tumors in the future. The lipid-like material C1 can effectively deliver linear mRNA and circular RNA molecules. This study provides reference for further research on circRNA tumor vaccines.
5.Distribution of monocyte subsets and their surface CD31 intensity are associated with disease course and severity of hemorrhagic fever with renal syndrome.
Xiaozhou JIA ; Chunmei ZHANG ; Fenglan WANG ; Yanping LI ; Ying MA ; Yusi ZHANG ; Kang TANG ; Ran ZHUANG ; Yun ZHANG ; Yan ZHANG
Chinese Journal of Cellular and Molecular Immunology 2023;39(5):439-444
Objective To investigate the relationship between disease courses and severity and monocyte subsets distribution and surface CD31 intensity in patients of hemorrhagic fever with renal syndrome (HFRS). Methods Peripheral blood samples from 29 HFRS patients and 13 normal controls were collected. The dynamic changes of classical monocyte subsets (CD14++CD16-), intermediated monocyte subsets (CD14++CD16+) and non-classical monocyte subsets (CD14+CD16++) and the mean fluorescent intensity (MFI) of CD31 on monocyte subsets were detected by multiple-immunofluorescent staining and flow cytometry. Results In acute phase of HFRS, the ratio of classical monocyte subsets to total monocytes was dramatically decreased compared to convalescent phase and normal control. It was still much lower in convalescent phase compared to normal controls. The ratio of classical monocyte subsets to total monocytes were decreased in HFRS patients compared to that in normal control, whereas there was no difference between severe/critical groups and mild/moderate groups. On the contrary, the ratio of intermediate monocyte subsets to total monocytes in acute phase of HFRS was significantly increased compared to convalescent phase and normal control. The ratio of intermediate monocyte subsets to total monocytes were increased in HFRS patients compared to that in normal control, whereas no difference was found between severe/critical groups and mild/moderate groups. Phases or severity groups had no difference in ratio of non-classical monocyte subsets to total monocytes. Additionally, the ratio of classical monocyte subsets had a tendency to decline and that of intermediate monocyte subsets showed an increase both to total monocytes between the acute and convalescent phases in 11 HFRS patients with paired-samples. Moreover, in acute phase of HFRS, the mean fluorescent intensity (MFI) of CD31 on three monocyte subsets all decreased, specifically classical monocyte subsets showed the highest MFI of CD31 while the normal control reported the highest MFI of CD31 in non-classical monocyte subsets. In convalescent phase, the MFI of CD31 on classical and intermediated monocyte subsets were both lower than that of normal control, while MFI of CD31 was still significantly lower than normal control on non-classical monocyte subsets. Finally, MFI of CD31 on classical and intermediated monocyte subsets in severe/critical group were both lower than those in mild/moderate group, showing no statistical difference in MFI of CD31 on non-classical monocyte subset across groups of different disease severity. Conclusion The ratio of classical and intermediated monocyte subsets to total monocytes are correlated with the course of HFRS, and so are the surface intensity of CD31 on these monocyte subsets with the disease course and severity. The surface intensity of CD31 on non-classical monocyte subsets, however, is correlated only with the course of the disease. Together, the underlying mechanisms for the observed changes in monocyte subsets in HFRS patients should be further investigated.
Humans
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Monocytes
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Lipopolysaccharide Receptors
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Hemorrhagic Fever with Renal Syndrome
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Receptors, IgG
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Disease Progression
6.A single-center clinical study of 61 children with ammonium urate stones
Hongliang JIA ; Yukui NAN ; Yusufu AINIWAER ; Dong LIU ; Aierken YEERFAN ; Peixin ZHANG ; Weili DU ; Fenglan BAI ; Zhenfeng SHI ; Jiuzhi LI
Journal of Modern Urology 2023;28(4):302-306
【Objective】 To analyze the clinical characteristics of children with ammonium urate stones in Xinjiang, so as to provide reference for the prevention and treatment of this disease. 【Methods】 The clinical data of all children with ammonium urate stones admitted to the People’s Hospital of Xinjiang Uygur Autonomous Region from 2016 to 2021 were retrospectively analyzed, including age, sex, body mass index, stone site, stone size, stone component, urine pH, urine culture and biochemical examination results. The serum total protein, albumin, sodium, potassium, calcium, magnesium, uric acid and urine pH were compared between the pure and mixed groups. 【Results】 A total of 61 children (31.6%) had ammonium urate stones, their average age was (4.05±3.37) years, and the male to female ratio was 2.21∶1. Among them, there were 37 cases (60.7%) of renal calculi and 50 cases (82.0%) of upper urinary calculi. The most common component of mixed ammonium urate stones was calcium oxalate, including calcium oxalate monohydrate, calcium oxalate monohydrate and calcium oxalate dihydrate. Compared with mixed type, children with pure stone type had a younger age (P=0.001) and a smaller stone size (P=0.003). Positive urine culture was detected in 14 cases (23.0%), 7 of which (50% were infected with Escherichia coli, and 11 (78.6%) with non-urease bacteria. 【Conclusion】 Non-urease bacteria are the main pathogens of urinary tract infection in children with ammonium urate stones. The incidence is higher in boys, and the most common stone location is upper urinary tract. Calcium oxalate is the most common mixed component. Pure type is more common in young children and the stones are relatively small.
7.Analysis of stone composition and clinical characteristics of urinary calculi in infants in Xinjiang
Hongliang JIA ; Weili DU ; Yukui NAN ; Yusufu AINIWAER· ; Dong LIU ; Aierken YEERFAN· ; Peixin ZHANG ; Fenglan BAI ; Peng LEI ; Jiuzhi LI
International Journal of Surgery 2023;50(6):407-412
Objective:To analyze the composition and clinical characteristics of urinary calculi in infants in Xinjiang.Methods:The clinical data of 75 infants with urinary calculi admitted to the People′s Hospital of Xinjiang Uygur Autonomous Region from January 2016 to December 2021 were retrospectively analyzed, including the general situation of the children, stone-related parameters, random urine pH value, urine culture and biochemical examination results. The serum uric acid, serum calcium, urine pH value, positive rate of urine culture, and stone length between infants with and without ammonium urate stones were compared. Measurement data conforming to normal distribution were expressed as mean ± standard deviation ( ± s), and independent sample t-test was used for inter-group comparison. Measurement data that did not conform to the normal distribution were expressed as the median (interquartile distance) [ M ( Q1, Q3)], and Mann-Whitney U test was used for comparison between groups. The Chi-square test, continuity-corrected Chi-square test or Fisher exact probability method were used for the comparison of count data. Results:The median age of infants with urinary calculi was 23.04 months, and the ratio of male to female was 3.2∶1. More than half of the infants (81.3%, 61/75) came from rural areas, 57.3% (43/75) were malnourished, 33.3% (25/75) were complicated with urinary tract infection, and 8.0% (6/75) were combined with urinary system congenital malformation. The calculi were found in 53 cases (70.67%) of kidney, 27 cases (36.0%) of ureter, 17 cases (22.67%) of urethra and 16 cases (21.33%) of bladder. The analysis of calculi composition showed that there were 44 cases (58.67%) of ammonium urate, 39 cases (52.0%) of calcium oxalate, 14 cases (18.67%) of apatite carbonate and 7 cases (9.33%) of uric acid. Kidney calculi was more common in female infants ( P=0.011). Compared with the infant group ( n=19), calcium oxalate stones were more common in the preschooler group ( n=56) ( P=0.039), but there were not statistical difference in the incidence of ammonium urate, apatite carbonate and uric acid stones. There were not statistical difference in gender, age, place of residence, nutritional status, serum uric acid, serum calcium, urine pH value, positive rate of urine culture, stone maximum diameter and incidence of bladder stones between ammonium urate group and non-ammonium urate group. Conclusions:The incidence of urinary calculi in infants is higher in boys, and the most common site of calculi is the upper urinary tract, especially in female kidney calculi. Ammonium urate is the main component of urinary calculi in infants. Calcium oxalate stones are more common in preschooler group. Infants with urinary calculi are mostly rural residents, and malnutrition and urinary tract infection are more common.
8.Survey on iodine deficiency disorders awareness, education status and willingness of pupils in Guizhou Province
Shuying WANG ; Demei ZHOU ; Chun XIE ; Yang LI ; Fenglan ZHANG ; Li YANG ; Hong XIANG
Chinese Journal of Endemiology 2023;42(8):668-674
Objective:To learn about the awareness, education status and willingness of iodine deficiency disorders (IDD) among elementary school students in Guizhou Province, and to provide a scientific basis for exploring intervention strategies for health education of iodine deficiency in the future.Methods:From June 2021 to May 2022, each IDD monitoring county was selected from the east, south, west, north and middle directions of Guizhou Province, and one elementary school was selected from each county. All students in two classes of Grade 5 and Grade 6 were selected in whole groups to conduct on-site questionnaire surveys in the form of anonymous examinations. The survey mainly included general demographic information and IDD awareness, education status and willingness, and binary logistic regression was used to analyze the relevant influencing factors.Results:A total of 1 259 elementary school students in Guizhou Province were investigated, the rates of awareness of IDD, acceptance of IDD publicity and education, and willingness to accept IDD publicity and education among elementary school students were 37.7% (1 900/5 036), 25.1% (316/1 259) and 69.6% (876/1 259), respectively. By binary logistic regression analysis, gender, residence, grade and father's education level were the influencing factors of pupils' awareness of iodine deficiency ( P < 0.05); residence, age and father's education level were the influential factors of elementary school students receiving iodine deficiency education ( P < 0.05); gender, residence, ethnicity and whether the child was the only child or not were the influential factors of elementary school students' willingness to accept IDD education ( P < 0.05). Conclusions:The elementary school students in Guizhou Province have insufficient knowledge about IDD. The publicity and education for iodine deficiency prevention is limited, and the students' willingness to learn is not high. The publicity, education and intervention for iodine deficiency prevention among elementary school students should be comprehensively strengthened.
9.CT imaging features of bronchiolar adenoma
Fenglan LI ; Linlin QI ; Lin LI ; Jianwei WANG
Chinese Journal of Radiology 2022;56(1):62-67
Objective:To investigate the CT characteristics of bronchiolar adenoma (BA) in order to improve the understanding of the disease and to increase the accuracy of preoperative diagnosis.Methods:The clinical, imaging and pathological data of 69 patients with BA confirmed by surgical resection and pathology at Cancer Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences from December 2018 to November 2020 were retrospectively reviewed. The type, the location and the size of the lesions, the distance from the lesion to the adjacent pleura, as well as the morphological characteristics including lobulation, spiculation, bubble lucency and pleural indentation were analyzed and recorded. The follow-up CT data were also reviewed.Results:Among 69 BAs, pre-operation chest CT displayed visible lesion in 25 cases, and showed negative in 44 cases. According to the lesion density, the 25 BAs on CT images were classified into solid type ( n=8), ground-glass type ( n=8), cystic type ( n=6) and cyst type ( n=3). There were 15 lesions in the right lung (1 in the upper, 2 in the middle and 12 in the lower lobe) and 10 lesions in the left lung (5 in the upper and 5 in the lower lobe). Ten lesions were found adjacent to the pleura. As for the other 15 cases, the distance between the lesion and the adjacent pleura was (10±7) mm. Calcification was displayed in one cystic type BA case. The maximum diameter of 25 BAs were 4.4-30.3 mm, with the median value of 9.6 mm. The lobulation, spiculation, bubble lucency, and pleural indentation of lesions were detected in 20, 11, 12, and 6 cases. In total there were 11 patients received the preoperative follow-up CT, and 4 cases showed enlargement in diameter (including 2 cases of solid type, 1 of ground-glass type and 1 of cystic type). The growth rate was 0.43-2.14 mm/year, with the median value of 1.67 mm/year. Imaging signs including spiculation ( n=1), bubble lucency ( n=1) and lobulation ( n=1) were newly discovered on the preoperative follow-up CT. Postoperative follow-up CT was performed in 13 cases, without any recurrence or metastasis found. Conclusions:CT imaging features of BA usually display as a single pulmonary solid or ground-glass nodule, and also can be presented as cystic or cyst type in several cases. Lesions can appear the lobulation, spiculation and bubble lucency, with calcification rarely found. A few of BA cases can enlarge during follow-up.
10.A preliminary study on the logical data and knowledge map of the ancient book Nv Ke Xin Fa based on knowledge element indexing
Kunlingzi WANG ; Fenglan WANG ; Chenlin XING ; Jianfeng LI ; Tao LUO
International Journal of Traditional Chinese Medicine 2022;44(5):562-567
Objective:Using the information technology of knowledge element theory to analyze the content of the ancient Chinese medicine book Nv Ke Xin Fa, and to explore the original thinking and implicit knowledge of the author of the book Nv Ke Xin Fa. Methods:Based on the theory and technology of knowledge element, the indexing data was read as logical data by using MS SQL Server database and then the knowledge graph of traditional Chinese medicine was constructed by using neo4j database.Results:There are 345 knowledge bodies and 1 478 knowledge elements in the Nv Ke Xin Fa, mainly including prescription name (280), composition (275) and usage (224); There are 711 semantic types, mainly including prescriptions (232), etiology and pathogenesis (221), syndrome manifestations (125) and treatment (88); 187 semantic associations, mainly syndrome differentiation and treatment (172); Knowledge of semantic association.There are 34 body types, with leucorrhea (16), amenorrhea (13), blood Avalanche (13) and asthenia (13). Conclusions:Zheng Qinyu paid attention to distinguishing the texture of leucorrhea in the treatment of leucorrhea, put forward the pathogenesis and treatment principles and methods of leucorrhea in the stages of "before childbirth" and "after childbirth", and made it clear that the application scope of Buzhong Yiqi Decoction involves menstruation, leucorrhea, pregnancy and the whole cycle of childbirth.Mrs Zheng Qinyu pays great attention to the protection on the spleen and stomach of the middle coke and regulation of Qi that could rise and fall, which could provide a reference for modern clinical diagnosis and treatment of leukorrhagia diseases.

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