[Two cases of acute methyl acetate poisoning].

This article analyzed the clinical data and on-site occupational health survey results of a patient with occupational acute methyl acetate poisoning in Zhejiang. Based on the pathways of methyl acetate poisoning and the characteristics of target organ damage, diagnosis and treatment experience were summarized, providing reference for the diagnosis and treatment of occupational acute methyl acetate poisoning and occupational health monitoring of methyl acetate.

Pharmacokinetics and safety of Padsevonil in healthy Chinese subjects and comparison of two sampling methods for Padsevonil quantification.

OBJECTIVE: Padsevonil (PSL) is a novel antiepileptic drug candidate that inhibits seizure activity in both presynaptic and postsynaptic ways. The pharmacokinetic (PK) profiles and volumetric absorptive microsampling (VAMS) application of PSL in the Chinese population are limited. The objectives of this study were to evaluate the PK profile of PSL and its 2 metabolites, the safety of PSL, and compare the PK profile of PSL from samples collected using the VAMS technique with that of conventional venous samples in healthy Chinese subjects. SUBJECTS AND METHODS: In this randomized, double-blind, placebo-controlled single-dose study, the participants received either 200 mg PSL or placebo. Blood samples for the PK variables were collected using both the traditional venous method and the VAMS Mitra® technique at the scheduled time points. The PK parameters of PSL and 2 metabolites were calculated, and the concentration agreement of VAMS and venous samples were also evaluated. RESULTS: A total of 14 subjects were enrolled. The concentration-time profile of PSL showed rapid absorption with a median tmax of 1.25 h (range: 0.5 to 3.0), followed by an apparent biphasic disposition. For PSL, the geometric means of AUC(0-t), AUC, Cmax, and t1/2 were 6,573 h*ng/mL, 6,588 h*ng/mL, 1,387 ng/mL, and 5.275 h, respectively. The geometric mean body weight-normalized AUC(0-t), AUC, and Cmax were 5,712 h*ng/mL, 5,725 h*ng/mL, and 1,205 ng/mL, respectively. The AUC(0-t), AUC, Cmax of PSL and metabolites in VAMS-dried blood were all lower than those in plasma. The Passing-Bablok regression showed that the PSL and metabolite concentrations obtained by VAMS analysis were comparable to those obtained by plasma at some time points. The most frequently reported treatment-emergent adverse events (TEAEs) were somnolence and dizziness. There were no serious TEAEs, severe TEAEs, discontinuations due to TEAEs, or deaths reported during this study. No clinically significant laboratory, vital signs, electrocardiograph (ECG), or physical examination results were reported. CONCLUSIONS: PSL has a favorable PK profile after single-dose oral administration and good safety properties in healthy Chinese volunteers. The regression analysis results of VAMS and plasma indicated that the application of VAMS for therapeutic drug monitoring in novel antiepileptic drug development is promising and needs further validation.

[Long-term evaluation and physical and mental effects of residual tinnitus following treatment of sudden hearing loss].

Objective: To clarify the long-term characteristics of tinnitus following treatment of sudden deafness and its long-term physical and mental effects on patients. Methods: A retrospective analysis was performed on 88 patients (46 males and 42 females; Age from 11 to 89 years) with sudden deafness treated in Department of Otoscope Surgery of Peoples's Libration Army General Hospital in Beijing from April 2020 to January 2021, and the occurrence of tinnitus and treatment effect of all patients were analyzed. Follow-up was conducted for patients with residual tinnitus after treatment for more than 1 year by the investigation and filling in the survey information collection form, Tinnitus Evaluation Questionnaire (TEQ) and Tinnitus Handicap Inventory (THI). Descriptive statistics and SPSS 22.0 software were used for statistical data analysis. Results: In this study, 93.2% (82/88) of patients with sudden deafness were accompanied by tinnitus at the onset, and the proportion of long-term tinnitus after treatment was 90.2% (74/82). After 1 year of treatment for sudden deafness, the improvement of tinnitus was significant in low-frequency sudden deafness compared with those of high-frequency, flat and total deafness sudden deafness (χ2 value was 6.801, 4.568 and 4.038, all P<0.05). In patients with residual tinnitus, 9 (12.2%) patients felt minimal loudness or even no loudness, 34 (46.0%) patients felt slight loudness, 28 (37.8%) patients felt tinnitus was relatively loud, and 3 (4.1%) patients felt tinnitus was loud or noisy. Nine (12.2%) patients's sleep was often affected, 41 (55.4%) patients's sleep was sometimes affected, 9 (12.2%) patients's sleep was rarely affected, 15 (20.3%) patients's sleep was almost not affected. Twenty-eight (37.8%) patients basically completely adapted to tinnitus and 46 (62.2%) patients did not completely adapted to residual tinnitus. Eight (10.8%) patients had no impact on life, 39 (52.7%) patients had slight impact, 22 (29.7%) patients had moderate impact, and the other 5 (6.8%) patients had greater impact. According to tinnitus evaluation questionnaire(TEQ), there were 12 cases (16.2%) of grade Ⅰ, 26 cases (35.1%) of grade Ⅱ, 28 cases (37.8%) of grade Ⅲ, 7 cases (9.5%) of grade Ⅳ and 1 case (1.4%) of grade Ⅴ. According to tinnitus handicap inventory(THI), tinnitus disability was classified into grade Ⅰ, 22 cases (29.7%), grade Ⅱ, 14 cases (18.9%), Grade Ⅲ, 27 cases (36.5%) and grade Ⅳ, 11 cases (14.9%). Conclusion: The rate of residual tinnitus following treatment of sudden deafness is high. Some of the patients can completely adapt residual tinnitus after one year, but some of them will be affected when sleep, work and study. Residual tinnitus can lead to tinnitus disability in different degrees.

[Clinical study of heparin anticoagulation scheme during plasma adsorption therapy for liver failure].

Objective: To investigate the reasonable dosage of heparin anticoagulation scheme during plasma adsorption (PA) therapy for liver failure. Methods: Patients with liver failure treated with PA therapy were retrospectively collected and divided according to the anticoagulation scheme into the first-dose heparin anticoagulation group and the first-dose plus maintenance heparin anticoagulation group. Clinical data and laboratory test results were compared before and after treatment between the two groups. Paired t-tests were used for comparison within the normally distributed groups. An independent two-sample t-test was used for inter group comparison. Wilcoxon rank-sum test was used for measurement data that did not conform to a normal distribution. Fisher's exact test was used to compare the count data between groups. Results: There were 138 cases with liver failure treated with PA therapy from October 2017 to September 2020. Among them, 83 and 55 cases were in the first-dose heparin anticoagulation and first-dose plus maintenance heparin anticoagulation group, respectively. Age, gender, and laboratory data before treatment were comparable between the two groups. PA treatment was successfully completed in both groups of patient, and there was no statistically significant difference in the determination of coagulation level with plasma separators (Z=-0.15, P=0.216). There were different degrees of bleeding complications in both groups. In the first-dose heparin anticoagulation group, there were two cases (2.4%) of central venous catheter bleeding and one case (1.2%) of epistaxis. In the first-dose plus maintenance heparin anticoagulation group, there were five cases (9.1%) of central venous catheter bleeding, two cases (3.6%) of skin bleeding, one case (1.8%) of epistaxis, and one case (1.8%) of upper gastrointestinal bleeding. The incidence of bleeding complications was lower in the first-dose of heparin anticoagulation than first-dose plus maintenance heparin anticoagulation group, and the difference was statistically significant (P<0.001). The activated partial thromboplastin time of the two groups was prolonged after therapy withdrawal than with therapy, and the difference was statistically significant (first-dose heparin anticoagulation group: t=3.850, P=0.022; first-dose plus maintenance heparin anticoagulation group: t=6.733, P=0.007). The activated partial thromboplastin time was prolonged in patients with first-dose plus maintenance heparin anticoagulation than first-dose heparin anticoagulation group, and the difference was statistically significant (P=0.025). The total bilirubin of the two groups before and after PA was significantly changed (the first-dose heparin anticoagulation group: Z=-2.455, P=0.017; the first-dose plus maintenance heparin anticoagulation group: Z=-2.307, P=0.024), and there was no statistically significant difference between the two groups (P=0.412). There was no statistically significant difference in platelet changes before and after PA therapy between the two groups (the first dose of heparin anticoagulation group: Z=-0.529, P=0.480; the first-dose plus maintenance heparin anticoagulation group: Z=-0.276, P=0.362). Conclusion: Anticoagulation scheme without maintenance medication is feasible with prothrombin activity before ≤20-40%, activated partial thromboplastin time of ≤87 s (2 times the upper normal value), platelet count before treatment (excluding contraindications to heparin) ≥50×109/L, and the first dose of heparin administration of 0.2 mg/kg during PA therapy in patients with liver failure.

[Numerical simulation modeling of middle ear-eustachian tube ventilation based on Chinese digital visual human body].

Objective: To establish a three-dimensional model of middle ear-eustachian tube based on Chinese digital visual human dataset, and the deformation and pressure changes of the middle ear-eustachian tube system after eustachian tube opening are simulated by computer numerical simulation. Methods: The first female Chinese Digital Visual Human data was adopted. The images were imported by Amira image processing software, and the images were segmented by Geomagic software to form a three-dimensional model of middle ear-eustachian tube system, including eustachian tube, tympanum, tympanic membrane, auditory ossicles, and mastoid air cells system. The 3D model was imported into Hypermesh software for meshing and analysis. The structural mechanics calculation was carried out by Abaqus, and gas flow was simulated by Xflow. The tissue deformation and middle ear pressure changes during eustachian tube opening were numerically simulated by fluid-solid coupling algorithm. Several pressure monitoring points including tympanum, mastoid, tympanic isthmus, and external auditory canal were set up in the model, and the pressure changes of each monitoring point were recorded and compared. Results: In this study, a three-dimensional model of middle ear-eustachian tube and a numerical simulation model of middle ear ventilation were established, including eustachian tube, tympanum, mastoid air cells, tympanic membrane, and auditory ossicles. The dynamic changes of the model after ventilation could be divided into five stages according to the pressure. In addition, the pressure changes of tympanum and tympanic isthmus were basically synchronous, and the pressure changes of mastoid air cells system were later than that of tympanum and tympanic isthmus, which verified the pressure buffering effect of mastoid. The extracted pressure curve of the external auditory canal was basically consistent with that of tympanometry in terms of value and trend, which verified the effectiveness of the model. Conclusions: The numerical simulation model of middle ear-eustachian tube ventilation established in this paper can simulate the tissue deformation and middle ear pressure changes after eustachian tube opening, and its accuracy and effectiveness are also verified. This not only lays a foundation for further research, but also provides a new research method for the study of middle ear ventilation.

Impact of maternal age on perinatal outcomes in twin pregnancies: a systematic review and meta-analysis.

OBJECTIVE: Current evidence of the maternal, perinatal and neonatal outcomes in twin pregnancies among mothers with advanced age is unclear, especially for mothers with age above 40 years. MATERIALS AND METHODS: A systematic search was conducted using the PubMed, Scopus, and Google Scholar databases. Studies that were observational in design or analysed retrospective data were considered for inclusion. The included studies had to be conducted in twin pregnancies and should have documented the effect of maternal age on obstetric and/or neonatal outcomes. Statistical analysis was performed using STATA software. RESULTS: A total of 20 studies were considered for inclusion. All the studies were based on retrospective data. Compared to mothers aged under 40 years, those with advanced age (≥40 years) had increased risk of caesarean delivery [RR 1.20, 95% CI: 1.05, 1.37], gestational hypertension [RR 2.71, 95% CI: 1.72, 4.27], gestational diabetes mellitus [RR 2.03, 95% CI: 1.28, 3.21], preterm birth [RR 2.47, 95% CI: 1.09, 5.80], neonatal admission to intensive care unit [RR 1.78, 95% CI: 1.21, 2.64] and perinatal and/or neonatal mortality [RR 5.76, 95% CI: 1.11, 29.7]. The risk of gestational diabetes mellitus [RR 1.52, 95% CI: 1.21, 1.90] and having caesarean delivery [RR 1.19, 95% CI: 1.10, 1.28] was higher in mothers with ≥35 years of age, compared to those <35 years. There were no significant differences in the risk of adverse neonatal outcomes among the mothers with age ≥35 years. However, in these mothers, the risk of perinatal/neonatal mortality [RR 0.82, 95% CI: 0.76, 0.88] was comparatively lower than in mothers under 35 years of age. There appeared no significant risk of advanced maternal age for postpartum haemorrhage, hospitalization during pregnancy and premature rupture of membranes. CONCLUSIONS: The increased risk of maternal, neonatal and perinatal outcomes in mothers with advanced age highlights the need for close follow-up, early detection and management of medical complications in twin pregnancies.

[Investigation on noise exposure level and health status of workers in transportation equipment manufacturing industry].

Objective: To explore the noise exposure level and the health status of workers in transportation equipment manufacturing industry, and provide a scientific basis for guidance and implementation of intervention measures. Methods: From January to December in 2019, a total of 2088 noise workers from a large enterprise were selected by cluster sampling method in railway transportation equipment manufacturing, automobile manufacturing and aerospace aircraft manufacturing enterprises. The worker's noise exposure level was detected. Occupational health checkups were performed on the noise workers including electrical audiometry, blood pressure and electrocardiogram. χ(2) test and trend χ(2) test were used to analyze the data. Results: The noise exposure level of 66.9% (1396/2088) workers exceeded 85 dB (A) , and the median noise level was 87.9 (84.3-90.3) dB (A) . Among them, workers of railway transportation equipment manufacturing enterprises had the highest noise exposure level[89.9 (87.8-91.6) dB (A) ]. The detection rate of high-frequency hearing loss, abnormal blood pressure and abnormal electrocardiogram of noise workers were 15.7% (327/2088) , 18.1% (378/2088) and 6.1% (128/2088) , respectively. The differences in the detection rates of high-frequency hearing loss, abnormal blood pressure, and abnormal electrocardiogram in workers of railway transportation equipment manufacturing enterprises, automobile manufacturing enterprises, and aerospace manufacturing enterprises were statistically significant (P<0.05) . Workers of railway transportation equipment manufacturing enterprises had higher detection rates of high-frequency hearing loss (17.6%, 186/1056) . Workers of aerospace manufacturing enterprises had higher detection rates of abnormal blood pressure and abnormal electrocardiogram (26.3%, 169/642; 10.0%, 64/642) . The differences in the detection rates of high-frequency hearing loss, abnormal blood pressure and abnormal electrocardiogram of noise workers were statistically significant in different age and working age groups, and gradually increased with age and working age (P<0.05) . The difference in the detection rate of high-frequency hearing loss of noise workers was statistically significant in different noise intensity groups, and the overall trend was increasing (P<0.05) . Conclusion: The transportation equipment manufacturing industry has serious noise hazards, especially the railway transportation equipment manufacturing industry. Long-term occupational noise exposure can adversely affect workers' hearing and cardiovascular system. Enterprises should strengthen occupational health inspections, and at the same time, take personal protective measures to protect the health of workers.

[Protective effect of baicalein on high fat-induced hepatocytes oxidative damage].

Objective: To investigate the effect of baicalein in improving non-alcoholic fatty liver disease caused by high fat-induced oxidative damage in mice. Methods: Male C57BL/6J mice weighing 18-20 g were randomly divided into 4 groups: normal control group (C, 10% fat for energy), high-fat group (H, 60% fat for energy), high-fat + scutellaria baicalein group (H+B, baicalein: 400 mg·kg(-1)·bw(-1)), and baicalein control group (B, baicalein: 400 mg·kg(-1)·bw(-1)). After 12 weeks, mice were sacrificed, and the tissue samples were collected. Liver pathological changes were observed by hematoxylin and eosin staining. Mitochondrial morphology was examined by ultramicropathology. Malondialdehyde (MDA), superoxide dismutase (SOD), glutathione (GSH) and mitochondrial membrane potential (MMP) changing levels in the liver were determined by kit. Sestrin2 and protein carbonylation (PCOS) levels were detected by Western blotting. Small interfering RNA (siRNA) was used to knock-down the Sestrin2 protein expression in HepG2 cells. Intramyocellular lipid changes in HepG2 cells was detected by fluorescent dye BODIPY493/503. One way ANOVA was used LSD pairwise comparison method was used to test the statistical difference. Results: Compared with the normal control group, high-fat fed caused significant fatty degeneration, decreased GSH and SOD levels (P ​​< 0.05), increased MDA and protein carbonylation levels, and increased Sestrin2 expression (P < 0.05) in mice. Mitochondrial shape changes, swelling, lack of cristae, and MMP was down-regulated by 33.3% (t = 13.456, P ​​< 0.001). Baicalein intervention had effectively inhibited hepatic steatosis and oxidative damage caused by high-fat fed, and further up-regulated Sestrin2 expression, MMP (t = 10.104, P ​​< 0.001), and significantly alleviated liver damage in mice. Sestrin2 expression knock-down had further increased the intracellular lipid deposition and PCOs expression (P ​​< 0.05), and reduced baicalein ability to antagonize lipid deposition and antioxidant capacity in Hep2 cells. Conclusion: Baicalein alleviate non-alcoholic fatty liver by regulating Sestrin2 expression and high-fat fed-induced liver oxidative damage.

[Application of artificial intelligence-assisted diagnosis for cervical liquid-based thin-layer cytology].

Objective: To explore the application value of artificial intelligence-assisted diagnosis system for TBS report in cervical cancer screening. Methods: A total of 16 317 clinical samples and related data of cervical liquid-based thin-layer cell smears, which were obtained from July 2020 to September 2020, were collected from Southern Hospital, Guangzhou Huayin Medical Inspection Center, Shenzhen Bao'an People's Hospital(Group) and Changsha Yuan'an Biotechnology Co., Ltd. The TBS report artificial intelligence-assisted diagnosis system of cervical liquid-based thin-layer cytology jointly developed by Southern Medical University and Guangzhou F. Q. PATHOTECH Co., Ltd. based on deep learning convolution neural network was used to diagnose all clinical samples. The sensitivity,specificity and accuracy of both artificial intelligence-assisted diagnosis system and cytologists using artificial intelligence-assisted diagnosis system were analyzed based on the evaluation standard(2014 TBS). The time spent by the two methods was also compared. Results: The sensitivity of artificial intelligence-assisted diagnosis system in predicting cervical intraepithelial lesions and other lesions (including endometrial cells detected in women over 45 years old and infectious lesions) under different production methods, different cytoplasmic staining and different scanning instruments was 92.90% and 83.55% respectively, and the specificity of negative samples was 87.02%, while that of cytologists using artificial intelligence-assisted diagnosis system was 99.34%, 97.79% and 99.10%, respectively. Moreover, cytologists using artificial intelligence-assisted diagnosis system could save about 6 times of reading time than manual. Conclusions: Artificial intelligence-assisted diagnosis system for TBS report of cervical liquid-based thin-layer cytology has the advantages of high sensitivity, high specificity and strong generalization. Cytologists can significantly improve the accuracy and work efficiency of reading smears by using artificial intelligence-assisted diagnosis system.

[Expression of tropomyosin 2 in aortic dissection tissue].

Objective: To investigate the expression pattern of tropomyosin 2(TPM2) in aorta of patients with aortic dissection and explore its clinical implication. Methods: Thirteen cases with acute type A aortic dissection(TAAD) diagnosed by transabdominal aortic angiography from 2015 in Tongji Hospital were included. During the operation, the aortic wall tissues of these patients were collected. Ten patients with heart transplantation were selected as control group, and normal aortic wall tissues were taken. The hematoxylin-eosin (HE) and Verhoeff's Van Gieson (EVG) staining were performed to observe the morphological changes of aorta. The mRNA expression level of TPM2 was measured by real-time fluorescent quantitative-PCR, and the protein levels of TPM2 were detected by Western blot and immunohistochemical staining. Image The J software was used to collect the optical density values of each point on the image, obtain the integrated optical density(IOD) value, and calculate the average density(%, IOD/area of the target distribution area). Results: HE and EVG staining revealed medial degeneration and broken elastic fiber in aorta of TAAD patients. The mRNA expression levels of TPM2 were significantly upregulated in aorta of TAAD patients as compared to the control group (P<0.05), so as the TPM2 protein expression levels ((9.73±1.20)% vs. (0.11±0.04)%, P<0.05). And TPM2 was mainly expressed in cytoplasm. Conclusion: The increased expression of TPM2 in TAAD patients hints that TPM2 might be involved in the pathogenesis of aortic dissection.

[Analysis of hearing surveillance of noise-exposed workers in Zhuzhou city].

Objective: To understand the hearing loss status of workers exposed to noise, and provide a scientific basis for formulating effective prevention and control strategies. Methods: From Januaryl to October 31 , 2018, through the occupational hazard declaration and record management system of the workplace and the health checkup system , the basic information and physical examination information of 7806 noise-exposed workers in 136 companies in Zhuzhou City in 2018 and the related information about the industry, type, and scale of the enterprises were collected. The χ(2) test was used to analyze the occupational health monitoring data of the noise-exposed workers. Results: The average age of 7806 workers in Zhuzhou was(36. 1±9. 3) years, and the working age was 7. 0(3. 0, 11. 0) years. And 1 270 workers with noise induced hearing loss(NIHL) were detected, including 51 suspected occupational noise deafness. The detection rates of NIHL and the suspected occupational noise deafness were 16. 27% , 0. 65% , respectively. The detection rate of noise was 0.01% in 1deaf person. It showed that the male had higher morbidity than the female (P<0. 05) and the workers with longer exposure time had a higher morbidity (P<0. 05) . There was a statistically significant difference in the detection rate of NIHL and suspected occupational noise deafness between workers of different types of work (P<0. 05 ) . It was noted that the morbidity varied in different enterprises, industry types and terms of scales (P<0. 05 ) . Non- metal ore mining and dressing industry workers had higher NIHL detection rate (33. 33%, 14/42) and small companies workers had higher NIHL detection rate(19. 32%, 296/1532) . There was a statistically significant difference in the detection rate of suspected occupational noise deafness between workers of different economic types of enterprises. There was a high detection rate of suspected occupational noise deafness among workers in private enterprises(1. 29%, 36/2782) . Conclusion: The noise operation in Zhuzhou is seriously endangered.Occupational health protection measures for non-metallic mining and dressing industries, small and private enterprises should be strengthened.Occupational health law enforcement efforts should be strengthened to protect workers' health.

[Research progress on the role of IL-33/ST2 axis in pathogenesis of allergic rhinitis].

SummaryThe binding of IL-33 and its receptor ST2 plays a key role in the development of cardiovascular diseases, chronic inflammation, allergic diseases and fibrosis related diseases. The study of the relationship between IL-33/ST2 signaling pathway and these diseases may provide new ideas and methods for the diagnosis and treatment of diseases. Although many high-quality studies have been done on the role of IL-33/ST2 signaling pathway in the pathogenesis of allergic rhinitis, there is still a lack of comprehensive and clear explanation. This paper reviews the role of IL-33/ST2 signaling pathway in the pathogenesis of allergic rhinitis on the basis of literature review. This signaling pathway can be used to guide the treatment of allergic rhinitis in theory.

[Comparison of clinical efficacy between first-generation and second-generation tyrosine kinase inhibitors based regimen in the treatment of patients with BCR-ABL positive acute lymphoblastic leukemia].

Objective: To explore the clinical efficacy and prognostic factors of first-generation and second-generation tyrosine kinase inhibitors (TKI) based regimen in the treatment of patients with BCR-ABL positive acute lymphoblastic leukemia (ALL) . Methods: Retrospectively analyze the clinical characteristics and prognostic factors of 89 patients with BCR-ABL positive ALL from April 2012 to June 2018 in our hospital, the clinical efficacy of first-generation and second-generation TKI was compared. Results: 60 patients were classified into the first-generation TKI (imatinib) group, and 29 patients were in the second-generation TKI (dasatinib) group. There were no significant differences in gender, age, WBC, hemoglobin concentration, PLT, chromosomal karyotype, the types of fusion genes, allogeneic hematopoietic stem cell transplantation (allo-HSCT) and TKI initiation time between the two groups. The first-generation and second-generation TKI groups, for which the complete remission (CR) rate at the fourth week of induction therapy was 83.3% and 89.7% (P=0.637) , respectively, and the complete molecular remission (CMR) was 48.3%and 58.6% (P=0.363) , respectively, the difference was not statistically significant. The 2-year overall survival (OS) rate of first-generation and second-generation TKI group was 34.9% and 64.0% (χ(2)=4.743, P=0.029) , the 2-year relapse free survival (RFS) rate was 17.2% and 55.0% (χ(2)=8.801, P=0.003) , respectively. Multivariate analysis showed that complete molecular remission (HR=0.281, 95%CI 0.151-0.523, P<0.001) was independent favorable prognostic factor for overall survival (OS) , complete molecular remission (HR=0.209, 95%CI 0.112-0.390, P<0.001) and second-generation TKI (HR=0.318, 95%CI 0.158-0.641, P=0.001) were independent favorable prognostic factors for RFS. Conclusion: For TKI-based regimen of BCR-ABL positive ALL, second-generation TKI is superior to first-generation TKI in OS and RFS time.

[Application of machine learning models in predicting early stone-free rate after flexible ureteroscopic lithotripsy for renal stones].

OBJECTIVE: To establish predictive models based on random forest and XGBoost machine learning algorithm and to investigate their value in predicting early stone-free rate (SFR) after flexible ureteroscopic lithotripsy (fURL) in patients with renal stones. METHODS: The clinical data of 201 patients with renal stones who underwent fURL were retrospectively investigated. According to the stone-free standard, the patients were divided into stone-free group (SF group) and stone-residual group (SR group). We compared a number of factors including patient age, body mass index (BMI), stone number, stone volume, stone density and hydronephrosis between the two groups. For low calyceal calculi, renal anatomic parameters including infundibular angle (IPA), infundibular width (IW), infundibular length (IL) and pelvic calyceal height (PCH), would be measured. We brought above potential predictive factors into random forest and XGBoost machine learning algorithm respectively to develop two predictive models. The receiver operating characteristic curve (ROC curve) was established in order to test the predictive ability of the model. Clinical data of 71 patients were collected prospectively to validate the predictive models externally. RESULTS: In this study, 201 fURL operations were successfully completed. The one-phase early SFR was 61.2%. We built two predictive models based on random forest and XGBoost machine learning algorithm. The predictive variables' importance scores were obtained. The area under the ROC curve (AUROC) of the two predictive models for early stone clearance status prediction was 0.77. In the study, 71 test samples were used for external validation. The results showed that the total predictive accuracy, predictive specificity and predictive sensitivity of the random forest and XGBoost models were 75.7%, 82.6%, 60.0%, and 81.4%, 87.0%, 68.0%, respectively. The first four predictive variables in importance were stone volume, mean stone density, maximal stone density and BMI in both random forest and XGBoost predictive models. CONCLUSION: The predictive models based on random forest and XGBoost machine learning algorithm can predict postoperative early stone status after fURL for renal stones accurately, which will facilitate preoperative evaluation and clinical decision-making. Stone volume, mean stone density, maximal stone density and BMI may be the important predictive factors affecting early SFR after fURL for renal stones.

[Construction of mouse CCR3 gene RNAi lentivirus vector and its expression on mast cells].

Objective:The aim of this study is to screen the targeting chemokine receptor 3-RNA interference (CCR3-RNAi) lentiviral expression vector, infect mouse mast cells,observe the expression of this gene in mast cells and the interference efficiency of the virus vector.The pathogenesis of allergic rhinitis lays the foundation.Method:Three pairs of CCR3-shRNA sequences were constructed,and three pairs of double-stranded shRNA oligo were inserted into shRNA lentiviral vectors to construct three shRNA lentiviral recombinant plasmids.The recombinant vector and virus-packed auxiliary plasmids were co-transfected into 293T cells to obtain lentiviral plasmids.The lentiviral plasmids were then transfected into mouse bone marrow-derived mast cells in vitro and purified. The expression level of CCR3 mRNA in mast cells was verified by qRT-PCR,and the expression level of CCR3 protein in mast cells was detected by Western Blot.Result: It was confirmed by sequencing that the lentiviral vector of CCR3 shRNA was successfully constructed, transfected into 293T cells and packaged with virus. Finally the high purity PDSO19-PL-CCR3 lentiviral plasmid was obtained with a virus titer of 3.7×108TU/ml.The lentiviral plasmid was used to infect mouse mast cells.RT-PCR and Western Blot detection assay showed that CCR3shRNA reduced the expression of CCR3 gene in mouse mast cells at the level of mRNA and protein.Conclusion: The CCR3 gene RNAi lentivirus expression vector was successfully constructed.It was found that it downregulated the expression level of CCR3 gene mRNA and protein in mouse mast cells,which laid the foundation for further research on its role in the pathogenesis of allergic rhinitis.