1.Predictive model of endocrine drug resistance in hormone receptor-positive breast cancer based on ultrasound radiomics
Xiaoxue LIU ; Lei ZHANG ; Xudong ZHANG ; Wei FAN ; Qingxiang LI ; Xinran FANG ; Zihao QIN ; Junjia WANG ; Jiawei TIAN ; Hao CUI
Chinese Journal of Ultrasonography 2024;33(11):1000-1009
Objective:To establish an ultrasound radiomics model by integrating clinical, pathological, and conventional ultrasound features with radiomics characteristics, and to explore its clinical value in predicting endocrine resistance in hormone receptor(HR)-positive breast cancer.Methods:A retrospective analysis was performed on 478 patients with HR-positive breast cancer from January 2017 to December 2021 in the Second Affiliated Hospital of Harbin Medical University, of which 430 were resistant and 48 were sensitive. The clinical, pathological and immunohistochemical data and ultrasound images were collected.Firstly, the propensity score was used to process and match the data. Secondly, Logistic regression was used to screen clinical, pathological, and conventional ultrasound features associated with endocrine resistance. Then, PyRadiomics was used to extract the radiomic features of grayscale ultrasound images, and a series of methods such as Lasso regression were used to screen the radiomic features related to endocrine resistance. Seven machine learning methods such as random forest were used to build a radiomics model. Finally, clinical, pathological and ultrasound features were added to establish a clinical pathological model, a clinical pathological ultrasound model, a clinical pathological radiomics model and a combined model of the four features, and the model effectiveness was evaluated.Results:①Propensity score matching: 96 patients were matched, including 48 patients in the drug-resistant group and 48 patients in the sensitive group. ②Screening clinical pathological conventional ultrasound features related to endocrine resistance: lymph node metastasis, tumor diameter, posterior echo attenuation, and growth orientation were independent predictors of endocrine resistance (all P<0.05). ③Screening radiomics features related to endocrine resistance: 18 features such as Dependence Entropy. ④Establishing radiomics model: the machine learning model of random forest method (AUC=0.80) performed best. ⑤Radiomics model integrating clinical, pathological and conventional ultrasound features: the AUC of the clinical pathological model was 0.70, the AUC of the clinical pathological ultrasound model was 0.78, the AUC of the clinical pathological radiomics model was 0.82, and the AUC of the combined model was 0.86. Conclusions:The radiomics model established by the random forest method performs best in predicting endocrine resistance in HR-positive breast cancer. The model that integrates multiple features performs best in assessing endocrine resistance.which is expected to provide an objective basis for clinicians to predict endocrine resistance in HR-positive breast cancer.
2.A preliminary investigation on internal exposure dose of artificial radionuclides in nuclear medicine staff
Shuqiang YANG ; Xiaowen CHEN ; Meijia ZHAO ; Luqian ZHAO ; Hongran QIN ; Jingjing WANG ; Jiawei HE ; Xiaohua XU
Shanghai Journal of Preventive Medicine 2023;35(3):258-261
ObjectiveTo tentatively understand the status of radioactive contamination in nuclear medicine personnel. MethodsA total of 34 radiation staff engaged in nuclear medicine diagnosis and treatment were selected from two hospitals in Shanghai as the survey subjects.Among the 34 medical staff, 8 were nuclear medicine doctors, 14 were nuclear medicine technicians and 12 were nuclear medicine nurses. After surface contamination monitoring was first carried out to confirm that they had no surface radioactivity contamination, whole body scanning was performed with a whole body counter to determine whether they were internally contaminated with artificial radionuclides. ResultsThe α surface contamination was not detected in the nuclear medical staff. The β surface contamination of the nuclear medicine doctors, technicians and nurses was (13.8±0.8), (14.1±0.8) and (14.0±0.7) times per second, respectively. There were 2, 2, and 4 nuclear medicine doctors who were contaminated with 18F, 99mTc and 131I, 3, 5, and 2 nuclear medicine technicians who were contaminated with 18F, 99mTc and 131I, and 6, 8, and 5 nuclear medicine nurses who were contaminated with 18F, 99mTc and 131I, respectively. The 18F activity of nuclear medicine technicians was 1 997‒9 401 Bq, and the 99mTc activity of nuclear medicine technicians and nurses was 3 699‒18 692 and 652‒388 22 Bq, respectively. One nuclear medicine nurse had a 99mTc activity of 35 389 Bq. According to the preliminary estimation of 131I internal irradiation dose, the maximum committed effective dose of nuclear medicine doctors, technicians and nurses could reach 0.370, 0.018 and 0.584 mSv, respectively. ConclusionThe nuclear medicine staff are exposed to radioactive contamination, and it is important to monitor and evaluate their internal radiation doses.
3.Effects of lead and manganese combined exposure on neurodevelopmental toxicity and JNK expression in zebrafish
Yuan XIA ; Chunyu WANG ; Ziyi LI ; Qin ZHOU ; Jiawei ZHU ; Xiaojing MENG ; Weichan HUANG ; Junyi WANG ; Qingsong CHEN
Journal of Environmental and Occupational Medicine 2023;40(5):583-588
Background Lead and manganese are heavy metal pollutants widely existing in the environment, which can accumulate in the human body through the food chain, exert neurotoxicity, and cause neurodegenerative disorders. Especially in early childhood, the developing blood-brain barrier and nervous system are highly susceptible to environmental chemical pollutants. Most of the previous studies focused on the toxic effects of single heavy metal such as lead or manganese, while the studies on combined toxic effect are still scarce, and involved mechanisms are still unclear. c-Jun N-terminal kinase (JNK) is involved in neuronal development and regeneration, and some studies have found that JNK is involved in lead or manganese induced neurotoxicity. Its role in the toxicity of combined lead and manganese is unknown. Objective To understand the neurodevelopmental toxicity mechanism and to observe changes of JNK expression in zebrafish induced by combined lead and manganese exposure at environmentlly low concentrations. Methods Zebrafish embryos within 2 h post fertilization (hpf) were divided into four groups: control group, lead exposure group (0.1 mg·L−1 lead acetate), manganese exposure group (0.3 mg·L−1 manganous chloride), and lead-manganese combined exposure group (0.1 mg·L−1 lead acetate +0.3 mg·L−1 manganous chloride) and exposed to lead or/and manganese at designed levels for 7 d. Spontaneous movements and motor locomotion were observed, and mortality rate were calculated. The changes of JNK mRNA expression in zebrafish were evaluated. Results The experimental results showed that no significant effect of lead or/and manganese on spontaneous movements and mortality rate was found in zebrafish compared with the control group (P>0.05). The results of locomotion analysis showed that compared with the control group, the activity counts and activity distance of zebrafish in the manganese exposure group were slightly increased (P<0.01); the activity counts and activity distance of zebrafish in the lead exposure group were reduced by 50% and those in the lead-manganese exposure group were reduced by 80% (P<0.01). Compared with the lead exposure group, the activity counts and activity distance of zebrafish in the lead-manganese combined exposure group decreased significantly by 60% (P<0.05). The real-time quantitative PCR results showed that the JNK mRNA expression level was significantly increased in the lead-manganese combined exposure group compared with the control group(P<0.01). Conclusion Lead exposure combined with manganese exposure at environmentlly low concentration can induce neurodevelopmental toxicity to zebrafish. JNK may be involved in neurodevelopmental toxicity induced by the combined exposure to lead and manganese.
4.Correlation between family environment and depressive symptoms among adolescents
Chinese Journal of School Health 2023;44(5):677-681
Objective:
To understand the relationship between family environment and depressive symptoms among adolescent, and to provide a reference for adolescent mental health promotion and intervention.
Methods:
From September to December in 2021, a questionnaire survey on family environment and depressive symptoms was conducted among 8 102 middle school students by random cluster sampling method in Shanghai, Urumqi, Changsha and Kunming. The Chi square test was used to compare the depression status of students in different family environments. Multivariate Logistic regression analysis was used to explore the relationship between family environment and depressive symptoms.
Results:
The detection rates of possible depression, likely depression and severe depression in adolescents were 11.2%, 5.9% and 8.4%, respectively. There were significant differences in the detection rate of depression by gender, academic period, urban and rural areas, family forms and only child statu( χ 2=87.60, 27.19, 6.65, 45.59, 4.78, P <0.05). Logistic regression analysis showed that adolescents in single parent families ( OR =1.45) and reorganized families( OR =1.69) were positively correlated with the occurrence of depressive symptoms compared with those in nuclear families( P <0.01).
Conclusion
Compared with nuclear families, the risks of adolescent depressive symptoms in single parent families and reorganized families are higher. Attention should be paid to the mental health education of teenagers from single parents and reorganized families to ensure the development of their physical and mental health.
5.Internal exposure levels of thyroid 131I in nuclear medical staff
Bin WANG ; Xiaowen CHEN ; Jiawei HE ; Hongran QIN ; Jiangtao BAI ; Linfeng GAO
Journal of Environmental and Occupational Medicine 2023;40(4):462-465
Background Based on numerous epidemiological studies, radionuclide 131I can result in thyroid disease. Objective To study the contamination level of thyroid 131I in 131I treatment associated radiation workers in nuclear medicine departments in Shanghai. Methods Based on a general survey on basic situation of nuclear medicine in Shanghai, the level of internal exposure of radiation workers involved in 131I treatment was assessed with questionnaires and on-site monitoring. A portable γ spectrometer was used for on-site detection, the intake and annual effective dose were estimated according to the measurement results. Physical examination reports were collected for radionuclide positive workers, and chromosome testing was performed. Results There were 579 nuclear medicine workers and 175 were engaged in 131I treatment in Shanghai. 131I was detected in thyroid of 18 workers, with a detection rate of 10.3%. Among them, the detection rates of thyroid 131I in nurses and cleaners were 23% and 25% respectively. The mean measured activity of thyroid 131I was 306.1 Bq and the maximum measured activity was 3716.9 Bq (nurse). The maximum intake was estimated at 37544 Bq and the median was 786.4 Bq. The average annual committed effective dose was 1.22 mSv and the maximum value was 14.87mSv. The chromosomal aberration rates of all detected workers were negative, and all blood indicators were normal except one with low hemoglobin. Conclusion The annual dose of nuclear medical staff engaged in 131I treatment does not exceed the national standard limit, but the internal exposure of nurses and cleaners should not be ignored. On the basis of strengthening protection and decontamination, routine internal exposure monitoring should be carried out.
6.Effects of different ventilation modes on diaphragm function in patients undergoing laparoscopic gynecological surgery
Jiawei HUANG ; Yuqian JIAO ; Xianya WANG ; Lindan HE ; Qin SHI ; Dengxin ZHANG
The Journal of Clinical Anesthesiology 2023;39(11):1125-1130
Objective To study the effects of pressure controlled ventilation(PCV)and volume controlled ventilation(VCV)on diaphragm function and the incidence of postoperative pulmonary complica-tions(PPCs)in patients undergoing laparoscopic surgery.Methods Sixty-six patients underwent laparo-scopic gynecological surgery under general anesthesia,aged 18-64 years,BMI 18-30 kg/m2,ASA physical status Ⅰ or Ⅱ were recruited.The patients were randomly divided into two groups:PCV group(group P)and VCV group(group V),33 cases in each group.All the patients were ventilated in VCV mode after induction.Group P was switched to PCV after pneumoperitoneum and group V maintained VCV until the end of operation after pneumoperitoneum.The diaphragm ultrasonic evaluation indexes including di-aphragmatic excursion(DE),diaphragm contraction velocity(DCV),and diaphragmatic rapid shallow breathing index(D-RSBI)were recorded before anesthesia induction,immediately after extubation,and 30 minutes after extubation.The mechanical ventilation time,artificial pneumoperitoneum time,the time from the end of artificial pneumoperitoneum to extubation,the cumulative dosage of cisatracuriumbesylate,and the patient's observer's assessment alert/sedation(OAA/S)immediately after extubation,the incidence of diaphragm dysfunction immediately after extubation and 30 minutes after extubation,and the cumulative in-cidence of PPCs in 1-3 days after operation.Results Compared with group V,DE in group P was in-creased significantly immediately after extubation(P<0.05),but there was no significant difference in DE of 30 minutes between the two groups after extubation.Compared with group V,DCV in group P was in-creased significantly immediately after extubation and 30 minutes after extubation(P<0.05),the inci-dence of PPCs in group P was significantly lower on the 1st day after operation(P<0.05).There were no significant differences in D-RSBI,time of mechanical ventilation,time of artificial pneumoperitoneum,time from the end of pneumoperitoneum to extubation,cumulative dosage of atracurium besylate,OAA/S score immediately after extubation,and the incidence of diaphragm dysfunction immediately after extubation and 30 minutes after extubation,and the cumulative incidence of PPCs on the 2nd and 3rd day after operation.Conclusion In lower abdominal endoscopic gynecological surgery,compared with volume-controlled venti-lation mode,pressure-controlled ventilation mode dose not reduce the incidence of postoperative diaphragm dysfunction,but dose alleviate the weakening of diaphragm inspiratory force and reduce the incidence of pul-monary complications on the first day after operation.
7.Comparison of four frailty assessment tools in preoperative assessment of elderly colorectal cancer patients
Jiawei FAN ; Ying WANG ; Xiaoqing SHI ; Shuwen QIN ; Lifen MAO ; Yaling XU ; Jianhua YIN
Chinese Journal of Modern Nursing 2023;29(20):2743-2749
Objective:To compare the consistency of preoperative frailty assessment in elderly colorectal cancer patients using Frailty Phenotype (FP), FRAIL Scale (FS), Clinical Frailty Scale (CFS), and Edmonton Frailty Scale (EFS), and their predictive performance in predicting the postoperative complication, so as to provide reference for nurses to choose appropriate frailty assessment tools.Methods:From December 2020 to October 2021, 207 elderly patients who underwent radical surgery for colorectal cancer at the General Surgery of the First Affiliated Hospital of Soochow University were selected as the study subject by convenience sampling. FP, FS, CFS, and EFS were used to assess patients' frailty. Taking postoperative complications as the outcome indicator, the predictive performance of four frailty assessment tools was compared using the receiver operating characteristic (ROC) curve and Bayes discriminant analysis.Results:The frailty detection rates of FP, FS, CFS, and EFS in 207 elderly colorectal cancer patients were 19.8% (41/207), 11.6% (24/207), 22.2% (46/207), and 10.1% (21/207), respectively. The areas under the ROC curves of FP, FS, CFS, and EFS were 0.714, 0.643, 0.737, and 0.665, respectively, with statistically significant differences (all P<0.01). Pairwise comparison found that there were statistically significant differences in the area under the ROC curve between FP and FS, FS and CFS, CFS and EFS ( P<0.05). The cross validation accuracy of FP, FS, CFS and EFS in predicting the postoperative complication in elderly colorectal cancer patients was 78.7%, 68.6%, 76.3%, and 75.8%, respectively. Conclusions:FP and CFS have moderate predictive performance for postoperative complications in elderly colorectal cancer patients, and there is no difference in predictive performance between the two. Both CFS and FP can be used for the assessment of preoperative frailty in elderly colorectal cancer patients, but considering clinical applicability, CFS is recommended.
8.Association between physical activity and cardiopulmonary endurance of Chinese children and adolescents
CHEN Zegang,DING Ji, WAN Qin, YIN Xiaojian, WU Huipan, DENG Ting, LI Jiawei, WANG Jinxian
Chinese Journal of School Health 2022;43(3):429-432
Objective:
To understand physical activity status and its relation with cardiopulmonary endurance among Chinese children and adolescents, so as to provide reference for cardiopulmonary endurance improvement and intervention of Chinese children and adolescents.
Methods:
During September to November 2018, a stratified cluster sampling method was used to select 4 269 children and adolescents aged 7-18 years in six major regions of China, 20 m shuttle run test and physical activity were assessed.
Results:
Average duration for daily lowintensity physical activity among boys was (31.49±30.01) min, for moderate to vigorous physical activity (68.37±46.50) min. Average duration for low intensity physical activity among girls was (34.02±31.58) min, for moderate to vigorous physical activity was (63.02±44.91) min. The number of 20 m shuttle run test for boys reached ( 36.17 ±21.94) times, and the maximal oxygen uptake per minute was (44.51±5.05) mL/kg; the number of 20 m shuttle run test for girls reached (26.59±12.56) times, and the maximal oxygen uptake per minute was (41.99±5.29) mL/kg. There were statistically significant differences in the number of 20 m shuttle run test and maximal oxygen uptake across age groups in boys ( F= 589.37 , 152.79, P <0.01), as well as that in girls ( F=305.21, 1 032.46, P <0.01). The proportion of boys and girls who met moderate to vigorous physical activity standard was 49.24% and 42.92%, respectively. Linear regression analysis showed that there was a significant positive correlation between the duration of moderate to vigorous physical activity and maximal oxygen uptake ( β=0.11, P < 0.01).
Conclusion
There is a significant correlation between moderate to vigorous physical activity with cardiorespiratory endurance among Chinese children and adolescents. Higher level of moderate to vigorous physical activity is important to help improve cardiopulmonary endurance among children and adolescents.
9.Effects of chronic lead acetate exposure on neurobehavior and serum metabolomics in mice
Yunting LI ; Jiawei ZHU ; Yongjie XU ; Anfei LIU ; Qin ZHOU ; Xiaojing MENG
Journal of Environmental and Occupational Medicine 2022;39(2):133-140
Background Chronic low-level exposure to lead can damage the central nervous system and cause anxiety-like behavior. However, whether changes of blood metabolites occur in this process and its relationship with lead-induced neurobehavioral disorder remain unclear. Objective To explore the effects of chronic lead acetate (PbAc) exposure at different concentrations on anxiety-like behavior and serum metabolites and their relationships in mice, as well as the mechanism of lead exposure on neurobehavioral injury in mice from the perspective of metabolomics. Methods A total of 64 healthy 4-week-old C57BL/6J mice, half male and half female, were randomly divided into four groups: control group (normal drinking water), 20 mg·L−1 PbAc group, 100 mg·L−1 PbAc group, and 500 mg·L−1 PbAc group. After 10 weeks of free drinking of water containing designed concentrations of PbAc, the mice were tested for anxiety-like behavioral changes by open field experiment. After the mice were anesthetized, blood was collected from the eyes, the serum was separated, and the effects of designed doses of lead exposure on metabolites in the serum of mice were compared by liquid chromatography with tandem mass spectrometry combined with principal component analysis and partial least squares discrimination analysis. Results The results of the open field experiment showed that the reductions in movement time spent in central area in the 100 mg·L−1 and 500 mg·L−1 PbAc groups compared with the control group were of statistical significance (P<0.05); the reduction in crossing times of central region in the 500 mg·L−1 PbAc group was statistically significant compared with the control group (P<0.05); the increases in defecation frequency in the 100 mg·L−1 and 500 mg·L−1 PbAc groups were statistically significant compared to the control group (P<0.05). In both positive and negative ion modes, compared with the control group, 157 differential metabolites were screened out in the 20 mg·L−1 PbAc group, of which 80 were up-regulated and 77 were down-regulated; 172 differential metabolites were screened out in the 100 mg·L−1 PbAc group, of which 57 were up-regulated and 115 were down-regulated; 119 differential metabolites were screened out in the 500 mg·L−1 PbAc group, of which 42 were up-regulated and 77 were down-regulated. The results of the KEGG enrichment analysis on the differential metabolites revealed alterations in metabolic pathways mainly involving primary bile acid biosynthesis, bile secretion, and cholesterol metabolism. Among the differential metabolites, norethisterone was positively correlated with the number of central region crossings (r=0.406, P<0.05); dihydrothymine was negatively correlated with the number of central region crossings (r=−0.346, P<0.05); lysophosphatidylcholine 22∶1 and lysophospholipid 14∶0 were negatively correlated with time spent in central region (r=−0.429, P<0.05; r=−0.374, P<0.05). Conclusion Chronic lead exposure induces anxiety-like behavior in mice, and this altered behavior is associated with altered metabolites in serum, with differential metabolites enriched primarily in the metabolic pathways of primary bile acid biosynthesis, bile acid secretion, and cholesterol metabolism.
10.Functional characterization of piggyBac-like elements from Nilaparvata lugens (Stål) (Hemiptera: Delphacidae).
Jun LYU ; Qin SU ; Jinhui LIU ; Lin CHEN ; Jiawei SUN ; Wenqing ZHANG
Journal of Zhejiang University. Science. B 2022;23(6):515-527
PiggyBac is a transposable DNA element originally discovered in the cabbage looper moth (Trichoplusia ni). The T. ni piggyBac transposon can introduce exogenous fragments into a genome, constructing a transgenic organism. Nevertheless, the comprehensive analysis of endogenous piggyBac-like elements (PLEs) is important before using piggyBac, because they may influence the genetic stability of transgenic lines. Herein, we conducted a genome-wide analysis of PLEs in the brown planthopper (BPH) Nilaparvata lugens (Stål) (Hemiptera: Delphacidae), and identified a total of 28 PLE sequences. All N. lugens piggyBac-like elements (NlPLEs) were present as multiple copies in the genome of BPH. Among the identified NlPLEs, NlPLE25 had the highest copy number and it was distributed on five chromosomes. The full length of NlPLE25 consisted of terminal inverted repeats and sub-terminal inverted repeats at both terminals, as well as a single open reading frame transposase encoding 546 amino acids. Furthermore, NlPLE25 transposase caused precise excision and transposition in cultured insect cells and also restored the original TTAA target sequence after excision. A cross-recognition between the NlPLE25 transposon and the piggyBac transposon was also revealed in this study. These findings provide useful information for the construction of transgenic insect lines.
Amino Acid Sequence
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Animals
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Animals, Genetically Modified
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DNA Transposable Elements/genetics*
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Hemiptera/genetics*
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Transposases/genetics*


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