1.Comparison of interobserver variations in delineation of target volumes and organs-at-risk for intensity-modulated radiotherapy of nasopharyngeal carcinoma among physicians from different levels of cancer centers
Meining CHEN ; Yimei LIU ; Yinglin PENG ; Qiuying XIE ; Jinping SHI ; Rong HUANG ; Chong ZHAO ; Xiaowu DENG ; Meijuan ZHOU
Chinese Journal of Medical Physics 2024;41(3):265-272
Objective To assess inter-observer variations(IOV)in the delineation of target volumes and organs-at-risk(OAR)for intensity-modulated radiotherapy(IMRT)of nasopharyngeal carcinoma(NPC)among physicians from different levels of cancer centers,thereby providing a reference for quality control in multi-center clinical trials.Methods Twelve patients with NPC of different TMN stages were randomly selected.Three physicians from the same municipal cancer center manually delineated the target volume(GTVnx)and OAR for each patient.The manually modified and confirmed target volume(GTVnx)and OAR delineation structures by radiotherapy experts from the regional cancer center were used as the standard delineation.The absolute volume difference ratio(△V_diff),maximum/minimum volume ratio(MMR),coefficient of variation(CV),and Dice similarity coefficient(DSC)were used to compare the differences in organ delineation among physicians from different levels of cancer centers and among the 3 physicians from the same municipal cancer center.Furthermore,the IOV of GTVnx and OAR among physicians from different levels cancer centers were compared across different TMN stages.Results Significant differences in the delineation of GTVnx were observed among physicians from different levels of cancer centers.Among the 3 physicians,the maximum values of △V_diff,MMR,and CV were 97.23%±83.45%,2.19±0.75,and 0.31±0.14,respectively,with an average DSC of less than 0.7.Additionally,there were considerable differences in the delineation of small-volume OAR such as the left and right optic nerves,chiasm,and pituitary,with average MMR>2.8,CV>0.37,and DSC<0.51.However,relatively smaller differences were observed in the delineation of large-volume OAR such as the brainstem,spinal cord,left and right eyeballs,and left and right mandible,with average△V_diff<42%,MMR<1.55,and DSC>0.7.Compared with the differences among physicians from different levels cancer centers,the differences among the 3 physicians from the municipal cancer center were slightly reduced.Furthermore,there were also differences in the delineation of target volumes for NPC among physicians from different levels cancer centers,depending on the staging of the disease.Compared with the delineation of target volumes for earlier stage patients(stages I or II),the differences among physicians in the delineation of target volumes for advanced stage patients(stages III or IV)were smaller,with average △V_diff and DSC of 98.31%±67.36%vs 69.38%±72.61%(P<0.05)and 0.55±0.08 vs 0.72±0.12(P<0.05),respectively.Conclusion There are differences in the delineation of GTVnx and OAR in radiation therapy for NPC among physicians from different levels of cancer centers,especially in the delineation of target volume(GTVnx)and small-volume OAR for early-stage patients.To ensure the accuracy of multicenter clinical trials,it is recommended to provide unified training to physicians from different levels of cancer centers and review their delineation results to reduce the effect of differences on treatment outcomes.
2.Research on the Virulence Identification and Preservation Methods of Desert-type Leishmania donovani Strains
Lifu LIAO ; Yun LUO ; Shen SHI ; Yimei XU
Laboratory Animal and Comparative Medicine 2023;43(6):619-625
ObjectiveTo determine the virulence of desert-type Leishmania donovani strains through animal infection experiments and to explore preservation methods for maintaining their pathogenicity.Methods The isolated strain was cultured in vitro for 7, 30, 36, 44, 60, 90, and 150 days, respectively, and inoculated into Lagurus lagurus (L.lagurus) with the dose of 2.6×105 per animal by intraperitoneal injection. The spleen coefficient, infection rate, and antibody positive rate of the inoculated animals were detected at day 60 after infection. The desert-type Leishmania donovani strain was further inoculated with Cricetulus migratorius (C.migratorius) and L. lagurus, respectively, for passaging and preservation. The survival time of two kinds of animals andpathogenicity change of the stain in their bodies were compared.ResultsAfter inoculation of desert-type Leishmania donovani strains cultured in vitro for 7-150 days, the spleen coefficient of inoculated L.lagurus gradually increased from 1% on day 7 to 2.2% on day 30, which was more than 10 times of the normal spleen coefficient. Additionally, on day 60, the spleen coefficient remained 3 times higher than the normal value. The infection rate and antibody positive rate decreased from 80% on day 7 to 0% on day 60. At 90 days, there were no significant differences between the infected groups and the control group, and all the observed indexes were within the normal range. The survival time of L.lagurus infected with the in vivo passage strain ranged from 1 to 13 months, and half of the infected individuals died within 4 months. In contrast, C.migratorius had a survival time ranging from 5 to 31 months, and half of the infected individuals died within an average of 13.7 months. There was a significant difference in the average time of death between the two groups (t=0.000 1, P<0.001), but no significant difference in spleen coefficient (t=0.990, P>0.05). This strain exhibited equal virulence in both animals and remained virulent for up to 4 years after continuous passage.ConclusionWith the prolonged culture time, the virulence of the strain decreases gradually. At 90 d, it has no pathogenicity to L. lagurus. Long-term in vitro culture fails to preserve it's pathogenicity to L.lagurus. Only in vivo inoculation can maintain the virulence of this strain.
3.Machine learning-based prediction of long-term mortality in patients with atrial fibrillation and coronary heart disease aged 60 years and over
Min DONG ; Tong ZOU ; Bingfeng PENG ; Jiyun SHI ; Lei XU ; Zuowei PEI ; Yimei QU ; Meihui ZHANG ; Fang WANG ; Jiefu YANG
Chinese Journal of Geriatrics 2022;41(7):804-810
Objective:To establish a long-term mortality rate prediction model for patients aged 60 years and over with atrial fibrillation and coronary heart disease using the machine learning method, and identify the corresponding risk factors of mortality.Methods:In this retrospective cohort study, a total of 329(11 cases lost of follow-up)patients with 183 males(55.6%)and 146 females(44.4%), aged(77.8±7.3)years, and 142 patients aged 80 years or older(43.2%)were selected in our hospitals from January 2013 to March 2015.And their clinical data on atrial fibrillation and coronary heart disease were analyzed.They were divided into the death group(151 cases)and the survival group(167 cases)according to the survival outcome.In addition, 60 patients aged 60 years and over admitted to our hospitals from April to July 2015 with atrial fibrillation and coronary heart disease were selected as external data validation set.The clinical data included age, gender, body mass index, diagnosis, co-morbidity, laboratory indicators, electrocardiogram, echocardiogram, treatment data.These patients were followed up for at least 6 years, and the main adverse cardiovascular and cerebrovascular events(MACCE), including death, were recorded.Finally, the data of the enrolled patients were randomly divided into the training set and the test set according to the ratio of 9∶1, Different models were established to predict the long-term mortality of patients with atrial fibrillation and coronary heart disease by machine learning algorithm.The optimal model was established by substituting external data(60 cases)into the model for verification and comparison.The top 20 risk factors for mortality were determined by Shapley additive explanation(SHAP)algorithm.Results:A total of 329 hospitalized patients were included in this study, the overall median follow-up time was 77.0 months(95% CI: 54.0~84.0), 11 cases lost during follow-up(3.3%), and 151 cases died(45.9%). The analysis found that the areas under the ROC curve for a support vector machine(SVM)model, k-Nearest Neighbor(KNN)model, decision tree model, random forest model, ADABoost model, XGBoost model and logistic regression model were 0.76, 0.75, 0.75, 0.91, 0.86, 0.85 and 0.81, respectively.The random forest model had the highest prediction efficiency, with the accuracy of 0.789 and F1 value of 0.806, which was better than the logistic regression model[the Area Under Receiver Operating Characteristic Curve(AUC): 0.91 vs.0.81, P<0.05]. D-dimer, age, number of MACCE, left ventricular ejection fraction, serum albumin level, anemia, New York Heart Association(NYHA)grade, history of old myocardial infarction, estimated glomerular filtration rate(eGFR)and resting heart rate were important risk factors for predicting long-term mortality. Conclusions:The random forest model based on machine learning method can predict the long-term mortality of patients with atrial fibrillation and coronary heart disease aged 60 years and over, have a good identification ability.Its accuracy is higher than that of the traditional Logistic regression model.Reducing the long-term mortality and improving the long-term outcomes can be achieved by intervening on D-dimer levels, correcting hypoproteinemia and anemia, improving cardiac function and controlling resting ventricular rates.
4.Hair Growth Promoting Effects of 650 nm Red Light Stimulation on Human Hair Follicles and Study of Its Mechanisms via RNA Sequencing Transcriptome Analysis
Kai YANG ; Yulong TANG ; Yanyun MA ; Qingmei LIU ; Yan HUANG ; Yuting ZHANG ; Xiangguang SHI ; Li ZHANG ; Yue ZHANG ; Ji’an WANG ; Yifei ZHU ; Wei LIU ; Yimei TAN ; Jinran LIN ; Wenyu WU
Annals of Dermatology 2021;33(6):553-561
Background:
Androgenetic alopecia (AGA) leads to thinning of scalp hair and affects 60%~70% of the adult population worldwide. Developing more effective treatments and studying its mechanism are of great significance. Previous clinical studies have revealed that hair growth is stimulated by 650-nm red light.
Objective:
This study aimed to explore the effect and mechanism of 650-nm red light on the treatment of AGA by using ex vivo hair follicle culture.
Methods:
Human hair follicles were obtained from hair transplant patients with AGA. Hair follicles were cultured in Williams E medium and treated with or without 650-nm red light.Real-time RT-PCR and immunofluorescence staining were used to detect the expression level of genes and proteins in hair follicles, respectively. RNA-sequencing analysis was carried out to reveal the distinct gene signatures upon 650 nm treatment.
Results:
Low-level 650 nm red light promoted the proliferation of human hair follicles in the experimental cultured-tissue model. Consistently, 650 nm red light significantly delayed the transition of hair cycle from anagen to catagen in vitro. RNA-seq analysis and gene clustering for the differentially expressed genes suggests that leukocyte transendothelial migration, metabolism, adherens junction and other biological process maybe involved in stimulation of hair follicles by 650-nm red light treatment.
Conclusion
The effect of 650-nm red light on ex vivo hair follicles and the transcriptome set which implicates the role of red light in promoting hair growth and reversing of miniaturization process of AGA were identified.
5.Post-thyroidectomy syndrome following endoscopic thyroidectomy via areola approach vs open operation: a retrospective cohort study
Li YU ; Yuan HU ; Xiting BAO ; Xin LIU ; Yiqing SHI ; Yimei JIANG ; Ming XIANG ; Qinghua WU
Chinese Journal of Endocrine Surgery 2021;15(4):382-386
Objective:To estimate and analyze the occurrence of post-thyroidectomy syndrome (PTS) following endoscopic thyroidectomy via areola approach (ETAA) vs open thyroidectomy (OT) .Methods:Data of 903 consecutive cases, aged from 20 to 66 with 231 males and 672 females, in Department of General Surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, from Jan. 2016 to Dec. 2017 were analyzed retrospectively. They were enrolled according to the same criteria. Based on different procedures, the cases were divided into ETAA group (n=162) and OT group (n=741) . Intraoperative procedure was according to unified principle. Drainage tube was removed if 24-hour drainage volume was less than 20 ml. Following-up was implemented by telephone or outpatient clinic. Data of 2 groups of 5 PTS items during 1 m, 3 m, 6 m and 1 y postoperatively and the scores of the medical outcomes study short form 36-item health survey (SF-36) V2 were analyzed by independent sample t test and repeated measures analysis of variance. Results:The patients of 2 groups were all followed up for more than 1 y with 43 cases censored (4.8%) . Demographic data of the rest of 2 groups were not different statistically ( P>0.05) . Median of every phase scores of the 5 items of PTS were 0 to 1. Scores of the 5 items were decreased gradually in accordance with time factor ( P=0.000) . The scores of peculiar feeling at the surgical site and discomfort in neck were different statistically during 1 m and 3 m postoperatively ( P=0.000) . Incidence of peculiar feeling at the surgical site in 1 m and 3 m postoperatively in ETAA group (54, 38.8% and 8, 5.8%) was higher than that in OT group (153, 21.2% and 20, 2.8%) . However, incidence of discomfort in neck in ETAA group (14, 10.1% and 0) was lower than in OT group (194, 26.9% and 53, 7.4%) . The other 3 items at all phases were not different statistically ( P>0.05) . The SF-36 V2 scores at 1 y postoperatively of 2 groups were not different statistically ( P=0.458) . Conclusions:PTS is a common symptom after OT or ETAA. It is frequent within early phase after thyroidectomy and is decreased significantly within 6 m. Peculiar feeling at the surgical site occurs less in OT than in ETAA in early postoperative phase and discomfort in neck occurs more, conversely.
6.Intelligent management of hospital drugs and consumables through Internet of things
Qingyin LI ; Li SHI ; Shuo CHEN ; Yujia HUANG ; Yingli ZHENG ; Fengqin ZHANG ; Yimei ZHANG ; Yang YUAN ; Baozhen QIU
Chinese Journal of Hospital Administration 2020;36(9):769-772
Under the policy background of zero addition of drugs and consumables in public hospitals, with clinical practice as the guide and information platform as the means, the hospital constructed an intelligent management system for hospitals′ drugs and consumables through the Internet of things. The hospital adopted the intelligent medicine cabinet extended ward management, consumables " one material, one code" two-level warehouse management mode, reengineering the material supply process.Finally, it can realize the whole process traceability of information, unify the flow of goods and data, save human resources, improve the efficiency of operation and management, and achieve the purpose of ensuring safety, reducing costs and increasing benefits.
8.Effects of IFNα?2b on serum Hepcidin in hepatitis C patients
Sicong HUANG ; Yongjie SHI ; Yimei CHEN ; Zhe LI ; Hongyun JIA ; Xiaoman WU
The Journal of Practical Medicine 2017;33(5):785-788
Objective To investigate the effects of interferon alpha?2b(IFNα?2b)on serum Hepcidin in hepatitis C patients and its mechanism. Methods Hepatitis C patients were divided evenly into treatment group and control group according to whether they had received treatment with IFNα?2b in the past 3 months. The serum hepci?din was compared between the two groups. HepG2 cells and LO2 cells were treated for 24 hours at varied levels of IFNα?2b(0,50,100,200,400μL)and real?time PCR was used to detect the hepcidin,interleukin?6(IL?6)and signal transduction and transcription activator 3(STAT3)mRNA expression of cells. The protein levels of STAT3 and phosphorylated STAT3(pSTAT3)were measured by Western blot. The changes of these indexes were observed with the gradual increase of IFNα?2b levels. Results Serum Hepcidin level in the treatment group was significantly lower than the control(P<0.05). IFNα?2b inhibited the Hepcidin mRNA in HepG2 cells and LO2 cells. pSTAT3 was significantly decreased with the increased levels of IFNα?2b(P<0.05),and the expression of IL?6 and STAT3 had no significant changes with the increase of IFNα?2b. Conclusion The serum Hepcidin levels can be decreased because IFNα?2b suppresses the expression of Hepcidin,and its mechanism may be related with inhibited STAT3 pathway activation.
9.Parasitic infection in a closed group of outbred Meriones meridianus and results of parasite eradication
Yimei XU ; Xinguo WANG ; Shen SHI ; Yun LUO ; Yan ZHANG ; Shunsheng YAN ; Xiaohua DAI ; Hongqiong ZHAO
Acta Laboratorium Animalis Scientia Sinica 2016;24(5):499-502
Objective In order to lay the foundation for establishment of a clean grade Meriones meridianus popu-lation, and provide reference for the formulation of Meriones meridianus parasite detection standard.Methods A survey of parasite infection in Meriones meridianus was carried out, and three kinds of antiparasitic drugs, tetramethrin/per-methrin, praziquantel, and tinidazole were used in high-, medium-and low-doses for eradication of the target parasites. Results Three types of parasites were detected among the animals.The infection rate of surface parasite Myobia musculi was 82.1%(23/28), that of intestinal parasite Hymenolepis nana was 78.1% (25/32) and Tritrichomonas muris was 90.6%(29/32).Significant results of parasite eradication were achieved with the antiparasitic drugs.Medicated bath u-sing 1%tetramethrin/permethrin for 30 s every 4 days for 5 times and 1.5%tetramethrin/permethrin for 30 s every 4 days for 3 times completely eradicated the surface Myobia musculi infection.Praziquantel in a dose of 31 mg/kg by daily gastric gavage for consecutive 7 days was the optimal dosage to completely eradicate the intestinal Hymenolepis nana.Tinidazole in a dose of 42 mg/kg administered by gastric gavage daily for consecutive 7 days was the optimal dosage for eradication of in-testinal Tritrichomonas muris infection.Conclusions Three types of parasites are detected in Meriones meridianus in our laboratory, i.e.surface infection with Myobia musculi, and intestinal infection with Tritrichomonas muris and Hymenolepis nana.Tetramethrin/permethrin, praziquantel and tinidazole can be used to effectively eradicate these three types of para-sites, respectively.
10.Risk factors for coronary artery aneurysms in children with Kawasaki disease
Zun CHEN ; Ying QIAN ; Yimei SHI ; Youcheng WANG ; Guoping JIANG
Journal of Chinese Physician 2016;18(9):1340-1344
Objective To explore risk factors for coronary artery aneurysms (CAA) in children with Kawasaki disease (KD),and reduce the rate of serious sequelae of cardiovascular diseases.Methods All the patients were diagnosed as KD in Children’s Hospital Affiliated to Medical College of Zhejiang University from January 2009 to January 2014.A total of 679 cases was included,and 42 with concurrent CAA,181 with concurrent coronary artery expansion (CAD),and 456 without coronary artery damage cases (non-coronary artery lesion,NCAL).Coronary artery damage was related to factors such as gender,age,fever,white blood cell count (WBC),hemoglobin (Hb),platelet count (PLT),erythrocyte sedimentation rate (ESR),C-reactive protein (CRP),alanine aminotransferase,serum potassium,plasma amino terminal brain natriuretic peptide precursor (NT-proBNP),and acrylic ball resistance.SPSS 18.0 software package was used for risk factor analysis.Qualitative data using chi-square test,was used to analyze the high risk factors of CAA group,and logistic multivariate regression analysis was also used.Results Chi-square test showed that male,with febrile days > 14 d,NT-proBNP ≥ 1 000 ng/L,immunoglobulin resistance was more likely to have KD concurrent CAA (P < 0.05).Multiple Logistic regression analysis showed that male [OR =4.092,95% CI (1.514,11.060),P =0.004],febrile days >14 d [OR =12.436,95% CI (4.599,33.631),P =0.000],NT-proBNP≥ 1 000 ng/L [OR =3.305,95% CI (1.401,7.794),P =0.005],and immunoglobulin resistance [OR =3.842,95 % CI (1.562,9.453),P =0.000] were independent risk factors for KD concurrent CAA.Conclusions Male children,febrile days > 14 d,NT-proBNP≥ 1 000 ng/L,and immunoglobulin resistance were independent risk factors of CAA.

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