1.Bioinformatics combined with machine learning to identify early warning markers for severe dengue
Yizi XIE ; Shaofeng ZHAN ; Huiting HUANG ; Wujin WEN ; Xiaohong LIU ; Yong JIANG
Journal of China Medical University 2024;53(7):583-590
Objective The goals of this study were to identify early warning markers of severe dengue based on bioinformatics com-bined with machine learning,and explore the evaluation system of the risk of occurrence of severe dengue.Methods Based on the Gene Expression Omnibus database,the differentially expressed genes between dengue and severe dengue were analyzed,and Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses were conducted.Early warning genes of severe dengue were screened using a random forest model,and the accuracy of the genes was verified using receiver operating characteristic(ROC)curves.Finally,nomograms were constructed to quantify the warning genes and predict the risk of progression from dengue to severe dengue based on the expression level of these genes.Results A total of 817 differentially expressed genes were identified,along with the associated biolo-gical processes that may be closely related to the occurrence and development of severe dengue,namely,antimicrobial humoral response,humoral immune response,serine hydrolase activity,and arachidonic acid metabolism.Based on this analysis,five early warning genes were isolated:AZU1,PDCD4,COL4A3BP,TRPM4,and ATP4A.Among these,ATP4A,COL4A3BP,and TRPM4 showed low expression levels,whereas AZU1and PDCD4were highly expressed.The ROC curves indicated that these genes were accurate pre-dictors of severe dengue.The nomograms indicated good predictive accuracy,clinical benefit rate,and clinical effectiveness of the model.Conclusion Measuring the expression levels of five warning genes(AZU1,PDCD4,COL4A3BP,TRPM4,and ATP4A)may help to evaluate the risk of severe dengue.
2.Research progress of potassium ion channel Eag1 in tumor
Xu-Zhao WANG ; Bo-Chang WANG ; Ya-Fei CHEN ; Yong ZHAN ; Wen-Xin LIU ; Hai-Long AN
Chinese Pharmacological Bulletin 2024;40(5):823-828
Eag1(ether-à-go-go-1,also known as Kv10.1,KC-NH1)is a member of the KCNH gene family of voltage-gated potassiumion(K+)channels,which is mainly expressed in the central nervous system as well as in a variety of malignancies and plays an important role in tumor development.The study of the distribution and mechanism of action of Eag1 is of great impor-tance to reveal its physiological function and its association with pathological mechanisms.This paper reviews the current re-search progress on the physiological and pathological properties of Eag1,the relationship between Eag1 and tumor development and the anti-tumor application of Eag1 modulators.
3.Study on Risk Factors and Development of a Predictive Model for Recurrent In-stent Restenosis in Patients With Coronary Heart Disease After Percutaneous Coronary Intervention
Chenyujiang ZHU ; Zhan LYU ; Fasheng ZHU ; Yong WANG ; Yongpei HUANG ; Tianjie WANG ; Weixian YANG
Chinese Circulation Journal 2024;39(5):456-463
Objectives:To explore the risk factors for recurrent in-stent restenosis(R-ISR)in patients with coronary heart disease after percutaneous coronary intervention(PCI)and to develop a risk prediction model for R-ISR using a nomogram. Methods:All patients treated for ISR at the Fuwai Hospital,Chinese Academy of Medical Sciences from January to December 2017 were eligible for this study.A total of 1 102 ISR patients were included for analysis.Based on the recurrence of ISR after PCI,patients were divided into R-ISR group and non-R-ISR group.Univariate Cox regression analyses,LASSO regression analyses,and the combination of clinical experience were used to select predictors of R-ISR.A multivariate Cox regression model was used to analyze the independent risk factors of R-ISR and to develop a risk prediction model. Results:The median follow-up duration for participants was 1 264(1 169,1 334)days,the incidence rate of R-ISR after PCI was 10.1%.Multivariate Cox regression analysis showed that age(HR=0.98,95%CI:0.96-0.99),total bilirubin(HR=0.95,95%CI:0.91-0.99),apolipoprotein A1(HR=0.08,95%CI:0.02-0.42),high-sensitivity C-reactive protein(HR=1.05,95%CI:1.01-1.10),and reference vessel diameter(HR=0.65,95%CI:0.44-0.98)were independent determinants of R-ISR.Accordingly,the R-ISR risk prediction model was developed with a nomogram,the AUC of this model to predicto R-ISR was 0.70(95%CI:0.64-0.77). Conclusions:Coronary heart disease patients with younger age,lower levels of total bilirubin and apolipoprotein A1,smaller vessel diameter,and higher levels of high-sensitivity C-reactive protein are at higher risk of R-ISR.The developed visual risk prediction model for R-ISR shows promising predictive performance but still requires further optimization and validation.
4.A meta-analysis of related factors of non-suicidal self-injury behaviors among sexual and gender minorities
Haojian ZHAN ; Yong SHEN ; Weihua YUE
Chinese Mental Health Journal 2024;38(11):1009-1015
Objective:To explore the related factors of non-suicidal self-injury behaviors among sexual and gender minorities.Methods:The database of CNKI,CBM,PubMed,Web of Science,Embase,PsycINFO and CI-NAHLwere retrieved.Software RevMan 5.3 was applied to perform Meta-analysis.Results:A total of 10 articles were included,with a total of 18 520 subjects.Seven factors were included in the meta-analysis.Among them,at-tempted suicide,depression,general victimization and victimization because of sexual and gender minority were riskfactors for non-suicidal self-injury behaviors among sexual and gender minorities(OR=6.50,3.67,1.50,1.48).Care of non-parent adult,parental contact and safe campus environment were protective factors for non-sui-cidal self-injury behaviors among sexual and gender minorities(OR=0.91,0.87,0.75).Conclusion:Sexual and gender minorities who are attempted suicide,with depression,with general victimization and with victimization be-cause of sexual and gender minority identity are more likely to bring about non-suicidal self-injury,and care of non-parent adult,parental contact and safe campus environment can reduce non-suicidal self-injury behaviors among sex-ual and gender minorities.
5.Evaluation on clinical efficacy of three-dimensional reconstruction guided uniportal fluorescence thoracoscopic subsegmentectomy for the pulmonary nodules
Bicheng ZHAN ; Jian LIU ; Jian CHEN ; Yongzhi LIU ; Kunliang GUO ; Xiao WANG ; Yanzheng XIONG ; Yong TANG ; Mingbo GU
Chinese Journal of Thoracic and Cardiovascular Surgery 2024;40(11):641-646
Objective:To analyze the clinical efficacy of three-dimensional(3D) reconstruction guided uniportal fluorescence thoracoscopic subsegmentectomy for the pulmonary nodules.Methods:We retrospectively analyzed 50 patients with nodules who underwent uniportal fluorescence thoracoscopic subsegmentectomy from December 2021 to February 2024. All patients underwent thin-slice CT scanning and 3D reconstruction preoperatively. 12 patients were given CT-guided hookwire localization preoperatively.The intersegmental plane was identified by fluorescence method.Results:One patient was converted to right upper lobectomy due to no lesion found in S1b. The mean blood loss was(23.4±16.5)ml and the mean operative time was(126.5±38.5)min. The mean duration of postoperative drainage was(2.6±0.8)days. Mean postoperative hospitalization was(4.8±1.8)days. There were 2 cases with postoperative pulmonary infections, including one with encapsulated pleural effusion. There was no air leakage over 3 days, and no death within 30 days after surgery.Conclusion:3D reconstruction guided uniportal fluorescence thoracoscopic subsegmentectomy is a safe and feasible technique for resection of pulmonary nodules in lung subsegments, and surgical indications must be strictly controlled.
6.A Series of N-of-1 Trials on the Treatment of Stable Stage of Bronchiectasis(Phlegm Heat Accumulating in the Lung Pattern)with Modified Weijing Decoction
Chengxin LIU ; Zeting ZHAO ; Huiqiu LIANG ; Xiaofang LIU ; Xiufang HUANG ; Xiaohong LIU ; Shaofeng ZHAN ; Huiting HUANG ; Yong JIANG
Traditional Chinese Drug Research & Clinical Pharmacology 2024;35(6):878-883
Objective To evaluate the clinical efficacy and safety of modified Weijing Decoction in the treatment of stable stage of bronchiectasis(phlegm heat accumulating in the lung pattern).Methods A series of N-of-1 trials using bronchiectasis patients in stable stage with phlegm heat accumulation in the lung pattern were performed.Participants meeting inclusion criteria underwent two distinct treatment protocols during a therapy period.Modified Weijing Decoction was used in the experimental period and ambroxol tablets were used in the control period,washout periods were set.The medication-use order in the control period and experimental period is random.The visual analog scale(VAS)was used to assess symptom changes before and after treatment.24-hour sputum volume and COPD self-assessment test(CAT)scores were recorded,while adverse reactions were monitored during the study period.Statistical analysis and drawing were performed on SPSS 25.0 and GraphPad Prism 8.Comparison of inter-group differences before grouping was assessed by independent samples t-test.Analysis of symptom score,24-hour sputum volume and CAT scores in the experimental and control periods,as well as comparison of differences between the above two groups before and after treatment were performed using paired t-test,which enabled comprehensive exploration of clinical and statistical distinctions.Results A total of 9 patients participated in 16 rounds of analysis.Statistically significant differences(P<0.05)before and after the treatment in the experimental period were noted in total Traditional Chinese Medicine(TCM)symptom scores,cough,sputum,sputum color,chest tightness and chest pain,bitter and dry mouth,fatigue and tiredness,24-hour sputum volume,and CAT score.Paired t-tests revealed significant variations(P<0.05)in the total TCM symptom scores,sputum color scores,scores of chest tightness and pain,and 24-hour sputum volume between experimental and control periods.No adverse events related to the test methods or drugs occurred during the observation period.Conclusion Modified Weijing Decoction could comprehensively improve clinical symptoms of bronchiectasis patients in stable stage.It exhibits superior efficacy compared to ambroxol,and maintains a favorable safety profile.
7.A real-world study of clinicopathological characteristics and prognostic factors of gastrointes-tinal stromal tumor with initial surgical resection
Xiaona WANG ; Jingxin CAO ; Baogui WANG ; Hongjie ZHAN ; Yong LIU ; Xuewei DING ; Ning LIU ; Rupeng ZHANG ; Han LIANG
Chinese Journal of Digestive Surgery 2024;23(8):1080-1086
Objective:To investigate the clinicopathological characteristics and prognostic factors of gastrointestinal stromal tumor (GIST) with initial surgical resection.Methods:The retro-spective cohort study was conducted. The clinicopathological data of 847 GIST patients who under-went initial surgical resection in Tianjin Medical University Cancer Institute & Hospital from January 2011 to December 2020 were collected. There were 405 males and 442 females, aged (60±10)years. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was conducted using the t test. Measurement data with skewed distribution were represented as M(range). Count data were described as absolute numbers or percentages, and comparison between groups was conducted using the chi-square test. Comparison of ordinal data was conducted using the nonparameter rank sum test. The Kaplan-Meier method was used to calculate survival rates. Univariate analysis was conducted using the Log-rank test. Multivariate analysis was conducted using the COX regression model. Results:(1) Clinicopatholo-gical characteristics. Of 847 patients, the tumor primary location was stomach in 585 cases, jejunum and ileum in 142 cases, duodenum in 76 cases, colorectum in 10 cases, esophagus in 3 cases, and extra-gastrointestinal in 31 cases. There were 13 cases with liver metastasis and 22 cases with abdominal metastasis. The tumor maximum diameter was (7±5)cm, and the number of nuclear divisions was 4(range, 0-60) cells/50 high-power field or 5 mm 2. According to risk classification of National Institutes of Health (NIH), 31 cases were of extremely low risk, 238 cases were of low risk, 213 cases were of moderate risk, 365 cases were of high risk. There were 839 of 847 patients positive for CD117, 788 cases positive for Dog-1, 710 cases positive for CD34, respectively. There were 272 cases with Ki-67 <5%, 214 cases with Ki-67 of 5%- 9%, 198 cases with Ki-67 ≥10%, 163 cases with missing data. R 0 resection was in 814 cases and non-R 0 resection was in 33 cases. (2) Gene testing and postoperative adjuvant therapy of GIST patients. ① Gene testing. Of 847 patients, 424 underwent genetic testing. The proportion of genetic testing was 1.89%(1/53) in 2011, 9.76%(8/82) in 2012, 8.45%(6/71) in 2013, 15.66%(13/83) in 2014, 50.00%(40/80) in 2015, 55.26%(42/76) in 2016, 73.86%(65/88) in 2017, 68.27%(71/104) in 2018, 80.65%(75/93) in 2019, 88.03%(103/117) in 2020, respectively. Of 424 with genetic testing, 338 cases had KIT mutation, 31 cases had PDGFRA mutation, 55 cases were wild type. ② Adjuvant therapy. Of 847 patients, 253 patients underwent postoperative adjuvant therapy. The proportions of postoperative adjuvant therapy were 8.82%(21/238), 41.78%(89/213), 39.18%(143/365) in patients of low risk, moderate risk, high risk. Of 578 patients with moderate to high risk, the proportion of postoperative adjuvant therapy was 15.15%(5/33) in 2011, 14.71%(10/68)in 2012, 22.45%(11/49) in 2013, 29.09%(16/55) in 2014, 41.38%(24/58) in 2015, 46.15%(24/52) in 2016, 32.81%(21/64)in 2017, 60.00%(45/75) in 2018, 60.42%(29/48) in 2019, 61.84%(47/76) in 2020, respectively. Of 253 patients underwent postoperative adjuvant therapy, 247 cases received imatinib had 6 cases received sunitinib. (3) Comparison of clinicopathological characteristics of GIST with non-gastric origin and gastric origin. Of 847 patients, 262 cases had non-gastric origin and 585 cases had gastric origin. There were significant differences in gender, the number of tumor, tumor maximum diameter, Ki-67 index, risk classification of NIH, and R 0 resection between the two groups ( χ2=8.62, 8.40, 12.97, 6.57, Z=-6.15, χ2=17.19, P<0.05). (4) Analysis of influencing factors for recurrence-free survival rate in GIST patients. Results of multivariate analysis showed that the year of initial diagnosis, primary site, tumor maximum diameter, mitotic image, risk classification of NIH, R 0 resection, genetic testing and postoperative adjuvant therapy were independent factors influencing recurrence-free survival rate in GIST patients with initial surgical resection ( hazard ratio=0.58, 0.61, 2.00, 1.71, 5.81, 2.56, 0.65, 0.38, 95% confidence interval as 0.39-0.85, 0.45-0.83, 1.46-2.74, 1.24-2.35, 3.16-10.69, 1.63-4.02, 0.46-0.94, 0.25-0.56, P<0.05). Conclusions:GIST with initial surgical resection is common located in stomach, with high positive rate in CD117 and Dog-1. The number of people undergoing genetic testing and targeted therapy for GIST is increasing year by year. There are significant differ-ences in clinicopathological characteristics between GIST with non-gastric origin and gastric origin. The year of initial diagnosis, primary site, tumor maximum diameter, mitotic image, risk classifica-tion of NIH, R 0 resection, genetic testing and postoperative adjuvant therapy are independent factors influencing recurrence-free survival rate in GIST patients with initial surgical resection.
8.Review of gallium-based liquid metals for medical applications
Pei-Kai ZHAO ; Yu-Long WANG ; Yong-Kang ZHAN ; Jia-Xing QI ; Xu-Yi CHEN
Chinese Medical Equipment Journal 2024;45(11):97-102
The gallium-based liquid metals were introduced in terms of the advantages when applied in medical field,application status in medical imaging,drug delivery,antibiosis and tumor therapy and cutting-edge application in flexible e-skin,wearable sensor and flexible medical device.The deficiencies of the gallium-based liquid metals in durability,potential toxicity,high cost of preparation and difficulty of process control were analyzed when applied in medical fields.The future development directions of the gallium-based liquid metals were pointed out.[Chinese Medical Equipment Journal,2024,45(11):97-102]
9.Establishment and Evaluation of A Training System for Hospital Information Pharmacists Based on A Competency Model
Luchuan ZHAN ; Jingcheng HE ; Wenying CHEN ; Yong WANG ; Zhihua ZHENG ; Weihua LAI
Herald of Medicine 2024;43(10):1694-1699
Objective To establish and evaluate a talent training system for hospital information pharmacists based on a competency model,thereby enhancing refined management of pharmaceutical affairs in hospitals and promoting high-quality development of pharmacy services.Methods The current development status of hospital information pharmacists at home and abroad was examined.A competency model for hospital information pharmacist positions was established using methods such as behavioral event interviews.In conjunction with this model,training course outlines addressing knowledge and capability requirements were developed.National skill training classes for hospital information pharmacists were conducted using innovative teaching methods like scenario simulation and case discussion.Training effectiveness was evaluated by tracking participants'work performance and scientific research achievements in the field of pharmaceutical information through questionnaire surveys before and after the training.Results The hospital information pharmacist positions competency model was constructed in four parts:knowledge,experience,skills,and personal traits.Based on this model,a training system for hospital information pharmacists was established,which included setting job responsibilities and performance indicators,establishing a pharmacy information department system,designing a series of training courses and publishing textbooks,founding national training classes,creating a specialized question bank,and developing a digital pharmacy network platform.The project team tracked the work performance and scientific research achievements of participants before and after training,using the national hospital information pharmacist training class hosted by the Guangdong Pharmaceutical Association as an example.From 2018 to 2024,a total of 465 information pharmacists from 298 hospitals across 28 provinces and cities were trained over seven sessions.Questionnaires were sent to participants who had completed at least one year since graduation,and 236 valid responses were received.Of these,169(71.6% )participants reported playing a major role in pharmacy informatization projects after the training,and 65(27.5% )participants published papers,applied for projects,or filed for patents after the training,with the majority related to pharmacy automation and informatization.Conclusion A competency model for hospital information pharmacist positions was constructed and applied nationwide,achieving favorable results.
10.Clinical characteristics of 267 children with eosinophilic gastrointestinal disease:a multicenter study
Chun-Lei ZHAN ; Jie-Yu YOU ; Xiao-Qin LI ; Yong WANG ; Xian-Qin MEI ; Sheng-Hua WAN
Chinese Journal of Contemporary Pediatrics 2024;26(2):139-144
Objective To explore the clinical manifestations,endoscopic findings,histopathological changes,treatment,and prognosis of eosinophilic gastrointestinal disease(EGID)in children,with the aim of enhancing awareness among pediatricians about this condition.Methods Data of 267 children with EGID were prospectively collected from January 2019 to July 2022 at Jiangxi Children's Hospital,Hunan Children's Hospital,and Henan Children's Hospital.The age of onset,symptoms,physical signs,laboratory examination results,endoscopic findings,histopathological changes,and treatment outcomes were observed.Results Among the 267 children with EGID,the majority had mild(164 cases,61.4% )or moderate(96 cases,35.6% )clinical severity.The disease occurred at any age,with a higher prevalence observed in school-age children(178 cases).The main symptoms in infants were vomiting and hematemesis,while in toddlers,vomiting and bloody stools were prominent.Abdominal pain and vomiting were the primary symptoms in preschool and school-age children.Nearly half(49.4% )of the affected children showed elevated platelet counts on hematological examination,but there was no significant difference in platelet counts among children with mild,moderate,and severe EGID(P>0.05).Endoscopic findings in EGID children did not reveal significant specificity,and histopathological examination showed no specific structural damage.Among them,85.0% (227 cases)received acid suppression therapy,34.5% (92 cases)practiced dietary avoidance,20.9% (56 cases)received anti-allergic medication,and a small proportion(24 cases,9.0% )were treated with prednisone.Clinical symptoms were relieved in all patients after treatment,but three cases with peptic ulcers experienced recurrence after drug discontinuation.Conclusions Mild and moderate EGID are more common in children,with no specific endoscopic findings.Dietary avoidance,acid suppression therapy,and anti-allergic medication are the main treatment methods.The prognosis of EGID is generally favorable in children.[Chinese Journal of Contemporary Pediatrics,2024,26(2):139-144]

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