1.Application of AI software for chromosomal aberration analysis in occupational health surveillance and radiation biological dose estimation
Yingyi PENG ; Qiuying LIU ; Zhifang LIU ; Zongjun ZHANG ; Xiaoyan CHEN ; Kunjie HUANG ; Qiying NONG ; Na ZHAO
China Occupational Medicine 2025;52(2):171-175
Objective To explore the feasibility of applying artificial intelligence (AI) technology in chromosomal aberration (CA) analysis for occupational health surveillance of radiation workers and in biological dose estimation during nuclear emergency responses. Methods Peripheral blood samples from healthy volunteers were irradiated in vitro with X-rays and cobalt-60 (⁶⁰Co) γ rays. Chromosome slides were prepared using an automated harvesting and dropping device. The data training and outcome evaluation of CA analysis was performed on the AI software using chromosome images from occupational medical examination of radiation workers from the current lab or chromosome slides from blood samples irradiated with X-rays. The trained AI software was then used to assist in CA analysis and biological dose estimation among occupational medical examination of radiation workers, with results compared with manual reading and actual exposure doses. Results The trained AI software achieved a CA recognition accuracy of 95.11%. In the occupational health examination of radiation workers, the positive CA detection rate using AI + manual review was 2.25% higher than that in manual reviewing alone. The errors in biological dose estimation for ⁶⁰Co γ rays and X-rays using AI + manual review analysis were 11.86% and 7.33%, respectively, both within the acceptable 20.00% error margin. Conclusion AI + manual review can be effectively applied in CA analysis for occupational health examination and biological dose estimation during nuclear emergencies, significantly improving analysis efficiency.
2.Effectiveness of acceptance and commitment therapy in improving depression, anxiety, psychological flexibility and return-to-school rate among adolescents with school absenteeism
Yanshan ZHANG ; Zhifang CHEN ; Ke ZHENG ; Guobang WU ; Fushan XU ; Maorong HU
Sichuan Mental Health 2025;38(3):198-203
BackgroundThe issue of school absenteeism due to school refusal in adolescents has become increasingly prominent. Acceptance and Commitment Therapy (ACT) has been applied successfully to improve depression, anxiety, and psychological flexibility in adolescents, while few studies have tested the effect of ACT intervention on above-mentioned psychological aspects and return-to-school rate in adolescents with school absenteeism. ObjectiveTo explore the effect of ACT on depression, anxiety, psychological flexibility and return-to-school rate in school absenteeism adolescents, and to provide a broader evidence base for clinical interventions. MethodsFrom May to June 2024, a sample of 50 adolescents with Shenzhen school registration who had been suspended from school for more than a consecutive month for school refusal were recruited based on Wechat official account platform. The adolescents were divided into study group and control group by random number table method. Both groups received psychological education with the theme of 'Causes and Coping Strategies of School Refusal', and study group added a 6-week ACT intervention with weekly 1-hour sessions. At baseline and after treatment, Patients’ Health Questionnaire Depression Scale-9 item (PHQ-9), Generalized Anxiety Disorder Scale-7 item (GAD-7) and Comprehensive assessment of Acceptance and Commitment Therapy processes (CompACT) were used for the clinical evaluation. ResultsA total of 45 (90.00%)adolescents completed the study, including 25 in study group and 20 in control group. Analysis revealed that study group scored higher on PHQ-9 and GAD-7, while lower on total CompACT score, openness dimension and awareness dimension compared with control group, with statistical significance (F=7.786, 10.334, 12.922, 14.374, 3.075, P<0.05 or 0.01). After intervention, the rate of return-to-school was higher in study group than in control group (40.00% vs 10.00%, χ²=5.114, P<0.05). ConclusionACT intervention for adolescents with school absenteeism may alleviate depression and anxiety, improve their psychological flexibility and increase return-to-school rate.[Funded by the "14th Five Year Plan" for Social Sciences Project in Jiangxi Province (number, 24JY41D); Science and Technology Planning Project of Shenzhen Municipality (number, 20210617155253001)]
3.Research progress on influencing factors and assessment methods of pulp vitality
ZHU Xiao ; CHEN Yanqi ; QIAN Linna ; JIANG Dingzhuo ; SHI Ying ; WU Zhifang
Journal of Prevention and Treatment for Stomatological Diseases 2025;33(8):690-698
Healthy dental pulp is essential for preserving teeth and maintaining their normal function. Vital pulp therapy (VPT) is widely used in clinical applications because it aims to preserve vital pulp and enhance the long-term survival of teeth. An accurate diagnosis of pulp vitality is a prerequisite for successful VPT. However, accurately assessing pulp viability remains challenging in clinical practice. Pulp viability is influenced by various factors, including the type of pulp exposure, caries status, periodontitis, trauma, treatment factors, patient age, and individual differences. Assessing pulp viability requires a comprehensive consideration of medical history and clinical manifestations, along with a combination of various auxiliary methods, such as pulp sensibility tests, pulp blood flow tests, imaging techniques and molecular diagnostics. In the future, the technology for assessing pulp vitality should evolve toward chairside, visualization, and precision techniques, to achieve consistency between clinical and histological diagnoses, thereby providing patients with the most effective treatment.
4.Echocardiography for preoperative diagnosis and surgical planning of Ebstein anomaly in children
Leisheng ZHAO ; Yuqi ZHANG ; Lijun CHEN ; Zhifang ZHANG
Chinese Journal of Medical Imaging Technology 2024;40(7):964-967
Objective To explore the value of echocardiography for preoperative diagnosis and surgical planning of Ebstein anomaly(EA)in children.Methods Echocardiography data of 216 EA children were retrospectively analyzed.The mitral valve-tricuspid valve distance(MTD),the ratio of distance from the root of anterior mitral leaflets to cardiac apex and distance from the root of the tricuspid valve septal leaflets to cardiac apex(MTR)were measured,and Glasgow outcome scale extended(GOSE)scores were calculated.The accuracy of MTD and MTR for diagnosing EA in children were compared,and the value of GOSE for surgical planning of EA was analyzed.Results Among 216 cases,descending tricuspid valve septum was observed with echocardiography in 199 cases.The accuracy of MTD>15 mm,MTR>1.2 and MTR>1.5 for diagnosing EA in children was 81.91%(163/199),95.98%(191/199)and 68.34%(136/199),respectively,being significantly different(x2=9.802-51.856,all P<0.001).Among 178 cases who underwent surgical operations,biventricular repair was performed in 101 cases,among them 90 cases with GOSE score≤1.00 recovered well after operation,while adverse events occurred in 5 cases among 11 cases(5/11,45.45%)with GOSE score>1.00.One-and-a-half ventricle repair was performed in 62 cases who covered well after operation,including 22 cases with GOSE score≤1.00 and 40 cases>1.00.Single-ventricular repair was performed in 15 cases with GOSE score>1.00,and the patients recovered well after operation.Conclusion Preoperative echocardiography measured MTR>1.2 was relatively reliable for accurately diagnosing EA in children.GOSE score was helpful for surgical planning.
5.Expression and clinical correlation analysis of the novel immune checkpoint SIGLEC9 in cervical cancer
Wang BIHUI ; Zhu YUEJIE ; Zhang YULIAN ; Chen LIQIAO ; Ding JIANBING ; Chen ZHIFANG
Chinese Journal of Clinical Oncology 2024;51(4):178-185
Objective:To investigate the expression of the novel immune checkpoint SIGLEC9 and SIGLEC9+T cells in cervical cancer and its clinical correlation.Methods:A total of 132 paraffin-embedded specimens of cervical tissue from patients with cervical cancer who under-went surgical treatment or pathological biopsy at The First Affiliated Hospital of Xinjiang Medical University from May 2022 to October 2023 were included for study.In addition,58 paraffin-embedded specimens of normal cervical tissue from patients with benign uterine leiomyomas who underwent total uterine excision during the same period were selected as normal controls.Furthermore,108 peripheral blood samples from patients with cervical cancer who underwent surgical treatment or pathological biopsy were collected for study,and 86 peripheral blood samples from healthy individuals during the same time period were selected as controls.Bioinformatics technology,im-munohistochemical(IHC)staining,flow cytometry,and double immunofluorescence(IF)staining were used to assess the expression of SIGLEC9 and SIGLEC9+T cells in cervical cancer,followed by correlation analysis with clinical indicators.Results:The bioinformatics,IHC,and double IF staining results showed that SIGLEC9 and SIGLEC9+T cells were highly expressed in cervical cancer tissues(P<0.05).The flow cyto-metry results showed that SIGLEC9+CD4+T and SIGLEC9+CD8+T cells were increased in the peripheral blood of patients with cervical cancer(P<0.05).SIGLEC9 expression correlated with tumor size,FIGO stage,lymph node metastasis,and human papillomavirus(HPV)infection(P<0.05).Conclusions:The novel immune checkpoint SIGLEC9 was highly expressed in cervical cancer tissues,and SIGLEC9+T cells infiltrated cervical cancer tissues.In vitro cell experiments showed that SIGLEC9 affects T cell function.In summary,SIGLEC9 provides a novel research direction for understanding the immune escape mechanism of cervical cancer and a novel therapeutic target for cervical cancer immuno-therapy.
6.Relationship between plasma SP-A expression level and disease stage in silicosis patients
Kengkeng CHEN ; Bizhu ZHANG ; Yingyi PENG ; Zhifang LIU ; Xiaoyan CHEN ; Jiachun JIN
Shanghai Journal of Preventive Medicine 2024;36(2):203-206
ObjectiveTo investigate the relationship between plasma surfactant protein⁃A (SP⁃A) expression level and silicosis progression, and to provide early evidence for exploring whether SP⁃A can be used as a biomarker for clinical monitoring of silicosis disease progression. MethodsWe recruited 187 silicosis patients in Guangdong Province hospital for occupational disease prevention and treatment between November, 2019 and November,2020. Their peripheral venous blood samples were collected for the plasma isolation. The level of pulmonary SP⁃A was detected by enzyme-linked immunosorbent assay. ResultsThere was a statistically significant difference in the level of SP⁃A among the silicosis groups (P<0.05), and the plasma SP-A level of the silicosis patients in stage Ⅲ was higher than that in stage Ⅰ and stage Ⅱ (P<0.05). Smoking had effect on plasma SP⁃A levels, Age, working years and drinking had no effect on plasma SP⁃A levels. ConclusionThe expression level of SP⁃A in the plasma of silicosis patients is increased, which has a certain correlation with the disease stage, and plays a certain early warning role in the occurrence and development of silicosis, and may be a potential biomarker for the diagnosis and prognosis of silicosis.
7.Construction and Evaluation of A Theoretical Model for the Generation of Urine Testing Instruments
Zhifang LU ; Dacheng LIU ; Xianjie MENG ; Yakang JIN ; Yuwen CHEN
Journal of Modern Laboratory Medicine 2024;39(2):175-180
With the progress of information technology and intelligent technology,the intelligent development of urine testing instruments is facing new opportunities.Using the disease cybernetics theory model to analyze the business process and current urine testing instruments of clinical urine analyzer,a generational theoretical model of urine testing instruments has been constructed,which is conducive to guiding the intelligent development direction of urine testing instruments.The study divides urine testing instruments into one to four generations of products,with the first-generation of products being operated by doctors.The second-generation products are currently available for laboratory technicians to use various urine analyzers.The third-generation products further optimize the testing process and intelligence,without the need for inspectors to operate.The fourth-generation products are unmanned and do not require sampling.It can be seen that with the development of technology,urine analysis has indeed become more convenient,but after all,various instruments have their limitations.Therefore,the establishment of a theoretical model for the generation of urine testing instruments should be applied in clinical urine testing,which can not only improve the efficiency of urine analysis but also improve its quality.
8.Screening and analysis of ferroptosis related genes in peripheral blood mononuclear cells of patients with systemic lupus erythematosus
Kang TAO ; Yuan TIAN ; Shifei LI ; Bing NI ; Xiaoqiang CHEN ; Zhifang ZHAI
Chinese Journal of Rheumatology 2024;28(2):93-98
Objective:To analyze the differentially expressed genes in PBMCs of patients with systemic lupus erythematosus (SLE) by bioinformatics methods screening and analyzing the key genes related to ferroptosis, and explore the possible mechanism of ferroptosis involved in the pathogenesis of SLE at the transcription level.Methods:The data sets and samples of healthy people (HC) and SLE patients who met the screening criteria were retrieved from the Gene Expression Omnibus (GEO), a sub-database of the National Center for Biotechnology Information (NCBI). The differentially expressed genes, GO enrichment analysis and KEGG pathway enrichment analysis were analyzed by GEO2R, R language and related software packages. The protein interaction network (PPI) of differential genes was analyzed by STRING, Cytoscape and other tools to explore the key genes and pathways. In addition, real-time quantitative reverse transcription PCR (RT-qPCR) was used to verify the expression of key genes. Mann-Whitney U test was used to compare the expression of key genes in PBMCs between the two groups. Spearman rank correlation analysis was used to explore the relationship between SLE disease activity and the level of key genes. Results:Six data sets were included in this study. A total of 166 genes related to ferroptosis were differentially expressed between SLE and HC groups. The differential genes were specifically expressed in alveolar macrophages, neutrophils, CD49 + cells and CD31 + cells. GO enrichment analysis and KEGG pathway enrichment analysis showed that the differentially expressed genes were mainly involved in multiple signaling pathways closely related to SLE, such as oxidative stress response, infection and TNF signaling pathway. Hub genes screened by different algorithms all suggested RELA as a key gene, and RT-qPCR confirmed that compared with the RELA gene expression level in the HC group [0.75(0.37,1.13)], the expression level in SLE group [2.02 (1.19,4.06)] was increased, the difference was statistically significant ( Z=-3.08, P=0.002), and was positively correlated with the corresponding SLEDAI score of SLE samples ( r=0.52, P=0.019). Conclusion:The ferroptosis of many immune cells, including alveolar macrophages and CD49 + NK cells, is involved in the pathogenesis of SLE. RELA may be involved in the ferroptosis of PBMCs in SLE through the NF-κB pathway.
9.Research on the Technology for Enzymatic Preparation of Scutellarein
Yujie CHENG ; Yunhua LIU ; Zhifang HUANG ; Yan CHEN ; Yuhong LIU ; Jinhai YI
Traditional Chinese Drug Research & Clinical Pharmacology 2024;35(2):274-279
Objective Scutellaria baicalensis stems and leaves glucuronic hydrolase(sbsl GUS)was used to enzymatically hydrolyze scutellarin in Erigeron breviscapus(Vant.)Hand.Mazz.to prepare scutellarein,and the high-purity scutellarein was obtained through separation and purification.Methods Orthogonal experiments were used to optimize the process parameters for the extraction of Erigeron breviscapus(Vant.)Hand.Mazz..Using the rate of enzymatic hydrolysis conversion of scutellarin as the index,the amount of enzyme,pH,temperature,time and antioxidant were investigated,and the preparation process parameters of scutellarein were optimized.Ethanol extraction,activated carbon decolorization,and fractional crystallization were used to purify the crude extract.Results The extraction process was determined to be:segments of Erigeron breviscapus were decocted twice with 10 times water for 1 hour each time.The preparation process of scutellarein was as follows:the amount of sbsl GUS extract and Erigeron breviscapus decoction was 1∶10 based on crude drugs,0.5%sodium metabisulfite was added,pH value was about 6.0,the temperature was about 45℃,and the time was 20 hours.The crude extract of scutellarein with the content more than 60%was obtained.The crude extract was purified by fractional crystallization,refluxed with 80%ethanol,decolorized with activated carbon,concentrated and crystallized,and the scutellarein extract with content more than 85%was obtained.Conclusion sbsl GUS enzymatic hydrolysis technology,which was used to prepare scutellarein,is simple and feasible.This study provides a new way for the manufacture of scutellarein.
10.Research progress in regional odontodysplasia
Minjian SHEN ; Manting WANG ; Wenxiang JIANG ; Zhifang WU ; Qianming CHEN
Chinese Journal of Stomatology 2024;59(5):512-516
Regional odontodysplasia (ROD) is a rare localized dental developmental anomaly. The typical clinical manifestations of ROD are abnormal tooth eruption, abnormal development of enamel and dentin. The radiographic characteristic is "ghost teeth". Its etiology still remains unknown. The care and treatment of a patient with ROD needs a multidisciplinary approach. And the treatment should be taken after the assessment of each individual case of ROD. This paper reviews the definition, etiology, epidemiological features, clinical manifestations, imaging features, dental microstructure and treatment strategies of ROD to provide reference for clinical diagnosis and treatment.


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