1.Clinical Prediction Models Based on Traditional Methods and Machine Learning for Predicting First Stroke: Status and Prospects
Zijiao ZHANG ; Shunjing DING ; Di ZHAO ; Jun LIANG ; Jianbo LEI
Medical Journal of Peking Union Medical College Hospital 2025;16(2):292-299
Stroke ranks as the third leading cause of death and the fourth leading cause of disability worldwide. Its high disability rate and prolonged recovery period not only severely impact patients' quality of life but also impose a significant burden on families and society. Primary prevention is the cornerstone of stroke control, as early intervention on risk factors can effectively reduce its incidence. Therefore, the development of predictive models for first-ever stroke risk holds substantial clinical value. In recent years, advancements in big data and artificial intelligence technologies have opened new avenues for stroke risk prediction. This article reviews the current research status of traditional methods and machine learning models in predicting first-ever stroke risk and outlines future development trends from three perspectives: First, emphasis should be placed on technological innovation by incorporating advanced algorithms such as deep learning and large models to further enhance the accuracy of predictive models. Second, there is a need to diversify data types and optimize model architectures to construct more comprehensive and precise predictive models. Lastly, particular attention should be given to the clinical validation of models in real-world settings. This not only enhances the robustness and generalizability of the models but also promotes physicians' understanding of predictive models, which is crucial for their application and dissemination.
2.Research progress of meibomian gland dysfunction-related dry eye
Jianbo ZHONG ; Guoqiang ZENG ; Yi ZHANG ; Xiaoyan DOU ; Wanmei TANG ; Kunling CHEN ; Li CAI
International Eye Science 2025;25(2):259-263
In recent years, with the endless emergence of meibomian gland dysfunction(MGD)diagnostic equipment, rich treatment methods, and in-depth clinical and basic research on MGD at home and abroad, the understanding of MGD has entered a new stage. MGD-related dry eye is considered to be the main cause of lipid abnormal dry eye, and its occurrence and development is a chronic and multi-factorial pathological process. This article reviews the pathogenesis, imaging analysis and clinical treatment progress of MGD-related dry eye, in order to provide scientific evidence and ideas for clinical diagnosis and therapy of MGD-related dry eye.
3.Efficacy and safety comparison of dupilumab versus thalidomide in the treatment of refractory prurigo nodularis in adults
Jianbo ZHANG ; Lei HU ; Hegui HUANG ; Yangcong LIU ; Xiaoxian WANG
China Pharmacy 2025;36(21):2687-2691
OBJECTIVE To compare the efficacy and safety of dupilumab versus thalidomide in the treatment of refractory prurigo nodularis (PN) in adults. METHODS A retrospective analysis was conducted on the clinical data of 123 adult patients with refractory PN admitted to Wuhan First Hospital from May 2021 to June 2024. Among them, 63 patients who received dupilumab comprised the observation group and 60 patients who received thalidomide comprised the control group. Clinical efficacy indicators [Investigator Global Assessment (IGA) score, Pruritus Numerical Rating Scale (P-NRS) score, Patient-Oriented Eczema Measure (POEM) score, and Dermatology Life Quality Index (DLQI) score], allergic biomarkers [eosinophil (EOS) count in peripheral blood and serum total immunoglobulin E (IgE) level], psychological scores [Hospital Anxiety and Depression Scale (HADS)] before and after treatment, as well as the occurrence of adverse drug reaction during treatment, were compared between the two groups. RESULTS Before treatment, there were no statistically significant differences between the two groups in above clinical efficacy indicators, allergic biomarkers, or psychological scores (P>0.05). At 4, 8, 12 and 16 weeks after treatment, both groups showed significant decreases in IGA score (except for the control group 4 weeks after treatment), IGA activity score (except for the control group 4 weeks after treatment), P-NRS score, POEM score, DLQI score (except for the control group 4 weeks after treatment), serum EOS count, and serum total IgE level compared with baseline (P<0.05); at 12 and 16 weeks after treatment, scores on both the HADS-anxiety subscale and HADS-depression subscale were also significantly lower than baseline in both groups (P<0.05); the observation group was significantly lower than the control group (P<0.05). The overall incidence of adverse events was 12.70% in the observation group, which was significantly lower than 28.33% in the control group (P<0.05). CONCLUSIONS Dupilumab treatment in adults with refractory PN demonstrates superior efficacy compared with thalidomide in improving skin lesions, relieving pruritus, reducing peripheral EOS counts and serum total IgE, and improving quality of life and psychological status, while showing a more favorable safety profile.
4.Investigation on the gross α and gross β activity levels of drinking water around Zhangzhou Nuclear Power Plant
Mengmeng LIU ; Jianxi ZHA ; Jia LIU ; Qishan ZHENG ; Senxing ZHENG ; Dan LIN ; Yunhua QING ; Yan ZHANG ; Jianbo CHEN ; Lihua HUANG
Chinese Journal of Radiological Health 2025;34(5):648-653
Objective To investigate the levels of gross α and gross β activities in different water types within a 40-kilometer radius around the Zhangzhou Nuclear Power Plant prior to its operation. Methods In 2018, drinking water samples were collected from the area surrounding the nuclear power plant during both the wet and dry seasons, including source water, treated water, tap water, and well water. The gross α and gross β activity concentrations were measured using a low-background α/β counter, followed by statistical analysis. Results A total of 80 water samples from different sources around the Zhangzhou Nuclear Power Plant were collected. The average gross α and gross β activity concentrations during the wet season were (0.110 ± 0.036) Bq/L and (0.643 ± 0.028) Bq/L, respectively, while those during the dry season were (0.124 ± 0.032) Bq/L and (0.624 ± 0.026) Bq/L, respectively. There were no significant differences in the gross α and gross β activity concentrations between the wet and dry seasons for the overall sample set (P > 0.05). However, there were statistically significant differences in the gross α and gross β activity concentrations between the wet and dry seasons for source water and well water (Zwet = −2.005, −2.123; Zdry = −1.943, −3.090; P < 0.05). Conclusion The radioactivity levels in different water types within various ranges around the Zhangzhou Nuclear Power Plant before its operation were determined. The measured activity concentrations were at the same level as those from previous investigations in other regions of Fujian Province.
5.Clinical application of "talus home technique" in pronation open ankle fractures.
Zhenhui SUN ; Jinxi HU ; Yanci ZHANG ; Dehang LIU ; Jianyi LEI ; Jianbo GUO
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(5):542-549
OBJECTIVE:
To explore the safety and effectiveness of the "talus home technique (THT) " in the surgery of pronation open ankle fractures (POAF).
METHODS:
A retrospective analysis was conducted on 14 patients with POAF admitted between January 2023 and December 2023 who met the selection criteria. There were 7 males and 7 females; age ranged from 26 to 58 years, with a median age of 53 years. Injury causes included 9 cases of traffic accident injury, 3 cases of fall from hight injury, and 2 cases of crush injury. There were 5 cases of type Ⅱ, 6 cases of type ⅢA, and 3 cases of type ⅢB according to Gustilo classification; and 6 cases of pronation-abduction grade Ⅲ and 8 cases of pronation-external rotation grade Ⅳ according to Lauge-Hansen classification. Emergency first-stage debridement of the ankle joint was performed, followed by second-stage open reduction and internal fixation surgery. The THT was used through a limited incision on the lateral malleolus to restore the height of the lateral malleolus, rotational alignment, and anatomical relationship of the distal tibiofibular syndesmosis (DTFS). Wound healing was observed postoperatively. At 4 months postoperatively, weight-bearing anteroposterior, lateral, and mortise view X-ray films and CT scans of both ankles were reviewed to measure the medial clear space (MCS), tibiofibular clear space (TFCS), distal fibular tip to lateral process of talus (DFTL), and anterior/posterior syndesmosis distances of DTFS, and the quality of reduction of ankle fractures was evaluated. Ankle joint function was assessed using the American Orthopedic Foot and Ankle Society (AOFAS) ankle-hindfoot score, and active dorsiflexion/plantar flexion range of motion were recorded at last follow-up.
RESULTS:
After second-stage internal fixation, 8 patients achieved wound healing by first intention, 1 case had skin edge necrosis, 2 cases had local skin necrosis, 1 case had extensive medial soft tissue defect, and 2 cases developed medial wound infection with sinus formation. All 14 patients were followed up 13-24 months (mean, 16.8 months). Postoperative X-ray films showed 1 case of delayed union of the lateral malleolus, which healed after bone grafting at 12 months; the remaining 13 cases achieved clinical union at 12-32 weeks (mean, 21.5 weeks). At 4 months postoperatively, X-ray films and CT examination showed no significant differences in MCS, TFCS, DFTL, and anterior/posterior syndesmosis distances of DTFS between the healthy and affected sides ( P>0.05), with no poor DTFS reduction. AOFAS ankle-hindfoot score ranged from 80 to 95, with an average of 87.7; ankle range of motion ranged from 10° to 25° (mean, 19.6°) in dorsiflexion and from 32° to 50° (mean, 41.2°) in plantar flexion.
CONCLUSION
THT is safe and effective in POAF surgery. It can restore lateral malleolar height and rotational alignment, enhance DTFS reduction quality, and obtain satisfactory short-term functional recovery of the ankle.
Humans
;
Male
;
Female
;
Middle Aged
;
Ankle Fractures/surgery*
;
Adult
;
Retrospective Studies
;
Fracture Fixation, Internal/methods*
;
Pronation
;
Fractures, Open/surgery*
;
Talus/surgery*
;
Treatment Outcome
;
Debridement/methods*
;
Ankle Joint/surgery*
;
Open Fracture Reduction/methods*
6.Clinical characteristics of congenital and acquired middle ear cholesteatoma in children.
Jianbo SHAO ; Min CHEN ; Jinsheng HAO ; Yang YANG ; Wei LIU ; Bing LIU ; Ning MA ; Xiao ZHANG ; Xiaoxu WANG ; Jie ZHANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(2):133-136
Objective:To retrospectively analyze the clinical features and surgical efficacy of congenital cholesteatoma (CC) and acquired cholesteatoma (AC) in children. Methods:Clinical data of 169 children with middle ear cholesteatoma were reviewed in the Department of Otorhinolaryngology Head and Neck Surgery, Beijing Children's Hospital, Capital Medical University from January 2010 to July 2020. The clinical characteristics, stages, surgical methods, and postoperative recurrence rates were analyzed and summarized. Results:The age distribution of enrolled children ranged from 2 to 14 years. The mean age of the CC group was (5.60±2.48) years compared with (6.45±2.48) years in the AC group, and the difference was statistically significant (P<0.05). Preoperative hearing in the CC group was (40.06±13.52) dB HL, which was better than in the AC group at (48.40±13.84) dB HL (P<0.05). The proportion of stage Ⅰ in the CC group was lower than that in the AC group according to EAONO/JOS staging (P<0.05). The recurrence rate after primary surgery was 19.23% (10/52) in the CC group compared with 36.29% (45/124) in the AC group (P<0.05). The mastoid retention rates after all operations were 28.85% (15/52) in the CC group and 5.65% (7/124) in the AC group (P<0.05). Conclusion:Compared with congenital cholesteatoma, acquired cholesteatoma in children is more aggressive and has more complications, higher postoperative recurrence rate, and less possibility of mastoid retention. Early clinical detection and treatment are required, and canal wall-down tympanoplasty should be considered in surgery.
Humans
;
Cholesteatoma, Middle Ear/congenital*
;
Child
;
Retrospective Studies
;
Child, Preschool
;
Adolescent
;
Male
;
Female
;
Recurrence
;
Cholesteatoma/congenital*
;
Tympanoplasty
;
Treatment Outcome
7.LncRNA EUDAL shapes tumor cell response to hypoxia-induced constitutive EGFR activation and promotes chemoresistance in oral cancer.
Shengkai CHEN ; Zhenlin DAI ; Jianbo SHI ; Mengyu RUI ; Zhiyuan ZHANG ; Qin XU
International Journal of Oral Science 2025;17(1):64-64
Hypoxia and aberrant activation of epidermal growth factor receptor (EGFR) are considered important features of various malignancies. However, whether hypoxia can directly trigger EGFR activation and its clinical implications remain unclear. In this study, we demonstrated that in oral cancer, a typical hypoxic tumor, hypoxia can induce chronic but constitutive phosphorylation of wild-type EGFR in the absence of ligands. Oral cancer cell lines exhibit different EGFR phosphorylation responses to hypoxia. In hypoxic HN4 and HN6 cells, ubiquitination-mediated endocytosis, lysosomal sorting, and degradation lead to low levels of EGFR phosphorylation. However, in CAL-27 and HN30 cells, a novel HIF-1α-induced long noncoding RNA (lncRNA), EUDAL, can compete with the E3 ligase/adaptor complex c-Cbl/Grb2 for binding to EGFR, stabilizing phosphorylated EGFR (pEGFR) and resulting in sustained activation of EGFR and its downstream STAT3/BNIP3 signaling. STAT3/BNIP3-mediated autophagy leads to antitumor drug resistance. A high EUDAL/EGFR/STAT3/autophagy pathway activation predicts poor response to chemotherapy in oral cancer patients. Collectively, hypoxia can induce noncanonical ligand-independent EGFR phosphorylation. High EUDAL expression facilitates sustained EGFR phosphorylation in hypoxic tumor cells and leads to autophagy-related drug resistance.
Humans
;
ErbB Receptors/metabolism*
;
Mouth Neoplasms/pathology*
;
RNA, Long Noncoding/genetics*
;
Drug Resistance, Neoplasm/genetics*
;
Cell Line, Tumor
;
Phosphorylation
;
Signal Transduction
;
STAT3 Transcription Factor/metabolism*
;
Cell Hypoxia
;
Autophagy
;
Proto-Oncogene Proteins c-cbl/metabolism*
8.Research progress of clinical importance of detecting cytokines in the intraocular fluid in diabetic macular edema
Guoqiang ZENG ; Jianbo ZHONG ; Yi ZHANG ; Baikang YE ; Xiaoyan DOU ; Li CAI
Chinese Journal of Ocular Fundus Diseases 2024;40(8):651-655
Diabetic macular edema (DME) is the main cause of vision loss in diabetic patients, its pathogenesis is complicated, and the clinical treatment is not good. DME is extremely harmful to vision. With the deepening of relevant studies, its related pathological mechanism has become more and more clear, and the treatment methods have also changed accordingly. In recent years, the rapid development of intracocular fluid cytokine detection technology has provided a more reasonable explanation of the mechanism of DME and made the choice of treatment more reasonable. However, the acquisition of intraocular fluid is an invasive operation with a certain risk of infection. If the level of relevant cytokines in intraocular fluid can be linked with the relevant imaging indicators, it will provide a better choice for the treatment and prognosis monitoring of DME and reduce the risk of invasive operation, and further clinical studies are needed to explore its correlation in the future.
9.Proficiency testing on determination of the content of geniposide in Gardeniae fructus by HPLC
Xiaohan GUO ; Yan CHANG ; Jiating ZHANG ; Kunzi YU ; Jianbo YANG ; Minghua LI ; Siyu MA ; Yiyun LU ; Xinhua XIANG ; Xianlong CHENG ; Feng WEI
Chinese Journal of Pharmacoepidemiology 2024;33(10):1115-1123
Objective To carry out a proficiency testing of content determination of geniposide in Gardeniae fructus,evaluate the content determination ability of index components in traditional Chinese medicine in the laboratory of inspection and detection in drug-related fields,and improve the quality control ability of content determination of related laboratories.Methods The laboratory's capability-verification activities were conducted based on the CNAS-RL02 Rules for Proficiency Testing and ISO/IEC 17043 Conformity Assessment-General Requirements for Proficiency Testing.After preparing the sample,the results of homogeneity and stability tests were analyzed according to CNAS-GL003 Guidance on Evaluating the Homogeneity and Stability of Samples Used for Proficiency Testing.After the test results were qualified,they were used as proficiency testing samples and randomly distributed to participants.The results were collected,and the robust statistical method and the Z scores were used to analyze the results of these laboratories'reports.Results 403 laboratories in this proficiency testing program reported the results,of which 367 results were acceptable,accounting for 91.07%,17(4.22%)laboratories obtained suspicious results,and 19 laboratories gave unsatisfactory results,with the dissatisfaction rate of 4.71%.Conclusion The majority of the 403 participant laboratories have the ability to determine the content of geniposide in Gardeniae fructus by HPLC and the laboratory testing ability and quality management level of the drug monitoring system are high.This proficiency testing provides a basis for understanding the technical reserve capacity and management level of China's pharmaceutical inspection and testing laboratories,and provides technical support for future government supervision.
10.Application of POGIL theory combined with micro-class teaching in orthopedic clinical teaching
Jianbo FAN ; Youhua WANG ; Haiping ZHANG ; Xinhui ZHU ; Shengyu CUI ; Wei ZHANG
Chinese Journal of Medical Education Research 2024;23(11):1535-1538
Objective:To explore the application effect of the teaching method combining process-oriented-guided inquiry learning (POGIL) theory and micro-class in orthopedic clinical internship.Methods:The 118 interns who completed internship from January 2022 to December 2022 were randomly divided into a control group (58) and an experimental group (60). The control group received traditional teaching, while the experimental group received a teaching method combining POGIL theory and micro-class. After the internship, the two groups were compared for assessment scores (basic theoretical knowledge and professional theoretical knowledge), learning status (classroom performance and self-learning ability), clinical practice ability (Leicester Assessment Scale), and teaching satisfaction. The t-test and chi-square test were performed using SPSS 21.0. Results:After the internship, the assessment scores, classroom performance, self-directed learning ability scores, clinical skills, case writing scores, and teaching satisfaction of the experimental group were all higher than those of the control group ( t/ χ2=5.01, 3.72, 2.20, 6.57, 3.56, 4.52, P<0.05). Conclusions:The teaching method combining POGIL theory and micro-class can enhance the master of theoretical knowledge by orthopedic interns, optimize classroom performance, cultivate self-learning ability, and improve clinical practice ability and teaching satisfaction.

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