1.Field-driven medical micro-robots:application prospect of continuously optimizing material preparation process
Wenqian XIAO ; Hongjuan HAN ; Haocheng YANG ; Bo LI ; Binyan HE
Chinese Journal of Tissue Engineering Research 2025;29(10):2097-2104
BACKGROUND:Micro-robots have the characteristics of small size,flexibility,and strong targeting,and can complete complex tasks in a single or clustered manner in a narrow environment.With the continuous optimization of materials,preparation processes,and driving approaches,they have shown increasingly important application value in the field of biomedicine. OBJECTIVE:To analyze the application of field-driven micro-robots in medical field and to look forward to their application prospect. METHODS:Using"microrobots,nanorobots,drivers,biomedical,medical"as Chinese keywords and"microrobots,micro-robots,nanorobots,micromachine,microswimmer,medical"as English keywords,WanFang Data and PubMed databases were searched,respectively.The search time range was from January 2010 to January 2024,and a small number of long-term articles were included.Through reading the titles and preliminarily screening the abstracts,the repetitive studies,low-quality journals,and irrelevant literature were excluded.After reading the entire text,66 papers were finally included for review. RESULTS AND CONCLUSION:Field-driven medical micro-robots mainly include magnetic,optical,thermal,ultrasonic,and multi-mixed factor-driven robots.Field-driven robots have been used in intestinal diagnosis,drug targeting therapy,and stem cell therapy.Medical micro-robots are currently only used in a small number of clinical applications,but most of which are still in the theoretical and experimental stages.Medical micro-robots will face many challenges in future,such as large-scale preparation,precise control of micro-robots,recycling or degradation in vivo,whether the materials used will cause adverse reactions to the human body,and the related minimally invasive medical procedures.
2.Health literacy prediction models based on machine learning methods: a scoping review
PAN Xiang ; TONG Yingge ; LI Yixuan ; NI Ke ; CHENG Wenqian ; XIN Mengyu ; HU Yuying
Journal of Preventive Medicine 2025;37(2):148-153
Objective:
To conduct a scoping review on the types, construction methods and predictive performance of health literacy prediction models based on machine learning methods, so as to provide the reference for the improvement and application of such models.
Methods:
Publications on health literacy prediction models conducted using machine learning methods were retrieved from CNKI, Wanfang Data, VIP, PubMed and Web of Science from inception to May 1, 2024. The quality of literature was assessed using the Prediction Model Risk of Bias ASsessment Tool. Basic characteristics, modeling methods, data sources, missing value handling, predictors and predictive performance were reviewed.
Results:
A total of 524 publications were retrieved, and 22 publications between 2007 and 2024 were finally enrolled. Totally 48 health literacy prediction models were involved, and 25 had a high risk of bias (52.08%), with major issues focusing on missing value handling, predictor selection and model evaluation methods. Modeling methods included regression models, tree-based machine learning methods, support vector machines and neural network models. Predictors primarily encompassed factors at four aspects: individual, interpersonal, organizational and society/policy aspects, with age, educational level, economic status, health status and internet use appearing frequently. Internal validation was conducted in 14 publications, and external validation was conducted in 4 publications. Forty-two models reported the areas under the receiver operating characteristic curve, which ranged from 0.52 to 0.983, indicating good discrimination.
Conclusion
Health literacy prediction models based on machine learning methods perform well, but have deficiencies in risk of bias, data processing and validation.
3.Effect of the relationship between scotopic pupil and optical zone diameters on visual quality after small incision lenticule extraction
Wenqian ZHONG ; Zhenzhang LU ; Ning AN ; Yile CHEN ; Jinying LI
International Eye Science 2025;25(8):1336-1342
AIM: To investigate the effect of the relationship between scotopic pupil and optical zone diameters on short-term subjective and objective visual quality after small incision lenticule extraction(SMILE).METHODS:In this prospective cohort study, 98 patients(196 eyes)who underwent SMILE from September 2021 to June 2023 were included. Participants were divided into two groups based on the ratio of scotopic pupil diameter to optical zone diameter: group A(ratio >1, 70 eyes)and group B(ratio ≤1, 126 eyes). The preoperative and postoperative uncorrected visual acuity(UCVA), spherical equivalent(SE), total corneal high-order aberrations at 4, 6, and 8 mm of pupil diameters, objective scatter index(OSI), pre- and post-operative QoV subjective visual quality questionnaire were observed and recorded. The refractive status of different groups of patients at different time points before and after surgery, and differences in subjective and objective visual quality indices were analyzed. Furthermore, the changes in subjective and objective visual quality(postoperative-preoperative)at different postoperative time points were analyzed between the two groups.RESULTS:No significant differences in visual acuity or refractive state were observed between the two groups at 3 mo postoperatively. In both the group A and the group B, there was a difference in the changes of corneal total higher-order aberration centered on 8 mm cornea at 1 mo postoperatively(P<0.05), and there was a difference in the changes of total higher-order aberration and corneal spherical aberration centered on 8 mm cornea at 3 mo postoperatively(all P<0.05). At 3 mo after surgery, the most commonly reported symptoms in the group A were glare, starburst, hazy vision, and halo. In the group B, the most common symptoms were hazy vision, halo, starburst, and glare. Statistically significant differences were observed in the severity of glare and visual fluctuation between groups before surgery and at 3 mo postoperatively(all P<0.05). However, no significant differences were found in the severity of halo, starburst, blurred vision, double vision, or focusing difficulty at 3 mo postoperatively(all P>0.05).CONCLUSION:When the scotopic pupil diameter exceeds the optical zone, SMILE may increase postoperative corneal aberrations, as evidenced by an increase in high-order corneal aberrations within an 8-mm central corneal range, a higher incidence of postoperative glare, and more severe glare and visual fluctuation symptoms. Nevertheless, these symptoms are mild and remain within a safe range.
4.The Solomon Four-Group Design:Key Considerations in Design and Statistical Analysis and Their Significance in Clinical Trials of Traditional Chinese Medicine
Wenqian ZHANG ; Yufei LI ; Tong LIN ; Xintong WEI ; Yingjie WANG ; Jianping LIU ; Ying ZHANG
Journal of Traditional Chinese Medicine 2025;66(16):1649-1655
The Solomon four-group design, a critical method for improving internal validity in clinical research, can reduce bias and control the interference of Hawthorne effects and pretest sensitization on research results, which offers unique advantages in evaluating complex intervention outcomes. This paper systematically outlined the core framework and key points of statistical analysis of the Solomon four-group design, summarized its applications in clinical research at home and abroad, explored its advantages and limitations, and discussed the potential value in traditional Chinese medicine (TCM) clinical trials. It is believed that the Solomon four-group design can help distinguish between testing effects and intervention effects in TCM clinical studies, and reduce the bias in the evaluation of subjective indicators. Meanwhile, given the complexity of the Solomon four-group design and the particularity of TCM clinical research, it is proposed that future TCM clinical studies should focus on using psychological scales, know-ledge, attitude, and behavior measurements, and other similat evaluations as endpoints. It also advocates strengthening interdisciplinary collaboration to provide new methodological paths for TCM clinical research.
5.Health risk assessment of heavy metals and metalloids in atmospheric PM2.5 from Inner Mongolia Autonomous Region in 2023
Jiake ZHU ; Shengmei YANG ; Yuhan QIN ; Nana WEI ; Wenqian ZHANG ; Xinrui JIA ; Wenyu ZHANG ; Xuanhao BAI ; Minghui YIN ; Li ZHANG ; Huan LI ; Duoduo WU ; Xuanzhi YUE ; Yaochun FAN
Journal of Environmental and Occupational Medicine 2025;42(10):1201-1208
Background The Inner Mongolia Autonomous Region is a vast area with a wide array of ecological environments, resulting in considerable regional variations in air pollution characteristics. Current research is limited by a scarcity of systematic, region-wide studies and risk assessments. Objective To assess the health risks associated with inhalation exposure to nine heavy metal and metalloid elements in atmospheric fine particulate matter (PM2.5) for the population of the Inner Mongolia Autonomous Region. Methods From the 10th to the 16th of each month throughout 2023, atmospheric PM2.5 samples were collected at designated monitoring sites in 12 leagues (cities) across the Inner Mongolia Autonomous Region to analyze the characteristics and trends in concentration. The health risk assessment model developed by the United States Environmental Protection Agency was employed to evaluate both the non-carcinogenic and carcinogenic risks associated with the heavy metal elements beryllium (Be), cadmium (Cd), chromium (Cr), hydrargyrum (Hg), plumbum (Pb), manganese (Mn), and nickel (Ni) and the metalloid elements stibium (Sb) and arsenic (As). Results In 2023, a total of
6.Investigation on the Role of Medical Recombinant Human-Derived Collagen Functional Dressings in Wound Healing.
Xiaoxiao GAI ; Xiaoxia SUN ; Wenqian MA ; Zhenhua LIN ; Xinyuan LI ; Chenghu LIU
Chinese Journal of Medical Instrumentation 2025;49(4):415-422
OBJECTIVE:
To investigate the biological effect of medical recombinant human-derived collagen functional dressings in wound healing.
METHODS:
MTT assay and RTCA assay were used to detect cell toxicity and proliferation. Scratch assay and Transwell cell migration assay were used to detect cell motility and migration ability. Enzyme-linked immunosorbent assay was used to detect the contents of vascular endothelial growth factor (VEGF), fibroblast growth factor (FGF), and platelet-endothelial cell adhesion molecule (CD31) in the supernatant of four types of cells. After animal surgery, the surgical wound was taken at 1 week, 4 weeks and 13 weeks, respectively, for hematoxylin eosin (HE) staining and immunohistochemistry to observe the inflammatory response and CD31 expression of the wound.
RESULTS:
Medical recombinant human-derived collagen functional dressing promotes cell proliferation and migration, enhances wound angiogenesis by upregulating the expression of VEGF, FGF, and CD31 in human dermal vascular endothelial cells (HDVEC) and human vascular endothelial cells (HVEC), thereby improving local blood supply to the wound, regulating the inflammatory response of the wound, and accelerating wound healing.
CONCLUSION
Recombinant type Ⅲ humanized collagen plays an important role in wound healing.
Humans
;
Wound Healing/drug effects*
;
Recombinant Proteins/pharmacology*
;
Animals
;
Cell Proliferation
;
Cell Movement
;
Collagen/pharmacology*
;
Vascular Endothelial Growth Factor A/metabolism*
;
Bandages
;
Platelet Endothelial Cell Adhesion Molecule-1/metabolism*
;
Endothelial Cells
;
Fibroblast Growth Factors/metabolism*
7.Analysis of the clinical effects of a three dimensional-printed intracranial pressure balancing device in preventing complications after suboccipital craniectomy
Peng GUO ; Tao LI ; Yutao PENG ; Wenqian WU ; Haoyu ZHANG ; Ziwen YANG ; Yinglun SONG ; Jinping LI
Chinese Journal of Surgery 2024;62(12):1120-1127
Objective:To explore the clinical effects of a 3D-printed intracranial pressure balancing device in preventing complications after suboccipital craniectomy (DC).Methods:This study is a retrospective cohort analysis. The clinical data of 35 patients who underwent DC at Department of Neurosurgery, Beijing Chaoyang Hospital, Capital Medical University, from September 2020 to September 2023 were reviewed. The cohort included 24 males and 11 females, with an age of (48.7±14.9) years (range:17 to 74 years). Nineteen patients (experimental group) received the intracranial pressure balancing device fixed to the bone defect site post-DC. This device was made using medical-grade dicyanamide resin and was three dimensional printed based on postoperative CT scans of the patients. The remaining 16 patients (control group) did not receive the intracranial pressure balancing device, while other treatments and procedures were consistent with the experimental group. Data were compared using the χ2 test or Fisher′s exact probability method. Results:Out of the 35 patients, 30 cases (85.7%) experienced complications following DC. Specific complications included cerebral infarction in 3 cases (8.6%), intracerebral hemorrhage in 1 case (2.9%), subdural effusion in 27 cases (77.1%) with a median onset of (8.8±6.5) days (range: 1 to 23 days), brain tissue protrusion in 15 cases (42.9%) with a median onset of ( M(IQR)) 7.0 (21.0) days (range:2 to 106 days), and hydrocephalus in 6 cases (17.14%) with a median onset of 34.5 (111.0) days (range: 22 to 136 days). There were no significant differences in the occurrence of complications(all P>0.05). However, there was a significant reduction in the incidence of subdural effusion in the experimental group prior to cranioplasty ( P=0.013). No significant differences were noted in mRS scores between the two groups after cranioplasty ( P>0.05). Conclusions:The intracranial pressure balancing device has the effect of prevention and treatment of subdural effusion. However, it did not significantly improve patient prognosis post-DC, warranting further investigation.
8.SARS-CoV-2 PLpro negatively regulates interferon-β immune pathway induced by DDX3
Mingyu WANG ; Xiaojuan CHEN ; Huan MENG ; Liting SHAO ; Yuanyuan JIAO ; Wenqian LI ; Ping LI ; Yaling XING
Military Medical Sciences 2024;48(6):453-460
Objective To discover the host factor interacting with severe acute respiratory syndrome coronavirus-2(SARS-CoV-2)papain-like protease(PLpro)and explore the potential mechanism.Methods The second-generation proximity-dependent biotin identification(BioID2)approach combined with mass spectrometry analysis was used to search for the potential host factors.Immunofluorescence and co-immunoprecipitation(Co-IP)assay were used to verify the interactions between DEAD-box helicase 3(DDX3)and PLpro.The influence of PLpro on DDX3-inhibitor of kappa B kinase ε(IKKε)-TANK-binding kinase 1(TBK1)and DDX3-mitochondrial antiviral signaling protein(MAVS)complexes was also investigated by Co-IP.The effect of PLpro on interferon-β(IFN-β)immune pathway and the protease activity on substrates were studied via luciferase activity assay.Results DDX3 could co-locate and interact with PLpro intracellularly.PLpro might possibly inhibit both the formation of DDX3-MAVS complex and the interactions between DDX3-IKK-ε-TBK1.PLpro could negatively regulate type Ⅰ interferon pathway.Overexpression of DDX3 could lead to a significant increase in the cleavage activity of PLpro/PLP-TM that might be significantly decreased in case of inventions with DDX3 expressions.Conclusion DDX3 may be one of the host factors that interact with SARS-CoV-2 PLpro.PLpro negatively regulates IFN-β immune pathway induced by DDX3,which may provide a favorable immune environment for virus replication.
9.Analysis of the clinical effects of a three dimensional-printed intracranial pressure balancing device in preventing complications after suboccipital craniectomy
Peng GUO ; Tao LI ; Yutao PENG ; Wenqian WU ; Haoyu ZHANG ; Ziwen YANG ; Yinglun SONG ; Jinping LI
Chinese Journal of Surgery 2024;62(12):1120-1127
Objective:To explore the clinical effects of a 3D-printed intracranial pressure balancing device in preventing complications after suboccipital craniectomy (DC).Methods:This study is a retrospective cohort analysis. The clinical data of 35 patients who underwent DC at Department of Neurosurgery, Beijing Chaoyang Hospital, Capital Medical University, from September 2020 to September 2023 were reviewed. The cohort included 24 males and 11 females, with an age of (48.7±14.9) years (range:17 to 74 years). Nineteen patients (experimental group) received the intracranial pressure balancing device fixed to the bone defect site post-DC. This device was made using medical-grade dicyanamide resin and was three dimensional printed based on postoperative CT scans of the patients. The remaining 16 patients (control group) did not receive the intracranial pressure balancing device, while other treatments and procedures were consistent with the experimental group. Data were compared using the χ2 test or Fisher′s exact probability method. Results:Out of the 35 patients, 30 cases (85.7%) experienced complications following DC. Specific complications included cerebral infarction in 3 cases (8.6%), intracerebral hemorrhage in 1 case (2.9%), subdural effusion in 27 cases (77.1%) with a median onset of (8.8±6.5) days (range: 1 to 23 days), brain tissue protrusion in 15 cases (42.9%) with a median onset of ( M(IQR)) 7.0 (21.0) days (range:2 to 106 days), and hydrocephalus in 6 cases (17.14%) with a median onset of 34.5 (111.0) days (range: 22 to 136 days). There were no significant differences in the occurrence of complications(all P>0.05). However, there was a significant reduction in the incidence of subdural effusion in the experimental group prior to cranioplasty ( P=0.013). No significant differences were noted in mRS scores between the two groups after cranioplasty ( P>0.05). Conclusions:The intracranial pressure balancing device has the effect of prevention and treatment of subdural effusion. However, it did not significantly improve patient prognosis post-DC, warranting further investigation.
10.Observation of corneal cell in diabetic patients using in vivo confocal microscopy
Lingrui MENG ; Wenqian CHEN ; Yi GAO ; Zi YE ; Zhaohui LI
International Eye Science 2024;24(5):664-670
In vivo confocal microscopy of the cornea is a non-invasive, rapid, and comprehensive technique for real-time, dynamic observation of all layers of the cornea. Confocal microscopy allows the examination of the morphology and cell density in the different layers of the cornea through direct visualization. With the increasing prevalence of diabetes, ocular complications have become common and have garnered more interest and in-depth research from clinical and scientific communities. This paper provides a comprehensive review of research progress made using in vivo confocal microscopy to observe various layers of cornea tissue in diabetic patients.


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