1.Identification of shared key genes and pathways in osteoarthritis and sarcopenia patients based on bioinformatics analysis.
Yuyan SUN ; Ziyu LUO ; Huixian LING ; Sha WU ; Hongwei SHEN ; Yuanyuan FU ; Thainamanh NGO ; Wen WANG ; Ying KONG
Journal of Central South University(Medical Sciences) 2025;50(3):430-446
OBJECTIVES:
Osteoarthritis (OA) and sarcopenia are significant health concerns in the elderly, substantially impacting their daily activities and quality of life. However, the relationship between them remains poorly understood. This study aims to uncover common biomarkers and pathways associated with both OA and sarcopenia.
METHODS:
Gene expression profiles related to OA and sarcopenia were retrieved from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) between disease and control groups were identified using R software. Common DEGs were extracted via Venn diagram analysis. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were conducted to identify biological processes and pathways associated with shared DEGs. Protein-protein interaction (PPI) networks were constructed, and candidate hub genes were ranked using the maximal clique centrality (MCC) algorithm. Further validation of hub gene expression was performed using 2 independent datasets. Receiver operating characteristic (ROC) curve analysis was used to evaluate the predictive value of key genes for OA and sarcopenia. Mouse models of OA and sarcopenia were established. Hematoxylin-eosin and Safranin O/Fast Green staining were used to validate the OA model. The sarcopenia model was validated via rotarod testing and quadriceps muscle mass measurement. Real-time reverse transcription PCR (real-time RT-PCR) was employed to assess the mRNA expression levels of candidate key genes in both models. Gene set enrichment analysis (GSEA) was conducted to identify pathways associated with the selected shared key genes in both diseases.
RESULTS:
A total of 89 common DEGs were identified in the gene expression profiles of OA and sarcopenia, including 76 upregulated and 13 downregulated genes. These 89 DEGs were significantly enriched in protein digestion and absorption, the PI3K-Akt signaling pathway, and extracellular matrix-receptor interaction. PPI network analysis and MCC algorithm analysis of the 89 common DEGs identified the top 17 candidate hub genes. Based on the differential expression analysis of these 17 candidate hub genes in the validation datasets, AEBP1 and COL8A2 were ultimately selected as the common key genes for both diseases, both of which showed a significant upregulation trend in the disease groups (all P<0.05). The value of area under the curve (AUC) for AEBP1 and COL8A2 in the OA and sarcopenia datasets were all greater than 0.7, indicating that both genes have potential value in predicting OA and sarcopenia. Real-time RT-PCR results showed that the mRNA expression levels of AEBP1 and COL8A2 were significantly upregulated in the disease groups (all P<0.05), consistent with the results observed in the bioinformatics analysis. GSEA revealed that AEBP1 and COL8A2 were closely related to extracellular matrix-receptor interaction, ribosome, and oxidative phosphorylation in OA and sarcopenia.
CONCLUSIONS
AEBP1 and COL8A2 have the potential to serve as common biomarkers for OA and sarcopenia. The extracellular matrix-receptor interaction pathway may represent a potential target for the prevention and treatment of both OA and sarcopenia.
Sarcopenia/genetics*
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Osteoarthritis/genetics*
;
Computational Biology/methods*
;
Humans
;
Protein Interaction Maps/genetics*
;
Animals
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Mice
;
Gene Expression Profiling
;
Gene Ontology
;
Transcriptome
;
Male
;
Signal Transduction/genetics*
;
Gene Regulatory Networks
2.Mechanism by which mechanical stimulation regulates chondrocyte apoptosis and matrix metabolism via primary cilia to delay osteoarthritis progression.
Huixian LING ; Sha WU ; Ziyu LUO ; Yuyan SUN ; Hongwei SHEN ; Haiqi ZHOU ; Yuanyuan FU ; Wen WANG ; Thai Namanh NGO ; Ying KONG
Journal of Central South University(Medical Sciences) 2025;50(5):864-875
OBJECTIVES:
Osteoarthritis (OA) is one of the most common chronic degenerative diseases, with chondrocyte apoptosis and extracellular matrix (ECM) degradation as the major pathological changes. The mechanical stimulation can attenuate chondrocyte apoptosis and promote ECM synthesis, but the underlying molecular mechanisms remain unclear. This study aims to investigate the role of primary cilia (PC) in mediating the effects of mechanical stimulation on OA progression.
METHODS:
In vivo, conditional knockout mice lacking intraflagellar transport 88 (IFT88flox/flox IFT88 knockout; i.e., primary cilia-deficient mice) were generated, with wild-type mice as controls. OA models were established via anterior cruciate ligament transection combined with destabilization of the medial meniscus, followed by treadmill exercise intervention. OA progression was evaluated by hematoxylin-eosin staining, safranin O-fast green staining, and immunohistochemistry; apoptosis was assessed by TUNEL staining; and limb function by rotarod testing. In vitro, primary articular chondrocytes were isolated from mice and transfected with lentiviral vectors to suppress IFT88 expression, thereby constructing a primary cilia-deficient cell model. Interleukin-1β (IL-1β) was used to induce an inflammatory environment, while cyclic tensile strain (CTS) was applied via a cell stretcher to mimic mechanical loading on chondrocytes. Immunofluorescence and Western blotting were used to detect the protein expression levels of type II collagen α1 chain (COL2A1), primary cilia, IFT88, and caspase-12; reverse transcription polymerase chain reaction was performed to assess COL2A1 mRNA levels; and flow cytometry was used to evaluate apoptosis.
RESULTS:
In vivo, treadmill exercise significantly reduced Osteoarthritis Research Society International (OARSI) scores and apoptotic cell rates, and improved balance ability in wild-type OA mice, whereas IFT88-deficient OA mice showed no significant improvement. In vitro, CTS inhibited IL-1β-induced ECM degradation and apoptosis in primary chondrocytes; however, this protective effect was abolished in cells with suppressed primary cilia expression.
CONCLUSIONS
Mechanical stimulation delays OA progression by mediating signal transduction through primary cilia, thereby inhibiting cartilage degeneration and chondrocyte apoptosis.
Animals
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Chondrocytes/cytology*
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Apoptosis/physiology*
;
Mice
;
Cilia/metabolism*
;
Osteoarthritis/pathology*
;
Extracellular Matrix/metabolism*
;
Mice, Knockout
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Disease Progression
;
Interleukin-1beta
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Male
;
Cells, Cultured
3.Practice of internal quality evaluation system of medical device based on SPO model
Hongwei CHEN ; Ling QIU ; Wei LUO ; Yuchun LIU
China Medical Equipment 2025;22(3):126-131
Objective:To construct an internal quality evaluation system based on the structure-process-outcome(SPO)model,and to analyze its applied effect in the quality management for equipment in the ward of neurology of third-level grade-A hospital.Methods:The internal quality evaluation system for medical equipment based on SPO model realized comprehensive management for medical equipment in the ward of neurology of third-level grade-A hospital through structural design,platform management and outcome feedback.Thirty using medical equipment in the wards of the neurology of Shenzhen Longhua District Central Hospital from May,2022 to April,2024 were selected.The equipment that were used from May,2022 to April,2023 were managed by using conventional management method,and the equipment that were used from May 2023 to April 2024 were managed by using internal quality evaluation system(SPO model management method)based on SPO model.A self-made questionnaire was adopted to investigate and research the satisfaction degree of 35 equipment-related managers,and the operating quality of equipment,error rate of clinical operation and increased degree of equipment benefit of the two management methods were compared.Results:The execution rate of equipment,standard rate of disinfection,timely rate of failure treatment and pass rate of quality detection of adopting SPO model management method were respectively(94.15±4.63)%,(92.69±3.36)%,(93.65±4.36)%and(90.62±3.14)%,which were higher all than these of conventional management method,and the differences of them between two methods were statistically significant(t=14.218,14.582,11.813,14.859,P<0.05).The occurrences of misuse,operation error and human error were respectively one,one and two equipment in 30 equipment by using SPO model management method,and the incidence rates of them were respectively 3.333%,3.333%and 6.667%,which were lower all than those of conventional management method,and the differences of them between two methods were statistically significant(x2=11.882,13.416,12.272,P<0.05).The average scores of 35 managers for convenience,used effect,emergency use and automatic warning efficiency of adopting SPO model management method to use equipment were respectively(92.36±3.14)points,(93.21±4.36)points,(91.25±3.36)points and(94.23±4.36)points,all of which were higher than those of conventional management method,and the differences of them between two methods were statistically significant(t=12.849,11.894,11.417,11.401,P<0.05).The average values of the increased degrees of cost-benefit and social-benefit of equipment of using SPO model management method were respectively(4.36±0.96)%and(3.25±0.65)%,which were higher than these of conventional management method,while the average value of the increased degree of maintenance management expenditure of using SPO model management method was(1.56±0.69)%,which was lower than that of conventional management method,and the differences of them between two methods were statistically significant(t=11.754,14.438,16.320,P<0.05).Conclusion:The application of the internal quality evaluation system based on SPO model for medical equipment in the management for medical equipment in neurology wards of third-level grade-A hospital can improve the operation quality of equipment,and reduce the error rate of operating equipment,and enhance the satisfaction of relevant managers in using equipment.
4.Practice of internal quality evaluation system of medical device based on SPO model
Hongwei CHEN ; Ling QIU ; Wei LUO ; Yuchun LIU
China Medical Equipment 2025;22(3):126-131
Objective:To construct an internal quality evaluation system based on the structure-process-outcome(SPO)model,and to analyze its applied effect in the quality management for equipment in the ward of neurology of third-level grade-A hospital.Methods:The internal quality evaluation system for medical equipment based on SPO model realized comprehensive management for medical equipment in the ward of neurology of third-level grade-A hospital through structural design,platform management and outcome feedback.Thirty using medical equipment in the wards of the neurology of Shenzhen Longhua District Central Hospital from May,2022 to April,2024 were selected.The equipment that were used from May,2022 to April,2023 were managed by using conventional management method,and the equipment that were used from May 2023 to April 2024 were managed by using internal quality evaluation system(SPO model management method)based on SPO model.A self-made questionnaire was adopted to investigate and research the satisfaction degree of 35 equipment-related managers,and the operating quality of equipment,error rate of clinical operation and increased degree of equipment benefit of the two management methods were compared.Results:The execution rate of equipment,standard rate of disinfection,timely rate of failure treatment and pass rate of quality detection of adopting SPO model management method were respectively(94.15±4.63)%,(92.69±3.36)%,(93.65±4.36)%and(90.62±3.14)%,which were higher all than these of conventional management method,and the differences of them between two methods were statistically significant(t=14.218,14.582,11.813,14.859,P<0.05).The occurrences of misuse,operation error and human error were respectively one,one and two equipment in 30 equipment by using SPO model management method,and the incidence rates of them were respectively 3.333%,3.333%and 6.667%,which were lower all than those of conventional management method,and the differences of them between two methods were statistically significant(x2=11.882,13.416,12.272,P<0.05).The average scores of 35 managers for convenience,used effect,emergency use and automatic warning efficiency of adopting SPO model management method to use equipment were respectively(92.36±3.14)points,(93.21±4.36)points,(91.25±3.36)points and(94.23±4.36)points,all of which were higher than those of conventional management method,and the differences of them between two methods were statistically significant(t=12.849,11.894,11.417,11.401,P<0.05).The average values of the increased degrees of cost-benefit and social-benefit of equipment of using SPO model management method were respectively(4.36±0.96)%and(3.25±0.65)%,which were higher than these of conventional management method,while the average value of the increased degree of maintenance management expenditure of using SPO model management method was(1.56±0.69)%,which was lower than that of conventional management method,and the differences of them between two methods were statistically significant(t=11.754,14.438,16.320,P<0.05).Conclusion:The application of the internal quality evaluation system based on SPO model for medical equipment in the management for medical equipment in neurology wards of third-level grade-A hospital can improve the operation quality of equipment,and reduce the error rate of operating equipment,and enhance the satisfaction of relevant managers in using equipment.
5.Computer-aided Drug Design and Experimental Validation Reveal Molecular Mechanism of Saikosaponin D-induced Apoptosis of Bladder Cancer Cells
Ling ZUO ; Yutong LI ; Lingbao XIANG ; Ruiqi CHEN ; Hong XIONG ; Hongwei LIU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(17):87-94
ObjectiveTo explore the role of saikosaponin D (SSD) targeting signal transducer and activator of transcription 3 (STAT3) in inducing apoptosis of bladder cancer cells by computer-aided drug design and experimental verification. MethodThe druggability and biotoxicity of SSD were explored by Bayesian classifier modeling. The information about SSD, the active ingredient of Bupleuri Radix, was searched against the Traditional Chinese Medicine Systematic Pharmacology Database and Analysis Platform (TCMSP). The targets of SSD were predicted by PubChem, TCMSP, a Bioinformatics Analysis Tool for Molecular mechANism of Traditional Chinese Medicine (BATMAN-TCM), Coremine, an Encyclopedia of Traditional Chinese Medicine (ETCM), and SwissTargetPrediction. GeneCards, Therapeutic Target Database (TTD), and Online Mendelian Inheritance in Man (OMIM) were employed to predict the potential therapeutic targets of bladder cancer. Then, the common targets shared by SSD and bladder cancer were selected for Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses. Molecular docking was adopted to explore the binding affinity and structural stability of SSD with target proteins. Cytoscape 3.9.1 was used to construct the STAT3-drug regulatory network and STAT3-apoptosis regulatory network. UM-UC-3 cells were treated with 0, 5, 10, 15 μmol·L-1 SSD for 24 h. Then, flow cytometry was used to detect the apoptosis of bladder cancer cells, and Western blot was employed to determine the protein levels of B-cell lymphoma-2 (Bcl-2), Bcl-2-associated X protein (Bax), Bcl-2-associated death promoter (Bad), STAT3, and phosphorylation (p)-STAT3. ResultBayesian classifier modeling and molecular docking showed that SSD had low biotoxicity and bound well to the target protein STAT3 to form a stable protein-ligand complex. There were 282 common targets between bladder cancer and SSD, among which STAT3 was the most central target. The GO enrichment analysis showed that the potential core therapeutic targets involved 3 036 biological processes, 82 cellular components, and 171 molecular functions. The KEGG enrichment analysis showed that the potential core targets were mainly related to the C-type lectin receptor signaling pathway, Toll-like receptor signaling pathway, and cell apoptosis pathway. The STAT3-drug regulatory network and STAT3-apoptosis regulatory network showed that 29 drugs interacted with STAT3, and 27 apoptosis-related genes had a strong correlation with STAT3. Flow cytometry showed that the apoptosis rate increased with the increase in SSD concentration (P<0.05). Western blotting results showed that SSD down-regulated the protein levels of p-STAT3 and Bcl-2 and up-regulated the protein levels of Bax and Bad in a concentration-dependent manner (P<0.05). ConclusionSSD has good druggability and low biotoxicity. It may promote the apoptosis of bladder cancer cells by targeting STAT3.
6.Voluntary and Adaptive Control Strategy for Ankle Rehabilitation Robot
Zhihang SHEN ; Ling ZHANG ; Yuehong SU ; Hongwei XING ; Bin LI
Chinese Journal of Medical Instrumentation 2024;48(4):385-391
The control strategy of rehabilitation robots should not only adapt to patients with different levels of motor function but also encourage patients to participate voluntarily in rehabilitation training.However,existing control strategies usually consider only one of these aspects.This study proposes a voluntary and adaptive control strategy that solves both questions.Firstly,the controller switched to the corresponding working modes(including challenge,free,assistant,and robot-dominant modes)based on the trajectory tracking error of human-robot cooperative movement.To encourage patient participation,a musculoskeletal model was used to estimate the patient's active torque.The robot's output torque was designed as the product of the active torque and a coefficient,with the coefficient adaptively changing according to the working mode.Experiments were conducted on two healthy subjects and four hemiplegic patients using an ankle rehabilitation robot.The results showed that this controller not only provided adaptive the robot's output torque based on the movement performance of patients but also encouraged patients to complete movement tasks themselves.Therefore,the control strategy has high application value in the field of rehabilitation.
7.Exploration the importance of curriculum evaluation feedback to correct teaching based on the analysis of physiology test paper
Hongwei YE ; Shanfeng MA ; Jie HU ; Ying YU ; Ling ZHENG ; Xiaolei GUO ; Qin GAO
Journal of Shenyang Medical College 2024;26(3):321-324,336
Objective:To evaluate the quality of test papers and to analyze students'mastery of knowledge through the analysis of test papers,so as to provide reference for the reform of test proposition and correction teaching.Methods:Using paper analysis software(Ver 2.0),the paper quality,the students'scores and the answers to the questions of the final exam paper of Physiology of grade 2021 students majoring in nursing were analyzed.Results:The composition of the test paper was consistent with the requirements of the teaching programme,the difficulty of subjective and objective test questions was moderate,the differentiation of subjective test questions was good,the differentiation of objective test questions was general,and the reliability and validity were good.The overall performance was basically normal distribution.The full score ratio of objective test questions was higher than that of subjective test questions,and the zero score test questions were mostly concentrated in chapter 10 and chapter 4.Conclusion:Test paper analysis can feedback the problems and shortcomings of test paper proposition and teaching process,promote the quality of test paper and teaching model innovation,and improve the quality of teaching.
8.Evaluation and improvement of undergraduate courses in food hygiene and nutrition from the perspective of graduates
Qian ZHANG ; Yan YANG ; Yaling QIE ; Hongwei SU ; Ling MA
Chinese Journal of Medical Education Research 2024;23(7):926-930
Objective:To understand the problems existing in the curriculum design of food hygiene and nutrition for undergraduates, and put forward countermeasures to improve the quality of talents cultivation and promote professional development.Methods:Self-made questionnaires were distributed by convenience sampling method, through online and offline ways, and the graduates' opinions on the curriculum design of their school. Quantitative data were analyzed by SPSS 26.0, and qualitative data were analyzed by NVivo 11.0.Results:A total of 258 valid questionnaires were recovered, and the average score of graduates' satisfaction with teaching quality was 2.42±1.02. Graduates had different opinions on the importance of special courses, and 150 students (58.14%) were satisfied with major courses. Some graduates thought the time of special courses was unreasonable and there were few major courses. Besides, 141 graduates (54.65%) were satisfied with the clinical probation in their graduation colleges. Although graduates believed that innovation ability was important, innovative education courses were scarce at present.Conclusions:Graduates are less satisfied with the setting of undergraduate curriculum in food hygiene and nutrition. It is suggested to optimize professional courses setting, improve experimental facilities and equipment, strengthen the management of practice bases, and pay attention to the cultivation of students' innovation and entrepreneurship ability.
9.Association between serum cholinesterase and insulin resistance in patients with type 2 diabetes mellitus
Dan GE ; Zhangzhe CHEN ; Hongwei LING
Chinese Journal of Endocrinology and Metabolism 2023;39(7):571-574
Objective:To investigate the association of serum cholinesterase(ChE) with insulin resistance(IR) in patients with type 2 diabetes mellitus(T2DM).Methods:General information and laboratory results of 376 hospitalized patients with type 2 diabetes were collected from the Endocrinology Department of Xuzhou Medical University Affiliated Hospital from June 2020 to November 2022. Based on quartile levels of serum cholinesterase(ChE), the patients were divided into four groups: Q1 group(≤7 912 IU/L), Q2 group(7 913-9 083 IU/L), Q3 group(9 084-10 304 IU/L), and Q4 group(≥10 305 IU/L). The Homeostasis model was used to evaluate insulin resistance(HOMA-IR) for each group, and the correlation between ChE and HOMA-IR was analyzed. Results:As ChE levels increased, HOMA-IR levels significantly increased( P<0.05). Spearman correlation analysis showed that ChE was positively correlated with body mass index, diastolic blood pressure, high-sensitivity C-reactive protein, HbA 1C, total cholesterol, triglycerides, low density lipoprotein-cholesterol(LDL-C), aspartate aminotransferase, alanine aminotransferase(ALT), glutamyl transpeptidase, prealbumin, albumin, uric acid, and HOMA-IR( P<0.05). ChE was negatively correlated with age, duration of diabetes, and blood urea nitrogen( P<0.05). Multivariat stepwise linear regression analysis showed that disease duration, body mass index, HbA 1C, ALT, and ChE were independent influencing factors of HOMA-IR( P<0.01). Logistic regression analysis showed that compared to the Q1 group, the risks of developing IR in the Q4, Q3, and Q2 groups were 3.969(1.791-8.797), 2.100(1.059-4.164), and 2.026(1.071-3.833), respectively. Conclusion:Serum ChE is closely associated with IR in patients with T2DM.
10.Application of PDCA cycle theory in the teaching of eight-year clinical medical students for Laboratory Diagnostics course
Jianhua HAN ; Zhongjuan LIU ; Zhuo YANG ; Ling QIU ; Wei WU ; Hongli SUN ; Jun ZHAO ; Jiaxin ZHOU ; Hongwei FAN ; Yang YANG ; Yingchun XU
Chinese Journal of Laboratory Medicine 2023;46(11):1193-1196
Objective:To explore the application of PDCA (plan, do, check, act) cycle theory in the teaching of eight-year clinical medical students for the course of Laboratory Diagnostics.Methods:From September 2021 to November 2022, the students majoring in clinical medicine of eight-year system who were studying the course of Laboratory Diagnostics at Peking Union Medical College were selected as the research objects. The teaching reform of the course of Laboratory Diagnostics was carried out according to the four stages of PDCA cycle theory, and the teaching effect was evaluated by the final examination results and questionnaire survey scores of the students.Results:The score of theoretical examination of eight-year students in 2018 was (86.7±4.68) points, which was higher than that of students in 2017 [(83.3±3.89) points], and the difference was statistically significant ( P<0.05). The questionnaire survey results of the two groups of students showed that the rating of experimental course was higher than that of theoretical course ( P<0.05). After the teaching reform based on PDCA cycle theory, the questionnaire survey scores of theoretical course [(3.83±0.25) points vs (2.94±0.28) points] and experimental course [(4.13±0.09) points vs (3.32±0.12) points] in students of 2018 were higher than those of 2017 (all P<0.001). Conclusion:PDCA cycle theory provides new methods and ideas for teaching management, which helps to improve the performance of clinical medical students of eight-year system and their recognition of the course.

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