1.Risk prediction models of recurrence after percutaneous endoscopic lumbar discectomy:a systematic review and meta-analysis
Weijie YU ; Dongdong CAO ; Tianci GUO ; Puyu NIU ; Jialin YANG ; Simin WANG ; Aifeng LIU
Chinese Journal of Tissue Engineering Research 2026;30(3):749-759
OBJECTIVE:Postoperative recurrence is a common complication of percutaneous endoscopic lumbar discectomy for lumbar disc herniation,which can significantly increase the risk of reoperation.A well-performing risk prediction model can help identify high-risk groups early and prevent postoperative recurrence.This study systematically evaluated the risk prediction model for postoperative recurrence after percutaneous endoscopic lumbar discectomy to provide a reference for surgical decision-making.METHODS:The PubMed,Embase,Web of Science,CNKI,WanFang Data,VIP,and CBM were electronically searched to collect studies on the recurrence risk prediction models after percutaneous endoscopic lumbar discectomy from inception to July 1,2024.Two reviewers independently screened the literature and extracted data.The models' risk of bias,applicability,and report quality were assessed using prediction model risk of bias assessment tool(PROBAST)and Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis(TRIPOD)tools,respectively.Meta-analysis of postoperative recurrence rate of percutaneous endoscopic lumbar discectomy and related predictors was performed using Revman 5.4 software.RESULTS:(1)A total of 15 studies were included,all of which were retrospective studies,including 24 models for predicting the risk of recurrence after percutaneous endoscopic lumbar discectomy.(2)The PROBAST evaluation results indicated that all 15 studies exhibited a high risk of bias.Regarding applicability,two studies demonstrated a low risk,while 13 presented a high risk.(3)Regarding the TRIPOD reporting quality,the overall quality across the 15 studies was low.The primary reasons for this low compliance included the failure to report blinding,a lack of explanation for the sample size calculation method,lack of detailed description of missing data processing methods,and lack of information such as introduction to the model used.(4)Furthermore,the area under the receiver operating characteristic curve for the model ranged from 0.684 to 0.972,with the number of potential predictor variables varying from 15 to 28.(5)The results of meta-analysis showed that the postoperative recurrence rate of lumbar disc herniation patients treated with percutaneous endoscopic lumbar discectomy was 12%(95%CI=9.0%-15.0%),Modic changes(OR=6.72,95%CI=3.90-11.59),body mass index(OR=1.28,95%CI=1.10-1.49),work intensity(OR=3.22,95%CI=1.85-5.59),age(OR=2.28,95%CI=1.50-3.48),and smoking history(OR=2.65,95%CI=1.75-4.00)were independent influencing factors for postoperative recurrence of percutaneous endoscopic lumbar discectomy(all P<0.05).CONCLUSION:The overall predictive performance of the recurrence risk prediction models after percutaneous endoscopic lumbar discectomy is satisfactory;however,the model exhibits a high overall risk of bias and applicability,coupled with low reporting quality.Additionally,there is a lack of prospective research and external validation.Future,risk prediction models should consider factors such as Modic changes,body mass index,work intensity,age,and smoking history as potential predictors.
2.Risk prediction models of recurrence after percutaneous endoscopic lumbar discectomy:a systematic review and meta-analysis
Weijie YU ; Dongdong CAO ; Tianci GUO ; Puyu NIU ; Jialin YANG ; Simin WANG ; Aifeng LIU
Chinese Journal of Tissue Engineering Research 2026;30(3):749-759
OBJECTIVE:Postoperative recurrence is a common complication of percutaneous endoscopic lumbar discectomy for lumbar disc herniation,which can significantly increase the risk of reoperation.A well-performing risk prediction model can help identify high-risk groups early and prevent postoperative recurrence.This study systematically evaluated the risk prediction model for postoperative recurrence after percutaneous endoscopic lumbar discectomy to provide a reference for surgical decision-making.METHODS:The PubMed,Embase,Web of Science,CNKI,WanFang Data,VIP,and CBM were electronically searched to collect studies on the recurrence risk prediction models after percutaneous endoscopic lumbar discectomy from inception to July 1,2024.Two reviewers independently screened the literature and extracted data.The models' risk of bias,applicability,and report quality were assessed using prediction model risk of bias assessment tool(PROBAST)and Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis(TRIPOD)tools,respectively.Meta-analysis of postoperative recurrence rate of percutaneous endoscopic lumbar discectomy and related predictors was performed using Revman 5.4 software.RESULTS:(1)A total of 15 studies were included,all of which were retrospective studies,including 24 models for predicting the risk of recurrence after percutaneous endoscopic lumbar discectomy.(2)The PROBAST evaluation results indicated that all 15 studies exhibited a high risk of bias.Regarding applicability,two studies demonstrated a low risk,while 13 presented a high risk.(3)Regarding the TRIPOD reporting quality,the overall quality across the 15 studies was low.The primary reasons for this low compliance included the failure to report blinding,a lack of explanation for the sample size calculation method,lack of detailed description of missing data processing methods,and lack of information such as introduction to the model used.(4)Furthermore,the area under the receiver operating characteristic curve for the model ranged from 0.684 to 0.972,with the number of potential predictor variables varying from 15 to 28.(5)The results of meta-analysis showed that the postoperative recurrence rate of lumbar disc herniation patients treated with percutaneous endoscopic lumbar discectomy was 12%(95%CI=9.0%-15.0%),Modic changes(OR=6.72,95%CI=3.90-11.59),body mass index(OR=1.28,95%CI=1.10-1.49),work intensity(OR=3.22,95%CI=1.85-5.59),age(OR=2.28,95%CI=1.50-3.48),and smoking history(OR=2.65,95%CI=1.75-4.00)were independent influencing factors for postoperative recurrence of percutaneous endoscopic lumbar discectomy(all P<0.05).CONCLUSION:The overall predictive performance of the recurrence risk prediction models after percutaneous endoscopic lumbar discectomy is satisfactory;however,the model exhibits a high overall risk of bias and applicability,coupled with low reporting quality.Additionally,there is a lack of prospective research and external validation.Future,risk prediction models should consider factors such as Modic changes,body mass index,work intensity,age,and smoking history as potential predictors.
3.Research progress on the regulation of macrophage-bone marrow mesenchymal stem cell interactions by yin-nourishing and kidney-tonifying Chinese herbal medicines to promote tendon-bone healing
Peng ZHANG ; Guorui CAO ; Honglüe TAN ; Renkun ZHAO ; Mingyang ZHANG ; Dongdong XIE ; Weihao YU
China Pharmacy 2026;37(12):1654-1660
The crosstalk between macrophages and bone marrow mesen chymal stem cells (BMSCs) plays a vital role in regulating tendon-bone healing. Based on the traditional Chinese medicine (TCM) theory that the kidney governs the bones and generates marrow, yin-nourishing and kidney-tonifying Chinese medicines can promote the osteogenic differentiation of BMSCs and the M1-to-M2 polarization of macrophages, thereby facilitating tendon-bone healing. A variety of related medicinal monomers (such as diosgenin and oleanolic acid), extracts and effective fractions (such as artificial tiger bone powder and total flavonoids of Drynaria fortunei ), as well as compound prescriptions (such as Liuwei dihuang pill, Xujin jiegu decoction and Duhuo jisheng decoction), can modulate the crosstalk between macrophages and BMSCs by regulating the Wnt/β-catenin, nuclear factor kappa-B, phosphatidylinositol 3-kinase/protein kinase B/mammalian target of rapamycin and transforming growth factor-β/Smad signaling pathways. They further exert anti-inflammatory, antioxidant and osteogenic effects to effectively accelerate tendon-bone healing. However, current evidence was limited to animal experiments exhibiting such as limitations insufficent alignment between animal models and clinical injury types, research focusing mostly on single signaling pathways, and unclear core active ingredients. Future studies shall optimize animal models and carry out large-sample randomized controlled trials, clarify the interactive networks of multiple signaling pathways, and isolate the core active substances of yin-nourishing and kidney-tonifying Chinese medicines, so as to advance the precise application of traditional Chinese medicines.
4.Relationship between EDNRA gene polymorphisms and congenital bilateral absence of the vas deferens in the male Han Chinese population
Yuwan PENG ; Xiaojin HE ; Xiaoyu YANG ; Jing WANG ; Binbin WANG ; Dongdong TANG ; Zhaolian WEI ; Yunxia CAO
Acta Universitatis Medicinalis Anhui 2026;61(5):931-936
ObjectiveTo investigate the association between endothelin receptor type A gene (EDNRA) and congenital bilateral absence of the vas deferens (CBAVD). MethodsThis case-control study consisted of 124 subjects with CBAVD and 100 fertile controls.Two single nucleotide polymorphisms (SNPs: rs5335 and rs1801708) in the EDNRA gene were genotyped via PCR, PCR-RFLP analysis, and direct sequencing. ResultsNo significant differences existed between EDNRA polymorphisms and CBAVD phenotype (rs1801708: P=0.220 2, 0.163 2; rs5335: P=0.805 8, 0.818 6). However, the rs1801708-rs5335 haplotype AG was notably associated with an increased risk of CBAVD (P=0.008 6, OR=2.178, 95% CI: 1.207-3.929). A significantly protective effect of rs1801708-rs5335 haplotype GG on CBAVD (P=0.038 5, OR= 0.671, 95% CI: 0.460-0.980) was observed. After Bonferroni correction, the result for haplotype A-G remained significant (P =0.008 6<0.012 5), while haplotype G-G was not significant. ConclusionThe rs1801708-rs5335 AG haplotype of EDNRA is a potential risk factor for CBAVD development in Han Chinese.
5.Role of STK4-AS1 in regulating malignant biological behavior of esophageal squamous cell carcinoma through the MYG1/Notch signaling pathway
Bo FENG ; Jiarui CAO ; Dongdong LI ; Yanchao XU ; Chunzheng MA
The Journal of Practical Medicine 2025;41(17):2661-2669
Objective To investigate the role of STK4-AS1 in regulating the proliferation,invasion,and migration of esophageal squamous cell carcinoma(ESCC)cells through the MYG1/Notch signaling pathway.Methods Quantitative real-time PCR(qRT-PCR)was used to detect the expression of STK4-AS1 in ESCC cells.MTS assay,wound healing and Transwell assay were conducted to explore the proliferation,migration,and invasion abilities in each group in Eca109 and Kyse150 cells.mRNA sequencing(mRNA-seq)was used to detect the down-stream target genes of STK4-AS1.KEGG functional enrichment analyses were used to predict the possible biological processes and signaling pathways.qRT-PCR and western blot were performed to identify mRNA expression of MYG1 and the key downstream transcription factors HES1,HES5,and HEY1 of the Notch signaling pathway,as well as the protein expression of NICD1.Co-transfection plasmids(for over-expressing STK4-AS1 and MYG1)were used to detect the mRNA expression of HES1,HES5,and HEY1 and the protein expression of NICD1 which acted as the key downstream transcription factors in the Notch signaling pathway,as well as the effects on the proliferation,migration,and invasion abilities of ESCC cells.Results The expression of STK4-AS1 was decreased in ESCC cell lines(P<0.01).Over-expression of STK4-AS1 inhibited the proliferation,migration and invasion abilities in Eca109 and Kyse150 cells(P<0.05).STK4-AS1 negatively regulated the expression of MYG1(P<0.01),and the expression of MYG1 was increased in ESCC cell lines(P<0.01).Over-expression of MYG1 could partially reverse the effect of STK4-AS1 on the malignant biological behavior of Eca109 and Kyse150 cells(P<0.05),as well as the mRNA expressions of HES1,HES5,and HEY1 and the protein expression of NICD1(P<0.05).Conclusion STK4-AS1 affects the malignant biological behaviors of ESCC through the MYG1/Notch signaling pathway.
6.Clinical utility of a robotic intelligent endoscope transportation system in the digestive endoscopy center
Jianrong BAI ; Jun CHENG ; Xin WANG ; Lina CAO ; Jingyi LI ; Dongdong SUN ; Juan WANG ; Xiaoli JIA ; Tao CONG ; Rui JI ; Xiuli ZUO
Chinese Journal of Digestive Endoscopy 2025;42(8):628-633
Objective:To evaluate the clinical utility of an intelligent endoscope transportation system in the digestive endoscopy center.Methods:A parallel-group controlled trial was conducted at Digestive Endoscopy Center of Qilu Hospital of Shandong University from June 1st to December 31st 2024, comparing robotic intelligent endoscope transport (experimental group) versus manual transport (control group). Performance metrics, including response time, transportation speed, labor efficiency, contamination prevention, closed-loop traceability, and nursing staff satisfaction, were statistically analyzed. Full-time equivalent (FTE) was introduced to quantify the operational efficiency of the experimental group.Results:The study included a total of 60 206 instances of intelligent endoscope transportation and 60 485 instances of manual transportation data. The robotic group demonstrated significantly shorter response times versus manual group for initial dispatch (51.08±14.97 seconds VS 54.44±13.61 seconds, t=35.8, P<0.001) and recovery response time (32.52±11.26 seconds VS 40.20±11.40 seconds, t=103.93, P<0.001). During the 148 days operational period, the success rate was 99.83% (60 104/60 206) and the failure rate was 0.17% (102/60 206) for robotic transports. Primary failure causes were wireless disconnection, pathfinding errors, and mechanical faults, averaging 1.05 malfunctions/month with no adverse events. The success and failure rate was 99.26% (60 043/60 485) and 0.74% (442/60 485) respectively for manual transports. Staff satisfaction was significantly higher for robotic transport in endoscopic transportation (4.65±0.55 scores VS 3.97±0.98 scores, t=96.5, P<0.001) and delivery process (4.71±0.59 scores VS 3.90±1.04 scores, t=210.3, P<0.001). and workload intensity was significantly lower (4.06±0.77 scores VS 4.48±0.63 scores, t=59.9, P=0.025). The system reduced labor requirements by 3.68 FTE, yielding annual savings of ¥657 000. Conclusion:The robotic intelligent endoscope transport system improves work efficiency, reduces nursing labor costs and physical workload, enhances job experience and satisfaction, and enables full-process smart traceability, providing a validated solution for endoscopy center logistics.
7.Role of STK4-AS1 in regulating malignant biological behavior of esophageal squamous cell carcinoma through the MYG1/Notch signaling pathway
Bo FENG ; Jiarui CAO ; Dongdong LI ; Yanchao XU ; Chunzheng MA
The Journal of Practical Medicine 2025;41(17):2661-2669
Objective To investigate the role of STK4-AS1 in regulating the proliferation,invasion,and migration of esophageal squamous cell carcinoma(ESCC)cells through the MYG1/Notch signaling pathway.Methods Quantitative real-time PCR(qRT-PCR)was used to detect the expression of STK4-AS1 in ESCC cells.MTS assay,wound healing and Transwell assay were conducted to explore the proliferation,migration,and invasion abilities in each group in Eca109 and Kyse150 cells.mRNA sequencing(mRNA-seq)was used to detect the down-stream target genes of STK4-AS1.KEGG functional enrichment analyses were used to predict the possible biological processes and signaling pathways.qRT-PCR and western blot were performed to identify mRNA expression of MYG1 and the key downstream transcription factors HES1,HES5,and HEY1 of the Notch signaling pathway,as well as the protein expression of NICD1.Co-transfection plasmids(for over-expressing STK4-AS1 and MYG1)were used to detect the mRNA expression of HES1,HES5,and HEY1 and the protein expression of NICD1 which acted as the key downstream transcription factors in the Notch signaling pathway,as well as the effects on the proliferation,migration,and invasion abilities of ESCC cells.Results The expression of STK4-AS1 was decreased in ESCC cell lines(P<0.01).Over-expression of STK4-AS1 inhibited the proliferation,migration and invasion abilities in Eca109 and Kyse150 cells(P<0.05).STK4-AS1 negatively regulated the expression of MYG1(P<0.01),and the expression of MYG1 was increased in ESCC cell lines(P<0.01).Over-expression of MYG1 could partially reverse the effect of STK4-AS1 on the malignant biological behavior of Eca109 and Kyse150 cells(P<0.05),as well as the mRNA expressions of HES1,HES5,and HEY1 and the protein expression of NICD1(P<0.05).Conclusion STK4-AS1 affects the malignant biological behaviors of ESCC through the MYG1/Notch signaling pathway.
8.Virtual cutting-based morphological differences in osteoarthritic and healthy knees: Implications for total knee arthroplasty prosthesis design.
Bin YU ; Yu ZHANG ; Dongdong CAO ; Jinchang HAN ; Weiyong WU ; Chao ZHANG ; Aifeng LIU
Chinese Journal of Traumatology 2025;28(6):436-444
PURPOSE:
End-stage knee osteoarthritis (OA) patients are the primary candidates for total knee arthroplasty (TKA). However, most morphological refinements of TKA prosthesis are based on anatomical data from the knees of healthy individuals. This study aimed to determine whether differences exist in key bony morphological characteristics of the distal femur and proximal tibia between osteoarthritic knees and healthy knees.
METHODS:
This was a retrospective cross-sectional observational study with a case-control design. Patients who were aged ≥ 50 years, had no history of trauma, fracture, or surgery in the studied knee, and had no obvious knee flexion contracture were included in this study by CT scans. Patients who met the American College of Rheumatology clinical criteria for knee OA were included in the study group. Kellgren-Lawrence grade III or IV knees were studied (for bilateral cases, the more severely affected knee was chosen). Patients who presented with unilateral knee pain or trauma were included in the control group, with CT scans from the opposite (asymptomatic) knee used for analyzing. The studied knee had a Kellgren-Lawrence grade of 0 or I and showed no abnormalities upon physical examination. Archived knee CT scans from 160 patients were divided into 2 groups: the study group (80 moderate-to-severe OA knees) and the control group (80 healthy knees). After 3-dimensional reconstruction and virtual cutting using a CT workstation, 13 morphological parameters of the distal femur and proximal tibia were compared between the 2 groups using independent-samples t-tests.
RESULTS:
No significant group differences in the femoral anteroposterior dimension (p = 0.797), height of the lateral femoral condyle (p = 0.268), posterior condylar angle (p = 0.240), tibial anteroposterior dimension (p = 0.536), or tibial lateral anteroposterior dimension (p = 0.702) were observed. However, the femoral mediolateral dimension (p = 0.002), distal femoral aspect ratio (femoral mediolateral dimension/femoral anteroposterior dimension) (p < 0.001), height of the femoral trochlear groove (p < 0.001), height of the medial femoral condyle (p < 0.001), tibial mediolateral dimension (p = 0.001), proximal tibial aspect ratio (tibial mediolateral dimension/tibial anteroposterior dimension) (p = 0.004), tibial medial anteroposterior dimension (p = 0.005), and tibial asymmetry ratio (tibial medial anteroposterior dimension/tibial lateral anteroposterior dimension) (p = 0.006) were all significantly greater in the study group.
CONCLUSION
Knees with moderate-to-severe OA are significantly wider than healthy knees, and OA is a risk factor for increased tibial platform asymmetry. When refining the morphological parameters of TKA prostheses, the specific bony morphological characteristics of OA knees should be taken into account to reduce the potential risk of femoral or tibial component underhang and facilitate optimal balance between tibial component fit and rotational alignment.
Humans
;
Osteoarthritis, Knee/pathology*
;
Male
;
Female
;
Cross-Sectional Studies
;
Retrospective Studies
;
Arthroplasty, Replacement, Knee
;
Middle Aged
;
Aged
;
Case-Control Studies
;
Prosthesis Design
;
Knee Prosthesis
;
Femur/anatomy & histology*
;
Tibia/anatomy & histology*
;
Tomography, X-Ray Computed
;
Knee Joint/diagnostic imaging*
9.Influencing factors of work-related musculoskeletal disorders among medical staff: a Bayesian network modeling analysis
Li HU ; Feiruo ZHANG ; Yongmei ZHAO ; Ning FANG ; Guixin YU ; Dan LIU ; Dongdong CAO ; Leihan XU ; Zihuan WANG ; Mingxiao GUO ; Yan YE
China Occupational Medicine 2025;52(6):631-636
Objective To understand the current situation and influencing factors of work-related musculoskeletal disorders (WMSDs) in medical staff in Beijing City. Methods A total of 2 687 medical staff were selected as the research subjects using the multi-stage sampling method. The current situation of WMSDs and occupational stress, anxiety symptoms, depressive symptoms, and insomnia symptoms were investigated using the Musculoskeletal Disorders Questionnaire, the Core Occupational Stress Scale, the Generalized Anxiety Disorder Scale, the Patient Health Questionnaire Depression Scale, and the Self-Sleep Management Questionnaire. The Max-Min Hill-Climbing algorithm was used to construct a Bayesian network model to analyze the influencing factors and internal relationships of WMSDs and to conduct reasoning and prediction of the model. Results The prevalence of WMSDs among the research subjects was 88.9%. Binary logistic regression analysis was used to identify age, educational level, personal monthly income, anxiety symptoms, depressive symptoms, insomnia symptoms, prolonged forward-head desk work, and prolonged static posture work to construct the Bayesian network model. The model consisted of nine nodes and eleven directed edges. Prolonged static posture work, prolonged forward-head desk work, and anxiety symptoms were directly related to WMSDs. Age and educational level were indirectly related to WMSDs through their influence on prolonged forward-head desk work. Depression symptoms were indirectly associated with WMSDs through their influence on anxiety symptoms. The model's prediction accuracy was 90.5%. Conclusion The prevalence of WMSDs among medical staff in Beijing City is relatively high. Prolonged static posture work, prolonged forward-head desk work, and anxiety symptoms may directly increase the risk of developing WMSDs.
10.Determination of carbon disulfide in workplace air by portable gas chromatography-mass spectrometry
Yan ZHANG ; Xiaoyu HU ; Jing ZHANG ; Qiaozhen GUO ; Jia FU ; Lei ZHONG ; Yedong GUO ; Donglin LI ; Dongdong CAO ; Liu LIU
China Occupational Medicine 2025;52(6):682-685
Objective To establish a portable gas chromatography-mass spectrometry (GC-MS) method for determining carbon disulfide in workplace air. Methods Samples were collected using the built-in Tenax GR adsorption tube in the portable GC-MS, followed by thermal desorption. The analytes were separated on a DB-1 chromatographic column and detected by a 3D ion trap mass spectrometer, with 1,3,5-tris(trifluoromethyl)benzene used as the internal standard. Qualitative analysis was based on retention time and characteristic ions, and quantitative analysis was performed using the internal standard method. Results The method showed a linear range of 0.034-0.340 mg/m³ with a correlation coefficient of 0.999 4 using the adsorption tube enrichment mode. The detection limit was 0.007 mg/m³, and the lower limit of quantification was 0.022 mg/m³. The average recovery ranged from 97.5% to 104.0%. The within-run and between-run relative standard deviation was 2.7%-10.4% and 8.8%-14.8%, respectively. Conclusion A rapid, green, highly sensitive, and interference-resistant on-site detection method was established. As a supplement to existing national standard methods, this method is suitable for real-time monitoring of carbon disulfide in workplace air and for occupational exposure risk assessment.

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