1.Dual anteromedial and anterolateral approaches versus anterior midline approach for Wahlquist type C medial tibial plateau fractures accompanied by posterior column collapse
Yunqin XU ; Qiangqiang WEI ; Yong TANG ; Pan DENG ; Yourong YAO ; Zhengli LUO ; Wei CHEN ; Chengbin QIU ; Haiqiang SHEN ; Haitang LI ; Mengyun ZHOU
Chinese Journal of Orthopaedic Trauma 2025;27(8):721-725
Objective:To compare the therapeutic efficacy of the dual anteromedial and anterolateral approaches versus that of the anterior midline approach in the treatment of Wahlquist type C medial tibial plateau fractures accompanied by posterior column collapse.Methods:A retrospective study was conducted to analyze the 21 patients who had been treated for Wahlquist type C medial tibial plateau fractures plus posterior column collapse at The Fourth Orthopedic Ward, The 72nd Group Army Hospital of PLA between January 2019 and August 2023. The cohort included 13 males and 8 females, with an age of (43.3±6.7) years. The left side was involved in 14 fractures and the right side in 7 ones. The patients were divided into 2 groups based on their surgical approaches: a dual-approach group ( n=13) undergoing fixation via the dual anteromedial and anterolateral approaches, and a single-approach group ( n=8) undergoing fixation via the anterior midline approach. Comparative parameters included operative time, intraoperative blood loss, fracture healing time, quality of fracture reduction, medial proximal tibial angle (MPTA), incision complications, postoperative bone mass reduction quality (evaluated according to the Rasmussen anatomical criteria for tibial condyle fracture reduction), lateral tibial plateau instability, incidence of genu varum, and post-traumatic arthritis. Functional recovery of the lower limb joints was assessed at the final follow-up using the Merchant criteria. Results:No statistically significant differences were observed in the baseline characteristics between the 2 groups preoperatively, indicating comparability ( P>0.05). All patients were followed up for a mean duration of (38.1±11.3) months. The postoperative MPTA in the dual-approach group (86.8°±0.8°) was significantly larger than that in the single-approach group (85.5°±0.9°) ( P<0.05). Genu varum occurred in 1 patient in the dual-approach group and in 4 patients in the single-approach group, while lateral tibial plateau instability was observed in 1 patient in the dual-approach group and in 4 patients in the single-approach group, showing statistically significant differences between the 2 groups ( P<0.05). No statistically significant differences were found between the 2 groups regarding operative time, intraoperative blood loss, fracture healing time, quality of fracture reduction, incidence of incision complications, or incidence of post-traumatic arthritis ( P>0.05). At the final follow-up, no statistically significant difference was observed in the functional recovery of the lower limb joints assessed by the Merchant criteria between the 2 groups ( P>0.05). Conclusion:In the treatment of Wahlquist type C medial tibial plateau fractures accompanied by posterior column collapse, compared with the single anterior midline approach, the dual anteromedial and anterolateral approaches can restore more effectively the MPTA, and reduce the incidences of genu varum and lateral tibial plateau instability.
2.Causal relationship of liposomes and circulating metabolomes to schizophrenia: a two-step, two-sample Mendelian randomization study
Mengyun LEI ; Yanhong DU ; Yao GAO ; Huaili DENG ; Binhong WANG ; Zhiyong REN ; Sha LIU
Sichuan Mental Health 2025;38(3):223-228
BackgroundSchizophrenia is a complex, chronic and severe mental disorder, and the pathogenesis of which has not been fully elucidated. The abnormalities in lipid metabolism and circulating metabolomes have already been implicated in the pathophysiology of schizophrenia. However, available studies have mainly focused on a few liposomes and circulating metabolites, failing to systematically reveal the mediating role of circulating metabolomes in the causal relationship between liposomes and schizophrenia. ObjectiveTo uncover mediating role of circulating metabolomes in the causal relationship between liposomes and schizophrenia, thereby providing biomarkers and potential therapeutic targets for the prevention and treatment of schizophrenia. MethodsData from Genome-Wide Association Studies (GWAS) were analyzed, taking data on 179 liposomes as exposure variables, data on 123 circulating metabolites as intermediate variables, and data on schizophrenia as outcome variable. A two-step, two-sample Mendelian randomization analysis was conducted using the inverse-variance weighted (IVW), MR- Egger, Weighted median, and Weighted mode methods to study the causal relationship of liposomes with schizophrenia and the mediating role of circulating metabolomes in the relationship. ResultsIVW model identified 8 lipids associated with schizophrenia without reverse causality. There were 5 circulating metabolomes strongly associated with schizophrenia. Acetate played a significant mediating role in the causal relationship between phosphatidylinositol (18:0_18:2) and schizophrenia (P=0.023, 95% CI: 0.036~0.532), accounting for 28.4% of the causal relationship. ConclusionThis study demonstrates a causal relationship between liposomes and schizophrenia, with phosphatidylinositol being a risk factor in the progression of schizophrenia, and acetate playing a mediating role in this process. [Fund by National Natural Science Foundation of China General Program (number, 82271546); Shanxi Merit Funding for Overseas Students Sci-Tech Activities Project (number, 20240041); Shanxi Province Science and Technology Innovation Leading Talent Team Project (number, 202304051001049); Shanxi Scientific Research Foundation for the Returned Overseas Chinese Scholars (number, 2022-190); "Six Measures for Health Care Prosperity" Specialized Research Program (number, Y2024008)]
3.Fingerprint-enhanced hierarchical molecular graph neural networks for property prediction
Shuo LIU ; Mengyun CHEN ; Xiaojun YAO ; Huanxiang LIU
Journal of Pharmaceutical Analysis 2025;15(6):1311-1320
Accurate prediction of molecular properties is crucial for selecting compounds with ideal properties and reducing the costs and risks of trials.Traditional methods based on manually crafted features and graph-based methods have shown promising results in molecular property prediction.However,traditional methods rely on expert knowledge and often fail to capture the complex structures and interactions within molecules.Similarly,graph-based methods typically overlook the chemical structure and function hidden in molecular motifs and struggle to effectively integrate global and local molecular information.To address these limitations,we propose a novel fingerprint-enhanced hierarchical graph neural network(FH-GNN)for molecular property prediction that simultaneously learns information from hierarchical molecular graphs and fingerprints.The FH-GNN captures diverse hierarchical chemical information by applying directed message-passing neural networks(D-MPNN)on a hierarchical molecular graph that integrates atomic-level,motif-level,and graph-level information along with their relationships.Addi-tionally,we used an adaptive attention mechanism to balance the importance of hierarchical graphs and fingerprint features,creating a comprehensive molecular embedding that integrated hierarchical mo-lecular structures with domain knowledge.Experiments on eight benchmark datasets from MoleculeNet showed that FH-GNN outperformed the baseline models in both classification and regression tasks for molecular property prediction,validating its capability to comprehensively capture molecular informa-tion.By integrating molecular structure and chemical knowledge,FH-GNN provides a powerful tool for the accurate prediction of molecular properties and aids in the discovery of potential drug candidates.
4.Fingerprint-enhanced hierarchical molecular graph neural networks for property prediction.
Shuo LIU ; Mengyun CHEN ; Xiaojun YAO ; Huanxiang LIU
Journal of Pharmaceutical Analysis 2025;15(6):101242-101242
Accurate prediction of molecular properties is crucial for selecting compounds with ideal properties and reducing the costs and risks of trials. Traditional methods based on manually crafted features and graph-based methods have shown promising results in molecular property prediction. However, traditional methods rely on expert knowledge and often fail to capture the complex structures and interactions within molecules. Similarly, graph-based methods typically overlook the chemical structure and function hidden in molecular motifs and struggle to effectively integrate global and local molecular information. To address these limitations, we propose a novel fingerprint-enhanced hierarchical graph neural network (FH-GNN) for molecular property prediction that simultaneously learns information from hierarchical molecular graphs and fingerprints. The FH-GNN captures diverse hierarchical chemical information by applying directed message-passing neural networks (D-MPNN) on a hierarchical molecular graph that integrates atomic-level, motif-level, and graph-level information along with their relationships. Additionally, we used an adaptive attention mechanism to balance the importance of hierarchical graphs and fingerprint features, creating a comprehensive molecular embedding that integrated hierarchical molecular structures with domain knowledge. Experiments on eight benchmark datasets from MoleculeNet showed that FH-GNN outperformed the baseline models in both classification and regression tasks for molecular property prediction, validating its capability to comprehensively capture molecular information. By integrating molecular structure and chemical knowledge, FH-GNN provides a powerful tool for the accurate prediction of molecular properties and aids in the discovery of potential drug candidates.
5.Analysis of risk factors for amputation in patients with diabetic foot ulcer
Jie WANG ; Tianjian ZHA ; Mengyun LIU ; Xiaolong LIU ; Junjie YAO ; Jian ZHANG
Journal of Chinese Physician 2025;27(3):402-407
Objective:To investigate the risk factors of amputation in patients with diabetic foot ulcer (DFU) in order to improve the prognosis and reduce the amputation rate.Methods:The clinical data of 359 DFU patients admitted to the People′s Hospital of Xinjiang Uygur Autonomous Region from January 2017 to August 2021 were retrospectively analyzed, and they were divided into amputation group (161 cases) and non-amputation group (198 cases) according to whether amputation surgery was performed. Demographic characteristics, Wagner grading and other data of the two groups were collected. Forward step logistic regression analysis was used to identify independent risk factors for amputation, and receiver operating characteristic (ROC) curves were used to evaluate the predictive value of each risk factor for amputation in DFU patients.Results:There were significant differences between the amputation and non-amputation groups in terms of previous amputation history, peripheral vascular diseases (PVD), diabetic foot secondary osteomyelitis, diabetic nephropathy (DN), history of angioplasty, Wanger grade, K +, age, white blood cell count, C-reactive protein, high density lipoprotein cholesterol (HDL-C), estimated glomerular filtration rate, cardiac troponin T, and cardiac troponin I, lactic acid (all P<0.05). Previous amputation history ( OR=2.329, 95% CI: 1.092-4.970, P=0.029), DN ( OR=4.091, 95% CI: 2.222-7.532, P<0.001), PVD ( OR=2.556, 95% CI: 1.487-4.395, P=0.001), diabetic foot secondary osteomyelitis ( OR=6.332, 95% CI: 3.595-11.153, P<0.001), Wagner grade were independent risk factors for amputation in DFU patients, HDL-C ( OR=0.392, 95% CI: 0.182-0.842, P=0.016) were protective factors for amputation in DFU patients. Moreover, the combined accuracy of the above factors in predicting amputation in DFU patients was high, and the area under ROC curve was 0.839 (95% CI: 0.798-0.880), sensitivity was 83%, and specificity was 73% ( OR=0.05). Conclusions:Previous amputation history, DN, PVD, diabetic foot secondary osteomyelitis and Wagner grade are independent risk factors for amputation in DFU patients, while HDL-C is a protective factor for amputation in DFU patients. Further investigation will help to establish a stratified system for predicting the risk of diabetic foot, so as to achieve better individualized treatment.
6.Analysis of risk factors for amputation in patients with diabetic foot ulcer
Jie WANG ; Tianjian ZHA ; Mengyun LIU ; Xiaolong LIU ; Junjie YAO ; Jian ZHANG
Journal of Chinese Physician 2025;27(3):402-407
Objective:To investigate the risk factors of amputation in patients with diabetic foot ulcer (DFU) in order to improve the prognosis and reduce the amputation rate.Methods:The clinical data of 359 DFU patients admitted to the People′s Hospital of Xinjiang Uygur Autonomous Region from January 2017 to August 2021 were retrospectively analyzed, and they were divided into amputation group (161 cases) and non-amputation group (198 cases) according to whether amputation surgery was performed. Demographic characteristics, Wagner grading and other data of the two groups were collected. Forward step logistic regression analysis was used to identify independent risk factors for amputation, and receiver operating characteristic (ROC) curves were used to evaluate the predictive value of each risk factor for amputation in DFU patients.Results:There were significant differences between the amputation and non-amputation groups in terms of previous amputation history, peripheral vascular diseases (PVD), diabetic foot secondary osteomyelitis, diabetic nephropathy (DN), history of angioplasty, Wanger grade, K +, age, white blood cell count, C-reactive protein, high density lipoprotein cholesterol (HDL-C), estimated glomerular filtration rate, cardiac troponin T, and cardiac troponin I, lactic acid (all P<0.05). Previous amputation history ( OR=2.329, 95% CI: 1.092-4.970, P=0.029), DN ( OR=4.091, 95% CI: 2.222-7.532, P<0.001), PVD ( OR=2.556, 95% CI: 1.487-4.395, P=0.001), diabetic foot secondary osteomyelitis ( OR=6.332, 95% CI: 3.595-11.153, P<0.001), Wagner grade were independent risk factors for amputation in DFU patients, HDL-C ( OR=0.392, 95% CI: 0.182-0.842, P=0.016) were protective factors for amputation in DFU patients. Moreover, the combined accuracy of the above factors in predicting amputation in DFU patients was high, and the area under ROC curve was 0.839 (95% CI: 0.798-0.880), sensitivity was 83%, and specificity was 73% ( OR=0.05). Conclusions:Previous amputation history, DN, PVD, diabetic foot secondary osteomyelitis and Wagner grade are independent risk factors for amputation in DFU patients, while HDL-C is a protective factor for amputation in DFU patients. Further investigation will help to establish a stratified system for predicting the risk of diabetic foot, so as to achieve better individualized treatment.
7.Dual anteromedial and anterolateral approaches versus anterior midline approach for Wahlquist type C medial tibial plateau fractures accompanied by posterior column collapse
Yunqin XU ; Qiangqiang WEI ; Yong TANG ; Pan DENG ; Yourong YAO ; Zhengli LUO ; Wei CHEN ; Chengbin QIU ; Haiqiang SHEN ; Haitang LI ; Mengyun ZHOU
Chinese Journal of Orthopaedic Trauma 2025;27(8):721-725
Objective:To compare the therapeutic efficacy of the dual anteromedial and anterolateral approaches versus that of the anterior midline approach in the treatment of Wahlquist type C medial tibial plateau fractures accompanied by posterior column collapse.Methods:A retrospective study was conducted to analyze the 21 patients who had been treated for Wahlquist type C medial tibial plateau fractures plus posterior column collapse at The Fourth Orthopedic Ward, The 72nd Group Army Hospital of PLA between January 2019 and August 2023. The cohort included 13 males and 8 females, with an age of (43.3±6.7) years. The left side was involved in 14 fractures and the right side in 7 ones. The patients were divided into 2 groups based on their surgical approaches: a dual-approach group ( n=13) undergoing fixation via the dual anteromedial and anterolateral approaches, and a single-approach group ( n=8) undergoing fixation via the anterior midline approach. Comparative parameters included operative time, intraoperative blood loss, fracture healing time, quality of fracture reduction, medial proximal tibial angle (MPTA), incision complications, postoperative bone mass reduction quality (evaluated according to the Rasmussen anatomical criteria for tibial condyle fracture reduction), lateral tibial plateau instability, incidence of genu varum, and post-traumatic arthritis. Functional recovery of the lower limb joints was assessed at the final follow-up using the Merchant criteria. Results:No statistically significant differences were observed in the baseline characteristics between the 2 groups preoperatively, indicating comparability ( P>0.05). All patients were followed up for a mean duration of (38.1±11.3) months. The postoperative MPTA in the dual-approach group (86.8°±0.8°) was significantly larger than that in the single-approach group (85.5°±0.9°) ( P<0.05). Genu varum occurred in 1 patient in the dual-approach group and in 4 patients in the single-approach group, while lateral tibial plateau instability was observed in 1 patient in the dual-approach group and in 4 patients in the single-approach group, showing statistically significant differences between the 2 groups ( P<0.05). No statistically significant differences were found between the 2 groups regarding operative time, intraoperative blood loss, fracture healing time, quality of fracture reduction, incidence of incision complications, or incidence of post-traumatic arthritis ( P>0.05). At the final follow-up, no statistically significant difference was observed in the functional recovery of the lower limb joints assessed by the Merchant criteria between the 2 groups ( P>0.05). Conclusion:In the treatment of Wahlquist type C medial tibial plateau fractures accompanied by posterior column collapse, compared with the single anterior midline approach, the dual anteromedial and anterolateral approaches can restore more effectively the MPTA, and reduce the incidences of genu varum and lateral tibial plateau instability.
8.Two-sample Mendelian randomization analysis of the causal relationship between T.gondii infection and encephalitis
Yifan Li ; Shuyan Sheng ; Mengyun Wu ; Yongsheng Ji ; Yong Yao
Acta Universitatis Medicinalis Anhui 2024;59(1):28-33
Objective :
Mendelian randomization analysis was used to explore the causal relationship of T.gondii in- fection and the cyst distribution and inflammation in brain tissue by immunohistochemistry.
Methods :
Genome- wide association analysis data of T.gondii infection and encephalitis were obtained ,single nucleotide polymor- phisms (SNPs) were selected,Mendelian randomization analysis was conducted by inverse variance weighting,and the causal relationship between T.gondii infection and encephalitis was evaluated by OR value and 95% CI.Quality control was carried out by using heterogeneity test,horizontal multi-efficiency test and leave-one-out sensitivity test. Immunohistochemical staining was performed using brain sections of mice infected with tissue cysts of Wh6 strain for image analysis using Image J software.
Results :
A total of 29 SNPs were associated with toxoplasmic encephalitis. The results of IVW method suggested that T.gondii infection made encephalitis risk 0. 98 times higher ( OR = 0. 98, 95% CI = 0. 76 to 1. 27) ,indicating no causal relationship between the two.The quality control results suggested that the selected SNPs were stable and reliable.Toxoplasma cysts were distributed in various parts of the brain tis- sue.
Conclusion
T.gondii infection and encephalitis are related,but there is no sufficient evidence to prove the causal relationship between the two.
9.Fluid management strategies for patients with severe blast injury
Minfei YANG ; Mengyun XU ; Yu KE ; Xiao LU ; Lanlan ZHANG ; Xiaoyue YAO
Chinese Journal of Practical Nursing 2023;39(14):1105-1109
Objective:To summarize the precision fluid management of patients with severe blast injury in the emergency intensive care unit, so as to help patients smoothly pass through the dangerous period and recover smoothly.Methods:Based on the experience of fluid management in 6 patients admitted to the Second Affiliated Hospital Zhejiang University School of Medicine in the tanker truck explosion on 14 June, 2020. The main measures included: fluid volume management and dynamic adjustment; assessment of intake, output and urine volume, and dynamic adjustment of infusion volume and speed; monitoring of pulmonary oxygenation and timely adjustment of fluid resuscitation strategies; monitoring indexes and providing nursing care strategies for fluid management.Results:Finally, among 6 patients with severe blast injury, 5 patients were discharged from the hospital with follow-up treatment after they suffered from the shock and infection phases and refined fluid management, 1 patient died due to severe injury and ineffective rescue.Conclusions:Adopting individualized, phased, and refined liquid management strategy has clinical significance for patients with severe blast injury to smoothly pass the risk period.
10.Dynamic pathological changes of Toxoplasma cysts in mouse brain during chronic infection
Mengyun Wu ; Ru Cai ; Yifan Li ; Xuelong Wang ; Yong Yao
Acta Universitatis Medicinalis Anhui 2023;58(2):184-188
Objective:
To investigate the distribution of toxoplasma cysts in the brain of infected mice and the effect of pathological changes on the behavior and neuropsychiatry of the mice during chronic infection with Toxoplasma gondii( T.gondii) .
Methods :
Mice were infected with Prugniaud strain of T.gondii by oral gavage.The brain tissues of infected mice were collected on the days of 10,30,40,90,120 and 160 after infection respectively,and the hippocampal hypothalamus,prefrontal lobe ,striatum and cerebellum regions were separated.The number of cysts and neuropathological changes in each infected area were observed and recorded by HE staining.The number of cysts and neuropathological changes in each infected area were observed and recorded.
Results :
T.gondii infected mice showed symptoms of vertical hair and arched back,which were the most significant on the 40th day,and then gradually recovered with hemiplegia and circling in circles. At each time point ,the number of toxoplasma cysts was the largest in hippocampal hypothalamus,followed by prefrontal lobe and striatum,and the least in cerebellum.The diameter of toxoplasma cysts increased with time.During chronic infection,specific pathological manifestations of toxoplasma encephalitis,such as neuronophagy,were observed in all regions of the brain tissue.The above pathological changes of toxoplasma encephalitis reached the peak on the 40th day,and gradually recovered, and increased to the stimulation peak on the 120th day,and then gradually recovered.
Conclusion
The behavioral and neuropsychiatric symptoms of T.gondii during chronic infection were correlated with the localization and distribution of toxoplasma cysts in the brain of infected mice,and showed dynamic changes.


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