1.The research on the Mechanism of repairing the diabetic foot wounds by the dECM-QCS-Gel complex scaffold loaded with growth factors
Chunsheng WANG ; Yiming ZHONG ; Huanwei SUN ; Kedong SONG ; Xiaowei ZOU ; Yang SUN ; Yuanyuan XU ; Xin TANG
Chinese Journal of Orthopaedics 2025;45(11):742-751
Objective:To investigate the efficacy of a decellularized extracellular matrix (dECM)-quaternized chitosan (QCS)-gelatin (Gel) composite scaffold loaded with growth factors in repairing diabetic foot wounds in a rat model.Methods:A dECM-QCS-Gel composite scaffold (referred to as GDQ scaffold) was fabricated using a 3D bioprinter. Forty 8-week-old male Sprague-Dawley (SD) rats were selected to establish a diabetic foot wound model with a diameter of approximately 1 cm. Based on the treatment methods for diabetic foot wounds, the rats were divided into five groups: Control group (no treatment), Exosome group (wound covered with exosome suspension), Exosome+GDQ group (wound covered with GDQ scaffold loaded with exosome suspension), GDQ group (wound covered with GDQ scaffold alone), and Growth factor+GDQ group (wound covered with GDQ scaffold loaded with recombinant human basic fibroblast growth factor suspension). The wound healing rate was measured. Histological analysis was performed by HE staining and Masson staining. ELISA kits were used to determine the levels of tumor necrosis factor-α (TNF-α), interleukin-1β (IL-1β), IL-6, and IL-10 in wound tissues from each group. Protein expression levels of MIP-1 and MIP-2 genes were also assessed.Results:The wound healing rate of the growth factor+GDQ group on the 21st d was 94.89%±1.21%, which was higher than that of the exosome+GDQ group ( P<0.05). With increasing repair time, the expression levels of TNF-α, IL-1β and IL-6 in each group all decreased, while IL-10 increased in all groups ( P<0.05). Among them, the exosome+GDQ group (TNF-α: 46.54±1.26 pg/ml, IL-1β: 225.79±7.29 pg/ml, IL-6: 142.81±4.02 pg/ml and IL-10: 117.36±0.95 pg/ml, P<0.001) and the growth factor+GDQ group (TNF-α : 40.01±1.64 pg/ml, IL-1β: 209.15±2.98 pg/ml, IL-6: 138.50±2.61 pg/ml and IL-10: 127.66±1.23 pg/ml, P<0.05); The levels of TNF-α and IL-1β in the exosome+GDQ group were both lower than those in the exosome+GDQ group ( P<0.05), and IL-10 was higher than that in the exosome+GDQ group ( P<0.05). On the 7th d the control group showed the highest expression levels of MIP-1α and MIP-2. All other groups had lower levels, with the growth factor+GDQ group showing the lowest among them. On the 21st d, the inflammatory protein expression in the growth factor+GDQ group had further decreased and remained lower than in all other experimental groups. Conclusions:The GDQ composite scaffold, when combined with bioactive factors, can synergistically reduce inflammation in diabetic foot wounds and promote wound healing. The scaffold loaded with basic fibroblast growth factor demonstrated superior therapeutic efficacy compared to the scaffold loaded with exosomes.
2.Comparison of six machine learning models suitable for use in medicine:support for osteoporosis screening and initial diagnosis
Lei YANG ; Sanmao LIU ; Huanwei SUN ; Chao CHE ; Lin TANG
Chinese Journal of Tissue Engineering Research 2025;29(35):7499-7510
BACKGROUND:With the increasing degree of population aging in China,the incidence of osteoporosis is rising annually.This growing demand for screening and diagnosis poses significant challenges to the healthcare system,increasing the time costs,financial burdens,and radiation exposure risks for patients.OBJECTIVE:To develop a novel interpretable prediction method based on traditional CT examination data and demographic data,aiming to reduce the number of patient examinations and enable multiple screenings from one examination.METHODS:A two-stage interpretable framework for osteoporosis prediction was designed.In the first stage,a human-computer collaborative method was used for annotating CT images,with an innovative vertebra 7-point CT value measurement technique.Patient's sex and age were used as key demographic features to enrich the model's input.In the second stage,the LightGBM model was enhanced by SHapley Additive exPlanations for quantitative analysis of feature importance,improving the interpretability of predictions and increasing clinical trust.Systematic experiments validated the effectiveness of the framework and the stability of the optimal feature set through the comparative analysis of different feature combinations with six machine learning models.To further assess the generalization ability of the model,the model was further tested on an external dataset.RESULTS AND CONCLUSION:The experiment compared six machine learning models suitable for medical applications,and the results showed that LightGBM model achieved an F1 score of 0.902 2 and an area under the curve of 0.938 7,outperforming the other models.In terms of interpretability,the clinical application credibility and operability of the model was increased by ranking and visualizing the contribution of input features to the results.Additionally,this study realized a prototype system,and testing results indicated that the system is user-friendly,capable of quickly processing data to provide prediction results,with visualized outcomes demonstrating good interpretability.This system effectively assists doctors in clinical decision-making and provides robust support for the screening and preliminary diagnosis of osteoporosis.
3.The research on the Mechanism of repairing the diabetic foot wounds by the dECM-QCS-Gel complex scaffold loaded with growth factors
Chunsheng WANG ; Yiming ZHONG ; Huanwei SUN ; Kedong SONG ; Xiaowei ZOU ; Yang SUN ; Yuanyuan XU ; Xin TANG
Chinese Journal of Orthopaedics 2025;45(11):742-751
Objective:To investigate the efficacy of a decellularized extracellular matrix (dECM)-quaternized chitosan (QCS)-gelatin (Gel) composite scaffold loaded with growth factors in repairing diabetic foot wounds in a rat model.Methods:A dECM-QCS-Gel composite scaffold (referred to as GDQ scaffold) was fabricated using a 3D bioprinter. Forty 8-week-old male Sprague-Dawley (SD) rats were selected to establish a diabetic foot wound model with a diameter of approximately 1 cm. Based on the treatment methods for diabetic foot wounds, the rats were divided into five groups: Control group (no treatment), Exosome group (wound covered with exosome suspension), Exosome+GDQ group (wound covered with GDQ scaffold loaded with exosome suspension), GDQ group (wound covered with GDQ scaffold alone), and Growth factor+GDQ group (wound covered with GDQ scaffold loaded with recombinant human basic fibroblast growth factor suspension). The wound healing rate was measured. Histological analysis was performed by HE staining and Masson staining. ELISA kits were used to determine the levels of tumor necrosis factor-α (TNF-α), interleukin-1β (IL-1β), IL-6, and IL-10 in wound tissues from each group. Protein expression levels of MIP-1 and MIP-2 genes were also assessed.Results:The wound healing rate of the growth factor+GDQ group on the 21st d was 94.89%±1.21%, which was higher than that of the exosome+GDQ group ( P<0.05). With increasing repair time, the expression levels of TNF-α, IL-1β and IL-6 in each group all decreased, while IL-10 increased in all groups ( P<0.05). Among them, the exosome+GDQ group (TNF-α: 46.54±1.26 pg/ml, IL-1β: 225.79±7.29 pg/ml, IL-6: 142.81±4.02 pg/ml and IL-10: 117.36±0.95 pg/ml, P<0.001) and the growth factor+GDQ group (TNF-α : 40.01±1.64 pg/ml, IL-1β: 209.15±2.98 pg/ml, IL-6: 138.50±2.61 pg/ml and IL-10: 127.66±1.23 pg/ml, P<0.05); The levels of TNF-α and IL-1β in the exosome+GDQ group were both lower than those in the exosome+GDQ group ( P<0.05), and IL-10 was higher than that in the exosome+GDQ group ( P<0.05). On the 7th d the control group showed the highest expression levels of MIP-1α and MIP-2. All other groups had lower levels, with the growth factor+GDQ group showing the lowest among them. On the 21st d, the inflammatory protein expression in the growth factor+GDQ group had further decreased and remained lower than in all other experimental groups. Conclusions:The GDQ composite scaffold, when combined with bioactive factors, can synergistically reduce inflammation in diabetic foot wounds and promote wound healing. The scaffold loaded with basic fibroblast growth factor demonstrated superior therapeutic efficacy compared to the scaffold loaded with exosomes.
4.Comparison of six machine learning models suitable for use in medicine:support for osteoporosis screening and initial diagnosis
Lei YANG ; Sanmao LIU ; Huanwei SUN ; Chao CHE ; Lin TANG
Chinese Journal of Tissue Engineering Research 2025;29(35):7499-7510
BACKGROUND:With the increasing degree of population aging in China,the incidence of osteoporosis is rising annually.This growing demand for screening and diagnosis poses significant challenges to the healthcare system,increasing the time costs,financial burdens,and radiation exposure risks for patients.OBJECTIVE:To develop a novel interpretable prediction method based on traditional CT examination data and demographic data,aiming to reduce the number of patient examinations and enable multiple screenings from one examination.METHODS:A two-stage interpretable framework for osteoporosis prediction was designed.In the first stage,a human-computer collaborative method was used for annotating CT images,with an innovative vertebra 7-point CT value measurement technique.Patient's sex and age were used as key demographic features to enrich the model's input.In the second stage,the LightGBM model was enhanced by SHapley Additive exPlanations for quantitative analysis of feature importance,improving the interpretability of predictions and increasing clinical trust.Systematic experiments validated the effectiveness of the framework and the stability of the optimal feature set through the comparative analysis of different feature combinations with six machine learning models.To further assess the generalization ability of the model,the model was further tested on an external dataset.RESULTS AND CONCLUSION:The experiment compared six machine learning models suitable for medical applications,and the results showed that LightGBM model achieved an F1 score of 0.902 2 and an area under the curve of 0.938 7,outperforming the other models.In terms of interpretability,the clinical application credibility and operability of the model was increased by ranking and visualizing the contribution of input features to the results.Additionally,this study realized a prototype system,and testing results indicated that the system is user-friendly,capable of quickly processing data to provide prediction results,with visualized outcomes demonstrating good interpretability.This system effectively assists doctors in clinical decision-making and provides robust support for the screening and preliminary diagnosis of osteoporosis.
5.Apply ultra-thin lobulated anterolateral thigh perforator flap in repairing of large soft tissue defect in foot: a report of 8 cases
Huanwei SUN ; Yiming ZHONG ; Yi SU ; Bin GAO ; Chunsheng WANG ; Xiaowei ZOU ; Yang SUN ; Hongquan ZHANG ; Weidong YANG ; Xin TANG
Chinese Journal of Microsurgery 2023;46(3):260-266
Objective:Exploring the clinical efficacy of using ultra-thin lobulated anterolateral thigh perforator flap(ALTPF) with retrograde separation of perforating vessels from the superficial and deep junction layer of the superficial fascia to repair large soft tissue defects in the foot.Methods:From August 2021 to November 2022, 8 patients (5 males and 3 females) were admitted to the Second Department of Hand and Foot Surgery, the Affiliated Central Hospital of Dalian University of Technology. The patients were 28 to 52 years old in age. The soft tissue defects were located in dorsal and plantar foot. At the plantar foot, the wound involved the weight-bearing area with explosion of bone, tendon or internal fixtures. The area of soft tissue defects was 6.0 cm × 5.0 cm - 16.0 cm × 8.0 cm, and the sizes of ALTPF were 8.0 cm ×5.5 cm - 18.0 cm × 8.5 cm. Preoperative high frequency CUD combined with CTA angiography were employed to locate the 2 flap perforator vessels. By keeping the perforator vessels at center and according to the soft tissue defect area and the wound shape, an ALTPF with a proper size and shape was designed in anterolateral thigh. The perforator were separated in the boundary layer between superficial and deep fascia, where it helped to obviously thin the flap. After the flap was harvested, it was further lobulated between the 2 perforators into 2 lobes after having confirmed the effective blood supply. Finally the lobulated ALTPF was transferred to covered the defect in foot. Cautions should be taken to ensure that the flap covered the weight-bearing area of foot. All the donor sites were directly sutured. Postoperative follow-up was conducted to observe the survival of flaps and the functional recovery of the reconstructed site, also to evaluate the clinical effect. Postoperative follow-up included outpatient visits and reviews over WeChat or telephone. Recovery of the ankle motor function was evaluated according to the American Orthopedic Foot and Ankle Societ (AOFAS) ankle-hind foot score scale.Results:All 8 ALTPF survived. Over 6 to 18 months (10.8 months in average) of follow-up, the transferred flaps had good blood supply, soft in texture, with good elasticity and thin in appearance. Appearance and function of donor sites recovered well, except 1 patient who had mild scar hyperplasia. The plantar flap had good abrasion resistance. No flap damage, bleeding or granulation tissue hyperplasia occurred when walking. The mean score of AOFAS ankle-hind foot score achieved 95.6.Conclusion:The application of ultra-thin lobulated ALTPF with retrograde separation of perforating vessels from the superficial fascia at the junction layer for repairing large soft tissue defects in the foot has good clinical efficacy.
6.Retrospective analysis of treatment experience in 25 cases of lower extremity necrotizing fasciitis
Chunsheng WANG ; Yiming ZHONG ; Huanwei SUN ; Hongquan ZHANG ; Weidong YANG ; Bin GAO ; Yi SU ; Xiaowei ZOU ; Yang SUN ; Yuanyuan XU
Chinese Journal of Postgraduates of Medicine 2022;45(2):113-118
Objective:To retrospectively analyze the treatment of 25 cases of lower necrotizing fasciitis.Methods:A total of 25 patients with lower limb necrotizing fasciitis (13 males and 12 females), with mean age 63 years old (48-75 years old) in Dalian Municipal Central Hospital from September 2016 to December 2020. After admission, the patient′s general physical condition was strictly evaluated, the relevant preoperative examination was improved, and the necrotizing fasciitis laboratory risk index (LRINEC) score was performed. In the absence of surgical contraindication, multiple debridement was performed, leaving the necrotic tissue removed for general bacterial culture and drug sensitivity test in parallel. After debridement, eight patients showed a large area of skin necrosis, and amputation was selected. The other 17 patients chose limb protection treatment after debridement, and adopted debridement and free skin grafting. After surgery, patients were encouraged to strengthen rehabilitation exercise to restore limb function to the maximum extent.Results:With followed up 0.6 to 3.0 years, with an average of 1.8 years. Methods include outpatient return visit, WeChat contact or telephone inquiry. The skin survived in 17 patients with mean healing time (27.5 ± 6.9) d. Eighteen patients were multiple bacterial infections and seven patients were single bacterial infections. All patients had no joint dysfunction caused by scar contracture, and reinfection in the skin grafting area.Conclusions:Necrotizing fasciitis requires early diagnosis and early treatment, with correct choice of treatment method is closely related to the patient′s prognosis.
7. The efficacy of modified Quyuan decoction in treating children upper airway cough symptom complex with syndrome of phlegm and heat accumulated in lung
Yinghui LI ; Jin ZHANG ; Huanwei YANG ; Lichun ZHU ; Chengxiang LIU
International Journal of Traditional Chinese Medicine 2019;41(11):1179-1183
Objective:
To investigate the efficacy of modified
8.Determination of Aflatoxin B1 in Edible Vegetable Oil by HPLC with Post-column Derivation
Wenyan FAN ; Songwen SONG ; Huanwei YANG
China Pharmacist 2017;20(3):591-593
Objective:To establish an HPLC method with post-column derivation for the determination of aflatoxin B1 in edible vegetable oil. Methods:An advanced biotechnology-immunoaffinity column was used for the extraction of aflatoxin Bl from the samples, and an HPLC method with post-column derivation was applied to detect aflatoxin Bl in edible vegetable oil, and the results were com-pared with those of the national standard thin layer fluorescence method. Results:The linear range of aflatoxin Bl was 10. 2-51. 0 ng · ml-1(r=0. 9996), the average recovery was 87. 3%(RSD=0. 96%, n=6), and the detection limit was 1 μg · kg-1. Conclu-sion:The method is simple, rapid and sensitive, which can be used as a promoted conventional method for the detection of a large number of samples.
9.Mechanism of Dan Hong Treatment of Cervical Spondylotic Myelopathy
Jiaxiang YANG ; Huanwei YANG ; Junge DONG ; Jian YU ; Yanan HU ; Jun LIANG ; Yange TANG
Journal of China Medical University 2017;46(8):710-712,719
Objective To investigate the therapeutic mechanism of Dan Hong in a rat model of cervical spondylotic myelopathy (CSM).Methods Thirty Sprague-Dawley rats were divided into an experimental group (n=10),aCSM modelgroup (n=10),and acontrol group (n=10).The CSM model group received a Dan Hong injection,while the control and experimental groups received an injection of an equivalent volume of physiological saline.The motor function of the rats was assessed before administration and at 4 weeks after administration,at which time the rats were sacrificed.The expression of cytokines and bcl-2 was detected by ELISA and Westem blotting.Results Four weeks after treatment,the number of oblique plates in the experimental group increased.Additionally,the expression of cytokines (IL-6 and TNF-α) in the CSM model group was higher and the expression of bcl-2 was lower.Conclusion Dan Hong injection can reduce the inflammatory response and reduce cell apoptosis in CSM.
10.The causes and remedial measures of the failure of continuous epidural block for labor analgesia
Huanwei JIANG ; Zuquan YANG ; Bihua TU
Chinese Journal of Postgraduates of Medicine 2016;39(8):693-696
Objective To investigate the causes and remedial measures of the failure of continuous epidural for labor analgesia. Methods Nine hundred and fifty-two primiparas who received voluntary labor analgesia were selected. They received epidural block in the L2-3 interspace, and epidural catheter was inserted 4 cm into the epidural space. The method of labor analgesia was continuous intravenous injection combined with self controlled analgesia. The visual analogue score (VAS) >5 scores was analgesia failure. Withdrawing the epidural catheter 1 to 2 cm and replacement of the catheter or changing to subarachnoid space combined with epidural block was used to rescue the analgesia failure. The production process progress and satisfaction rate of postpartum 24 h were recorded. Results The analgesia failure was in 144 cases, and the analgesia failure rate was 15.1%(144/952), among which the epidural catheter was inserted into blood vessels in 47 cases, the epidural catheter was blocked by a blood clot in 13 cases, the epidural catheter bent in 9 cases, the unilateral block or partial block was in 31 cases, the epidural catheter migrated in 37 cases, the catheters left the epidural cavity in 5 cases, and dural puncture was in 2 cases. Eighty-seven cases were treated by withdrawing the epidural catheter 1 to 2 cm, 48 cases were treated by replacement of the catheter, and 9 cases were treated by changing to subarachnoid space combined with epidural block. The satisfaction rate of postpartum 24 h was 96.7%(921/952). Conclusions The failure of continuous epidural block for labor analgesia is higher. According to the different causes, the most of the failures could be rescued by withdrawing the epidural catheter 1 to 2 cm, replacement of the catheter or changing to subarachnoid space combined with epidural block.

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