OBJECTIVE To explore the risk factors for postoperative infectious endophthalmitis,distribution of pathogens and peripheral blood interleukin-17(IL-17),matrix metalloproteinase-2(MMP-2)and insulin-like growth factor-1(IGF-1)in the patients with cataract and analyze the significance.METHODS A total of 60,000 patients with cataract who received surgical procedures in Daqing Eye Hospital from Jan.2018 to Jun.2024 were recruited as the research subjects.The aqueous humor and vitreous humor were collected from the patients with postoperative infectious endophthalmitis,and the isolated pathogens were identified.The baseline data were com-pared,the risk factors for the infectious endophthalmitis were analyzed.The levels of serum IL-17,MMP-2 and IGF-1 were compared,and the efficiencies of the indexes in prediction of infectious endophthalmitis were analyzed.RESULTS Totally 65,600 eyes involving 60,000 patients were enrolled in the study,21 of which(21 patients)were diagnosed with infectious endophthalmitis,with the incidence rate 0.032％.All of the 21 eyes were cultured positive for pathogens,among which gram-positive bacteria(73.08％)were dominant.Univariate analysis and multivariate analysis showed that complication with diabetes mellitus and vitreous overflow were the risk factors for the postoperative infectious endophthalmitis in the cataract patients.There were significant differences in the levels of serum IL-7,MMP-2 and IGF-1 between the infection group and the non-infection group after the surgery for 3 days(P＜0.05).Receiver operating characteristic(ROC)curve analysis showed that the levels of serum IL-17,MMP-2 and IGF-1 after the surgery for 3 days could predict the occurrence of postoperative infectious endoph-thalmitis in the cataract patients,and the joint detection of the three indexes has highest predictive efficiency(P＜0.05),the area under the curve was 0.950,with the sensitivity 95.24％,the specificity 81.91％.CONCLUSIONS The incidence rate of postoperative endophthalmitis is 0.032％among the cataract patients.The complication with diabetes mellitus and vitreous outflow are the risk factors.The gram-positive bacteria are dominant among the pathogens.The changes of serum IL-17,MMP-2 and IGF-1 levels are closely associated with the occurrence of en-dophthalmitis,which has predictive value.

Objective:To explore the clinical efficacy of the posterior to anterior malleolar extended lateral approach (PAMELA) in the treatment of quadrimalleolar fractures.Methods:A retrospective study was conducted to analyze the clinical data of 12 patients with quadrimalleolar fracture who had been admitted to Foot and Ankle Surgery Department, Henan Luoyang Orthopaedic & Traumatological Hospital from June 2022 to June 2023. There were 5 males and 7 females, with an age of (37.3±12.2) years and a duration from injury to surgery of (8.8±3.5) d. Open reduction and internal fixation of displaced Chaput tubercle fractures, lateral and posterior malleolar fractures were conducted through the PAMELA for all patients. The incision exposure, operation time, intraoperative bleeding, and incision healing were noted. Postoperatively, the fracture reduction was evaluated using the Burwell-Charnley criteria. The clinical efficacy was evaluated at the final follow-up using the ankle-hindfoot score of American Orthopaedic Foot & Ankle Society (AOFAS), visual analogue scale (VAS), and range of motion (ROM) of the ankle joint.Results:Good exposure of the Chaput tubercle, anterolateral tibiotalar joint, and lateral and posterior malleoli was achieved during surgery in all patients. The follow-up time for the 12 patients was (14.3±1.8) months, the operation time (152.5±26.0) minutes, and the intraoperative bleeding (137.5±44.1) mL. All incisions healed at the first stage postoperatively without any complications. According to the Burwell-Charnley criteria, anatomic reduction was achieved in all patients. CT scans showed good reduction of the distal tibiofibular syndesmosis. At the final follow-up, their AOFAS score was (94.1±8.3) points, VAS 0 (0, 1) point, and ankle joint ROM 17.5°±9.0° for dorsiflexion and 35.2°±9.6° for plantarflexion.Conclusions:In the treatment of quadrimalleolar fractures, because the PAMELA can lead to good exposure of the anterolateral ankle joint, distal tibiofibular syndesmosis, and lateral and posterior malleolar fractures, it results in a high rate of anatomic reduction of the fractures, safe incisions and limited soft tissue complications. Therefore, it is a safe, simple, and effective surgical approach.

OBJECTIVE To explore the risk factors for postoperative infectious endophthalmitis,distribution of pathogens and peripheral blood interleukin-17(IL-17),matrix metalloproteinase-2(MMP-2)and insulin-like growth factor-1(IGF-1)in the patients with cataract and analyze the significance.METHODS A total of 60,000 patients with cataract who received surgical procedures in Daqing Eye Hospital from Jan.2018 to Jun.2024 were recruited as the research subjects.The aqueous humor and vitreous humor were collected from the patients with postoperative infectious endophthalmitis,and the isolated pathogens were identified.The baseline data were com-pared,the risk factors for the infectious endophthalmitis were analyzed.The levels of serum IL-17,MMP-2 and IGF-1 were compared,and the efficiencies of the indexes in prediction of infectious endophthalmitis were analyzed.RESULTS Totally 65,600 eyes involving 60,000 patients were enrolled in the study,21 of which(21 patients)were diagnosed with infectious endophthalmitis,with the incidence rate 0.032％.All of the 21 eyes were cultured positive for pathogens,among which gram-positive bacteria(73.08％)were dominant.Univariate analysis and multivariate analysis showed that complication with diabetes mellitus and vitreous overflow were the risk factors for the postoperative infectious endophthalmitis in the cataract patients.There were significant differences in the levels of serum IL-7,MMP-2 and IGF-1 between the infection group and the non-infection group after the surgery for 3 days(P＜0.05).Receiver operating characteristic(ROC)curve analysis showed that the levels of serum IL-17,MMP-2 and IGF-1 after the surgery for 3 days could predict the occurrence of postoperative infectious endoph-thalmitis in the cataract patients,and the joint detection of the three indexes has highest predictive efficiency(P＜0.05),the area under the curve was 0.950,with the sensitivity 95.24％,the specificity 81.91％.CONCLUSIONS The incidence rate of postoperative endophthalmitis is 0.032％among the cataract patients.The complication with diabetes mellitus and vitreous outflow are the risk factors.The gram-positive bacteria are dominant among the pathogens.The changes of serum IL-17,MMP-2 and IGF-1 levels are closely associated with the occurrence of en-dophthalmitis,which has predictive value.

Objective To propose a novel method based on three-dimensional depthwise separable convolution network(3D DSN)for the separation of PET images with dual tracers of 18F-FDG and 18F-FAPI.Methods A total of 120 pairs of 18F-FDG and 18F-FAPI PET images of the same patient scanned separately at different time points were collected,and the dual-tracer PET image was generated through simulation.After the image registration of PET images of two tracers for ensuring spatial position matching,the registered PET images were forward-projected to generate sinogram data,and the sinogram data of two tracers were accumulated to obtain mixed sinogram data.Subsequently,the dual-tracer PET image was reconstructed using maximum likelihood expectation maximization and input into a 3D DSN based network for image separation,thereby obtaining PET images of two single tracers.Results Compared with 3D CNN method,the proposed method increased the structure similarity index measure(SSIM)of the separated 18F-FDG images to the real 18F-FDG images by 0.87%,increased the peak signal-to-noise ratio(PSNR)by 11.8%,and reduced the normalized root mean square error(NRMSE)by 52%.The SSIM of the separated 18F-FAPI images to the real 18F-FAPI images increased by 1.1%,PSNR increased by 17.0%,and NRMSE decreased by 51%.Conclusion The proposed method can be effectively applied to simultaneous PET imaging with dual PET tracers,reducing the number of scans and costs in time and money,and providing clinical doctors more accurate and abundant diagnostic information.

Objective To propose a novel method based on three-dimensional depthwise separable convolution network(3D DSN)for the separation of PET images with dual tracers of 18F-FDG and 18F-FAPI.Methods A total of 120 pairs of 18F-FDG and 18F-FAPI PET images of the same patient scanned separately at different time points were collected,and the dual-tracer PET image was generated through simulation.After the image registration of PET images of two tracers for ensuring spatial position matching,the registered PET images were forward-projected to generate sinogram data,and the sinogram data of two tracers were accumulated to obtain mixed sinogram data.Subsequently,the dual-tracer PET image was reconstructed using maximum likelihood expectation maximization and input into a 3D DSN based network for image separation,thereby obtaining PET images of two single tracers.Results Compared with 3D CNN method,the proposed method increased the structure similarity index measure(SSIM)of the separated 18F-FDG images to the real 18F-FDG images by 0.87%,increased the peak signal-to-noise ratio(PSNR)by 11.8%,and reduced the normalized root mean square error(NRMSE)by 52%.The SSIM of the separated 18F-FAPI images to the real 18F-FAPI images increased by 1.1%,PSNR increased by 17.0%,and NRMSE decreased by 51%.Conclusion The proposed method can be effectively applied to simultaneous PET imaging with dual PET tracers,reducing the number of scans and costs in time and money,and providing clinical doctors more accurate and abundant diagnostic information.

Objective:To explore the clinical efficacy of the posterior to anterior malleolar extended lateral approach (PAMELA) in the treatment of quadrimalleolar fractures.Methods:A retrospective study was conducted to analyze the clinical data of 12 patients with quadrimalleolar fracture who had been admitted to Foot and Ankle Surgery Department, Henan Luoyang Orthopaedic & Traumatological Hospital from June 2022 to June 2023. There were 5 males and 7 females, with an age of (37.3±12.2) years and a duration from injury to surgery of (8.8±3.5) d. Open reduction and internal fixation of displaced Chaput tubercle fractures, lateral and posterior malleolar fractures were conducted through the PAMELA for all patients. The incision exposure, operation time, intraoperative bleeding, and incision healing were noted. Postoperatively, the fracture reduction was evaluated using the Burwell-Charnley criteria. The clinical efficacy was evaluated at the final follow-up using the ankle-hindfoot score of American Orthopaedic Foot & Ankle Society (AOFAS), visual analogue scale (VAS), and range of motion (ROM) of the ankle joint.Results:Good exposure of the Chaput tubercle, anterolateral tibiotalar joint, and lateral and posterior malleoli was achieved during surgery in all patients. The follow-up time for the 12 patients was (14.3±1.8) months, the operation time (152.5±26.0) minutes, and the intraoperative bleeding (137.5±44.1) mL. All incisions healed at the first stage postoperatively without any complications. According to the Burwell-Charnley criteria, anatomic reduction was achieved in all patients. CT scans showed good reduction of the distal tibiofibular syndesmosis. At the final follow-up, their AOFAS score was (94.1±8.3) points, VAS 0 (0, 1) point, and ankle joint ROM 17.5°±9.0° for dorsiflexion and 35.2°±9.6° for plantarflexion.Conclusions:In the treatment of quadrimalleolar fractures, because the PAMELA can lead to good exposure of the anterolateral ankle joint, distal tibiofibular syndesmosis, and lateral and posterior malleolar fractures, it results in a high rate of anatomic reduction of the fractures, safe incisions and limited soft tissue complications. Therefore, it is a safe, simple, and effective surgical approach.

Objective:To characterize the biomechanics of distal dynamic locking and distal static locking of proximal femur bionic nails (PFBN) in fixation of intertrochanteric fractures by a finite element analysis.Methods:The CT image data from the hip to the upper tibia from an adult male volunteer were used to establish a three-dimensional model of the femur by Mimics 20.0 and Geomagic 2013 which was processed further into a model of Evans type I intertrochanteric fracture by software NX 12.0. With reference to the internal fixation parameters commonly used, 4 models of PFBN fixation were established: distal single transverse nail dynamic locking (model A), single oblique nail dynamic locking (model B), single nail static locking (model C) and double nail dynamic locking (model D). Abaqus 6.14 software was used to load and analyze the internal fixation stresses and displacements of fracture ends.Results:Under a 2100N loading, the peak stress was located upon the main nail in the 4 models. The smallest peak stress upon the main nail was in Model D (161.9 MPa), decreased by 15.9% compared with model A (192.5 MPa), by 15.6% compared with model B (191.9 MPa), and by 0.9% compared with model C (163.3 MPa). The peak stress upon the fixation screw was the largest in model A (95.3 MPa), the smallest in model B (91.5 MPa), and 91.5 MPa and 92.2 MPa in models C and D, respectively. The overall displacements of the implants, in a descending order, were 10.14 mm in model A, 10.10 mm in model B, 10.09 mm in model C, and 10.05 mm in model D. Similarly, the displacements of fracture ends were 0.125 mm in model A, 0.121 mm in model B, 0.110 mm in model C, and 0.098 mm in model D.Conclusion:Compared with dynamic locking, distal static locking of PFBN provides a better mechanical stability and reduces stress concentration upon internal fixation.

Objective: To explore the feasibility of remotely obtaining complex information on traditional Chinese medicine (TCM) pulse conditions through voice signals. Methods: We used multi-label pulse conditions as the entry point and modeled and analyzed TCM pulse diagnosis by combining voice analysis and machine learning. Audio features were extracted from voice recordings in the TCM pulse condition dataset. The obtained features were combined with information from tongue and facial diagnoses. A multi-label pulse condition voice classification DNN model was built using 10-fold cross-validation, and the modeling methods were validated using publicly available datasets. Results: The analysis showed that the proposed method achieved an accuracy of 92.59% on the public dataset. The accuracies of the three single-label pulse manifestation models in the test set were 94.27%, 96.35%, and 95.39%. The absolute accuracy of the multi-label model was 92.74%. Conclusion Voice data analysis may serve as a remote adjunct to the TCM diagnostic method for pulse condition assessment.

OBJECTIVE To explore the effects of pterostilbene （PTE） on wound healing in diabetic skin ulcer model rats and its mechanism. METHODS Ten SD rats were grouped into control group； after diabetic skin ulcer model of other rats was induced by giving high-fat and high-sugar diet+intraperitoneal injection of streptozotocin+cutting off the skin and subcutaneous tissue in the marked area of the back， model rats were randomly divided into model group， PTE low-dose group （40 mg/kg）， PTE high-dose group （80 mg/kg）， PTE high-dose+PP2 group （80 mg/kg PTE+2 mg/kg SRC inhibitor PP2）， with 10 rats in each group. On the second day after modeling， the rats in each drug group were intraperitoneally injected with corresponding drug solutions， while the rats in control group and model group were intraperitoneally injected with normal saline， once a day， for 14 consecutive days. The wound healing rate of rats in each group was measured on the 7th and 14th day of administration； the contents of interleukin-1β （IL-1β）， IL-6， tumor necrosis factor-α （TNF-α） and vascular endothelial growth factor （VEGF） in the serum of rats were detected； the pathological changes of wound granulation tissue were observed， and the expressions of SRC/mitogen-activated protein kinase kinase （MEK）/extracellular signal-regulated kinase （ERK） signaling pathway-related proteins in wound granulation tissue were detected. RESULTS Compared with control group， the wound healing rate， serum content of VEGF， the phosphorylation levels of SRC， MEK1/2 and ERK1/2 were decreased significantly （P＜0.05）， while serum contents of IL- 1β， IL-6 and TNF-α were increased significantly （P＜0.05）； there was obvious infiltration of inflammatory cells in the wound granulation tissue， and the number of new blood vessels decreased. Compared with model group， above indexes of PTE low-dose and high-dose groups were improved significantly （P＜0.05）， and the pathological injury of granulation tissue in wound was improved. PP2 significantly reversed the improvement effects of PTE on the above indexes （P＜0.05）. CONCLUSIONS PTE can promote the wound healing of diabetic skin ulcer model rats， the mechanism of which may be related to activating SRC/MEK/ERK signaling pathway.

Smart manufacturing still remains critical challenges for pharmaceutical manufacturing. Here, an original data-driven engineering framework was proposed to tackle the challenges. Firstly, from sporadic indicators to five kinds of systematic quality characteristics, nearly 2,000,000 real-world data points were successively characterized from Ginkgo Folium tablet manufacturing. Then, from simplex to the multivariate system, the digital process capability diagnosis strategy was proposed by multivariate C_pk integrated Bootstrap-t. The C_pk of Ginkgo Folium extracts, granules, and tablets were discovered, which was 0.59, 0.42, and 0.78, respectively, indicating a relatively weak process capability, especially in granulating. Furthermore, the quality traceability was discovered from unit to end-to-end analysis, which decreased from 2.17 to 1.73. This further proved that attention should be paid to granulating to improve the quality characteristic. In conclusion, this paper provided a data-driven engineering strategy empowering industrial innovation to face the challenge of smart pharmaceutical manufacturing.