BACKGROUND:The development of artificial intelligence in the medical field is rapidly advancing,with increasing research on its applications in the field of bone trauma.Through bibliometric analysis,this paper analyzed the research hotspots of artificial intelligence in the field of bone trauma in recent years,and predicted the future research trend. OBJECTIVE:To summarize the development history,research status,hot spots,and future development trends of artificial intelligence technology in the field of bone trauma to provide new insights for future research. METHODS:This study selected relevant literature from the Web of Science core database,covering the period from the inception to August 2023,and retrieved 420 articles related to the application of artificial intelligence,machine learning,and deep learning in the field of bone trauma.After manual screening,202 articles related to this article were exported,and Citespace software was used for visual analysis of cooperation of countries,institutions,cited journals,citation analysis,keyword co-occurrence,and other aspects. RESULTS AND CONCLUSION:(1)The overall number of publications from the 202 selected articles showed an upward trend,indicating significant research potential for future studies.The country with the highest centrality and the highest publication volume was the United States.The University of California(USA)was the most prolific research institution.(2)The top five most commonly used keywords in bone trauma research using artificial intelligence were deep learning,artificial intelligence,bone density,machine learning,and diagnosis.The keyword with the highest centrality was bone density,and the keyword with the highest frequency was deep learning.(3)The top 10 most cited reference papers provided comprehensive insights into the feasibility of applying artificial intelligence techniques to the diagnosis of bone trauma from various perspectives.Among them,eight papers focused on bone and joint injuries and deep convolutional neural networks.One paper discussed the use of deep learning in detecting osteoporosis in CT scans to prevent fragility fractures,while another paper explored the correlation between the application of artificial intelligence in identifying changes in skin texture and the recognition of bone characteristics.(4)In the future,the research hotspots of artificial intelligence will mainly focus on the specific study of fractures caused by bone and joint trauma and osteoporosis.The research trend mainly focuses on improving the performance of artificial intelligence algorithms,using new artificial intelligence technologies to accurately classify and quickly and efficiently diagnose bone injuries,especially for the diagnosis of complex and hidden fractures.By establishing finite element analysis models,more standardized evaluations of bone injuries can be achieved.

BACKGROUND: This study aimed to investigate programmed death-ligand 1 tumor proportion score in predicting the safety and efficacy of PD-1/PD-L1 antibody-based therapy in treating patients with advanced non-small cell lung cancer (NSCLC) in a real-world setting. METHODS: This retrospective, multicenter, observational study enrolled adult patients who received PD-1/PD-L1 antibody-based therapy in China and met the following criteria: (1) had pathologically confirmed, unresectable stage III-IV NSCLC; (2) had a baseline PD-L1 tumor proportion score (TPS); and (3) had confirmed efficacy evaluation results after PD-1/PD-L1 treatment. Logistic regression, Kaplan-Meier analysis, and Cox regression were used to assess the progression-free survival (PFS), overall survival (OS), and immune-related adverse events (irAEs) as appropriate. RESULTS: A total of 409 patients, 65.0% ( n = 266) with a positive PD-L1 TPS (≥1%) and 32.8% ( n = 134) with PD-L1 TPS ≥50%, were included in this study. Cox regression confirmed that patients with a PD-L1 TPS ≥1% had significantly improved PFS (hazard ratio [HR] 0.747, 95% confidence interval [CI] 0.573-0.975, P = 0.032). A total of 160 (39.1%) patients experienced 206 irAEs, and 27 (6.6%) patients experienced 31 grade 3-5 irAEs. The organs most frequently associated with irAEs were the skin (52/409, 12.7%), thyroid (40/409, 9.8%), and lung (34/409, 8.3%). Multivariate logistic regression revealed that a PD-L1 TPS ≥1% (odds ratio [OR] 1.713, 95% CI 1.054-2.784, P = 0.030) was an independent risk factor for irAEs. Other risk factors for irAEs included pretreatment absolute lymphocyte count >2.5 × 10 9 /L (OR 3.772, 95% CI 1.377-10.329, P = 0.010) and pretreatment absolute eosinophil count >0.2 × 10 9 /L (OR 2.006, 95% CI 1.219-3.302, P = 0.006). Moreover, patients who developed irAEs demonstrated improved PFS (13.7 months vs. 8.4 months, P <0.001) and OS (28.0 months vs. 18.0 months, P = 0.007) compared with patients without irAEs. CONCLUSIONS A positive PD-L1 TPS (≥1%) was associated with improved PFS and an increased risk of irAEs in a real-world setting. The onset of irAEs was associated with improved PFS and OS in patients with advanced NSCLC receiving PD-1/PD-L1-based therapy.
Humans ; Carcinoma, Non-Small-Cell Lung/metabolism* ; Male ; Female ; Retrospective Studies ; Middle Aged ; Lung Neoplasms/metabolism* ; Aged ; B7-H1 Antigen/metabolism* ; Programmed Cell Death 1 Receptor/metabolism* ; Adult ; Aged, 80 and over ; Immune Checkpoint Inhibitors/therapeutic use*

Objective:To compare the prognostic performance of six trauma scoring systems—Injury Severity Score (ISS), Acute Physiology and Chronic Health EvaluationⅡ (APACHE Ⅱ), Sequential Organ Failure Assessment (SOFA), Prehospital Index (PHI), Revised Trauma Score (RTS), and the Circulation, Respiration, Abdomen, Motor, Speech (CRAMS) score—in predicting 28-day mortality among patients with severe trauma in Southwest China.Methods:A retrospective cohort study was conducted involving 479 patients with severe trauma admitted to the First Affiliated Hospital of Army Medical University between January 2018 and October 2023. Inclusion criteria were: ① age ≥16 years; ② Injury Severity Score (ISS) ≥16; ③ admission within 24 hours post-injury. Exclusion criteria included: ① severe underlying chronic conditions; ② burns or electrical injuries; ③ incomplete clinical data. Based on 28-day outcomes, patients were stratified into a survival group ( n=424) and a death group ( n=55). All patients received standardized resuscitation and damage control interventions. Prehospital scores (PHI, RTS, CRAMS) were recorded at admission. In-hospital scores (ISS, APACHE Ⅱ, SOFA) were calculated using the worst physiological parameters within the first 24 hours. The Mann-Whitney U test was used for group comparisons. Discriminative ability was assessed by the area under the receiver operating characteristic curve (AUC), with pairwise comparisons using DeLong's test. Decision curve analysis (DCA) was performed to evaluate net clinical benefit. Results:The RTS and CRAMS scores were significantly higher in the survival group, whereas ISS, APACHE Ⅱ, SOFA, and PHI scores were significantly lower in the death group (all P<0.05). The AUC values for predicting 28-day mortality, in descending order, were: APACHE Ⅱ (0.917), RTS (0.897), SOFA (0.873), PHI (0.848), CRAMS (0.831), and ISS (0.708). No significant difference in AUC was found between APACHE Ⅱ and RTS ( P=0.325). DCA showed that across most decision thresholds, both APACHE Ⅱ and RTS provided greater net clinical benefit than "treat-all" or "treat-none" strategies and other scores. Conclusions:Among the six scoring systems, APACHE Ⅱ demonstrated the highest predictive accuracy for 28-day mortality in severe trauma patients, though its efficacy was comparable to RTS. DCA confirmed their superior clinical utility. A two-phase assessment strategy—using prehospital RTS for rapid triage followed by in-hospital APACHE Ⅱ for dynamic monitoring—is recommended to optimize clinical decision-making and improve patient outcomes in Southwest China.

Objective:To explore the application value of X-ray tomographic fusion technique in assessing bone healing and osteotylus growth after femoral neck system(FNS)internal fixation of femoral neck fracture.Methods:A total of 18 patients with femoral neck fracture who admitted to the Department of Orthopedics of Beijing Haidian Hospital from October 2019 to June 2020 were selected.All of them were treated with FNS internal fixation,and conventional X-ray and X-ray tomographic fusion imaging were performed respectively at 1 month and 12 months after operation for them.The displays of the two imaging techniques for the bone healing and osteotylus growth after FNS internal fixation of femoral neck fracture were evaluated,and the relevant parameters of the two imaging techniques for the process of image detection of FNS internal fixation of femoral neck fracture were counted by statistical method.Results:The detection rate of X-ray tomographic fusion technique for osteotylus at 1 month after surgery was significantly lower than that at 12 months after surgery.The detection rates(94.44% and 61.11%)of X-ray tomographic fusion technique for osteotylus at 1 month and 12 months after surgery were significantly higher than those(61.11% and 33.33%)of X-ray(x2=5.100,5.790,P<0.05),respectively.The rank-sum test indicated there were significant differences in the distribution of the scores of the image qualities of osteotylus growths at 1 month and 12 months after surgery for patients with femoral neck fracture between two imaging techniques(Z=2.113,2.018,P<0.05),and there were significant differences in the image qualities of bone healing at 1 month and 12 months after surgery between two imaging techniques(Z=2.868,2.258,P<0.05).The display effect of the detection image of fracture site before treatment under the guidance of X-ray tomographic fusion technique was ideal,which images were clear and could display more fully and clearly the fracture line of patient.After 12 months of surgery,the continuous osteotylus that passed fracture line could be found at the anterior lateral position of X-ray,which has reached to clinical healing.In the process of detecting image of FNS internal fixation of femoral neck fracture,the air Kerma,dose area product and effective dose of X-ray tomographic fusion technique were significantly lower than those of conventional X-ray imaging(t=5.900,2.466,32.255,P<0.05),respectively.Conclusion:In the diagnosis and evaluation of bone healing of patients with FNS internal fixation after femoral neck fracture,the use of X-ray tomographic fusion technique can better detect the osteotylus growth of patients and judge the degree of bone healing,especially the judgment effect of that for the postoperative recovery with longer time of patients is more better.In addition,this technique has better safety,which would cause less radiation damage in the process of detection.

Objective To explore the potential mechanism of Babao Dan on primary liver cancer based on network pharmacology. Methods First, the diethylnitrosamine-induced hepatocellular carcinoma rat（HCC）model was used to observe the effects of Babao Dan. Then, the effective components in Babao Dan were detected by UPLC-MS, and the potential target sites of these effective components were predicted in the Swiss Target Prediction databases, etc. The corresponding target sites for HCC were screened using GeneCards, OMIM and Therapeutic Target Database, and the common target sites between Babao Dan and HCC were obtained after getting the intersection. The protein-protein interaction network was drawn by Cytoscape software and the STRING database, and the key molecules regulating HCC by Babao Dan were screened out. The effective target sites were subjected to GO analysis in the DAVID database and enrichment analysis in the Pathway’s KEGG. Finally, the clinical relevance of key molecules to liver cancer patients was verified by the TCGA database. Results Babao Dan could slow down the tumor development. 851 chemical components were detected in BaBao Dan by UPLC-MS , 9 major active components and 285 target sites were identified. 637 hepatocellular carcinoma-related targets were screened out, and 16 targets of Babao Dan regulating HCC were identified. GO enrichment analysis showed 802 biological processes, 11 cell compositions, and 43 molecular functions, while KEGG pathway enrichment analysis identified a total of 90 pathways. Correlation analysis of TCGA identified three key molecules associated with the survival of liver cancer patients. Conclusion In the primary rat liver cancer model, Babao Dan was found to significantly prolong the survival of cancer-induced rats and reduce tumor burden. The initial prediction of the mechanism by which Babao Dan regulating liver cancer was made through UPLC-MS analysis and network pharmacology methods, indicating that Babao Dan has the characteristics of multi-component, multi-pathway, and multi-target regulation of primary liver cancer, which could provide a reference for further relevant experimental research.

Peritoneal metastasis in gastric cancer is associated with rapid disease progression. Hyperthermic intraoperative peritoneal chemotherapy (HIPEC) done immediately after cytoreductive surgery (CRS) has become an important treatment for peritoneal metastasis in gastric cancer patients. However, different treatment options for HIPEC exist with potential influence on survival rates and prognosis in patients, exist. These treatment options include open or closed abdomen technique, perfusion solution, number of catheters, temperature, duration, and drug regimens. This paper aims to provide more evidence on standardization of HIPEC treatment options and technologies by systematically reviewing different drug regimens and technical approaches. The study included 2 randomized controlled trials, 3 phase I/II clinical trials, 2 prospective cohort studies, and 34 retrospective cohort studies, involving 1511 patients. The most common HIPEC option is to dissolve 50-75 mg/m 2 of Cisplatin and 30-40 mg/m 2 of Mitomycin C in 3-4 L saline solution at 42-43℃. After gastrointestinal anastomosis, 2-3 catheters are used in the HIPEC system with a perfusion flow rate of 500 ml/min. The duration is 60-90 minutes. Anastomotic leakage was low in studies where HIPEC was performed after gastrointestinal anastomosis. The utilization of open HIPEC and a two-drug regimen resulted in improved overall survival rates. The future development of HIPEC aims to enhance tumor-specific therapy by optimizing various aspects, such as identifying the safest and most effective chemotherapy regimens, refining patient selection criteria, and improving perioperative care.

Objective:The aim of this study was to explore whether hydroxysafflor yellow A (HSYA) combined with hyaluronidase (HAase) can enhance the therapeutic effect of arterial embolism caused by hyaluronic acid (HA) .Methods:Thirty-two white male rabbits were randomly divided into four groups, with 8 rabbits in each group, of which group A, B and C were experimental groups and group D was group control. An axial rectangular composite tissue flap sized 2.0 cm × 5.0 cm, with 1.0 cm pedicle width, and 4.0 cm from the root, was designed with the central auricular artery as the long axis on the dorsal side of the ear. The depth of incision reached the ventral perichondrium of the ear, and the flap was sutured continuously in situ and divided into three equal parts (area Ⅰ, Ⅱ, Ⅲ) from the proximal area to the distal area. The proximal end 1 cm to the flap and the central artery was the intersection point, into which 50 μl HA was injected, by which the model of HA arterial embolism was established. Each group was treated after 60 min. Group A: 20 ml solution HSYA was injected slowly into the thigh saphenous vein (the dosage of HSYA is calculated at 10 mg/kg) . Group B: 0.5 ml solution HAase was injected into the central auricular artery (400 U/ml) . Group C: 0.5 ml solution HAase with the same dosage of group B was injected into the central auricular artery and 20 ml solution HSYA with the same dosage of group A was injected slowly into the thigh saphenous vein. Group D and other parts of group A and B were injected with the same dosage of normal saline (NS) . The thigh saphenous veins of all groups were injected with the same dosage of solution once a day for 14 days. Flaps were observed immediately, 1, 7 and 14 days after establishment of hyaluronic acid arterial embolism models of tissue flaps, and dorsal and backlight auricular photographs were taken. On the postoperative 14th day, percentages of survival areas of the flaps were calculated, and samples were taken from areas II of tissue flaps, which were stained by hematoxylin-eosin (HE) and Masson, and were detected the activity of superoxide dismutase (SOD) and the content of malondialdehyde (MDA) . The measurement data conformed to normal distribution was represented as Mean ± SD. Single factor analysis of variance (ANOVA) was used to compare the differences among groups, and head-to-head comparison by LSD test. P <0.05 was considered statistically significant. Results:Tissue flaps of all groups were pale immediately after operation. On the first day after operation, the dark ischemic area appeared at the distal end of each group. On the postoperative 7th day, the ischemic area of each group was necrotic and blackened to varying degrees, and the non-necrotic area swelled obviously. On the postoperative 14th day, the ischemic area of each group was further necrotic, blackened, curled and the boundary was clear. Group C was the best, group D was the worst, and both group A and B were between the two. The swelling of non-necrotic areas in group A and C were basically reduced. HE staining showed that numerous thrombi and inflammatory cells infiltration were formed in group D, and group B was behind it, and thrombi were rare in group A and C. Masson staining showed that collagen fibers were arranged regularly in group C, and abundant collagen fibers were disintegrated and disordered in group D, and both group A and B were between the two. The percentages of survival areas of the flaps in group A, B, C and D were as follows: (69.87 ± 5.04) %, (85.03 ± 6.58) %, (93.93 ± 4.25) % and (49.22±9.64) %. There were statistical differences in pairwise comparison between groups (all P <0.05) . SOD activity of group A, B, C and D were as follows: (49.83±8.08) , (36.65±5.49) , (55.61±7.93) and (22.45 ± 5.47) U/mg prot. Except that group A vs. C, there were statistical differences between groups (all P <0.05) . MDA content of group A, B, C and D were as follows: (0.77±0.17) , (1.03±0.16) , (0.68±0.12) , and (0.41±0.09) nmol/mg prot. Except that group A vs. C, there were statistical differences between groups (all P <0.05) . Conclusions:Under the condition of animal experiment, compared with HAase, HSYA combined with HAase can significantly enhance the therapeutic effect of HA arterial embolism and increase the proportion of survival area of tissue flap.

Objective:To explore the therapeutic effect of hydroxysafflor yellow A (HSYA) combined with hyaluronidase (HAase) for arterial embolism caused by hyaluronic acid (HA).Methods:Thirty-two white male rabbits were randomly divided into four groups, with 8 rabbits in each group. Groups A, B and C were experimental groups, while group D served as the control group. An axial rectangular composite tissue flap sized 2.0 cm × 5.0 cm, with a pedicle width of 1.0 cm, and located 4.0 cm from the root, was designed with the central auricular artery as the long axis on the dorsal side of the ear. The incision depth reached the ventral perichondrium of the ear, and the flap was sutured continuously in place and divided into three equal parts (areas Ⅰ, Ⅱ, Ⅲ) from the proximal to the distal area. The proximal end, located 1 cm from the flap, and the central artery was the intersection point, where 50 μl of HA was injected to establish the model of HA arterial embolism. Each group was treated after 60 minutes. Group A: 20 ml of HSYA solution was slowly injected into the saphenous vein of the thigh (the dosage of HSYA was calculated at 10 mg/kg). Group B: 0.5 ml of HAase solution was injected into the central auricular artery (400 U/ml). Group C: 0.5 ml of HAase solution with the same dosage as in group B was injected into the central auricular artery, while 20 ml of HSYA solution with the same dosage as in group A was slowly injected into the saphenous vein. Group D and other parts of groups A and B were injected with the same dosage of normal saline (NS). The thigh saphenous veins of all groups were injected with the same dosage of solution once daily for 14 days. Flaps were observed immediately, 1, 7 and 14 days after establishing hyaluronic acid arterial embolism models of tissue flaps. Dorsal and backlight auricular photographs were taken. On the 14th day postoperatively, the survival areas of the flaps were calculated. Samples were taken from areas Ⅱof tissue flaps, stained with hematoxylin-eosin (HE) and Masson, to detected the activity of superoxide dismutase (SOD) and the content of malondialdehyde (MDA). The measurement data that conformed to a normal distribution was represented as Mean ± SD. Single-factor analysis of variance (ANOVA) was used to compare the differences among groups, followed by head-to-head comparison using the LSD test. P<0.05 was considered statistically significant. Results:Tissue flaps from all groups appeared pale immediately after the operation. On the first day after the operation, a dark ischemic area appeared at the distal end of each group. On the 7th day postoperatively, the ischemic area of each group showed varying degrees of necrosis and blackening, while the non-necrotic area exhibited significant swelling. On the 14th day post-operation, the ischemic area in each group showed further necrosis, blackening, and curling, with clear boundaries. Group C was the best, group D was the worst, and both group A and B were in between the two. The swelling of non-necrotic areas in groups A and C was reduced. HE staining revealed numerous thrombi and infiltration of inflammatory cells in group D, with group B following closely behind. Thrombi were rare in groups A and C. Masson staining showed that collagen fibers were organized regularly in group C, while abundant collagen fibers were disintegrated and disordered in group D. Groups A and B exhibited characteristics that fell between the other two groups. The percentages of survival areas of the flaps in groups A, B, C and D were as follows: (69.87±5.04)%, (85.03±6.58)%, (93.93±4.25)% and (49.22±9.64)%. There were statistical differences in pairwise comparisons between groups (all P<0.05). SOD activity of groups A, B, C, and D were as follows: (49.83±8.08), (36.65±5.49), (55.61±7.93) and (22.45±5.47) U/mg prot. Except for the group A vs. C, there were statistical differences between the groups (all P<0.01). The MDA content of groups A, B, C and D were as follows: (0.77±0.17), (1.03±0.16), (0.68±0.12), and (0.41±0.09) nmol/mg prot. Except that group A vs. C, there were statistical differences between groups (all P<0.01). Conclusion:In animal experiments, it was found that compared to HAase alone, the combination of HSYA with HAase significantly improves the therapeutic outcomes of HA arterial embolism and increases the proportion of tissue flap survival area.

Peritoneal metastasis in gastric cancer is associated with rapid disease progression. Hyperthermic intraoperative peritoneal chemotherapy (HIPEC) done immediately after cytoreductive surgery (CRS) has become an important treatment for peritoneal metastasis in gastric cancer patients. However, different treatment options for HIPEC exist with potential influence on survival rates and prognosis in patients, exist. These treatment options include open or closed abdomen technique, perfusion solution, number of catheters, temperature, duration, and drug regimens. This paper aims to provide more evidence on standardization of HIPEC treatment options and technologies by systematically reviewing different drug regimens and technical approaches. The study included 2 randomized controlled trials, 3 phase I/II clinical trials, 2 prospective cohort studies, and 34 retrospective cohort studies, involving 1511 patients. The most common HIPEC option is to dissolve 50-75 mg/m 2 of Cisplatin and 30-40 mg/m 2 of Mitomycin C in 3-4 L saline solution at 42-43℃. After gastrointestinal anastomosis, 2-3 catheters are used in the HIPEC system with a perfusion flow rate of 500 ml/min. The duration is 60-90 minutes. Anastomotic leakage was low in studies where HIPEC was performed after gastrointestinal anastomosis. The utilization of open HIPEC and a two-drug regimen resulted in improved overall survival rates. The future development of HIPEC aims to enhance tumor-specific therapy by optimizing various aspects, such as identifying the safest and most effective chemotherapy regimens, refining patient selection criteria, and improving perioperative care.

Objective:To explore the application value of a novel separated magnetic-controlled forceps in transumbilical single-incision laparoscopic cholecystectomy (SILC).Methods:This is a prospective case series study. Data from patients who underwent SILC at the Department of General Surgery, the Second Affiliated Hospital of Air Force Medical University from March to August 2023 were prospectively collected, based on inclusion and exclusion criteria. All patients underwent cholecystectomy assisted by a novel separated magnetic-controlled forceps. Surgical time, intraoperative blood loss, the need for additional incisions during surgery, and the length of hospital stay were recorded to assess surgical difficulty and effectiveness. Postoperative pain scores and complications were documented to evaluate the safety of the procedure. The collaboration experience of the surgeon and assistant was evaluated using a 5-point Likert scale to assess the feasibility of this surgical approach. Informed consent was obtained from all patients in accordance with medical ethical regulations. Patients were followed up through outpatient visits or telephone calls, with follow-up at 7 days and 1 month after surgery, and evaluation of incisional scar healing and completion of satisfaction questionnaires. Follow-up was conducted until September 30, 2023.Results:A total of 45 patients were included in the study,including 19 males and 26 females,aged (42.7±4.2)years(range:32 to 61 years). The difficulty of the operation was evaluated as grade 1 or 2 in 38 cases(84.4%) and grade 3 in 7 cases(15.6%). Operation time was (37.3±5.3) minutes(range: 25 to 80 minutes),and intraoperative blood loss( M(IQR)) was 17.8(35.0) ml (range:10 to 60 ml). All surgical procedures proceeded smoothly without intraoperative incidents, and the overall satisfaction of the surgeon and assistants was high. All patients underwent successful day surgery management and were discharged within 48 hours of hospitalization. The postoperative pain scores at 1, 7, and 30 days were 3 (4), 1 (3), and 0 (2), respectively. The follow-up time was 5.0(2.2) weeks (range: 3 to 7 weeks), with no occurrence of grade 3 to 4 adverse reactions, and the patients were satisfied with the cosmetic effect of the umbilical incision. Conclusions:The novel separated magnetic-controlled forceps can be applied in transumbilical SILC. It has the advantages of convenient operation, and patients are satisfied with the surgical results.