ObjectiveTo investigate the accuracy of multiple discriminant analysis （MDA） versus fibrosis-4 （FIB-4） in assessing liver fibrosis degree in patients with HBV infection， as well as the possibility of MDA as an indicator for disease progression. MethodsA total of 263 patients with HBV infection who underwent liver biopsy in The First Affiliated Hospital of Guangxi Medical University from April 2010 to April 2024 were included， and their clinical data were collected. According to the results of pathological examination， they were divided into non-significant fibrosis group （F<2） with 126 patients and significant fibrosis group （F≥2） with 137 patients. The correlation of MDA and FIB-4 with liver fibrosis degree was analyzed， and MDA and FIB-4 were compared in terms of their accuracy in assessing significant liver fibrosis. A total of 62 patients completed follow-up， and according to the presence or absence of progression to liver cirrhosis at the last follow-up visit， they were divided into progressive group with 21 patients and non-progressive group with 41 patients； the efficacy of MDA and FIB-4 in diagnosing disease progression was analyzed and compared. The independent-samples t test was used for comparison of normally distributed continuous data between groups， and the Mann-Whitney U test was used for comparison of non-normally distributed continuous data between groups； the Kruskal-Wallis H test was used for comparison between multiple groups， and the Bonferroni method was used for further comparison between two groups. The chi-square test was used for comparison of categorical data. The Spearman’s correlation coefficient was used for correlation analysis. The Wilcoxon signed rank sum test was used for the analysis of baseline data and data at the end of follow-up， and the binary Logistic regression analysis was used to investigate the influencing factors for progression to liver cirrhosis. The receiver operating characteristic （ROC） curve was used to investigate the diagnostic efficacy of indicators， the Z-test was used for comparison of the area under the ROC curve （AUC）， and the paired chi-square test was used for comparison of the sensitivity， specificity， and accuracy of the two indicators. ResultsThe correlation coefficient between FIB-4 and liver fibrosis degree was 0.378， while the correlation coefficient between MDA and liver fibrosis degree was -0.325 （both P<0.001）. FIB-4 had an AUC of 0.688， a sensitivity of 64.96%， a specificity of 68.87%， a positive predictive value of 67.42%， a negative predictive value of 63.36%， an accuracy of 65.40%， and a cut-off value of 1.01， while MDA had an AUC of 0.653， a sensitivity of 52.55%， a specificity of 78.57%， a positive predictive value of 72.73%， a negative predictive value of 60.37%， an accuracy of 65.02%， and a cut-off value of 0.29， suggesting that compared with FIB-4， MDA had a lower sensitivity （P=0.004） and a higher specificity （P=0.001）. The progressive group had a significantly higher age than the non-progressive group at baseline （t=2.611， P=0.011）. For the progressive group， there was an increase in FIB-4 and a reduction in MDA from baseline to the end of follow-up （both P<0.001）， while the non-progressive group showed no significant changes （both P>0.05）. The multivariate Logistic regression analysis showed that aspartate aminotransferase （odds ratio ［OR］=0.940， 95% confidence interval ［CI］： 0.885‍ ‍—‍ ‍0.998， P<0.05） and MDA （OR=0.445， 95%CI： 0.279‍ ‍—‍ ‍0.710， P<0.001） were independent influencing factors for disease progression. MDA had an AUC of 0.893 and an optimal cut-off value of -0.01 in diagnosing the disease progression of liver cirrhosis. ConclusionMDA has a comparable accuracy to FIB-4 in the diagnosis of significant liver fibrosis， and MDA<-0.01 has a high accuracy in diagnosing the progression of liver fibrosis to liver cirrhosis， which can help to reduce the need for liver biopsy in clinical practice.

Objective:To explore the application effects of a neurosurgical mixed-reality distance teaching (NMDT) model in standardized residency training in neurosurgery.Methods:We built an NMDT system using mixed-reality technology and remote interaction technology, and designed the implementation procedure according to the teaching objectives. After the teaching activities were completed, a teaching satisfaction questionnaire survey was conducted among 20 neurosurgery resident trainees, in which they provided satisfaction scores for the same teaching content with different teaching models (i.e., the NMDT model and traditional teaching model). SPSS 22.0 software was used to perform the t test for data analysis. Results:There were significant differences between the NMDT model and the traditional teaching model in key indicators including the score for "completion of teaching objectives" (9.20±0.68 vs. 8.25±0.70, P<0.001) and the score for "satisfaction with learning gains" score (8.95±0.67 vs. 8.05±0.92, P=0.001). The NMDT model also outperformed the traditional teaching model in the other individual scores and the total score. Conclusions:The NMDT model can improve teaching quality, increase training efficiency, and enrich teaching content, which is worthy of promotion.

Delayed graft function in kidney transplant recipients is one of the common early complications after kidney transplantation,which is an independent risk factor affecting the short-term and long-term survival of renal allografts.Branch of Organ Transplantation of Chinese Medical Association and Branch of Kidney Transplantation of China International Exchange and Promotive Association for Medical and Health Care organized well-known Chinese experts in organ transplantation and related disciplines to formulate and discuss the determination of the scope and clinical problems,evidence retrieval and screening,and the formation of recommendations based on"Technical Specification for the Diagnosis and Treatment on Delayed Graft Function After Renal Transplantation(2019 edition)".After two rounds of collective examination and approval by Chinese Medical Association and China International Exchange and Promotive Association for Medical and Health Care,"Guidelines for Clinical Diagnosis and Treatment of Delayed Graft Function in Kidney Transplant Recipients in China"was finally formulated.This guideline puts forward recommendations and explanations regarding 21 clinical problems including the concept,mechanism,risk factors,diagnosis,prevention,treatment and application of immunosuppressive drugs for delayed graft function in kidney transplant recipients,aiming to standardize the diagnosis,prevention and treatment of delayed graft function in kidney transplant recipients,enhance clinical efficacy of kidney transplantation,prolong short-term and long-term survival of kidney transplant recipients and renal allografts and promote the development of the discipline of transplantation.

ObjectiveTo investigate the performance of fibrosis-4 （FIB-4） versus aspartate aminotransferase-to-platelet ratio index （APRI） in predicting advanced liver fibrosis and disease progression in patients with chronic HBV infection. MethodsA total of 497 patients with chronic HBV infection who underwent liver biopsy in The First Affiliated Hospital of Guangxi Medical University from February 2013 to December 2022 were enrolled， among whom 404 were enrolled in a retrospective study and 75 were enrolled in a prospective study. Related indicators were collected， including demographic features （sex and age）， biochemical indices （alanine aminotransferase ［ALT］ and aspartate aminotransferase ［AST］）， and platelet count， and FIB-4 and APRI were calculated. The Mann-Whitney U test was used for comparison of non-normally distributed continuous data between two groups， and the Kruskal-Wallis H test was used for comparison between multiple groups； the chi-square test was used for comparison of categorical data between groups. The area under the ROC curve （AUC） was used to assess the ability of APRI and FIB-4 in evaluating liver fibrosis degree and disease progression in patients with chronic HBV infection. ResultsIn the retrospective analysis， compared with the FIB-4<2.67 group， the FIB-4≥2.67 group had a significantly higher proportion of the patients who were diagnosed with liver cirrhosis or hepatocellular carcinoma （66.19% vs 47.54%， χ²=12.75， P<0.001）. The medians of FIB-4 and APRI increased significantly with liver fibrosis degree from F0 to F4 （H=42.5 and 35.9， both P<0.001）. As for the fibrosis stage of F0-F4， the median of FIB-4 was significantly higher than that of APRI in the patients with the same fibrosis stage （H=59.71， P<0.001）. FIB-4 and APRI had a similar AUC for predicting stage F3 fibrosis （0.67 vs 0.65， Z=0.71， P=0.480）， while FIB-4 had a higher AUC for predicting stage F4 fibrosis than APRI （0.72 vs 0.64， Z=10.50， P<0.001）. In the prospective study cohort， FIB-4 and APRI showed an increasing trend over time in predicting disease progression （chronic hepatitis B to liver cirrhosis）， with an AUC of 0.718 （95% confidence interval ［CI］： 0.476‍ ‍—‍ ‍0.760） and 0.555 （95%CI： 0.408‍ ‍—‍ ‍0.703）， respectively， and FIB-4 had a significantly higher accuracy than APRI in predicting disease progression （χ²=12.44， P<0.001）. ConclusionFIB-4 and APRI can be used to evaluate advanced liver fibrosis （F3 and F4） and predict disease progression， and FIB-4 is superior to APRI in certain aspects.

Objective:To investigate the risk factors for periprosthetic joint infection (PJI) after primary total knee arthroplasty (TKA) and construct a nomogram model for prediction of such risks.Methods:In this retrospective study, we enrolled 69 patients with PJI after primary TKA (the infection group, n=69) who had been admitted to Department of Orthopedics, Nanjing Jinling Hospital, The First School of Clinical Medicine, Southern Medical University from January 2010 to December 2019. The non-infection group included the patients of the same kind but without postoperative infection during the same period who were matched according to time of admission, age, and gender in a ratio of 1∶3 ( n=207). The data on body mass index, anesthesia method, operation time, preoperative C-reactive protein, preoperative albumin, and comorbid medical conditions were collected from both groups to screen the risk factors for postoperative development of PJI using univariate and multivariate conditional logistic regression analyses. After a nomogram of the risk factors was plotted using R software, the consistency index (C-index) was calculated. The receiver operating characteristic curve, calibration curve, and clinical decision curve were drawn. Results:Multivariate conditional logistic regression analysis showed that preoperative albumin <35 g/L ( OR=7.166, 95% CI: 3.427 to 14.983, P<0.001), operation time >90 min ( OR=3.163, 95% CI: 1.476 to 6.779, P=0.003), diabetes mellitus ( OR=3.966, 95% CI: 1.833 to 8.578, P<0.001), rheumatic diseases ( OR=3.531, 95% CI: 1.362 to 9.156, P=0.009), and chronic lung diseases ( OR=4.734, 95% CI: 1.790 to 12.521, P=0.002) were risk factors for development of PJI after primary TKA. The nomogram constructed with R software visualized the model. The C-index of the nomogram was 0.809 (95% CI: 0.751 to 0.867), indicating a good predictive capability of the model. The calibration curves of the model showed that the nomogram was in good agreement with the actual observations. The decision curves showed that the threshold probabilities of the model ranged from 0.08 to 0.75, providing a good net clinical benefit. Conclusions:Preoperative low albumin, prolonged operation time, diabetes, rheumatic diseases, and chronic lung diseases may be the risk factors for PJI after primary TKA. The nomogram prediction model based on these factors can provide a reference for clinicians to prevent PJI.

Objective:To investigate the clinical characteristics and prognosis of CpG island methylator phenotype (CIMP+ ) colon cancer, and the significance of CIMP status in the diagnosis and prognosis prediction in defective mismatch repair (dMMR) colon cancer.Methods:The keywords "colorectal cancer" "patient" and "CpG Island Methylator Phenotype" were used to search the Gene Expression Omnibus (GEO) database, and the GSE39582 was obtained, which included the clinical data of 585 patients with colorectal cancer and the sequencing data of the whole transcriptome of the tumor tissues. After excluding 72 cases with missing CIMP values, 513 cases were included for further analysis, including 278 males and 235 females, with a mean age of (67±13) years. According to the CIMP status, they were divided into CIMP+ group ( n=93) and CIMP-group ( n=420), then compare the differences in clinical characteristics, the Kaplan-Meier survival curves were plotted to compare the overall survival and disease-free survival; 71 dMMR cases were divided into CIMP+ group ( n=43) and CIMP-group ( n=28), and the K-M curves were plotted to analyze the differences in overall survival (OS) and disease free survival (DFS). Comparisons between groups were performed by t-test, χ2 test or Mann-Whitney U nonparametric test, and the difference in survival curves was tested by Long-rank test. Results:Patients in the CIMP+ group were significantly older than those in the CIMP-group [(70.84±12.60) years vs (66.21±13.08) years, t=3.18, P=0.002]. Right colon tumors originating from the CIMP+ molecular pathway were 9.3 times more likely to be CIMP+ than those of the left colon cancers ( OR=9.3, 95% CI: 5.2-17.9). BRAF mutant colon cancer originating from CIMP+ was 215.2 times more common than BRAF wild-type colon cancer originating with CIMP+ ( OR=215.2, 95% CI: 53.2-1906.7); and patients with dMMR colon cancer originated 12.8 times more common than patients with pMMR ( OR=12.8, 95% CI: 7.0-23.9). The difference between the CIMP+ and CIMP-groups was not statistically significant in terms of overall survival and disease-free survival ( P=0.590, 0.220). In the dMMR colon cancer subgroup, CIMP status did not correlate with patients′ overall survival and disease-free survival ( P>0.05). Conclusions:CIMP+ colon cancer patients were mostly of advanced age, with tumors originating from the right colon, mostly combined with BRAF gene mutations, and manifested as mismatch repair-deficient colon cancers. CIMP status had no correlation with TNM stage and survival of colon cancers patients. There was no significant difference in the survival between dMMR colon cancers caused by CIMP+ and those caused by MMR gene mutations.

Objective:To construct a finite element analysis model for the application of sustentaculum tail sustentacular screw in the treatment of calcaneal fracture of Sanders type Ⅱ. The finite element analysis method was used to study the effectiveness of the simulation treatment of Sanders type Ⅱ calcaneal fracture.Methods:A complete adult calcaneal specimen that was not affecting the normal quality of bone after teaching in the Department of Human Anatomy, Kangda College of Nanjing Medical University from 2021 to 2022 second semester was selected. A micro CT scan was performed to obtain data. The three-dimensional model of the calcaneus was reconstructed by the software of Mimics and Geomagic Wrap. The internal fixation and fracutre model were drawn using SolidWorks software. The obtained data were imported into the finite element analysis software for material assignment and meshing to obtain a three-dimensional finite element model. The load and boundary constraints were applied to each model to perform finite element analysis and calculation, and the stress and displacement of the model were extracted. Finally, the experimental screw placement of the calcaneus loading process was verified.Results:The three-dimensional model of calcaneal fracture had a high degree of appearance simulation, complete morphological structure, no defect, and was consistent with the size of the solid calcaneus. After surgical treatment, the anatomical reduction of each fracture model was good, the steel plate fit to the bone surface, and the screw did not protrude outside the model. There was no deformation or damage to the whole internal fixation, the grid division was clear, and the number was relatively uniform and consistent. The maximum stress in each type of calcaneal fracture model was in the internal fixation, and the overall stress was uniformly distributed in each component. The maximum displacement distance of each type of calcaneal fracture was less than 0.13 mm, and the angles and lengths of nails were accurate. The tip of the Kirschner wires was located in the sustentaculum tail. There was no rupture of the sustentaculum tali and no protrusion of the Kirschner wires.Conclusions:The internal fixation is an effective method to treat the Sanders type Ⅱ calcaneal fractures by using sustentaculum tail sustentacular screws.

OBJECTIVE: To review the application and research progress of artificial intelligence (AI) technology in trauma treatment. METHODS: The recent research literature on the application of AI and related technologies in trauma treatment was reviewed and summarized in terms of prehospital assistance, in-hospital emergency care, and post-traumatic stress disorder risk regression prediction, meanwhile, the development trend of AI technology in trauma treatment were outlooked. RESULTS: The AI technology can rapidly analyze and manage large amount of clinical data to help doctors identify patients' situation of trauma and predict the risk of possible complications more accurately. The application of AI technology in surgical assistance and robotic operations can achieve precise surgical plan and treatment, reduce surgical risks, and shorten the operation time, so as to improve the efficiency and long-term effectiveness of the trauma treatment. CONCLUSION There is a promising future for the application of AI technology in the trauma treatment. However, it is still in the stage of exploration and development, and there are many difficulties of historical data bias, application condition limitations, as well as ethical and moral issues need to be solved.
Humans ; Artificial Intelligence ; Operative Time ; Robotic Surgical Procedures ; Technology

Objective:To compare outcomes between standardized and misdiagnosis and mistreatment of osteosarcoma.Methods:A retrospective analysis of patients with high-grade osteosarcoma who received appropriate surgical treatment and chemotherapy (299 cases, control group) and those who were misdiagnosed (benign or infective) and received mistreatment (23 cases, study group) between January 2009 and December 2021. Gender, age, first operation mode, recurrence time, recurrence interval, metastasis time, metastasis interval, total survival time (months), survival status in the two group and tumor site reoperation mode in the study group were statistically analyzed. Further, chi-square test was performed for comparison of the clinical between two groups. The survival analysis was performed using Kaplan-Meier test and Log-rank test.Results:All the 322 patients were followed up. In the control group, the average follow-up time was 42 months (1-137 months), the average age was 24 years (3-80 years), male 184 cases, female 115 cases, and limb salvage rate was 85.3% (255/299). Seven patients underwent amputation, and the amputation rate was 17.7% (44/299). The recurrence rate was 8.4% (25/299), the average recurrence interval was 22.8 months (7-36 months), and the metastasis rate was 28.1% (85/299), the average metastasis time was 32.7 months (0-58 months). In the study group, the average of follow-up time was 30 months (9-117 months), the average age was 36 years (5-67 years), 17 males and 6 females. Among them, eleven patients were treated with limb salvage in the second stage, and the limb salvage rate was 47.8% (11/23). Seven patients underwent amputation, and the amputation rate was 30.4% (7/23). The recurrence rate was 26.1% (6/23), the average recurrence interval was 11 months (1-42 months), and the metastasis rate was 43.4% (10/23), the average metastasis time was 20.3 months (1-44 months). The 5-year survival rate was 50.7% in the study group and 56.1% in the control group. There was no significant difference between the two groups (χ 2=0.09, P=0.760). Conclusion:The overall prognosis of patients with high-grade osteosarcoma who receive active treatment after mistreatment is similar to that of patients with standardized treatment, but the recurrence and metastasis rate is higher, the recurrence time is earlier, and the amputation rate is higher.

Objective:To investigate the risk factors of diabetic kidney disease (DKD) in type 2 diabetes mellitus (T2DM) patients in plain-sand areas and loess hilly areas of Gansu province.Methods:A total of 1 599 T2DM patients who participated in chronic disease and risk factors monitoring and basic public health service management were selected by multi-stage stratified random sampling method in the sandy plain areas and loess hilly areas of Gansu province. Questionnaire survey, physical measurement and laboratory tests were performed. Multivariate binary logistic model was used to analyze the influencing factors.Results:The prevalence of DKD was 22.1% (174/787) among T2DM patients in the sandy plain areas and 19.1%(155/812) in the loess hilly area, respectively. Hypertension ( OR=3.022), hyperuricemia ( OR=2.114) and HbA1c≥7%( OR=2.231) were the risk factors for DKD in the plain-sand areas, and the risk of DKD increased with age. In the loess hilly areas, female sex ( OR=0.379) was the protective factor for DKD; while duration of disease≥10 years ( OR=2.476), hyperuricemia ( OR=1.907), HbA1c≥7% ( OR=1.927) were the risk factors for DKD; and the risk of DKD increased with the increase of age, and decreased with the increase of per capita monthly income. Conclusions:The prevalence of DKD and its influencing factors are different between sandy plain areas and loess hilly areas in Gansu province. The prevention and treatment of hypertension should be given more attention in sandy plain areas. In addition, the screening of DKD should be conducted among T2DM patients, particularly for those with old age, hyperuricemia and HbA1c≥7% in both areas of the province.