Objective:To construct a predictive model for mortality in patients with multiple trauma combined with thoracic injuries and evaluate its predictive value.Methods:A retrospective cohort study was conducted to analyze the clinical data of 184 patients with multiple trauma combined with thoracic injuries admitted to the International Zhuang Medicine Hospital Affiliated to Guangxi University of Chinese Medicine from April 2019 to December 2023, including 129 males and 55 females, aged 19-85 years [(46.1±13.7)years]. According to the prognostic outcomes at 3-month follow-up after discharge, the patients were divided into survival group ( n=145) and death group ( n=39). Data were recorded in both groups at admission, including gender, age, and cause of injury, laboratory tests such as systolic blood pressure, oxygen saturation (SaO 2), hemoglobin (Hb), neutrophil-to-lymphocyte ratio (NLR), and lactate, combined injuries such as the number of combined injuries, number of rib fracture, bilateral rib fracture, first-rib fracture, sternum fracture, thoracic vertebral fracture, bilateral pulmonary contusion, bilateral pneumothorax, subarachnoid hemorrhage, subdural hematoma, epidural hematoma, skull fracture, skull base fracture, cervical vertebral fracture, brain herniation, cerebral contusion, lumbar vertebral fracture, pelvic and abdominal cavity hematoma, liver injury, kidney injury, spleen injury, clavicle fracture, scapular fracture, femoral fracture, and pelvic fracture, and injury scores such as shock index (SI), modified shock index (MSI), injury severity score (ISS), revised trauma score (RTS), Glasgow coma score (GCS), and thoracic trauma severity (TTS) score. Univariate binary logistic regression analysis was used to screen for risk factors of death in patients with multiple trauma combined with thoracic injuries. LASSO regression and multivariate logistic regression analysis were employed to identify predictive variables and independent risk factors for mortality in those patients and to construct a regression equation. A nomogram prediction model based on the regression equation was developed using R language. Receiver operating characteristic (ROC) curves were plotted to evaluate the discrimination of the model. The ROC curves were internally validated using the Bootstrap method with 1 000 resamples. The calibration of the model was assessed using the Hosmer-Lemeshow (H-L) goodness-of-fit test. The clinical application value of the model was evaluated using decision curve analysis (DCA) and clinical impact curve (CIC) analysis. Results:There were statistically significant differences between the survival group and the death group in systolic blood pressure, SaO 2, NLR, lactate, number of combined injuries, subarachnoid hemorrhage, subdural hematoma, skull fracture, skull base fracture, brain herniation, liver injury, SI, MSI, ISS, RTS, GCS, and TTS ( P<0.05 or 0.01). The results of the univariate binary logistic regression analysis showed that the above-mentioned related variables except for systolic blood pressure were all significantly associated with death in patients with multiple trauma combined with thoracic injuries ( P<0.05 or 0.01). Five predictive variables, TTS, GCS, brain herniation, ISS, and lactate were obtained in LASSO regression analysis. The results of the multivariate logistic regression analysis showed that GCS ( OR=0.70, 95% CI 0.58, 0.83), brain herniation ( OR=46.18, 95% CI 4.27, 499.26), TTS ( OR=1.71, 95% CI 1.30, 2.24), and lactate ( OR=1.35, 95% CI 1.01, 1.80) were independent risk factors for death in patients with multiple trauma combined with thoracic injuries ( P<0.05 or 0.01). Based on the aforementioned independent risk factors, a regression formula was constructed as follows: P=e x/(1+e x), with the x=-0.36×"GCS"+3.83×"brain herniation"+0.53×"TTS"+0.30×"lactate levels"-11.03. The area under the ROC curve (AUC) of the predictive model for mortality in patients with multiple trauma combined with thoracic injuries based on the equation was 0.97 (95% CI 0.93, 1.00). The AUC was internally validated using the Bootstrap method with 1 000 samples, resulting in an AUC of 0.97 (95% CI 0.91, 1.00). The results of the H-L goodness-of-fit test showed that the bias-corrected calibration curve of the model was in good consistence with the actual curve and both of them were close to the ideal curve. In the evaluation of the clinical application value of the predictive model, the DCA results showed that the predictive model could achieve good clinical net benefit. The CIC results showed that when the threshold probability was greater than 0.7, the model-identified high-risk patients for death highly matched the patients who actually died. Conclusion:The predictive model for mortality in patients with multiple trauma combined with thoracic injuries based on GCS, brain herniation, TTS, and lactate has good predictive performance and clinical application value.

Objective:To construct a predictive model for mortality in patients with multiple trauma combined with thoracic injuries and evaluate its predictive value.Methods:A retrospective cohort study was conducted to analyze the clinical data of 184 patients with multiple trauma combined with thoracic injuries admitted to the International Zhuang Medicine Hospital Affiliated to Guangxi University of Chinese Medicine from April 2019 to December 2023, including 129 males and 55 females, aged 19-85 years [(46.1±13.7)years]. According to the prognostic outcomes at 3-month follow-up after discharge, the patients were divided into survival group ( n=145) and death group ( n=39). Data were recorded in both groups at admission, including gender, age, and cause of injury, laboratory tests such as systolic blood pressure, oxygen saturation (SaO 2), hemoglobin (Hb), neutrophil-to-lymphocyte ratio (NLR), and lactate, combined injuries such as the number of combined injuries, number of rib fracture, bilateral rib fracture, first-rib fracture, sternum fracture, thoracic vertebral fracture, bilateral pulmonary contusion, bilateral pneumothorax, subarachnoid hemorrhage, subdural hematoma, epidural hematoma, skull fracture, skull base fracture, cervical vertebral fracture, brain herniation, cerebral contusion, lumbar vertebral fracture, pelvic and abdominal cavity hematoma, liver injury, kidney injury, spleen injury, clavicle fracture, scapular fracture, femoral fracture, and pelvic fracture, and injury scores such as shock index (SI), modified shock index (MSI), injury severity score (ISS), revised trauma score (RTS), Glasgow coma score (GCS), and thoracic trauma severity (TTS) score. Univariate binary logistic regression analysis was used to screen for risk factors of death in patients with multiple trauma combined with thoracic injuries. LASSO regression and multivariate logistic regression analysis were employed to identify predictive variables and independent risk factors for mortality in those patients and to construct a regression equation. A nomogram prediction model based on the regression equation was developed using R language. Receiver operating characteristic (ROC) curves were plotted to evaluate the discrimination of the model. The ROC curves were internally validated using the Bootstrap method with 1 000 resamples. The calibration of the model was assessed using the Hosmer-Lemeshow (H-L) goodness-of-fit test. The clinical application value of the model was evaluated using decision curve analysis (DCA) and clinical impact curve (CIC) analysis. Results:There were statistically significant differences between the survival group and the death group in systolic blood pressure, SaO 2, NLR, lactate, number of combined injuries, subarachnoid hemorrhage, subdural hematoma, skull fracture, skull base fracture, brain herniation, liver injury, SI, MSI, ISS, RTS, GCS, and TTS ( P<0.05 or 0.01). The results of the univariate binary logistic regression analysis showed that the above-mentioned related variables except for systolic blood pressure were all significantly associated with death in patients with multiple trauma combined with thoracic injuries ( P<0.05 or 0.01). Five predictive variables, TTS, GCS, brain herniation, ISS, and lactate were obtained in LASSO regression analysis. The results of the multivariate logistic regression analysis showed that GCS ( OR=0.70, 95% CI 0.58, 0.83), brain herniation ( OR=46.18, 95% CI 4.27, 499.26), TTS ( OR=1.71, 95% CI 1.30, 2.24), and lactate ( OR=1.35, 95% CI 1.01, 1.80) were independent risk factors for death in patients with multiple trauma combined with thoracic injuries ( P<0.05 or 0.01). Based on the aforementioned independent risk factors, a regression formula was constructed as follows: P=e x/(1+e x), with the x=-0.36×"GCS"+3.83×"brain herniation"+0.53×"TTS"+0.30×"lactate levels"-11.03. The area under the ROC curve (AUC) of the predictive model for mortality in patients with multiple trauma combined with thoracic injuries based on the equation was 0.97 (95% CI 0.93, 1.00). The AUC was internally validated using the Bootstrap method with 1 000 samples, resulting in an AUC of 0.97 (95% CI 0.91, 1.00). The results of the H-L goodness-of-fit test showed that the bias-corrected calibration curve of the model was in good consistence with the actual curve and both of them were close to the ideal curve. In the evaluation of the clinical application value of the predictive model, the DCA results showed that the predictive model could achieve good clinical net benefit. The CIC results showed that when the threshold probability was greater than 0.7, the model-identified high-risk patients for death highly matched the patients who actually died. Conclusion:The predictive model for mortality in patients with multiple trauma combined with thoracic injuries based on GCS, brain herniation, TTS, and lactate has good predictive performance and clinical application value.

INTRODUCTION: Detection of neurological conditions is of high importance in the current context of increasingly ageing populations. Imaging of the retina and the optic nerve head represents a unique opportunity to detect brain diseases, but requires specific human expertise. We review the current outcomes of artificial intelligence (AI) methods applied to retinal imaging for the detection of neurological and neuro-ophthalmic conditions. METHOD: Current and emerging concepts related to the detection of neurological conditions, using AI-based investigations of the retina in patients with brain disease were examined and summarised. RESULTS: Papilloedema due to intracranial hypertension can be accurately identified with deep learning on standard retinal imaging at a human expert level. Emerging studies suggest that patients with Alzheimer's disease can be discriminated from cognitively normal individuals, using AI applied to retinal images. CONCLUSION Recent AI-based systems dedicated to scalable retinal imaging have opened new perspectives for the detection of brain conditions directly or indirectly affecting retinal structures. However, further validation and implementation studies are required to better understand their potential value in clinical practice.
Humans ; Artificial Intelligence ; Brain/diagnostic imaging* ; Retina ; Optic Disk ; Aging

Objective:To explore the outcomes of T?nnis triple osteotomy for developmental dysplasia of the hip (DDH) in older children.Methods:Clinical data of 21 children (22 hips, 12 left and 10 right hips) treated by T?nnis triple osteotomy from October 2016 to June 2019 were retrospectively analyzed.There were 8 males and 13 females with a mean age of operation at 13.5 (8.6-16.8) years.Based on the T?nnis classification, all the cases were in Grade Ⅰ.Statistical analysis was performed using the SPSS 22.0 statistical software.Results:All recruited patients were followed up for 1.5-3.5 years.Compared with preoperative values and those at the last follow-up visit, the mean Sharp acetabular angle of the affected side recovered from 53.5°±5.2° to 40.8°±2.3°.The mean center-edge angle increased from 10.5°±2.9° to 35.4°±5.6°.The mean acetabular roof angle decreased from 38.6°±2.8° to 6.7°±1.3°.The mean acetabular head index enhanced from (54.3±5.2)% to (86.2±2.7)%.The differences between the preoperative and postoperative values were statistically significant ( t=24.3, 17.6, 50.1, 27.5; all P<0.05). According to the Harris classification, there were 17, 3 and 2 hips achieved excellent, good and fair outcomes at the last follow-up visit, respectively, with the percentage of excellent and good outcomes up to 90.9%(20/22 hips). Accor-ding to the Severin radiographic classification, 8, 12 and 2 hips were in grade Ⅰ, Ⅱ, and Ⅲ, respectively, with the percentage of excellent and good hips at 90.9%(20/22 hips). At the last follow-up visit, the bone healing of iliac and pubic bones was well, and the nonunion of ischial bones were reported in 3 cases (13.6%). Conclusion:The outcome of the T?nnis triple osteotomy is satisfactory for DDH in older children.

Objective:To analyze the curative effect of locking compression pediatric hip plate (LCH-PHP) in the treatment tumor-like lesions of femoral neck in children.Methods:From January 2012 to June 2019, 45 children with Erol type Ⅱ-Ⅳ tumor-like lesions of femoral neck were retrospectively analyzed, involving 32 males and 13 females, aged 2-14 years.Among them, 27 cases were simple bone cyst, 15 cases were fibrous dysplasia, 3 cases were Langerhans histiocytosis, and 17 cases were accompanied with pathological fracture.Patients without pathological fracture were divided into 2 groups according to different surgical methods: lesion removal and bone grafting+ LCH-PHP preventive fixation group (group A) and lesion removal and bone grafting group (group B). Patients with pathological fracture were divided into 2 groups according to the different surgical methods: lesion removal and bone grafting+ LCH-PHP fixation and reduction group (group C) and lesion removal and bone grafting group (group D). The loss of femoral neck-stem angle, healing time and Musculoskeletal Tumor Society (MSTS) scores were compared between group A and group B. Changes of femoral neck-stem angle were compared between group C and group D at postoperative 1 day and the last follow-up.Results:Forty-five patients were followed up for an average of 2.6 (1-4) years.The loss of femoral neck-stem angle in group A and group B were (0.50 ± 0.45)°, and (2.26 ± 1.64)°, which was significantly different ( t=-3.193, P<0.05). There were no significant differences in the healing condition, healing time and MSTS scores at the last follow-up between group A and group B(all P>0.05). In group C, the ipsilateral femoral neck-stem angle at the postoperative 1 day and the last follow-up were (133.67±4.53)°and (133.00±4.32)°, respectively, which was comparable ( P>0.05). In group D, the ipsilateral femoral neck-stem angle at the postoperative 1 day and the last follow-up were (133.36±7.82)°and (130.63±8.24)°, respectively, which was significantly different ( t=7.11, P<0.05). Conclusions:LCH-PHP fixation can effectively maintain the femoral neck-stem angle and prevent the occurrence of pathological fracture children with Erol Ⅱ-Ⅳ tumor-like lesions of femoral neck.

Objective:To evaluate the clinical efficacy of multi-disciplinary single center's CCCG-HB-2016 regimen in the treatment of hepatoblastoma (HB) in children.Methods:Clinical data of 36 HB patients treated with CCCG-HB-2016 program from Aug 2016 to March 2020 were analyzed.Results:These 36 patients included 20 boys and 16 girls. The serum AFP was all higher than 2 792 ng/ml,there was a correlation between AFP and tumor risk stratification ( H=14.973, P<0.05). Twenty eight cases (77.78%) were epithelial type and 8 cases (22.22%) were mixed epithelial mesenchymal type.All children were treated by tumor resection combined with chemotherapy, and there was a correlation between tumor risk stratification and surgical resection of liver lobe ( H=8.847, P<0.05). The probability of bone marrow suppression in the low-risk group was 58.33% (35/60),that in the intermediate-risk group was 73.49% (61/83) and in the high-risk group was 80.23% (69/86).All 36 cases were followed up to March 31, 2020,with an average follow-up of 21.9 months and the median survival was 22.5 months.The overall survival rate (OS) and event-free survival rate (EFS) were 97.2% and 83.3% respectively. Conclusions:The multidisciplinary CCCG-HB-2016 regimen was with a high success rate and along with a high incidence of bone marrow suppression.

Objective:To assess the clinical effect of retrograde elastic stable intramedullary nailing(ESIN) in distal humerus metaphysis-diaphyseal junction fractures in children.Methods:A total of 14 cases of children with distal humerus metaphysis-diaphyseal junction fractures treated by retrograde ESIN in Children′s Hospital of Nanjing Medical University from January 2016 to December 2018 were retrospectively analyzed.There were 9 males and 5 females, aged 3.0-13.2 years old(median: 6.4 years old). Nine cases had fractures on the left side and 5 cases on the right side.Two prebent ESINs were inserted into the proximal humerus metaphysis through the humerus marrow cavity from medial and lateral sides of the distal humerus respectively after the closed/open reduction of fractures.After surgery, the shoulder abductor stent or long arm plaster was used for fixation post-operatively.X - ray examination was performed at regular post-operative follow-up.The stability of internal fixation was analyzed by measuring the Baumann angle and checking whether humeral anterior lines passed through capitulum humeri in lateral radiographs immediately after the surgery and at the last follow-up.Meanwhile, efficacy was evaluated according to Flynn functional evaluation criteria.Results:All the 14 patients in this group were followed up for 10-27 months after the operation, with an average of 18.4 months.The Baumann angle was within the normal range at both the end of the operation and the last follow-up, and no significant difference was observed.Lateral radiographs showed humeral anterior lines passed through the capitulum humeri.According to Flynn functional scores, there were 13 excellent cases and 1 good case.No wound infection, intramedullary nailing displacement, Volkmann contracture, cubital varus deformity, or iatrogenic nerve injury occurred in any of the children.Conclusion:Retrograde ESIN technique is a safe and reliable treatment for children with distal humerus metaphysis-diaphyseal junction fractures.

Objective: To summarize the clinical data of elastic stable intramedullary nailing(ESIN) in the treatment of long bone fracture of children in a single medical center, and to analyze the problems occurred after the ESIN surgery and corresponding solutions. Methods: A retrospective analysis was conducted regarding the clinical data of 2 133 pediatric long bone fractures conforming to inclusion and exclusion criteria from June, 2005 to December, 2017 in Department of Orthopedics, Children′s Hospital of Nanjing Medical University.There were 1 191 boys and 942 girls, aged from 23 months to 14 years with mean age of (5.7 ± 3.1)years.There were 1 866 cases treated with closed reduction with ESIN, while 267 cases were treated with small incision assisted reduction with ESIN.Postoperative problems have been statistically analyzed. Results: There were altogether 2 133 children, including 603 cases of femur, 311 cases of tibia, 8 cases of fibula, 219 cases of humerus, and 992 cases of ulna/radius.The postoperative complications mainly consist of 62 cases of needle tail irritation reaction, 21 cases of misalignments of fracture alignment, 11 cases of intramedullary nail deformity or angular deformity, 7 cases of limb shortening, 14 cases of limited joint activity, 4 cases of nerve injury, 2 cases of tendon injury, 14 cases of difficult nail removal, 4 cases of cortical cleavage, 8 cases of delayed union, 1 case of nonunion, 6 cases of varus/valgus deformity, 5 cases of epiphyseal injury, 6 cases of ESIN exposure, and 2 cases of metal debris of ESIN′ end. Conclusions The complications of treatment for children with long bone fractures by ESIN cannot be ignored.To master the important biomechanical properties, to get familiar with the local anatomy and to avoid obvious technical errors can reduce the occurrence of postoperative complications.

Periodontitis is a common infectious disease that is harmful to human oral health and is the main cause of tooth loss. Periodontal inflammation can damage the integrity of the epithelium, causing periodontal pathogens to spread to the systemic circulation, and the periodontal pocket contains a large number of inflammatory mediators, especially those related to chronic inflammation, such as tumor necrosis factor-α, interleukins and prostaglandins, which will enter the blood circulation system from periodontal pocket and cause systemic inflammatory response. Periodontitis is closely related to the occurrence and development of systemic diseases, including cardiovascular, endocrine, respiratory, immune, and nervous systems. Inflammatory responses and inflammatory factors may be the mechanism of the association between periodontitis and multiple systemic diseases. This article reviews the current research on the relationship between periodontitis and systemic disease.

Objective To compare the clinical efficacy of three internal fixation techniques,namely K-wire,hollow screw and pediatric hip locking compression plate (LCP),for treating displaced femoral neck fractures in children.Methods The clinical data of 56 patients treated from January 2010 to August 2015 were retrospectively analyzed by case-control study.All the patients received open reduction after unsuccessful closed reduction.According to the methods of internal fixation,the patients were divided into K-wire group (18 cases),hollow screw group (21 cases) and LCP group (17 cases).Operation time,intraoperative blood loss,neck-shaft reduction,bone union time,and complications after surgery were recorded.Ratliff and Harris scores at final follow-up visit were evaluated.Results In K-wire group,hollow screw group and LCP group,the operation times were respective(74.2 ± 12.9) min,(90.2 ± 18.9) min and (125.1 ± 20.6) min,the intraoperative blood loss of the three groups were respective (27.3 ± 15.4) ml,(32.4 ± 18.7) ml and (57.7 ± 22.1) ml,and the neck shaft reduction of the three groups were respective (3.74 ± 0.80) °,(2.96 ± 0.74) ° and (1.22 ± 0.39) °.K-wire group were superior to other two groups in operation time and intraoperative blood loss,and PHP group were better than the other two groups in prevention of neck-shaft reduction(P ＜ 0.05).There was one case in K-wire group with bone nonunion combined with hip varus.In K-wire group,hollow screw group and LCP group,the avascular necrosis were 11％,14％ and 12％,respectively (P ＞ 0.05).There were no statistically significant differences in follow-up time,bone union time,and Ratliff as well as Harris scores among the three groups (P ＞ 0.05).The case of epiphyseal premature closure,iatrogenic injury of blood vessel and nerve as well as osteo-fascial compartment syndrome was not observed after surgery.None of the patients had epiphyseal close,neurovascular injury and osteofacial compartment syndrome.Conclusions All three internal fixation techniques can have good clinical results in children with displaced femoral neck fractures after unsuccessful closed reduction.K-wire has advantages of less blood loss,shorter operation time and easier handling.Hollow screw has no obvious advantages or disadvantages in intraoperative situation and postoperative complications.Pediatric hip LCP can reduce the loss of neck-shaft angle and decrease the occurrence of hip varus.