Objective To develop a personalized recommendation strategy for tranexamic acid administration during the perioperative period of orthopedic surgery based on machine learning,aiming to reduce perioperative bleeding and related complications and improving clinical outcomes.Methods A total of 11 727 patients undergoing orthopedic surgery from the INSPIRE database were subjected in this study.Missing data were handled using multiple imputation methods,and relevant feature variables were screened using Boruta analysis.We constructed various machine learning models,including Gradient Boosting Machine(GBM),Generalized Linear Model(GLM),eXtreme Gradient Boosting(XGBoost),K-Nearest Neighbors(KNN),Neural Network(NNET),Naive Bayes(NB),and Random Forest(RF),to evaluate their performance in predicting intraoperative bleeding and prolonged postoperative length of hospital stay.The optimal model was then selected and further integrated using a weighted ensemble,aiming to achieve the best prognosis by recommending usage strategies for tranexamic acid.The predictive performance of the constructed model was then verified against the testing set,and compared with the physician decision-making to complete the evaluation.Results In predicting intraoperative bleeding,the RF model achieved an area under the receiver operating characteristic curve(AUC)of 0.73,which was significantly better than other models.In predicting the prolonged postoperative length of hospital stay,the XGBoost model performed the best,with an AUC value of 0.84.Based on the above best-performing models,an ensemble strategy was implemented.The patients who followed the recommended strategy had reduced intraoperative bleeding and shorter postoperative length of hospital stay.Conclusion The use of tranexamic acid is associated with intraoperative bleeding and postoperative length of hospital stay.Personalized decision-making recommendation based on our constructed model can effectively improve the outcomes of the patients undergoing orthopedic surgery.

Objective:To explore the relevant anatomical factors in the pathogenesis of chronic dacryocystitis based on CT radiomics. Methods:A retrospective analysis was conducted on the general data and sinus CT materials of 85 patients with chronic dacryocystitis（case group） admitted to our department from December 2020 to December 2023, and 85 individuals undergoing physical examination（control group） during the same period. The differences in anatomical parameters between the two groups were compared to study the morphological characteristics of the nasolacrimal duct in patients with chronic dacryocystitis. Univariate and multivariate logistic regression analyses were used to explore the relevant anatomical factors in the pathogenesis of chronic dacryocystitis. Results:There were statistically significant differences（P<0.05） in the proportion of combined nasal septal deviation, the distance between the anterior and posterior ridges of the lacrimal fossa, the angle between the long axis of the nasolacrimal duct and the projection on the midsagittal plane, the maximum transverse diameter of the bony nasolacrimal duct, the maximum cross-sectional area of the bony nasolacrimal duct, and the thickness of the frontal process of the maxilla between the two groups. There were no statistically significant differences（P>0.05） in whether there was a combined high-position nasal septal deviation, whether there was a combined non-high-position nasal septal deviation, and whether there was a combined pneumatized middle turbinate. Multivariate analysis showed that nasal septal deviation, the distance between the anterior and posterior ridges of the lacrimal fossa, the angle between the long axis of the nasolacrimal duct and the projection on the midsagittal plane, and the maximum cross-sectional area of the bony nasolacrimal duct are independent anatomical factors affecting the pathogenesis of chronic dacryocystitis. Conclusion:Nasal septal deviation, a large distance between the anterior and posterior ridges of the lacrimal fossa, a large angle between the long axis of the nasolacrimal duct and the projection on the midsagittal plane, and a small maximum transverse diameter of the bony nasolacrimal duct are important anatomical bases for the pathogenesis of chronic dacryocystitis, providing a basis for an in-depth understanding of the disease occurrence.
Humans ; Retrospective Studies ; Male ; Female ; Dacryocystitis/diagnostic imaging* ; Tomography, X-Ray Computed/methods* ; Nasolacrimal Duct/diagnostic imaging* ; Chronic Disease ; Nasal Septum/diagnostic imaging* ; Middle Aged ; Adult ; Radiomics

The comparison between traditional Chinese medicine Jinzhen oral liquid (JZOL) and Western medicine in treating children with acute bronchitis (AB) showed encouraging outcomes. This trial evaluated the efficacy and safety of the JZOL for improving cough and expectoration in children with AB. 480 children were randomly assigned to take JZOL or ambroxol hydrochloride and clenbuterol hydrochloride oral solution for 7 days. The primary outcome was time-to-cough resolution. The median time-to-cough resolution in both groups was 5.0 days and the antitussive onset median time was only 1 day. This randomized controlled trial showed that JZOL was not inferior to cough suppressant and phlegm resolving western medicine in treating cough and sputum and could comprehensively treat respiratory and systemic discomfort symptoms. Combined with clinical trials, the mechanism of JZOL against AB was uncovered by network target analysis, it was found that the pathways in TRP channels like IL-1β/IL1R/TRPV1/TRPA1, NGF/TrkA/TRPV1/TRPA1, and PGE2/EP/PKA/TRPV1/TRPA1 might play important roles. Animal experiments further confirmed that inflammation and the immune regulatory effect of JZOL in the treatment of AB were of vital importance and TRP channels were the key mechanism of action.

Objective:To investigate the treatment and prognosis of patients of G3 non-functional pancreatic neuroendocrine tumors (pNETs) with proliferation index of Ki-67 <55%.Methods:The retrospective and descriptive study was conducted. The clinicopathological data of 15 G3 non-functional pNETs patients with proliferation index of Ki-67<55% who were admitted to Zhongshan Hospital of Fudan University from April 2014 to April 2020 were collected. There were 11 males and 4 females, aged (58±10)years. All patients underwent radical resection of the primary lesion. Obser-vation indicators: (1) treatment; (2) postoperative pathological characteristics; (3) follow-up. Measure-ment data with normal distribution were represented as Mean± SD, and measurement data with skewed distribution were represented as M( Q1, Q3) or M(range). Count data were described as absolute numbers. The Pearson correlation analysis was used to verify the correlation between variables. Kaplan-Meier method was used to draw survival curve and calculate survival rate. Log-Rank test was used for survival analysis. Results:(1) Treatment. All 15 G3 nonfunctional pNETs patients underwent radical resection of the primary lesion of pancreas, including 5 cases receiving pancreati-coduodenectomy, 10 cases receiving distal pancreatectomy with splenectomy. There were 5 patients with simultaneous liver oligometastasis who underwent combined segmental (lobectomy) hepatectomy. All 15 patients had negative tumor margin, and the operation time and volume of intraoperative blood loss of 15 patients was 120(90,210)minutes and 200(50,300)mL, respectively. None of patient had complications ≥Ⅲ grade of the Clavien-Dindo classification during the postoperative 30 days. Of the 15 patients, there were 5 cases receiving comprehensive treatment based on CAPTEM chemo-therapy (temozolomide combined with capecitabine), 2 cases receiving local interventional therapy, 2 cases receiving CAPTEM chemotherapy, 1 case receiving local interventional therapy combined with molecular targeted therapy, 1 case receiving local interventional therapy combined with long acting somatostatin therapy, 1 cases receiving long acting somatostatin therapy combined with molecular targeted therapy, and 3 cases without postoperative treatment. (2) Postoperative patholo-gical characteristics. The tumor diameter of 15 patients was 3.3(range, 0.5-6.0)cm. There were 2 cases with tumor diameter <2 cm, 13 cases with tumor diameter ≥2 cm. The number of lymph nodes dissected and number of lymph nodes metastatic was 6(4, 10) and 2(1,3) in 15 patients, respectively, including 12 cases with positive lymph node metastasis. Of the 15 patients, there were 5 cases with tumor invasion of adjacent organ, 5 cases with simultaneous liver metastasis, 8 cases with perineural invasion and 8 cases with vascular invasion. There were 3, 7, and 5 patients with stage Ⅱ, stage Ⅲ, and stage Ⅳ of pathological TNM staging, respectively. The proliferation index of Ki-67 and mitotic count was 32%±9% and (11±9)/10 high power field in the primary lesion of 15 patients, respectively, and there was no correlation between proliferation index of Ki-67 and mitotic count ( P>0.05). (3) Follow-up. All 15 patients were followed up after surgery for (55±24)months. The median survival time of 15 patients was 78(range, 43-113)months, with 1-, 3-, 5-year overall survival rate as 100%, 92%, 62%, respectively. During the follow up, 9 of the 15 patients underwent tumor recurrence, with the recurrence time as 20(14, 44)months. There were 8 patients died of tumor recurrence or metastasis. The median survival time was 86(range, 51-120)months in 5 patients receiving comprehensive treatment based on CAPTEM chemotherapy, versus 53(range, 45-60)months in 10 patients receiving other postoperative adjuvant therapy or without postoperative treatment, showing a significant difference between them ( χ2=4.21, P<0.05). Conclusion:The prognosis of patients of G3 nonfunctional pNETs with proliferation index of Ki-67<55% undergoing radical resection combined with postoperative comprehensive treatment based on CAPTEM chemotherapy in better than that of patients receiving other postoperative adjuvant therapy or without posto-perative treatment.

Objective:To investigate the clinical effect of the repair and reconstruction of severe foot trauma by microsurgical methods.Methods:Patients with severe foot trauma were admitted to Xinhua Hospital (Chongming), Affiliated with Shanghai Jiao Tong University School of Medicine, and Taizhou Hospital, Affiliated with Wenzhou Medical University in Zhejiang Province from November 2008 to October 2019. All patients were treated with orthotopic replantation using microsurgical anastomosis in emergency and precise microsurgical reconstruction in the second stage. A retrospective analysis of the clinical effect of the reconstructed appearance and function was performed. The evaluation and surgical design were carried out according to the characteristics of the injury site, range, plane, degree, etc., and adequate debridement and orthotopic replantation of residual tissue was performed under the microscope in emergency. Then regular follow-up was conducted to evaluate the postoperative efficacy, the degree of foot swelling, and the observation of foot activity and function.Results:A total of 23 patients with severe foot trauma were enrolled, including 15 males and 8 females, aged from 17 to 69 years old, with an average of 38.5 years old. Among them were the left foot in 10 cases and the right foot in 13 cases. 15 of the 23 patients survived orthotopic replantation. 2 cases of medial plantar skin necrosis were treated by skin graft in the second stage, 1 case of heel skin necrosis and 2 cases of anterior plantar skin necrosis with infection were repaired by flaps, and 3 cases of dorsal skin necrosis with infection combined with bone defect were repaired by flaps or osteocutaneous flap. After the operation, 23 patients were followed up for 6 to 48 months, with an average of 18.5 months. The wounds were completely healed, the color and elasticity were close to the surrounding normal skin, and there was no apparent swelling deformity on foot. The sensory function of the foot was all restored to grades S3-S4, with a small scar, and they walked freely without noticeable limping. The efficacy was evaluated according to a survival situation, color elasticity, appearance and morphology, donor scar, skin sensation, infection control, and patient recognition. 16 cases were satisfied with the outcomes, and 7 reported moderate. Skin swelling rating in the early stage was 1st degree in 3 cases, 2nd degree in 10 cases, 3rd degree in 8 cases, 4th degree in 2 cases; in the later stage was 1st degree in 15 cases, 2nd degree in 6 cases, 3rd degree in 2 cases. Foot function is assessed by the degree of postoperative pain, function of flexion and extension, degree of deformity, and walking ability, which is excellent in 3 cases, good in 13 cases, general in 7 cases, with a reasonable rate of about 69.6%(16/23).Conclusions:The microsurgical technique is one of the most effective methods to repair and reconstruct the function and appearance of the foot with severe trauma for now.

Objective:To investigate the clinical effect of the repair and reconstruction of severe foot trauma by microsurgical methods.Methods:Patients with severe foot trauma were admitted to Xinhua Hospital (Chongming), Affiliated with Shanghai Jiao Tong University School of Medicine, and Taizhou Hospital, Affiliated with Wenzhou Medical University in Zhejiang Province from November 2008 to October 2019. All patients were treated with orthotopic replantation using microsurgical anastomosis in emergency and precise microsurgical reconstruction in the second stage. A retrospective analysis of the clinical effect of the reconstructed appearance and function was performed. The evaluation and surgical design were carried out according to the characteristics of the injury site, range, plane, degree, etc., and adequate debridement and orthotopic replantation of residual tissue was performed under the microscope in emergency. Then regular follow-up was conducted to evaluate the postoperative efficacy, the degree of foot swelling, and the observation of foot activity and function.Results:A total of 23 patients with severe foot trauma were enrolled, including 15 males and 8 females, aged from 17 to 69 years old, with an average of 38.5 years old. Among them were the left foot in 10 cases and the right foot in 13 cases. 15 of the 23 patients survived orthotopic replantation. 2 cases of medial plantar skin necrosis were treated by skin graft in the second stage, 1 case of heel skin necrosis and 2 cases of anterior plantar skin necrosis with infection were repaired by flaps, and 3 cases of dorsal skin necrosis with infection combined with bone defect were repaired by flaps or osteocutaneous flap. After the operation, 23 patients were followed up for 6 to 48 months, with an average of 18.5 months. The wounds were completely healed, the color and elasticity were close to the surrounding normal skin, and there was no apparent swelling deformity on foot. The sensory function of the foot was all restored to grades S3-S4, with a small scar, and they walked freely without noticeable limping. The efficacy was evaluated according to a survival situation, color elasticity, appearance and morphology, donor scar, skin sensation, infection control, and patient recognition. 16 cases were satisfied with the outcomes, and 7 reported moderate. Skin swelling rating in the early stage was 1st degree in 3 cases, 2nd degree in 10 cases, 3rd degree in 8 cases, 4th degree in 2 cases; in the later stage was 1st degree in 15 cases, 2nd degree in 6 cases, 3rd degree in 2 cases. Foot function is assessed by the degree of postoperative pain, function of flexion and extension, degree of deformity, and walking ability, which is excellent in 3 cases, good in 13 cases, general in 7 cases, with a reasonable rate of about 69.6%(16/23).Conclusions:The microsurgical technique is one of the most effective methods to repair and reconstruct the function and appearance of the foot with severe trauma for now.

Objective: To investigate clinicopathological features and prognostic factors of gastric neuroendocrine tumors (G-NEN). Methods: Clinical and pathological data of patients with G-NEN diagnosed by pathological examination in Chinese PLA General Hospital from January 2000 to June 2018 were retrospectively analyzed in this case-control study. Patients with complicated visceral lesions, other visceral primary tumors, mental disorders and incomplete clinicopathological data were excluded. Finally, 240 hospitalized patients who met the inclusion criteria were enrolled. Physical examination information, tumor characteristics and pathological characteristics of patients were summarized. The Cox regression models were used to analyze the risk factors affecting G-NEN and the survival conditions were described by Kaplan-Meier survival curves and log-rank test. Results: In 240 patients with G-NEN, the mean age was (60.3±10.1) years; 181 were male (75.4%) and 59 females (24.6%); mean tumor diameter was (4.2±2.8) cm; 51 cases (21.2%) were neuroendocrine tumor (NET), 139 cases (57.9%) neuroendocrine carcinoma (NEC), 50 cases (20.8%) mixed neuroendocrine carcinoma (MANEC); 28 cases (11.7%) were G1 low grades, 34 cases (14.2%) G2 medium grades, and 178 cases (74.2%) G3 high grades; tumor infiltration depth T1 to T4 were 44 cases (18.3%), 27 cases (11.2%), 60 cases (25.0%) and 109 cases (45.4%) respectively; 163 cases (67.9%) developed lymphatic metastasis and 46 patients (19.2%) distant metastasis; tumor stage from stage I to stage IV were 55 cases (22.9%), 42 cases (17.5%), 94 cases (39.2%) and 53 cases (22.1%) respectively. Of the 240 G-NEN patients, 223 cases (92.9%) were followed up. The median survival time of the patients was 39.2 (95% CI: 29.1 to 47.5) months. Univariate survival analysis showed that age ≥ 60 years, tumor diameter ≥ 4.2 cm, tumor grade G3, lymphatic metastasis, distant metastasis, and tumor stage III-IV were risk factors for G-NEN patients. Multivariate survival analysis revealed that lymphatic metastasis (HR=1.783, 95%CI: 1.007-3.155, P=0.047) and distant metastasis (HR=2.288, 95% CI: 1.307-4.008, P=0.004) were independent risk factors of the prognosis. Further analysis of the G3 subgroup of G-NEN showed that the 5-year survival rate of NET-G3 was 76.19%, which was significantly higher than that of NEC-G3 and MANEC-G3 (15.60% and 24.73%, P=0.012). Conclusions Most G-NEN patients are in advanced stage at diagnosis. Lymphatic metastasis and distant metastasis indicate poor prognosis. The prognosis of high proliferation NET-G3 patients is better as compared to those of NEC-G3 and MANEC-G3. This classification is worth further attention.

Objective:To introduce ulnar shortening oblique osteotomy combined with arthroscopy technique for ulnar impaction syndrome and to evaluate the outcomes.Methods:From August 2012 to January 2015, data of 25 cases with ulnar impaction syndrome who were treated in our hospital with oblique osteotomy of the ulna and internal fixation were retrospectively analyzed. There were 14 males and 11 females with an average age of 32.5±4.9 years old (range, 18-62 years). All 25 cases had wrist triangular fibrocartilage complex (TFCC) injuries. Intraoperative arthroscopy was conducted to investigate the pathologic changes of the articular disk of the triangular fibrocartilage complex (TFCC), chondromalacia of the lunate and triquetrum, and tears of the lunotriquetral interosseous ligament (LTIL), debridement of the synovial membrane and the free edge of the central perforation of TFCC, to remove the cartilage from the lunate and triangular bone, and to perform oblique osteotomy of the ulna and internal fixation after repairing of TFCC ulnar tear. We evaluated the outcomes by means of comparing the postoperative values of modified Mayo and visual analogue scale (VAS).Results:There were 5 cases of IB, 5 of IIA, 7 of IIB, 4 of IIC, 4 of IID according to Palmer's classification. All 25 cases were followed-up for 24.6±1.9 months (range, 12-46 months). All patients achieved bone healing with an average of 14.0±1.9 weeks (range, 12-20 weeks). The mean value of preoperative ulnar variation was 3.8 ±1.5 mm which decreased to -1.5±0.5 mm after operation. The preoperative VAS was 7.8±0.7 which decreased to 1.3±1.5 at the latest follow-up. The modified Mayo value increased from 52.8±15.8 to 83.0±11.2. There were 19 cases with excellent wrist function, 5 good and 1 fair. The excellent-good rate was 96% (24/25). Grip strength value increased from 6.3±1.5 kg preoperative to 12.3±1.9 kg postoperative. There was no postoperative infection, delayed or nonunion of bone, but irritation of steel plate appeared in 10 patients, which disappeared after the removal of the steel plate.Conclusion:Arthroscopy combined with ulnar shortening oblique osteotomy technique for ulnar impaction syndrome can reduce wrist pain, increase hand grip strength, improve the activity of the wrist joint, and the clinical effect is positive.

Objective:To investigate the microsurgical anatomy of thoracodorsal artery perforators, and the clinical effect in repairing the soft tissue defect of hand with the thoracodorsal artery perforator flap (TAP).Methods:From October, 2014 to November, 2014, the axillary arteries in 10 thoracodorsal specimens were perfused with red latex. The number and diameter of the perforators of the thoracodorsal arteries were mearsured. From January, 2015 to February, 2019, 52 cases of soft tissue defects in hand combined with bone and extensor tendon exposure were repaired with TAP. The patients were followed-up in outpatient department to observe the clinical efficacy.Results:The number of perforators of thoracodorsal artery was 2-4 mostly, and 3 perforators was the most. The diameter of perforators was 0.22-0.68 mm, and the distance between the perforating point and the posterior axillary wall was 5.2-11.8 cm. All the operations were completed successfully, and the donor sites were closed directly. In 52 cases, 48 flaps survived, 2 had partially necrosis, and 2 had completely necrosis. The patients were followed-up for 5 to 24 months. The blood supply of the flaps was good with soft texture and good appearance.Conclusion:The TAP is an ideal flap because of its thin in thickness, concealed donor area and no obvious scar after direct suture.

Objective To understand the status of depression and anxiety in patients with chronic hepatitis B in Tianjin, and to analyze its influencing factors, so as to provide references for scientific psychological intervention and health education. Methods Chronic hepatitis B cases whose addresses were Tianjin were randomly selected from the report of infectious disease surveillance system from January 2018 to December 2019 as the study subjects. A certain number of healthy people living in Tianjin were selected as the control. A unified mental health questionnaire survey was conducted by telephone follow-up or face-to-face survey. The distribution characteristics of depression and anxiety were described, and influencing factors of depression and anxiety were analyzed by univariate and multivariate logistic regression analysis. Results A total of 825 cases of chronic hepatitis B and 376 cases of healthy people were investigated. The crude SDS and SAS were (35.47±9.34) and (32.33±8.26), respectively, which were higher than those of healthy people ( P <0.05). The rates of depression and anxiety in chronic hepatitis B patients were 25.45% and 20.61%, respectively, which were significantly higher than those in healthy people (15.96% and 11.70%, respectively) (P < 0.001). The analysis of depression influencing factors showed that the OR of high average monthly income was 0.791 ( 95% CI：0.655～0.955 ), the OR of not knowing correct preventive measures was 1.509 (95% CI：1.084～2.102 ), and the OR of feeling discriminated was 1.650 ( 95% CI：1.166～2.335 ). The multifactor analysis of anxiety influencing factors showed that the OR of not knowing correct preventive measures was 1.490 ( 95% CI:1.049～2.117)), while the OR of feeling discriminated was 1.854 ( 95% CI: 1.289～2.666). Conclusion The levels of depression and anxiety of chronic hepatitis B patients were higher than that of general healthy people. Not knowing correct preventive measures and feeling discriminated in daily life were risk factors while high income was a protective factor.