PURPOSE: Intertrochanteric fracture (ITF) classification is crucial for surgical decision-making. However, orthopedic trauma surgeons have shown lower accuracy in ITF classification than expected. The objective of this study was to utilize an artificial intelligence (AI) method to improve the accuracy of ITF classification. METHODS: We trained a network called YOLOX-SwinT, which is based on the You Only Look Once X (YOLOX) object detection network with Swin Transformer (SwinT) as the backbone architecture, using 762 radiographic ITF examinations as the training set. Subsequently, we recruited 5 senior orthopedic trauma surgeons (SOTS) and 5 junior orthopedic trauma surgeons (JOTS) to classify the 85 original images in the test set, as well as the images with the prediction results of the network model in sequence. Statistical analysis was performed using the SPSS 20.0 (IBM Corp., Armonk, NY, USA) to compare the differences among the SOTS, JOTS, SOTS + AI, JOTS + AI, SOTS + JOTS, and SOTS + JOTS + AI groups. All images were classified according to the AO/OTA 2018 classification system by 2 experienced trauma surgeons and verified by another expert in this field. Based on the actual clinical needs, after discussion, we integrated 8 subgroups into 5 new subgroups, and the dataset was divided into training, validation, and test sets by the ratio of 8:1:1. RESULTS: The mean average precision at the intersection over union (IoU) of 0.5 (mAP50) for subgroup detection reached 90.29%. The classification accuracy values of SOTS, JOTS, SOTS + AI, and JOTS + AI groups were 56.24% ± 4.02%, 35.29% ± 18.07%, 79.53% ± 7.14%, and 71.53% ± 5.22%, respectively. The paired t-test results showed that the difference between the SOTS and SOTS + AI groups was statistically significant, as well as the difference between the JOTS and JOTS + AI groups, and the SOTS + JOTS and SOTS + JOTS + AI groups. Moreover, the difference between the SOTS + JOTS and SOTS + JOTS + AI groups in each subgroup was statistically significant, with all p < 0.05. The independent samples t-test results showed that the difference between the SOTS and JOTS groups was statistically significant, while the difference between the SOTS + AI and JOTS + AI groups was not statistically significant. With the assistance of AI, the subgroup classification accuracy of both SOTS and JOTS was significantly improved, and JOTS achieved the same level as SOTS. CONCLUSION In conclusion, the YOLOX-SwinT network algorithm enhances the accuracy of AO/OTA subgroups classification of ITF by orthopedic trauma surgeons.
Humans ; Hip Fractures/diagnostic imaging* ; Orthopedic Surgeons ; Algorithms ; Artificial Intelligence

OBJECTIVE: To assess the independent and combined effects of air pollutants, meteorological factors, and greenspace exposure on new tuberculosis (TB) cases. METHODS: TB case data from Shanghai (2013-2018) were obtained from the Shanghai Center for Disease Control and Prevention. Environmental data on air pollutants, meteorological variables, and greenspace exposure were obtained from the National Tibetan Plateau Data Center. We employed a distributed-lag nonlinear model to assess the effects of these environmental factors on TB cases. RESULTS: Increased TB risk was linked to PM _2.5, PM ₁₀, and rainfall, whereas NO ₂, SO ₂, and air pressure were associated with a reduced risk. Specifically, the strongest cumulative effects occurred at various lags: PM _2.5 ( RR = 1.166, 95% CI: 1.026-1.325) at 0-19 weeks; PM ₁₀ ( RR = 1.167, 95% CI: 1.028-1.324) at 0-18 weeks; NO ₂ ( RR = 0.968, 95% CI: 0.938-0.999) at 0-1 weeks; SO ₂ ( RR = 0.945, 95% CI: 0.894-0.999) at 0-2 weeks; air pressure ( RR = 0.604, 95% CI: 0.447-0.816) at 0-8 weeks; and rainfall ( RR = 1.404, 95% CI: 1.076-1.833) at 0-22 weeks. Green space exposure did not significantly impact TB cases. Additionally, low temperatures amplified the effect of PM _2.5 on TB. CONCLUSION Exposure to PM _2.5, PM ₁₀, and rainfall increased the risk of TB, highlighting the need to address air pollutants for the prevention of TB in Shanghai.
China/epidemiology* ; Humans ; Air Pollutants/analysis* ; Tuberculosis/epidemiology* ; Incidence ; Meteorological Concepts ; Particulate Matter/adverse effects* ; Environmental Exposure ; Male ; Female ; Adult ; Air Pollution ; Middle Aged

Important forensic diagnostic indicators of sudden death in coronary atherosclerotic heart dis-ease,such as acute or chronic myocardial ischemic changes,sometimes make it difficult to locate the ischemic site due to the short death process,the lack of tissue reaction time.In some cases,the de-ceased died of sudden death on the first-episode,resulting in difficulty for medical examiners to make an accurate diagnosis.However,clinical studies on coronary instability plaque revealed the key role of coronary spasm and thrombosis caused by their lesions in sudden coronary death process.This paper mainly summarizes the pathological characteristics of unstable coronary plaque based on clinical medi-cal research,including plaque rupture,plaque erosion and calcified nodules,as well as the influencing factors leading to plaque instability,and briefly describes the research progress and technique of the atherosclerotic plaques,in order to improve the study on the mechanism of sudden coronary death and improve the accuracy of the forensic diagnosis of sudden coronary death by diagnosing different patho-logic states of coronary atherosclerotic plaques.

A new Schiff base fluorescence probe (E)-3-(4-(E)-((4-hydroxyphenyl) imino) methyl) phenyl)-1-(6-methoxynaphthal-2-yl) isopropyl-2-en-1-one (DFFH) was synthesized by using 6-methoxy-2-acetylnaphthalene as raw material. The probe was characterized by nuclear magnetic resonance (1H NMR,13C NMR) and high-resolution mass spectroscopy (HRMS),etc. In the EtOH-H2O (1:4,V/V) system,the 4-hydroxyaniline portion of probe DFFH complexed with Fe3+to form a 1:1 metal complex,resulting in a significant decrease in fluorescence at 386 nm. In the DMSO-H2O (9:1,V/V,pH=5) system,N2H4 reacted with α,β-unsaturated carbonyl group and underwent cyclization addition reaction,and at the same time,the cleavage of the imine bond released aldehyde group from the probe,showing a ratio type fluorescence recognition characteristices. The luminescence intensity of the probe solution decreased slightly upon the additon of Fe3+,and the probe solution changed from colourless to yellowish-brown with the addition of different concentrations of N2H4. Whereas the detection of Fe3+and N2H4 did not interfere with each other. The experimental results showed that probe DFFH had high sensitivity and selectivity toward Fe3+and N2H4,with detection limit of 34.0 nmol/L for Fe3+and 30.0 nmol/L for N2H4,respectively. Moreover,probe DFFH was applied to detection of the contents of Fe3+and N2H4 in actual water samples with satisfactory results,and the spiking recoveries were 96.5％～102.3％and 98.1％～103.0％,respectively.

Infant, Newborn ; Humans ; Macrophage Activation Syndrome/diagnosis*

Objective: To investigate the causes and management of long-term persistent pelvic presacral space infection. Methods: Clinical data of 10 patients with persistent presacral infection admitted to the Cancer Hospital of Zhengzhou University from October 2015 to October 2020 were collected. Different surgical approaches were used to treat the presacral infection according to the patients' initial surgical procedures. Results: Among the 10 patients, there were 2 cases of presacral recurrent infection due to rectal leak after radiotherapy for cervical cancer, 3 cases of presacral recurrent infection due to rectal leak after radiotherapy for rectal cancer Dixons, and 5 cases of presacral recurrent infection of sinus tract after adjuvant radiotherapy for rectal cancer Miles. Of the 5 patients with leaky bowel, 4 had complete resection of the ruptured nonfunctional bowel and complete debridement of the presacral infection using an anterior transverse sacral incision with a large tipped omentum filling the presacral space; 1 had continuous drainage of the anal canal and complete debridement of the presacral infection using an anterior transverse sacral incision. 5 post-Miles patients all had debridement of the presacral infection using an anterior transverse sacral incision combined with an abdominal incision. The nine patients with healed presacral infection recovered from surgery in 26 to 210 days, with a median time of 55 days. Conclusions: Anterior sacral infections in patients with leaky gut are caused by residual bowel secretion of intestinal fluid into the anterior sacral space, and in post-Miles patients by residual anterior sacral foreign bodies. An anterior sacral caudal transverse arc incision combined with an abdominal incision is an effective surgical approach for complete debridement of anterior sacral recalcitrant infections.
Humans ; Reinfection ; Rectum/surgery* ; Rectal Neoplasms/surgery* ; Drainage ; Anal Canal/surgery* ; Pelvic Infection

Objective: To investigate the incidence and risk factors of systemic allergic reactions induced by subcutaneous immunotherapy (SCIT) in patients undergoing SCIT injections in Peking Union Medical College Hospital (PUMCH). Methods: This is a single center retrospective cohort study. Using the outpatient information system of PUMCH, the demographic information and injection-related reaction data of patients undergoing SCIT injection in Allergy Department of PUMCH from December 2018 to December 2022 were retrospectively analyzed to count the incidence and risk factors of systemic allergic reactions caused by SCIT. Mann-Whitney nonparametric test or chi-square test was used for single-factor analysis, and multiple logistic regression was used for multiple-factor analysis. Results: A total of 2 897 patients received 18 070 SCIT injections in Allergy Department during the four years, and 40 systemic allergic reactions occurred, with the overall incidence rate of 0.22%. The incidence of systemic allergic reaction was 0.37% when using imported dust mite preparation and 0.15% when using domestic multi-component allergen preparation. The risk factors significantly related with SCIT-induced systemic allergic reactions in patients using imported dust mite preparation were age less than 18 years old (OR=3.186,95%CI: 1.255-8.085), highest injection concentration (OR value could not be calculated because all patients with systemic reactions were injected with highest concentration), and large local reaction in previous injection (OR=22.264,95%CI: 8.205-60.411). The risk factors for SCIT-induced systemic allergic reactions in patients using domestic allergen preparation were 5 or more types of allergens (OR=3.455,95%CI: 1.147-10.402), highest injection concentration (OR=3.794,95%CI: 1.226-11.740) and large local reaction in previous injection (OR=63.577,95%CI: 22.248-181.683). However, SCIT injection in pollen allergic patients during the pollen season did not show a correlation with systemic allergic reaction. Conclusion: The incidence of SCIT-induced systemic allergic reactions was low in the Chinese patient population of this study. Patients with one or more risk factors, such as multiple allergen injection, highest injection concentration, large local reaction in previous injection, should be given high attention and vigilance against systemic allergic reactions.
Humans ; Allergens ; Asian People ; Desensitization, Immunologic/adverse effects* ; Hypersensitivity/epidemiology* ; Retrospective Studies

Objective: To investigate the incidence and risk factors of systemic allergic reactions induced by subcutaneous immunotherapy (SCIT) in patients undergoing SCIT injections in Peking Union Medical College Hospital (PUMCH). Methods: This is a single center retrospective cohort study. Using the outpatient information system of PUMCH, the demographic information and injection-related reaction data of patients undergoing SCIT injection in Allergy Department of PUMCH from December 2018 to December 2022 were retrospectively analyzed to count the incidence and risk factors of systemic allergic reactions caused by SCIT. Mann-Whitney nonparametric test or chi-square test was used for single-factor analysis, and multiple logistic regression was used for multiple-factor analysis. Results: A total of 2 897 patients received 18 070 SCIT injections in Allergy Department during the four years, and 40 systemic allergic reactions occurred, with the overall incidence rate of 0.22%. The incidence of systemic allergic reaction was 0.37% when using imported dust mite preparation and 0.15% when using domestic multi-component allergen preparation. The risk factors significantly related with SCIT-induced systemic allergic reactions in patients using imported dust mite preparation were age less than 18 years old (OR=3.186,95%CI: 1.255-8.085), highest injection concentration (OR value could not be calculated because all patients with systemic reactions were injected with highest concentration), and large local reaction in previous injection (OR=22.264,95%CI: 8.205-60.411). The risk factors for SCIT-induced systemic allergic reactions in patients using domestic allergen preparation were 5 or more types of allergens (OR=3.455,95%CI: 1.147-10.402), highest injection concentration (OR=3.794,95%CI: 1.226-11.740) and large local reaction in previous injection (OR=63.577,95%CI: 22.248-181.683). However, SCIT injection in pollen allergic patients during the pollen season did not show a correlation with systemic allergic reaction. Conclusion: The incidence of SCIT-induced systemic allergic reactions was low in the Chinese patient population of this study. Patients with one or more risk factors, such as multiple allergen injection, highest injection concentration, large local reaction in previous injection, should be given high attention and vigilance against systemic allergic reactions.
Humans ; Allergens ; Asian People ; Desensitization, Immunologic/adverse effects* ; Hypersensitivity/epidemiology* ; Retrospective Studies

Aim To investigate whether Scutellarin ( Seu ) could alleviate LPS + ATP induced inflammation and pvrolysis and the underlying mechanisms.Meth¬ods Primary human umbilical vein endothelial cells (HUVCEs) were pretreated with different concentra¬tions of Scu for 1 h, 2.5 mg • L 1 LPS treatment for 5.5 h, and then 2.5 mmol • L 1 ATP was activated for 0.5 h.The damage rate and activity of endothelial cells were detected by MTT method and determination of LDH content in cell supernatant.ELISA was used to detect the contents of IL-ip,lL-18 and HMGB-1 in su-pernatant.The expression levels of inflammation and pyroptosis related proteins including NLRP3 , ASC , pro- caspase-1 , caspase-1 p20 and GSDMD-NT were detec¬ted by WB method.The expression of pro-caspase-1 , caspase-1 p20 and GSDMD-NT protein and the contents of IL-ip,IL-18 and HMGB-1 in supernatant were de¬tected by Scu and pan caspase receptor inhibitor ( Z-YVAD-FMK).Results Compared with LPS + ATP group, Scu concentration-dependently improved ATP- induced cytotoxic damage, increased cellular activity, reduced the release of 1L-1(3, IL-18, HMGB-1 , down- regulated NLRP3, ASC, pro-caspase-1 , GSDMD-NT protein level to inhibit the activation of pro-caspase-1 , and the effect was comparable to Z-YVAD-FMK.The inhibitory effect of Scu on pro-caspase-1 activation was not significantly different from that of Scu/Z-YVAD- FMK combined group, but significantly inhibited the production of pro-caspase-1.Conclusions Scutellarin can reduce the formation of NLRP3 inflammasome com¬positions and inhibit pro-caspase-1 activation to im¬prove LPS + ATP induced endothelial cell inflammation injury and pyrolysis, which provides a new basis for the clinical prevention and treatment of atherosclerosis.

Aim To investigate the eorrelation between angiotensin II (Ang II ) level and clinical indicators in patients with rheumatoid arthritis ( HA) , and to determine the therapeutic effect of angiotensin receptor blockers ( ARBs).Methods Plasma samples and personal information were collected from HA patients admitted to our hospital from 2019 to 2021.The level of Ang II in plasma was determined by ELISA to elucidate the correlation between plasma Ang II level and the severity of HA.The pathological changes of synovi-al tissues and T eells subtype in different groups of HA patients were determined by pathological examination and flow cytometry.A rat model of collagen-induced arthritis (CIA) was established and the pathological examination was used to confirm that valsartan could alleviate the disease course in the CIA animal model.Results Compared with control group, the plasma level of Ang II in HA patients significantly increased.After therapy with oral ARBs plasma Ang H levels and anti - cyclic citrullinated peptide antibody ( CCP) titre were significantly lower than those untreated HA patients.The level of Ang II in plasma was positively correlated with CCP and the number of monocytes, but negatively with number of RBC and hemoglobin content.Staining of synovial tissue with HE and Masson found that patients with HA had significant synovial proliferation, pannus formation , and numerous inflammatory cell infiltrates compared with control patients.Immunohistochemical results showed significant infiltration of CD4 4 T cells in synovial tissues of HA patients.Western blot and immunofluorescence analysis showed that the expression of angiotensin type 1 receptor ( ATI R ) was significantly up-regulated in CD4 + T cells and synovial tissues of HA patients.The results of animal experiments showed that valsartan harl therapeutic effect on CIA rats and could delay the disease process of CIA.Conclusions Plasma Ang II level is positively correlated with CCP level and HA severity.ARBs can down-regualte CCP level and delay disease progression in HA patients.Animal experiments showed that valsartan blocks the combination of Ang H and ATI R and has therapeutic effect on a CIA rat model.This study provides the theoretical and experimental basis for ARBs to become the preferred antihypertensive drugs for HA patients with hypertension.