Objective To evaluate the predictive ability and clinical application value of artificial intelligence (AI) systems in the benign and malignant differentiation and pathological type of pulmonary nodules, and to summarize clinical application experience. Methods A retrospective analysis was conducted on the clinical data of patients with pulmonary nodules admitted to the Department of Thoracic Surgery, Second Hospital of Lanzhou University, from February 2016 to February 2025. Firstly, pulmonary nodules were divided into benign and non-benign groups, and the discriminative abilities of AI systems and clinicians were compared. Subsequently, lung nodules reported as precursor glandular lesions (PGL), microinvasive adenocarcinoma (MIA), and invasive adenocarcinoma (IAC) in postoperative pathological results were analyzed, comparing the efficacy of AI systems and clinicians in predicting the pathological type of pulmonary nodules. Results In the analysis of benign/non-benign pulmonary nodules, clinical data from a total of 638 patients with pulmonary nodules were included, of which there were 257 males (10 patients and 1 patient of double and triple primary lesions, respectively) and 381 females (18 patients and 1 patient of double and triple primary lesions, respectively), with a median age of 55.0 (47.0, 61.0) years. Different lesions in the same patient were analyzed as independent samples. Univariate analysis of the two groups of variables showed that, except for nodule location, the differences in the remaining variables were statistically significant (P<0.05). Multivariate logistic regression analysis showed that age, nodule type (subsolid pulmonary nodule), average density, spicule sign, and vascular convergence sign were independent influencing factors for non-benign pulmonary nodules, among which age, nodule type (subsolid pulmonary nodule), spicule sign, and vascular convergence sign were positively correlated with non-benign pulmonary nodules, while average density was negatively correlated with the occurrence of non-benign pulmonary nodules. The area under the receiver operating characteristic curve (AUC) of the malignancy risk value given by the AI system in predicting non-benign pulmonary nodules was 0.811, slightly lower than the 0.898 predicted by clinicians. In the PGL/MIA/IAC analysis, clinical data from a total of 411 patients with pulmonary nodules were included, of which there were 149 males (8 patients of double primary lesions) and 262 females (17 patients of double primary lesions), with a median age of 56.0 (50.0, 61.0) years. Different lesions in the same patient were analyzed as independent samples. Univariate analysis results showed that, except for gender, nodule location, and vascular convergence sign, the differences in the remaining variables among the three groups of PGL, MIA, and IAC patients were statistically significant (P<0.05). Multinomial multivariate logistic regression analysis showed that the differences between the parameters in the PGL group and the MIA group were not statistically significant (P>0.05), and the maximum diameter and average density of the nodules were statistically different between the PGL and IAC groups (P<0.05), and were positively correlated with the occurrence of IAC as independent risk factors. The average AUC value, accuracy, recall rate, and F1 score of the AI system in predicting lung nodule pathological type were 0.807, 74.3%, 73.2%, and 68.5%, respectively, all better than the clinical physicians’ prediction of lung nodule pathological type indicators (0.782, 70.9%, 66.2%, and 63.7% respectively). The AUC value of the AI system in predicting IAC was 0.853, and the sensitivity, specificity, and optimal cutoff value were 0.643, 0.943, and 50.0%, respectively. Conclusion This AI system has demonstrated high clinical value in predicting the benign and malignant nature and pathological type of lung nodules, especially in predicting lung nodule pathological type, its ability has surpassed that of clinical physicians. With the optimization of algorithms and the adequate integration of multimodal data, it can better assist clinical physicians in formulating individualized diagnostic and treatment plans for patients with lung nodules.

Objective:To explore the safety and efficacy of intraosseous regional administration (IORA) of vancomycin for preventing infection in primary total knee arthroplasty (TKA).Methods:A total of 124 patients with knee osteoarthritis undergoing TKA between February 2024 and May 2024 at nine hospitals were enrolled. Preoperative infection prophylaxis involved either IORA (0.5 g vancomycin administered via intraosseous regional infusion before incision) or intravenous infusion (1 g vancomycin via peripheral vein). The IORA group included 15 males and 47 females with a median age of 66.5 years (range, 60.0-70.0 years), while the intravenous group included 14 males and 48 females with a median age of 66.0 years (range, 61.8-70.3 years) years. Intraoperative samples were collected including fat and synovium tissues after incision, before prosthesis placement, and after tourniquet release; distal femoral cancellous bone during femoral osteotomy; proximal tibial cancellous bone during tibial osteotomy; proximal intercondylar cancellous bone before prosthesis placement; and peripheral blood from non-infused arms at surgery initiation and after tourniquet release. Vancomycin concentrations were measured using liquid chromatography-tandem mass spectrometry. Vital sign changes were recorded from admission to 5~10 minutes post-IORA (IORA group) or post-incision (intravenous group). Follow-ups were conducted on postoperative day 1 and 3, and at 1 and 3 months, to document complications including IORA-related adverse events, periprosthetic joint infections, surgical site infections, red man syndrome, acute kidney injury, deep vein thrombosis and so on.Results:Vancomycin concentrations in bone, fat, and synovial tissue samples were significantly higher in the IORA group than in the intravenous group ( P<0.05), while vancomycin concentrations in blood samples were significantly lower in the IORA group than in the intravenous group ( P<0.05). Only 7.3%(41/558) of tissue samples in the IORA group had vancomycin concentrations below 2.0 μg/g (the minimum inhibitory concentration of vancomycin against coagulase-negative staphylococcus), compared to 59.3%(331/558) in the intravenous group (χ 2=11.285, P<0.001). In the intravenous group, 16.9%(21/124) of blood samples had vancomycin concentrations exceeding 15.0 mg/L (the threshold associated with a significantly increased risk of nephrotoxicity), while all concentrations in the IORA group were below this threshold, the difference was statistically significant (χ 2=22.943, P<0.001). There were no statistically significant difference ( P>0.05) in vital signs changes before and after vancomycin administration between the two groups. Two patients in the intravenous group experienced incision exudate, while no other related complications occurred in either group. Conclusions:Compared to the traditional intravenous infusion of 1 g vancomycin, intraosseous injection of a low dose (0.5 g) of vancomycin achieves higher local tissue concentrations in the knee joint with a lower incidence of adverse reactions and is safe for infection prophylaxis. Despite guidelines not recommending the routine use of vancomycin for preventing infection after primary TKA, intraosseous injection of 0.5 g vancomycin may be considered intraoperatively for primary TKA in the following scenarios: patients in medical institutions with a high prevalence of methicillin-resistant staphylococcus aureus (MRSA) infections, patients with potential preoperative MRSA colonization, or patients with cephalosporin allergy.

Objective:To explore the safety and efficacy of intraosseous regional administration (IORA) of vancomycin for preventing infection in primary total knee arthroplasty (TKA).Methods:A total of 124 patients with knee osteoarthritis undergoing TKA between February 2024 and May 2024 at nine hospitals were enrolled. Preoperative infection prophylaxis involved either IORA (0.5 g vancomycin administered via intraosseous regional infusion before incision) or intravenous infusion (1 g vancomycin via peripheral vein). The IORA group included 15 males and 47 females with a median age of 66.5 years (range, 60.0-70.0 years), while the intravenous group included 14 males and 48 females with a median age of 66.0 years (range, 61.8-70.3 years) years. Intraoperative samples were collected including fat and synovium tissues after incision, before prosthesis placement, and after tourniquet release; distal femoral cancellous bone during femoral osteotomy; proximal tibial cancellous bone during tibial osteotomy; proximal intercondylar cancellous bone before prosthesis placement; and peripheral blood from non-infused arms at surgery initiation and after tourniquet release. Vancomycin concentrations were measured using liquid chromatography-tandem mass spectrometry. Vital sign changes were recorded from admission to 5~10 minutes post-IORA (IORA group) or post-incision (intravenous group). Follow-ups were conducted on postoperative day 1 and 3, and at 1 and 3 months, to document complications including IORA-related adverse events, periprosthetic joint infections, surgical site infections, red man syndrome, acute kidney injury, deep vein thrombosis and so on.Results:Vancomycin concentrations in bone, fat, and synovial tissue samples were significantly higher in the IORA group than in the intravenous group ( P<0.05), while vancomycin concentrations in blood samples were significantly lower in the IORA group than in the intravenous group ( P<0.05). Only 7.3%(41/558) of tissue samples in the IORA group had vancomycin concentrations below 2.0 μg/g (the minimum inhibitory concentration of vancomycin against coagulase-negative staphylococcus), compared to 59.3%(331/558) in the intravenous group (χ 2=11.285, P<0.001). In the intravenous group, 16.9%(21/124) of blood samples had vancomycin concentrations exceeding 15.0 mg/L (the threshold associated with a significantly increased risk of nephrotoxicity), while all concentrations in the IORA group were below this threshold, the difference was statistically significant (χ 2=22.943, P<0.001). There were no statistically significant difference ( P>0.05) in vital signs changes before and after vancomycin administration between the two groups. Two patients in the intravenous group experienced incision exudate, while no other related complications occurred in either group. Conclusions:Compared to the traditional intravenous infusion of 1 g vancomycin, intraosseous injection of a low dose (0.5 g) of vancomycin achieves higher local tissue concentrations in the knee joint with a lower incidence of adverse reactions and is safe for infection prophylaxis. Despite guidelines not recommending the routine use of vancomycin for preventing infection after primary TKA, intraosseous injection of 0.5 g vancomycin may be considered intraoperatively for primary TKA in the following scenarios: patients in medical institutions with a high prevalence of methicillin-resistant staphylococcus aureus (MRSA) infections, patients with potential preoperative MRSA colonization, or patients with cephalosporin allergy.

Atherosclerosis （AS） is a chronic inflammatory pathological process in which lipid and/or fibrous substances are deposited in the intima of arteries， and it is one of the pathological bases of many cardiovascular and cerebrovascular diseases. Endoplasmic reticulum stress （ERS） is a protective mechanism of cell adaptation. Moderate ERS can reduce abnormal protein aggregation and increase the degradation of misfolded proteins to repair and stabilize the internal environment， while excessive ERS can cause unfolded protein reaction， activate inflammation， oxidative stress， apoptosis， autophagy， and other downstream pathways， and lead to cell damage， or even apoptosis. A large number of studies have shown that ERS mediates a variety of pathological processes related to AS， affects endothelial cells， smooth muscle cells， macrophages， endothelial progenitor cells， and other cell components closely related to its occurrence and development， influences the progress of AS by regulating cell function， and promotes the formation of AS plaque， the transformation of stable plaque to unstable plaque， and the rupture of unstable plaque. Regulation of ERS may be a key target for the prevention and treatment of AS， and it is a research hotspot at present. Traditional Chinese medicine （TCM） believes that the origin of AS is the imbalance of Yin and Yang， the disharmony of Zangfu organs， and the abnormal operation of Qi， blood， and body fluid， which leads to the accumulation of phlegm， blood stasis， and other pathological products in the pulse channels， making the blood flow blocked or misfunction and causing the disease， which belongs to the syndrome of deficiency in origin and excess in superficiality. As the pathogenesis of AS is complex， and the symptoms are diverse， TCM has significant advantages in treating AS because of its multiple targets， multiple pathways， stable efficacy， strong individualization， and high safety. This paper systematically elaborated on the role of ERS in the occurrence and development of AS and summarized the mechanism research on the regulation and control of ERS by Chinese herbal monomer， Chinese herbal extract， Chinese herbal compound， and proprietary medicine， so as to provide a theoretical basis for clinical research and drug development in the prevention and treatment of AS.

Objective To observe the effect of intraoperative continuous pump infusion of remima-zolam on postoperative delirium(POD)in elderly patients with hip fracture under subarachnoid block.Methods A total of 236 elderly patients undergoing elective hip fracture surgery under subarachnoid block,82 males and 154 females,aged≥65 years,BMI 18.5-31.0 kg/m2,ASA physical status Ⅰ-Ⅲ,were divided into two groups by using the randomized number table method:remimazolam group(group R)and control group(group C),118 patients in each group.When the surgical site was disinfected and cov-ered,the patients in group R were administered the first dose of reminmazolam 0.1 mg/kg and followed by a continuous infusion 0.2 mg·kg-1·h-1 intravenously to maintain the modified observer's assessment of alert/sedation(MOAA/S)1 or 2 scores.Reminmazolam infusion was stopped at the end of the surgery.The same volume of normal saline was injected for patients in group C.POD was assessed by the confusion as-sessment method-Chinese revised version(CAM-CR)1-3 days after the surgery.The anxiety scores one day before and one day after the surgery,and plasma cortisol concentrations when the patients were admitted into the operating room and at the end of the surgery were recorded.The incidence of intraoperative hypertension,hypotension,bradycardia,hypoxemia,and postoperative nausea and vomiting were also recor-ded.Results Compared with group C,POD incidence in group R was significantly decreased(P＜0.05),anxiety score one day after surgery and plasma cortisol concentration at the end of the surgery in group R were significantly decreased(P＜0.05),and the incidence of intraoperative hypertension in group R was significantly decreased(P＜0.05).There were no significant differences in the plasma cortisol con-centrations when the patients were admitted into the operating room and the incidences of intraoperative hy-potension,bradycardia,hypoxemia,and postoperative nausea and vomiting between the two groups.Conclusion Remimazolam can reduce the incidence of postoperative delirium in elderlypatients undergoing hip fracture surgery under subarachnoid block,which may be related to alleviating intraoperative anxiety and inhibiting intraoperative stress response.

Humans ; Arthroplasty, Replacement, Knee ; Follow-Up Studies ; Cohort Studies ; Treatment Outcome ; Minimally Invasive Surgical Procedures ; Knee Joint/surgery* ; Knee Prosthesis ; Osteoarthritis, Knee/surgery*

ObjectiveTo study the epidemiological characteristics of deaths due to pneumoconiosis and its complications in order to improve the prevention and management of pneumoconiosis. MethodsThe pneumoconiosis deaths who died during 1959‒2019 in Chongming District of Shanghai were investigated and analyzed retrospectively by the descriptive epidemiological methods. The correlation of the age of onset and the course of disease was analyzed by Spearman rank correlation，as well as the duration of dust exposure and the course of disease in pneumoconiosis patients. ResultsFrom 1959 to 2019， there were 226 pneumoconiosis deaths， 223 males （98.67%）. The mortality of silicosis was the highest （82.07%）. The age of onset of pneumoconiosis was negatively correlated with the course of disease （r_s=-0.596，P<0.001）.There was no correlation between the duration of dust exposure and the course of disease in pneumoconiosis patients （r_s=-0.107，P=0.109）.There were statistically significant differences in mortality among groups in different types and stages of pneumoconiosis（χ²=59.250，27.666，both P<0.05）. The mortality increased with the increase of stage of pneumoconiosis. The mortality of pneumoconiosis was significantly different in 1959‒1979， 1980‒1989， 1990‒1999， 2000‒2009 and 2010‒2019 （χ²=29.750， P<0.05）. The top three causes of death in pneumoconiosis cases were respiratory diseases， malignant tumor and cardiovascular and cerebrovascular diseases.ConclusionIt is suggested to further strengthen the health monitoring and management of pneumoconiosis patients，control lung and chronic respiratory diseases to delay the life expectancy and improve quality of life of pneumoconiosis patients.

Objective To analyze the medical examinations of radiation worker in medical institutions and provide some basic data for radiation protection management. Methods The occupational health examination of 3568 radiation workers from 681 medical institutions who came to our hospital for occupational health examination from January 1 to December 31 in 2020 were summarized and analyzed. Results There was no case of suspected occupational radiation sickness. The abnormal rate was in the range of 2.17%～2.99%, the rate of occupational contraindicated was about 1.44%～2.17%. The total review rate was about 13.00%, more than 79.48% of the radiation workers were checked out other diseases or abnormal. The abnormal examination items are mainly ophthalmology, B ultrasound of liver, gallbladder, spleen and pancreas, liver function, electrocardiogram, blood routine, urine routine, blood pressure, B ultrasound of both kidneys and kidney function. The abnormal rate of ophthalmology in each level of institutions was decreased with the increase of the length of service, while the abnormal results of B-ultrasound of liver, gallbladder, spleen and pancreas, blood pressure, B-ultrasound of both kidneys and renal function were increased with the increase of service. Conclusion Maybe the radiation protection of radiation workers in medical institutions was well in Shenzhen, but there were different effects of the health status of the staff. Therefore, it is important to further strengthen the occupational health monitoring management.

Objective　To investigate N terminal pro B type natriuretic peptide (NT-proBNP),glial fibrillary acidic protein (GFAP)and hypoxia inducible factor-1 (hypoxia inducible factor-1α,HIF-1α) expression and there significance in inflammatory injury in patients with cerebral hemorrhage.Methods　We selected 80 patients with acute intracerebral hemorrhage treated in our hospital from January 2018 to December 2019 as the observation group and 80 healthy people who underwent physical examination in our hospital in the same period as the control group.After routine treatment,NT-proBNP,GFAP and HIF-1α in patients serum and cerebrospinal fluid were detectedα、Tumor necrosis factor-α(TNF-α) interleukin-6 (IL-6),and correlation analysis was carried out.Results　NT-proBNP,GFAP and HIF-1α in serum and cerebrospinal fluid of patients in the observation group、TNF-α and IL-6 levels in the control group were higher than those in the control group (P<0.05).NT-proBNP,GFAP and HIF-1α in serum and cerebrospinal fluid of the observation group after treatment,as well as TNF-α and IL-6 levels were lower than those before treatment (P<0.05).NT-proBNP,GFAP and HIF-1α in serum and cerebrospinal fluid increased with the aggravation of the disease、TNF-α and IL-6 levels were positively correlated with the degree of intracerebral hemorrhage (P<0.05).NT-proBNP,GFAP and HIF-1α in serum and cerebrospinal fluid were associated with inflammatory injury in intracerebral hemorrhage.There was a significant positive correlation with IL-6 level (P<0.05).NT-proBNP,GFAP and HIF-1α.It was closely related to inflammatory injury in patients with intracerebral hemorrhage and was an independent risk factor for intracerebral hemorrhage complicated with inflammatory injury (P<0.05).Conclusion　The levels of NT-proBNP,GFAP and HIF-1α are closely related to inflammatory injury and prognosis in patients with cerebral hemorrhage.The detection of NT-proBNP,GFAP and HIF-1α levels has certain clinical value in judging the disease and prognosis.

Objective:To explore the clinical manifestations, diagnostic characteristics, treatment strategies and outcomes of patients with brucellaperi prosthetic joint infection (PJI).Methods:The medical records of 6 patients with brucella PJI in the First Medical Center of Chinese PLA General Hospital and the Third Hospital of Hebei Medical University from January 2010 to December 2018 were retrospectively analyzed, including 5 males and 1 female, aged 61.5±11.5 years (range 45-79 years) with body mass index 23.0±2.8 kg/m 2 (range 18.4-26.1 kg/m 2). Five cases lived in the countryside, 1 in the city. Four cases were farmers, while two cases were herder and unemployed. One case had contact history in the epidemic area, and 1 case had been in the slaughter industry. Three cases were with knee PJI, of which 1 patient underwent total knee arthroplasty due to knee joint villous nodular synovitis and 2 patients due to knee osteoarthritis. Three patients had hip PJI of which 1 patient underwent total hip arthroplasty due to spondylitis and hip ankylosis and 2 cases due to femoral head necrosis. Three cases were with acute PJI, while other 3 cases were with chronic PJI. Three cases showed fever, while 5 cases had local wounds swelling. A total of 4 cases were complicated with sinus tracts. Five cases had laboratory examinations on the day of admission of which 3 cases had elevated blood C-reactive protein (CRP) and 5 cases with increased erythrocyte sedimentation rate (ESR). Five cases were with increased blood interleukin-6 (IL-6), 2 cases with increased blood alanine transaminase (alanine transaminase, ALT). All cases had varying degrees of restricted movement of the affected joints. The normal range of motion of the hip joint was from 10° to 130°. The average range of motion of 3 patients with hip joint involvement was from 0° to 75°. The normal range of motion of the knee joint was 10°-135°. Three patients with knee joint involvement had an average range from -8° to 67°. One case showed loosening of the right hip prosthesis with infection and 1 case showed local soft tissue swelling. Other cases showed no obvious abnormalities in X-rays. Two patients who underwent frozen pathological examination during the operation had positive pathological neutrophilcounts. Four cases had positive Brucella culture in joint tissues or synovial fluid (1 case with mixed infection) and 2 cases had blood Brucella antibody positive. Results:Among the 3 cases of acute PJI, two of them were treated with debridement, antibiotics, irrigation and retention. One case was treated with two-stage revision. Among the 3 cases of chronic PJI, one was treated with two-stage revision and 2 were treated with one-stage revision. Brucella-specific antibiotics such as rifampicin and doxycycline were used in the antibiotic treatment with the course of antibiotics 3 to 12 weeks. At the time of discharge, the CRP and ESR dropped to the normal range (CRP 0-0.8 mg/dl, ESR 0-20 mm/1 h) in all cases except for the second case. Interleukin 6 was not tested in the sixth case before discharge. In the remaining 5 patients, the blood interleukin 6 fell to the normal range (0-5.9 pg/ml) in 2 cases, and the blood ALT was in the normal range (0-40 U/L) in 4 cases. The body temperature of the second case was 37.3 ℃, while the other cases dropped below 37.3 ℃. In the second case, fever occurred intermittently after surgery. Thus, the incisionwas reddened and swollen and exuded 2 months after the operation. The patient recovered after intravenous infusion of levofloxacin. Until the last follow-up, all patients had no recurrence of infection. Imaging examination comfirmed that the prosthesis was in good position.Conclusion:For patients with Brucella PJI, Brucella culture positive and Brucella antibody positive have specific diagnostic significance. Different surgical strategies will be adopt based on the patient's symptoms and the duration of infection. Surgery combined with Brucella specific antibiotic treatment can usually achieve satisfied therapeutic outcomes.