Objective To analyze the possible mechanism and drug treatment plan of diffuse alveolar hemorrhage induced by human granulocyte colony-stimulating factor injection, point out medication risks and provide reference for medical treatment and pharmaceutical care of such patients. Methods The abnormal lung conditions of a patient treated with human granulocyte colony-stimulating factor injection was found by clinical pharmacists, who participated in clinical diagnosis and treatment by analyzing of adverse drug reactions, optimization of medical treatment and pharmaceutical care. Results Diffuse alveolar hemorrhage was likely an adverse drug reaction caused by human granulocyte colony-stimulating factor injection. The physician discontinued the medication immediately and provided treatment such as oxygen inhalation, high-dose hormone shock, plasma exchange, etc. The patient’s oxygen saturation was improved, alveolar bleeding was decreased, and the condition was improved. Conclusion Clinical pharmacists participate in patients’ medication treatment, carry out pharmaceutical guardianship, and assist physicians in adjusting treatment plans, which could contribute to the effectiveness and safety of patient treatment.

With the emergence of deep learning techniques based on convolutional neural networks, artificial intelligence (AI) has driven transformative developments in the field of medical image analysis. Recently, large language models (LLMs) such as ChatGPT have also started to achieve distinction in this domain. Increasing research shows the undeniable role of AI in reshaping various aspects of medical image analysis, including processes such as image enhancement, segmentation, detection in image preprocessing, and postprocessing related to medical diagnosis and prognosis in clinical settings. However, despite the significant progress in AI research, studies investigating the recent advances in AI technology in the aforementioned aspects, the changes in research hotspot trajectories, and the performance of studies in addressing key clinical challenges in this field are limited. This article provides an overview of recent advances in AI for medical image analysis and discusses the methodological profiles, advantages, disadvantages, and future trends of AI technologies.
Artificial Intelligence ; Humans ; Image Processing, Computer-Assisted/methods* ; Neural Networks, Computer ; Deep Learning ; Diagnostic Imaging/methods*

OBJECTIVE To explore the diagnostic value of combined detection of microRNA(miRNA)and alpha-fetoprotein(AFP),protein induced by vitamin K absence or antagonist-Ⅱ(PIVKA-Ⅱ)in ascites and serum ex-tracellular vesicles(EVs)for hepatitis B virus(HBV)-related primary hepatocellular carcinoma(HCC).METHODS From Nov.2023 to Nov.2024,41 patients with liver cancer and 26 patients with liver cirrhosis who underwent ascites placement or ascites concentration and reinfusion procedures at the Fifth Medical Center of Chi-nese PLA General Hospital were selected as study subjects.Ascites and serum samples were collected.Real-time quantitative reverse transcription polymerase chain reaction(qRT-PCR)was used to detect the expression levels of miR-21,miR-125a,miR-150 and miR-200a in EVs.Chemiluminescence was used to measure the levels of AFP and PIVKA-Ⅱ in ascites,serum and EVs from ascites and serum.An artificial neural network was utilized to con-struct a combined diagnostic model of serum and ascites markers.RESULTS The area under the curve(AUC)for distinguishing HCC from liver cirrhosis using a combination of serum and other indicators was 0.933.The AUC for distinguishing HCC from liver cirrhosis using a combination of ascites and other indicators was 0.912.By screening all detected indicators using an artificial neural network and incorporating indicators with a relative im-portance＞0.5 into the diagnostic model,the model included four indicators:ascites AFP,ascites EVs miR-21,ascites EVs miR-200a and serum EVs miR-200a.This model had a sensitivity of 80.77％,a specificity of 87.80％and an AUC of 0.960 for distinguishing HCC from liver cirrhosis patients.CONCLUSION The combined diagnos-tic markers of miRNA,AFP and PIVKA-Ⅱ in ascites and serum-derived EVs have good application value in the diagnosis of HCC.

Objective:To investigate the incidence of postoperative infection and its risk factors in patients with oral squamous cell carcinoma (OSCC), so that to provide a clinical basis for the prevention and management of postoperative infection in these patients.Methods:Ninety-seven patients pathologically diagnosed with OSCC who underwent surgical treatment in the Department of Oral and Craniomaxillofacial Oncology, Shanghai Ninth People′s Hospital, Shanghai Jiaotong University School of Medicine between December 2020 and March 2022 were included. This study was a clinical retrospective cohort study. The clinical characteristics and preoperative laboratory indicators of the included patients were collected. Based on the presence or absence of infection, the patients were divided into infection group and non-infection group. Chi-square test and independent samples t test were used for statistical methods. Binary logistic regression analysis was used to identify influencing factors for postoperative infection, and interaction terms were introduced to assess effect modification between variables. Results:Among the 97 patients, 46(47.42%) developed postoperative infections, of which 44(95.65%) were pulmonary infections. The proportion of hypertension in the infection group was 43.48%(20/46), which was higher than 23.53%(12/51) in the non-infection group, and the difference was statistically significant ( χ2=4.35, P=0.037). The preoperative glycosylated hemoglobin level in the infection group was 6.26%±0.85%, which was higher than that in the non-infection group (5.77%±0.57%), and the difference was statistically significant ( t=-2.81, P=0.007). Binary logistic regression analysis showed that male (odds ratio ( OR)=0.598, 95% confidence interval ( CI) 0.519 to 0.689, P<0.001), absence of diabetes ( OR=0.416, 95% CI 0.340 to 0.509, P<0.001), and absence of hypertension ( OR=0.647, 95% CI 0.569 to 0.735, P<0.001) were protective factors against postoperative infection. Age>60 years ( OR=1.159, 95% CI 1.031 to 1.304, P=0.014) and alcohol consumption ( OR=1.262, 95% CI 1.024 to 1.555, P=0.029) were risk factors for postoperative infection. Effect modification analysis found that males without diabetes ( OR=0.027, 95% CI 0.001 to 0.687, P=0.029) and the absence of both diabetes and hypertension ( OR=0.378, 95% CI 0.163 to 0.880, P=0.024) were also protective factors against postoperative infection. Conclusions:Risk factors for postoperative infection in OSCC include elder age, alcohol consumption, hypertension, and poor preoperative glycemic control. Therefore, clinical practice should enhance preoperative assessment, promote lifestyle modifications, optimize perioperative blood pressure management, implement glycemic control, and provide perioperative alcohol cessation interventions to reduce the risk of postoperative infection.

Objective To systematically analyze the changes in clinical indicators including blood leukocytes and neutrophils,liver and kidney functions,coagulation function,lipids,and levels of thyroid hormones and antibodies in Graves'ophthalmopathy(GO)patients who had undergone effective treatment with tocilizumab(TCZ)and to explore their clinical significance.Methods Eighty-five patients with moderately or severely active GO who were effectively treated with TCZ were enrolled.Early morning fasting blood was collected and tested for routine blood,biochemical routine,coagulation function,thyroid hormone and antibodies,and basic information such as gender,age,duration of the disease,history of smoking,comorbidities,and medications were also collected from all patients,so changes in the clinical indicators before and after the treatment could be analyzed and correlation analyses could be carried out.Results Patients with moderately to severely active GO treated with TCZ showed a significant decrease in absolute blood leukocyte and neutrophil values compared with before,and a significant decrease in liver function(alanine transaminase,aspartate aminotransferase,creatinine),cholesterol(total cholesterol,high-density lipoprotein and low-density lipoprotein)levels were significantly higher than before,and concentrations of coagulation parameters[prothrombin time,activated partial thromboplastin time,fibrinogen(FIB)and D-dimer]were significantly decreased.The concentrations of thyroid hormone and thyroid-stimulating hormone levels increased significantly,and the antibody titer of thyrotropin receptor antibody(TRAB)was significantly down-regulated after treatment.TRAB levels were significantly correlated with FIB before treatment.Conclusion Thyroid function and antibody levels improved after TCZ treatment in patients with moderately to severely active GO,but blood leukocytes,liver function and coagulation function changed significantly compared with before.The results of this study confirm the therapeutic effect of TCZ on immune disorders in GO ophthalmopathy,while underscoring the importance of monitoring potential adverse effects in clinical treatment.

Objective:To analyze the epidemiological characteristics of human metapneumovirus（hMPV）in respiratory samples from patients in Suzhou，China，and investigate the results of whole-genome sequencing，so as to provide scientific evidence for a deeper understanding of its genetic diversity and the development of preventive measures.Methods:In this study，1 340 influenza-like illness（ILI）samples and 970 severe acute respiratory infection（SARI）samples were collected from two sentinel hospitals in Suzhou in 2024. Nucleic acid detection was performed using a multiplex real-time fluorescence PCR method. For hMPV-positive samples，whole-genome sequencing was conducted on the Illumina Miseq platform. Mutations，insertions，deletions，and other variations were identified using the pathogenic virus whole-genome analysis system. A phylogenetic tree was constructed by the Maximum Likelihood method for lineage analysis.Results:Among 2 310 respiratory samples，the overall hMPV positivity rate was 1.69%（39/2 310），with positivity rates of 1.27%（17/1 340）in ILI samples and 2.27%（22/970）in SARI samples. No statistically significant difference was observed between the two groups（ P>0.05）. The proportion of mixed infections in hMPV-positive samples was 46.15%（18/39），with mixed infection rates of 23.53%（4/17）in the ILI group and 63.64%（14/22）in the SARI group. In terms of temporal distribution，the peak period of hMPV infection primarily concentrated in January and December. The whole genomes of 13 hMPV strains were successfully obtained，and 554 missense mutations were identified in the coding region，with particularly significant variations observed in the G gene region. Phylogenetic analysis revealed that 4 strains belonged to the A2b2 subtype，while 9 strains belonged to the B2 subtype. Conclusions:In Suzhou，hMPV exhibits a relatively balanced distribution between ILI and SARI clinical groups，with infection peaks mainly occurring in winter and a high proportion of mixed infections. The predominant circulating strain is the B2 subtype，and its genome shows significant genetic variation，particularly in the G gene region.

Objective:To explore the diagnostic value of fractional flow reserve (FFR) based on optical coherence tomography (OCT) for coronary functional ischemia, and to investigate the feasibility of synchronously obtaining Doppler blood flow velocity information with the help of OCT technology.Methods:This study was a single-center, prospective, self-controlled clinical study on coronary heart disease patients who underwent OCT and FFR assessment at Department of Cardiology, the Second Hospital of Jilin University from January 2024 to February 2025. Linear regression analysis was used to evaluate the correlation and consistency between OCT-FFR and FFR. With FFR≤0.80 as the gold standard for judging whether the target vessel was ischemic, the diagnostic performance of OCT-FFR was evaluated, and the diagnostic value of OCT-FFR for significant coronary artery ischemia was assessed using subject operating characteristic curves. Blood flow OCT data were analyzed by Doppler processing algorithm to obtain information on coronary blood flow velocity.Results:A total of 31 vessels from 28 patients were analyzed, the correlation coefficient r between OCT-FFR and FFR of the 31 vessels was 0.84 ( P<0.001). With FFR as the gold standard to determine whether a coronary artery is ischemic, accuracy, sensitivity, specificity, positive predictive value, and negative predictive value for OCT-FFR was 93.55%, 75.00%, 100.00%, 1.00, 0.92. In clinical practice, Doppler OCT was used for the first time to obtain information on coronary blood flow velocity. Conclusion:OCT-FFR had an excellent correlation and consistency with FFR in judging whether there is coronary artery ischemia. The feasibility of the simultaneous acquisition of OCT-FFR and Doppler flow velocity information in coronary stenosis was preliminarily verified.

Objective:To evaluate the efficacy of reduction robot system combined with minimally invasive, microenvironmental protection, micro-stress shielding fixator (short for "3M fixator") for Sanders types II and III calcaneal fractures.Methods:A retrospective case series study was conducted to analyze the clinical data of 26 patients (26 feet) with calcaneal fractures admitted to Fourth Affiliated Central Hospital of Tianjin Medical University from June 2022 to June 2024, including 21 males and 5 females, aged 27-69 years [(46.5±2.5)years]. Among them, 10 patients had fractures in the left foot and 16 in the right. According to the Sanders classification, the fractures were classified as type II in 16 patients and type III in 10. All the patients were treated with the close reduction with reduction robot system combined with 3M fixator in a minimally invasive procedure. The surgical waiting time, operative duration, and fracture healing time were recorded. The length, width and height of the calcaneus, B?hler′s angle and Gissane′s angle were compared before operation and at 1, 3 months after operation. The visual analogue scale (VAS) and American Orthopedic Foot and Ankle Society (AOFAS) ankle-hindfoot score before operation and at 1, 3 months after operation and at the last follow-up were detected. The postoperative complications were recorded.Results:All the patients were followed up for 6-12 months [(9.7±1.1)months]. The surgical waiting time was 1-4 days [(2.0±0.8)days]. The operative duration was 36-66 minutes [(53.2±9.5)minutes]. All the fractures achieved primary union with a healing period of 3-4 months [(3.2±0.4)months]. At 1, 3 months after operation, the length of the calcaneus [(83.3±3.7)mm and (83.6±3.6)mm], width of the calcaneus [(44.3±5.8)mm and (44.3±5.7)mm], height of the calcaneus [(50.1±3.8)mm and (50.3±3.6)mm], B?hler′s angle [(29.8±2.9)° and (29.8±3.0)°], and Gissane angle [(121.1±6.7)° and (123.9±5.9)°] were significantly improved compared with those before operation [(79.3±4.5)mm, (53.6±4.1)mm, (46.2±3.7)mm, (18.9±3.8)°, (109.0±7.5)°, respectively] ( P<0.05), with no significant differences between those indicators at 1, 3 months after operation ( P>0.05). The VAS scores were (3.2±0.6)points, (1.9±0.5)points, and (1.6±0.3)points at 1, 3 months after operation and at the last follow-up, which were lower than (7.1±0.5)points preoperatively and decreased with the prolongation of follow-up time ( P<0.05). The AOFAS scores were (73.5±6.9)points, (90.1±4.3)points, and (92.0±3.6)points, which were higher than (32.0±4.6)points preoperatively and increased with the follow-up time ( P<0.05). One patient had lateral calcaneal pain after operation, and was alleviated after rehabilitation. No complications such as infection or nonunion were found after operation. Conclusion:The reduction robot system combined with 3M fixator for Sanders types II and III calcaneal fractures demonstrates significant clinical advantages, such as reduced surgical waiting time and operative duration, promoted fracture healing, early alleviated pain, enhanced ankle joint functional recovery, and decreased complication occurrence.

Objective To analyze the prevalence status of cardiometabolic risk factor (CMRF) and its aggregation among workers engaged in new forms of employment. Methods A total of 5 429 new employment workers (including couriers, online food delivery workers, and ride hailing drivers) who underwent health medical examinations at a tertiary hospital in Beijing City were selected as the research subjects using the judgment sampling method. Data on waist circumference, blood pressure, blood glucose, and blood lipid levels were collected to analyze their CMRF [central obesity, elevated blood pressure, elevated blood glucose, elevated triglycerides, and reduced high-density lipoprotein cholesterol (HDL-C)] and their aggregation (with ≥ 2 of the above 5 risk factors) status. Results The detection rates of central obesity, elevated blood pressure, elevated blood glucose, elevated triglycerides, and reduced HDL-C were 61.2%, 38.2%, 29.5%, 40.9% and 22.6%, respectively. The detection rates of CMRF aggregation was 57.8%. The result of multivariable logistic regression analysis showed that male, age ≥45 years, smoking, overweight, and obesity were risk factors for CMRF aggregation (all P<0.05). Conclusion The detection rate of CMRF and its aggregation among workers with new forms of employment in Beijing City is relatively high. Targeted prevention and control efforts should be strengthened for high-risk populations, especially males, workers aged ≥45 years, smokers, and those who are overweight or obese.

Lacking therapeutic targets highlights the crucial roles of chemotherapy and radiotherapy in the clinical management of triple-negative breast cancer (TNBC). To relieve the side effects of the chemoradiotherapy combination regimen, we design and develop a self-assembled micelle nanosystem consisting of perfluorocarbon chain-modified cisplatin prodrug. By incorporating perfluorodecalin, this nanosystem can effectively carry ozone and promote irradiation-derived reactive oxygen species (ROS) production. By leveraging the perfluorocarbon sidechain, the nanosystem exhibits efficient internalization by TNBC cells and effectively escapes from lysosomal entrapment. Under X-ray irradiation, ozone-generated ROS disrupts the intracellular redox balance, thereby facilitating the release of cisplatin in a reduction-responsive manner mediated by reduced glutathione. Moreover, oxygen derived from ozone decomposition enhances the efficacy of radiotherapy by alleviating tumor hypoxia. Notably, the combination of irradiation with ozone-loaded cisplatin prodrug nano system synergistically prompts antitumor efficacy and reduces cellular/systemic toxicity in vitro and in vivo. Furthermore, the combo regimen remodels the tumor microenvironment into an immune-favored state by triggering immunogenic cell death and relieving hypoxia, which provides a promising foundation for a combination regimen of immunotherapy. In conclusion, our nanosystem presents a novel strategy for integrating chemotherapy and radiotherapy to optimize the efficacy and safety of TNBC clinical treatment.