Artificial intelligence-based medical decision-making systems can significantly accelerate decision processes and enhance accuracy.However,challenges persist in achieving personalized care and in the compre-hensive collection of medical data.This paper explores potential solutions to these issues by examining AI ap-plications in diagnostic omics and multi-dimensional data acquisition,providing an overview of current pro-gress and limitations in developing intelligent medical decision systems through these approaches.Additional-ly,the paper also discusses the broad potential for artificial intelligence applications in medical education and their possible contributions to advancing overall decision-making standards in healthcare.

Objective To investigate the therapeutic mechanism of Dingkun Dan(DKD)in polycystic ovary syndrome(PCOS)by examining the effects of microRNA-30d-5p on ovarian granulosa cells(GCs).Methods A PCOS rat model was established using dehydroepiandrosterone(DHEA).Normal rat GCs and PCOS rat GCs were cultured in vitro and divided into four groups:blank control group,model group,low-dose DKD group,and high-dose DKD group.After grouping,GCs viability was assessed using the methyl thiazolyl tetrazolium(MTT)assay,GCs apoptosis was analyzed by flow cytometry,and the gene expression of transforming growth factor β1(TGF-β1),Smad2,Smad3,and microRNA-30d-5p in GCs was measured by real-time polymerase chain reaction(RT-PCR),protein expression of TGF-β1,Smad2,and Smad3 in GCs was detected by Western Blot.Results Compared with the blank control group,the model group exhibited significantly decreased GCs viability,increased GCs apoptosis,upregulated mRNA and protein expression of TGF-β1,Smad2,and Smad3,and downregulated microRNA-30d-5p expression,the differences were statistically significant(P＜0.01).Compared with the model group,both low-and high-dose DKD groups showed increased GCs viability,reduced GCs apoptosis,downregulated mRNA and protein levels of TGF-β1 Smad2 and Smad3,elevated microRNA-30d-5p expression,and the differences were statistically significant(P＜0.05 or P＜0.01).Conclusion DKD promotes GCs proliferation by targeting Smad2 via microRNA-30d-5p,suggesting a potential therapeutic role in PCOS-related ovulatory dysfunction.

Depression, a mental health disorder, has emerged as one of the significant challenges in the global public health domain. Investigating the pathogenesis of depression and accurately assessing the symptomatic changes are fundamental to formulating effective clinical diagnosis and treatment strategies. Utilizing non-invasive brain imaging technologies such as functional magnetic resonance imaging and scalp electroencephalography, existing studies have confirmed that the onset of depression is closely associated with abnormal neural activities and altered functional connectivity in multiple brain regions. Magnetoencephalography, unaffected by tissue conductivity and skull thickness, boasts high spatial resolution and signal-to-noise ratio, offering unique advantages and significant value in revealing the abnormal brain mechanisms and neural characteristics of depression. This review, starting from the rhythmic characteristics, nonlinear dynamic features, and connectivity characteristics of magnetoencephalography in depression patients, revisits the research progress on magnetoencephalography features related to depression, discusses current issues and future development trends, and provides insights for the study of pathophysiological mechanisms, as well as for clinical diagnosis and treatment of depression.
Humans ; Magnetoencephalography/methods* ; Brain/physiopathology* ; Depression/diagnosis* ; Electroencephalography ; Magnetic Resonance Imaging

Most cancers are currently incurable, partly due to abnormal post-translational modifications (PTMs). In this study, we initially used multiple myeloma (MM) as a working model and found that SUMOylation activating enzyme subunit 1 (SAE1) promotes the malignancy of MM. Through proteome microarray analysis, SAE1 was identified as a potential target for bioactive colcemid or its derivative colchicine. Elevated levels of SAE1 were associated with poor clinical survival and increased MM proliferation in vitro and in vivo. Additionally, SAE1 directly SUMOylated and upregulated the total protein expression of p27, leading to LLPS-mediated nuclear export of p27. Our study also demonstrated the involvement of SAE1 in other types of cancer cells, and provided the first monomer crystal structure of SAE1 and its key binding model with colchicine. Colchicine also showed promising results in the Patient-Derived Tumor Xenograft (PDX) model. Furthermore, a controlled clinical trial with 56 MM patients demonstrated the clinical efficacy of colchicine. Our findings reveal a novel mechanism by which tumor cells evade p27-induced cellular growth arrest through p27 SUMOylation-mediated nuclear export. SAE1 may serve as a promising therapeutic target, and colchicine may be a potential treatment option for multiple types of cancer in clinical settings.

Objective To investigate the effects of puerarin on myocardial ischemia-reperfusion injury and its mecha-nism.Methods Molecular docking and dynamics simulation were utilized to predict the binding potential of puerarin and SIRT1.A myocardial ischemia-reperfusion model was established in SD rats by ligating the anterior descending branch of the left coronary artery.The protective effect of puerarin on myocardial injury was observed,and the therapeutic effect of puerarin was compared after inhibition of SIRT1 expression.The infarct volume was detected using 2,3,5-triphenyltetrazolium chloride(TTC)staining.The apoptosis rate and SIRT1 expression of cardiomyocytes were detected by using TUNEL combined with im-munofluorescence.Transmission electron microscope was used to observe the myocardial ultrastructure.Western blot was per-formed to detect the expression of ferroptosis-related proteins.Results Molecular docking studies confirmed the formation of stable complexes between puerarin and SIRT1.Puerarin treatment significantly increased myocardial ischemia-reperfusion injury through upregulation of SIRT1,SLC7A11 and GPX4 expression,and downregulation of IREB2 expression in rats.The protec-tive effect of puerarin on myocardium was abolished once SIRT1 protein expression was inhibited.Conclusion Molecular doc-king and molecular dynamics simulation techniques can accurately predict the interaction of puerarin,and the main target SIRT1.Puerarin inhibits ferroptosis by activating SIRT1 pathway,thereby alleviating myocardial ischemia-reperfusion injury.

Objective To investigate the correlation of human epididymis protein 4(HE4)with proteinuria in patients with type 2 diabetes mellitus(T2DM).Methods A total of 147 T2DM patients from January 2020 to July 2023 in Jiujiang NO.l People's Hospital were enrolled in observation group.According to the severity of proteinuria,observation group was divided into three groups:Normal albuminuria group(101 cases),microalbuminuria group(25 cases),and massive albuminuria group(21 cases).50 healthy examinees with gender and age matching during the same period were selected as control group.HE4 levels and clinical indicators in each group were compared and analyzed.Correlation between HE4 and proteinuria was analyzed by using univariate and multivariate linear regression.Results The correlation network diagram reveals that HE4 functions was a pivotal node linking serum albumin,urinary microalbumin,urinary microalbumin-to-creatinine ratio(UACR),and renal function biomarkers.Compared to control group,HE4 levels significantly elevated in observation group(P＜0.01).Both univariate and multivariate linear regression analysis demonstrate a positive correlation between HE4 and UACR.Logistic regression analysis shew that after adjusting for confounding factors including age,gender,estimated glomerular filtration rate(eGFR),albumin(ALB),blood urea nitrogen(BUN),serum creatinine(SCr),uric acid(UA),lactate dehydrogenase(LDH)etc.elevated HE4 levels was a risk factor for proteinuria(OR=1.110,95％CI:1.005-1.226).Conclusion Elevated HE4 levels in patients with T2DM is positivly correlated with UACR.Increase its level increases the risk of proteinuria in T2DM patients.

Objective:To investigate the effects of dexmedetomidine and urapidil on postoperative extubation stress response, postoperative shivering, and cerebral oxygen metabolism in patients with hypertensive intracerebral hemorrhage.Methods:A total of 120 patients with hypertensive intracerebral hemorrhage admitted to the Seventh People′s Hospital of Hebei Province from January 2021 to December 2022 were selected as the research subjects. They were randomly divided into an observation group (60 cases) and a control group (60 cases) according to the random number table method. All patients underwent intracranial hematoma removal surgery under general anesthesia combined with bone flap decompression surgery for treatment. The observation group patients received sedation and analgesia with dexmedetomidine and urapidil after surgery, while the control group patients received sedation and analgesia with dexmedetomidine after surgery. The differences in vital signs, stress indicators, cerebral oxygen and cerebral glucose metabolism, and adverse reactions between two groups of patients were compared.Results:There was no statistically significant difference in heart rate (HR), systolic blood pressure (SBP), diastolic blood pressure (DBP), and bispectral index (BIS) between the two groups after entering the room (T 0) and before anesthesia medication (T 1) (all P>0.05). The HR, SBP, DBP, and BIS of the observation group were significantly lower than those of the control group at extubation (T 2), immediately after extubation (T 3), 1 minute after extubation (T 4), and 3 minutes after extubation (T 5), and the differences were statistically significant (all P<0.05). There was no statistically significant difference in various stress indicators between the two groups of patients at T 0 (all P>0.05), while the stress indicators of the observation group were significantly lower than those of the control group at T 5 (all P<0.05). There was no statistically significant difference in the cerebral oxygen uptake rate (CERO 2) and cerebral arteriovenous blood glucose difference (AVDG) between the two groups of patients at T 0 (all P>0.05), while the CERO 2 and AVDG in the observation group at T 5 were significantly higher than those in the control group (all P<0.05). There was no statistically significant difference in the incidence of hypoxemia, hypotension, and bradycardia between the two groups of patients after surgery (all P>0.05). The incidence of postoperative shivering in the observation group was lower than that in the control group ( P<0.05). The Glasgow Coma Index of both groups of patients after surgery was higher than that before surgery (all P<0.05), and there was no statistically significant difference in Glasgow Coma Index between the two groups before and after surgery (all P>0.05). Conclusions:Dexmedetomidine and Urapidil have significant improvement effects on postoperative extubation stress response, postoperative shivering, and cerebral oxygen metabolism in patients with hypertensive intracerebral hemorrhage. It is recommended to promote them clinically.

Objective To explore the mechanism of microRNA(miRNA)-365a-3p affecting the function of vascular endothelial cells involved in the pathogenesis of preeclampsia(PE).Methods Primary human umbilical vein endothelial cells(HUVECs)were set as a NC group(transfected miR-365a-3p NC),a mimics group(trans-fected miR-365a-3p mimics)and a inhibitor group(transfected miR-365a-3p inhibitor).Logarithmic HUVECs cells were set as the blank group.The cell proliferation,migration and angiogenesis in each group were detected.Dual luciferin assay verified the targeting relationship between miR-365a-3p and downstream gene.The protein expressions of TGF-β1,Smad4 and Smad7 in each group were detected.Results Compared with the blank group and the NC group,the absorbance value and mobility of 24,48 and 72 h were decreased(P＜0.05),the number of tubular structures per field were decreased in the mimics group(P＜0.05),the absorbance value and mobility of 24,48 and 72 h were increased(P＜0.05),and the number of tubular structures per field were increased in the inhibitor group(P＜0.05).Dual luciferin assay showed that Smad7 was a target gene of miR-365a-3p.Compared with the blank group and the NC group,the protein expressions of TGF-β1 and Smad4 in the mimics group were increased(P＜0.05),while the protein expression of Smad7 was decreased(P＜0.05).The protein expression levels of TGF-β1 and Smad4 in the inhibitor group were decreased(P＜0.05),while the protein expression levels of Smad7 were increased(P＜0.05).Conclusion miR-365a-3p may affect the function of vascular endothelial cells by regulating the downstream TGF-β signaling pathway,and thus participate in the pathogenesis of PE.

The incidence of blood tumors is getting higher and higher. In addition to traditional chemoradiotherapy, in recent years, with the development of nuclear medicine technology and nuclide, nuclide therapy is playing an increasingly important role in the treatment of blood tumors. At present, the main research on the treatment of blood tumors focuses on acute myeloid leukemia (AML), but progress has also been made in other blood tumors. 213Bi and 225Ac-labeled monoclonal antibodies have achieved good results in blood tumors. 225Ac has overcome the short half-life of 213Bi and the problems of transportation and preservation. However, there are still many problems to be solved in the clinical use of α particles. This article reviews the progress of α-particle therapy in blood system, in order to provide a broader idea for the treatment of blood tumors.

Objective:To conduct a nationwide physician survey to better understand clinicians’ disease awareness, treatment patterns, and experience of Waldenstr?m macroglobulinemia (WM) in China.Methods:This cross-sectional study was conducted from February 2022 to July 2022 by recruiting clinicians with WM treatment experience from hematology, hematology-oncology, and oncology departments throughout China. Quantitative surveys were designed based on the qualitative interviews.Results:The study included 415 clinicians from 219 hospitals spread across thirty-three cities and twenty-two provinces. As for diagnosis, the laboratory tests prescribed by physicians for suspected WM patients were relatively consistent (92% -99% recommendation for laboratory, 79% -95% recommendation for pathology, 96% recommendation for gene testing, and 63% -83% recommendation for imaging examination). However, from a physician's perspective, there was 22% misdiagnosis occurred in clinical practice. The rate of misdiagnosis was higher in lower-level hospitals than in tertiary grade A hospitals (29% vs 21%, P<0.001). The main reasons for misdiagnosis were that WM was easily confused with other diseases, and physicians lacked the necessary knowledge to make an accurate diagnosis. In terms of gene testing in clinical practice, 96% of participating physicians believed that WM patients would require gene testing for MYD88 and CXCR4 mutations because the results of gene testing would aid in confirming diagnosis and treatment options. In terms of treatment, 55% of physicians thought that the most important goal was to achieve remission, while 54% and 51% of physicians wanted to improve laboratory and/or examination results and extend overall survival time, respectively. Among patients with treatment indications, physicians estimated that approximately 21% of them refused to receive treatment, mainly owing to a lack of affordable care and disease awareness. When selecting the most appropriate treatment regimens, physicians would consider patient affordability (63% ), comorbidity (61% ), and risk level (54% ). Regimens containing Bruton tyrosine kinase inhibitor (BTKi) were most widely recommended for both treatment-na?ve and relapsed/refractory patients (94% for all patients, 95% for treatment-na?ve patients, and 75% for relapsed/refractory patients), and most physicians recommended Ibrutinib (84% ). For those patients who received treatment, physicians reported that approximately 23% of patients did not comply with the treatment regimen due to a lack of affordability and disease awareness. Furthermore, 66% of physicians believe that in the future, increasing disease awareness and improving diagnosis rates is critical. Conclusions:This study is the first national physician survey of WM conducted in China. It systematically describes the issues that exist in WM diagnosis and treatment in China, such as a high rate of misdiagnosis, limited access to gene testing and new drugs, and poor patient adherence to treatment. Chinese doctors believe that improving doctors’ and patients’ understanding of WM is one of the most urgent issues that must be addressed right now.