1.NAD+ Ameliorates Endothelial Dysfunction in Hypertension via Activation of SIRT3/IDH2 Signal Pathway
Yumin QIU ; Xi CHEN ; Jianning ZHANG ; Zhangchi LIU ; Qiuxia ZHU ; Meixin ZHANG ; Jun TAO ; Xing WU
Journal of Sun Yat-sen University(Medical Sciences) 2025;46(1):70-80
ObjectiveTo investigate the effect of nicotinamide adenine dinucleotide on vascular endothelial injury in hypertension and its molecular mechanism. MethodsC57BL/6J mice were randomly divided into saline group (Saline) and hypertension group (Ang Ⅱ, which were infused with Ang Ⅱ via subcutaneously implanted osmotic pumps), and supplemented daily with nicotinamide mononucleotide (300 mg/kg), a precursor of NAD+. Blood pressure, endothelial relaxation function and pulse wave velocity were measured after 4 weeks. Wound healing assay and adhesion assay were used to evaluate the function of endothelial cells in vitro. mtROS levels were detected by immunofluorescence staining. RT-PCR was used to detect the mRNA expression of mtDNA, SIRT3 and isocitrate dehydrogenase 2 (IDH2). 8-hydroxy-2'-deoxyguanosine levels were detected by enzyme-linked immunosorbent assay. The protein expression levels of p-eNOS, eNOS, SIRT3 and IDH2 were detected by Western blot. ResultsNMN supplementation reduced blood pressure (P<0.001) and improved endothelial function and arterial stiffness (P<0.001) in hypertensive mice. In vitro, NMN improved endothelial function in AngII-stimulated endothelial cells (P<0.05) and attenuated mitochondrial oxidative stress levels (P<0.001). Mechanistically, NMN elevated SIRT3 activity (P<0.001), which subsequently enhanced IDH activity (P<0.001) and reduced oxidative stress levels in endothelial cells. Conversely, knockdown of IDH2 would reverse the effect of SIRT3 in improving endothelial function (P<0.001). ConclusionNAD+ lowers blood pressure and enhances vascular function in hypertension by reducing the level of oxidative stress in endothelial cells through activation of the SIRT3/IDH2 signal pathway.
2.Research progress on the mechanism of metformin in the intervention of cognitive impairment-related diseases
Yuan LIU ; Yumin XU ; Shiyu LIU ; Huayu YAN ; Xin YANG ; Hongcai XU ; Yabo WU
China Pharmacy 2025;36(15):1942-1946
Cognitive impairment (CI) is a clinical syndrome characterized by progressive decline in advanced cognitive functions such as memory, thinking, and judgment. Its etiology and pathogenesis are complex, and there is currently a lack of specific drug interventions. Metformin, as a first-line hypoglycemic drug for type 2 diabetes, not only lowers blood glucose levels but also improves CI. This article reviews and summarizes the pharmacological effects and mechanisms of metformin in improving Alzheimer’s disease, diabetes cognitive impairment, cognitive impairment after chemotherapy, in order to provide novel insights and approaches for the treatment of CI-related diseases. Studies have shown that the mechanism by which MET intervenes in CI mainly includes regulating β-amyloid protein and tau protein metabolism, reducing insulin resistance, inhibiting neuroinflammation, improving synaptic plasticity, improving mitochondrial dysfunction, regulating gut microbiota and lipid metabolism, etc. Future research needs to be conducted through interdisciplinary collaboration, fully integrating multiple omics data, and combining advanced technologies to further reveal their mechanisms of effect.
3.A deep learning model for the diagnosis of first-episode schizophrenia and grading of EEG abnormalities using EEG signals
Lili SHUI ; Chenchen LIU ; Yumin LI
Sichuan Mental Health 2025;38(4):308-314
BackgroundSchizophrenia is a highly heterogeneous disease with different clinical subtypes. Artificial intelligence technology represented by deep learning models has provided considerable benefits for the electroencephalogram (EEG)-based schizophrenia diagnosis, treatment and research, however, to date little research has been conducted regarding any of these benefits among Chinese schizophrenic patients. ObjectiveTo investigate the application of deep learning techniques utilizing EEG parameters for the diagnosis of first-episode schizophrenia and grading of EEG abnormalities in patients, with the aim of contributing to improved clinical diagnosis and treatment strategies for the disorder. MethodsFrom January 2020 to January 2023, a total of 130 patients with first-episode schizophrenia who met the diagnostic criteria of International Classification of Diseases, tenth edition (ICD-10), and attended at the Third People's Hospital of Fuyang, along with 150 health checkup examinees, were enrolled. All of them underwent EEG examination. An optimized long short-term memory (LSTM) deep learning model was developed utilizing EEG signals. Ten-fold cross-validation method was employed to evaluate the model's performance. The dataset was then split into two components: a training set (90%) for LSTM model development and a test set (10%) for validation. The accuracy, recall rate, precision, F1-score, schizophrenia diagnosis and EEG abnormality grading were used as evaluation indicators, and the results of the proposed model were compared to the assessments made by experienced psychiatrists. ResultsFor schizophrenia diagnosis, the modeling group achieved the following performance metrics: precision (94.40±3.03)%, recall rate (94.30±3.23)%, accuracy (94.60±2.22)%, and F1-score (94.20±2.20)%. In the validation group, the corresponding metrics were precision (90.90±2.85)%, recall rate (92.20±1.14)%, accuracy (92.20±1.69)%, and F1-score (91.50±1.78)%. Statistical analysis revealed no significant differences between the LSTM diagnostic model and the experienced psychiatrists in terms of precision, recall rate, accuracy, and F1-score for schizophrenia diagnosis (χ2=1.500, 0.750, 2.722, 1.056, P>0.05). The modeling group demonstrated an accuracy rate of (91.71±1.73)% in grading EEG abnormalities. For Grade 1 abnormalities, the modeling group reported a precision of (96.40±2.39)%, a recall rate of (94.77±1.40)%, and an F1-score of (95.55±1.14)%. In the case of Grade 2 abnormalities, the precision was (85.89±2.04)%, the recall rate was (88.10±6.18)%, and the F1-score was (87.06±3.12)%. For the more severe Grade 3 abnormalities, the modeling group's precision was (79.61±7.33)%, the recall rate was (81.79±9.87)%, and the F1-score was (80.41±6.79)%. Additionally, the validation group exhibited an accuracy rate of (85.61±6.16)%. The precision, recall rate, and F1-score for Grade 1 abnormalities were (91.43±6.25)%, (92.64±9.65)% and (91.56±4.83)%, respectively. For Grade 2 abnormalities, these metrics were (71.17±19.02)%, (77.64±17.24)% and (71.88±11.33)%. In the case of Grade 3 abnormalities, the precision was (90.00±21.08)%, the recall rate was (80.00±25.82)%, and the F1-score was (81.67±19.95)%. There was no significant difference in the accuracy, recall, accuracy and F1 value between LSTM model and senior doctors in evaluating the abnormal degree of EEG in schizophrenia (χ2=0.098, 0.036, 0.020, 0.336, P>0.05). The LSTM model takes less time to diagnose schizophrenia and EEG abnormalities than senior doctors, and the differences were statistically significant (t=57.147, 43.104, P<0.01). ConclusionThe study utilizes an EEG-based LSTM deep learning model for diagnosing first-episode schizophrenia and grading EEG abnormalities, and the model not only matches the performance of experienced psychiatrists but also significantly reduces the time required for diagnosis.
4.Consensus on low-altitude transport and delivery services for emergency medicines via drones (2025 edition)
Qinshui WU ; Yanfang CHEN ; Tao LIU ; Xiaoyan LI ; Yumin LIANG ; Xin LI ; Zhong LI ; Rong LI ; Xiaoman WANG ; Shuyao ZHANG ; Huishu TIAN
China Pharmacy 2025;36(18):2221-2225
OBJECTIVE To promote the application of drones in emergency rescue and related fields, expand “low-altitude+ medical” rescue services, and advance the standardization of “low-altitude+medical” distribution services. METHODS The Consensus on Low-altitude Transport and Delivery Services for Emergency Medicines via Drones (2025 Edition) (hereinafter referred to as the Consensus) was jointly initiated by the Division of Therapeutic Drug Monitoring, Chinese Pharmacological Society and the Expert Committee on Precision Medication of the Guangdong Pharmaceutical Association. Guangzhou Red Cross Hospital served as the leading unit, organizing 53 multidisciplinary experts nationwide to participate in drafting and reviewing. A nominal group technique was employed to discuss and finalize the consensus outline, resulting in a preliminary draft. Delphi method was employed, and 11 external review experts were invited to conduct the evaluation. After the experts’ opinions were analyzed and integrated, the Consensus was finalized. RESULTS & CONCLUSIONS The finalized Consensus includes its purpose, principles, and applicable scenarios, basic requirements, and operational procedures for low-altitude transport and delivery of emergency medications; distribution requirements and precautions for controlled substances, fragile medications, and temperature-sensitive medications; and recommendations for emergency medications supplies suitable for the low-altitude transportation and distribution. The release of this Consensus is expected to provide guidance and support for the standardization of “low-altitude+medical” distribution services and the application of low-altitude economy in the healthcare sector.
5.A case report and literature review on anakinra in the treatment of refractory adult onset Still’s disease
Yumin YAN ; Jie LIU ; Xia ZHANG ; Xue ZHONG
China Pharmacy 2025;36(19):2442-2447
OBJECTIVE To investigate the efficacy and safety of the interleukin-1 (IL-1) receptor antagonist anakinra in the treatment of refractory adult onset Still’s disease (AOSD), and provide more real-world evidence and practical experience for the treatment of AOSD with this drug. METHODS A retrospective analysis was conducted on the diagnosis and treatment process of a patient with AOSD complicated with dermatomyositis who received anakinra; systematically searched for relevant literature on the treatment of AOSD with anakinra in Chinese and English databases such as CNKI, PubMed, Medline, etc., and conduct literature review on its efficacy and safety. RESULTS The patient in this case had poor treatment with multiple traditional drugs and was considered to have AOSD combined with dermatomyositis. After being admitted to the hospital and treated with a combination therapy of anakinra and glucocorticoids for several days, the patient’s clinical symptoms and inflammatory indicators significantly improved, and no serious adverse drug reactions occurred. Pharmacists designed specialized pharmaceutical monitoring pathways and conduct regular follow-up after discharge. After discharge, the patient took medication regularly, and the condition was maintained and relieved; during this period, there was redness and swelling at the injection site which resolved on its own without any other obvious discomfort. Literature review showed that anakinra could increase the response rate and remission rate of AOSD patients, and significantly reduce the dosage of glucocorticoids; adverse events were mainly injection site reactions, with a low overall risk of infection and good safety; however, there was a significant difference in the treatment course, and there was currently no unified plan. CONCLUSIONS Anakinra is an efficient and safe biological agent for treating AOSD, which can rapidly induce and maintain disease remission. For AOSD patients, clinical consideration may be given to using IL-1 antagonists to reduce glucocorticoid dependence, while strengthening long-term medication monitoring.
6.Screening and characterization of anti-SARS-CoV-2 receptor binding domain antibodies with broad-spectrum neutralizing activity
NI Wanqi ; REN Li ; JIN Changzhong ; YANG Furong ; SHEN Yumin ; WANG Shuo ; HU Caiqin ; HAO Yanling ; LIU Ying ; ZHU Biao ; SHAO Yiming ; LI Dan ; WANG Zheng
China Tropical Medicine 2024;24(3):258-
convalescents, and to screen for broad-spectrum neutralizing antibodies against the SARS-CoV-2 RBD. Methods Using biotinylated RBD as a molecular probe, flow cytometry was employed to perform single-cell sorting of B cells from peripheral blood mononuclear cells (PBMCs) of convalescents. The obtained B cells were lysed and subjected to reverse transcription, followed by nested PCR amplification of the heavy and light chains of antibodies was conducted using random primers. The amplified products were cloned into corresponding expression vectors, and the respective matched heavy-light chain plasmids were co-transfected into 293F cells for expression. Monoclonal antibodies were then purified using Protein A column chromatography. Neutralization experiments were conducted with the wild-type (WT) pseudovirus, and antibodies with IC50<0.1 μg/mL were selected for further testing of neutralizing breadth and potency against the wild-type (WT), Beta variant (B.1.351), Delta variant (B.1.617.2), and currently prevalent pseudovirus strains (XBB, BA.5, BF.7). Results A total of 21 RBD-specific monoclonal B cells were obtained from two recovered patients, resulting in the isolation of 13 pairs of antibody light/heavy chains. Nine antibodies were successfully expressed, with P1-A1, P1-B6, and P1-B9 exhibiting IC50 values below 0.1 μg/mL against the pseudovirus of the wild-type strain (WT). Specifically, P1-B6 effectively neutralized the wild-type strain (WT), Beta variant (B.1.351), and Delta variant (B.1.617.2), with IC50 values reaching 0.01 μg/mL. P1-B9 demonstrated effective neutralization against the wild-type strain (WT), Beta variant (B.1.351), Delta variant (B.1.617.2), and Gamma variant (P.1) pseudoviruses, with IC50 values of 0.42 μg/mL, 0.63 μg/mL, 0.28 μg/mL, and 2.50 μg/mL, respectively. Additionally, P1-B6 exhibited good neutralization against BA.5 and BF.7 pseudoviruses, with IC50 values of 0.06 μg/mL and 0.09 μg/mL, respectively. Conclusions Infection with the SARS-CoV-2 WT strain can induce the generation of neutralizing antibodies with broad-spectrum activity. Generating these broadly neutralizing antibodies does not require an excessively high somatic hypermutation. The obtained antibodies can be used as candidates for SARS-CoV-2 diagnosis and prevention.
7.Isorhynchophylline attenuates angiotensinⅡ-induced cardiomyocyte hypertrophy by inhibiting the Akt pathway
Yulei GU ; Yi LIU ; Zhiqiang ZHU ; Hui PEI ; Yumin JIANG ; Jiafeng XIE ; Yujing MAO ; Xiaofan ZHANG ; Lu GAO ; Lili XIAO
Chinese Journal of Emergency Medicine 2024;33(5):665-670
Objective:To investigate the effect and mechanism of isorhynchophylline (IRN) on angiotensin Ⅱ(Ang Ⅱ)-induced cardiac hypertrophy.Methods:H9c2 cells were co-cultured with Ang Ⅱ and different concentrations of IRN (0, 5, 10, 25, 50 μmol/L). The cell surface area and mRNA levels of cardiac hypertrophy markers atrial natriuretic peptide (ANP), brain natriuretic peptide (BNP) and β-myosin heavy chain (β-MHC) were detected to elucidate the effect of IRN on myocardial hypertrophy and the most effective concentration. H9c2 cells were co-cultured with Ang Ⅱ and IRN (25 μmol/L) at different times (0, 6, 12, 24 h) to elucidate the most effective time of inhibition. The phosphorylation levels of the signaling pathway were detected, and the effects of IRN and Akt inhibitor MK2206 on the phosphorylation levels of the signaling pathway were further explored to elucidate the underlying mechanisms.Results:Compared with the control group, the surface area of H9c2 cells, and the mRNA expression of myocardial hypertrophy markers ANP, BNP and β-MHC were significantly increased (all P<0.05). Pretreated with different concentrations of IRN (5, 10, 25, 50 μmol/L) could inhibit the increase in cell surface area induced by AngⅡ (all P<0.05), especially at the concentration of 25 μmol/ L ( P<0.01). IRN could time-dependently inhibit AngⅡ-induced activation of ANP, BNP, β-MHC mRNA (all P<0.05). AngⅡ caused increased phosphorylation levels of Akt, GSK3β, mTOR and FOXO3a. IRN could block AngⅡ-induced phosphorylation of the Akt signaling pathway. Conclusion:IRN attenuates AngⅡ-induced cardiomyocyte hypertrophy by inhibiting the Akt signaling pathway.
8.Clinical analysis of children with anomalous origin of coronary artery over ten years in a single center
Jieliang LIN ; Meng ZHANG ; Fen LI ; Lijun FU ; Wei GAO ; Tingliang LIU ; Ying GUO ; Yumin ZHONG ; Jie SHEN
Chinese Journal of Applied Clinical Pediatrics 2024;39(10):757-760
Objective:To analyze the clinical characteristics of different types of anomalous origin of the coronary artery.Methods:A case-series study was conducted.Based on the clinical data of children diagnosed with anomalous origin of the coronary artery at Shanghai Children′s Medical Center, Shanghai Jiao Tong University School of Medicine from January 2013 to January 2023, the diseases of different types of anomalous origin of the coronary artery were summarized.Results:A total of 177 children with anomalous origin of the coronary artery were treated.Among them, 122 children developed the anomalous origin of the left coronary artery from the pulmonary artery (ALCAPA), including 54 males and 68 females, with a median age of 1.2 years; 6 children developed the anomalous origin of the right coronary artery from the pulmonary artery (ARCAPA), including 3 males and 3 females, with a median age of 4.3 years; 9 children developed the anomalous left coronary artery from the right coronary sinus (ALCA), including 6 males and 3 females, with a median age of 9.5 years; 40 children developed the anomalous right coronary artery from the left coronary sinus (ARCA), including 24 males and 16 females, with a median age of 7.7 years.Most children diagnosed with ALCAPA had onset within 1 year of age, with chronic heart failure as the main manifestation, and young children were often accompanied by severe mitral regurgitation.A total of 111 children underwent surgery, and 11 children died.Six children with ARCAPA had no obvious clinical symptoms and were treated by operation according to the principle of double coronary circulation after diagnosis.Nine children with ALCA started with syncope, chest pain or abdominal pain after exercise.Eight of the children underwent surgical treatment, including 1 who received a heart transplant.Of the 40 children with ARCA, 23 children had clinical manifestations, with chest tightness, syncope, and chest pain after exercise as chief complaints; 16 children were tested positive for treadmill exercise before surgery; and a total of 13 children received surgical treatment.Conclusions:Different types of anomalous origin of the coronary artery vary in severity.The clinical manifestations of the anomalous origin of the left coronary artery are generally serious, and most of such patients have the risk of cardiac insufficiency or sudden death.Once diagnosed, surgical treatment should be performed timely.The clinical manifestations of the anomalous origin of the right coronary artery are relatively mild, and only a few may have serious consequences, which are usually treated according to the principle of individualization or double coronary circulation.
9.Bioinformatics analysis of ANLN expression in clear cell renal cell carcinoma and its correlation with prognosis and immune infiltration
Dongyang LIU ; Nan ZHANG ; Hailing LI ; Yuqi WANG ; Yubo SU ; Yumin GAO
Chinese Journal of Immunology 2024;40(8):1726-1734
Objective:To investigate diagnostic and prognostic value of actin-binding protein ANLN in clear cell renal cell carcinoma(ccRCC)and its relationship with tumor microenvironment.Methods:Gene expression data and clinical data for ccRCC were downloaded from The Cancer Genome Atlas(TCGA).Relationship between ANLN expression and clinicopathological features was assessed by Wilcoxon rank sum test and Logistic regression.Receiver operating characteristic(ROC)curve was used to assess diagnostic value of ANLN expression in ccRCC.Kaplan-Meier and Cox regression analysis were used to investigate effect of ANLN expression on overall survival.Gene set enrichment analysis(GSEA)was used to identify signaling pathways associated with ANLN in ccRCC.Relationship between ANLN expression and immune infiltration was analyzed by ESTIMATE algorithm,tumor immune estima-tion resource(TIMER)and CIBERSORT algorithms.Relationship between ANLN and drug sensitivity was calculated using CellMiner database.Results:ANLN expression was significantly upregulated in ccRCC tissues.ANLN expression in ccRCC was correlated with clinicopathological features.ROC analysis showed that ANLN had a high diagnostic value in ccRCC.High ANLN expression was signifi-cantly associated with poor prognosis.Multivariate Cox regression analysis showed that high ANLN expression was an independent risk factor for overall survival in ccRCC patients.GSEA showed that ANLN was associated with multiple signaling pathways.In terms of immunity,ANLN was closely associated with tumor microenvironment,immune infiltration and immune checkpoint molecules in ccRCC.ANLN expression was negatively correlated with sensitivity of most antitumor drugs.Conclusion:ANLN is a potential diagnos-tic and prognostic biomarker and immunotherapeutic target for ccRCC.
10.Research progress on the role of mitochondria-associated membranes in the pathogenesis of Alzheimer's disease
Shiyu LIU ; Yumin XU ; Hongcai XU ; Fangmei LU
Chinese Journal of Comparative Medicine 2024;34(7):121-130
Mitochondria-associated membranes(MAMs)are a subcellular compartment involved in the communication and material exchange between the mitochondrial outer membrane and endoplasmic reticulum membrane.MAMs perform various biological processes in cells under different conditions.MAM-dysfunction-mediated calcium homeostasis imbalance,endoplasmic reticulum stress,mitophagy defects,mitochondrial fission/fusion dynamics imbalance,lipid metabolism disorders,and inflammatory responses are key pathogenic factors in Alzheimer's disease(AD).This article reviews the structure and function of MAMs,their involvement in AD pathology,and drug intervention targets,and discusses the role of MAMs in the pathogenesis of AD and the latest research into their mechanisms,to provide new ideas for the prevention and treatment of AD.

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