1.Significance of HALP Score as a Prognostic Indicator for Newly Diagnosed Multiple Myeloma.
Kuan-Shun ZHANG ; Dian-Liang LYU ; Lin SHI
Journal of Experimental Hematology 2025;33(2):442-446
OBJECTIVE:
To investigate the significance of HALP score as a prognostic indicator for newly diagnosed multiple myeloma (MM).
METHODS:
Clinical data of 62 newly diagnosed MM patients in our hospital from January 2020 to December 2022 were collected and retrospectively analyzed. The difference in age, sex, DS stage, R-ISS stage, M protein type, serum creatinine (Scr), β2-microglobulin (β2-MG), blood calcium, lactate dehydrogenase (LDH), hemoglobin (Hb), albumin (ALB), platelet count (PLT), and absolute lymphocyte count (ALC) between patients with low and high HALP scores were analyzed. The prognostic value of the above indexes in newly diagnosed MM patients was analyzed by univariate and multivariate analysis.
RESULTS:
The optimal cut-off value of HALP score was 41 determined by X-tile software. Based on this, 62 patients were divided into a high HALP group (HALP>41, n=25) and a low HALP group (HALP≤41, n=37). The proportion of patients with Hb≥100 g/L in the high HALP group was significantly higher than that in the low HALP group (P <0.05). The median overall survival (OS) time of patients in the high HALP group and low HALP group were 29 (9-39) months and 20 (4-29) months, respectively, with statistically significant difference between the two groups (P <0.01). Univariate analysis showed that R-ISS stage, ALB, Hb, ALC and HALP were closely related to the prognosis of patients (P <0.05). COX regression multivariate analysis showed that R-ISS stage Ⅲ (HR=4.443, 95%CI : 1.480-13.343,P =0.008) and HALP≤41(HR=8.823, 95%CI : 1.858-41.910,P =0.006) were independent risk factors for shortened OS in newly diagnosed MM patients. The median OS of patients with high HALP at R-ISS stage Ⅲ was significantly higher than that of patients with low HALP at the same stage, and the difference was statistically significant (P <0.05).
CONCLUSION
HALP score can be used as a prognostic indicator for newly diagnosed MM patients.
Humans
;
Multiple Myeloma/diagnosis*
;
Prognosis
;
Retrospective Studies
;
Male
;
Female
;
Middle Aged
;
Aged
;
beta 2-Microglobulin
;
Lymphocyte Count
2.Effects of moxibustion at "Xinshu" (BL15) and "Feishu" (BL13) on myocardial transferrin receptor 1 and ferroptosis suppressor protein 1 in chronic heart failure rats.
Bing GAO ; Pan LIU ; Lan LI ; Tiantian GONG ; Ling ZHU ; Liya LI ; Ran XIA ; Jing WANG
Chinese Acupuncture & Moxibustion 2025;45(6):781-790
OBJECTIVE:
To observe the effects of moxibustion at "Xinshu" (BL15) and "Feishu" (BL13) on myocardial transferrin receptor 1 (TfR1), ferroptosis suppressor protein 1 (FSP1), atrial natriuretic peptide (ANP), and typeⅠcollagen myocardial collagen fibers (CollagenⅠ) in rats with chronic heart failure (CHF), and to explore the mechanism of moxibustion for ameliorating myocardial fibrosis and improving cardiac function in CHF.
METHODS:
Fifty SD rats were randomly divided into a normal group (n=10) and a modeling group (n=40). The CHF model was established in the modeling group by ligating the left anterior descending coronary artery. After successful modeling, the rats were randomly divided into a model group (n=9), a moxibustion group (n=8), a rapamycin (RAPA) group (n=9), and a moxibustion+RAPA group (n=9). In the moxibustion group, moxibustion was delivered at bilateral "Feishu"(BL13) and "Xinshu" (BL15), 15 min at each point in each intervention, once daily, for 4 consecutive weeks. In the RAPA group, RAPA solution was administered intraperitoneally at a dose of 1 mg/kg, once daily for 4 consecutive weeks. In the moxibustion+RAPA group, RAPA solution was administered intraperitoneally after moxibustion. Ejection fraction (EF) and left ventricular fractional shortening (FS) were measured after modeling and intervention. After intervention, morphology of cardiac muscle was observed using HE staining and Masson's trichrome staining. Total iron content in myocardial tissue was detected using a colorimetric method. Western blot and qPCR were adopted to detect the protein and mRNA expression of TfR1, FSP1, ANP, and CollagenⅠ in myocardial tissue.
RESULTS:
Compared with the normal group, the EF and FS values decreased (P<0.01); necrosis, edema, degeneration, and arrangement disorder were presented in cardiomyocytes; inflammatory cells were obviously infiltrated, the structure of myocardial fibers was disarranged, the collagen fibers were obviously deposited and fibrosis increased (P<0.01); the total iron content and the protein and mRNA expression of TfR1, ANP, and CollagenⅠ in myocardial tissue were elevated (P<0.01), while the protein and mRNA expression of FSP1 were reduced (P<0.01) in the model group. Compared with the model group, the moxibustion group showed that EF and FS increased (P<0.01); myocardial cell morphology was improved, and myocardial fibrosis was alleviated (P<0.01); the total iron content and the protein and mRNA expression of TfR1, ANP, and CollagenⅠ in myocardial tissue decreased (P<0.01), while the protein and mRNA expression of FSP1 increased (P<0.01, P<0.05). Compared with the model group, the myocardial fibrosis was increased (P<0.05); the total iron content and the protein and mRNA expression of TfR1, ANP, CollagenⅠ in myocardial tissue were increased (P<0.01), while protein and mRNA expression of FSP1 decreased (P<0.01) in the RAPA group. When compared with the RAPA group and the moxibustion + RAPA group, EF and FS were elevated (P<0.01, P<0.05); myocardial cells were improved in morphology, the total iron content and the protein and mRNA expression of TfR1, ANP, and CollagenⅠ in myocardial tissue decreased (P<0.01), while protein and mRNA expression of FSP1 increased (P<0.01) in the moxibustion group. In comparison with the moxibustion + RAPA group, the RAPA group showed the decrease in EF and FS (P<0.01), the worsened myocardial fibrosis (P<0.01), the increase in the total iron content and the protein and mRNA expression of TfR1, ANP, and CollagenⅠ in myocardial tissue (P<0.01), and the decrease in the protein and mRNA expression of FSP1 (P<0.01).
CONCLUSION
Moxibustion at "Feishu" (BL13) and "Xinshu" (BL15) can slow down the process of myocardial fibrosis and improve cardiac function in CHF rats. The mechanism of moxibustion may be related to inhibiting ferroptosis through regulating autophagy.
Animals
;
Rats
;
Heart Failure/physiopathology*
;
Moxibustion
;
Rats, Sprague-Dawley
;
Male
;
Receptors, Transferrin/genetics*
;
Myocardium/metabolism*
;
Acupuncture Points
;
Humans
;
Chronic Disease/therapy*
;
Antigens, CD/metabolism*
3.Proteomics reveals biomarkers for sepsis-associated acute kidney injury: a prospective multicenter cohort study.
Weimin ZHU ; Nanjin CHEN ; Hanzhi DAI ; Cuicui DONG ; Yubin XU ; Qi CHEN ; Fangyu YU ; Cheng ZHENG ; Chao ZHANG ; Sheng ZHANG ; Yinghe XU ; Yongpo JIANG
Chinese Critical Care Medicine 2025;37(8):707-714
OBJECTIVE:
To identify and validate novel biomarkers for the early diagnosis of sepsis-associated acute kidney injury (SA-AKI) and precise continuous renal replacement therapy (CRRT) using proteomics.
METHODS:
A prospective multicenter cohort study was conducted. Patients with sepsis admitted to five hospitals in Taizhou City of Zhejiang Province from April 2019 to December 2021 were continuously enrolled, based on the occurrence of acute kidney injury (AKI). Sepsis patients were divided into SA-AKI group and non-SA-AKI group, and healthy individuals who underwent physical examinations during the same period were used as control (NC group). Peripheral blood samples from participants were collected for protein mass spectrometry analysis. Differentially expressed proteins were identified, and functional enrichment analysis was conducted on these proteins. The levels of target proteins were detected by enzyme linked immunosorbent assay (ELISA), and the predictive value of target protein for SA-AKI were evaluated by receiver operator characteristic curve (ROC curve). Additionally, sepsis patients and healthy individuals were selected from one hospital to externally verify the expression level of the target protein and its predictive value for SA-AKI, as well as the accuracy of CRRT treatment.
RESULTS:
A total of 37 patients with sepsis (including 19 with AKI and 18 without AKI) and 31 healthy individuals were enrolled for proteomic analysis. Seven proteins were identified with significantly differential expression between the SA-AKI group and non-SA-AKI group: namely cystatin C (CST3), β 2-microglobulin (β 2M), insulin-like growth factor-binding protein 4 (IGFBP4), complement factor I (CFI), complement factor D (CFD), CD59, and glycoprotein prostaglandin D2 synthase (PTGDS). Functional enrichment analysis revealed that these proteins were involved in immune response, complement activation, coagulation cascade, and neutrophil degranulation. ELISA results demonstrated specific expression of each target protein in the SA-AKI group. Additionally, 65 patients with sepsis (38 with AKI and 27 without AKI) and 20 healthy individuals were selected for external validation of the 7 target proteins. ELISA results showed that there were statistically significant differences in the expression levels of CST3, β 2M, IGFBP4, CFD, and CD59 between the SA-AKI group and non-SA-AKI group. ROC curve analysis indicated that the area under the curve (AUC) values of CST3, β 2M, IGFBP4, CFD, and CD59 for predicting SA-AKI were 0.788, 0.723, 0.723, 0.795, and 0.836, respectively, all exceeding 0.7. Further analysis of patients who underwent CRRT or not revealed that IGFBP4 had a good predictive value, with an AUC of 0.84.
CONCLUSIONS
Based on proteomic analysis, CST3, β 2M, IGFBP4, CFD, and CD59 may serve as potential biomarkers for the diagnosis of SA-AKI, among which IGFBP4 might be a potential biomarker for predicting the need for CRRT in SA-AKI patients. However, further clinical validation is required.
Humans
;
Sepsis/complications*
;
Acute Kidney Injury/blood*
;
Proteomics
;
Prospective Studies
;
Biomarkers/blood*
;
Male
;
Female
;
beta 2-Microglobulin/blood*
;
Middle Aged
;
Cystatin C/blood*
;
Aged
4.Fto-dependent Vdac3 m6A Modification Regulates Neuronal Ferroptosis Induced by the Post-ICH Mass Effect and Transferrin.
Zhongmou XU ; Haiying LI ; Xiang LI ; Jinxin LU ; Chang CAO ; Lu PENG ; Lianxin LI ; John ZHANG ; Gang CHEN
Neuroscience Bulletin 2025;41(6):970-986
During the hyperacute phase of intracerebral hemorrhage (ICH), the mass effect and blood components mechanically lead to brain damage and neurotoxicity. Our findings revealed that the mass effect and transferrin precipitate neuronal oxidative stress and iron uptake, culminating in ferroptosis in neurons. M6A (N6-methyladenosine) modification, the most prevalent mRNA modification, plays a critical role in various cell death pathways. The Fto (fat mass and obesity-associated protein) demethylase has been implicated in numerous signaling pathways of neurological diseases by modulating m6A mRNA levels. Regulation of Fto protein levels in neurons effectively mitigated mass effect-induced neuronal ferroptosis. Applying nanopore direct RNA sequencing, we identified voltage-dependent anion channel 3 (Vdac3) as a potential target associated with ferroptosis. Fto influenced neuronal ferroptosis by regulating the m6A methylation of Vdac3 mRNA. These findings elucidate the intricate interplay between Fto, Vdac3, m6A methylation, and ferroptosis in neurons during the hyperacute phase post-ICH and suggest novel therapeutic strategies for ICH.
Ferroptosis/physiology*
;
Alpha-Ketoglutarate-Dependent Dioxygenase FTO/genetics*
;
Animals
;
Neurons/metabolism*
;
Transferrin/pharmacology*
;
Mice
;
Methylation
;
Mice, Inbred C57BL
;
Adenosine/metabolism*
;
RNA, Messenger/metabolism*
;
Male
;
Oxidative Stress/physiology*
5.Cuproptosis-related lncRNA JPX regulates malignant cell behavior and epithelial-immune interaction in head and neck squamous cell carcinoma via miR-193b-3p/PLAU axis.
Mouyuan SUN ; Ning ZHAN ; Zhan YANG ; Xiaoting ZHANG ; Jingyu ZHANG ; Lianjie PENG ; Yaxian LUO ; Lining LIN ; Yiting LOU ; Dongqi YOU ; Tao QIU ; Zhichao LIU ; Qianting WANG ; Yu LIU ; Ping SUN ; Mengfei YU ; Huiming WANG
International Journal of Oral Science 2024;16(1):63-63
The development, progression, and curative efficacy of head and neck squamous cell carcinoma (HNSCC) are influenced by complex interactions between epithelial and immune cells. Nevertheless, the specific changes in the nature of these interactions and their underlying molecular mechanisms in HNSCC are not yet fully understood. Cuproptosis, a form of programmed cell death that is dependent on copper, has been implicated in cancer pathogenesis. However, the understanding of cuproptosis in the context of HNSCC remains limited. In this study, we have discovered that cuproptosis-related long non-coding RNAs (CRLs) known as JPX play a role in promoting the expression of the oncogene urokinase-type plasminogen activator (PLAU) by competitively binding to miR-193b-3p in HNSCC. The increased activity of the JPX/miR-193b-3p/PLAU axis in malignant epithelial cells leads to enhanced cell proliferation, migration, and invasion in HNSCC. Moreover, the overexpression of PLAU in tumor epithelial cells facilitates its interaction with the receptor PLAUR, predominantly expressed on macrophages, thereby influencing the abnormal epithelial-immune interactome in HNSCC. Notably, the JPX inhibitor Axitinib and the PLAU inhibitor Palbociclib may not only exert their effects on the JPX/miR-193b-3p/PLAU axis that impacts the malignant tumor behaviors and the epithelial-immune cell interactions but also exhibit synergistic effects in terms of suppressing tumor cell growth and arresting cell cycle by targeting epidermal growth factor receptor (EGFR) and cyclin-dependent kinase (CDK4/6) for the treatment of HNSCC.
Humans
;
MicroRNAs/metabolism*
;
RNA, Long Noncoding/metabolism*
;
Head and Neck Neoplasms/metabolism*
;
Cell Proliferation
;
Squamous Cell Carcinoma of Head and Neck/genetics*
;
Urokinase-Type Plasminogen Activator/genetics*
;
Cell Movement
;
Cell Line, Tumor
;
Gene Expression Regulation, Neoplastic
;
Carcinoma, Squamous Cell/genetics*
;
Neoplasm Invasiveness
6.Advances in the Pathogenesis of Hereditary Angioedema.
Acta Academiae Medicinae Sinicae 2024;46(6):924-931
Hereditary angioedema (HAE) is a rare,unpredictable,autosomal dominant disorder characterized by recurrent swelling in subcutaneous and submucosal tissue.In recent years,the pathophysiology and pathogenesis of HAE have been continuously studied and elucidated.In addition to the genes encoding complement 1 esterase inhibitors,new pathogenic variants have been identified in the genes encoding coagulation factor Ⅻ,plasminogen,angiopoietin-1,kininogen,heparan sulfate 3-O-sulfotransferase 6,and myoferlin in HAE.Moreover,different pathogenic variants have different mechanisms in causing HAE.In addition,the pathogenic genes of some patients remain unknown.This review summarizes the recent progress in the classification,epidemiology,pathophysiology,and pathogenesis of HAE,aiming to provide ideas for further fundamental research,clinical diagnosis,and drug development of HAE.
Humans
;
Angioedemas, Hereditary/diagnosis*
;
Angiopoietin-1/metabolism*
;
Plasminogen/metabolism*
;
Kininogens/metabolism*
;
Complement C1 Inhibitor Protein/metabolism*
7.Intrapleural fibrinolytic therapy for pleural infections: Outcomes from a cohort study.
Glenn Khai Wern YONG ; Jonathan Jia Jun WONG ; Xiaoe ZHANG ; Carmen Pei Sze TAN ; Xiao Na WANG ; Poh Seo QUEK ; Kim Hoong YAP
Annals of the Academy of Medicine, Singapore 2024;53(12):724-733
INTRODUCTION:
Pleural infections are a significant cause of mortality. Intrapleural fibrinolytic therapy (IPFT) utilising alteplase and dornase is a treatment option for patients unsuitable for surgery. The optimal dose of alteplase is unknown, and factors affecting treatment success in an Asian population are unclear. We sought to determine the factors affecting treatment success in Tan Tock Seng Hospital, Singapore and evaluate the efficacy of lower doses of IPFT.
METHOD:
A retrospective analysis of patients with pleural infections treated with IPFT between July 2016 and November 2023 was performed. Treatment success was defined as survival without surgery at 3 months. Data, including patient demographics; comorbidities; RAPID (renal, age, purulence, infection source and dietary factor) scores; and radiological characteristics, were extracted from medical records and analysed. Linear mixed effects model and logistic regression were performed to determine factors affecting treatment success.
RESULTS:
A total of 131 cases were analysed. Of these, 51 (38.9%) reported positive pleural fluid culture, and the most common organism was Streptoccocus anginosus. Mean age was 65 years (standard deviation [SD] 15.5). Mean time from chest tube insertion to first dose of IPFT was 10.2 days (SD 11.5). Median starting dose of alteplase was 5 mg. Treatment success was reported in 112 cases (85.5%). There were no significant differences between the alteplase dose and radiological clearance. Patient age (odds ratio [OR] 0.94, confidence interval [CI] 0.89-0.98) and interval between chest tube insertion to first dose (OR 0.95, CI 0.91-0.99) were statistically significant variables for the treatment success.
CONCLUSION
Lower starting doses of alteplase remain effective in the treatment of pleural infection. Early IPFT may result in better outcomes.
Humans
;
Tissue Plasminogen Activator/therapeutic use*
;
Retrospective Studies
;
Aged
;
Fibrinolytic Agents/therapeutic use*
;
Male
;
Female
;
Middle Aged
;
Thrombolytic Therapy/methods*
;
Treatment Outcome
;
Singapore
;
Pleural Effusion/drug therapy*
;
Pleural Diseases/drug therapy*
;
Cohort Studies
;
Chest Tubes
;
Deoxyribonuclease I
;
Recombinant Proteins
8.Characteristic changes of blood stasis syndrome in rat model of steroid-induced femoral head necrosis based on the combination of disease, syndrome, and symptom.
Zhi-Xing HU ; Chao YANG ; Luo-Chang-Ting FANG ; Xiao-Xiao WANG ; Qun LI ; Wei-Heng CHEN ; Yan-Qiong ZHANG ; Ya LIN ; Chun-Fang LIU ; Na LIN
China Journal of Chinese Materia Medica 2023;48(22):6128-6141
The approach combining disease, syndrome, and symptom was employed to investigate the characteristic changes of blood stasis syndrome in a rat model of steroid-induced osteonecrosis of the femoral head(SONFH) during disease onset and progression. Seventy-two male SD rats were randomized into a healthy control group and a model group. The rat model of SONFH was established by injection of lipopolysaccharide(LPS) in the tail vein at a dose of 20 μg·kg~(-1)·d~(-1) on days 1 and 2 and gluteal intramuscular injection of methylprednisolone sodium succinate(MPS) at a dose of 40 mg·kg~(-1)·d~(-1) on days 3-5, while the healthy control group received an equal volume of saline. The mechanical pain test, tongue color RGB technique, gait detection, open field test, and inclined plane test were employed to assess hip pain, tongue color, limping, joint activity, and lower limb strength, respectively, at different time points within 21 weeks of modeling. At weeks 2, 4, 8, 12, 16, and 21 after modeling, histopathological changes of the femoral head were observed by hematoxylin-eosin(HE) staining and micro-CT scanning; four coagulation items were measured by rotational thromboelastometry; and enzyme-linked immunosorbent assay(ELISA) was employed to determine the levels of six blood lipids, vascular endothelial growth factor(VEGF), endothelin-1(ET-1), nitric oxide(NO), tissue-type plasminogen activator(t-PA), plasminogen activator inhibitor factor-1(PAI-1), bone gla protein(BGP), alkaline phosphatase(ALP), receptor activator of nuclear factor-κB(RANKL), osteoprotegerin(OPG), and tartrate-resistant acid phosphatase 5b(TRAP5b) in the serum, as well as the levels of 6-keto-prostaglandin 1α(6-keto-PGF1α) and thromboxane B2(TXB2) in the plasma. The results demonstrated that the pathological alterations in the SONFH rats were severer over time. The bone trabecular area ratio, adipocyte number, empty lacuna rate, bone mineral density(BMD), bone volume/tissue volume(BV/TV), trabecular thickness(Tb.Th), trabecular number(Tb.N), bone surface area/bone volume(BS/BV), and trabecular separation(Tb.Sp) all significantly increased or decreased over the modeling time after week 4. Compared with the healthy control group, the mechanical pain threshold, gait swing speed, stride, standing time, and walking cycle of SONFH rats changed significantly within 21 weeks after modeling, with the greatest difference observed 12 weeks after modeling. The time spent in the central zone, rearing score, and maximum tilt angle in the open field test of SONFH rats also changed significantly over the modeling time. Compared with the healthy control group, the R, G, and B values of the tongue color of the model rats decreased significantly, with the greatest difference observed 11 weeks after modeling. The levels of total cholesterol(TC), total triglycerides(TG), low-density lipoprotein-cholesterol(LDL-C), and apoprotein B(ApoB) in the SONFH rats changed significantly 4 and 8 weeks after modeling. The levels of VEGF, ET-1, NO, t-PA, PAI-1, 6-keto-PGF1α, TXB2, four coagulation items, and TXB2/6-keto-PGF1α ratio in the serum of SONFH rats changed significantly 4-16 weeks after modeling, with the greatest differences observed 12 weeks after modeling. The levels of BGP, TRAP5b, RANKL, OPG, and RANKL/OPG ratio in the serum of SONFH rats changed significantly 8-21 weeks after modeling. During the entire onset and progression of SONFH in rats, the blood stasis syndrome characteristics such as hyperalgesia, tongue color darkening, gait abnormalities, platelet, vascular, and coagulation dysfunctions were observed, which gradually worsened and then gradually alleviated in the disease course(2-21 weeks), with the most notable differences occurred around 12 weeks after modeling.
Rats
;
Male
;
Animals
;
Femur Head/pathology*
;
Plasminogen Activator Inhibitor 1/adverse effects*
;
Vascular Endothelial Growth Factor A
;
Femur Head Necrosis/pathology*
;
Rats, Sprague-Dawley
;
Steroids
;
Pain
;
Cholesterol
9.Quercetin Attenuates Atherosclerosis via Modulating Apelin Signaling Pathway Based on Plasma Metabolomics.
Li-Qun LIU ; Peng ZHANG ; Ying-Zi QI ; Hui LI ; Yue-Hua JIANG ; Chuan-Hua YANG
Chinese journal of integrative medicine 2023;29(12):1121-1132
OBJECTIVE:
To interpret the pharmacology of quercetin in treatment of atherosclerosis (AS).
METHODS:
Fourteen apolipoprotein E-deficient (ApoE-/-) mice were divided into 2 groups by a random number table: an AS model (ApoE-/-) group and a quercetin treatment group (7 in each). Seven age-matched C57 mice were used as controls (n=7). Quercetin [20 mg/(kg·d)] was administered to the quercetin group intragastrically for 8 weeks for pharmacodynamic evaluation. Besides morphological observation, the distribution of CD11b, F4/80, sirtuin 1 (Sirt1) and P21 was assayed by immunohistochemistry and immunofluorescence to evaluate macrophage infiltration and tissue senescence. Ultra-performance liquid chromatography/tandem mass spectrometry (UPLC-MSC/MS) was performed to study the pharmacology of quercetin against AS. Then, simultaneous administration of an apelin receptor antagonist (ML221) with quercetin was conducted to verify the possible targets of quercetin. Key proteins in apelin signaling pathway, such as angiotensin domain type 1 receptor-associated proteins (APJ), AMP-activated protein kinase (AMPK), peroxisome proliferator-activated receptor-γ coactivator-1α (PGC-1α), tissue plasminogen activator (TPA), uncoupling protein 1 (UCP1) and angiotensin II receptor 1 (AT1R), were assayed by Western blot.
RESULTS:
Quercetin administration decreased lipid deposition in arterial lumen and improved the morphology of ApoE-/- aortas in vivo. Quercetin decreased the densities of CD11b, F4/80 and P21 in the aorta and increased the level of serum apelin and the densities of APJ and Sirt1 in the aorta in ApoE-/- mice (all P<0.05). Plasma metabolite profiling identified 118 differential metabolites and showed that quercetin affected mainly glycerophospholipids and fatty acyls. Bioinformatics analysis suggested that the apelin signaling pathway was one of the main pathways. Quercetin treatment increased the protein expressions of APJ, AMPK, PGC-1α, TPA and UCP1, while decreased the AT1R level (all P<0.05). After the apelin pathway was blocked by ML221, the effect of quercetin was abated significantly, confirming that quercetin attenuated AS by modulating the apelin signaling pathway (all P<0.05).
CONCLUSION
Quercetin alleviated AS lesions by up-regulation the apelin signaling pathway.
Mice
;
Animals
;
Apelin
;
Tissue Plasminogen Activator/metabolism*
;
Quercetin/therapeutic use*
;
AMP-Activated Protein Kinases/metabolism*
;
Sirtuin 1/metabolism*
;
Signal Transduction/physiology*
;
Atherosclerosis/metabolism*
;
Apolipoproteins E
10.Establishment and evaluation of a predictive model for early neurological deterioration after intravenous thrombolysis in acute ischemic stroke based on machine learning.
Zhe LYU ; Huan YANG ; Yaohui WANG ; Xiaomin CHEN ; Chongyang ZHANG ; Wenxi WANG
Chinese Critical Care Medicine 2023;35(9):945-950
OBJECTIVE:
To establish a machine learning model to predict the risk of early neurological deterioration (END) based on the clinical and laboratory data of patients with acute ischemic stroke (AIS) before intravenous thrombolysis.
METHODS:
The clinical data of AIS patients who received intravenous thrombolytic with recombinant tissue plasminogen activator (rt-PA) at the Stroke Center of the First Hospital of Qinhuangdao City from January 2019 to July 2022 were retrospectively analyzed. Patients were divided into END group and non-END group according to whether END appeared after intravenous thrombolytic. Clinical data of patients at admission were collected, including demographic characteristics, clinical evaluation, comorbidification, drug use history, laboratory tests, etc. Univariate and multivariate Logistic regression analysis were performed to screen out the independent predictors of the END of AIS patients after intravenous thrombolytic. The study subjects were randomly divided into a training set and a test set in a 7 : 3 ratio. Four machine learning prediction models, including Logistic regression (LR), K-nearest neighbor (KNN), support vector machine (SVM) and random forest (RF), were established based on independent predictors. The receiver operator characteristic curve (ROC curve) was used to evaluate the predictive ability of each model in END.
RESULTS:
A total of 704 patients were enrolled, of whom 99 were identified as END and 605 as non-END. Univariate and multivariate Logistic regression analysis was used to screen out the National Institutes of Health stroke scale [NIHSS, odds ratio (OR) = 1.049, 95% confidence interval (95%CI) was 1.015-1.082, P = 0.004], systolic blood pressure (OR = 1.013, 95%CI was 1.004-1.022, P = 0.004), lymphocyte percentage (LYM%, OR = 0.903, 95%CI was 0.853-0.953, P < 0.001), platelet to lymphocyte ratio (PLR, OR = 1.007, 95%CI was 1.002-1.014, P = 0.013) were the independent predictors of END in AIS patients after intravenous thrombolysis. The area under the curve (AUC) of LR, KNN, SVM, and RF machine learning models in the test dataset were 0.789 (95%CI was 0.675-0.902), 0.797 (95%CI was 0.685-0.910), 0.851 (95%CI was 0.751-0.952) and 0.809 (95%CI was 0.699-0.919), respectively. The RF model had the highest sensitivity (95.7%). The accuracy (0.736), specificity (72.0%) and AUC of SVM model were the highest, and its overall prediction ability was better than the other three models.
CONCLUSIONS
Machine learning models have a potential role in early predicting the risk of END after intravenous thrombolysis in AIS patients, and can provide help in clinical decision-making for intravenous thrombolysis.
Humans
;
Tissue Plasminogen Activator/therapeutic use*
;
Ischemic Stroke/drug therapy*
;
Brain Ischemia
;
Retrospective Studies
;
Thrombolytic Therapy
;
Stroke
;
Fibrinolytic Agents/therapeutic use*

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