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Association of four insulin resistance surrogate indices and hypertension in the MASHAD cohort study population: a cross-sectional study. MASHAD队列研究人群中四个胰岛素抵抗替代指标与高血压的关联:一项横断面研究。
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-09 DOI: 10.1186/s40001-026-03843-w
Ali Tajik, Majid Ghayour-Mobarhan, Susan Darroudi, Mohammad Kalate Rahmani, Bahram Shahri, Habibollah Esmaily, Sara Saffar Soflaei, Gordon A Ferns, Mohsen Moohebati, Hedieh Alimi
<p><strong>Background: </strong>Insulin resistance (IR) is associated with a reduced response to insulin and an increased risk of cardiovascular disease and hypertension. The triglyceride glucose index (TyG), triglyceride to high-density lipoprotein cholesterol ratio (Tg/HDL-c), metabolic score for insulin resistance (METS-IR), and cholesterol, high-density lipoprotein, and glucose (CHG) index are recognized as useful surrogate IR markers. With the rising prevalence of metabolic syndrome and hypertension, we aimed to investigate the relationship between hypertension and IR in a large Iranian population.</p><p><strong>Method: </strong>The individuals are recruited cross-sectionally from the Mashhad Stroke and Heart Atherosclerotic Disorder (MASHAD) cohort study. Hypertension was defined as a blood pressure reading exceeding 140/90 mmHg or the use of anti-hypertensive medications. Multivariate logistic regression analysis, receiver operating characteristic area under the curve (ROC-AUC) analysis, net reclassification index (NRI), and integrated discrimination improvement index (IDI) for incremental classification performance, restricted cubic splines (RCS), threshold effect analysis, subgroup analysis, and Poisson regression with robust variance to estimate the prevalence ratios were employed in the statistical evaluation.</p><p><strong>Results: </strong>A total of 9438 adults were analyzed, with 2943 individuals identified as having hypertension. Spearman's correlation coefficients indicated that all four IR indices exhibited a significantly positive correlation with both systolic and diastolic blood pressures. In multivariate analysis, after full adjustment, each 1-unit increase in TyG, Tg/HDL-c, METS-IR, and CHG index was associated with 23.4%, 8.1%, 52.5%, and 9.9% higher odds of hypertension, respectively. Analysis of the ROC curve indicated that each of the four metabolic indices demonstrated a significant capacity to predict hypertension (all p < 0.001). The METS-IR index showed the highest discriminative performance among the indices, achieving an AUC of 0.642 (95% CI 0.630-0.654). We investigated whether adding IR surrogate indices to the conventional model could improve hypertension detection. The TyG index had the highest incremental classification values (NRI: 13.58%, 95% CI 8.65-18.35; IDI: 0.956, 95% CI 0.834-1.079). RCS analysis revealed a non-linear relationship between TyG, Tg/HDL-c, and CHG with hypertension, while a linear relationship was observed between METS-IR and hypertension. Threshold effect analysis for the indices with a non-linear relation with hypertension showed that these associations were strongest at lower index values and then flattened, and often losing statistical significance. The findings were consistent across various subgroups, although the effects appeared to be more pronounced in participants who did not have dyslipidemia across all indices. A sensitivity analysis employing Poisson models with robust varia
背景:胰岛素抵抗(Insulin resistance, IR)与胰岛素应答降低、心血管疾病和高血压风险增加相关。甘油三酯葡萄糖指数(TyG)、甘油三酯与高密度脂蛋白胆固醇比值(Tg/HDL-c)、胰岛素抵抗代谢评分(METS-IR)和胆固醇、高密度脂蛋白和葡萄糖(CHG)指数被认为是有用的替代IR指标。随着代谢综合征和高血压患病率的上升,我们旨在调查伊朗大量人群中高血压和IR之间的关系。方法:从马什哈德中风和心脏动脉粥样硬化疾病(MASHAD)队列研究中横断面招募个体。高血压被定义为血压读数超过140/90 mmHg或使用抗高血压药物。采用多变量logistic回归分析、受试者工作特征曲线下面积(ROC-AUC)分析、净重分类指数(NRI)和增量分类性能综合判别改善指数(IDI)、限制性三次样条(RCS)、阈值效应分析、亚组分析和带稳健方差的泊松回归估计患病率。结果:共分析了9438名成年人,其中2943人被确定患有高血压。Spearman相关系数显示四项IR指数均与收缩压和舒张压呈显著正相关。在多变量分析中,完全调整后,TyG、Tg/HDL-c、METS-IR和CHG指数每增加1个单位,高血压的发病率分别增加23.4%、8.1%、52.5%和9.9%。ROC曲线分析表明,四种代谢指标均显示出预测高血压的显著能力(均为p)。结论:替代IR指标与高血压独立相关,反映了与血压升高相关的潜在代谢功能障碍。这些标志物可以通过帮助识别具有早期或潜在心脏代谢风险的个体来补充传统的评估。
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引用次数: 0
Importance of left ventricular diastolic function in discontinuation of continuous renal replacement therapy: a prospective cohort study. 左室舒张功能在停止持续肾替代治疗中的重要性:一项前瞻性队列研究。
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-07 DOI: 10.1186/s40001-026-04012-9
Kun Zhang, Jiuyan Shang, Congcong Zhao, Bin Li, Zhenjie Hu, Yan Huo

Background: Acute kidney injury (AKI) is a common and serious complication in the intensive care unit (ICU), and continuous renal replacement therapy (CRRT) is an important treatment option. However, there is no clear standard for the optimal time to stop CRRT. The cardiorenal interaction effect suggests that there may be a potential link between cardiac function and CRRT. This study aimed to investigate the left ventricular diastolic function for predicting CRRT discontinuation.

Methods: This is a prospective cohort study.

Results: The study included 154 AKI patients admitted to ICUs undergoing CRRT from February 2023 to August 2024, which were divided into the successful downtime group (87 patients) and the failure group (67 patients), and their baseline data, laboratory indices, and ultrasound parameters were analyzed. The results showed that serum creatinine, urea nitrogen, and E/e' measured at the time of CRRT discontinuation were significantly lower in the successful group than in the unsuccessful group (all P < 0.05). A higher E/e' measured at the time of CRRT discontinuation was associated with a lower likelihood of successful CRRT discontinuation (OR 0.71, 95% CI 0.61-0.83). Receiver operating characteristic analysis showed that E/e' at the time of CRRT discontinuation had good discriminative ability for successful discontinuation (AUC 0.832), with an empirically derived cut-off value of 8.62.

Conclusion: Our findings suggest that left ventricular diastolic function is associated with successful CRRT discontinuation in patients with AKI, and that E/e' may serve as a supportive, noninvasive parameter to complement clinical assessment at the time of CRRT discontinuation.

背景:急性肾损伤(AKI)是重症监护病房(ICU)常见且严重的并发症,持续肾替代治疗(CRRT)是一种重要的治疗选择。然而,对于高铁的最佳停车时间,目前还没有明确的标准。心肾相互作用效应提示心功能与CRRT之间可能存在潜在联系。本研究旨在探讨左心室舒张功能对CRRT停药的预测作用。方法:这是一项前瞻性队列研究。结果:本研究纳入2023年2月至2024年8月收治的icu行CRRT的AKI患者154例,分为停药成功组(87例)和停药失败组(67例),对其基线数据、实验室指标及超声参数进行分析。结果显示,停药成功组的血清肌酐、尿素氮和E/ E′明显低于停药不成功组(均P)。结论:我们的研究结果表明,AKI患者的左室舒张功能与成功停药有关,E/ E′可以作为辅助的、无创的参数来补充停药时的临床评估。
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引用次数: 0
VPS4A activates glycolytic metabolism via MYO1C to promote radioresistance in ESCC. VPS4A通过MYO1C激活糖酵解代谢,促进ESCC的放射抵抗。
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-07 DOI: 10.1186/s40001-026-03875-2
Fangyu Chen, Ziqi Ye, Yuan Fang, Lei Zhou, Qiuyi Zheng, Yuqi Meng, Lili Wu, Bei Lv, Ping Yang

ESCC is highly aggressive. The patients with advanced disease have a poor prognosis, making it the main type of EC in China. Glycolytic metabolic reprogramming supports the occurrence, malignant progression, and drug resistance of ESCC. This may lead to late cancer detection and treatment difficulties. However, the specific mechanisms driving this phenomenon remain a mystery. In this study, we found that VPS4A had high expression in ESCC tissues. It was an independent factor affecting patient prognosis. In vivo and in vitro experiments demonstrated that VPS4A activated glycolysis in ESCC to promote tumor malignant progression and radioresistance. Mechanistically, VPS4A upregulated MYO1C expression to enhance glycolytic metabolism in ESCC cells, increasing glucose uptake and lactate production, thereby enhancing the radioresistance of tumor. Moreover, lactate produced by glycolysis could also enhance the VPS4A and MYO1C expression. Overall, our study indicated that VPS4A is a valuable therapeutic target for ESCC, highlighting the significance of the VPS4A/MYO1C/glycolysis axis in ESCC progression.

ESCC是非常激进的。晚期患者预后差,是中国主要的恶性肿瘤类型。糖酵解代谢重编程支持ESCC的发生、恶性进展和耐药。这可能会导致晚期癌症的检测和治疗困难。然而,导致这种现象的具体机制仍然是个谜。在本研究中,我们发现VPS4A在ESCC组织中有高表达。这是影响患者预后的独立因素。体内和体外实验表明,VPS4A在ESCC中激活糖酵解,促进肿瘤恶性进展和放射耐药。从机制上讲,VPS4A上调MYO1C表达,增强ESCC细胞糖酵解代谢,增加葡萄糖摄取和乳酸生成,从而增强肿瘤的放射抵抗。此外,糖酵解产生的乳酸也可以增强VPS4A和MYO1C的表达。总之,我们的研究表明VPS4A是一个有价值的ESCC治疗靶点,突出了VPS4A/MYO1C/糖酵解轴在ESCC进展中的重要性。
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引用次数: 0
Advances in green-synthesized magnetic nanoparticles for targeted cancer therapy: mechanisms, applications, and future perspectives. 绿色合成磁性纳米颗粒靶向癌症治疗的进展:机制、应用和未来展望。
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-07 DOI: 10.1186/s40001-025-03804-9
Ahmed M El-Khawaga, Omneya Ibrahim Youssef, Omnia A El-Dydamoni, Waleed Mahmoud Ragab, Rehab Abd Elfattah Mohammed

Magnetic nanoparticles (MNP) have gained significant attention for their potential in cancer therapy, particularly in targeted drug delivery, imaging, and hyperthermia treatments due to their unique magnetic properties, biological compatibility and applicability. This literature review focuses on recent progress in the green-synthesized MNP, explores their mechanisms of drug delivery, and critically evaluates their clinical applicability. The gaps in the literature that this review addresses include the inconsistency in nanoparticle size and surface properties, the limitations in achieving sustained and predictable drug release, and the difficulties in maintaining long-term stability in physiological conditions. It also discusses potential future development, including smart nanotechnology, individual medicine, and AI-acquired platforms. These findings show how MNPs can increase precise oncology by increasing medical effect, reducing toxicity and lightweight real-time monitoring of treatments.

磁性纳米颗粒(MNP)由于其独特的磁性、生物相容性和适用性,在癌症治疗,特别是靶向药物输送、成像和热疗治疗方面的潜力获得了极大的关注。本文综述了绿色合成MNP的最新进展,探讨了其给药机制,并对其临床适用性进行了批判性评价。本综述解决的文献空白包括纳米颗粒大小和表面性质的不一致,实现持续和可预测的药物释放的局限性,以及在生理条件下保持长期稳定性的困难。它还讨论了潜在的未来发展,包括智能纳米技术、个人医疗和人工智能收购平台。这些发现表明MNPs如何通过提高医疗效果、降低毒性和轻量级实时监测治疗来提高精确肿瘤学。
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引用次数: 0
Identification of immune-related genes and serum miR-100-5p in idiopathic inflammatory myopathy-related heart failure by integrated bioinformatics analysis and clinical validation. 通过综合生物信息学分析和临床验证鉴定特发性炎症性肌病相关心力衰竭的免疫相关基因和血清miR-100-5p
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-07 DOI: 10.1186/s40001-025-03696-9
Yinghong Tang, Li Ma, Shuang Zhang, Jiayi Dai, Dongyu Li, Qi Hu, Linwei Shan, Lin Li, Yixin Zhang, Xiaoxuan Sun, Yan Wang, Qiang Wang, Lei Zhou

Objective: Idiopathic inflammatory myopathy (IIM) is a collection of autoimmune disorders marked by muscle inflammation, with heart failure (HF) being a common and deadly complication. Exploring the underlying mechanisms and diagnostic markers for HF in IIM has significant clinical value.

Methods: We identified shared differentially expressed genes (DEGs) between HF and IIM using transcriptome data from the Gene Expression Omnibus (GEO). DEGs underwent functional enrichment analysis via Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO). Key genes were screened using two machine-learning algorithms and a protein-protein interaction network. Immune cell infiltration was estimated using the CIBERSORT algorithm, and its correlation with key genes was assessed. The key gene-related regulatory transcription factors (TFs) and miRNAs were predicted using miRNet, followed by validation through both online datasets and clinical samples.

Results: Seventy DEGs were shared by IIM and HF, primarily involved in immune and inflammatory responses. Key genes, including DDX60, CCL5, and IFIT3, exhibited strong diagnostic potential in both IIM and HF cohorts. Expression of IFIT3 and CCL5 was negatively associated with Tregs. In order to uncover the control of important genes, we also constructed TF-gene and miRNA-gene networks. Lastly, we confirmed that IIM with HF had higher levels of miR-100-5p expression than those without HF.

Conclusion: DDX60, CCL5, and IFIT3 are likely central to the development of HF in IIM. Additionally, serum levels of miR-100-5p may serve as a potential biomarker for detecting HF in IIM patients.

目的:特发性炎症性肌病(IIM)是一种以肌肉炎症为特征的自身免疫性疾病,心衰(HF)是一种常见的致命并发症。探索IIM中HF的潜在机制和诊断标志物具有重要的临床价值。方法:利用基因表达图谱(Gene Expression Omnibus, GEO)的转录组数据,鉴定HF和IIM之间共有的差异表达基因(DEGs)。通过京都基因与基因组百科全书(KEGG)和基因本体(GO)对DEGs进行功能富集分析。使用两种机器学习算法和蛋白质-蛋白质相互作用网络筛选关键基因。使用CIBERSORT算法估计免疫细胞浸润,并评估其与关键基因的相关性。使用miRNet预测关键基因相关调控转录因子(TFs)和mirna,然后通过在线数据集和临床样本进行验证。结果:IIM和HF共有70个deg,主要参与免疫和炎症反应。关键基因,包括DDX60、CCL5和IFIT3,在IIM和HF队列中都显示出很强的诊断潜力。IFIT3和CCL5的表达与Tregs呈负相关。为了揭示重要基因的调控,我们还构建了tf -基因和mirna -基因网络。最后,我们证实患有HF的IIM比没有HF的IIM有更高水平的miR-100-5p表达。结论:DDX60、CCL5和IFIT3可能是IIM中HF发展的核心。此外,血清miR-100-5p水平可能作为检测IIM患者HF的潜在生物标志物。
{"title":"Identification of immune-related genes and serum miR-100-5p in idiopathic inflammatory myopathy-related heart failure by integrated bioinformatics analysis and clinical validation.","authors":"Yinghong Tang, Li Ma, Shuang Zhang, Jiayi Dai, Dongyu Li, Qi Hu, Linwei Shan, Lin Li, Yixin Zhang, Xiaoxuan Sun, Yan Wang, Qiang Wang, Lei Zhou","doi":"10.1186/s40001-025-03696-9","DOIUrl":"https://doi.org/10.1186/s40001-025-03696-9","url":null,"abstract":"<p><strong>Objective: </strong>Idiopathic inflammatory myopathy (IIM) is a collection of autoimmune disorders marked by muscle inflammation, with heart failure (HF) being a common and deadly complication. Exploring the underlying mechanisms and diagnostic markers for HF in IIM has significant clinical value.</p><p><strong>Methods: </strong>We identified shared differentially expressed genes (DEGs) between HF and IIM using transcriptome data from the Gene Expression Omnibus (GEO). DEGs underwent functional enrichment analysis via Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO). Key genes were screened using two machine-learning algorithms and a protein-protein interaction network. Immune cell infiltration was estimated using the CIBERSORT algorithm, and its correlation with key genes was assessed. The key gene-related regulatory transcription factors (TFs) and miRNAs were predicted using miRNet, followed by validation through both online datasets and clinical samples.</p><p><strong>Results: </strong>Seventy DEGs were shared by IIM and HF, primarily involved in immune and inflammatory responses. Key genes, including DDX60, CCL5, and IFIT3, exhibited strong diagnostic potential in both IIM and HF cohorts. Expression of IFIT3 and CCL5 was negatively associated with Tregs. In order to uncover the control of important genes, we also constructed TF-gene and miRNA-gene networks. Lastly, we confirmed that IIM with HF had higher levels of miR-100-5p expression than those without HF.</p><p><strong>Conclusion: </strong>DDX60, CCL5, and IFIT3 are likely central to the development of HF in IIM. Additionally, serum levels of miR-100-5p may serve as a potential biomarker for detecting HF in IIM patients.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146137163","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development and efficacy validation of a T3cDM risk model for pancreatitis patients based on multivariate logistic regression-with a dynamic prediction tool. 基于多变量logistic回归的胰腺炎患者T3cDM风险模型的建立及疗效验证——带有动态预测工具。
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-07 DOI: 10.1186/s40001-026-04007-6
Xiaoyan Jia, Xin Li, Ruijia Lian, Baodong Ma, Xiwen Ma
<p><strong>Background: </strong>Type 3c diabetes mellitus (T3cDM) is increasingly recognized with the rising incidence of pancreatitis, yet its risk profile and early diagnostic tools remain insufficient. Identifying independent risk factors and establishing reliable prediction models are essential for improving early detection and clinical management.</p><p><strong>Methods: </strong>A retrospective study was conducted on 864 patients with pancreatitis admitted to Zhengzhou Central Hospital from January 2020 to December 2022. They were randomly divided into a training set (n = 604) and a validation set (n = 260) using a 7:3 ratio. Collect baseline data, laboratory indicators, and outcomes of T3cDM through case follow-up. Single factor and multiple factor logistic regression were used to screen potential risk factors, and after excluding collinearity and clinically unrelated variables, a multiple factor logistic regression model was constructed; Evaluate model performance using receiver operating characteristic (ROC) curve, calibration curve, and clinical decision curve (DCA); Construct a column chart and dynamic prediction model based on independent risk factors, and use tenfold cross validation to verify the stability of the model. In addition, 172 patients from external hospitals were included for external validation. Furthermore, Kaplan-Meier (K-M) curve analysis was performed to evaluate the survival characteristics of T3cDM in patients with pancreatitis.</p><p><strong>Results: </strong>In 864 patients with pancreatitis, the cumulative incidence rate of T3cDM was 16.67% (144/864). The baseline data of training set and verification set were balanced (P > 0.05), and there was no significant selection bias. Multivariate logistic regression showed that a history of pancreatitis (OR = 4.301, 95%CI: 2.370-7.804, P < 0.001), alcohol consumption factors (OR = 4.542, 95% CI: 1.669-12.360, P = 0.003), body mass index (BMI) (OR = 1.209, 95% CI: 1.038-1.409, P = 0.015), blood potassium (K⁺) (OR = 2.119, 95% CI:1.440-3.938, P = 0.018), maximum blood glucose(Max Glu) (OR = 1.079, 95% CI:1.015-1.146, P = 0.014), glycated hemoglobin (HbA1c%) (OR = 1.401, 95% CI: 1.145-1.716) Triglycerides (TG) (OR = 1.022, 95% CI: 1.006-1.039, P = 0.008), triglyceride glucose index (TyG) (OR = 1.802, 95% CI: 1.248-2.603, P = 0.002) are independent risk factors for T3cDM in patients with pancreatitis. The column chart model constructed based on the above factors has a training set ROC curve area under the curve (AUC) of 0.857 (95% CI: 0.815-0.899), a sensitivity of 80.3%, and a specificity of 80.4%; The AUC of the validation set is 0.773 (95% CI: 0.691-0.855), with a sensitivity of 72.0% and a specificity of 69.0%. The calibration curve shows that the average absolute error of the training set is 0.023, and the validation set is 0.017. The predicted risk is highly consistent with the actual risk; The DCA curve suggests that the net benefit of the model is significantly higher
背景:随着胰腺炎发病率的上升,3c型糖尿病(T3cDM)得到越来越多的认识,但其风险概况和早期诊断工具仍然不足。识别独立的危险因素,建立可靠的预测模型,对提高早期发现和临床管理至关重要。方法:对2020年1月至2022年12月郑州市中心医院收治的864例胰腺炎患者进行回顾性研究。按7:3的比例随机分为训练集(n = 604)和验证集(n = 260)。通过病例随访收集基线数据、实验室指标和T3cDM结果。采用单因素和多因素logistic回归筛选潜在危险因素,剔除共线性和临床不相关变量后,构建多因素logistic回归模型;采用受试者工作特征(ROC)曲线、校准曲线和临床决策曲线(DCA)评估模型性能;构建基于独立风险因素的柱状图和动态预测模型,并采用十倍交叉验证验证模型的稳定性。此外,172名来自外部医院的患者被纳入外部验证。此外,采用Kaplan-Meier (K-M)曲线分析评估胰腺炎患者T3cDM的生存特征。结果:864例胰腺炎患者中,T3cDM累积发病率为16.67%(144/864)。训练集和验证集基线数据平衡(P < 0.05),无显著选择偏倚。多因素logistic回归分析显示有胰腺炎病史(OR = 4.301, 95%CI: 2.370 ~ 7.804, P)。结论:胰腺炎患者T3cDM发生率较高。胰腺炎病史、饮酒诱因、BMI、K+、Max Glu、HbA1c%、TyG等是T3cDM的独立危险因素;基于上述因素构建的预测模型和柱状图具有较好的鉴别性、校准性和临床实用性,可作为胰腺炎患者T3cDM风险评估的有效工具。此外,外部验证进一步支持模型的适用性。
{"title":"Development and efficacy validation of a T3cDM risk model for pancreatitis patients based on multivariate logistic regression-with a dynamic prediction tool.","authors":"Xiaoyan Jia, Xin Li, Ruijia Lian, Baodong Ma, Xiwen Ma","doi":"10.1186/s40001-026-04007-6","DOIUrl":"https://doi.org/10.1186/s40001-026-04007-6","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;Type 3c diabetes mellitus (T3cDM) is increasingly recognized with the rising incidence of pancreatitis, yet its risk profile and early diagnostic tools remain insufficient. Identifying independent risk factors and establishing reliable prediction models are essential for improving early detection and clinical management.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;A retrospective study was conducted on 864 patients with pancreatitis admitted to Zhengzhou Central Hospital from January 2020 to December 2022. They were randomly divided into a training set (n = 604) and a validation set (n = 260) using a 7:3 ratio. Collect baseline data, laboratory indicators, and outcomes of T3cDM through case follow-up. Single factor and multiple factor logistic regression were used to screen potential risk factors, and after excluding collinearity and clinically unrelated variables, a multiple factor logistic regression model was constructed; Evaluate model performance using receiver operating characteristic (ROC) curve, calibration curve, and clinical decision curve (DCA); Construct a column chart and dynamic prediction model based on independent risk factors, and use tenfold cross validation to verify the stability of the model. In addition, 172 patients from external hospitals were included for external validation. Furthermore, Kaplan-Meier (K-M) curve analysis was performed to evaluate the survival characteristics of T3cDM in patients with pancreatitis.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;In 864 patients with pancreatitis, the cumulative incidence rate of T3cDM was 16.67% (144/864). The baseline data of training set and verification set were balanced (P &gt; 0.05), and there was no significant selection bias. Multivariate logistic regression showed that a history of pancreatitis (OR = 4.301, 95%CI: 2.370-7.804, P &lt; 0.001), alcohol consumption factors (OR = 4.542, 95% CI: 1.669-12.360, P = 0.003), body mass index (BMI) (OR = 1.209, 95% CI: 1.038-1.409, P = 0.015), blood potassium (K⁺) (OR = 2.119, 95% CI:1.440-3.938, P = 0.018), maximum blood glucose(Max Glu) (OR = 1.079, 95% CI:1.015-1.146, P = 0.014), glycated hemoglobin (HbA1c%) (OR = 1.401, 95% CI: 1.145-1.716) Triglycerides (TG) (OR = 1.022, 95% CI: 1.006-1.039, P = 0.008), triglyceride glucose index (TyG) (OR = 1.802, 95% CI: 1.248-2.603, P = 0.002) are independent risk factors for T3cDM in patients with pancreatitis. The column chart model constructed based on the above factors has a training set ROC curve area under the curve (AUC) of 0.857 (95% CI: 0.815-0.899), a sensitivity of 80.3%, and a specificity of 80.4%; The AUC of the validation set is 0.773 (95% CI: 0.691-0.855), with a sensitivity of 72.0% and a specificity of 69.0%. The calibration curve shows that the average absolute error of the training set is 0.023, and the validation set is 0.017. The predicted risk is highly consistent with the actual risk; The DCA curve suggests that the net benefit of the model is significantly higher","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146137189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Long-term cardiac outcomes of conduction system pacing upgrade in patient with generator replacement indication and heart failure. 发电机更换指征和心力衰竭患者传导系统起搏升级的长期心脏预后。
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-06 DOI: 10.1186/s40001-026-03913-z
Qiao Wang, Yan-Ni Zhao, Da-Fei Zong, Xiao-Lei Yang, Xin-Jing Ai, Yi-Heng Yang, Lian-Jun Gao, Yun-Long Xia, Ying-Xue Dong

Aims: This study aimed to investigate the potential efficacy and safety of conduction system pacing (CSP) upgrades in patients indicated for elective replacement (ERI) with a left ventricular ejection fraction (LVEF) of less than 50% including those with heart failure with mildly reduced ejection fraction (HFmrEF).

Methods: This observational, retrospective cohort study included all patients with an LVEF < 50% who had a right ventricular pacing percentage of ≥ 40% prior to pulse generator replacement from January 2018 to October 2021. Cardiac performance and lead outcomes were compared across different LVEF groups based on whether they received CSP upgrades.

Results: A total of 60 patients were enrolled in this study, comprising 29 patients who successfully underwent CSP upgrades (29/32, 90.46%) and 31 patients who declined the upgrades. Comparable improvements in LVEF (9.00 ± 5.90% vs. 5.90 ± 3.72%, P = 0.325) and LVEDD (2.80 ± 1.95 mm vs. 3.10 ± 2.60 mm, P = 0.835) were noted in patients with HFmrEF. However, the final LVEF (53.50 ± 6.06 vs. 40.10 ± 10.20, P = 0.031) and LVEDD (48.60 ± 4.79 vs. 55.67 ± 9.80, P = 0.040) were more favorable in patients with HFmrEF compared to those with heart failure with reduced ejection fraction (HFrEF). In patients who declined CSP upgrades, NYHA grade (2.92 ± 0.79 vs. 2.75 ± 0.45, P = 0.010) and LVEF (29.50 ± 8.19% vs. 32.92 ± 5.25%, P = 0.018) decreased in patients with HFrEF, while comparable reductions in LVEF (45.84 ± 3.00% vs. 39.89 ± 10.83%, P = 0.001) and LVEDD (55.86 ± 9.62 mm vs. 50.11 ± 6.26 mm, P = 0.044) were observed in patients with HFmrEF. No complications, including thrombosis, infection, lead dislodgement, perforation, or stroke, were reported. The pacing threshold (1.25 ± 0.45 V vs. 1.57 ± 0.55 V, P = 0.129) did not differ significantly between patients with CSP upgrades and those without, following a follow-up period of 40.57 ± 8.21 months.

Conclusion: CSP upgrade during pulse generator replacement for battery depletion was associated with improved cardiac performances in patients with LVEF less than 50%. The final cardiac performance in patients with HFmrEF is more favorable. Larger-scale randomized controlled studies are therefore necessary to validate these findings, confirm the efficacy of CSP upgrade, and establish its optimal timing.

目的:本研究旨在探讨传导系统起搏(CSP)升级对左心室射血分数(LVEF)小于50%的选择性置换(ERI)患者的潜在疗效和安全性,包括轻度射血分数降低(HFmrEF)的心力衰竭患者。方法:本观察性、回顾性队列研究纳入所有LVEF患者。结果:共纳入60例患者,其中29例患者成功进行了CSP升级(29/32,90.46%),31例患者拒绝升级。HFmrEF患者LVEF(9.00±5.90% vs. 5.90±3.72%,P = 0.325)和LVEDD(2.80±1.95 mm vs. 3.10±2.60 mm, P = 0.835)的改善程度相当。然而,HFmrEF患者的最终LVEF(53.50±6.06比40.10±10.20,P = 0.031)和LVEDD(48.60±4.79比55.67±9.80,P = 0.040)较心力衰竭伴射血分数降低(HFrEF)患者更有利。在拒绝CSP升级的患者中,HFrEF患者的NYHA等级(2.92±0.79比2.75±0.45,P = 0.010)和LVEF(29.50±8.19%比32.92±5.25%,P = 0.018)下降,而HFmrEF患者的LVEF(45.84±3.00%比39.89±10.83%,P = 0.001)和LVEDD(55.86±9.62 mm比50.11±6.26 mm, P = 0.044)也有相应的下降。没有并发症,包括血栓,感染,铅脱位,穿孔,或中风的报道。在随访40.57±8.21个月后,CSP升级患者与未升级患者的起搏阈值(1.25±0.45 V vs. 1.57±0.55 V, P = 0.129)无显著差异。结论:在LVEF小于50%的患者中,更换电池耗尽脉冲发生器期间CSP升级与心脏功能改善相关。HFmrEF患者的最终心脏表现更为有利。因此,需要更大规模的随机对照研究来验证这些发现,确认CSP升级的有效性,并确定其最佳时机。
{"title":"Long-term cardiac outcomes of conduction system pacing upgrade in patient with generator replacement indication and heart failure.","authors":"Qiao Wang, Yan-Ni Zhao, Da-Fei Zong, Xiao-Lei Yang, Xin-Jing Ai, Yi-Heng Yang, Lian-Jun Gao, Yun-Long Xia, Ying-Xue Dong","doi":"10.1186/s40001-026-03913-z","DOIUrl":"https://doi.org/10.1186/s40001-026-03913-z","url":null,"abstract":"<p><strong>Aims: </strong>This study aimed to investigate the potential efficacy and safety of conduction system pacing (CSP) upgrades in patients indicated for elective replacement (ERI) with a left ventricular ejection fraction (LVEF) of less than 50% including those with heart failure with mildly reduced ejection fraction (HFmrEF).</p><p><strong>Methods: </strong>This observational, retrospective cohort study included all patients with an LVEF < 50% who had a right ventricular pacing percentage of ≥ 40% prior to pulse generator replacement from January 2018 to October 2021. Cardiac performance and lead outcomes were compared across different LVEF groups based on whether they received CSP upgrades.</p><p><strong>Results: </strong>A total of 60 patients were enrolled in this study, comprising 29 patients who successfully underwent CSP upgrades (29/32, 90.46%) and 31 patients who declined the upgrades. Comparable improvements in LVEF (9.00 ± 5.90% vs. 5.90 ± 3.72%, P = 0.325) and LVEDD (2.80 ± 1.95 mm vs. 3.10 ± 2.60 mm, P = 0.835) were noted in patients with HFmrEF. However, the final LVEF (53.50 ± 6.06 vs. 40.10 ± 10.20, P = 0.031) and LVEDD (48.60 ± 4.79 vs. 55.67 ± 9.80, P = 0.040) were more favorable in patients with HFmrEF compared to those with heart failure with reduced ejection fraction (HFrEF). In patients who declined CSP upgrades, NYHA grade (2.92 ± 0.79 vs. 2.75 ± 0.45, P = 0.010) and LVEF (29.50 ± 8.19% vs. 32.92 ± 5.25%, P = 0.018) decreased in patients with HFrEF, while comparable reductions in LVEF (45.84 ± 3.00% vs. 39.89 ± 10.83%, P = 0.001) and LVEDD (55.86 ± 9.62 mm vs. 50.11 ± 6.26 mm, P = 0.044) were observed in patients with HFmrEF. No complications, including thrombosis, infection, lead dislodgement, perforation, or stroke, were reported. The pacing threshold (1.25 ± 0.45 V vs. 1.57 ± 0.55 V, P = 0.129) did not differ significantly between patients with CSP upgrades and those without, following a follow-up period of 40.57 ± 8.21 months.</p><p><strong>Conclusion: </strong>CSP upgrade during pulse generator replacement for battery depletion was associated with improved cardiac performances in patients with LVEF less than 50%. The final cardiac performance in patients with HFmrEF is more favorable. Larger-scale randomized controlled studies are therefore necessary to validate these findings, confirm the efficacy of CSP upgrade, and establish its optimal timing.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146131499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identification of glycosylation-related gene signatures associated with coronary artery disease via integrated transcriptomic and machine learning analyses. 通过综合转录组学和机器学习分析鉴定与冠状动脉疾病相关的糖基化相关基因特征。
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-06 DOI: 10.1186/s40001-026-04000-z
Kangjun Fan, Meng Wang, Lin Zhang, Zhaoshui Li, Hongjing Wang, Ting Jiang

Background: On a global scale, coronary artery disease (CAD) continues to be one of the leading causes of morbidity and death. Glycosylation, a vital post-translational modification, has been linked to a range of cardiovascular conditions, including CAD. This study aims to systematically identify and validate glycosylation-based prognostic biomarkers for CAD, with the ultimate goal of developing a novel clinical diagnostic tool.

Methods: We sourced and pre-processed CAD data sets (GSE20680, GSE20681, GSE42148) from the Gene Expression Omnibus (GEO) database, which comprised 199 CAD samples and 162 control samples post batch effect removal. DE analysis was executed using the R software to pinpoint glycosylation-related differentially expressed genes (GRDEGs), whose functional enrichment analysis was conducted subsequently. Risk scores were calculated using a diagnostic model that was built employing logistic regression (LR), support vector machine (SVM) algorithms, and least absolute shrinkage and selection operator (LASSO) regression analysis. The model further underwent validation employing receiver operating characteristic (ROC) curves, calibration plots, as well as decision curve analysis (DCA). The infiltrated abundance of the immune cells between the high-risk group (HRG) and low-risk group (LRG) was then analyzed by ssGSEA to explore the effect of the GRDEG-based prognostic signatures on the immune response. Furthermore, the interaction networks were constructed to explore the potential regulatory mechanisms and therapy approaches based on the GRDEGs. Finally, the levels of the GRDEG-based prognostic signatures in CAD samples were detected using qRT-PCR and western blotting.

Results: Thirty-nine GRDEGs were significantly and differently expressed between the CAD and control groups, which predominantly participate in protein glycosylation and N-Glycan biosynthesis pathways. Among these genes, seven GRDEGs were identified as the prognostic risk signatures, including F5, MGAT4A, HSPG2, ARSB, TUBB3, ST6GAL1, and CAMLG. Based on these genes, the CAD samples were separated into HRG and LRG, and the ICI between HRG and LRG were shown to be significantly different. The constructed interaction networks further suggested that the seven GRDEGs were regulated by several microRNAs (miRNAs), transcription factors (TFs), and RNA-binding proteins (RBPs), and they were the target genes of some chemical drugs. Finally, the outcomes of qRT-PCR and western blotting demonstrated that there were significant variations in expressing these seven key genes in CAD.

Conclusions: This study establishes the critical role of GRDEGs in CAD pathogenesis and presents a robust diagnostic model with potential clinical utility. Furthermore, our findings reveal novel molecular targets that may inform future therapeutic strategies for CAD.

背景:在全球范围内,冠状动脉疾病(CAD)仍然是发病和死亡的主要原因之一。糖基化是一种重要的翻译后修饰,与包括CAD在内的一系列心血管疾病有关。本研究旨在系统地识别和验证基于糖基化的CAD预后生物标志物,最终目标是开发一种新的临床诊断工具。方法:我们从Gene Expression Omnibus (GEO)数据库中获取CAD数据集(GSE20680, GSE20681, GSE42148)并进行预处理,其中包括199个CAD样本和162个批次效应去除后的对照样本。使用R软件进行DE分析,以确定糖基化相关差异表达基因(GRDEGs),随后进行功能富集分析。风险评分是通过采用逻辑回归(LR)、支持向量机(SVM)算法和最小绝对收缩和选择算子(LASSO)回归分析建立的诊断模型计算的。采用受试者工作特征(ROC)曲线、校正图和决策曲线分析(DCA)对模型进行验证。然后通过ssGSEA分析高危组(HRG)和低危组(LRG)之间的免疫细胞浸润丰度,探讨基于grdeg的预后特征对免疫反应的影响。此外,我们还构建了相互作用网络,以探索基于grdeg的潜在调节机制和治疗方法。最后,使用qRT-PCR和western blotting检测CAD样本中基于grdeg的预后特征的水平。结果:39个grdeg在CAD组和对照组中有显著差异表达,主要参与蛋白糖基化和n -聚糖生物合成途径。在这些基因中,有7个grdeg被确定为预后风险标志,包括F5、MGAT4A、HSPG2、ARSB、TUBB3、ST6GAL1和CAMLG。基于这些基因,将CAD样本分为HRG和LRG, HRG和LRG之间的ICI显示出显著差异。构建的相互作用网络进一步表明,这7个grdeg受多种microrna (miRNAs)、转录因子(tf)和rna结合蛋白(rbp)的调控,是一些化学药物的靶基因。最后,qRT-PCR和western blotting结果显示,这7个关键基因在CAD中的表达存在显著差异。结论:本研究确立了GRDEGs在CAD发病机制中的关键作用,并提出了具有潜在临床应用价值的可靠诊断模型。此外,我们的发现揭示了新的分子靶点,可能为CAD的未来治疗策略提供信息。
{"title":"Identification of glycosylation-related gene signatures associated with coronary artery disease via integrated transcriptomic and machine learning analyses.","authors":"Kangjun Fan, Meng Wang, Lin Zhang, Zhaoshui Li, Hongjing Wang, Ting Jiang","doi":"10.1186/s40001-026-04000-z","DOIUrl":"https://doi.org/10.1186/s40001-026-04000-z","url":null,"abstract":"<p><strong>Background: </strong>On a global scale, coronary artery disease (CAD) continues to be one of the leading causes of morbidity and death. Glycosylation, a vital post-translational modification, has been linked to a range of cardiovascular conditions, including CAD. This study aims to systematically identify and validate glycosylation-based prognostic biomarkers for CAD, with the ultimate goal of developing a novel clinical diagnostic tool.</p><p><strong>Methods: </strong>We sourced and pre-processed CAD data sets (GSE20680, GSE20681, GSE42148) from the Gene Expression Omnibus (GEO) database, which comprised 199 CAD samples and 162 control samples post batch effect removal. DE analysis was executed using the R software to pinpoint glycosylation-related differentially expressed genes (GRDEGs), whose functional enrichment analysis was conducted subsequently. Risk scores were calculated using a diagnostic model that was built employing logistic regression (LR), support vector machine (SVM) algorithms, and least absolute shrinkage and selection operator (LASSO) regression analysis. The model further underwent validation employing receiver operating characteristic (ROC) curves, calibration plots, as well as decision curve analysis (DCA). The infiltrated abundance of the immune cells between the high-risk group (HRG) and low-risk group (LRG) was then analyzed by ssGSEA to explore the effect of the GRDEG-based prognostic signatures on the immune response. Furthermore, the interaction networks were constructed to explore the potential regulatory mechanisms and therapy approaches based on the GRDEGs. Finally, the levels of the GRDEG-based prognostic signatures in CAD samples were detected using qRT-PCR and western blotting.</p><p><strong>Results: </strong>Thirty-nine GRDEGs were significantly and differently expressed between the CAD and control groups, which predominantly participate in protein glycosylation and N-Glycan biosynthesis pathways. Among these genes, seven GRDEGs were identified as the prognostic risk signatures, including F5, MGAT4A, HSPG2, ARSB, TUBB3, ST6GAL1, and CAMLG. Based on these genes, the CAD samples were separated into HRG and LRG, and the ICI between HRG and LRG were shown to be significantly different. The constructed interaction networks further suggested that the seven GRDEGs were regulated by several microRNAs (miRNAs), transcription factors (TFs), and RNA-binding proteins (RBPs), and they were the target genes of some chemical drugs. Finally, the outcomes of qRT-PCR and western blotting demonstrated that there were significant variations in expressing these seven key genes in CAD.</p><p><strong>Conclusions: </strong>This study establishes the critical role of GRDEGs in CAD pathogenesis and presents a robust diagnostic model with potential clinical utility. Furthermore, our findings reveal novel molecular targets that may inform future therapeutic strategies for CAD.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146131571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative efficacy of different nerve block technologies for postoperative pain management in hip arthroplasty: a network meta-analysis. 不同神经阻滞技术对髋关节置换术后疼痛管理的比较疗效:网络荟萃分析。
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-05 DOI: 10.1186/s40001-026-03996-8
Wei Xiao, Jin-Yan Yin, Jian Yin, Jun-Gang Sun

Background: Effective pain management following hip arthroplasty is critical for patient recovery. As a key component of multimodal analgesia strategies, nerve blocks are widely utilized for postoperative analgesia. However, the comparative efficacy of different nerve block techniques remains unclear. This study employs a Bayesian network meta-analysis (NMA) to compare analgesic outcomes among six commonly used nerve block techniques after hip arthroplasty.

Methods: Randomized controlled trials (RCTs) comparing postoperative pain outcomes among six nerve block techniques-supra-inguinal fascia iliaca block (FIB), erector spinae plane block (ESPB), quadratus lumborum block (QLB), pericapsular nerve group block (PENG), lumbar plexus block (LPB), and circum-psoas block (CPB)-after hip arthroplasty were systematically searched in PubMed, Embase, Web of Science, and the Cochrane Library from inception to October 15, 2024. 15 RCTs involving 1,068 patients were included. Methodological quality and evidence certainty were assessed using Cochrane RoB 2.0 and GRADE framework. A Bayesian NMA with random/fixed-effects models integrated direct and indirect evidence. Interventions were ranked using the surface under the cumulative ranking curve (SUCRA). Outcomes included static/dynamic pain scores at 12 and 24 h, 24-h intravenous morphine consumption, and postoperative adverse effects (nausea, vomiting, and dizziness).Data were analyzed using R 4.4.1 and Stata 15.

Results: 15 RCTs (n = 1068) comparing six nerve block techniques were included. The NMA showed no statistically significant differences in static or dynamic pain scores at 12 or 24 h. For 24-h morphine consumption, CPB was associated with significantly lower use compared to QLB and FIB. Statistically significant differences were found for postoperative adverse effects. SUCRA rankings consistently indicated CPB had the highest probability of being among the most effective options across outcomes, followed by PENG. The overall certainty of evidence was moderate.

Conclusions: This NMA found no significant differences in analgesia among six nerve blocks after hip arthroplasty, but SUCRA rankings suggest CPB may be optimal for analgesia, morphine-sparing and postoperative adverse effects, while PENG may serve as an alternative in selected clinical contexts.

Registration: PROSPERO (CRD420251101790).

背景:髋关节置换术后有效的疼痛管理对患者康复至关重要。神经阻滞作为多模式镇痛策略的重要组成部分,被广泛应用于术后镇痛。然而,不同神经阻滞技术的比较疗效尚不清楚。本研究采用贝叶斯网络荟萃分析(NMA)比较髋关节置换术后六种常用神经阻滞技术的镇痛效果。方法:系统检索PubMed、Embase、Web of Science和Cochrane Library自成立至2024年10月15日期间,比较6种神经阻滞技术(腹股沟上髂筋膜阻滞(FIB)、直立棘平面阻滞(ESPB)、腰方肌阻滞(QLB)、囊周神经群阻滞(PENG)、腰丛阻滞(LPB)和腰肌周围阻滞(CPB))髋关节置换术后疼痛结局的随机对照试验(RCTs)。纳入15项随机对照试验,共1068例患者。采用Cochrane RoB 2.0和GRADE框架评估方法学质量和证据确定性。随机/固定效应模型的贝叶斯NMA综合了直接和间接证据。采用累积排序曲线(SUCRA)下的曲面对干预措施进行排序。结果包括12和24小时的静态/动态疼痛评分、24小时静脉注射吗啡用量和术后不良反应(恶心、呕吐和头晕)。数据分析采用r4.4.1和Stata 15。结果:纳入15项rct (n = 1068),比较6种神经阻滞技术。NMA在12或24小时的静态或动态疼痛评分上没有统计学意义上的差异。对于24小时吗啡消耗,与QLB和FIB相比,CPB的使用明显减少。术后不良反应差异有统计学意义。SUCRA排名一致表明,CPB最有可能成为所有结果中最有效的选择之一,其次是PENG。证据的总体确定性是中等的。结论:该NMA发现,髋关节置换术后6种神经阻滞在镇痛方面没有显著差异,但SUCRA排名表明,CPB可能是镇痛、节省吗啡和术后不良反应的最佳选择,而PENG可能在某些临床情况下作为替代选择。报名:普洛斯彼罗(CRD420251101790)。
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引用次数: 0
Association of triglyceride glucose index with mortality in critically ill patients with atherosclerotic cardiovascular disease: analysis of the MIMIC-IV database. 动脉粥样硬化性心血管疾病危重患者甘油三酯葡萄糖指数与死亡率的关系:MIMIC-IV数据库分析
IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2026-02-05 DOI: 10.1186/s40001-026-03994-w
Huibo Wang, Guosong Jiang, Xiaoxiao Qu, Jinmeng Zhou

Background: The triglyceride glucose (TyG) index, a surrogate marker of insulin resistance, has been linked to cardiovascular risk. However, its prognostic role in critically ill patients with atherosclerotic cardiovascular disease (ASCVD) remains unclear.

Methods: In this retrospective cohort study using the MIMIC-IV database, we identified 2,493 ASCVD patients and stratified them into TyG tertiles upon Intensive Care Unit (ICU) admission. Primary outcomes were 30-, 90-, and 365-day mortality. Secondary outcomes included the use and timing of mechanical ventilation (MV) and vasopressors. Cox regression, restricted cubic spline, and Fine-Gray competing risk models were applied. Propensity score matching (PSM) was performed as a sensitivity analysis. Subgroup analyses were conducted by age, sex, race, hypertension, diabetes, and statin use. Mediation analysis using white blood cell (WBC) count explored systemic inflammation.

Results: Higher TyG tertiles were consistently associated with increased mortality: 30-day (HR 1.85, 95% CI 1.46-2.36, P < 0.001), 90-day (HR 1.73, 95% CI 1.39-2.15, P < 0.001), and 365-day (HR 1.66, 95% CI 1.37-2.03, P < 0.001). These associations remained robust in propensity score-matched (PSM) analyses. Elevated TyG was also linked to greater need for MV (OR 1.93, 95% CI 1.66-2.24, P < 0.001) and vasopressor support (OR 1.58, 95% CI 1.35-1.86, P < 0.001) within the first 24 h, and to earlier initiation of these interventions in competing risk models (MV): sHR (subdistribution hazard ratio) 1.46, 95% CI 1.35-1.57, P < 0.001; vasopressor use: sHR 1.41, 95% CI 1.30-1.53, P < 0.001. WBC count partially mediated the TyG-mortality association, accounting for 22.18% of the total effect (P < 0.001) for 30-day mortality. In exploratory subgroup analyses, the association between TyG and mortality appeared more pronounced in nondiabetic patients (30-day HR 1.58, 95% CI 1.35-1.84) than in diabetic patients (HR 1.13, 95% CI 0.94-1.36), although these findings should be interpreted cautiously.

Conclusion: In critically ill patients with ASCVD, higher TyG index was associated with adverse outcomes, including increased mortality and earlier initiation of organ-supportive interventions. These findings suggest that TyG could serve as a practical biomarker for early risk stratification in this high-risk population, though prospective studies are warranted to confirm its clinical utility.

背景:甘油三酯葡萄糖(TyG)指数是胰岛素抵抗的替代标志物,与心血管风险有关。然而,其在动脉粥样硬化性心血管疾病(ASCVD)危重患者中的预后作用尚不清楚。方法:在这项使用MIMIC-IV数据库的回顾性队列研究中,我们确定了2493例ASCVD患者,并将他们在重症监护病房(ICU)入院时分为TyG组。主要结局为30天、90天和365天死亡率。次要结果包括机械通气(MV)和血管加压药物的使用和时机。应用了Cox回归、受限三次样条和Fine-Gray竞争风险模型。倾向评分匹配(PSM)作为敏感性分析。亚组分析按年龄、性别、种族、高血压、糖尿病和他汀类药物的使用进行。使用白细胞(WBC)计数进行中介分析,探讨全身性炎症。结果:较高的TyG指数始终与死亡率增加相关:30天(HR 1.85, 95% CI 1.46-2.36, P)。结论:在ASCVD危重患者中,较高的TyG指数与不良结局相关,包括死亡率增加和早期开始器官支持干预。这些发现表明TyG可以作为高危人群早期风险分层的实用生物标志物,尽管需要前瞻性研究来证实其临床应用。
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引用次数: 0
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