{"title":"中性粒细胞百分比-白蛋白比率作为缺血性脑卒中患者死亡率的预后指标。","authors":"Yue-Xin Lu, Bao-Jie Mao, Ming Wang, Shu Wan","doi":"10.7150/ijms.108493","DOIUrl":null,"url":null,"abstract":"<p><p><b>Background:</b> The neutrophil percentage-to-albumin ratio (NPAR) is an emerging inflammatory biomarker that has demonstrated a significant association with poor outcomes in patients with cardiovascular diseases. However, the existing evidence regarding its prognostic value in ischemic stroke (IS) patients remains limited. Our study aimed to investigate the potential of the NPAR as a prognostic indicator for all-cause mortality in patients with IS. <b>Methods:</b> This study screened IS patients from the Medical Information Mart for Intensive Care (MIMIC-IV) database and categorized them into two groups based on NPAR values, employing propensity score matching to mitigate confounding factors. The primary outcome assessed was 90‒day mortality, and the secondary outcomes included in-hospital mortality, ICU mortality, and mortality at 30‒day and 1‒year after admission. Cox proportional hazards regression analysis and restricted cubic splines were used to explore the relationship between the NPAR and all-cause mortality in critically ill IS patients, whereas Kaplan‒Meier analysis was used to estimate survival curves. Subgroup analysis and interaction tests were performed to evaluate the robustness of the results. Receiver operating characteristic curves were computed to assess the diagnostic value of the NPAR in predicting outcomes. <b>Results:</b> A total of 706 patients (53.3% male) were included in the study, with in-hospital and ICU mortality rates of 18.2% and 12.6%, respectively. The mortality rates at 30‒day, 90‒day, and 1‒year were 19.2%, 29.7%, and 37.8%, respectively. Restricted cubic splines indicated a nonlinear increase in all-cause mortality as the NPAR increased. Multivariate Cox regression analysis revealed a significant association between a high NPAR and all-cause mortality at 90‒day (hazard ratio [HR]: 1.99; 95% confidence interval [95% CI]: 1.44-2.76, p < 0.001), 30‒day (HR: 2.09; 95% CI: 1.39-3.13, p < 0.001), and 1‒year (HR: 1.77; 95% CI: 1.32-2.37, p < 0.001). The subgroup analysis indicates that a significant interaction was observed between hypertension and mortality risk in IS patients (p for interaction = 0.012), suggesting that hypertension may be an important predictor of poor prognosis in these patients. Receiver operating characteristic curves demonstrated that the NPAR provides a modestly greater ability to predict the risk of death in patients with IS compared to the individual indices of neutrophil percentage and albumin levels, although the specificity (0.567) and sensitivity (0.684) of NPAR were not outstanding overall. <b>Conclusion:</b> Our study revealed an independent association between a high NPAR and increased all-cause mortality at 30‒day, 90‒day, and 1‒year and during hospitalization in patients with IS, reinforcing its status as an independent determinant of mortality risk.</p>","PeriodicalId":14031,"journal":{"name":"International Journal of Medical Sciences","volume":"22 11","pages":"2663-2675"},"PeriodicalIF":3.2000,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12163424/pdf/","citationCount":"0","resultStr":"{\"title\":\"Neutrophil Percentage-to-Albumin Ratio as a Prognostic Marker for Mortality in Ischemic Stroke Patients.\",\"authors\":\"Yue-Xin Lu, Bao-Jie Mao, Ming Wang, Shu Wan\",\"doi\":\"10.7150/ijms.108493\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p><b>Background:</b> The neutrophil percentage-to-albumin ratio (NPAR) is an emerging inflammatory biomarker that has demonstrated a significant association with poor outcomes in patients with cardiovascular diseases. However, the existing evidence regarding its prognostic value in ischemic stroke (IS) patients remains limited. Our study aimed to investigate the potential of the NPAR as a prognostic indicator for all-cause mortality in patients with IS. <b>Methods:</b> This study screened IS patients from the Medical Information Mart for Intensive Care (MIMIC-IV) database and categorized them into two groups based on NPAR values, employing propensity score matching to mitigate confounding factors. The primary outcome assessed was 90‒day mortality, and the secondary outcomes included in-hospital mortality, ICU mortality, and mortality at 30‒day and 1‒year after admission. Cox proportional hazards regression analysis and restricted cubic splines were used to explore the relationship between the NPAR and all-cause mortality in critically ill IS patients, whereas Kaplan‒Meier analysis was used to estimate survival curves. Subgroup analysis and interaction tests were performed to evaluate the robustness of the results. Receiver operating characteristic curves were computed to assess the diagnostic value of the NPAR in predicting outcomes. <b>Results:</b> A total of 706 patients (53.3% male) were included in the study, with in-hospital and ICU mortality rates of 18.2% and 12.6%, respectively. The mortality rates at 30‒day, 90‒day, and 1‒year were 19.2%, 29.7%, and 37.8%, respectively. Restricted cubic splines indicated a nonlinear increase in all-cause mortality as the NPAR increased. Multivariate Cox regression analysis revealed a significant association between a high NPAR and all-cause mortality at 90‒day (hazard ratio [HR]: 1.99; 95% confidence interval [95% CI]: 1.44-2.76, p < 0.001), 30‒day (HR: 2.09; 95% CI: 1.39-3.13, p < 0.001), and 1‒year (HR: 1.77; 95% CI: 1.32-2.37, p < 0.001). 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Receiver operating characteristic curves demonstrated that the NPAR provides a modestly greater ability to predict the risk of death in patients with IS compared to the individual indices of neutrophil percentage and albumin levels, although the specificity (0.567) and sensitivity (0.684) of NPAR were not outstanding overall. <b>Conclusion:</b> Our study revealed an independent association between a high NPAR and increased all-cause mortality at 30‒day, 90‒day, and 1‒year and during hospitalization in patients with IS, reinforcing its status as an independent determinant of mortality risk.</p>\",\"PeriodicalId\":14031,\"journal\":{\"name\":\"International Journal of Medical Sciences\",\"volume\":\"22 11\",\"pages\":\"2663-2675\"},\"PeriodicalIF\":3.2000,\"publicationDate\":\"2025-05-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12163424/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Medical Sciences\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.7150/ijms.108493\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q1\",\"JCRName\":\"MEDICINE, GENERAL & INTERNAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Medical Sciences","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.7150/ijms.108493","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
引用次数: 0
摘要
背景:中性粒细胞百分比与白蛋白比率(NPAR)是一种新兴的炎症生物标志物,已被证明与心血管疾病患者的不良预后有显著关联。然而,关于其在缺血性脑卒中(IS)患者预后价值的现有证据仍然有限。我们的研究旨在探讨NPAR作为IS患者全因死亡率的预后指标的潜力。方法:本研究从重症医疗信息市场(mic - iv)数据库中筛选IS患者,根据NPAR值将其分为两组,采用倾向评分匹配来减少混杂因素。评估的主要结局是90天死亡率,次要结局包括住院死亡率、ICU死亡率以及入院后30天和1年的死亡率。采用Cox比例风险回归分析和限制性三次样条分析探讨危重IS患者NPAR与全因死亡率之间的关系,采用Kaplan-Meier分析估计生存曲线。采用亚组分析和相互作用检验来评价结果的稳健性。计算受试者工作特征曲线以评估NPAR在预测预后方面的诊断价值。结果:共纳入706例患者,其中男性53.3%,住院死亡率18.2%,ICU死亡率12.6%。30天、90天和1年死亡率分别为19.2%、29.7%和37.8%。限制三次样条曲线表明,随着NPAR的增加,全因死亡率呈非线性增加。多因素Cox回归分析显示,高NPAR与90天全因死亡率之间存在显著相关性(危险比[HR]: 1.99;95%置信区间[95% CI]: 1.44-2.76, p < 0.001), 30天(HR: 2.09;95% CI: 1.39-3.13, p < 0.001)和1年(HR: 1.77;95% CI: 1.32-2.37, p < 0.001)。亚组分析显示,高血压与IS患者死亡风险之间存在显著的相互作用(相互作用p = 0.012),提示高血压可能是IS患者预后不良的重要预测因子。受试者工作特征曲线显示,与中性粒细胞百分比和白蛋白水平等单项指标相比,NPAR预测IS患者死亡风险的能力略强,尽管NPAR的特异性(0.567)和敏感性(0.684)总体上并不突出。结论:我们的研究揭示了高NPAR与IS患者住院30天、90天、1年和住院期间全因死亡率增加之间的独立关联,强化了其作为死亡风险独立决定因素的地位。
Neutrophil Percentage-to-Albumin Ratio as a Prognostic Marker for Mortality in Ischemic Stroke Patients.
Background: The neutrophil percentage-to-albumin ratio (NPAR) is an emerging inflammatory biomarker that has demonstrated a significant association with poor outcomes in patients with cardiovascular diseases. However, the existing evidence regarding its prognostic value in ischemic stroke (IS) patients remains limited. Our study aimed to investigate the potential of the NPAR as a prognostic indicator for all-cause mortality in patients with IS. Methods: This study screened IS patients from the Medical Information Mart for Intensive Care (MIMIC-IV) database and categorized them into two groups based on NPAR values, employing propensity score matching to mitigate confounding factors. The primary outcome assessed was 90‒day mortality, and the secondary outcomes included in-hospital mortality, ICU mortality, and mortality at 30‒day and 1‒year after admission. Cox proportional hazards regression analysis and restricted cubic splines were used to explore the relationship between the NPAR and all-cause mortality in critically ill IS patients, whereas Kaplan‒Meier analysis was used to estimate survival curves. Subgroup analysis and interaction tests were performed to evaluate the robustness of the results. Receiver operating characteristic curves were computed to assess the diagnostic value of the NPAR in predicting outcomes. Results: A total of 706 patients (53.3% male) were included in the study, with in-hospital and ICU mortality rates of 18.2% and 12.6%, respectively. The mortality rates at 30‒day, 90‒day, and 1‒year were 19.2%, 29.7%, and 37.8%, respectively. Restricted cubic splines indicated a nonlinear increase in all-cause mortality as the NPAR increased. Multivariate Cox regression analysis revealed a significant association between a high NPAR and all-cause mortality at 90‒day (hazard ratio [HR]: 1.99; 95% confidence interval [95% CI]: 1.44-2.76, p < 0.001), 30‒day (HR: 2.09; 95% CI: 1.39-3.13, p < 0.001), and 1‒year (HR: 1.77; 95% CI: 1.32-2.37, p < 0.001). The subgroup analysis indicates that a significant interaction was observed between hypertension and mortality risk in IS patients (p for interaction = 0.012), suggesting that hypertension may be an important predictor of poor prognosis in these patients. Receiver operating characteristic curves demonstrated that the NPAR provides a modestly greater ability to predict the risk of death in patients with IS compared to the individual indices of neutrophil percentage and albumin levels, although the specificity (0.567) and sensitivity (0.684) of NPAR were not outstanding overall. Conclusion: Our study revealed an independent association between a high NPAR and increased all-cause mortality at 30‒day, 90‒day, and 1‒year and during hospitalization in patients with IS, reinforcing its status as an independent determinant of mortality risk.
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