{"title":"中性粒细胞与淋巴细胞比率和时间加权NLR对危重儿童死亡率和生存率的不同影响:来自回顾性研究的见解","authors":"Dongqing Ma, Wei Wang, June Ma, Wei Liu","doi":"10.3389/fped.2025.1559405","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The intensive care of critically ill children is challenging due to diverse etiologies and rapid disease progression. Early identification of high-risk patients is crucial for improving outcomes. The neutrophil-to-lymphocyte ratio (NLR) has emerged as a potential biomarker reflecting the balance between innate and adaptive immune responses, with studies in adults showing its correlation with mortality and survival in intensive care settings. However, its application in pediatric intensive care units (PICU) is less explored.</p><p><strong>Objective: </strong>To examine the impact and predictive value of NLR on in-hospital mortality and 90-day survival rates in critically ill children using data from the Pediatric Intensive Care (PIC) database at the Children's Hospital of Zhejiang University School of Medicine.</p><p><strong>Methods: </strong>This retrospective cohort study included 3,350 patients from the PIC database, with patients older than 28 days and an ICU stay of at least 48 h. Data on demographic information, ICU admission type, laboratory test results, and clinical outcomes were collected. The normal range of NLR was calculated using the percentile method. Time-weighted NLR was calculated using the trapezoidal rule to estimate the area under the curve of NLR values over time. Statistical analyses included chi-square tests, Mann-Whitney <i>U</i> tests, and multivariable logistic regression to assess the association between NLR and outcomes.</p><p><strong>Results: </strong>Higher time-weighted NLR levels were significantly associated with increased in-hospital mortality (OR = 1.15, 95% CI: 1.08-1.22, <i>p</i> < 0.001) and shorter ICU length of stay. The Kaplan-Meier survival analysis showed significantly different 90-day survival rates among NLR groups (<i>p</i> = 0.034). Subgroup analysis revealed the highest predictive value of time-weighted NLR in patients under 1 year old with an initial NLR less than 0.48 (AUC = 0.832).</p><p><strong>Conclusion: </strong>The study confirms NLR, particularly in its time-weighted form, as a robust prognostic indicator for critically ill children. Elevated time-weighted NLR levels are associated with increased in-hospital mortality and shorter ICU stays, highlighting its potential for risk stratification and guiding clinical decisions in PICU. The dynamic nature of the time-weighted NLR provides a more accurate reflection of the patient's inflammatory burden over time. However, the retrospective and single-center design of the study limits the generalizability of the results. Future research should address these limitations and explore the integration of NLR with other clinical and laboratory parameters to enhance prognostic accuracy in pediatric critical care settings.</p>","PeriodicalId":12637,"journal":{"name":"Frontiers in Pediatrics","volume":"13 ","pages":"1559405"},"PeriodicalIF":2.1000,"publicationDate":"2025-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12130025/pdf/","citationCount":"0","resultStr":"{\"title\":\"Differential impact of neutrophil-to-lymphocyte ratio and time-weighted NLR on mortality and survival in critically ill children: insights from a retrospective study.\",\"authors\":\"Dongqing Ma, Wei Wang, June Ma, Wei Liu\",\"doi\":\"10.3389/fped.2025.1559405\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The intensive care of critically ill children is challenging due to diverse etiologies and rapid disease progression. Early identification of high-risk patients is crucial for improving outcomes. The neutrophil-to-lymphocyte ratio (NLR) has emerged as a potential biomarker reflecting the balance between innate and adaptive immune responses, with studies in adults showing its correlation with mortality and survival in intensive care settings. However, its application in pediatric intensive care units (PICU) is less explored.</p><p><strong>Objective: </strong>To examine the impact and predictive value of NLR on in-hospital mortality and 90-day survival rates in critically ill children using data from the Pediatric Intensive Care (PIC) database at the Children's Hospital of Zhejiang University School of Medicine.</p><p><strong>Methods: </strong>This retrospective cohort study included 3,350 patients from the PIC database, with patients older than 28 days and an ICU stay of at least 48 h. Data on demographic information, ICU admission type, laboratory test results, and clinical outcomes were collected. The normal range of NLR was calculated using the percentile method. Time-weighted NLR was calculated using the trapezoidal rule to estimate the area under the curve of NLR values over time. Statistical analyses included chi-square tests, Mann-Whitney <i>U</i> tests, and multivariable logistic regression to assess the association between NLR and outcomes.</p><p><strong>Results: </strong>Higher time-weighted NLR levels were significantly associated with increased in-hospital mortality (OR = 1.15, 95% CI: 1.08-1.22, <i>p</i> < 0.001) and shorter ICU length of stay. The Kaplan-Meier survival analysis showed significantly different 90-day survival rates among NLR groups (<i>p</i> = 0.034). Subgroup analysis revealed the highest predictive value of time-weighted NLR in patients under 1 year old with an initial NLR less than 0.48 (AUC = 0.832).</p><p><strong>Conclusion: </strong>The study confirms NLR, particularly in its time-weighted form, as a robust prognostic indicator for critically ill children. Elevated time-weighted NLR levels are associated with increased in-hospital mortality and shorter ICU stays, highlighting its potential for risk stratification and guiding clinical decisions in PICU. The dynamic nature of the time-weighted NLR provides a more accurate reflection of the patient's inflammatory burden over time. However, the retrospective and single-center design of the study limits the generalizability of the results. Future research should address these limitations and explore the integration of NLR with other clinical and laboratory parameters to enhance prognostic accuracy in pediatric critical care settings.</p>\",\"PeriodicalId\":12637,\"journal\":{\"name\":\"Frontiers in Pediatrics\",\"volume\":\"13 \",\"pages\":\"1559405\"},\"PeriodicalIF\":2.1000,\"publicationDate\":\"2025-05-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12130025/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Frontiers in Pediatrics\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.3389/fped.2025.1559405\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"PEDIATRICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Pediatrics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3389/fped.2025.1559405","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"PEDIATRICS","Score":null,"Total":0}
引用次数: 0
摘要
背景:危重儿童的重症监护由于病因多样和疾病进展迅速而具有挑战性。早期识别高危患者对改善预后至关重要。中性粒细胞与淋巴细胞比率(NLR)已成为反映先天免疫反应和适应性免疫反应之间平衡的潜在生物标志物,对成人的研究显示其与重症监护环境中的死亡率和生存率相关。然而,其在儿科重症监护病房(PICU)的应用探索较少。目的:利用浙江大学医学院附属儿童医院儿童重症监护(PIC)数据库的数据,探讨NLR对危重儿童住院死亡率和90天生存率的影响及预测价值。方法:本回顾性队列研究包括来自PIC数据库的3350例患者,患者年龄大于28天,ICU住院时间至少为48小时。收集人口统计信息、ICU入院类型、实验室检查结果和临床结果等数据。NLR的正常范围采用百分位数法计算。利用梯形法则计算时间加权NLR,估计NLR值随时间变化的曲线下面积。统计分析包括卡方检验、Mann-Whitney U检验和多变量logistic回归来评估NLR与结果之间的关系。结果:较高的时间加权NLR水平与住院死亡率增加显著相关(OR = 1.15, 95% CI: 1.08-1.22, p p = 0.034)。亚组分析显示,1岁以下患者初始NLR小于0.48时,时间加权NLR的预测值最高(AUC = 0.832)。结论:该研究证实了NLR,特别是在其时间加权形式下,是危重儿童的一个强有力的预后指标。时间加权NLR水平升高与住院死亡率增加和ICU住院时间缩短相关,突出了其潜在的风险分层和指导PICU的临床决策。时间加权NLR的动态特性可以更准确地反映患者随时间的炎症负担。然而,该研究的回顾性和单中心设计限制了结果的普遍性。未来的研究应该解决这些局限性,并探索NLR与其他临床和实验室参数的整合,以提高儿科危重护理环境的预后准确性。
Differential impact of neutrophil-to-lymphocyte ratio and time-weighted NLR on mortality and survival in critically ill children: insights from a retrospective study.
Background: The intensive care of critically ill children is challenging due to diverse etiologies and rapid disease progression. Early identification of high-risk patients is crucial for improving outcomes. The neutrophil-to-lymphocyte ratio (NLR) has emerged as a potential biomarker reflecting the balance between innate and adaptive immune responses, with studies in adults showing its correlation with mortality and survival in intensive care settings. However, its application in pediatric intensive care units (PICU) is less explored.
Objective: To examine the impact and predictive value of NLR on in-hospital mortality and 90-day survival rates in critically ill children using data from the Pediatric Intensive Care (PIC) database at the Children's Hospital of Zhejiang University School of Medicine.
Methods: This retrospective cohort study included 3,350 patients from the PIC database, with patients older than 28 days and an ICU stay of at least 48 h. Data on demographic information, ICU admission type, laboratory test results, and clinical outcomes were collected. The normal range of NLR was calculated using the percentile method. Time-weighted NLR was calculated using the trapezoidal rule to estimate the area under the curve of NLR values over time. Statistical analyses included chi-square tests, Mann-Whitney U tests, and multivariable logistic regression to assess the association between NLR and outcomes.
Results: Higher time-weighted NLR levels were significantly associated with increased in-hospital mortality (OR = 1.15, 95% CI: 1.08-1.22, p < 0.001) and shorter ICU length of stay. The Kaplan-Meier survival analysis showed significantly different 90-day survival rates among NLR groups (p = 0.034). Subgroup analysis revealed the highest predictive value of time-weighted NLR in patients under 1 year old with an initial NLR less than 0.48 (AUC = 0.832).
Conclusion: The study confirms NLR, particularly in its time-weighted form, as a robust prognostic indicator for critically ill children. Elevated time-weighted NLR levels are associated with increased in-hospital mortality and shorter ICU stays, highlighting its potential for risk stratification and guiding clinical decisions in PICU. The dynamic nature of the time-weighted NLR provides a more accurate reflection of the patient's inflammatory burden over time. However, the retrospective and single-center design of the study limits the generalizability of the results. Future research should address these limitations and explore the integration of NLR with other clinical and laboratory parameters to enhance prognostic accuracy in pediatric critical care settings.
期刊介绍:
Frontiers in Pediatrics (Impact Factor 2.33) publishes rigorously peer-reviewed research broadly across the field, from basic to clinical research that meets ongoing challenges in pediatric patient care and child health. Field Chief Editors Arjan Te Pas at Leiden University and Michael L. Moritz at the Children''s Hospital of Pittsburgh are supported by an outstanding Editorial Board of international experts. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide.
Frontiers in Pediatrics also features Research Topics, Frontiers special theme-focused issues managed by Guest Associate Editors, addressing important areas in pediatrics. In this fashion, Frontiers serves as an outlet to publish the broadest aspects of pediatrics in both basic and clinical research, including high-quality reviews, case reports, editorials and commentaries related to all aspects of pediatrics.