Inflammatory markers as predictors of in-hospital mortality in acute exacerbation of chronic obstructive pulmonary disease (AECOPD) patients with acute respiratory failure: insights from the MIMIC-IV database

被引:0
|
作者
Wang, Qimin [1 ]
Yang, Feng [1 ]
Gao, Lianjun [1 ]
Xu, Guiping [1 ]
Gao, Wei [1 ]
机构
[1] Capital Med Univ, China Rehabil Res Ctr, Rehabil Sch, Dept Resp & Crit Care Med, 10 Jiaomen North Rd, Beijing 100068, Peoples R China
关键词
Acute exacerbation of chronic obstructive pulmonary disease (AECOPD); acute respiratory failure; in- hospital mortality; Medical Information Mart for Intensive Care IV (MIMIC-IV); inflammatory markers; SCORE; RATIO; COPD;
D O I
10.21037/jtd-24-1287
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
Background: Acute exacerbation of chronic obstructive pulmonary disease (AECOPD) particularly when coupled with acute respiratory failure (ARF), markedly elevates mortality rates. This investigation focuses on pivotal inflammatory markers in exacerbations of chronic obstructive pulmonary disease (COPD), including the neutrophil-to-lymphocyte ratio (NLR), lactate-to-albumin ratio (LAR), glucose-to-lymphocyte ratio (GLR), prognostic nutritional index (PNI), platelet-to-lymphocyte ratio (PLR), and systemic immune- inflammation index (SII), which are easily determinable from peripheral blood. We aimed to investigate the prognostic value of NLR, LAR, GLR, SII, PNI, and PLR for in-hospital mortality among AECOPD patients with ARF . Methods: This analysis encompassed data from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database, involving patients diagnosed with AECOPD and ARF. The study employed multivariate logistic regression and restricted cubic spline (RCS) models to evaluate the relationship between selected inflammatory markers and in-hospital mortality. The efficacy of these markers as prognostic tools was further assessed through receiver operating characteristic (ROC) curve analysis. Results: The study included 1,209 AECOPD patients with ARF, comprising 1,137 survivors and 72 fatalities, yielding an in-hospital mortality rate of 5.96%. Both NLR and PNI demonstrated non-linear relationships with mortality outcomes in RCS analysis, with inflection points at 6.66 and 43.54, respectively. Elevated GLR were linked with increased mortality risk. These results persisted even after adjusting for covariates. No significant associations were found for SII, LAR, or PLR. Notably, NLR [area under the curve (AUC) =0.684; 95% confidence interval (CI): 0.627-0.741] slightly surpassed PNI (AUC =0.663; 95% CI: 0.557-0.691) and GLR (AUC =0.624; 95% CI: 0.557-0.691) in predictive accuracy. Conclusions: NLR, GLR, and PNI on admission to hospital have moderate predictive utility for in- hospital mortality in patients with AECOPD and ARF. The findings may provide some references for exploring prognostic biomarkers and help clinicians to identify patients with AECOPD and ARF at elevated risk of mortality in an early stage.
引用
收藏
页码:8250 / 8261
页数:12
相关论文
共 50 条
  • [41] Serum Creatinine/Cystatin C Ratio as a Predictor of In-hospital Mortality in Patients Hospitalized with Acute Exacerbation of Chronic Obstructive Pulmonary Disease
    Zhixiang Chen
    Lei Zha
    Xiao Ma
    Jing Xu
    Dandan Huang
    Wenlong Wu
    Long Chen
    Feng Yang
    Weiling Liao
    Wenhua Wang
    Lung, 2022, 200 : 609 - 617
  • [42] Development of a nomogram for predicting in-hospital mortality of patients with exacerbation of chronic obstructive pulmonary disease
    Sakamoto, Yukiyo
    Yamauchi, Yasuhiro
    Yasunaga, Hideo
    Takeshima, Hideyuki
    Hasegawa, Wakae
    Jo, Taisuke
    Sasabuchi, Yusuke
    Matsui, Hiroki
    Fushimi, Kiyohide
    Nagase, Takahide
    INTERNATIONAL JOURNAL OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE, 2017, 12 : 1605 - 1611
  • [43] Impact of Secondary Polycythemia on In-hospital Outcomes in Patients Admitted for Acute Exacerbation of Chronic Obstructive Pulmonary Disease
    Petryshyn, Y.
    Harb, A.
    Alam, N.
    Salah, A.
    Galindo, A.
    Yabit, F.
    Shah, H.
    Harb, A.
    Tkachuk, I.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2024, 209
  • [44] Comparison of Serum Procalcitonin Levels between Patients with Acute Exacerbation of Chronic Obstructive Pulmonary Disease (AECOPD) and Patients with Chronic Obstructive Pulmonary Disease
    Nejad, Sakineh Haj Jafari
    Behzadi, Anahita
    Shafiepour, Mohsen
    Dalfardi, Behnam
    Langari, Ahmad Alinaghi
    Ahmadipour, Habibeh
    Shafahi, Ahmad
    Fekri, Mitra Samareh
    CURRENT RESPIRATORY MEDICINE REVIEWS, 2023, 19 (02) : 146 - 153
  • [45] Noninvasive Positive Pressure Ventilation in Patients with Acute Respiratory Failure Secondary to Acute Exacerbation of Chronic Obstructive Pulmonary Disease
    Ansari, Sheeba F.
    Memon, Mubeen A.
    Brohi, Naveed A.
    Tahir, Amber
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2019, 11 (10)
  • [47] THE RELATIONSHIP BETWEEN SOCIAL DEPRIVATION AND HOSPITAL ADMISSIONS WITH ACUTE EXACERBATION OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE (AECOPD)
    Grecian, R. J.
    Grecian, S. M.
    Wright, J.
    Balata, H.
    Ashish, A.
    Aziz, I.
    THORAX, 2013, 68 : A84 - A84
  • [48] Patients' experiences immediately prior to admission for an acute exacerbation of chronic obstructive pulmonary Disease (AECOPD)
    Spencer, Charlotte
    Dimov, Doytchin
    EUROPEAN RESPIRATORY JOURNAL, 2014, 44
  • [49] Predictive factors of hospital readmissions and mortality for acute exacerbation of chronic obstructive pulmonary disease
    Cao, ZY
    Ng, TP
    Tan, WC
    Ong, KC
    CHEST, 2004, 126 (04) : 840S - 840S
  • [50] INTEGRATED VENTILATORY CARE FOR RESPIRATORY FAILURE IN ACUTE EXACERBATION OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE
    Ling, Y.
    Whiteley, C.
    Keilty, S.
    Hart, N.
    Davidson, C.
    THORAX, 2008, 63 : A153 - A154