Diagnostic Accuracy of Elevated Neutrophil: Lymphocyte Ratio (NLR) and Platelet: Lymphocyte Ratio (PLR) for the Prediction of 28-Day Mortality in Patients Presenting with Acute Exacerbation of COPD at Tertiary Care Hospital, Karachi

NLR and PLR in AECOPD Mortality

Authors

  • Aftab Ahmed Department of Pulmonology, Dow University of Health Sciences, Karachi, Pakistan
  • Faisal Asad Department of Pulmonology, Dow University of Health Sciences, Karachi, Pakistan
  • Nida Shaikh Department of Pulmonology, Dow University of Health Sciences, Karachi, Pakistan
  • Rabeea Nouman Department of Pulmonology, Dow University of Health Sciences, Karachi, Pakistan
  • Komal Sikander Department of Pulmonology, Dow University of Health Sciences, Karachi, Pakistan
  • Muzamil Ahmed Department of Pulmonology, Dow University of Health Sciences, Karachi, Pakistan

DOI:

https://doi.org/10.54393/pjhs.v7i7.3960

Keywords:

Chronic Obstructive Pulmonary Disease, Mortality, Neutrophils, Platelet Count, Risk Assessment

Abstract

Chronic obstructive pulmonary disease (COPD) patients experiencing sudden flare-ups and immediate risk of death, and basic inflammatory indicators may assist in early risk assessment. Objectives: To assess the diagnostic performance of elevated neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio in predicting 28-day mortality among patients presenting with acute exacerbations of chronic obstructive pulmonary disease. Methods: The study was a prospective observational cohort study conducted at the Ojha Institute of Chest Diseases, Karachi (June 2025 to November 2025), following ethical approval. 88 AECOPD patients aged 20-70 years were recruited through consecutive sampling. Complete blood counts were used to calculate baseline NLR and PLR, which had predetermined cutoffs (>6.74 and >203.6). Mortality within 28 days was tracked among patients. Data analysis was done using SPSS version 25.0. Sensitivity, specificity, and ROC curves, along with multivariate logistic regression with confounder adjustments, were used to assess prognostic performance. Results: Among 88 AECOPD patients, the mean age was 61.16 ± 9.89 years, and 26 (29.5%) died within 28 days. Elevated NLR (84.1%) and PLR (78.4%) were common. The sensitivity of NLR was higher (80.77%), whereas its specificity (14.52%) and prognostic value (AUC 0.58) were lower, and the performance of PLR was poorer (AUC 0.52). Subgroup analysis indicated a better performance among older patients. In general, both biomarkers showed less than optimal prognostic value for 28-day mortality, with NLR being slightly better than PLR. Conclusions: While increased NLR and PLR were typical findings in acute COPD exacerbations, they showed poor diagnostic utility for forecasting 28-day mortality.

References

Luo Z, Zhang W, Chen L, Xu N. Prognostic Value of Neutrophil: Lymphocyte and Platelet: Lymphocyte Ratios for 28-Day Mortality of Patients with AECOPD. International Journal of General Medicine. 2021 Jun: 2839-48. doi: 10.2147/IJGM.S312045. DOI: https://doi.org/10.2147/IJGM.S312045

Emami Ardestani M, Alavi‐Naeini N. Evaluation of the Relationship of Neutrophil‐To Lymphocyte Ratio and Platelet‐to‐Lymphocyte Ratio with in‐Hospital Mortality in Patients with Acute Exacerbation of Chronic Obstructive Pulmonary Disease. The Clinical Respiratory Journal. 2021 Apr; 15(4): 382-8. doi: 10.1111/crj.13312. DOI: https://doi.org/10.1111/crj.13312

Hassan M and Noor L. Neutrophil to Lymphocyte Ratio (NLR): A Road to an Inexpensive Biomarker for Acute Exacerbation of COPD. The Journal of the Pakistan Medical Association. 2025 Aug; 75(8): 1317. doi: 10.47391/JPMA.30284. DOI: https://doi.org/10.47391/JPMA.30284

Peña JM and Garcia G. Prognostic Value of Neutrophil-to-Lymphocyte Ratio (NLR), Monocyte-to-Lymphocyte Ratio (MLR), and Platelet-to-Lymphocyte Ratio (PLR) in NIV Rates, ICU Admission, Intubation, and Mortality among Filipino COPD Patients. 2026 Apr. doi: 10.21203/rs.3.rs-8451937/v1. DOI: https://doi.org/10.21203/rs.3.rs-8451937/v1

Wang Q, Yang F, Gao L, Xu C, Gao W. 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. Journal of Thoracic Disease. 2024 Dec; 16(12): 8250-61. doi: 10.21037/jtd-24-1287. DOI: https://doi.org/10.21037/jtd-24-1287

Fang L, Zhu J, Fu D. Predictive Value of Neutrophil-Lymphocyte Ratio for All-Cause Mortality in Patients with Chronic Obstructive Pulmonary Disease: A Systematic Review and Meta-Analysis. BioMed Central Pulmonary Medicine. 2025 Apr; 25(1): 206. doi: 10.1186/s12890-025-03677-y. DOI: https://doi.org/10.1186/s12890-025-03677-y

Zhang Z, Liu Y, Shen Z, Zhang K, Gao H, Chen Z et al. Nutritional and Inflammatory Predictors of All-Cause Mortality in COPD Patients with Hypercapnic Respiratory Failure: A Two-Center Prospective Cohort Study. International Journal of Chronic Obstructive Pulmonary Disease. 2025 Dec: 3907-22. doi: 10.2147/COPD.S559986. DOI: https://doi.org/10.2147/COPD.S559986

Mahmoud MA, Hussien AA, Makhlouf HA. Alterations in Neutrophil-Lymphocyte Ratio and C-Reactive Protein in Chronic Obstructive Pulmonary Disease Patients Admitted to Hospital with an Acute Exacerbation. Bulletin of Pharmaceutical Sciences Assiut University. 2022 Jun; 45(1): 411-7. doi: 10.21608/bfsa.2022.239582. DOI: https://doi.org/10.21608/bfsa.2022.239582

Kumar P, Law S, Sriram KB. Evaluation of Platelet Lymphocyte Ratio and 90-Day Mortality in Patients with Acute Exacerbation of Chronic Obstructive Pulmonary Disease. Journal of Thoracic Disease. 2017 Jun; 9(6): 1509. doi: 10.21037/jtd.2017.05.77. DOI: https://doi.org/10.21037/jtd.2017.05.77

Shao S, Zhang Z, Feng L, Liang L, Tong Z. Association of Blood Inflammatory Biomarkers with Clinical Outcomes in Patients with AECOPD: An 8-Year Retrospective Study in Beijing. International Journal of Chronic Obstructive Pulmonary Disease. 2023 Dec: 1783-802. doi: 10.2147/COPD.S416869. DOI: https://doi.org/10.2147/COPD.S416869

Fu Y, Wang Y, Wang Y, Mou T, He X, Wang J et al. Biomarkers (NLR, PLR, SII) for Frequent COPD Exacerbations: Diagnostic and Clinical Management Implications in a Retrospective Study. International Journal of Chronic Obstructive Pulmonary Disease. 2025 Dec: 987-98. doi: 10.2147/COPD.S510118. DOI: https://doi.org/10.2147/COPD.S510118

Yu X, Zhu GP, Cai TF, Zheng JY. Establishment of a Risk Prediction Model and Risk Score for in‐Hospital Mortality in Patients with AECOPD. The Clinical Respiratory Journal. 2020 Nov; 14(11): 1090-8. doi: 10.1111/crj.13246. DOI: https://doi.org/10.1111/crj.13246

Agustí A, Celli BR, Criner GJ, Halpin D, Anzueto A, Barnes P et al. Global Initiative for Chronic Obstructive Lung Disease 2023 Report: Gold Executive Summary. Journal of the Pan-African Thoracic Society. 2024 Sep; 5: 92.

Liu Y, Zhao W, Hu C, Zhang Y, Qu Y. Predictive Value of the Neutrophil-To-Lymphocyte Ratio/Serum Albumin for All-Cause Mortality in Critically Ill Patients Suffering from COPD. International Journal of Chronic Obstructive Pulmonary Disease. 2025 Dec: 659-83. doi: 10.2147/COPD.S497829. DOI: https://doi.org/10.2147/COPD.S497829

Fayiad H and Amer AM. Predictive Role of Platelets to Lymphocytes Ratio and Neutrophil to Lymphocytes Ratio in COPD Exacerbation. The Egyptian Journal of Internal Medicine. 2024 Jul; 36(1): 71. doi: 10.1186/s43162-024-00336-2. DOI: https://doi.org/10.1186/s43162-024-00336-2

Liu J, Liu J, Zou Y. Relationship Between Neutrophil–Lymphocyte Ratio and Short-Term Prognosis in Chronic Obstructive Pulmonary Patients with Acute Exacerbation. Bioscience Reports. 2019 May; 39(5): BSR20190675. doi: 10.1042/BSR20190675. DOI: https://doi.org/10.1042/BSR20190675

El-Gazzar AG, Kamel MH, Elbahnasy OK, El-Naggar ME. Prognostic Value of Platelet and Neutrophil to Lymphocyte Ratio in COPD Patients. Expert Review of Respiratory Medicine. 2020 Jan; 14(1): 111-6. doi: 10.1080/17476348.2019.1675517. DOI: https://doi.org/10.1080/17476348.2019.1675517

Paliogiannis P, Fois AG, Sotgia S, Mangoni AA, Zinellu E, Pirina P et al. The Neutrophil‐to‐Lymphocyte Ratio as a Marker of Chronic Obstructive Pulmonary Disease and Its Exacerbations: A Systematic Review and Meta‐Analysis. European Journal of Clinical Investigation. 2018 Aug; 48(8): e12984. doi: 10.1111/eci.12984. DOI: https://doi.org/10.1111/eci.12984

Ye Z, Ai X, Liao Z, You C, Cheng Y. The Prognostic Values of Neutrophil to Lymphocyte Ratio for Outcomes in Chronic Obstructive Pulmonary Disease. Medicine. 2019 Jul; 98(28): e16371. doi: 10.1097/MD.0000000000016371. DOI: https://doi.org/10.1097/MD.0000000000016371

Sørensen AK, Holmgaard DB, Mygind LH, Johansen J, Pedersen C. Neutrophil-to-Lymphocyte Ratio, Calprotectin and YKL-40 in Patients with Chronic Obstructive Pulmonary Disease: Correlations and 5-Year Mortality–A Cohort Study. Journal of Inflammation. 2015 Mar; 12(1): 20. doi: 10.1186/s12950-015-0064-5. DOI: https://doi.org/10.1186/s12950-015-0064-5

Downloads

Published

2026-07-31
CITATION
DOI: 10.54393/pjhs.v7i7.3960
Published: 2026-07-31

How to Cite

Ahmed, A., Asad, F., Shaikh, N., Nouman, R., Sikander, K., & Ahmed, M. (2026). Diagnostic Accuracy of Elevated Neutrophil: Lymphocyte Ratio (NLR) and Platelet: Lymphocyte Ratio (PLR) for the Prediction of 28-Day Mortality in Patients Presenting with Acute Exacerbation of COPD at Tertiary Care Hospital, Karachi: NLR and PLR in AECOPD Mortality. Pakistan Journal of Health Sciences, 7(7), 144–149. https://doi.org/10.54393/pjhs.v7i7.3960

Issue

Section

Original Article

Plaudit

Most read articles by the same author(s)