open access

Vol 8, No 3 (2023)
Original article
Published online: 2023-08-21
Get Citation

Use of the systemic immune-inflammation index to predict the severity of pneumonia in the emergency department

Fatma Tortum1, Erdal Tekin1, Emine Ozdal1
·
Medical Research Journal 2023;8(3):186-191.
Affiliations
  1. Department of Emergency Medicine, Faculty of Medicine, Atatürk University Erzurum, Turkey

open access

Vol 8, No 3 (2023)
ORIGINAL ARTICLES
Published online: 2023-08-21

Abstract

Introduction: This study aimed to investigate the use of the systemic immune-inflammation index obtained by hemogram parameters in determining the clinical severity of pneumonia.

Material and method: This study was conducted retrospectively with a total of 6,802 patients diagnosed with viral and bacterial pneumonia from January 1, 2013, through January 1, 2023, at the emergency department of a tertiary hospital. The patients’ age, gender, white blood cell, neutrophil, lymphocyte, and platelet counts, clinical outcomes (mortality and discharge), and mechanical ventilator requirements during treatment were obtained from the electronic patient files.

Results: The mean age of the patients was 62.3 ± 17.3 years, and 57.8% (n = 3,928) were male. The systemic immune-inflammation index was found to predict mortality in patients with a sensitivity of 77.9% and a specificity of 36.2% at a cut-off value of 114.72 [area under the curve (AUC): 0.654]. The receiver operating characteristic (ROC) curve analysis showed that the systemic immune-inflammation index was statistically significant in determining mortality among the patients (p < 0.001, 95% confidence interval: 0.639–0.669). The systemic immune-inflammation index was found to predict the mechanical ventilator requirement with a sensitivity of 70.0% and a specificity of 47.5% at a cut-off value of 137.88 (AUC: 0.629). According to the ROC curve analysis, the systemic immune-inflammation index was also statistically significant in determining the mechanical ventilator requirement among the patients (p < 0.001, 95% CI: 0.599–0.658).

Conclusion: The systemic immune-inflammation index was found to be valuable in determining clinical severity in patients with pneumonia.

Abstract

Introduction: This study aimed to investigate the use of the systemic immune-inflammation index obtained by hemogram parameters in determining the clinical severity of pneumonia.

Material and method: This study was conducted retrospectively with a total of 6,802 patients diagnosed with viral and bacterial pneumonia from January 1, 2013, through January 1, 2023, at the emergency department of a tertiary hospital. The patients’ age, gender, white blood cell, neutrophil, lymphocyte, and platelet counts, clinical outcomes (mortality and discharge), and mechanical ventilator requirements during treatment were obtained from the electronic patient files.

Results: The mean age of the patients was 62.3 ± 17.3 years, and 57.8% (n = 3,928) were male. The systemic immune-inflammation index was found to predict mortality in patients with a sensitivity of 77.9% and a specificity of 36.2% at a cut-off value of 114.72 [area under the curve (AUC): 0.654]. The receiver operating characteristic (ROC) curve analysis showed that the systemic immune-inflammation index was statistically significant in determining mortality among the patients (p < 0.001, 95% confidence interval: 0.639–0.669). The systemic immune-inflammation index was found to predict the mechanical ventilator requirement with a sensitivity of 70.0% and a specificity of 47.5% at a cut-off value of 137.88 (AUC: 0.629). According to the ROC curve analysis, the systemic immune-inflammation index was also statistically significant in determining the mechanical ventilator requirement among the patients (p < 0.001, 95% CI: 0.599–0.658).

Conclusion: The systemic immune-inflammation index was found to be valuable in determining clinical severity in patients with pneumonia.

Get Citation

Keywords

Pneumonia, systemic immune-inflammation index, SII, NLR, PLR, mortality

About this article
Title

Use of the systemic immune-inflammation index to predict the severity of pneumonia in the emergency department

Journal

Medical Research Journal

Issue

Vol 8, No 3 (2023)

Article type

Original article

Pages

186-191

Published online

2023-08-21

Page views

285

Article views/downloads

361

DOI

10.5603/mrj.96312

Bibliographic record

Medical Research Journal 2023;8(3):186-191.

Keywords

Pneumonia
systemic immune-inflammation index
SII
NLR
PLR
mortality

Authors

Fatma Tortum
Erdal Tekin
Emine Ozdal

References (17)
  1. Ayan E, Unver H. Diagnosis of Pneumonia from Chest X-Ray Images Using Deep Learning. 2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT). 2019.
  2. Hincapié C, Ascuntar J, León A, et al. Community-acquired pneumonia: comparison of three mortality prediction scores in the emergency department. Colomb Med (Cali). 2021; 52(4): e2044287.
  3. Ko SH, Lee JS, Kim SK, et al. Serum cholesterol as a predictor of mortality among the elderly patients with pneumonia in the emergency department. Am J Emerg Med. 2021; 45: 404–409.
  4. Kim MW, Lim JY, Oh SH. Mortality prediction using serum biomarkers and various clinical risk scales in community-acquired pneumonia. Scand J Clin Lab Invest. 2017; 77(7): 486–492.
  5. Papasidero ID, Valli G, Marin D, et al. Utility of Measuring Circulating Bio-Adrenomedullin and Proenkephalin for 30-Day Mortality Risk Prediction in Patients with COVID-19 and Non-COVID-19 Interstitial Pneumonia in the Emergency Department. Medicina (Kaunas). 2022; 58(12).
  6. Julián-Jiménez A, Castillo JG, Candel F. Usefulness and prognostic value of biomarkers in patients with community-acquired pneumonia in the emergency department. Medicina Clínica (English Edition). 2017; 148(11): 501–510.
  7. Öcal L, Keskin M, Cerşit S, et al. Systemic immune-inflammation index predicts in-hospital and long-term outcomes in patients with ST-segment elevation myocardial infarction. Coron Artery Dis. 2022; 33(4): 251–260.
  8. Jomrich G, Paireder M, Kristo I, et al. High Systemic Immune-Inflammation Index is an Adverse Prognostic Factor for Patients With Gastroesophageal Adenocarcinoma. Ann Surg. 2021; 273(3): 532–541.
  9. Seo M, Yamada T, Morita T, et al. P589Prognostic value of systemic immune-inflammation index in patients with chronic heart failure. European Heart Journal. 2018; 39(suppl_1).
  10. Candemir M, Kiziltunç E, Nurkoç S, et al. Relationship Between Systemic Immune-Inflammation Index (SII) and the Severity of Stable Coronary Artery Disease. Angiology. 2021; 72(6): 575–581.
  11. Wang RH, Wen WX, Jiang ZP, et al. The clinical value of neutrophil-to-lymphocyte ratio (NLR), systemic immune-inflammation index (SII), platelet-to-lymphocyte ratio (PLR) and systemic inflammation response index (SIRI) for predicting the occurrence and severity of pneumonia in patients with intracerebral hemorrhage. Front Immunol. 2023; 14: 1115031.
  12. Jiang R, Li P, Shen W, et al. The predictive value of the preoperative systemic immune-inflammation index in the occurrence of postoperative pneumonia in non-small cell lung cancer: A retrospective study based on 1486 cases. Thorac Cancer. 2023; 14(1): 30–35.
  13. Xie M, Yuan K, Zhu X, et al. Systemic Immune-Inflammation Index and Long-Term Mortality in Patients with Stroke-Associated Pneumonia. J Inflamm Res. 2023; 16: 1581–1593.
  14. Acar E, Gokcen H, Demir A, et al. Comparison of inflammation markers with prediction scores in patients with community-acquired pneumonia. Bratisl Lek Listy. 2021; 122(6): 418–423.
  15. Altas OF, Kizilkaya M. The Effects of Neutrophil-Lymphocyte Ratio, Platelet-Lymphocyte Ratio and Prognostic Markers in Determining the Mortality in Patients Diagnosed With Pneumonia in Intensive Care. Medeni Med J. 2021; 36(2): 130–137.
  16. Enersen CC, Egelund GB, Petersen PT, et al. The ratio of neutrophil-to-lymphocyte and platelet-to-lymphocyte and association with mortality in community-acquired pneumonia: a derivation-validation cohort study. Infection. 2023 [Epub ahead of print].
  17. Martin-Loeches I, Torres A. New guidelines for severe community-acquired pneumonia. Curr Opin Pulm Med. 2021; 27(3): 210–215.

Regulations

Important: This website uses cookies. More >>

The cookies allow us to identify your computer and find out details about your last visit. They remembering whether you've visited the site before, so that you remain logged in - or to help us work out how many new website visitors we get each month. Most internet browsers accept cookies automatically, but you can change the settings of your browser to erase cookies or prevent automatic acceptance if you prefer.

By VM Media Group sp. z o.o., ul. Świętokrzyska 73, 80–180 Gdańsk, Poland
tel.:+48 58 320 94 94, fax:+48 58 320 94 60, e-mail: viamedica@viamedica.pl