{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T18:03:53Z","timestamp":1780077833707,"version":"3.54.0"},"reference-count":26,"publisher":"Public Library of Science (PLoS)","issue":"5","license":[{"start":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T00:00:00Z","timestamp":1780012800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS One"],"abstract":"<jats:sec id=\"sec001\">\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Community-acquired pneumonia (CAP) remains a leading cause of hospitalization and mortality worldwide, particularly in low- and middle-income countries. Risk stratification is essential for guiding treatment decisions, yet commonly used biomarkers such as C-reactive protein and procalcitonin are costly and not always readily available. The neutrophil-to-lymphocyte ratio (NLR), a simple index derived from routine blood counts, has been proposed as a cost-effective prognostic marker. This study aimed to evaluate the predictive value of NLR on hospital outcomes in patients with CAP.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec002\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>A prospective observational study was conducted in the Department of Medicine at Dhaka Medical College Hospital, Bangladesh, between July 2023 and June 2024. One hundred adult patients with CAP were enrolled using purposive sampling. Demographic, clinical, and laboratory data were recorded at admission, including complete blood counts and CURB-65 scores. NLR was calculated, with \u22657.12 defined as elevated. Patients were followed for outcomes including mortality, oxygen requirement, ICU admission, and length of hospital stay. Statistical analyses included chi-square tests, logistic regression, and ROC curve analysis.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec003\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      The mean age of participants was 53.7\u2009\u00b1\u200910.9 years, and 62% were male. An elevated NLR (\u22657.12) was present in 67% of patients and was significantly associated with mortality (p\u2009=\u20090.027), oxygen requirement (p\u2009&lt;\u20090.001), ICU admission (p\u2009&lt;\u20090.005), and prolonged hospital stay (p\u2009&lt;\u20090.001). Regression analysis confirmed NLR\u2009\u2265\u20097.12 is associated with prolonged stay (OR: 15.235; 95% CI: 4.613\u201350.316;\n                      <jats:italic>p<\/jats:italic>\n                      \u2009&lt;\u20090.001), oxygen requirement (OR: 1.846; 95% CI: 1.415\u20132.408;\n                      <jats:italic>p<\/jats:italic>\n                      \u2009&lt;\u20090.001), ICU transfer (OR: 5.172; 95% CI: 1.289\u201320.747;\n                      <jats:italic>p<\/jats:italic>\n                      \u2009&lt;\u20090.001), and mortality (OR: 7.704; 95% CI: 1.962\u201361.690). ROC analysis showed moderate discriminatory ability for prolonged stay (AUC: 0.762) and modest predictive performance for oxygen need, ICU admission, and mortality.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec004\">\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>Elevated NLR is strongly associated with adverse outcomes in CAP, including mortality, ICU admission, oxygen requirement, and prolonged hospitalization. Given its simplicity and accessibility, NLR may serve as a valuable tool for early risk stratification in resource-limited settings.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1371\/journal.pone.0348518","type":"journal-article","created":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T17:24:12Z","timestamp":1780075452000},"page":"e0348518","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":0,"title":["Predictive value of neutrophil-to-lymphocyte ratio on hospital outcomes of patients with community-acquired pneumonia"],"prefix":"10.1371","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-4043-0183","authenticated-orcid":true,"given":"Zakir","family":"Hossion","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zabir","family":"Hossain","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fatema","family":"Islam","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sharmin","family":"Yasmin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2026,5,29]]},"reference":[{"key":"pone.0348518.ref001","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1016\/j.ijid.2018.12.005","article-title":"Etiology and epidemiology of community-acquired pneumonia in adults requiring hospital admission: a prospective study in rural Central Philippines","volume":"80","author":"S Lupisan","year":"2019","journal-title":"Int J Infect Dis"},{"issue":"2","key":"pone.0348518.ref002","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1097\/QCO.0b013e32835ebc6d","article-title":"Long-term prognosis in community-acquired pneumonia","volume":"26","author":"MI Restrepo","year":"2013","journal-title":"Curr Opin Infect Dis"},{"key":"pone.0348518.ref003","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1186\/s41479-020-00074-3","article-title":"Etiology of community-acquired pneumonia in adults: a systematic review","volume":"12","author":"S Shoar","year":"2020","journal-title":"Pneumonia (Nathan Qld)"},{"key":"pone.0348518.ref004","volume-title":"Antimicrobial Resistance: Global Report on Surveillance","author":"World Health Organization (WHO)","year":"2014"},{"issue":"10","key":"pone.0348518.ref005","doi-asserted-by":"crossref","first-page":"788","DOI":"10.1111\/j.1469-0691.2005.01226.x","article-title":"Epidemiology of community-acquired pneumonia in adult patients at the dawn of the 21st century: a prospective study on the Mediterranean coast of Spain","volume":"11","author":"F Guti\u00e9rrez","year":"2005","journal-title":"Clin Microbiol Infect"},{"issue":"2","key":"pone.0348518.ref006","article-title":"Characteristics and management of community-acquired pneumonia in the era of global aging","volume":"6","author":"C Cill\u00f3niz","year":"2018","journal-title":"Med Sci (Basel, Switzerland)"},{"issue":"7","key":"pone.0348518.ref007","doi-asserted-by":"crossref","first-page":"632","DOI":"10.1056\/NEJMcp2303286","article-title":"Community-acquired pneumonia","volume":"389","author":"TM File","year":"2023","journal-title":"N Engl J Med"},{"issue":"3","key":"pone.0348518.ref008","doi-asserted-by":"crossref","DOI":"10.1002\/hsr2.630","article-title":"Neutrophil-lymphocyte ratio as a predictor of adverse outcome in patients with community-acquired pneumonia: a systematic review","volume":"5","author":"S Kuikel","year":"2022","journal-title":"Health Sci Rep"},{"issue":"1","key":"pone.0348518.ref009","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1177\/1721727X17702150","article-title":"The prognostic and risk-stratified value of neutrophil\u2013lymphocyte count ratio in Chinese patients with community-acquired pneumonia","volume":"15","author":"T Yang","year":"2017","journal-title":"Eur J Inflamm"},{"issue":"4","key":"pone.0348518.ref010","article-title":"Prognostic value of serial neutrophil-to-lymphocyte ratio measurements in hospitalized community-acquired pneumonia","volume":"16","author":"H Lee","year":"2021","journal-title":"PLoS One"},{"key":"pone.0348518.ref011","doi-asserted-by":"crossref","first-page":"1115031","DOI":"10.3389\/fimmu.2023.1115031","article-title":"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","volume":"14","author":"R-H Wang","year":"2023","journal-title":"Front Immunol"},{"issue":"3","key":"pone.0348518.ref012","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0060502","article-title":"Incidence and predictors of hospitalization for bacterial infection in community-based patients with type 2 diabetes: the fremantle diabetes study","volume":"8","author":"EJ Hamilton","year":"2013","journal-title":"PLoS One"},{"key":"pone.0348518.ref013","doi-asserted-by":"crossref","first-page":"2058739219835106","DOI":"10.1177\/2058739219835106","article-title":"Predicting value of neutrophil\u2013lymphocyte ratio and CURB-65 score for early clinical stability of adult community-acquired pneumonia","volume":"17","author":"X Ju","year":"2019","journal-title":"Eur J Inflamm"},{"issue":"1","key":"pone.0348518.ref014","doi-asserted-by":"crossref","first-page":"100278","DOI":"10.1016\/j.clinme.2024.100278","article-title":"The role of the neutrophil-to-lymphocyte ratio in predicting outcomes among patients with community-acquired pneumonia","volume":"25","author":"Y Sharma","year":"2025","journal-title":"Clin Med (Lond)"},{"key":"pone.0348518.ref015","first-page":"1235","article-title":"Predictive value of neutrophil to lymphocyte ratio and CURB-65 score in elderly patients with community acquired pneumonia","author":"M Zhong","year":"2021","journal-title":"Chin J Emerg Med"},{"issue":"10","key":"pone.0348518.ref016","article-title":"The neutrophil-lymphocyte count ratio in patients with community-acquired pneumonia","volume":"7","author":"CPC de Jager","year":"2012","journal-title":"PLoS One"},{"issue":"3","key":"pone.0348518.ref017","article-title":"Association between neutrophil to lymphocyte ratio and mortality among community acquired pneumonia patients: a meta-analysis","volume":"92","author":"O Alzoubi","year":"2021","journal-title":"Monaldi Arch Chest Dis"},{"issue":"1","key":"pone.0348518.ref018","first-page":"3","article-title":"Management of community-acquired pneumonia in older adults","volume":"2","author":"AF Simonetti","year":"2014","journal-title":"Ther Adv Infect Dis"},{"issue":"2","key":"pone.0348518.ref019","doi-asserted-by":"crossref","first-page":"153","DOI":"10.23736\/S0026-4806.20.06448-4","article-title":"Gender differences in community-acquired pneumonia","volume":"111","author":"E Barbagelata","year":"2020","journal-title":"Minerva Med"},{"key":"pone.0348518.ref020","volume-title":"Differences in community acquired pneumonia according to gender","author":"BG Quero","year":"2017"},{"issue":"7","key":"pone.0348518.ref021","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0220204","article-title":"Effect of tobacco smoking on the risk of developing community acquired pneumonia: a systematic review and meta-analysis","volume":"14","author":"V Baskaran","year":"2019","journal-title":"PLoS One"},{"issue":"6","key":"pone.0348518.ref022","doi-asserted-by":"crossref","first-page":"250","DOI":"10.1016\/j.arbr.2013.11.004","article-title":"Community-acquired pneumonia among smokers","volume":"50","author":"J Almirall","year":"2014","journal-title":"Arch Bronconeumol"},{"issue":"2","key":"pone.0348518.ref023","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1016\/j.ejccm.2015.10.001","article-title":"Comparison between CURB-65, PSI, and SIPF scores as predictors of ICU admission and mortality in community-acquired pneumonia","volume":"3","author":"SAM Eldaboosy","year":"2015","journal-title":"Egypt J Crit Care Med"},{"issue":"8","key":"pone.0348518.ref024","doi-asserted-by":"crossref","first-page":"698","DOI":"10.1136\/thx.2008.095562","article-title":"Systolic blood pressure is superior to other haemodynamic predictors of outcome in community acquired pneumonia","volume":"63","author":"JD Chalmers","year":"2008","journal-title":"Thorax"},{"issue":"2","key":"pone.0348518.ref025","doi-asserted-by":"crossref","first-page":"155","DOI":"10.4103\/1687-8426.184373","article-title":"Mortality predictors in patients with severe community-acquired pneumonia requiring ICU admission","volume":"10","author":"AO Abdel Aziz","year":"2016","journal-title":"Egypt J Bronchol"},{"issue":"3","key":"pone.0348518.ref026","article-title":"CURB-65 and long-term mortality of community-acquired pneumonia: a retrospective study on hospitalized patients","volume":"15","author":"P Carlos","year":"2023","journal-title":"Cureus"}],"container-title":["PLOS One"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0348518","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T17:24:18Z","timestamp":1780075458000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0348518"}},"subtitle":[],"editor":[{"given":"Chiara","family":"Lazzeri","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2026,5,29]]},"references-count":26,"journal-issue":{"issue":"5","published-online":{"date-parts":[[2026,5,29]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pone.0348518","relation":{},"ISSN":["1932-6203"],"issn-type":[{"value":"1932-6203","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,5,29]]}}}