{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,27]],"date-time":"2026-10-27T16:24:19Z","timestamp":1793118259870,"version":"4.5.0"},"reference-count":34,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T00:00:00Z","timestamp":1770249600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Cell. Infect. Microbiol."],"abstract":"<jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>The diagnosis of active tuberculosis (ATB) in children and adolescents is limited by non-specific symptoms, paucibacillary infection, and the low sensitivity of traditional tools. These limitations can lead to delayed treatment and increased complications.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>This retrospective study recruited 1,080 participants. We performed receiver operating characteristic (ROC) curves to evaluate the diagnostic performance of logarithmic neutrophil-to-lymphocyte ratio (logNLR) for ATB infection. We employed logistic regression, restricted cubic spline (RCS), stratified, and interaction analyses to evaluate the association between logNLR and ATB infection.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      The logNLR was significantly associated with ATB infection in the adjusted model (OR = 1.38, 95% CI: 1.01-1.88, P = 0.044). The RCS curve indicated a non-linear relationship between logNLR and ATB infection, with the critical threshold of 0.9232. The breakpoint analyses further confirmed that when logNLR&amp;lt;1.379, the indicator logNLR was positively correlated with ATB infection. Stratified analyses showed logNLR was a reliable predictor in males, 0\u20137 and 15\u201317 years old, those with\n                      <jats:italic>Mycobacterium tuberculosis<\/jats:italic>\n                      (MTB) exposure, and participants with CD4+ T cell counts&amp;gt;414 cells\/\u03bcL or CD8+ T cell counts&amp;gt;238 cells\/\u03bcL (all P&amp;lt;0.05). Interaction analyses revealed that children with both CD4+ T cell counts \u2264414 cells\/\u03bcL and MTB exposure had a substantially higher ATB risk (OR = 19.31). Similarly, synergies were observed in combinations of CD4+ T cell counts \u2264414 cells\/\u03bcL with 0\u201314 years old, and MTB exposure with 0\u201314 years old.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>The logNLR is a simple, low-cost, and effective biomarker for diagnosis of ATB in children and adolescents. The critical threshold and breakpoint of logNLR enable precise risk stratification, providing valuable support for early ATB identification in this population.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fcimb.2026.1743922","type":"journal-article","created":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T06:45:57Z","timestamp":1770273957000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Neutrophil-to-lymphocyte ratios as easy-to-use biomarkers for the diagnosis of active tuberculosis in children and adolescents"],"prefix":"10.3389","volume":"16","author":[{"given":"Jinyu","family":"Chen","sequence":"first","affiliation":[{"name":"Department of Tuberculosis, Public Health Clinical Center of Chengdu","place":["Chengdu, Sichuan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dongmei","family":"Wang","sequence":"additional","affiliation":[{"name":"Scientific Research and Teaching Department, Public Health Clinical Center of Chengdu","place":["Chengdu, Sichuan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bin","family":"Deng","sequence":"additional","affiliation":[{"name":"Department of Tuberculosis, Public Health Clinical Center of Chengdu","place":["Chengdu, Sichuan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chuan","family":"Wang","sequence":"additional","affiliation":[{"name":"Scientific Research and Teaching Department, Public Health Clinical Center of Chengdu","place":["Chengdu, Sichuan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shenjie","family":"Tang","sequence":"additional","affiliation":[{"name":"Beijing Chest Hospital, Capital Medical University","place":["Beijing, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lei","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Tuberculosis, Public Health Clinical Center of Chengdu","place":["Chengdu, Sichuan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qi","family":"An","sequence":"additional","affiliation":[{"name":"Scientific Research and Teaching Department, Public Health Clinical Center of Chengdu","place":["Chengdu, Sichuan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,2,5]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","first-page":"691","DOI":"10.1007\/s10753-014-9978-y","article-title":"The relationship between inflammatory marker levels and pulmonary tuberculosis severity","volume":"38","author":"Abakay","year":"2014","journal-title":"Inflammation"},{"key":"B2","doi-asserted-by":"publisher","DOI":"10.3390\/microorganisms13010178","article-title":"A comprehensive review of the diagnostics for pediatric tuberculosis based on assay time, ease of operation, and performance","volume":"13","author":"Basu","year":"2025","journal-title":"Microorganisms"},{"key":"B3","doi-asserted-by":"publisher","first-page":"e96","DOI":"10.1016\/s1473-3099(18)30157-9","article-title":"Tuberculosis susceptibility and protection in children","volume":"19","author":"Basu Roy","year":"2019","journal-title":"Lancet Infect. 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