Evidence map›Paper›PMID 40176982›Full record

ArticleFrontiers in cellular and infection microbiology2025

Association between hematological inflammatory markers and latent TB infection: insights from NHANES 2011-2012 and transcriptomic data.

Yang Liu, Chunyan He, He Zhao, Weiyao Zhong, Shihua Sun, Zhuo Li, Jingwei Shi

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Article in Frontiers in cellular and infection microbiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

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0cells of the map it votes in
4citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Yang Liu *Department of Laboratory Medicine Center, China-Japan Union Hospital of Jilin University, Changchun, China.
Chunyan He *Department of Clinical Laboratory, Kunshan Hospital of Chinese Medicine, Affiliated Hospital of Yangzhou University, Kunshan, Jiangsu, China.
He ZhaoDepartment of Laboratory Medicine Center, China-Japan Union Hospital of Jilin University, Changchun, China.
Weiyao ZhongDepartment of Laboratory Medicine Center, China-Japan Union Hospital of Jilin University, Changchun, China.
Shihua SunDepartment of Laboratory Medicine Center, China-Japan Union Hospital of Jilin University, Changchun, China.
Zhuo LiDepartment of Laboratory Medicine Center, China-Japan Union Hospital of Jilin University, Changchun, China.
Jingwei ShiDepartment of Laboratory Medicine Center, China-Japan Union Hospital of Jilin University, Changchun, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Latent tuberculosis infection affects about one-quarter of the global population and can progress to active tuberculosis. Hematological inflammatory markers, such as the systemic immune-inflammation index, neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and monocyte-to-lymphocyte ratio, reflect systemic inflammation and immune status but are understudied in latent tuberculosis infection. This study investigates the association between these markers and latent tuberculosis infection in a nationally representative sample. Methods: Data from 7,042 participants in the 2011-2012 National Health and Nutrition Examination Survey and transcriptomic data from the GSE19491 dataset were analyzed. Latent tuberculosis infection was identified using the QuantiFERON-TB Gold assay. Hematological parameters were measured via complete blood counts, and inflammatory markers were calculated through these parameters. Statistical analyses included linear regression adjusted for confounders and subgroup analyses. Transcriptomic analyses involved immune cell profiling, gene set enrichment, and immune checkpoint gene expression. Results: Individuals with latent tuberculosis infection had significantly lower systemic immune-inflammation index, neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and monocyte-to-lymphocyte ratio. These associations remained significant after adjusting for age, gender, body mass index, diabetes, and hypertension. Transcriptomic analyses revealed heightened activation of memory CD4 and CD8 T cells, increased cytolytic activity, and upregulated T-cell co-inhibition pathways, alongside differential expression of immune checkpoint genes in individuals with latent tuberculosis infection. Conclusions: A lower systemic immune-inflammation index and other related hematological inflammatory markers independently correlate with latent tuberculosis infection. These findings underscore the potential significance of hematological inflammatory markers in identifying and understanding latent tuberculosis infection. Further exploration of these markers may enhance diagnostic and therapeutic strategies of tuberculosis.

Indexed as

BiomarkersInflammationLatent TuberculosisTranscriptomeAdultAgedFemaleGene Expression ProfilingHumansMaleMiddle AgedMonocytesNeutrophilsNutrition SurveysUnited StatesYoung AdultBiomarkersinflammationlatent tuberculosis infectionNHANESsystemic immune-inflammation indextranscriptome

Identifiers

PMID40176982
PMCPMC11962010

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.