Evidence map›Paper›PMID 41009788›Full record

ArticleInternational journal of molecular sciences2025

Human Leukocyte Antigen-DR Expression on Monocytes Is a Useful Predictor in a Systemic Inflammation Response-Based Prognostic Model in Advanced Non-Small Cell Lung Cancer.

Gergő Szűcs, András Gézsi, Márton Szentkereszty, György Losonczy, Gábor Barna, Gabriella Gálffy, Anikó Bohács, Lilla Tamási, Veronika Müller, Edit I Buzás and 1 more

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Association between the systemic inflammation response index and prognosis in lung cancer: a systematic review and meta-analysis.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
    Pooled it
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Gergő SzűcsDepartment of Pulmonolgy, Semmelweis University, 1089 Budapest, Hungary.ORCID 0000-0002-3446-0406
András GézsiDepartment of Artificial Intelligence and Systems Engineering, University of Technology and Economics, 1117 Budapest, Hungary.
Márton SzentkeresztyDepartment of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary.ORCID 0000-0001-8891-8657
György LosonczyDepartment of Pulmonolgy, Semmelweis University, 1089 Budapest, Hungary.
Gábor BarnaDepartment of Pathology and Experimental Cancer Research, Semmelweis University, 1085 Budapest, Hungary.ORCID 0000-0002-8895-3062
Gabriella GálffyPulmonology Center of the Reformed Church in Hungary, 2045 Törökbálint, Hungary.
Anikó BohácsDepartment of Pulmonolgy, Semmelweis University, 1089 Budapest, Hungary.
Lilla TamásiDepartment of Pulmonolgy, Semmelweis University, 1089 Budapest, Hungary.
Veronika MüllerDepartment of Pulmonolgy, Semmelweis University, 1089 Budapest, Hungary.ORCID 0000-0002-1398-3187
Edit I BuzásInstitute of Genetics, Cell- and Immunobiology, Semmelweis University, 1089 Budapest, Hungary.
Zsolt I KomlósiInstitute of Genetics, Cell- and Immunobiology, Semmelweis University, 1089 Budapest, Hungary.ORCID 0000-0002-4149-1497

Funding

Hungarian Scientific Research 135637National Cardiovascular Laboratory TKP2021-EGA-23; RRF-2.3.121-2022-00003the NKFIH Advanced Grant 15076
6 · The paper itself

Abstract

Inflammation and immune evasion promote tumorigenesis and progression. Elevated systemic inflammation response index (SIRI) is associated with poor progression-free survival (PFS) and overall survival (OS) in non-small cell lung cancer (NSCLC) patients. Low Human Leukocyte Antigen-DR (HLA-DR) expression on monocytes is also associated with poor prognosis in NSCLC. We aimed to investigate the relationship between these two indicators and develop a predictive model based on them. SIRI was calculated and monocyte HLA-DR expression was measured by flow cytometry in 58 advanced (stage IIIB-IV) NSCLC patients. The log-rank test and multivariate Cox proportional hazard regression model were used for analysis. We confirmed that both high SIRI and low monocyte HLA-DR expression were associated with poor PFS and OS, respectively. We found a significant inverse correlation between SIRI and monocyte HLA-DR expression. In the multivariable Cox regression model, both SIRI and monocyte HLA-DR expression were identified as independent prognostic markers for PFS and OS. We also developed a nomogram for predicting PFS and OS. In conclusion, we demonstrated that the systemic inflammation response of advanced NSCLC patients, estimated by SIRI, was associated with reduced HLA-DR expression on circulating monocytes, which may influence their antigen-presenting function. Consequently, the integration of these two biomarkers into one prognostic model improves short term survival prediction in advanced NSCLC. To our knowledge, this is the first integration of SIRI and HLA-DR into a combined prognostic nomogram.

Indexed as

Carcinoma, Non-Small-Cell LungHLA-DR AntigensInflammationLung NeoplasmsMonocytesAdultAgedBiomarkers, TumorFemaleHumansMaleMiddle AgedPrognosisProportional Hazards ModelsBiomarkers, TumorHLA-DR AntigensHLA-DRnomogram modelnon-small cell lung cancersystemic inflammation response index

Identifiers

PMID41009788
PMCPMC12471102

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Registered trials

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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.