Evidence map›Paper›PMID 42564821›Full record

ArticleEClinicalMedicine2026

Immunological biomarkers for precision stereotactic body radiation therapy in early-stage non-small cell lung cancer: a systematic review.

Stefania Volpe, Seungju Lee, Mateusz Bilski, Maria Giulia Vincini, Michela Onza, Gaia Piperno, Maria Alessia Zerella, Luigi Cornacchia, Lucia Palumbo, Paola Fulghieri and 11 more

Abstract read
In one paragraph

Article in EClinicalMedicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

21 authors.

Stefania VolpeDivision of Radiation Oncology, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Seungju LeeInternational Medical School, Faculty of Medicine and Surgery, University of Milan, Milan, Italy.
Mateusz BilskiDepartment of Radiotherapy, Medical University of Lublin, Lublin, Poland.
Maria Giulia VinciniDivision of Radiation Oncology, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Michela OnzaDivision of Radiation Oncology, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Gaia PipernoDivision of Radiation Oncology, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Maria Alessia ZerellaDivision of Radiation Oncology, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Luigi CornacchiaDivision of Radiation Oncology, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Lucia PalumboDepartment of Pathology, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Paola FulghieriDepartment of Experimental Oncology, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Alfonso ZappiaDepartment of Experimental Oncology, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Roberta NoberiniDepartment of Experimental Oncology, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Mariano LombardiDepartment of Pathology, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Eltjona ManeDepartment of Pathology, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Konstantinos VenetisDepartment of Pathology, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Monica CasiraghiDepartment of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
Lorenzo SpaggiariDepartment of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
Tiziana BonaldiDepartment of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
Nicola FuscoDepartment of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
Roberto OrecchiaScientific Directorate, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Barbara Alicja Jereczek-FossaDivision of Radiation Oncology, IEO, European Institute of Oncology, IRCCS, Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Stereotactic body radiation therapy (SBRT) is a non-invasive alternative to surgery for the management of early-stage non-small cell lung cancer (ES-NSCLC). Despite excellent control rates, outcomes of SBRT are still heterogenous, and there is a clear need for biomarkers to guide treatment selection, estimate recurrence risk, or identify patients who may benefit from treatment intensification. Given the increasing role of immunotherapy in this setting, we conducted a systematic review to summarise the available evidence on prognostic and predictive immunological biomarkers in stage I-II NSCLC treated with curative SBRT. Methods: PubMed/MEDLINE, Scopus, Embase, and ClinicalTrials.gov were screened on 30th November 2025. Full-texts from database inception written in English were considered eligible if presenting the association between immunological biomarkers and oncological outcomes in patients treated with SBRT. Due to the heterogeneity of the included studies in terms of biomarkers, outcome definitions, and analytical approaches, neither a formal meta-analysis nor a GRADE assessment was performed. Consequently, statistical heterogeneity and publication bias were not formally assessed. Risk of bias was assessed with the Newcastle-Ottawa Scale (NOS). Findings: Ten studies, for a total of 1019 patients, met the inclusion criteria. Eight were retrospective cohorts, one was a prospective observational study, and one was a phase I trial. Overall, the included studies showed moderate-to-high methodological quality, with most achieving adequate follow-up and higher NOS scores, demonstrating adequate selection criteria, outcome ascertainment, and control of confounders. Median sample size was 82 (interquartile range 61-117). The most frequently investigated biomarkers were neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR), with elevated baseline levels consistently associated with poorer survival. CD44 emerged as a potential predictive biomarker, with higher expression correlating with increased risk of recurrence after SBRT and validated in an external surgical cohort. Immune-profiling studies identified prognostic signatures-such as PD-1 Interpretation: Current evidence highlights the predominance of prognostic, rather than predictive, biomarkers in ES-NSCLC treated with SBRT. While CD44 and other tumour microenvironment-related markers are promising, available data remain exploratory. Larger biomarker-driven studies are needed to enable personalised treatment allocation between surgery and SBRT and to guide rational use of systemic therapies in early-stage disease. Funding: The present work was conducted within the framework of the MONDRIAN trial.

Indexed as

Immunological biomarkersNon-small cell lung cancerPrognostic and predictive markersStereotactic body radiation therapy (SBRT)Tumour microenvironment

Identifiers

PMID42564821
PMCPMC13443911

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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 Socratic graph.