Evidence map›Paper›PMID 42216080›Full record

ArticleCancer imaging : the official publication of the International Cancer Imaging Society2026

Early radiological response pattern predicts long-term response in patients with non-small cell lung cancer treated with immune-checkpoint inhibitors.

Markus Kleinberger, Maximilian J Mair, Julia M Berger, Lynn Gottmann, Vincent Sunder-Plassmann, Martin Korpan, Isabella Solano Henao, Josef Fuerst, Luzia Berchtold, Ahmed Mohamed and 4 more

Abstract read
In one paragraph

Article in Cancer imaging : the official publication of the International Cancer Imaging Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

14 authors.

Markus KleinbergerDivision of Oncology, Department of Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria.
Maximilian J MairDivision of Oncology, Department of Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria.
Julia M BergerDivision of Oncology, Department of Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria.
Lynn GottmannDivision of Oncology, Department of Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria.
Vincent Sunder-PlassmannDivision of Oncology, Department of Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria.
Martin KorpanDivision of Oncology, Department of Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria.
Isabella Solano HenaoDivision of Oncology, Department of Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria.
Josef FuerstDivision of Oncology, Department of Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria.
Luzia BerchtoldDivision of Oncology, Department of Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria.
Ahmed MohamedDivision of Oncology, Department of Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria.
Angelika M StarzerDivision of Oncology, Department of Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria.
Matthias PreusserDivision of Oncology, Department of Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria.
Anna S BerghoffDivision of Oncology, Department of Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, Vienna, 1090, Austria. anna.berghoff@meduniwien.ac.at.
Julia FurtnerChristian Doppler Laboratory for Personalized Immunotherapy, Department of Medicine I, Medical University of Vienna, Vienna, Austria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundImmune checkpoint inhibitors (ICI) benefit only a subset of patients with non-small cell lung cancer (NSCLC). We evaluated whether response patterns differ by metastatic site and whether early radiological change predicts long-term outcomes.

methodsPatients with advanced NSCLC treated with ICI were prospectively enrolled between 03/2019 - 03/2023. Imaging was assessed blindly by a board-certified radiologist per iRECIST. Early response was defined as change in sum of diameters (SoD) from baseline to first restaging (8-12 weeks). Baseline and early inflammatory laboratory markers were collected. Endpoints were associations of early radiological response with durable clinical benefit (DCB; disease control ≥ 6 months), best overall response (BOR), overall survival (OS), progression-free survival (PFS) and organ-specific tumor burden.

resultsAmong 122 patients (46% female; median age 65) 32.8% were BOR responders and 47.5% achieved DCB. Median OS was 64.6 weeks and PFS 31.6 weeks. Early SoD reduction predicted DCB (p > 0.05, AUC 0.764) and BOR (p < 0.01, AUC 0.701). Organ-specific effects were seen particularly in lung and lymph nodes (all p ≤ 0.021). First-line ICI showed greater early shrinkage (p < 0.001) and higher response (p = 0.024), later-line therapy reduced response odds (BOR: OR 0.34; DCB: OR 0.38). Although selected baseline inflammatory markers were associated with survival in univariable analyses, neither baseline nor dynamic laboratory parameters retained independent significance in multivariable models after correction for multiple testing.

conclusionsSpecific organ sites show differential sensitivity to ICI, with lung and nodal metastases demonstrating the most pronounced early regression. Early radiological dynamics robustly predicted DCB, BOR, PFS, and OS and outperformed laboratory biomarkers, supporting their use as a practical, clinically relevant tool to identify patients most likely to benefit from ICI. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Carcinoma, Non-Small-Cell LungImmune Checkpoint InhibitorsLung NeoplasmsAgedFemaleHumansMaleMiddle AgedProspective StudiesTreatment OutcomeImmune Checkpoint Inhibitors

Identifiers

PMID42216080
PMCPMC13435418

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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.