Evidence map›Paper›PMID 40833935›Full record

ArticleJNCI cancer spectrum2025

Heterogeneity of progression-free survival surrogacy by sex in randomized trials testing immunotherapy in non-small cell lung cancer.

Eleonora Pagan, Isabella Sala, Laura Pala, Fabrizio Natali, Federico Merlo, Chiara Oriecuia, Claudia Specchia, Tommaso De Pas, Chiara Catania, Emilia Cocorocchio and 11 more

Abstract read
In one paragraph

Article in JNCI cancer spectrum, 2025. 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.

Eleonora PaganDepartment of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.ORCID 0000-0002-6788-394X
Isabella SalaDepartment of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.
Laura PalaDepartment of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy.ORCID 0000-0002-0111-9869
Fabrizio NataliDepartment of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.ORCID 0000-0001-5629-5926
Federico MerloDepartment of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.ORCID 0000-0001-7608-0631
Chiara OriecuiaDepartment of Molecular and Translational Medicine, Università di Brescia, Brescia, Italy.ORCID 0000-0002-0079-6446
Claudia SpecchiaDepartment of Molecular and Translational Medicine, Università di Brescia, Brescia, Italy.ORCID 0000-0002-1443-7874
Tommaso De PasDepartment of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy.ORCID 0000-0001-5684-5254
Chiara CataniaDepartment of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy.ORCID 0009-0008-2926-4663
Emilia CocorocchioDepartment of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy.ORCID 0000-0003-1184-6426
Daniele LaszloDepartment of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy.ORCID 0009-0007-6725-8179
Giovanni CeresoliDepartment of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy.ORCID 0000-0001-8599-0629
Marzia LocatelliDepartment of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy.
Priscilla CascettaDepartment of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy.ORCID 0000-0002-4252-7543
Flaminia FacellaDepartment of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy.
Benedetta TinterriDepartment of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy.
Martina PinoDepartment of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy.ORCID 0009-0009-1373-0567
Jacopo CanzianDepartment of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy.ORCID 0009-0008-0883-0582
Giuseppe GiacconeMeyer Cancer Center, Weill Cornel Medicine, New York, NY, United States.ORCID 0000-0002-7392-1965
Vincenzo BagnardiDepartment of Statistics and Quantitative Methods, University of Milano-Bicocca, Milan, Italy.
Fabio ConfortiDepartment of Medical Oncology, Humanitas Gavazzeni, Bergamo, Italy.ORCID 0000-0002-6233-0502

Funding

Italian Ministry of University and Research PRIN 2022Y7HHNW
6 · The paper itself

Abstract

backgroundThe surrogacy of progression-free survival (PFS) for overall survival (OS) at the trial-level in randomized clinical trials (RCTs) testing immune checkpoint inhibitors (ICIs) in patients with advanced non-small cell lung cancers (NSCLC) is influenced by several clinical-pathological factors. However, potential heterogeneity of PFS surrogacy according to patients' sex has never been investigated.

methodsRCTs testing ICIs as monotherapy or combined with chemotherapy in patients with advanced NSCLC reporting hazard ratios (HRs) for PFS and OS according to patients' sex were included. The main objective was to assess sex-based heterogeneity in the trial-level association between PFS (surrogate endpoint) and OS (reference endpoint), overall and in subgroups defined by treatment type (ICIs as monotherapy vs ICIs plus chemotherapy). We used the coefficient of determination (R2) to quantify surrogacy.

resultsTwenty RCTs, for a total of 7528 male and 3008 female patients, were included. Overall, the association between OS-HR and PFS-HR was moderate: the R2 from a model adjusted by the type of treatment administered in the experimental arm was 0.69 (95% confidence interval [CI] = 0.34 to 0.88). Sex-disaggregated analysis showed heterogeneity in PFS surrogacy: the association was strong in male patients (adjusted R2 = 0.77; 95% CI = 0.56 to 0.89), but poor in female (adjusted R2 = 0.31, 95% CI = 0.03 to 0.63). Consistent results were obtained in subgroups analyses by treatment type, and in cross-validation analysis.

conclusionsIn RCTs testing ICIs alone or combined with chemotherapy in patients with advanced NSCLC, PFS is a robust surrogate endpoint for OS in male patients but not in female.

Indexed as

Carcinoma, Non-Small-Cell LungImmune Checkpoint InhibitorsImmunotherapyLung NeoplasmsAntineoplastic Combined Chemotherapy ProtocolsFemaleHumansMaleProgression-Free SurvivalProportional Hazards ModelsRandomized Controlled Trials as TopicSex FactorsImmune Checkpoint Inhibitors

Identifiers

PMID40833935
PMCPMC12448438

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.