Evidence map›Paper›PMID 42630725›Full record

ArticleESMO real world data and digital oncology2026

Impact of concomitant proton pump inhibitors in patients treated for advanced or metastatic NSCLC: a target trial emulation protocol.

F Le Borgne, A De Montfort, B Guego, E Martin, C Guerin, L Bosquet, F Bocquet, M Robain, J-L Raoul, D Pérol

Abstract read
In one paragraph

Article in ESMO real world data and digital oncology, 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

10 authors.

F Le BorgneBiostatistics Department, Institut de Cancérologie de l'Ouest, Saint Herblain, France.
A De MontfortClinical Research Department, Centre Léon Bérard, Lyon, France.
B GuegoClinical Research Department, Centre Léon Bérard, Lyon, France.
E MartinBiostatistics Department, Institut de Cancérologie de l'Ouest, Saint Herblain, France.
C GuerinBiostatistics Department, Institut de Cancérologie de l'Ouest, Saint Herblain, France.
L BosquetHealth Data and Partnership, UNICANCER, Paris, France.
F BocquetBiostatistics Department, Institut de Cancérologie de l'Ouest, Saint Herblain, France.
M RobainHealth Data and Partnership, UNICANCER, Paris, France.
J-L RaoulBiostatistics Department, Institut de Cancérologie de l'Ouest, Saint Herblain, France.
D PérolClinical Research Department, Centre Léon Bérard, Lyon, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Proton pump inhibitors (PPIs) are commonly coprescribed in patients with advanced or metastatic non-small-cell lung cancer (NSCLC), including those treated with tyrosine kinase inhibitors (TKIs) or immune checkpoint inhibitors (ICIs), often without a well-defined indication. PPIs may reduce TKI bioavailability by increasing gastric pH and compromising ICI efficacy through alteration of the gut microbiota. Observational studies have reported an association between concomitant PPI use and poorer survival in these patients. However, causal inference remains limited by confounding and time-related biases, and conducting a dedicated randomized trial is unlikely to be feasible. Target trial emulation provides a structured methodological framework to estimate causal effects using real-world data (RWD). Materials and methods: Two target trials will be emulated using RWD from the nationwide UNICANCER Epidemiological Strategy and Medical Economics (ESME)-Lung Cancer database, linked to the French National Health Data System. Advanced or metastatic NSCLC patients initiating first-line treatment with a TKI or an ICI between 2015 and 2024 could be included. Two strategies will be compared: initiation of a TKI or an ICI with concomitant PPI dispensation within a 12-week grace period versus without PPIs during this period. Time zero is defined as TKI or ICI initiation. The primary endpoint is overall survival; secondary endpoints include real-world progression-free survival and real-world time to next treatment. Causal effects will be estimated using a cloning, censoring, and weighting approach with inverse probability of censoring weights to address confounding and immortal time bias. Sensitivity analyses will include G-computation, quantitative bias analysis, and

Indexed as

ESME-LCNSCLCproton pump inhibitorsreal-world datatarget trial emulation

Identifiers

PMID42630725
PMCPMC13495332

What Socratic holds

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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 Socratic graph.