Evidence map›Paper›PMID 41853260›Full record

ReviewFrontiers in immunology2026

A comprehensive review of mechanisms underlying resistance to immune checkpoint inhibitors.

Alexandre Bertucci, Khaoula Taleb, Emilien Billon, Téo Fernez, Philippe Rochigneux

Abstract readReview
In one paragraph

Review in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

5 authors.

Alexandre BertucciDepartment of Medical Oncology, Paoli-Calmettes Institute, Marseille, France.
Khaoula TalebDepartment of Medical Oncology, Paoli-Calmettes Institute, Marseille, France.
Emilien BillonDepartment of Medical Oncology, Paoli-Calmettes Institute, Marseille, France.
Téo FernezTeam Immunity and Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), INSERM U1068, CNRS UMR 7258, Aix-Marseille University UM105 and Paoli-Calmettes Institute, Marseille, France.
Philippe RochigneuxDepartment of Medical Oncology, Paoli-Calmettes Institute, Marseille, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Immune checkpoint inhibitors (ICIs) have revolutionized the management of multiple malignancies, offering durable clinical benefit in a subset of patients. However, the emergence of distinct response patterns has revealed two major challenges: primary resistance, observed in patients who fail to respond from the outset, and acquired resistance, which develops after an initial period of disease control. These two resistance phenotypes likely arise from divergent biological mechanisms, involving both tumour-intrinsic and tumour-extrinsic factors. A comprehensive understanding of these processes is essential to optimize therapeutic strategies, particularly through rational combinations of ICIs with novel immunomodulators, targeted therapies, or conventional treatments. In this review, we provide an integrative overview of the key molecular and cellular mechanisms underlying both primary and acquired resistance to ICIs, encompassing alterations in antigen presentation, interferon signalling, oncogenic and metabolic pathways, as well as immune exclusion within the tumour microenvironment. We also highlight emerging predictive biomarkers of response and resistance-ranging from genomic and transcriptomic signatures to soluble immune checkpoints and non-immune circulating markers-aimed at refining patient selection and guiding personalized immunotherapy. Ultimately, deciphering these mechanisms will be pivotal for designing the next generation of immune-based combinations to overcome therapeutic resistance and expand the population of patients who can benefit from immune checkpoint blockade.

Indexed as

Drug Resistance, NeoplasmImmune Checkpoint InhibitorsNeoplasmsAnimalsBiomarkers, TumorHumansImmunotherapySignal TransductionTumor MicroenvironmentBiomarkers, TumorImmune Checkpoint Inhibitorsacquired resistanceimmunosuppressionimmunotherapyneoantigen machinery defectsprimary resistancetumour micro environment

Identifiers

PMID41853260
PMCPMC12992064

What OpenQuestion 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 OpenQuestion graph.