Evidence map›Paper›PMID 41423273›Full record

ArticleJournal for immunotherapy of cancer2025

Integrating C-reactive protein flare and early MRI dynamics for enhanced prediction of immunotherapy response.

Daniel Navarro-Garcia, Francesco Grussu, Christina Zatse, Niklas Klümper, Carlos Macarro, Alberto Hernando-Calvo, Marta Sanz, Maria Vieito, Irene Braña, Oriol Mirallas and 9 more

Abstract read
In one paragraph

Article in Journal for immunotherapy of cancer, 2025. 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

19 authors.

Daniel Navarro-GarciaRadiomics Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Francesco GrussuRadiomics Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Christina ZatseRadiomics Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Niklas KlümperDepartment of Urology, UKB, Bonn, Germany.
Carlos MacarroRadiomics Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Alberto Hernando-CalvoEarly Clinical Drug Development Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Marta SanzEarly Clinical Drug Development Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Maria VieitoEarly Clinical Drug Development Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Irene BrañaEarly Clinical Drug Development Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Oriol MirallasEarly Clinical Drug Development Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.ORCID http://orcid.org/0000-0002-8492-5195
Guzmán AlonsoEarly Clinical Drug Development Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Vladimir GalvaoEarly Clinical Drug Development Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Giulia PretelliEarly Clinical Drug Development Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Julia LostesEarly Clinical Drug Development Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Arjun OberoiEarly Clinical Drug Development Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Rodrigo ToledoBiomakers and Clonal Dynamics Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Paolo NuciforoMolecular Oncology Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Elena GarraldaEarly Clinical Drug Development Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain.
Raquel Perez-LopezRadiomics Group, Vall d'Hebron Institute of Oncology (VHIO), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain rperez@vhio.net.ORCID http://orcid.org/0000-0002-9176-0130

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe C-reactive protein (CRP) flare response, an indicator of early immune activation, has emerged as a promising and cost-effective biomarker for predicting response to immune checkpoint inhibitors (ICIs) across various tumor types. This study evaluates the utility of CRP dynamics as a tumor-agnostic biomarker and integrates systemic inflammatory markers with advanced multiparametric MRI metrics to uncover the biological mechanisms underlying the CRP flare phenomenon and its relationship with treatment response.

methodsPatients were stratified into three groups based on CRP kinetics: (1) flare-responders, characterized by an initial doubling of baseline CRP followed by a decrease below baseline; (2) CRP responders, defined as patients with no flare increase but a CRP reduction of at least 30% below baseline and (3) CRP non-responders. Multiparametric MRI was performed at baseline, early (1-3 weeks), and intermediate (6-8 weeks) time points to assess tumor size and microstructural features, including cell density and vascularization. Clinical benefit and survival outcomes, including progression-free survival (PFS) and overall survival (OS), were analyzed using Kaplan-Meier curves and log-rank tests. Cox regression analyses were performed to identify independent predictors of clinical outcomes, while intergroup differences in MRI metrics were assessed using Wilcoxon rank-sum and Kruskal-Wallis tests.

resultsAmong the 121 evaluable patients with solid tumors enrolled in the PREDICT trial, CRP flare-responders demonstrated significantly longer PFS (5.6 months) and OS (12.1 months) compared with responders (PFS: 3.4 months, OS: 8.0 months) and non-responders (PFS: 3.2 months, OS: 6.7 months; p=0.01 and p<0.01, respectively). Additionally, clinical benefit was achieved in 50% of flare-responders, compared with 13% of responders (p=0.05) and 23% of non-responders (p<0.01). Tumor growth was interrupted early after treatment initiation in CRP flare-responders, whereas non-responders exhibited marked increases in tumor size. In the pilot subset of 33 patients with MRI data, diffusion MRI revealed stable or increased apparent diffusion coefficient values in CRP flare-responders, indicative of reduced tumor cellularity just after 1-3 weeks of treatment.

conclusionsThis study highlights the potential of combining early CRP dynamics with non-invasive imaging metrics to identify ICI responders as early as 2 weeks after treatment initiation. By integrating systemic inflammatory biomarkers with MRI-derived insights into tumor size and microstructural changes, these findings optimize therapeutic strategies and advance understanding of immunotherapy-driven tumor dynamics.

Indexed as

C-Reactive ProteinImmune Checkpoint InhibitorsImmunotherapyMagnetic Resonance ImagingNeoplasmsAdultAgedFemaleHumansMaleMiddle AgedPrognosisTreatment OutcomeC-Reactive ProteinImmune Checkpoint InhibitorsBiomarkerfMRI / PETImmune Checkpoint InhibitorImmunotherapyTumor Biomarkers

Identifiers

PMID41423273
PMCPMC12718596

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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.