Evidence map›Paper›PMID 42769871›Full record

ReviewOncology research2026

Current Insights into the Role of Peripheral Blood Immune Cell Phenotypes in Resistance to Cancer Therapies.

Allinson Olaechea, Cristina Camacho Rubio, Sara Gómez-Melero

Abstract readReview
In one paragraph

Review in Oncology research, 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

3 authors.

Allinson OlaecheaDepartment of Oral Surgery and Implant Dentistry, University of Granada, Granada, Spain.
Cristina Camacho RubioInstituto de Investigación Biosanitaria, IBS.GRANADA, Granada, Spain.
Sara Gómez-MeleroMaimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofia University Hospital, University of Cordoba, Cordoba, Spain.ORCID https://orcid.org/0000-0003-1465-7110

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Peripheral blood mononuclear cell (PBMC) immunophenotyping has emerged as a promising non-invasive approach to characterize systemic immune alterations in cancer and to identify biomarkers associated with treatment response and resistance. However, current evidence remains fragmented and predominantly descriptive, with substantial heterogeneity in study design, immunophenotyping methodologies, and patient populations, limiting the identification of robust and clinically translatable immune signatures. In this review, we aim to comprehensively analyze PBMC immune phenotypes across multiple cancer types, with particular emphasis on their association with disease progression, therapeutic outcomes, and the key methodological and translational challenges that currently limit their clinical implementation. Across malignancies, conserved immune features are consistently observed, including T cell exhaustion, regulatory T cell (Treg) expansion, and upregulation of immune checkpoint molecules, reflecting chronic immune activation and dysfunction. In parallel, tumor-specific phenotype, such as peripheral helper T (Tph) cell expansion in non-small cell lung cancer, Vδ1

Indexed as

Drug Resistance, NeoplasmLeukocytes, MononuclearNeoplasmsHumansImmunophenotypingPhenotypeT-Cell ExhaustionCancerimmune checkpointsimmune phenotypeimmunotherapyperipheral blood mononuclear cells (PBMCs)prognosis

Identifiers

PMID42769871
PMCPMC13591359

What OpenQuestion holds

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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.