Peripheral blood immune cell subsets as non-invasive biomarkers of colorectal cancer stage, laterality, metastasis and survival

Colorectal cancer (CRC) is a heterogeneous disease in which immune dynamics critically influence tumour progression and patient outcomes; however, the relationship between circulating immune cell subsets, immune checkpoints (ICs) expression, and clinical parameters remains poorly defined. In this study, we employed a high-dimensional spectral flow cytometry approach to analyse peripheral whole blood samples from 16 CRC patients, profiling 918 immune populations across both innate and adaptive compartments. Immune profiles were stratified by tumour stage (I vs. II–III), anatomical location (colon vs. rectum; right- vs. left-sided), and three-year metastasis and survival outcomes. Data analysis included unsupervised clustering, multiple t-tests, volcano plots, ROC curve analysis and logistic regression models. Preliminary patterns suggested associations between specific immune populations and clinical features: locally advanced-stage disease (stages II and III) tended to show higher frequencies of CD134+CD4+ conventional T cells and CCR6- CD161+CD57-CD8+natural killer T cells; rectal tumours were appeared enriched in regulatory T cells and basophils, and right- and left-sided colon cancers exhibited divergent CD4+CD8+ T cell distributions. Metastatic patients displayed an abundance of CD152+ CD14+ monocytes. Mortality correlated with the presence of CD141- CD1c+ myeloid dendritic cells and CD4-CD8- Conventional T cells. All immune signatures demonstrated perfect classification, with an area under the curve (AUC) value of 1.000. Despite the limited size of the cohort, these findings provide preliminary evidence for the potential of peripheral immune profiling as a non-invasive approach for prognostication and patient stratification in CRC.

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Publication Details

Journal
Cellular Oncology
Published
2026-02-24
DOI
https://doi.org/10.1007/s13402-026-01174-w
Primary Topic
Cancer Immunotherapy and Biomarkers
Type
article
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article

Peripheral blood immune cell subsets as non-invasive biomarkers of colorectal cancer stage, laterality, metastasis and survival

Julia del Prado-Montero, Ramón Cantero-Cid, Jesús Fernández-Felipe, Francisco J. Cueto et al.
Cellular Oncology
Cancer Immunotherapy and Biomarkers
article

Peripheral blood immune cell subsets as non-invasive biomarkers of colorectal cancer stage, laterality, metastasis and survival

Julia del Prado-Montero, Ramón Cantero-Cid, Jesús Fernández-Felipe, Francisco J. Cueto, Laura Hurtado‐Navarro, J Guevara-Martínez, Laura Córdoba-García, Gonzalo Sáenz de Santa María-Diez, Esteban Díaz-Serrano, Rebeca Abad-Moret, Verónica Terrón-Arcos, Carlos del Fresno, Eduardo López-Collazo, Karla Montalbán-Hernández
article en

Abstract

Colorectal cancer (CRC) is a heterogeneous disease in which immune dynamics critically influence tumour progression and patient outcomes; however, the relationship between circulating immune cell subsets, immune checkpoints (ICs) expression, and clinical parameters remains poorly defined. In this study, we employed a high-dimensional spectral flow cytometry approach to analyse peripheral whole blood samples from 16 CRC patients, profiling 918 immune populations across both innate and adaptive compartments. Immune profiles were stratified by tumour stage (I vs. II–III), anatomical location (colon vs. rectum; right- vs. left-sided), and three-year metastasis and survival outcomes. Data analysis included unsupervised clustering, multiple t-tests, volcano plots, ROC curve analysis and logistic regression models. Preliminary patterns suggested associations between specific immune populations and clinical features: locally advanced-stage disease (stages II and III) tended to show higher frequencies of CD134+CD4+ conventional T cells and CCR6- CD161+CD57-CD8+natural killer T cells; rectal tumours were appeared enriched in regulatory T cells and basophils, and right- and left-sided colon cancers exhibited divergent CD4+CD8+ T cell distributions. Metastatic patients displayed an abundance of CD152+ CD14+ monocytes. Mortality correlated with the presence of CD141- CD1c+ myeloid dendritic cells and CD4-CD8- Conventional T cells. All immune signatures demonstrated perfect classification, with an area under the curve (AUC) value of 1.000. Despite the limited size of the cohort, these findings provide preliminary evidence for the potential of peripheral immune profiling as a non-invasive approach for prognostication and patient stratification in CRC.

Cellular OncologyVol. 49(2)
IE University (ES), Hospital Universitario La Paz (ES), Centro de Investigación en Red en Enfermedades Cardiovasculares (ES), Hospital La Paz Institute for Health Research (ES), Unidad de Investigación en cuidados y servicios de salud (Investén-isciii) (ES), Madrid Health Service (ES), Universidad Autónoma de Madrid (ES)
Good health and well-being
Openalex Percentile: Top 43%
Cancer Immunotherapy and Biomarkers
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