bioRxivCancer Biology
Context-dependent effects explain divergent prognostic roles of Tregs in cancer
Abstract
Assessing cancer prognosis is a challenging task, given the heterogeneity of the disease. Multiple features (clinical, environmental, genetic) have been used for such assessments. The tumor immune microenvironment (TIME) is a key feature, and describing the impact of its many components on cancer prognosis is an active field of research. The complexity of the tumor microenvironment context makes it difficult to use the human TIME to assess prognosis, as demonstrated by the example of regulatory T cells (Tregs). The effect of Tregs on prognosis is ambiguous, with different studies considering them to be negative, positive or neutral. We focused on five different cancer types (breast, colorectal, gastric, lung and ovarian). We clarified the definition of Tregs and their utility for assessing cancer prognosis by taking the context into account via the following parameters: the Treg subset, the anatomical location of these cells, and the neighboring cells. With a meta-analysis on these three parameters, we were able to clarify the prognostic role of Tregs. We found that CD45RO+ Tregs had a reproducible negative effect on prognosis across cancer types, and we gained insight into the contributions of the anatomical location of Tregs and of their neighboring cells on their prognostic value. Our results suggest that Tregs play a similar prognostic role in all cancer types. We also established guidelines for improving the design of future studies addressing the pathophysiological role of Tregs in cancer.
- organism: human
- assay: clinical cohort / trial
- research focus: host-pathogen & immune response
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- The ratio of cytotoxic lymphocytes to M2-like macrophages is prognostic in immunogenic tumors
A. Mezheyeuski, M. Backman, … T. Sjöblom·bioRxiv·Mar 24, 2021
- Transcriptional heterogeneity in cancer-associated regulatory T cells is predictive of survival.
N. Borcherding, K. K. Ahmed, … W. Zhang·bioRxiv·Nov 26, 2018
- Opposing Functions of Distinct Regulatory T Cell Subsets in Colorectal Cancer
Xiao Huang, Dan Feng, … Alexander Yu Rudensky·ImmunityPeer-reviewed·Dec 15, 2025
- Identification of an immune gene expression signature associated with favorable clinical features in Treg-enriched patient tumor samples
K. B. Givechian, K. Wnuk, … P. Soon-Shiong·bioRxiv·Jan 11, 2018
- Site-dependent Treg cell transcriptional reprograming in a metastatic colorectal cancer model holds prognostic significance
Sonia Aristín Revilla, André Verheem, … Paul James Coffer·Cancer LettersPeer-reviewed·Jun 11, 2026
- CD4+Foxp3E2+ regulatory T cell frequency predicts breast cancer prognosis and recurrence
Clorinda Fusco, Francesca Di Rella, … Veronica De Rosa·Science AdvancesPeer-reviewed·Jan 15, 2025