ArticleFrontiers in immunology2023
Peripheral blood CD3+HLADR+ cells and associated gut microbiome species predict response and overall survival to immune checkpoint blockade.
Article in Frontiers in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Integration of hierarchical clustering in hematologic biomarkers prediction for endocrine toxicity during immunotherapy in lung cancer patients.Scientific reports · 2026Article
- Circulating proteins as biomarkers of response to cancer immunotherapy (Review).International journal of oncology · 2026Review
- Microbiome and cancer immunotherapy: a bibliometric analysis.Journal of the Egyptian National Cancer Institute · 2026Article
- Genetic Evidence for Immune Cell-Lipid Mediation Pathways Linked to Esophageal Cancer and Associated Throat/Chest Pain Phenotypes.Journal of pain research · 2026Article
- A comprehensive review of mechanisms underlying resistance to immune checkpoint inhibitors.Frontiers in immunology · 2026Review
- A dual compartment peripheral blood signature of soluble and membrane-bound immune checkpoints predicts outcome in lymphoma patients.Oncoimmunology · 2025Article
- Soluble and EV-bound CD27 act as antagonistic biomarkers in patients with solid tumors undergoing immunotherapy.Journal of experimental & clinical cancer research : CR · 2024Article
- Immunological profiling for short-term predictive analysis in PD-1/PD-L1 therapy for lung cancer.BMC cancer · 2024Article
- Causal relationship between gut microbiota and risk of gastroesophageal reflux disease: a genetic correlation and bidirectional Mendelian randomization study.Frontiers in immunology · 2024Article
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Authors and funding
7 authors.
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Abstract
Background: The search for biomarkers to identify ideal candidates for immune checkpoint inhibitor (ICI) therapy is fundamental. In this study, we analyze peripheral blood CD3+HLADR+ cells (activated T-cells) as a novel biomarker for ICI therapy and how its association to certain gut microbiome species can indicate individual treatment outcomes. Methods: Flow cytometry analysis of peripheral mononuclear blood cells (PBMCs) was performed on n=70 patients undergoing ICI therapy for solid malignancies to quantify HLA-DR on circulating CD3+ cells. 16s-rRNA sequencing of stool samples was performed on n=37 patients to assess relative abundance of gut microbiota. Results: Patients with a higher frequency of CD3+HLADR+ cells before treatment initiation showed a significantly reduced tumor response and overall survival (OS), a worst response and experienced less toxicities to ICI therapy. As such, patients with a frequency of CD3+HLADR+ cells above an ideal cut-off value of 18.55% had a median OS of only 132 days compared to 569 days for patients below. Patients with increasing CD3+HLADR+ cell counts during therapy had a significantly improved OS. An immune signature score comprising CD3+HLADR+ cells and the neutrophil-lymphocyte ratio (NLR) was highly significant for predicting OS before and during therapy. When allied to the relative abundance of microbiota from the Burkholderiales order and the species Bacteroides vulgatus, two immune-microbial scores revealed a promising predictive and prognostic power. Conclusion: We identify the frequencies and dynamics of CD3+HLADR+ cells as an easily accessible prognostic marker to predict outcome to ICIs, and how these could be associated with immune modulating microbiome species. Two unprecedented immune-microbial scores comprising CD3+HLADR+, NLR and relative abundance of gut bacteria from the Burkhorderiales order or Bacteroides vulgatus species could accurately predict OS to immune checkpoint blockade.
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