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Intestinal microbiota composition is predictive of radiotherapy-induced acute gastrointestinal toxicity in prostate cancer patients.
- Source :
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EBioMedicine [EBioMedicine] 2024 Aug; Vol. 106, pp. 105246. Date of Electronic Publication: 2024 Jul 18. - Publication Year :
- 2024
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Abstract
- Background: The search for factors beyond the radiotherapy dose that could identify patients more at risk of developing radio-induced toxicity is essential to establish personalised treatment protocols for improving the quality-of-life of survivors. To investigate the role of the intestinal microbiota in the development of radiotherapy-induced gastrointestinal toxicity, the MicroLearner observational cohort study characterised the intestinal microbiota of 136 (discovery) and 79 (validation) consecutive prostate cancer patients at baseline radiotherapy.<br />Methods: Gastrointestinal toxicity was assessed weekly during RT using CTCAE. An average grade >1.3 over time points was used to identify patients suffering from persistent acute toxicity (endpoint). The microbiota of patients was quantified from the baseline faecal samples using 16S rRNA gene sequencing technology and the Ion Reporter metagenomic pipeline. Statistical techniques and computational and machine learning tools were used to extract, functionally characterise, and predict core features of the bacterial communities of patients who developed acute gastrointestinal toxicity.<br />Findings: Analysis of the core bacterial composition in the discovery cohort revealed a cluster of patients significantly enriched for toxicity, displaying a toxicity rate of 60%. Based on selected high-risk microbiota compositional features, we developed a clinical decision tree that could effectively predict the risk of toxicity based on the relative abundance of genera Faecalibacterium, Bacteroides, Parabacteroides, Alistipes, Prevotella and Phascolarctobacterium both in internal and external validation cohorts.<br />Interpretation: We provide evidence showing that intestinal bacteria profiling from baseline faecal samples can be effectively used in the clinic to improve the pre-radiotherapy assessment of gastrointestinal toxicity risk in prostate cancer patients.<br />Funding: Italian Ministry of Health (Promotion of Institutional Research INT-year 2016, 5 × 1000, Ricerca Corrente funds). Fondazione Regionale per la Ricerca Biomedica (ID 2721017). AIRC (IG 21479).<br />Competing Interests: Declaration of interests The authors declare no conflict of interest.<br /> (Copyright © 2024 The Author(s). Published by Elsevier B.V. All rights reserved.)
- Subjects :
- Humans
Male
Aged
Middle Aged
Metagenomics methods
Feces microbiology
RNA, Ribosomal, 16S genetics
Radiotherapy adverse effects
Bacteria classification
Bacteria genetics
Bacteria radiation effects
Gastrointestinal Diseases etiology
Gastrointestinal Diseases microbiology
Metagenome
Gastrointestinal Microbiome radiation effects
Prostatic Neoplasms radiotherapy
Radiation Injuries etiology
Radiation Injuries microbiology
Radiation Injuries diagnosis
Subjects
Details
- Language :
- English
- ISSN :
- 2352-3964
- Volume :
- 106
- Database :
- MEDLINE
- Journal :
- EBioMedicine
- Publication Type :
- Academic Journal
- Accession number :
- 39029427
- Full Text :
- https://doi.org/10.1016/j.ebiom.2024.105246