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Gut microbiome is associated with recurrence-free survival in patients with resected Stage IIIB-D or Stage IV melanoma treated with immune checkpoint inhibitors.
Usyk, Mykhaylo; Hayes, Richard B; Knight, Rob; Gonzalez, Antonio; Li, Huilin; Osman, Iman; Weber, Jeffrey S; Ahn, Jiyoung.
Affiliation
  • Usyk M; Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA.
  • Hayes RB; Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA.
  • Knight R; NYU Laura and Isaac Perlmutter Cancer Center, New York, NY, USA.
  • Gonzalez A; Departments of Pediatrics, Computer Science & Engineering, and Bioengineering; Center for Microbiome Innovation, University of California, San Diego, La Jolla, CA.
  • Li H; Departments of Pediatrics, Computer Science & Engineering, and Bioengineering; Center for Microbiome Innovation, University of California, San Diego, La Jolla, CA.
  • Osman I; Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA.
  • Weber JS; NYU Laura and Isaac Perlmutter Cancer Center, New York, NY, USA.
  • Ahn J; NYU Laura and Isaac Perlmutter Cancer Center, New York, NY, USA.
bioRxiv ; 2024 Apr 20.
Article in En | MEDLINE | ID: mdl-38659744
ABSTRACT
The gut microbiome (GMB) has been associated with outcomes of immune checkpoint blockade therapy in melanoma, but there is limited consensus on the specific taxa involved, particularly across different geographic regions. We analyzed pre-treatment stool samples from 674 melanoma patients participating in a phase-III trial of adjuvant nivolumab plus ipilimumab versus nivolumab, across three continents and five regions. Longitudinal analysis revealed that GMB was largely unchanged following treatment, offering promise for lasting GMB-based interventions. In region-specific and cross-region meta-analyses, we identified pre-treatment taxonomic markers associated with recurrence, including Eubacterium, Ruminococcus, Firmicutes, and Clostridium. Recurrence prediction by these markers was best achieved across regions by matching participants on GMB compositional similarity between the intra-regional discovery and external validation sets. AUCs for prediction ranged from 0.83-0.94 (depending on the initial discovery region) for patients closely matched on GMB composition (e.g., JSD ≤0.11). This evidence indicates that taxonomic markers for prediction of recurrence are generalizable across regions, for individuals of similar GMB composition.

Full text: 1 Database: MEDLINE Language: En Journal: BioRxiv Year: 2024 Type: Article Affiliation country: United States

Full text: 1 Database: MEDLINE Language: En Journal: BioRxiv Year: 2024 Type: Article Affiliation country: United States