Pooled analysis of 3,741 stool metagenomes from 18 cohorts for cross-stage and strain-level reproducible microbial biomarkers of colorectal cancer
University of Trento · Broad Institute · +19 more institutions
Abstract
Associations between the gut microbiome and colorectal cancer (CRC) have been uncovered, but larger and more diverse studies are needed to assess their potential clinical use. We expanded upon 12 metagenomic datasets of patients with CRC (n = 930), adenomas (n = 210) and healthy control individuals (n = 976; total n = 2,116) with 6 new cohorts (n = 1,625) providing granular information on cancer stage and the anatomic location of tumors. We improved CRC prediction accuracy based solely on gut metagenomics (average area under the curve = 0.85) and highlighted the contribution of 19 newly profiled species and distinct Fusobacterium nucleatum clades. Specific gut species distinguish left-sided versus right-sided…
Citation impact
- FWCI
- 39.44
- Percentile
- 100%
- References
- 83
Authors
40Topics & keywords
- Colorectal cancer
- Stage (stratigraphy)
- Strain (injury)
- Internal medicine
- Oncology
- Cancer
- Medicine
- Biology