"...Herein, we introduce the Gut Microbiome Health Index (GMHI), a biologically-interpretable mathematical formula for predicting the likelihood of disease independent of the clinical diagnosis..."
"...In this study, we present the GMHI, a simple and biologically interpretable metric to quantify the likelihood of disease presence from a gut microbiome sample..."
"...When demonstrating the potential of GMHI on independent validation datasets, we obtained strong prediction results for healthy individuals, and for cohorts with autoimmunity and liver disease. The strong reproducibility on validation datasets suggests that sufficient dataset integration across a large population could lead to robust predictors of health. This may be due, in part, to the signature encompassing more of the heterogeneity across various sources and conditions, while amplifying signal (against noise) from the repeated phenotype characteristics..."
Gupta, V.K., Kim, M., Bakshi, U. et al. A predictive index for health status using species-level gut microbiome profiling. Nat Commun 11, 4635 (2020). https://doi.org/10.1...467-020-18476-8