Discover how graph neural networks microbiome analyses reveal the hidden web of microbial interactions in the gut. By representing microbes, their genes, metabolites, and host factors as a connected graph, graph neural networks microbiome approaches can illuminate ecological links that simple abundance data miss. Such networks uncover cooperation and competition among taxa, identify keystone species whose actions ripple through the community, and map how perturbations—diet, medications, or disease—alter the entire microbial ecology. This network-centric view enables researchers and product teams to infer potential therapies that target community structure rather than single organisms. InnerBuddies brings this cutting-edge approach into practice with a white-label Gut Health Operating System that companies can use to power their gut microbiome testing products. The platform is modular and designed to integrate advanced graph-based analyses with a rich suite of consumer-ready outputs. The Gut Microbiome Health Index, a 0–100 score developed under an exclusive IP deal with EAFIT University in Colombia, provides a concise health signal for the microbiome network. Bacteria abundances are presented for the top 40 taxa, showing how you compare against a healthy cohort, while Bacteria functions are categorized and labeled as positive or negative units of metabolic activity. Target Group analysis dives deeper into how network features relate to specific groups—Healthy Aging, Endurance Sport, Power Sport, Skin & Hair Health, and more—helping tailor insights to relevant ecosystems. With graph neural networks microbiome capabilities layered over these data streams, InnerBuddies can reveal how microbial interactions shape functional pathways and host responses. This network-informed view enables personalized nutrition advice that translates dietary data from 3-day food diaries into predicted effects on the gut ecosystem, and personalized probiotic and prebiotic recommendations that align with an individual's unique network profile. The platform’s directionality—connecting taxa, genes, functions, and host factors—supports scalable programs for both consumers and businesses and makes it possible to plot interventions that shift the overall microbial network toward a healthier state. Explore the product, subscription, or partner channels to see how this can work for you, including direct access to consumer solutions via the microbiome test, ongoing insights through the gut health membership, or collaboration opportunities on the B2B page. To see this in action and learn how graph neural networks microbiome-informed insights translate into real-world products, visit the InnerBuddies offerings: the microbiome test product page for consumers, the gut health membership for ongoing insights, or review partnership opportunities on our B2B partner opportunities page if you’re building a microbiome program with a white-label backbone. These options reflect InnerBuddies' unique selling points: a modular, data-rich platform with precise health signals, actionable functional labeling, and targeted pathways analysis that can be deployed at scale.
Le reti neurali grafiche decodificano i dati del microbioma per la rilevazione della MICI.La malattia infiammatoria intestinale (IBD) è una... Leggi di più
