ArticleScientific reports2024
Mix-match synthesis of nanosynbiotics from probiotics and prebiotics to counter gut dysbiosis via AI integrated formulation profiling.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Decoding the microbiome: artificial intelligence-targeted gut microenvironment breakthroughs in personalized cancer therapy.Gut microbes · 2026Review
- Gut microbiota remodeling inZoological research · 2026Article
- Probiotic Apilactobacillus Kunkeei EABW06 from Beeswax Microbiota: A Candidate for Functional Dairy Foods.Probiotics and antimicrobial proteins · 2026Article
- Genesis, Health Benefits, and Future Perspectives of Probiotics: Exploring Endogenous and Exogenous Classes, Innovations, and Research Gaps.Probiotics and antimicrobial proteins · 2026Review
- Targeted Gene Delivery to MCF-7 Cells via Polyspermine-PEG-Glucose/DNA Nanoparticles: Preparation and Characterization.Molecular biotechnology · 2026Article
- Immune-Enhancing Effects of Two Potential Probiotic Strains Latilactobacillus curvatus WiKim0169 and Pediococcus acidilactici WiKim0170 in a Cyclophosphamide-Induced Immunosuppression Rat Model.Probiotics and antimicrobial proteins · 2026Article
- Current status and future perspectives of multi-modal bacteria-based cancer therapies.Clinical and translational medicine · 2025Review
- Mechanisms and Therapeutic Advances of PXR in Metabolic Diseases and Cancer.International journal of molecular sciences · 2025Review
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Authors and funding
8 authors.
Funding
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Abstract
Antibiotics, improper food, and stress have created a dysbiotic state in the gut and almost 81% of the world's population has been affected due to the pandemic of COVID-19 and the prevalence of dengue virus in the past few years. The main intent of this study is to synthesize nanosynbiotics as nu traceuticals by combining probiotics, and prebiotics with nanoformulation. The effectiveness of the nanosynbiotics was evaluated using a variety of Nutra-pharmacogenetic assays leading to an AI-integrated formulation profiling was assessed by using machine learning methods. Consequently, Acetobacter oryzoeni as a probiotic and inulin as a prebiotic has been chosen and iron-mediated nanoformulation of symbiotic is achieved. Nanosynbiotics possessed 89.4, 96.7, 93.57, 83.53, 88.53% potential powers of Nutra-pharmacogenetic assays. Artificial intelligent solid dispersion formulation of nanosynbiotics has high dissolution, absorption, distribution, and synergism, in addition, they are non-tox, non-allergen and have a docking score of - 10.83 kcal/mol, implying the best interaction with Pregnane X receptor involved in dysbiosis. The potential of nanosynbiotics to revolutionize treatment strategies through precise targeting and modulation of the gut microbiome for improved health outcomes and disease management is promising. Their transformational influence is projected to be powered by integration with modern technology and customized formulas. Further in-vivo studies are required for the validation of nanosynbiotics as nutraceuticals.
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