Personalized Bioactive Extract Generation Platform
Legal Citation
Summary of the Inventive Concept
A system for creating customized bioactive extracts using machine learning, genomic data, and vertically-integrated fermentation, enabling personalized health and wellness solutions.
Background and Problem Solved
The original patent relates to a composition including fungal extract components from medicinal fungal species, but it lacks personalization and scalability. The new inventive concept addresses these limitations by integrating machine learning, genomic data, and advanced fermentation techniques to generate customized bioactive extracts tailored to individual user health profiles.
Detailed Description of the Inventive Concept
The new inventive concept consists of a database of genomic information from various medicinal fungal species, a machine learning algorithm for predicting optimal fungal species combinations based on individual user health profiles, and a fermentation chamber for producing customized extracts. The system can create a virtual bioactive extract library, predict potential bioactive compounds and their interactions, and generate a digital repository of virtual extracts for further analysis and development. The platform can also integrate with wearable devices, decentralized fermentation facilities, and CRISPR-Cas9 gene editing for targeted bioactive compound production, enabling a personalized health and wellness system.
Novelty and Inventive Step
The new claims introduce a paradigm shift in bioactive extract generation by leveraging machine learning, genomic data, and advanced fermentation techniques to create personalized, scalable, and adaptive solutions. The inventive step lies in the integration of these components to generate customized bioactive extracts, which is not obvious from the original patent.
Alternative Embodiments and Variations
Alternative embodiments could include using different machine learning algorithms, incorporating additional data sources such as environmental or lifestyle factors, or developing modular fermentation systems for decentralized production. Variations could also involve integrating the platform with existing healthcare systems, developing new interfaces for user input, or creating a marketplace for bioactive extract trading.
Potential Commercial Applications and Market
The inventive concept has significant commercial potential in the health and wellness industry, particularly in the areas of personalized medicine, nutrition, and disease prevention. The market for customized bioactive extracts is expected to grow rapidly, driven by increasing demand for tailored health solutions and advancements in genomics, machine learning, and fermentation technologies.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| A | A61 | A61K36/074 |
| A | A61 | A61K36/185 |
| A | A61 | A61K2236/333 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Biotechnology and pharmaceutical sciences, specifically focused on medicinal fungal extract production, genomic analysis, and personalized health technologies
Person of Ordinary Skill (PHOSITA) Profile
A professional with advanced degrees in biotechnology, microbiology, or pharmaceutical sciences, possessing expertise in genomic sequencing, machine learning applications in biological systems, fermentation techniques, and computational biology
Obviousness Rationale
A PHOSITA would recognize that the PTD represents a predictable technological progression from the source patent by applying standard computational and biotechnological techniques to enhance fungal extract production. The integration of machine learning, genomic analysis, and personalized extract generation follows established technological trends in precision medicine and biotechnology. The disclosed variations represent logical extensions of existing knowledge in fungal extract research and personalized health technologies.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,587 |
|---|---|
| Title | Bioactive extract |