Personalized Gut Microbiota Engineering for Enhanced Iron Absorption

Publication ID: 24-11857583_0010_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Personalized Gut Microbiota Engineering for Enhanced Iron Absorption,” Published Technical Disclosure No. 24-11857583_0010_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857583_0010_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,857,583.

Summary of the Inventive Concept

A next-generation system for personalized gut microbiota engineering, enabling precision microbiome editing, and genetically engineered Lactiplantibacillus plantarum strains for optimized iron absorption and improved gut health.

Background and Problem Solved

The original patent, Lactiplantibacillus plantarum TCI837, methods for using the same, and iron supplement composition having the same, has limitations in terms of its broad applicability and individualized approach. The new inventive concept addresses these limitations by introducing a system that leverages machine learning algorithms, databases of microbiota profiles, and genetically engineered strains to provide a personalized solution for enhanced iron absorption and improved gut health.

Detailed Description of the Inventive Concept

The inventive concept comprises a database of microbiota profiles, a machine learning algorithm for predicting optimal Lactiplantibacillus plantarum strains for a given individual, and a composition comprising the predicted strain for promoting iron absorption and improving gut health. The system enables precision microbiome editing by identifying a subject's gut microbiota profile, selecting a customized Lactiplantibacillus plantarum strain based on the profile, and administering the strain to the subject. Additionally, the inventive concept includes genetically engineered Lactiplantibacillus plantarum strains that produce bioactive peptides enhancing iron absorption and improving gut health. The system can be integrated with devices for in-vitro gut microbiota simulation and computer-implemented methods for predicting the efficacy of Lactiplantibacillus plantarum strains.

Novelty and Inventive Step

The new claims introduce a paradigm shift in the field of gut microbiota engineering by incorporating machine learning algorithms, databases of microbiota profiles, and genetically engineered strains. These elements, in combination, provide a novel and non-obvious approach to personalized gut microbiota engineering, distinguishing the inventive concept from the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include the use of different machine learning algorithms, incorporation of additional data sources, such as genomic or proteomic data, and development of novel genetically engineered strains with enhanced iron absorption capabilities. Variations of the system could also include integration with wearable devices or mobile applications for real-time monitoring and personalized recommendations.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the healthcare and nutrition industries, particularly in the areas of personalized medicine, gut health, and iron supplementation. The system could be marketed as a premium service for individuals seeking tailored solutions for improved gut health and iron absorption, with potential applications in the prevention and treatment of iron-deficiency anemia and other related disorders.

CPC Classifications

SectionClassGroup
A A61 A61K35/747
A A61 A61K33/26
C C12 C12N1/205

Field of Art

Microbial biotechnology, specifically probiotic engineering for nutritional supplementation and gut microbiome modulation, involving microbiological techniques, genetic engineering, and computational biology

Person of Ordinary Skill (PHOSITA) Profile

A researcher with advanced degrees in microbiology or biotechnology, expertise in probiotic strain development, machine learning applications in biological systems, and understanding of microbiome interactions with human physiology

Obviousness Rationale

A PHOSITA would recognize that the personalized microbiota engineering approach represents a predictable extension of the source patent's core concept of using Lactiplantibacillus plantarum for iron absorption. The integration of machine learning and genetic engineering techniques represents a logical progression in probiotic strain optimization, utilizing standard computational and molecular biology methodologies.

Obvious Combinations & Variations

Source Patent Element
Lactiplantibacillus plantarum TCI837 for iron supplementation
PTD Variation
Machine learning-based selection and genetic engineering of probiotic strains
Obviousness Reasoning
Strain optimization through computational methods is a known technique in microbial biotechnology, representing a predictable application of existing computational and genetic engineering technologies
Source Patent Element
Method of administering probiotic for iron absorption
PTD Variation
Personalized microbiota profile-based strain selection
Obviousness Reasoning
Precision medicine approaches that customize interventions based on individual physiological characteristics are well-established in biotechnology, representing an obvious extension of population-level treatments
Source Patent Element
Iron absorption enhancement through bacterial strain
PTD Variation
Genetically engineered strains producing bioactive peptides
Obviousness Reasoning
Metabolic engineering of microorganisms to produce specific bioactive compounds is a standard technique in synthetic biology, representing a predictable modification of existing probiotic technologies
Source Patent Element
Composition for iron supplementation
PTD Variation
In-vitro gut microbiota simulation device for strain optimization
Obviousness Reasoning
Development of advanced screening technologies for biological systems is a routine approach in biotechnology research, representing an obvious technological progression
Source Patent Element
Iron absorption method using specific bacterial strain
PTD Variation
Computer-implemented method for predicting strain efficacy
Obviousness Reasoning
Application of machine learning to biological prediction is a well-established computational approach, representing a predictable integration of computational and biological methodologies
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857583 and the principles of obviousness under 35 U.S.C. ยง 103, the claimed variations in personalized microbiota engineering represent obvious extensions of existing probiotic technologies. A person having ordinary skill in the art would recognize the disclosed computational, genetic, and methodological approaches as predictable modifications of known techniques for bacterial strain optimization and iron absorption enhancement.

Original Patent Information

Patent NumberUS 11,857,583
TitleLactiplantibacillus plantarum TCI837, methods for using the same, and iron supplement composition having the same
Assignee(s)TCI CO., LTD.