Personalized Hepatic Disease Treatment and Management System

Publication ID: 24-11857577_0010_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Personalized Hepatic Disease Treatment and Management System,” Published Technical Disclosure No. 24-11857577_0010_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857577_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. 11,857,577.

Summary of the Inventive Concept

A comprehensive system integrating genomics, machine learning, and wearable technologies to provide tailored treatments and real-time monitoring for hepatic diseases, revolutionizing patient care and outcomes.

Background and Problem Solved

The original patent disclosed compositions and methods for treating hepatic diseases, but it lacked personalization and real-time monitoring capabilities. The new inventive concept addresses these limitations by incorporating genomics, machine learning, and wearable technologies to provide a holistic approach to hepatic disease management.

Detailed Description of the Inventive Concept

The system comprises a genomics-based diagnostic module that identifies a patient's specific genetic profile, a tailored therapeutic formulation adapted to the patient's genetic profile, and a wearable device for non-invasive monitoring of liver health. The system also includes a machine learning-based platform for optimizing therapeutic regimens and a 3D-bioprinted liver tissue model for testing and validating novel therapeutic formulations. The system's components interact to provide real-time feedback and recommendations for personalized treatment and lifestyle modifications.

Novelty and Inventive Step

The new claims introduce a paradigm shift in hepatic disease treatment by integrating genomics, machine learning, and wearable technologies to provide personalized and real-time monitoring capabilities. The inventive concept's novelty lies in its ability to adapt to individual patients' genetic profiles and provide tailored treatments, which is a significant departure from the original patent's composition-based approach.

Alternative Embodiments and Variations

Alternative embodiments may include using different types of biomarkers or sensors for monitoring liver health, or incorporating additional data sources, such as electronic health records or medical imaging data, to enhance the system's predictive capabilities. Variations may also include adapting the system for use in other disease areas, such as cancer or cardiovascular disease.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the healthcare industry, particularly in the areas of personalized medicine, precision health, and digital health. The system's ability to provide real-time monitoring and tailored treatments could lead to improved patient outcomes, reduced healthcare costs, and increased market share for pharmaceutical and biotechnology companies.

Field of Art

Biotechnology and personalized medicine, with expertise in hepatic disease treatment, genomics, therapeutic formulation development, and medical device integration

Person of Ordinary Skill (PHOSITA) Profile

A professional with advanced degrees in biotechnology, molecular biology, or biomedical engineering, possessing knowledge of immunological treatments, genomic analysis, machine learning applications in healthcare, and medical device design

Obviousness Rationale

A PHOSITA would recognize that the personalized medicine system represents a predictable extension of the source patent's immunological formulation approach by integrating genomic analysis, machine learning, and targeted therapeutic delivery. The core innovation of adapting the Gram-positive bacterial lysate formulation to a patient-specific treatment paradigm would be considered an obvious progression in precision medicine. The systematic approach of tailoring treatment based on genetic markers and developing advanced monitoring technologies follows established trends in personalized healthcare research.

Obvious Combinations & Variations

Source Patent Element
Lysate and cell wall extract from Gram-positive bacterium with TLR ligand for hepatic disease treatment
PTD Variation
Genomics-based diagnostic module for identifying patient-specific genetic profile and tailoring bacterial lysate formulation
Obviousness Reasoning
Predictable application of personalized medicine principles to existing immunological treatment approach, representing a known technique for optimizing therapeutic effectiveness
Source Patent Element
Liquid formulation for hepatic disease treatment
PTD Variation
3D-bioprinted liver tissue model for testing therapeutic formulations using patient-derived cell populations
Obviousness Reasoning
Logical extension of drug development methodology using emerging bioprinting technologies, representing a finite identified solution for improving treatment validation
Source Patent Element
Compositions targeting hepatic disorders
PTD Variation
Machine learning platform for optimizing therapeutic regimens based on genomic data and clinical outcomes
Obviousness Reasoning
Known technique of applying data analytics and machine learning to medical research for identifying treatment patterns and improving clinical decision-making
Source Patent Element
Immunological treatment approach for hepatic diseases
PTD Variation
Wearable device for non-invasive liver health monitoring with real-time feedback and personalized recommendations
Obviousness Reasoning
Predictable technological progression in medical monitoring, representing an obvious design choice for continuous patient management
Source Patent Element
Pharmaceutical composition for hepatic disease treatment
PTD Variation
Integrated system combining genomic diagnostics, tailored therapeutics, and continuous monitoring
Obviousness Reasoning
Systematic approach representing a natural evolution of precision medicine principles, combining known techniques in a predictable manner
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857577 and the comprehensive technical disclosure, a person having ordinary skill in the art would find the claimed personalized hepatic disease treatment system obvious, as the disclosed variations represent predictable combinations of known techniques in genomics, immunological treatment, and medical technology, thereby rendering subsequent claims of similar technological approaches anticipated and non-patentable.

Original Patent Information

Patent NumberUS 11,857,577
TitleCompositions and methods for the treatment of hepatic diseases and disorders
Assignee(s)Labyrinth Holdings, LLC