Personalized and Adaptive Oral Suspensions of Baclofen

Publication ID: 24-11857524_0005_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Personalized and Adaptive Oral Suspensions of Baclofen,” Published Technical Disclosure No. 24-11857524_0005_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857524_0005_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. 11,857,524.

Summary of the Inventive Concept

A next-generation system for generating customized oral suspensions of baclofen, leveraging advanced formulation engines, real-time monitoring, and digital twins to ensure optimal stability and efficacy.

Background and Problem Solved

The original patent provides stable oral suspensions of baclofen, but it has limitations in terms of customization and adaptability to individual patient needs. The new inventive concept addresses these limitations by introducing a system that can generate personalized oral suspensions, predict stability, and optimize formulation parameters.

Detailed Description of the Inventive Concept

The system comprises a database of patient-specific data, a formulation engine that selects a customized formulation based on the patient-specific data, and a manufacturing module that produces the customized oral suspension. Additionally, the system includes a method for predicting the stability of the oral suspension, a device for real-time monitoring of the pH and concentration, and a computer-implemented system for optimizing the formulation parameters. A digital twin of the oral suspension can also be created to simulate its behavior under different conditions.

Novelty and Inventive Step

The new inventive concept introduces a paradigm shift in the development of oral suspensions of baclofen, moving from a one-size-fits-all approach to a personalized and adaptive system. The use of advanced formulation engines, real-time monitoring, and digital twins is novel and non-obvious compared to the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the system could include the use of machine learning algorithms to optimize the formulation parameters, integration with electronic health records to access patient-specific data, or the development of a portable device for real-time monitoring. Variations of the system could be applied to other pharmaceutical compounds or therapeutic areas.

Potential Commercial Applications and Market

The personalized and adaptive oral suspensions of baclofen system has significant commercial potential in the pharmaceutical industry, particularly in the areas of precision medicine and personalized healthcare. The system could be marketed to pharmaceutical companies, hospitals, and clinics, and could also be used in clinical trials and research settings.

Field of Art

Pharmaceutical formulation and drug delivery systems, with expertise in liquid pharmaceutical compositions, suspension technologies, and personalized medicine approaches

Person of Ordinary Skill (PHOSITA) Profile

A pharmaceutical scientist with advanced degrees in pharmaceutical engineering or chemistry, experienced in drug formulation, stability analysis, and advanced manufacturing techniques, familiar with digital health technologies and personalized medicine approaches

Obviousness Rationale

A PHOSITA would recognize that the personalized suspension system represents a predictable extension of existing pharmaceutical formulation techniques, applying known digital technologies to enhance the core suspension technology disclosed in the source patent. The fundamental principles of baclofen suspension stability are preserved while introducing computational and adaptive methodologies that are well-established in pharmaceutical engineering.

Obvious Combinations & Variations

Source Patent Element
Stable liquid suspension of baclofen with specific concentration and pH range
PTD Variation
Digital twin simulation and real-time monitoring of suspension parameters
Obviousness Reasoning
Predictable application of computational modeling to existing pharmaceutical formulation techniques, representing a known method of enhancing product development and quality control
Source Patent Element
Pharmaceutically acceptable excipients and stabilization methods
PTD Variation
Machine learning algorithms for optimizing formulation parameters
Obviousness Reasoning
Routine use of computational techniques to refine existing pharmaceutical formulation processes, representing an obvious extension of known optimization strategies
Source Patent Element
Aqueous suspension with specific pH and concentration characteristics
PTD Variation
Patient-specific data-driven customization of suspension formulation
Obviousness Reasoning
Natural progression of personalized medicine approaches, applying known patient stratification techniques to pharmaceutical formulation design
Source Patent Element
Stable oral suspension with defined chemical and physical properties
PTD Variation
Real-time monitoring device for pH and concentration tracking
Obviousness Reasoning
Logical implementation of sensor technologies to monitor pharmaceutical product characteristics, representing a predictable technological advancement
Source Patent Element
Pharmaceutical composition with specific stabilization techniques
PTD Variation
Integration with electronic health records for formulation customization
Obviousness Reasoning
Obvious combination of digital health infrastructure with pharmaceutical development, representing a standard approach in modern personalized medicine
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857524 for stable baclofen suspensions, the present publication demonstrates that a person having ordinary skill in pharmaceutical formulation would find the disclosed personalized suspension system an obvious variation, combining known computational techniques with established pharmaceutical formulation principles to create a predictable and incremental technological advancement.

Original Patent Information

Patent NumberUS 11,857,524
TitleStable oral suspensions of baclofen
Assignee(s)ANI Pharmaceuticals, Inc.