Personalized Bilayer Tablets with Integrated Wearable and Genomic Diagnostics

Publication ID: 24-11857684_0005_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Personalized Bilayer Tablets with Integrated Wearable and Genomic Diagnostics,” Published Technical Disclosure No. 24-11857684_0005_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857684_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. 11,857,684.

Summary of the Inventive Concept

The present disclosure relates to a next-generation bilayer tablet system that integrates wearable devices, machine learning algorithms, and genomics-based diagnostics to provide personalized treatment for patients suffering from the common cold or flu.

Background and Problem Solved

The original patent disclosed bilayer tablets comprising acetylsalicylic acid and pseudoephedrine, but lacked real-time monitoring and adjustment capabilities, as well as personalized treatment approaches. The new inventive concept addresses these limitations by incorporating wearable devices and genomics-based diagnostics to optimize the dissolution rate and stability of the active pharmaceutical ingredients.

Detailed Description of the Inventive Concept

The system comprises a bilayer tablet comprising acetylsalicylic acid and pseudoephedrine, and a wearable device that monitors the user's vital signs and environmental conditions in real-time. The wearable device adjusts the dissolution rate of the bilayer tablet accordingly, ensuring optimal treatment. Additionally, the system includes a genomics-based diagnostic tool that predicts the optimal dosage and dissolution rate of the bilayer tablet based on the patient's genetic profile. The bilayer tablet may also include a microelectromechanical systems (MEMS) device that releases a stabilizing agent in response to changes in temperature or humidity, maintaining the chemical stability of the active pharmaceutical ingredients. Furthermore, the system may utilize machine learning algorithms to predict and prevent potential degradation pathways of the active pharmaceutical ingredients.

Novelty and Inventive Step

The new inventive concept introduces the integration of wearable devices, machine learning algorithms, and genomics-based diagnostics with bilayer tablets, providing a paradigm shift in personalized treatment approaches. The real-time monitoring and adjustment capabilities, as well as the use of genomics-based diagnostics, represent a significant departure from the original patent's limitations.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept may include the use of different wearable devices, such as smartwatches or fitness trackers, or the incorporation of other diagnostic tools, such as proteomics-based diagnostics. Additionally, the bilayer tablet may be replaced with other dosage forms, such as capsules or patches, to provide further flexibility in the system.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the pharmaceutical industry, particularly in the areas of personalized medicine and precision healthcare. The system's ability to provide real-time monitoring and adjustment capabilities, as well as personalized treatment approaches, may lead to improved treatment outcomes and increased patient satisfaction.

CPC Classifications

SectionClassGroup
A A61 A61K9/209
A A61 A61J3/10
A A61 A61K31/137
A A61 A61K31/616
A A61 A61K9/2009
A A61 A61K9/2018
A A61 A61K9/2054
A A61 A61K9/2059

Field of Art

Pharmaceutical formulation and drug delivery systems, with expertise in tablet design, pharmaceutical engineering, and personalized medicine technologies

Person of Ordinary Skill (PHOSITA) Profile

A pharmaceutical scientist or engineer with advanced degree, experience in drug formulation, knowledge of controlled release technologies, familiarity with wearable medical technologies and diagnostic integration

Obviousness Rationale

A PHOSITA would recognize that integrating real-time monitoring and personalized diagnostic technologies with existing bilayer tablet designs represents a predictable extension of known pharmaceutical and medical technology trends. The core pharmaceutical composition remains substantially unchanged from the source patent, with added technological monitoring and adaptation layers that are well-established in personalized medicine approaches. The proposed variations represent incremental improvements using known techniques in drug delivery and diagnostic integration.

Obvious Combinations & Variations

Source Patent Element
Bilayer tablet with acetylsalicylic acid and pseudoephedrine
PTD Variation
Adding wearable device for real-time dissolution rate monitoring
Obviousness Reasoning
Integrating monitoring technologies with pharmaceutical delivery is a known technique in personalized medicine, representing a predictable design optimization
Source Patent Element
Pharmaceutical tablet formulation
PTD Variation
Incorporating MEMS device for environmental stability control
Obviousness Reasoning
Microelectromechanical systems for pharmaceutical stability are a known technique in advanced drug delivery, representing a finite solution to environmental degradation challenges
Source Patent Element
Standard pharmaceutical tablet design
PTD Variation
Genomics-based diagnostic tool for personalized dosage prediction
Obviousness Reasoning
Personalized medicine approaches using genetic profiling for drug optimization are established in medical technology, representing an obvious extension of existing diagnostic practices
Source Patent Element
Bilayer tablet manufacturing process
PTD Variation
3D-printed tablet with customized geometry and porosity
Obviousness Reasoning
Advanced manufacturing techniques like 3D printing for pharmaceutical customization are well-known in the field, representing a predictable technological progression
Source Patent Element
Pharmaceutical ingredient combination
PTD Variation
Machine learning algorithms for predicting pharmaceutical degradation pathways
Obviousness Reasoning
Computational prediction techniques for pharmaceutical stability are established scientific approaches, representing an obvious application of machine learning to drug development
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857684 and the disclosed technological variations, a person of ordinary skill in the art would find the proposed personalized bilayer tablet system with integrated diagnostic and monitoring technologies to be an obvious combination of known pharmaceutical formulation techniques and emerging personalized medicine technologies, thereby rendering potential patent claims in this domain anticipated and non-patentable under standard obviousness criteria.

Original Patent Information

Patent NumberUS 11,857,684
TitleOral bilayer tablets comprising acetylsalicylic acid and pseudoephedrine, methods of preparing and using thereof
Assignee(s)BAYER AKTIENGESELLSCHAFT