Next-Generation Vaccine Efficacy Platform

Publication ID: 24-11857618_0010_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Next-Generation Vaccine Efficacy Platform,” Published Technical Disclosure No. 24-11857618_0010_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857618_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. 11,857,618.

Summary of the Inventive Concept

A comprehensive platform integrating nanocarrier systems, Quillaja saponin-based adjuvants, and personalized genomics-based profiling to revolutionize vaccine immunogenicity and efficacy, particularly in elderly and immune suppressed populations.

Background and Problem Solved

The original patent addressed the limitations of traditional influenza vaccines in elderly and immune suppressed populations by utilizing saponins and agonists of the intracellular stimulator of interferon genes pathway. However, the next-generation platform aims to overcome the existing limitations of vaccine efficacy by incorporating cutting-edge technologies, such as nanocarrier systems, messenger RNA-based components, and machine learning algorithms, to provide a more targeted, personalized, and effective vaccine response.

Detailed Description of the Inventive Concept

The inventive concept comprises a vaccine formulation, a nanocarrier system designed to target specific immune cells, and a Quillaja saponin-based adjuvant. The nanocarrier system enables efficient delivery of the vaccine antigen to the desired immune cells, while the Quillaja saponin-based adjuvant enhances immunogenicity. Furthermore, the platform incorporates personalized genomics-based profiling to identify optimal vaccine response in individual patients. The system also includes a device for administering vaccines, featuring a microneedle array, a vaccine reservoir, and a sensor for monitoring immune response in real-time. Additionally, the platform utilizes machine learning algorithms and multi-omics data integration to predict vaccine efficacy and identify novel biomarkers for vaccine response in elderly and immune suppressed populations.

Novelty and Inventive Step

The new claims introduce a paradigm shift in vaccine technology by integrating nanocarrier systems, personalized genomics-based profiling, and machine learning algorithms to achieve unprecedented levels of vaccine efficacy and immunogenicity. The inventive concept's novelty lies in its ability to provide a targeted, personalized, and adaptive vaccine response, overcoming the limitations of traditional vaccine approaches.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include the use of different nanocarrier systems, such as liposomes or polymeric nanoparticles, or the incorporation of other adjuvants, like toll-like receptor agonists. Variations of the platform could also focus on different vaccine antigens, such as those for other infectious diseases or cancer.

Potential Commercial Applications and Market

The next-generation vaccine efficacy platform has vast commercial potential in the vaccine industry, particularly in the development of vaccines for elderly and immune suppressed populations. The platform's ability to provide personalized, effective, and adaptive vaccine responses could revolutionize the field of vaccine development, leading to significant market growth and opportunities for partnerships and collaborations with pharmaceutical companies, research institutions, and government agencies.

CPC Classifications

SectionClassGroup
A A61 A61K39/145
A A61 A61K39/39
A A61 A61P31/16
A A61 A61K2039/55
A A61 A61K2039/55555
A A61 A61K2039/55561
A A61 A61K2039/55577

Field of Art

Vaccine technology, immunology, and pharmaceutical formulations, with expertise in vaccine adjuvant design, targeted drug delivery, and immunomodulation strategies for infectious disease prevention

Person of Ordinary Skill (PHOSITA) Profile

A researcher or scientist with advanced degrees in immunology, pharmaceutical sciences, or bioengineering, possessing knowledge of vaccine development, adjuvant technologies, and advanced drug delivery systems

Obviousness Rationale

A PHOSITA would recognize that the PTD's integration of nanocarrier systems, personalized genomics, and machine learning represents a predictable extension of the source patent's core teachings about enhancing vaccine immunogenicity using Quillaja saponins. The disclosed variations systematically address known limitations in vaccine efficacy for elderly populations by applying standard technological augmentation strategies. The combination of known techniques in targeted drug delivery, adjuvant design, and personalized medicine would be considered an obvious approach to improving vaccine performance.

Obvious Combinations & Variations

Source Patent Element
Quillaja saponin-based vaccine adjuvant for influenza vaccines in elderly populations
PTD Variation
Nanocarrier system designed to target specific immune cells with Quillaja saponin adjuvant
Obviousness Reasoning
Targeted drug delivery is a well-established technique in pharmaceutical sciences, and applying nanocarrier technology to enhance adjuvant delivery represents a predictable optimization of the source patent's core vaccine strategy
Source Patent Element
Vaccine formulation targeting improved immunogenicity
PTD Variation
Incorporation of machine learning algorithms and multi-omics data integration for predicting vaccine response
Obviousness Reasoning
Computational approaches for predicting biological responses are standard in modern immunological research, representing an obvious extension of existing vaccine development methodologies
Source Patent Element
Intramuscular and intradermal vaccine administration
PTD Variation
Microneedle array device with real-time immune response monitoring sensor
Obviousness Reasoning
Advanced drug delivery devices that improve patient experience and provide diagnostic feedback are predictable technological improvements in vaccine administration technologies
Source Patent Element
Vaccine adjuvant using Quillaja saponins
PTD Variation
Messenger RNA component designed to stimulate intracellular interferon genes pathway
Obviousness Reasoning
Combining adjuvant technologies with molecular approaches to enhance immune response represents a known strategy in vaccine design, utilizing standard immunological enhancement techniques
Source Patent Element
Vaccine formulation for elderly populations
PTD Variation
Personalized genomics-based profiling for optimizing vaccine response
Obviousness Reasoning
Personalized medicine approaches are a predictable evolution in medical treatment, particularly for addressing population-specific vaccine efficacy challenges
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857618 and the disclosed technological variations, a person having ordinary skill in the art would find the claimed innovations obvious and lacking inventive step. The systematic integration of nanocarrier technologies, computational predictive methods, and personalized medicine approaches represents a predictable combination of known techniques in vaccine development, thereby rendering the claimed innovations unpatentable under 35 U.S.C. Section 103.

Original Patent Information

Patent NumberUS 11,857,618
TitleBoosting immunogenicity of vaccines using saponins and agonists of the intracellular stimulator of interferon genes pathway
Assignee(s)Emory University