Personalized Malaria Immune Response System

Publication ID: 24-11857611_0010_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Personalized Malaria Immune Response System,” Published Technical Disclosure No. 24-11857611_0010_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857611_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. 11,857,611.

Summary of the Inventive Concept

A next-generation system for generating a personalized immune response to malaria, leveraging wearable devices, microarrays, and tailored vaccine compositions to prevent and treat malaria.

Background and Problem Solved

The original patent disclosed compositions and methods for generating an immune response to malaria, but these approaches have limitations in terms of efficacy, safety, and adaptability. The new inventive concept addresses these limitations by integrating cutting-edge technologies to provide a personalized and adaptive immune response to malaria.

Detailed Description of the Inventive Concept

The system comprises a wearable device for detecting a subject's exposure to Plasmodium, a microarray for identifying the subject's genetic predisposition to malaria, and a vaccine composition tailored to the subject's specific genetic profile and exposure history. The system may also include a prime-boost vaccine regimen, nanoparticle-based delivery systems, and therapeutic agents for treating malaria. The malaria vaccine kit includes a set of vaccine compositions encoding different Plasmodium antigens, a microfluidic device for detecting the subject's immune response to each vaccine composition, and a software program for analyzing the immune response data and recommending a personalized booster regimen. Additionally, the system enables real-time monitoring of malaria outbreaks through a network of wearable devices, a cloud-based database, and a machine learning algorithm for predicting the likelihood of malaria transmission and recommending targeted interventions.

Novelty and Inventive Step

The new claims introduce a paradigm shift in malaria prevention and treatment by integrating wearable devices, microarrays, and tailored vaccine compositions to provide a personalized and adaptive immune response. This approach is novel and non-obvious compared to the original patent, which focused on compositions and methods for generating an immune response to malaria without considering personalized and adaptive aspects.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept may include using different types of wearable devices, microarrays, or vaccine compositions. Variations may also include incorporating additional technologies, such as artificial intelligence or blockchain, to enhance the system's functionality and security.

Potential Commercial Applications and Market

The personalized malaria immune response system has significant commercial potential in the vaccine and pharmaceutical industries, particularly in regions where malaria is endemic. The system's adaptability and personalized approach may also appeal to governments and non-profit organizations focused on global health initiatives.

CPC Classifications

SectionClassGroup
A A61 A61K39/015
A A61 A61K9/0019
A A61 A61K47/6901
A A61 A61P33/06
A A61 A61K2039/5256
A A61 A61K2039/54

Field of Art

Vaccine development, immunology, and medical biotechnology, with specialized expertise in malaria prevention, recombinant viral vector technologies, and personalized medicine approaches

Person of Ordinary Skill (PHOSITA) Profile

A skilled practitioner with advanced degrees in molecular biology or immunology, experienced in vaccine design, genetic engineering of viral vectors, and understanding of personalized medical technologies

Obviousness Rationale

A person of ordinary skill would recognize that the personalized malaria prevention system represents a predictable extension of existing vaccine technologies, combining known techniques in wearable sensing, genetic profiling, and adaptive vaccine delivery with the foundational malaria vaccine vector approach disclosed in the source patent. The technical variations represent logical combinations of existing technologies to create a more targeted and responsive medical intervention strategy.

Obvious Combinations & Variations

Source Patent Element
Recombinant MVA viral vector encoding Plasmodium falciparum immunogenic polypeptides
PTD Variation
Tailored vaccine compositions using multiple Plasmodium antigens with personalized prime-boost regimen
Obviousness Reasoning
Predictable variation using known vaccine design principles of multi-antigen targeting and adaptive dosing strategies
Source Patent Element
Insertion of genetic sequences into specific MVA deletion sites
PTD Variation
Microarray-guided genetic profile-based vaccine composition selection
Obviousness Reasoning
Known technique of genetic manipulation combined with emerging personalized medicine approaches
Source Patent Element
Vaccine compositions for generating immune response to malaria
PTD Variation
Wearable device and cloud-based system for real-time malaria exposure monitoring
Obviousness Reasoning
Logical extension of vaccine technology using emerging IoT and data analysis technologies
Source Patent Element
Immunogenic polypeptide encoding approach
PTD Variation
Nanoparticle-based delivery system for targeted Plasmodium-infected cell intervention
Obviousness Reasoning
Predictable application of advanced drug delivery technologies to existing vaccine development frameworks
Source Patent Element
Malaria vaccine composition methods
PTD Variation
Machine learning algorithm for predicting malaria transmission and recommending interventions
Obviousness Reasoning
Obvious combination of existing epidemiological monitoring techniques with advanced computational approaches
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857611 and the disclosed technical variations, a person of ordinary skill in the art would find the claimed personalized malaria prevention system to be an obvious combination of known techniques in vaccine development, genetic profiling, and adaptive medical technologies. The incremental innovations represent predictable extensions of existing knowledge rather than non-obvious technological breakthroughs.

Original Patent Information

Patent NumberUS 11,857,611
TitleCompositions and methods for generating an immune response to treat or prevent malaria
Assignee(s)GeoVax, Inc.