Personalized and Adaptive Breast Cancer Treatment System

Publication ID: 24-11857639_0010_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Personalized and Adaptive Breast Cancer Treatment System,” Published Technical Disclosure No. 24-11857639_0010_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857639_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. 11,857,639.

Summary of the Inventive Concept

A next-generation breast cancer treatment system that leverages machine learning, gene editing, and real-time monitoring to provide personalized and adaptive therapy, overcoming the limitations of traditional treatments.

Background and Problem Solved

The original patent disclosed a nanomedicinal composition for treating breast cancer, but it had limitations in terms of personalized treatment and real-time adaptation. The new inventive concept addresses these limitations by integrating machine learning, gene editing, and real-time monitoring to provide a more effective and targeted treatment approach.

Detailed Description of the Inventive Concept

The new inventive concept comprises a system for personalized breast cancer treatment, which includes a nanocarrier with a porous silicate matrix and particles of a magnetic ferrite, a pharmaceutical agent mixture comprising an anti-cancer therapeutic and an antioxidant, and a machine learning algorithm configured to optimize the pharmaceutical agent mixture based on the subject's genetic profile. The system can also adjust the pharmaceutical composition in real-time based on the subject's response to treatment. Additionally, the system can be integrated with gene editing tools and miniature electromagnetic coils for targeted and in-situ treatment. The system's real-time monitoring capabilities enable early detection of breast cancer and prevention of the disease.

Novelty and Inventive Step

The new claims introduce several novel and non-obvious features, including the integration of machine learning and gene editing tools, real-time monitoring and adaptation, and in-situ treatment capabilities. These features overcome the limitations of traditional breast cancer treatments and provide a more effective and targeted approach.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include using different types of nanoparticles or gene editing tools, or integrating the system with other diagnostic or therapeutic modalities. Variations of the system could also be developed for treating other types of cancer or diseases.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the field of personalized medicine and cancer treatment. The system could be marketed to hospitals, clinics, and research institutions, and could also be used in conjunction with other diagnostic or therapeutic modalities. The market potential is significant, with the global cancer treatment market projected to reach $150 billion by 2025.

CPC Classifications

SectionClassGroup
A A61 A61K47/6923
A A61 A61K31/138
A A61 A61K31/282
A A61 A61K33/243
A A61 A61K47/10
A A61 A61K2121/00
A A61 A61K2800/47
B B82 B82Y5/00
B B82 B82Y25/00
B B82 B82Y30/00
B B82 B82Y40/00

Field of Art

Nanomedicine, cancer therapeutics, and targeted drug delivery systems, with expertise in nanocarrier design, pharmaceutical composition optimization, and personalized medical treatment strategies

Person of Ordinary Skill (PHOSITA) Profile

A researcher with advanced degrees in biomedical engineering, nanotechnology, or pharmaceutical sciences, possessing knowledge of nanoparticle synthesis, drug delivery mechanisms, and computational modeling techniques

Obviousness Rationale

A person of ordinary skill would recognize that the PTD's integration of machine learning, real-time monitoring, and gene editing tools represents predictable extensions of existing nanomedicinal cancer treatment approaches. The core nanocarrier technology remains substantially similar to the source patent, with the primary innovations being algorithmic and adaptive treatment strategies. These variations would be considered obvious improvements leveraging known computational and biotechnological techniques.

Obvious Combinations & Variations

Source Patent Element
Nanocarrier with mesosilicalite and magnetic ferrite particles for breast cancer treatment
PTD Variation
Adding machine learning algorithm to optimize pharmaceutical agent mixture based on genetic profile
Obviousness Reasoning
Personalized medicine and computational optimization are well-established techniques in cancer treatment, representing a predictable application of known computational methods to existing nanomedicinal delivery systems
Source Patent Element
Pharmaceutical composition with anti-cancer therapeutic
PTD Variation
Incorporating gene editing tools alongside anti-cancer therapeutic
Obviousness Reasoning
Combining targeted therapies is a known strategy in cancer treatment, and gene editing represents a logical extension of precision medicine approaches
Source Patent Element
Nanocarrier with magnetic ferrite particles
PTD Variation
Adding miniature electromagnetic coils for localized heating and targeted drug release
Obviousness Reasoning
Controlled drug release mechanisms are well-understood in nanomedicine, and using electromagnetic targeting represents a predictable technological enhancement
Source Patent Element
Method for treating breast cancer using nanomedicinal composition
PTD Variation
Real-time monitoring and adaptive treatment based on patient response
Obviousness Reasoning
Adaptive treatment protocols are a known approach in personalized medicine, representing an obvious extension of existing treatment methodologies
Source Patent Element
Pharmaceutical composition with anti-cancer therapeutic
PTD Variation
Adding antioxidant and implementing early detection monitoring
Obviousness Reasoning
Supplementary therapeutic agents and preventative monitoring are standard practices in cancer treatment, representing predictable improvements to existing methodologies
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857639 and the comprehensive technological landscape, the variations disclosed herein would be considered obvious to a person having ordinary skill in the art of nanomedicinal cancer treatments. The incremental technological enhancements, including computational optimization, gene editing integration, and adaptive monitoring, represent predictable extensions of existing nanomedicinal approaches that would be readily conceived by a skilled practitioner without requiring inventive insight.

Original Patent Information

Patent NumberUS 11,857,639
TitleMethod for treating breast cancer
Assignee(s)Imam Abdulrahman Bin Faisal University