Personalized Mast Cell Profiling and AI-Driven Treatment Optimization for BPH Management

Publication ID: 24-11857531_0010_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Personalized Mast Cell Profiling and AI-Driven Treatment Optimization for BPH Management,” Published Technical Disclosure No. 24-11857531_0010_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857531_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. 11,857,531.

Summary of the Inventive Concept

A next-generation approach to treating benign prostatic hyperplasia (BPH) by integrating personalized mast cell profiling, histamine receptor antagonist response, and machine learning-based treatment optimization to provide more effective and targeted therapies.

Background and Problem Solved

The original patent disclosed combination therapies comprising a mast cell inhibitor and a histamine receptor antagonist for treating BPH. However, these treatments often lack personalization, leading to variable efficacy and potential side effects. The new inventive concept addresses these limitations by incorporating advanced profiling and AI-driven analytics to tailor treatment to individual patients' needs.

Detailed Description of the Inventive Concept

The inventive concept comprises a personalized mast cell profiling module, which uses biomarkers and machine learning algorithms to identify specific mast cell patterns associated with BPH. The system also includes a histamine receptor antagonist module, which selects the most effective antagonist based on the patient's profile. A machine learning-based treatment optimization module then analyzes the patient's response to the treatment and adjusts the therapy accordingly. The system can be integrated with wearable devices, cloud-based platforms, and biofeedback systems to provide real-time monitoring and treatment recommendations.

Novelty and Inventive Step

The new claims introduce a paradigm shift in BPH treatment by incorporating personalized profiling, AI-driven analytics, and machine learning-based optimization. These advancements provide a significant improvement over the original patent's combination therapies, enabling more targeted and effective treatment of BPH.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include using different biomarkers or machine learning algorithms for profiling, incorporating additional therapeutic agents or modalities, or developing specialized platforms for specific patient populations. Variations could also involve integrating the system with electronic health records, telemedicine platforms, or other healthcare technologies.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the BPH treatment market, which is projected to grow substantially in the coming years. The system's ability to provide personalized and targeted therapies could lead to improved treatment outcomes, reduced healthcare costs, and increased patient satisfaction. The market for this technology could include pharmaceutical companies, medical device manufacturers, and healthcare providers seeking to improve BPH treatment options.

Field of Art

Medical biotechnology focused on urology, immunopharmacology, and personalized treatment strategies for benign prostatic hyperplasia (BPH), requiring advanced knowledge of mast cell biology, pharmacological interventions, and machine learning applications in medical diagnostics

Person of Ordinary Skill (PHOSITA) Profile

A medical researcher or clinical scientist with expertise in urology, immunology, and computational biology, possessing advanced degrees (PhD/MD), understanding of mast cell mechanisms, familiarity with AI-driven medical analytics, and experience developing personalized treatment approaches

Obviousness Rationale

A PHOSITA would recognize that integrating machine learning techniques with existing mast cell inhibition strategies represents a predictable technological evolution. The source patent's combination therapy approach naturally suggests further personalization and optimization through advanced analytics. The disclosed AI-driven treatment system builds directly on the foundational therapeutic method by adding computational intelligence to treatment selection and monitoring.

Obvious Combinations & Variations

Source Patent Element
Combination therapy using mast cell inhibitors and histamine receptor antagonists
PTD Variation
Personalized mast cell profiling module using biomarkers and machine learning algorithms
Obviousness Reasoning
Extending existing combination therapy with computational analysis represents a known technique for improving treatment precision, utilizing predictable machine learning approaches to optimize drug selection
Source Patent Element
Treatment method for benign prostatic hyperplasia
PTD Variation
Wearable device for monitoring mast cell activity and histamine levels
Obviousness Reasoning
Continuous patient monitoring is a standard approach in personalized medicine, and integrating sensor technologies with existing treatment protocols is a predictable technological progression
Source Patent Element
Pharmacological intervention targeting mast cell function
PTD Variation
Cloud-based platform integrating patient-specific mast cell data and treatment outcomes
Obviousness Reasoning
Data-driven healthcare platforms are a well-established method for improving treatment strategies, representing an obvious extension of existing medical research methodologies
Source Patent Element
Histamine receptor antagonist treatment approach
PTD Variation
AI-driven treatment optimization module analyzing patient response patterns
Obviousness Reasoning
Applying machine learning to medical treatment selection is a known technique, representing a predictable application of computational intelligence to existing therapeutic frameworks
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857531 and the disclosed personalized treatment methodologies, a person of ordinary skill in the art would find the claimed AI-driven BPH management system and associated methods obvious and anticipated, as the variations represent predictable technological extensions of existing mast cell inhibition and treatment optimization strategies.

Original Patent Information

Patent NumberUS 11,857,531
TitleCombination mast cell inhibition for treatment of BPH/LUTS
Assignee(s)Northwestern University