Personalized Corneal Endothelial Disease Treatment and Prevention System

Publication ID: 24-11857544_0005_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Personalized Corneal Endothelial Disease Treatment and Prevention System,” Published Technical Disclosure No. 24-11857544_0005_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857544_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. 11,857,544.

Summary of the Inventive Concept

A next-generation system for treating and preventing corneal endothelial diseases, leveraging biomarkers, genomic data, and machine learning to provide personalized and prophylactic treatment options.

Background and Problem Solved

The original patent disclosed a composition or method including (T)EW-7197 for treating or preventing corneal endothelial diseases. However, the current treatment options lack personalization and are often reactive rather than proactive. The present inventive concept addresses this limitation by introducing a system that integrates biomarker detection, genomic analysis, and machine learning to provide tailored treatment and prevention strategies.

Detailed Description of the Inventive Concept

The inventive concept comprises a biomarker detection module, a (T)EW-7197 dosing module, a genomic analysis module, and a machine learning module. The biomarker detection module identifies specific biomarkers associated with corneal endothelial disease, while the (T)EW-7197 dosing module administers a tailored dose of (T)EW-7197 based on the detected biomarker. The genomic analysis module analyzes a subject's genomic data to identify genetic risk factors, and the machine learning module predicts the likelihood of corneal endothelial disease based on the subject's medical history and genetic profile. The system can also include a corneal endothelial cell stimulation module to stimulate the corneal endothelial cells to increase their density and function.

Novelty and Inventive Step

The inventive concept introduces a paradigm shift in corneal endothelial disease treatment and prevention by integrating biomarkers, genomic data, and machine learning. The use of biomarkers and genomic analysis enables personalized treatment options, while the machine learning module provides a proactive approach to disease prevention. The corneal endothelial cell stimulation module offers an additional innovative aspect, as it stimulates the corneal endothelial cells to increase their density and function.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include the use of different biomarkers, genomic analysis tools, or machine learning algorithms. The system could also be adapted for use in other ocular diseases or conditions. Additionally, the corneal endothelial cell stimulation module could be replaced with other modules that stimulate the corneal endothelial cells in different ways.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the ophthalmology market, particularly in the areas of corneal endothelial disease treatment and prevention. The system could be marketed to ophthalmologists, optometrists, and hospitals, and could also be used in clinical trials to develop new treatments for corneal endothelial diseases.

Field of Art

Medical biotechnology, specifically ophthalmological treatments focusing on corneal endothelial disease management and pharmaceutical interventions

Person of Ordinary Skill (PHOSITA) Profile

A medical researcher or clinician with expertise in ophthalmology, pharmaceutical development, and biotechnology, possessing advanced degrees in medical sciences, familiarity with drug development processes, and understanding of personalized medicine approaches

Obviousness Rationale

A person having ordinary skill in the art would recognize that the PTD's personalized treatment approach represents a predictable extension of the source patent's core pharmaceutical intervention, applying standard techniques in precision medicine to the specific context of (T)EW-7197's corneal endothelial disease treatment. The integration of biomarker detection, genomic analysis, and machine learning represents standard methodological advancements in contemporary pharmaceutical personalization strategies. The PTD's variations demonstrate logical technological progression using known techniques to enhance the specificity and effectiveness of the original pharmaceutical method.

Obvious Combinations & Variations

Source Patent Element
Method of treating corneal endothelial conditions using (T)EW-7197
PTD Variation
Personalized dosing module based on biomarker detection and genomic analysis
Obviousness Reasoning
Tailoring pharmaceutical interventions using patient-specific biomarkers is a known technique in precision medicine, representing a predictable application of existing medical knowledge
Source Patent Element
Treatment of corneal endothelial diseases by suppressing cell density reduction
PTD Variation
Corneal endothelial cell stimulation module to increase cell density and function
Obviousness Reasoning
Developing complementary cellular stimulation techniques is an obvious extension of existing treatment methodologies, representing a finite and predictable solution to enhancing therapeutic outcomes
Source Patent Element
Pharmaceutical method targeting specific corneal endothelial conditions
PTD Variation
Machine learning module for predicting disease likelihood and risk profiling
Obviousness Reasoning
Implementing predictive analytics in medical diagnostics is a standard technological approach for enhancing treatment strategies, representing a known technique in contemporary medical research
Source Patent Element
Treatment of corneal endothelial diseases related to extracellular matrix overexpression
PTD Variation
Genomic analysis module identifying genetic risk factors for disease progression
Obviousness Reasoning
Correlating genetic markers with disease susceptibility is a well-established approach in personalized medicine, representing a predictable scientific methodology
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11857544 and the published technical disclosure, a person having ordinary skill in the art would find the claimed personalized corneal endothelial disease treatment system obvious, as the disclosed variations represent predictable technological extensions utilizing standard techniques in precision medicine, biomarker detection, and machine learning to enhance the original pharmaceutical intervention's specificity and effectiveness.

Original Patent Information

Patent NumberUS 11,857,544
TitleComposition or method including (t)ew-7197 for treating or preventing corneal endothelial diseases
Assignee(s)SENJU PHARMACEUTICAL CO., LTD., THE DOSHISHA