Biomarker Panel for Cardiotoxicity Prediction in Drug Development
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Solution Overview
Problem
Current methods for predicting cardiotoxicity in drug development are inadequate, leading to high attrition rates and significant financial burdens due to the lack of reliable biomarkers for early detection of cardiac safety issues.
Innovation Solution
The use of specific biomarkers such as CCDC47, HMOX1, PTX3, PAI1, IL27, IGFBP7, Emmprin, CFL2, EDIL3, and NUCB1 for diagnosing, monitoring, and treating cardiovascular diseases, including cardiomyopathy, by detecting altered levels in biological samples to indicate cardiotoxicity or predisposition to cardiovascular disease.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If current methods for predicting cardiotoxicity are used in drug development, then drug development can proceed with existing tools, but high attrition rates and significant financial burdens occur due to inadequate prediction accuracy
Solution Approach 1:
The patent changes the parameters used for cardiotoxicity prediction by introducing a multi-marker panel system that measures multiple biomarkers simultaneously (such as troponin, BNP, and other cardiac-specific markers) rather than relying on single-marker or traditional methods. This parameter expansion enables more accurate prediction of cardiotoxicity while allowing drug development to proceed with reliable data, resolving the contradiction between prediction accuracy and development efficiency
Solution Approach 2:
The patent creates a universal biomarker panel that can assess multiple aspects of cardiac safety simultaneously through a single integrated assessment system. This multi-functional approach allows the same set of markers to predict various types of cardiotoxicity effects, improving reliability without requiring separate assessment procedures for different cardiac parameters, thus maintaining drug development productivity
2Measurement precision
If comprehensive diagnostic methods are implemented to improve cardiotoxicity detection, then prediction accuracy improves, but the complexity and cost of the diagnostic process increases
Solution Approach 1:
The patent combines multiple biomarker assessments into a single integrated diagnostic panel that evaluates several cardiac markers simultaneously. By merging the detection of different biomarkers (troponin, BNP, cytokines, etc.) into one comprehensive test system, the patent achieves high measurement precision for cardiotoxicity detection while avoiding the complexity of running separate tests for each marker, thus resolving the contradiction between detection accuracy and diagnostic complexity
Solution Approach 2:
The patent performs preliminary identification of at-risk compounds early in drug development using the biomarker panel, allowing potential cardiotoxicity issues to be detected before extensive clinical trials begin. This preliminary action enables early decision-making about compound viability, improving detection accuracy for problematic compounds while simplifying the overall diagnostic process by filtering out unsafe candidates before more complex assessments are needed
Data Source
AI summary
The invention provides methods for the diagnosis and prognosis of cardiovascular disease, and for monitoring of the treatment of cardiovascular disease, including heart failure and cardiomyopathy. The invention further provides methods for identifying an agent for treating cardiomyopathy or heart failure, for identifying a cardiotoxic agent, and for identifying a rescue agent to reduce or prevent drug-induced toxicity, by using one or more biomarkers selelcted from the group consisting of CCDC47, HMOX1, PTX3, PAI1, IL27, IGFBP7, Emmprin, CFL2, EDIL3, NUCB1, PE D18:0-20:3/D18:1-20:2/D16:0-22:3; PE D18:0-22:5/D18:1-22:4; PE D16:1-22:6; PE P18:1-18:1/P18:0-18:2/P16:0-20:2; LPC 20:3; and PC-LI-183-D18:22-22:6, or any of the other biomarkers provided herein. The invention further provides kits for practicing the methods of the invention.


