Gadolinium Deposition Detection Using Spectral CT Imaging

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Solution Overview

Problem

Current methods for detecting and quantifying gadolinium retention in tissue require invasive tissue sampling, limiting the ability to assess gadolinium-based contrast agents' retention, organ distribution, and safety in living subjects.

Innovation Solution

The method employs spectral computed tomography (CT) imaging to detect and quantify gadolinium deposition in living subjects based on an energy-dependent attenuation profile, allowing non-invasive assessment of gadolinium levels in the range of 0.1-200 µg per gram of tissue.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If tissue sampling is used to detect and quantify gadolinium retention, then measurement precision is improved, but invasiveness increases and sample size is limited

Engineering Contradiction:
Improvegadolinium quantification accuracyVSAvoidinvasiveness
Core Design Contradiction:
Measurement precisionVSEase of operation

Solution Approach 1:

The patent replaces the mechanical/invasive tissue sampling system with a non-invasive spectral CT imaging system. The spectral CT scanner uses X-ray photons to probe gadolinium distribution in the body, eliminating the need for physical tissue extraction while maintaining quantification capability through energy-dependent attenuation measurements

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

Solution Approach 2:

The patent introduces spectral CT imaging as an intermediary measurement method. Instead of directly examining tissue samples, the system uses X-ray attenuation properties at multiple energy levels to indirectly detect and quantify gadolinium retention, serving as a mediator between the subject and the measurement process

Inventive Principle:
Principle #24Intermediary (Mediator)

2Difficulty of detecting and measuring

If tissue sampling is used to detect gadolinium retention, then detection capability is improved, but sample size and statistical power are reduced

Engineering Contradiction:
Improvegadolinium detection capabilityVSAvoidsample size
Core Design Contradiction:
Difficulty of detecting and measuringVSQuantity of substance

Solution Approach 1:

The patent replaces the limiting factor of tissue sample quantity with a non-invasive imaging approach. Spectral CT can scan entire bodies or large body regions, enabling assessment of gadolinium retention across many more subjects without being constrained by the limited amount of tissue that can be safely sampled from each individual

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

3Ease of operation

If spectral CT imaging is used to detect gadolinium, then invasiveness is reduced, but measurement precision must be maintained

Engineering Contradiction:
Improvenon-invasive capabilityVSAvoidgadolinium quantification accuracy
Core Design Contradiction:
Ease of operationVSMeasurement precision

Solution Approach 1:

The patent changes the measurement parameters by utilizing energy-dependent X-ray attenuation characteristics. By measuring attenuation at multiple energy levels and exploiting the unique K-edge absorption properties of gadolinium, the system achieves specific and accurate quantification of gadolinium concentrations without invasive procedures

Inventive Principle:
Principle #35Parameter changes

Solution Approach 2:

The patent employs periodic action through dual-energy or spectral imaging acquisition, where X-ray images are obtained at different energy levels in sequence. This periodic measurement approach enables differentiation of gadolinium from other tissues and contrast agents, maintaining measurement precision through multi-parameter analysis

Inventive Principle:
Principle #19Periodic action

Applied Scientific Principles

This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.

Function Achieved in This Case

Enables non-invasive detection and quantification of gadolinium retention, facilitating larger sample sizes and comprehensive assessment of gadolinium-based contrast agents' retention and safety without tissue sampling.

Implementation Method 1

detecting and quantifying a level of retained gadolinium deposited in the tissue of said living mammalian subject based on an energy-dependent attenuation profile of the retained gadolinium

Methodology Applied
Scientific EffectX-ray attenuation: Absorption (EM radiation)

Data Source

PatentEP3784135B1Gadolinium deposition detection and quantification
Publication Date: 2025.08.06 GE HEALTHCARE AS

AI summary

The present invention relates to a method for the evaluation of tissue gadolinium deposition that offers advantages compared with known methods. Comparison of different gadolinium-based contrast agents (GBCAs) based on retention, organ distribution, washout and safety is facilitated using the methods of the present invention.