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A meta analysis and hierarchical classification of HU-based atherosclerotic plaque characterization criteria
Wisnumurti Kristanto1, Peter M A van Ooijen, Marijke C Jansen-van der Weide
1Department of Radiology, Center for Medical Imaging - North East, Netherlands, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
Insights
Computed tomography (CT) Hounsfield Unit (HU) criteria for characterizing atherosclerotic plaques vary widely. This study derived a hierarchical classification to establish reliable, local reference CT attenuation values for clinical use.
Area of Science:
- Cardiovascular Imaging
- Radiology
- Medical Imaging Analysis
Background:
- Lipid-rich atherosclerotic plaques, often rupture-prone, are characterized using computed tomography (CT) Hounsfield Unit (HU) values.
- Existing HU-based criteria for plaque characterization show considerable variability in published literature.
- A need exists for standardized, reliable HU criteria for clinical application.
Purpose of the Study:
- To systematically analyze existing Hounsfield Unit (HU) criteria for characterizing lipid-rich and fibrous atherosclerotic plaques.
- To empirically derive a hierarchical classification of HU-based criteria for clinical reference.
- To address the significant variations in reported CT attenuation values.
Main Methods:
- Conducted a systematic literature search (PubMed, Embase) for studies (1998-2011) using HU criteria for plaque characterization.
- Analyzed HU criteria based on study characteristics (e.g., examination type, CT vendor, voltage settings).
- Utilized Student's t-test to assess significant differences and developed a hierarchical classification.
Main Results:
- No correlation was found between HU criteria and lumen contrast-enhancement.
- Significant differences in HU criteria were observed based on various study characteristics.
- The hierarchical classification yielded 21 categories for lipid-rich plaques and 22 for fibrous plaques, with over 50% differing significantly.
Conclusions:
- Reported CT attenuation values for atherosclerotic plaques vary extensively, making generalized values unreliable for clinical practice.
- The proposed hierarchical classification provides a framework for determining local, reliable reference CT attenuation values.
- This classification aids in more consistent and accurate characterization of plaque composition in clinical settings.
Background:
Many computed tomography (CT) studies have reported that lipid-rich, presumably rupture-prone atherosclerotic plaques can be characterized according to their Hounsfield Unit (HU) value. However, the published HU-based characterization criteria vary considerably. The present study aims to systematically analyze these values and empirically derive a hierarchical classification of the HU-based criteria which can be referred in clinical situation.
Material And Methods:
A systematic search in PubMed and Embase for publications with HU-criteria to characterize lipid-rich and fibrous atherosclerotic plaques resulted in 36 publications, published between 1998 and 2011. The HU-criteria were systematically analyzed based on the characteristics of the reporting study. Significant differences between HU-criteria were checked using Student's t-test. Subsequently, a hierarchical classification of HU-criteria was developed based on the respective study characteristics.
Results:
No correlation was found between HU-criteria and the reported lumen contrast-enhancement. Significant differences were found for HU-criteria when pooled according to the respective study characteristics: examination type, vessel type, CT-vendor, detector-rows, voltage-setting, and collimation-width. The hierarchical classification resulted in 21 and 22 CT attenuation value categories, for lipid-rich and fibrous plaque, respectively. More than 50% of the hierarchically classified HU-criteria were significantly different.
Conclusion:
In conclusion, variations in the reported CT attenuation values for lipid-rich and fibrous plaque are so large that generalized values are unreliable for clinical use. The proposed hierarchical classification can be used to determine reference CT attenuation values of lipid-rich and fibrous plaques for the local setting.
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