Key result
Exponential model using maximum spherical diameter accurately predicts AAA growth in ~94% of scans.
Why the study?
The study aims to build a dataset of morphological parameters from longitudinal CT scans, analyze their correlations, explore a master curve of AAA growth, and identify parameters that enhance predictability for clinical use.
Does an exponential growth model using maximum spherical diameter accurately predict abdominal aortic aneurysm growth in patients with AAA?
Cohort (n=25)
No
Does an exponential growth model using maximum spherical diameter accurately predict abdominal aortic aneurysm growth in patients with AAA?
An exponential growth model using maximum spherical diameter from CT scans accurately predicts AAA growth, potentially aiding in clinical surveillance and decision-making.
Answers are grounded in this paper and cite their sources.
Supports exponential modeling of AAA growth for surveillance; leaves open prospective validation before clinical adoption.
Objective The maximum diameter measurement of an abdominal aortic aneurysm (AAA), which depends on orthogonal and axial cross-sections or maximally inscribed spheres within the AAA, plays a significant role in the clinical decision making process. This study aims to build a large dataset of morphological parameters from longitudinal CT scans and analyze their correlations. Furthermore, this work explores the existence of a “master curve” of AAA growth, and tests which parameters serve to enhance its predictability for clinical use. Methods 106 CT scan images from 25 Korean AAA patients were retrospectively obtained. We subsequently computed morphological parameters, growth rates, and pair-wise correlations, and attempted to enhance the predictability of the growth for high-risk aneurysms using non-linear curve fitting and least-square minimization. Results An exponential AAA growth model was fitted to the maximum spherical diameter, as the best representative of the growth among all parameters (r-square: 0.985) and correctly predicted to 74 of 79 scans based on a 95% confidence interval. AAA volume expansion rateswere highly correlated (r=0.80) with thrombus accumulation rates. Conclusions The exponential growth model using spherical diameter provides useful information about progression of aneurysm size and enables AAA growth rate extrapolation during a given surveillance period.
No takes yet. Share an insight, caveat, or question.
Akkoyun et al. (2020) conducted a cohort in Abdominal aortic aneurysm (n=25). Exponential growth model using maximum spherical diameter vs. Other morphological parameters was evaluated on Predictability of AAA growth (r-square). An exponential growth model using maximum spherical diameter best represented abdominal aortic aneurysm growth with an r-square of 0.985, correctly predicting 74 of 79 scans.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: