3D Statistical Shape Analysis Predicts Type A Aortic Dissection Better Than Aortic Diameters
Abstract Body (Do not enter title and authors here): Introduction/Background The vast majority of type A aortic dissection (TAAD) patients do not meet diameter thresholds for ascending aortic repair before their dissection. Increased ascending aortic length has been suggested to improve risk predictions, but this metric simplifies the aortic shape to a single dimension and doesn’t capture 3D features like tortuosity/torsion. Research Questions/Hypothesis Are there distinct shape features of the ascending aorta that differentiate patients with TAAD better than aortic diameter? Methods/Approach We retrospectively identified patients with good quality, pre-dissection CT imaging of the chest at our center prior to surgical repair of acute TAAD, excluding those with pre-existing dissection or prior aortic intervention. This pre-TAAD group was compared to a reference cohort of ‘normal’ patients (no aortic disease), patients with borderline ascending aortic dilation (35-44 mm) and ascending aneurysm (≥45 mm; aTAA). A shape score, based on statical shape modeling (SSM) and cosine similarity was computed (tubular ascending and arch) to quantify the similarity between an individual aortic shape compared to the mean ‘normal’ shape (defined as -1) and mean pre-TAAD shape (defined as +1). Results/Data (descriptive and inferential statistics) We identified 30 spontaneous TAAD patients with CTs at a median of 1.5 (IQR: 0.7-3.8) years pre-dissection. We compared against pre-existing cohorts with normal aortas (n=165), borderline dilation (n=119) and aTAA aneurysm (n=42). Age, sex and hypertension did not significantly differ between TAAD and aTAA groups. Max diameter (47.7 ± 2.0 vs. 40.6 ± 6.0 mm, p<0.01), centerline length (130 ± 11.5 vs. 120 ± 16.7 mm, p<0.01) and tortuosity (1.33 ± 0.08 vs. 1.27 ± 0.07, p<0.01) were higher in aTAA versus TAAD. Median SSM scores were higher in the (TAAD group 1.25, IQR: 0.76-1.46) compared to the aTAA group (-1.25, IQR: -1.60, -0.95; p<0.01) and the borderline dilation group (-1.03, IQR: -1.25, -0.84; p<0.01), Figure 1. SSM scores for normal, borderline dilated and aTAA did not significantly differ. Conclusion A novel SSM-based scoring method of assessing ascending aorta and arch geometry reveals clear shape differences among patients prior to TAAD.
Marway, Prabhvir
( University of Michigan
, Ann Arbor
, Michigan
, United States
)
Campello Jorge, Carlos Alberto
( University of Michigan
, Ann Arbor
, Michigan
, United States
)
Wagner, Catherine
( University of Michigan
, Ann Arbor
, Michigan
, United States
)
Baker, Timothy
( University of Michigan
, Ann Arbor
, Michigan
, United States
)
Burris, Nicholas
( University of Michigan
, Ann Arbor
, Michigan
, United States
)
Author Disclosures:
Prabhvir Marway:DO NOT have relevant financial relationships
| Carlos Alberto Campello Jorge:No Answer
| Catherine Wagner:No Answer
| Timothy Baker:DO NOT have relevant financial relationships
| Nicholas Burris:DO have relevant financial relationships
;
Royalties/Patent Beneficiary:Imbio Inc:Active (exists now)