Original Research Open Access
Effect of stroke prevention medication on aortic
atheroma progression assessed using new statistical
paradigm
Pratyaydipta Rudra
1
, Pranab K. Sen
1
, Lauren Dennis
2
and Souvik Sen
2*
1
Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina, USA.
2
Department of Neurology, University of South Carolina School of Medicine, Columbia, South Carolina, USA.
*Correspondence: Souvik.Sen@uscmed.sc.edu
Abstract
Background: Progression of aortic arch atheroma (AA) is associated with vascular events in
patients with stroke or transient ischemic attack (TIA). Studies investigating effect of stroke prevention
medication on AA progression are limited to post-cerebral segments that may not be related to stroke
pathophysiology and do not use information from the relevant segments adjacent to the origin of the
cerebral blood vessels.
Methods: AA atheroma was detected on baseline transesophageal echocardiogram (TEE) in 167
consecutive patients who had stroke or TIA. Of these, 125 consented to a follow-up TEE at12 months.
Adequate paired AA images were obtained in 117 (78 with strokes, 39 with TIAs), which allowed detailed
measurements of plaques. On admission for their index stroke or TIA, patients were assessed for stroke
risk factors and stroke prevention medications (Statins, Antiplatelet therapy and oral anticoagulant). We
assessed three segments of the AA adjacent to the origin of the cerebral blood vessels for plaque thickness
by TEE and analyzed the effect of medication using joint modeling, with due consideration to confounding
covariates. The statistical paradigm included a permutation testing procedure to determine the significance
of medication effect on plaque progression in the three segments in combination.
Results: Using the specified statistical paradigm, it is evident that statin therapy is effective in arresting
the AA progression; however, there is no significant change induced by anticoagulant therapy. The cleaned
data, after removal of influential observations, shows even more significance for the statin therapy. The
constrained hypothesis tests in both cases show a smaller p-value suggesting that the statin therapy may be
effective in arresting the AA progression.
Conclusions: In this preliminary study of stroke/TIA patients with AA atheroma on transesophageal
echocardiogram, AA atheroma progression was arrested by statin therapy, without any significant
change induced by anticoagulant therapy. The statistical paradigm with due consideration of all segments
implicated in stroke pathophysiology may be used to test the effect of other stroke prevention medications
on AA progression.
Keywords: Aorta, atherosclerosis, disease progression, echocardiography, stroke
© 2016 Sen et al; licensee Herbert Publications Ltd. Tis is an Open Access article distributed under the terms of Creative Commons Attribution License
(http://creativecommons.org/licenses/by/3.0). Tis permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Introduction
Significant aortic arch atheroma (AA) is the second most
prevalent risk for cardioembolic stroke after atrial fibrillation,
present in 16-20% of stroke/TIA patients [1,2]. It is a risk fac-
tor for new and recurrent stroke [4] and has lack of definitive
treatment effect [5]. Among patients with AA, a subgroup
that underwent progression AA in the ascending and arch
segments were found to be independently associated with
recurrent vascular events [6]. Retrograde diastolic blood flow
in the proximal descending aorta, which connects significant
plaques thickness with brain-supplying arteries, has been iden-
tified as a possible source of brain embolism [7]. In absence of
Journal of Medical Statistics and Informatics
ISSN 2053-7662 | Volume 4 | Article 4
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