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Circulation. Author manuscript; available in PMC Sep 2, 2009.
Published in final edited form as:
PMCID: PMC2736635

Enzyme-Sensitive MR Imaging Targeting Myeloperoxidase Identifies Active Inflammation in Experimental Rabbit Atherosclerotic Plaques

John A. Ronald, Ph.D.,*,1,2,# John W. Chen, Ph.D., M.D.,*,3,4,# Yuanxin Chen, Ph.D.,1 Amanda M. Hamilton, M.Sc.,5 Elisenda Rodriguez, Ph.D.,4 Fred Reynolds, Ph.D.,4 Robert A. Hegele, M.D.,1 Kem A. Rogers, Ph.D.,5 Manel Querol, Ph.D.,6 Alexei Bogdanov, Ph.D.,6 Ralph Weissleder, Ph.D., M.D.,3,4 and Brian K. Rutt, Ph.D.1,2,7,8



Inflammation undermines the stability of atherosclerotic plaques, rendering them susceptible to acute rupture, the cataclysmic event that underlies clinical expression of this disease. Myeloperoxidase (MPO) is a central inflammatory enzyme secreted by activated macrophages, and is involved in multiple stages of plaque destabilization and patient outcome. We report here that a unique functional in vivo magnetic resonance (MR) agent can visualize MPO activity in atherosclerotic plaques in a rabbit model.

Methods and Results

We performed MR imaging of the thoracic aorta of New Zealand white (NZW) rabbits fed a cholesterol (n=11) or normal (n=4) diet up to 2 hours after injection of the MPO sensor bis-5HT-DTPA(Gd) (MPO(Gd)), the conventional agent, DTPA(Gd), or an MPO (Gd) analog, bis-tyr-DTPA(Gd), as controls. Delayed MPO(Gd) images (2 hour post injection) showed focal areas of increased contrast (>2-fold) in diseased wall, but not in normal wall (p=0.84), compared to both DTPA(Gd) (n=11; p<0.001) and bis-tyr-DTPA(Gd) (n=3; p<0.05). Biochemical assays confirmed that diseased wall possessed three-fold elevated MPO activity compared to normal wall (p<0.01). Areas detected by MPO(Gd) imaging co-localized and correlated with MPO-rich areas infiltrated by macrophages on histopathological evaluations (r=0.91, p<0.0001). While macrophages were the main source of MPO, not all macrophages secreted MPO, suggesting that distinct subpopulations contribute differently to atherogenesis and supporting our functional approach.


Our study represents a unique approach in the detection of inflammation in atherosclerotic plaques by examining macrophage function and the activity of an effector enzyme, to noninvasively provide both anatomic and functional information in vivo.

Keywords: magnetic resonance imaging, atherosclerosis, inflammation, myeloperoxidase, contrast media

Atherogenesis is a complex, multi-stage process that culminates in rupture of a vulnerable plaque, leading to acute arterial occlusion and life-threatening clinical end points 1, 2. Diagnosis of atherosclerosis can occur relatively late in the disease process, just preceding or even following the occurrence of an acute event. Delayed diagnosis limits the range and application of effective evidence-based intervention strategies to reduce morbidity and mortality of atherosclerosis 3. Therefore, there exists a pressing need to develop new biomarkers and imaging techniques to detect and evaluate vulnerable plaques prior to their rupture and to better risk stratify these patients.

Imaging inflammation has been proposed as a way to improve patient stratification and therapy monitoring since this would allow localization of inflamed plaques and the degree of inflammation in individual plaques could be tracked over time following treatment. Ultra-small superparamagnetic iron oxide nanoparticles (USPIO) or other nanoparticles have been used to detect accumulation of phagocytic cells in atherosclerotic plaques 4, 5. However, nanoparticles may be taken up by both active and resting macrophages 6, as well as other cell types such as neutrophils, endothelial cells, lymphocytes, and smooth muscle cells 7. In addition, different phagocytic cells play diverse roles in inflammation, with some cell types having more attenuated inflammatory or even anti-inflammatory properties 8-11. Thus, imaging only phagocytes could overestimate the severity of plaque inflammation.

An emerging biomarker of plaque instability and future acute events is the enzyme myeloperoxidase (MPO). Elevated plasma MPO concentrations are found in stroke patients 12 and predict major downstream cardiac events both in patients presenting with acute chest pain 13, and in apparently healthy individuals 14. Within advanced human atherosclerotic vulnerable plaques, MPO is expressed predominantly by activated macrophages and macrophage-derived foam cells 15-17 and consumes hydrogen peroxide to generate hypochlorite and other reactive oxygen species that contribute to plaque progression and rupture ( Online Supplemental (OS) Fig. S1A) 18. In this study we have examined the utility of a unique functional imaging sensor of MPO activity 19-21, called MPO(Gd), previously shown to be highly sensitive and specific to MPO activity in mouse models of multiple sclerosis 22 and myocardial infarction 23, to identify inflamed plaques in a rabbit model of atherosclerosis on a clinical magnetic resonance imaging (MRI) scanner. Our hypothesis is that once inside the diseased wall, MPO-mediated activation causes the agent to oligomerize and bind to resident proteins, resulting in higher MR signal and prolonged retention of the activated agent within MPO-rich plaque (Fig. S1B/C).


Animal Protocol

A total of eighteen male New Zealand white (NZW) rabbits were used for this study. Eleven rabbits were fed 100 g/day of cholesterol (CH)-supplemented rabbit chow for 28-29 months to promote the formation of aortic lesions, as previously described 24, 25. The CH level in the diet was titrated between 0.125 and 0.25% (w/w) for the length of the experiment. Please see OS text for diet details and plaque characterization (Fig. S2A). Four age-matched male NZW rabbits were used as controls and fed normal chow. Three additional CH-fed NZW rabbits (17 months on diet) were used to establish the vessel wall signal kinetics of the imaging agents. Animals were cared for in accordance with guidelines of the Canadian Council on Animal Care.

Imaging Agents

The MPO sensor, bis-5-hydroxytryptamide-diethylenetriamine-pentaacetate gadolinium (bis-5HT-DTPA(Gd) or MPO(Gd)), and the analog agent bis-tyr-DTPA(Gd) were synthesized according to a modified protocol based on Querol et al. 19. Chemicals were purchased from Sigma-Aldrich (St. Louis, MO). DTPA-bisanhydride was reacted with serotonin (5HT) or tyramide (tyr) in dimethylformamide in the presence of an excess of triethylamine. The product bis-5HT-DTPA was isolated by recrystallization from methanol and acetone. Complexation with Gd was performed in the presence of 5% citric acid (w/w), and purified by high performance liquid chromatography. Purity of the agents was confirmed by mass spectroscopy (MALDI-TOF). DTPA(Gd) was purchased from Berlex Laboratories (Berlex, Wayne, NJ).

Magnetic Resonance Imaging

Animals were sedated via an intramuscular injection of stock anesthetic (ketamine (23.4 mg/kg), xylazine (1.3 mg/kg) and glycopyrolate (0.0075 mg/kg)) followed by intravenous administration of a 10-fold dilution (in saline) of this stock at a rate of ~3-12 ml/hr. Anesthetized rabbits were imaged in the supine position using a clinical 3T MRI scanner (GE Signa HD 12×, GE Healthcare, Waukesha, WI) interfaced with a custom-made two-channel phased array surface RF coil 25. Axial images of the thoracic aortae of 11 CH-fed rabbits and 4 control rabbits were collected pre- and up to 2 hours post intravenous injection of either DTPA(Gd) (0.2 mmol/kg) or MPO(Gd) (0.2 mmol/kg) using a T1-weighted (T1w) quadruple inversion recovery fast-spin-echo (QIR-FSE) sequence developed previously for quantitative contrast-enhanced imaging of atherosclerotic vessels 26. Three CH-fed rabbits were scanned up to 4 hours and at 24 hours post MPO(Gd) administration. In three additional CH-fed rabbits either MPO(Gd), DTPA(Gd), or bis-tyr-DTPA(Gd) (all at 0.1 mmol/kg) was administered and imaging was performed on a 1.5T MRI scanner (GE Signa HD 12×, GE Healthcare, Waukesha, WI). A minimum of 3 days was allowed to pass between each imaging agent administration. Finally, ex vivo T1w imaging was performed on perfusion fixed (10% formalin), excised aortic specimens from a CH-fed animal (17 months of feeding) sacrificed 2 hours after injection of MPO(Gd). Please see OS text for technical specifications of MRI.

MR Image and Data Analysis

MR images were analyzed with OsiriX DICOM reader (version 2.7.5, Geneva, Switzerland) by two independent readers (JR and JC). In each image, the inner and outer vessel wall boundaries were traced to determine average wall signal intensity (SIWall). Regions-of interest (ROIs) were placed in both the paraspinal muscle adjacent to the aorta and in a motion-free region outside the animal (air) to determine average muscle signal intensity (SIMuscle) and the standard deviation of the noise signal (σAir), respectively. Contrast-to-noise ratios (CNR) between the wall and adjacent muscle were calculated (CNR = (SIWall-SIMuscle)/σAir) and differences in CNR (ΔCNR) due to the addition of contrast agent were determined (ΔCNR=CNR2Hr-CNRBaseline). For signal kinetics experiments, a region outside the animal was not within the field-of-view, therefore contrast (SIwall-SIMuscle) at each time point was calculated and normalized to baseline values. Enhancement ratios (ER) were determined (ER = SIWall-2Hr/SIWall-Baseline), as previously described 27. ΔCNR was also calculated after tracing of select ROIs within the wall that appeared noticeably bright on images collected 2 hours after MPO(Gd) administration compared to images collected pre-contrast and 2 hours after DTPA(Gd) administration. For correlational analyses, ROIs were placed to measure plaque size and the areas positive for MPO, macrophages, lipid, and collagen in histopathological sections (see below), with the reader blinded to the other imaging results.


After imaging, animals were sacrificed with an intravenous injection of ketamine (200 mg) and transcardially-perfused under pressure with ~1.5 L of heparinized (1 IU/ml) Hanks' balanced salt solution. The imaged aortic segments were carefully isolated, marked on the ventral surface with Evan's blue dye for matching to MRI, and dissected. Fresh-frozen sections were collected from a portion (~1 mm of the 3 mm total thickness) of each block. Sections were then immunostained for plaque constituents including MPO and macrophages (RAM-11). Negative control staining was also performed. Please see OS text for tissue block preparation, additional plaque characterization (Fig. S2A) and peroxidase activity (Fig. S2B) staining, and full staining descriptions. Images of stained sections were taken using a Zeiss Axioplan 2ie microscope (Carl Zeiss Canada, Toronto, ON).

Myeloperoxidase Activity Assay

To quantify MPO activity in detergent extracts, we performed the guaiacol MPO activity assay on a Beckman Coulter DU 530 UV/vis spectrophotometer (Fullerton, CA). Briefly, the portion of each aortic block left over after sectioning (~2 mm) was homogenized in 1% cetyltrimethylammonium bromide extraction buffer followed by centrifugation for 10 minutes at 10,000 rpm. The supernatant (detergent extract) was collected and protein concentration was determined using a standardized bicinchoninic acid (BCA) assay (Pierce, Rockford, IL). The MPO activity assay solution consisted of 3 mL of 0.1 M NaPO4 buffer, supplemented with 48 ml of guaiacol and 100 μl of 0.1 M H2O2. To this, 25 μg of protein was added to a final volume of 0.6 ml and assayed at 25°C. The units of activity were computed according to the following formula: Activity = (ΔOD × Vt × 4)/(E × Δt × Vs), where ΔOD = change in absorbance; Vt = total volume; Vs = sample volume; E (extinction coefficient) = 26.6mM-1; Δt = change in time.

Statistical Analysis

A two-tailed t-test was performed for comparison between animal groups for the peroxidase activity assay (Fig. 1B). For comparisons of MR data between animal groups either a two-way repeated measures ANOVA (if normal and diseased animals were tested – Fig. 2D (both graphs)) or one-way repeated measures ANOVA were performed (Fig. 3A/B). For the above tests where multiple measurements were collected per animal (e.g., MR slices) the data was averaged to generate a single measurement per animal before performing the test. Error bars in figures represent S.E.M. Pearson correlational analysis was performed between the area of positive regions in MPO(Gd) MRI and various histological measures using data from individual plaques (Table 1). In addition, multivariable regression analysis was performed to assess the effects of both histological measures and rabbit identity (multiple plaques imaged per rabbit) on MPO(Gd) MRI values (Table 1). The nominal level of significance for all tests was p<0.05. Both GraphPad Prism 4.0a (GraphPad Software Inc., San Diego, CA) and Statistical Analysis Software (SAS Institute Inc. Cary, NC) were used for statistical analysis.

Fig. 1
(A) RAM-11 and MPO immunostaining on adjacent sections, revealed that macrophages and macrophage-derived foam cells at the surface of plaques expressed significant amounts of MPO (*). In contrast, macrophages found in the deeper parts of the plaques often ...
Fig. 2
(A) As acquired (5 cm field-of-view – top) and higher magnification (bottom – centered around aorta) early-phase (~10 min.) MR images of diseased wall in rabbit fed CH-diet for 17 months using DTPA(Gd) (left) and MPO(Gd) (right). ...
Fig. 3
Imaging with a nonactivatable analog of MPO(Gd). (A) ΔCNR and (B) ER analysis of diseased walls in CH-fed rabbits (n=3 rabbits, 11 sections analyzed) imaged after the administration of DTPA(Gd), MPO(Gd), and a nonactivatable analog of MPO(Gd) ...
Table 1
Multivariable Regression Parameters for Positive Areas of MPO(Gd) Imaging Based on Model including Rabbit Identity and Various Histological Measures of Plaque Composition


Hypercholesterolemic rabbits develop atherosclerotic aortic plaques that contain significant numbers of MPO-expressing macrophages

We performed MPO immunostaining on aortic sections from cholesterol (CH)-fed rabbits, and confirmed that the diseased wall expressed MPO (Fig. 1A). As in humans 17, we found that the major source of MPO in these plaques was from macrophages and macrophage-derived foam cells (Fig. 1A). Most plaques contained more macrophage-positive areas than MPO-positive areas on histopathological analysis (Fig. S3A), which matched our observation that macrophages in deeper portions of plaques expressed less MPO (Fig. 1A). MPO activity analysis in diseased aortic sections from CH-fed rabbits was more than three-fold higher than in corresponding normal aortic sections from control rabbits (Fig. 1B; p<0.01). Furthermore, we found moderate positive correlations between the size of individual plaques and both the area of MPO (r=0.78; p<0.001) and macrophage (r=0.76; p<0.001) immunostaining, and MPO activity (r=0.58; p<0.05) (Figs. S3B/C/D, respectively). Therefore, similar to previous findings 28, these results suggest that as MPO expression and activity increases, so does plaque size.

MPO(Gd) imaging demonstrates increased and prolonged contrast of atherosclerotic aortic wall

To understand the behavior of MPO(Gd) in diseased walls, we performed dynamic imaging following MPO(Gd) injection in three rabbits fed a CH-diet for 17 months (Fig. 2). We then compared the kinetics of the MR signal intensity change within individual plaques (compared to muscle) using MPO(Gd) with those obtained using DTPA(Gd), which has no molecular specificity (Fig. 2B). We found that both DTPA(Gd) and MPO(Gd) had similar contrast enhancement over the first 20 minutes of imaging (Fig. 2A/C), but that in certain areas of the plaques, MPO(Gd) started to demonstrate higher contrast by 30 minutes of imaging (Fig. 2C). By 2 hours an unequivocal, large difference in contrast existed between DTPA(Gd) and MPO(Gd) (Figs. 2B/C and S4A/B), and this difference persisted at nearly the same level over at least 4 hours of imaging (Fig. 2C and S4A). This is consistent with the activated agent being retained in MPO-rich regions. Furthermore, we noted that intraplaque areas that did not enhance strongly on early or late-phase DTPA(Gd) or early-phase MPO(Gd) images were clearly enhanced on delayed MPO(Gd) images (Fig. 2A/B and S4B). By 24 hours, the signal in the plaques had returned to baseline levels (Fig. S4A). Note that the same dose (0.2 mmol/kg) was administered for both agents, and that in the absence of MPO, MPO(Gd) had similar r1 relaxivity as that of DTPA(Gd) (both approximately 4 s-1mM-1 at 1.5 T) and blood half-life (in mice, ~6 minutes) 22. Furthermore, it was noted that the increased enhancement was often not homogeneous within the vessel wall, but was selective, showing focal areas of enhancement that persisted in the late MPO(Gd)-enhanced images but not in the late DTPA(Gd)-enhanced images (Fig. S4A).

MPO(Gd) imaging results in more than two-fold increase in contrast in areas with increased MPO activity

Based on our dynamic imaging results pre-contrast and 2-hour post-contrast imaging using MPO(Gd) and DTPA(Gd) was performed in 8 rabbits fed CH-diet for 28-29 months and 4 age-matched control rabbits. Analysis of the imaging data (Fig. 2D) revealed that in focal areas within diseased wall displaying increased signal there was more than a two-fold increase in the difference in contrast-to-noise ratio at the 2 hour time-point (ΔCNR) compared with the same regions imaged with DTPA(Gd) (p<0.001). In distinction, for normal wall no significant difference in ΔCNR was noted between the two agents (p=0.84) and we also obtained similar ΔCNR values of the normal and diseased wall imaged with DTPA(Gd) (p=0.92). Representative images of normal wall after administration of either MPO(Gd) or DTPA(Gd) over the entire 2 hour period are available in OS text (Fig. S4C). To avoid potential bias, we also performed the same analysis over the entire wall (Fig. 2D). Despite averaging in areas without increased MPO activity, similar results were obtained with a 58% increase in ΔCNR between diseased and normal walls imaged with MPO(Gd) (Fig. 2D; p<0.01). Finally, enhancement ratio (ER) analysis over the entire vessel wall was performed revealing no significant difference between MPO(Gd) and DTPA(Gd) imaging for normal wall (p=0.56), whereas MPO(Gd) administration significantly and consistently enhanced diseased wall to a greater degree than DTPA(Gd) administration (p<0.0001) (Fig. S4D).

To further verify that the focal enhancement observed with MPO(Gd) imaging is not from nonspecific accumulation of MPO(Gd) but from activation by MPO, we synthesized an analog of MPO(Gd), bis-tyr-DTPA(Gd), that is a substrate for peroxidases such as horseradish peroxidase but is not activatable by MPO. We performed comparative imaging in three rabbits with MPO(Gd), bis-tyr-DTPA(Gd), and DTPA(Gd) (Fig. 3). This experiment showed that only MPO(Gd) imaging demonstrated significantly increased ΔCNR (Fig. 3A; p<0.01) and ER (Fig. 3B; p<0.01) supporting that the increased enhancement observed is the result of specific MPO activation of MPO(Gd). The bis-tyr-DTPA(Gd) non-activatable agent demonstrated an enhancement pattern and intensity similar to those of DTPA(Gd) (Fig. 3C), suggesting that the addition of small phenolic groups to a base DTPA molecule does not significantly affect distribution of an agent of this type. Furthermore, only MPO(Gd) imaging allowed the unequivocal identification of MPO rich areas that matched MPO immunohistochemistry (Fig. 3D).

MPO(Gd) imaging reveals areas of increased MPO activity in atherosclerotic plaques

To identify areas of increased MPO activity, and thus “active” inflammation, we compared MR images taken two hours after injection of MPO(Gd) with corresponding sections immunostained for MPO. Two representative sections (Fig. 4A) showed that the areas highlighted by MPO(Gd) imaging matched extremely well to MPO-positive staining. A scatter plot (Figure 4B) compared the positive areas identified on MPO(Gd) imaging to areas of positive MPO immunostaining further validated the imaging findings across all the animals studied. Multivariable regression analysis was performed to investigate any effects of rabbit identity (multiple plaques were analyzed per rabbit) and the various histological measures of plaque composition on the variability in the MR data (Table 1). This analysis revealed a significant relationship between the area of MPO immunostaining and positive MPO(Gd) (p<0.0001). No other measures achieved significance. To further validate the imaging findings, we performed correlation analysis and found that the areas highlighted during MPO(Gd) imaging at 2 hours correlated well to areas stained positive on MPO histopathology (Table 1; r=0.91; p<0.0001). We further compared MPO(Gd) imaging results to macrophage, lipid, and collagen histopathology (Table 1). We found a mild positive correlation of MPO(Gd) imaging with lipid histopathology (r=0.66; p<0.05), but no significant correlation with macrophage or collagen histopathology.

Fig. 4
MPO(Gd) imaging identifies distinct foci of MPO activity in diseased atherosclerotic wall. (A) MPO(Gd) images of diseased wall taken 2 hours after administration revealed focal regions of increased enhancement. These regions correlated well with portions ...

To learn about the regions of the plaque where MPO(Gd) accumulated, we also performed ex vivo imaging of fixed aortic segments from a rabbit sacrificed at 2 hours after MPO(Gd) administration (Fig. 5). We obtained nearly exact matches between the brightest areas in in vivo and ex vivo images. Interestingly, MPO(Gd) accumulated most often in the shoulder regions of the plaque, an area of high mechanical stress 29. In addition, MPO(Gd) appeared to not only be retained in the intima and fibrous cap, but also penetrated into the plaque core.

Fig. 5
Matched in vivo (0.195 × 0.260 × 5 mm3) and ex vivo (0.1 × 0.1 × 0.3 mm3) images of the diseased aorta of a CH-fed rabbit 2 hours after injection of MPO(Gd). Images were aligned with the help of agarose beads adhered with ...


In this study, we showed that MPO activity in rabbit atherosclerotic plaques, and thus biologically relevant active inflammation, can be detected non-invasively using a clinical MR scanner by employing the MPO-activatable agent MPO(Gd). MPO rich areas are selectively enhanced by MPO(Gd) and easily identified 120 minutes post-administration. We verified that the foci of increased intensity on MPO(Gd) imaging co-localized and correlated with MPO-rich areas infiltrated by macrophages on histopathological evaluations. Biochemical assays showed that atherosclerotic plaques possessed elevated MPO activity compared to normal arterial walls, and that MPO activity correlated positively with plaque size. The results demonstrate that in vivo MPO activity is well associated with atherosclerotic plaque development and progression.

Our animal model develops arterial plaques that exhibit several plaque features that have been described as markers of plaque vulnerability in human plaques, including neovascularization and extensive macrophage infiltration 2, 30. Interestingly, some areas within the plaques were rich in macrophages but not in MPO (Figs. 1 and S3), which agrees with the concept of distinct macrophage phenotypes within plaques 17. This was supported by the strong correlation of MPO(Gd) imaging to MPO immunostaining, but not macrophage staining, since areas containing MPO-poor macrophages should not be highlighted by our agent (Table 1). There was also a mild positive correlation of MPO(Gd) imaging with lipid histopathology but not with collagen histopathology (Table 1), consistent with the concept that lipid cores are associated with more advanced unstable plaques and that many of the macrophages that produced MPO were rich in lipid (foam cells). These findings underscore the importance of our functional approach. Furthermore, the plaques in our rabbit model expressed substantially lower amounts of MPO (mean 7.7 U/mg protein) than did human atherosclerotic tissue (mean 251 U/mg protein) 16. While underscoring some differences between rabbit and human plaques, this also has important implications for the translation of this agent for imaging human plaques, since the increased MPO content of human plaques should result in substantially greater signal intensity at sites of MPO(Gd) activation, which could allow lower doses of the agent to be used as well as increasing the sensitivity for detecting plaque vulnerability at the earliest stages of development.

Previous enzyme-sensitive MRI agents are based on a cleavage mechanism to remove masking groups that limit water access 31, albumin binding groups 32, or solubility 33. These studies represented significant advances in imaging agent design. However, to date these prototype agents have not been shown to be effective in vivo without significant manipulations of the test animals (which had been limited to invertebrates and small mammals), and unlike MPO(Gd), cannot be administered intravenously, important for clinical translation. MPO(Gd) achieves signal amplification by enzymatic addition instead of cleavage. In a mouse model of myocardial infarction treated with atorvastatin, we found that MPO(Gd) was sufficiently sensitive to detect a decrease in MPO activity and inflammation 23. Furthermore, MPO(Gd) discriminated between wild type mice with full MPO expression, MPO heterozygous mice with intermediate MPO expression, and MPO knockout mice with no MPO expression. As MPO is highly conserved across mammalian species 34, these and the results in this study confirm high sensitivity and specificity of the agent for MPO activity.

In summary, key advantages of this molecular technology lie in enabling clinical MRI scanning and T1-weighted sequences to identify pathology noninvasively and to localize and track harmful oxidative reactions in atherosclerotic lesions. An additional advantage is the short readout delay between injection and imaging (90-120 minutes). Our study provides initial proof-of-priniciple for a new, more specific imaging approach of inflammation in atherosclerosis by imaging macrophage function and the activity of an effector enzyme, and thus is of direct biological relevance. Unlike measuring the presence of phagocytes, measuring MPO activity in plaques is likely to have greater predictive value on the risk of plaque rupture. This technology thus can localize plaques with significant active inflammation prior to devastating thromboembolic events. Consequently, it could change clinical standards by enabling earlier diagnosis and improved risk-stratification as well as allowing the ability to track the effects of timely, patient-specific interventions.

Supplementary Material



We thank Dr. Gloria Chiang, Allison Lee, Benjamin Bautz, Andre Belisle, Dr. Andrew Alejski, Matthew Ban, and Dr. David Sosnovik for assistance with this work.

Funding Sources: This work was funded in part by the NIH R01-HL078641 to RW and BKR, NIH 5K08HL081170 to JWC and Canadian Institutes of Health Research-Heart and Stroke Foundation of Canada (CIHR-HSFC) CMI-72324 to BKR. BKR holds the Barnett-Ivey Heart and Stroke Foundation of Ontario Research Chair. JAR holds the Great-West Life doctoral research award from the HSFC. ER is supported by the Marie Curie Fellowship.


Disclosures: The authors have no disclosures.

Clinical Trial Registration Information: N/A


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