OBJECTIVE: The aim of this study was to investigate the reproducibility of anterior-posterior diameter (APdmax) and three-dimensional lumen volume (3DLV) measurements of abdominal aortic aneurysms (AAA) in a classical murine AAA model. We also compared the magnitude of change in the aortic size detected with each method of assessment. METHODS: Periadventitial application of porcine pancreatic elastase (PPE AAA) or sham surgery was performed in two cohorts of mice. Cohort 1 was used to assess for observer variability with the APdmax and 3DLV measurements. Cohort 2 highlighted the relationship between APdmax and 3DLV and changes in AAA detected. RESULTS: There was no significant observer variability detected with APdmax measurement. Similarly, no significant intraobserver variability was evident with 3DLV; however, a small but significant interobserver difference was present. APdmax and 3DLV measurements of PPE AAA significantly correlated. However, changes in the AAA morphology were detected earlier with 3DLV. CONCLUSION: APdmax and 3DLV are both reliable methods for measuring an AAA. Both these methods correlate with each other. However, changes in AAA morphology were detected earlier with 3DLV, which is important to detect subtle but important changes to aortic geometry in a laboratory setting. 3DLV measurement of AAA is a simple, reproducible, and comprehensive method for assessing changes in disease morphology. The Author(s). This is an open access article published by Thieme under the terms of the Creative Commons Attribution License, permitting unrestricted use, distribution, and reproduction so long as the original work is properly cited. (https://creativecommons.org/licenses/by/4.0/).
OBJECTIVE: The aim of this study was to investigate the reproducibility of anterior-posterior diameter (APdmax) and three-dimensional lumen volume (3DLV) measurements of abdominal aortic aneurysms (AAA) in a classical murine AAA model. We also compared the magnitude of change in the aortic size detected with each method of assessment. METHODS: Periadventitial application of porcine pancreatic elastase (PPE AAA) or sham surgery was performed in two cohorts of mice. Cohort 1 was used to assess for observer variability with the APdmax and 3DLV measurements. Cohort 2 highlighted the relationship between APdmax and 3DLV and changes in AAA detected. RESULTS: There was no significant observer variability detected with APdmax measurement. Similarly, no significant intraobserver variability was evident with 3DLV; however, a small but significant interobserver difference was present. APdmax and 3DLV measurements of PPE AAA significantly correlated. However, changes in the AAA morphology were detected earlier with 3DLV. CONCLUSION: APdmax and 3DLV are both reliable methods for measuring an AAA. Both these methods correlate with each other. However, changes in AAA morphology were detected earlier with 3DLV, which is important to detect subtle but important changes to aortic geometry in a laboratory setting. 3DLV measurement of AAA is a simple, reproducible, and comprehensive method for assessing changes in disease morphology. The Author(s). This is an open access article published by Thieme under the terms of the Creative Commons Attribution License, permitting unrestricted use, distribution, and reproduction so long as the original work is properly cited. (https://creativecommons.org/licenses/by/4.0/).
An abdominal aortic aneurysm (AAA) is a progressive focal aortic dilation. In humans, the maximal anteroposterior aortic diameter (APd
max
) on ultrasound (USS) is typically used to quantify aortic size.
1
Murine AAA models (e.g., periadventitial porcine pancreatic elastase [PPE]
2
) can be used to gain biological insights and trial novel therapeutics in the preclinical laboratory setting. However, while the normal human aortic APd
max
may be up to 3 cm, the murine aortic APd
max
maybe up to 60 times smaller.
3
Despite this, the APd
max
is routinely utilized in preclinical research using murine AAA models.
4
5While such a measurement can detect the presence or absence of AAA, we hypothesize that it may not be able to accurately detect subtle but important changes to aneurysm geometry which occur in response to manipulation of pertinent genes relating to aneurysm biology or following administration of novel disease-modifying substances. Furthermore, single APd
max
measurement also neglects the length of the aneurysmal segment and hence may not be the optimal marker of disease severity in the preclinical setting and arguably in the clinical setting.
6
7Measurement of three-dimensional lumen volume (3DLV) of murine AAA using USS has good correlation with volumetric reconstruction of histological sections through the same aorta.
8
However, this technique requires specialist equipment to capture high-frequency, high-resolution data, and standardization of the region of interest studied and gating for cardiac and respiratory motion. The operator must be able to identify and demarcate the correct aortic segment and must have access to software available to facilitate rapid semiautomated quantification of the aortic volume. The inter- and intraobserver variability of the 3D USS technique remain unreported and the differences in the capability to detect aneurysmal change compared with APd
max
remains unclear.The primary aim of this study was to present a standardized method for 3DLV ultrasound of the infrarenal aorta in mice in the context of PPE-induced AAA and to investigate observer reproducibility compared with APd
max
. Second, we compared the differences in measurements using the two methods for detecting the presence of an AAA using serial scanning following PPE application to the aorta. We also assessed the magnitude of the changes in the AAA detectable with each method of measurement.
Materials and Methods
Murine Porcine Pancreatic Elastase Abdominal Aortic Aneurysm Model
Male C57BL6/J mice were purchased from Charles River (
, United Kingdom) and used for experiments at 12 weeks of age. Animals were housed in GM500 cages (Techniplast, Italy) with a 12-hour light/dark cycle and free access to standard chow diet and triple-filtered drinking water. Each cage contained a dome home and chew sticks as environmental enrichment. The animals were housed at a maximum of five per cage.Midline laparotomy was performed under recovery isofluorane anesthesia and the aorta exposed using blunt dissection and PPE or saline applied to the aorta for 5 minutes, as described by Bhamidipati et al.
2
The peritoneal cavity was washed out three times with normal saline and the abdominal wall closed in layers with Vicryl sutures. Two independent cohorts of mice (cohort A and cohort B) were used in this study. Cohort A was used to assess observer variability in USS measurements. Cohort B was used to assess single APd
max
/3D USS measurement sensitivity in detection of aortic dilation.Animal work was performed in accordance with the UK Animals, Scientific Procedures Act 1986. This study was performed under existing institutional approval (the Home Office Project License PPL: P606320FB). All investigators undertook additional training to obtain Home Office personal animal licenses.
In Vivo High-Resolution Ultrasound
All mice were prepared by fur removal shaving (Contura, Weller) and deepilation (Veet) of the anterior abdominal wall from the costal margins (superior margin) to the pubis (inferior margin) and midaxillary line to midaxillary line (lateral margins). Ultrasound was performed with a Vevo2100 high-frequency preclinical micro USS (Visualsonics, the Netherlands). This included an automatic motor, an MS-550D probe (40 MHz frequency), a heated platform with electrocardiogram and respiratory recording, and a thermometer. Transverse imaging was performed on a layer of aquasonic gel (Parker Labs, the Netherlands). All imaging was gated for respiration and triggered at 50 ms after the r wave, as this corresponded to peak dilation in the infrarenal abdominal aorta. Mice were imaged under recovery isoflurane anesthesia.The APd
max
(inner-to-inner) was calculated from a single electrocardiography-gated Kilohertz Visualization (EKV) recording which was made in the brightness (“B”) mode at the largest section of the aorta (
Fig. 1
). The 3DLV was calculated from serial transverse images recorded along an 11.96-mm segment caudally from the left renal artery (157 frames at 0.076 mm intervals). These images were reconstructed into a 3D image by the VevoLab (Visualsonics, the Netherlands) software package (
Fig. 1
).
Fig. 1
Example images from the Vevo2100 demonstrating anterior–posterior diameter (APd
max
) and three-dimensional lumen volume (3DLV) measurements in sham control and periadventitial porcine pancreatic elastase (PPE) treated mice. A, anterior, Ca, caudal; Cr, cranial; L, left; P, posterior; R, right.
Example images from the Vevo2100 demonstrating anterior–posterior diameter (APd
max
) and three-dimensional lumen volume (3DLV) measurements in sham control and periadventitial porcine pancreatic elastase (PPE) treated mice. A, anterior, Ca, caudal; Cr, cranial; L, left; P, posterior; R, right.
Image Segmentation
Image analysis for both the APd
max
and 3DLV was performed in VevoLab v1.7.0 (Visualsonics, the Netherlands). The inner-to-inner aortic diameter was measured in millimeters from the single slice cross-sectional EKV recording to obtain the APd
max
. However, to assess the 3DLV, the inner lumen was manually traced every forth slice recorded below the left renal artery. The software subsequently rendered the manual tracings to derive a volumetric output in cubic millimeters (mm
3
).
Assessment of Observer Variability
To assess for the observer variability, APd
max
and 3DLV measurements were recorded from imaging performed at day 14 post surgery (i.e., PPE or sham). Two independent trained observers (i.e., observer 1 [O1] and observer 2 [O2]) recorded measurements blinded to the measurements of the other and to the surgery performed on the animal (sham or PPE). Both observers were doctoral students who were trained by an independent expert coinvestigator with at least 5 years' experience in murine and human USS. O1 had a basic science background and O2 was a resident in vascular surgery with prior experience in USS. O2 measured the images twice (O2a and O2b) blinded to the results from his previous measurement to determine intraobserver variability. Images were presented to each observer in a random order.
Detection of Aneurysm Growth
For comparative analysis, of APd
max
and 3DLV measurements, imaging was performed preoperatively and then every 3 to 5 days postoperatively for 14 days in an independent cohort of mice. Single observer (O2) measurements were utilized as this was likely to reflect routine laboratory practice. At each time point, APd
max
measurements were compared with 3DLV measurements of both sham and PPE mice. Percentage change over time in aortic dilation (compared with baseline) detected by each measurement technique was assessed.
Statistical Analysis
Differences in observer measurements were evaluated using Bland–Altman plots with limits of agreement (LOA), Pearson's correlation, and two-sample
t
-tests. The relationship between APd
max
and 3DLV measurements was assessed using Pearson's correlation and linear regression analysis. Differences in measurements between the groups (i.e., sham and PPE) at time points were evaluated using two-sample tests. Measurements were reported as a mean ± standard deviation (SD). Percentage change detected with each technique was evaluated using scatter plots and the lines of best fit.Statistical analyses were performed using Minitab (Minitab, PA). A
p
-value < 0.05 was considered significant.
Results
In total, cohort A consisted of 10 mice (7 PPE and 3 sham) and cohort B of 14 mice (9 PPE and 5 sham). There was no case of aneurysm rupture or death during the study.
Observer Variability
There were no significant interobserver differences (mean difference: −0.05, LOA: 0.14–0.24,
p
= 0.100;
Fig. 2A
) or intraobserver differences (mean difference: −0.03 mm, LOA: 0.16 to −0.21,
p
= 0.36;
Fig. 2B
) in the measurement of the APd
max
. Despite a strong positive correlation (
r
= 0.98,
p
< 0.001), there was a small but significant difference in the interobserver variability in 3DLV measurements (mean difference: −1.38, LOA: 1.58 to −4.34,
p
= 0.008;
Fig. 2C
). There were also no significant intraobserver differences in 3DLV measurements (mean difference: −0.55, LOA: 1.19 to −2.28,
p
= 0.053;
Fig. 2D
). Measurements of both the APd
max
and 3DLV were also well correlated between O1 and O2 (
Fig. 2
). Repeated measurements of the APd
max
and 3DLV by O2 (i.e., O2a and O2b) were also well correlated (
Fig. 2
).
Fig. 2
Bland–Altman plots and correlation analysis of: (
A
) interobserver variations in anterior–posterior diameter (APd
max
) measurements, (
B
) intra-observer variations in APd
max
measurements, (
C
) interobserver variation in three-dimensional lumen volume (3DLV) measurements and (
D
) intraobserver variation in 3DLV measurements. Adj., adjusted; O1, observer 1; O1a, first image by observer 1; O2, observer 2; O2a, first image by observer 2; O2b, second image by observer 2.
Bland–Altman plots and correlation analysis of: (
A
) interobserver variations in anterior–posterior diameter (APd
max
) measurements, (
B
) intra-observer variations in APd
max
measurements, (
C
) interobserver variation in three-dimensional lumen volume (3DLV) measurements and (
D
) intraobserver variation in 3DLV measurements. Adj., adjusted; O1, observer 1; O1a, first image by observer 1; O2, observer 2; O2a, first image by observer 2; O2b, second image by observer 2.
Measurement Techniques
We observed significant positive correlations between APd
max
and 3DLV measurements in cohort B overall (
r
= 0.83,
p
< 0.001). This trend remained evident in subanalysis of aortic measurements in mice which had undergone PPE surgery (
r
= 0.70,
p
< 0.001;
Fig. 3
). However, this correlation was not apparent in measurements from mice which had undergone sham surgery only (
r
= 0.24,
p
= 0.5;
Fig. 3
).
Fig. 3
Relationship between anterior–posterior diameter (APd
max
) and three-dimensional lumen volume (3DLV) measurements in mice treated with periadventitial porcine pancreatic elastase (PPE; open squares) and sham controls (closed circles). The solid lines represent the associations between the two measurements for the sham (
r
= 0.24, adjusted
R
2
= − 0.06,
p
= 0.5) and PPE groups (
r
= 0.70, adjusted
R
2
= 0.46,
p
< 0.001).
Relationship between anterior–posterior diameter (APd
max
) and three-dimensional lumen volume (3DLV) measurements in mice treated with periadventitial porcine pancreatic elastase (PPE; open squares) and sham controls (closed circles). The solid lines represent the associations between the two measurements for the sham (
r
= 0.24, adjusted
R
2
= − 0.06,
p
= 0.5) and PPE groups (
r
= 0.70, adjusted
R
2
= 0.46,
p
< 0.001).Both measurements, APd
max
and 3DLV, were able to detect the presence of AAA at the standard time point of the model (i.e., 14-day postoperatively;
Fig. 4
). Absolute mean differences between the sham and PPE groups were 0.66 ± 0.11 mm for APd
max
and 5.72 ± 0.56 mm
3
for 3DLV. However, the 3DLV technique was able to identify a statistically significant aneurysmal dilatation at an earlier time point than the APd
max
method (
Fig. 4A
and
B
). Furthermore, the percentage increase in sequential aortic measurements compared with baseline over the course of the 14 days was approximately two-fold greater using 3DLV measurements compared with APd
max
(
Fig. 4C
). For example, a 50% increase in aortic measurements was seen after approximately 3 days using 3DLV measurements compared with nearly 7 days using APd
max
measurements (
Fig. 4C
). This was also reflected in the different rates of growth detected (i.e., 3DLV slope 12.3 versus APd
max
slope 5.7;
Fig. 4C
).
Fig. 4
Differences in aortic measurements using anterior–posterior diameter (APd
max
) (
A
) and three-dimensional lumen volume (3DLV) (
B
) in sham controls (closed circles) and periadventitial porcine pancreatic elastase (PPE) treated mice (open squares). Percentage change in aortic size detected with time (
C
) with APd
max
(open circles) compared with 3DLV (closed squares). The time taken to detect a 50% increase in abdominal aortic size is shown with the dotted lines.
Differences in aortic measurements using anterior–posterior diameter (APd
max
) (
A
) and three-dimensional lumen volume (3DLV) (
B
) in sham controls (closed circles) and periadventitial porcine pancreatic elastase (PPE) treated mice (open squares). Percentage change in aortic size detected with time (
C
) with APd
max
(open circles) compared with 3DLV (closed squares). The time taken to detect a 50% increase in abdominal aortic size is shown with the dotted lines.
Discussion
We describe a standardized method for APd
max
and 3DLV assessment of the abdominal aorta in the PPE murine model of AAA using a Vevo2100 high-resolution preclinical ultrasound system. 3DLV provides a simple, reproducible, and comprehensive measurement of geometric changes in the infrarenal aorta in mice comparable to traditional APd
max
measurement.
9
10
However, 3DLV can detect aneurysmal changes earlier than APd
max,
and the magnitude of the detectable difference is also larger. This likely relates to the capture of the entire length of the aneurysmal segment when utilizing 3DLV measurement, rather than a single slice which may fail to capture subtle changes.This is supported by the data from contemporary studies, which demonstrated that two-dimensional (2D) USS techniques overlook regional differences evident with volumetric USS quantification.
11
Furthermore, 3DLV measurement of murine aorta has been demonstrated to highly correlate with more sensitive modalities, such as computer tomography and magnetic resonance imaging, as well as histological assessment of aneurysmal aorta.
8
12
13
Despite these observations, 2D USS assessment of murine aorta remains the dominant strategy.
9
10
The results of our study may help preclinical researcher interpret and compare the results between studies utilizing the two differing measurement techniques.Similar to our method, Soepriatna et al
11
utilized cardiac and respiratory gating capturing multiple images over the aneurysmal segment of the aorta. However, they utilized the angiotensin II (AngII) AAA murine model. However, direct comparisons between 2D and volumetric measurements of the murine aortic were not reported as described in our study. Importantly, they highlighted volumetric USS to take between two and four times longer than 2D measurements, which may explain the reluctance for routine adoption in basic science research.While strong positive correlations in measurements with each method between observers were seen, there were significant absolute differences in the 3DLV measurements between observers. To calculate the 3DLV, the observer is required to delineate the aortic lumen from the surrounding anatomy. This method is, therefore, subject to the operator's interpretation of the grayscale sonographic images as to exactly where this boundary exists. Small differences in the positioning of the measuring calibers between observers are then incurred across multiple frames of analysis. Despite this small potential for absolute differences, it is reassuring that the observations are well correlated between observers. This suggests that observers can reliably identify the same boundaries consistently across different animals, but that there will still be subtle differences between different observers. Therefore, we recommend single observer measurement, blinded to treatment allocation, of all imaging in a single experiment.We evaluated 3DLV measurements in only the periluminal PPE AAA model based on the expertise of our group. However, the technique can also be applied to the intraluminal PPE model or the CaCl
2
models using the protocol described. For the AngII AAA model,
14
where the aneurysm has a propensity to form in the suprarenal segment of the abdominal aorta, the same approach could be adapted by setting the region of interest to capture images 12-mm cranially starting from the right renal artery.
Limitations of the Study
We solely utilized male mice, as they were more likely to develop an AAA and also due to the high prevalence of AAA disease in the male population.
15
16
We did not feel it necessary to validate APd
max
and 3DLV in the AngII AAA model or female mice, as the underlying mathematical relationships between the measurement techniques should theoretically be the same. However, based on our findings, we would advocate the use of 3DLV in AAA murine experimentation utilizing female mice, as it may facilitate the detection of subtle changes within the aorta.
Conclusion
In conclusion, the ability to detect changes in the abdominal aorta with 3DLV measurements makes this technique ideally suited to evaluate gene or treatment effects which modulate AAA development and progression in the preclinical setting. 3DLV measurement may detect clinically significant changes that would be plagued by type-I error when using APd
max
.
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