Anthony Maroun1, Justin Baraboo1, Suvai Gunasekaran1, Julia Hwang1, Sophia Liu1, Daniel Kim1, Philip Greenland2, Rod Passman3, Bradley Allen1, Michael Markl1, and Maurice Pradella1,4
1Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States, 2Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States, 3Department of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States, 4Department of Radiology, University Hospital Basel and University of Basel, Basel, Basel, Switzerland
Synopsis
The
biplane area-length method is routinely used in clinical settings for left
atrial volume (LAV) estimation. This technique is time-resolved but relies on
geometrical assumptions of an ellipsoidal shape to estimate the LAV. In contrast,
quantification derived from 3D segmentations on late gadolinium-enhanced magnetic resonance imaging and contrast-enhanced magnetic resonance angiography are static but do not rely
on geometric assumptions. We compared the LAV estimation from these 3 methods in
patients with atrial fibrillation and found a significant underestimation by the biplane area-length technique, indicating
that this method may not capture the entire LAV in patients with complex
anatomy.
Introduction
Left atrial (LA) volume (LAV) is an important
marker of cardiovascular morbidity and mortality in the general population, and a predictor of adverse
outcomes in atrial fibrillation (AF)1,2. There are several approaches with cardiac
magnetic resonance imaging (MRI) for measuring LAV. The most common approach is
the biplane area-length (BAL) technique which estimates LAV from 2D cine MRI in
2- and 4-chamber orientation based on geometric
assumptions (ellipsoid shape of the LA)3. BAL can provide time-resolved
LAV for the estimation of minimum and maximum atrial volumes. However, the well-known
variability of LA size and shape in patients with AF may limit the application of BAL4. Alternative approaches are based on
true 3D imaging such as late gadolinium-enhanced 3D MRI (3D-LGE-MRI) and
contrast-enhanced 3D magnetic resonance angiography (3D-CE-MRA). The advantage
of 3D imaging is that it does not assume a geometric shape; the disadvantage of this technique is that it provides a static quantification. The
purpose of this study was to compare the LAV estimation from the BAL method with
the LAV acquired from 3D segmentation of CE-MRA and LGE-MRI in a large cohort
of patients with AF.Methods
Fifty-five
consecutive AF patients (62.4±10.4 years; 41 male) who underwent a standard-of-care
clinical cardiac MRI were retrospectively included in this study. The cardiac
MRI scans were performed on 1.5T systems (Siemens Healthineers, Germany) and included 3D-CE-MRA
and ECG-gated 3D-LGE-MRI (mid-diastole) acquisitions, as well as standard 2 and
4-chamber, retrospectively ECG-gated, steady-state free precision cine imaging.
3D-CE-MRA was performed using the twist technique after the administration of gadobutrol
at a dose of 0.2 mmol/kg (Gadavist, Bayer Healthcare Pharmaceuticals, USA). 3D-LGE-MRI
sequences were conducted in mid/end-diastole, 20 minutes after contrast agent administration5.
Biplane
Area-length Method
LA
contours on 2- and 4-chamber series were semi-automatically defined by a
radiologist with 3 years of experience, using a commercial software (Circle,
Canada) (Figure 1A). Left atrial appendage (LAA) and pulmonary veins were
excluded, and the border between the LA and the left ventricle was delineated
by the mitral annular plane. Two volume estimations were extracted from the
volume-time curves at two different time-points of the cardiac cycle: LA
minimal volume at end-diastole (BALmin), and LA maximal volume at end-systole
before mitral valve opening (BALmax). BALmax was used as the clinical reference
standard.
3D
Late Gadolinium-Enhanced MRI and 3D Contrast-Enhanced Magnetic Resonance
Angiography
3D
LA segmentations on 3D-CE-MRA (Figure 1B) and 3D-LGE-MRI (Figure 1C) were
performed by an observer with one year of experience, using two commercial
software (Mimics, Materialise, Belgium, and ADAS3D, Galgo Medical, Spain, respectively). The LAA was routinely included in the 3D-LGE-MRI segmentations
but excluded in the 3D-CE-MRA segmentations.
Statistical
Analysis
Normality
was assessed using the Kolmogorov-Smirnov test, and differences between LAV measurements
were compared with the paired two-tailed student’s t-test. The Pearson
correlation was performed, and Bland-Altman plots were carried out to evaluate
the bias and limits of agreement (LOA).
A p value <0.05 was considered statistically significant. Results
Baseline
characteristics of the patients are shown in Table 1. We observed a
significant difference between BALmax (mean: 85.6±42.1ml) and both 3D-LGE-MRI
(vs. mean: 115.6±42.1ml, bias: -29.9ml, LOA: 71.5ml, p<0.001) and 3D-CE-MRA
(vs. mean: 109.2±40.2ml, bias: -23.5ml, LOA: 52.5ml, p<0.001).
However, pairwise comparison did not yield any significant difference between
volume quantification from 3D-LGE-MRI and 3D-CE-MRA (bias: 6.4ml, LOA: 52.4ml,
p=0.08) (figure 2). The relationship between the three studied
methods is summarized in figure 3. Despite the difference in volumes, good
correlation was observed when comparing BALmax vs. 3D-CE-MRA (r=0.79, p<0.001)
and 3D-LGE-MRI vs. 3D-CE-MRA (r=0.79, p<0.001), but moderate-good
correlation for BALmax vs. 3D-LGE-MRI (r=0.62, p<0.001).Discussion
The
main finding of our study is that the routinely used BALmax estimation,
although acquired at maximal volume, significantly underestimated LAV compared
to 3D methods. This suggests that the BAL technique which relies on geometric
assumptions for a normally shaped LA may not capture the entire LAV in patients
with AF.
Previous
studies compared the BAL to a 3D-based, time-resolved model from Cine
segmentation in patients with no known history of AF and found an underestimation
of maximal LAV by the BAL method6,7. Our results agree with these prior reports,
but we observed a higher absolute bias between BAL and 3D methods which may
indicate that in AF, atriums
have a more distorted anatomy from an ellipsoidal
shape compared to other atrial pathologies. Furthermore,
3D-CE-MRA and 3D-LGE-MRI volumes did not show a significant difference in
paired analysis. This could also attest to the superiority of 3D techniques over 2D time-resolved estimations in assessing maximal LA volume.
Limitations
This
study did not include non-AF patients or healthy controls as a reference and
lacked an assessment of interobserver variability. Conclusion
The
routinely used BAL method underestimates LA volume in atrial fibrillation
compared to measurements derived from 3D segmentations on 3D-LGE-MRI and 3D-CE-MRA.
Thereby, our results suggest that the geometric assumption of an ellipsoidal LA
shape, which is the underlying principle of the BAL method, does not reflect
the complex geometry of the LA in patients with AF. Future work should focus on including
patients with different cardiac pathologies as well as healthy controls, and assessing
interobserver variability.Acknowledgements
No acknowledgement found.References
1. Khan MA, Yang EY, Zhan Y, Judd RM, Chan W, Nabi F, Heitner JF, Kim RJ, Klem I, Nagueh SF, Shah DJ. Association of left atrial volume index and all-cause mortality in patients referred for routine cardiovascular magnetic resonance: a multicenter study. J Cardiovasc Magn Reson. 2019 Jan 7;21(1):4.
2. Hamatani Y, Ogawa H, Takabayashi K, Yamashita Y, Takagi D, Esato M, Chun YH, Tsuji H, Wada H, Hasegawa K, Abe M, Lip GY, Akao M. Left atrial enlargement is an independent predictor of stroke and systemic embolism in patients with non-valvular atrial fibrillation. Sci Rep. 2016 Aug 3;6:31042.
3. Kuusisto JK, Järvinen VM, Sinisalo JP. Validation of 3D echocardiographic volume detection of left atrium by human cadaveric casts. BMC Med Imaging. 2018 Nov 15;18(1):43.
4. Zareian M, Ciuffo L, Habibi M, Opdahl A, Chamera EH, Wu CO, Bluemke DA, Lima JA, Venkatesh BA. Left atrial structure and functional quantitation using cardiovascular magnetic resonance and multimodality tissue tracking: validation and reproducibility assessment. J Cardiovasc Magn Reson. 2015 Jul 1;17(1):52.
5. Gunasekaran S, Haji-Valizadeh H, Lee DC, Avery RJ, Wilson BD, Ibrahim M, Markl M, Passman RS, Kholmovski EG, Kim D. Accelerated 3D Left Atrial Late Gadolinium Enhancement in Patients with Atrial Fibrillation at 1.5 T: Technical Development. Radiol Cardiothorac Imaging. 2020 Oct 15;2(5):e200134.
6. Wandelt LK, Kowallick JT, Schuster A, Wachter R, Stümpfig T, Unterberg-Buchwald C, Steinmetz M, Ritter CO, Lotz J, Staab W. Quantification of left atrial volume and phasic function using cardiovascular magnetic resonance imaging-comparison of biplane area-length method and Simpson's method. Int J Cardiovasc Imaging. 2017 Nov;33(11):1761-1769.
7. Nanni S, Westenberg JJ, Bax JJ, Siebelink HM, de Roos A, Kroft LJ. Biplane versus short-axis measures of the left atrium and ventricle in patients with systolic dysfunction assessed by magnetic resonance. Clin Imaging. 2016 Sep-Oct;40(5):907-12.