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(Radiology. 1999;213:751-758.)
© RSNA, 1999


Cardiac Imaging

Cardiac Motion of Coronary Arteries: Variability in the Rest Period and Implications for Coronary MR Angiography1

Yi Wang, PhD, Erez Vidan, BS and Geoffrey W. Bergman, MD

1 From the Departments of Radiology (Y.W., E.V.) and Medicine (G.W.B.), Joan and Sanford I. Weill Medical College, Cornell University, 1300 York Ave, New York, NY 10021. From the 1998 RSNA scientific assembly. Received September 21, 1998; revision requested November 10; final revision received March 5, 1999; accepted April 29. Supported in part by research grants from the Whitaker Foundation and EPIX Medical. Address reprint requests to Y.W. (e-mail: yiwang@mail.med.cornell.edu).


    Abstract
 TOP
 Abstract
 Introduction
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 References
 
PURPOSE: To measure the duration of the rest period in the cardiac cycle, a parameter vital to data acquisition in coronary magnetic resonance (MR) angiography.

MATERIALS AND METHODS: Motion of coronary arteries was measured in 13 patients by using breath-hold, biplane, conventional angiography, with frontal and lateral projections of the left and right coronary arteries acquired at 30 frames per second. The time courses of the coordinates of bifurcations of proximal parts of the coronary arteries were measured, from which the rest period (motion < 1 mm in orthogonal axes), velocity, displacement range, motion correlation, and reproducibility from heartbeat to heartbeat were estimated.

RESULTS: Both the motion pattern and the amplitude varied substantially from patient to patient. The rest period varied from 66 to 333 msec (mean, 161 msec) for the left coronary artery and from 66 to 200 msec (mean, 120 msec) for the right coronary artery.

CONCLUSION: The rest period for coronary arteries in the cardiac cycle varies substantially from patient to patient, which may cause quality to be inconsistent in current coronary MR angiography. A cardiac motion image prior to coronary data acquisition (preimage) may be used to estimate the optimal duration and timing in the cardiac cycle for coronary MR angiography.

Index terms: Coronary angiography, 54.1244 • Coronary arteries, MR, 54.12142 • Heart, flow dynamics, 54.12142, 54.1244, 54.761 • Magnetic resonance (MR), artifact, 54.12142


    Introduction
 TOP
 Abstract
 Introduction
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 References
 
Magnetic resonance (MR) angiography offers great potential for the diagnosis of coronary artery disease (124). The primary challenge for coronary MR angiography is to overcome the effects of motion of the coronary arteries due to respiration and cardiac contraction. Previous efforts to reduce motion artifacts in coronary MR angiography centered on respiratory motion (811,14,1819,2224). Techniques such as navigator-echo–based gating and triggering have been developed to reduce respiratory motion artifacts (18,19,2224).

However, the quality and accuracy of coronary MR angiography remain variable (4,7,16,17,2527). An important cause of image-quality variability may be the motion due to cardiac contraction. In reported coronary MR angiographic studies, data were acquired in a 100–160-msec window within the cardiac cycle. Considerable coronary motion due to cardiac contraction may exist in this period. Reducing such cardiac motion effects in coronary MR angiography requires quantitative information on the motion of the coronary arteries throughout the cardiac cycle. Quantitative information on coronary motion during the cardiac cycle is important not only for coronary MR angiography, but also for coronary flow quantification (28).

Although cardiac motion occurs in both systole and diastole, it is said to be minimal at middiastole. Thus, coronary image data have been acquired at middiastole (124). However, there is little quantitative information on this so-called rest period. In-plane coronary motion has been measured by using respiratory-triggered cine MR imaging (28). Motion depicted in cine MR imaging is not in real-time but is averaged over many heartbeats. Such measurements were performed in a fixed plane, so the "motion" observed was not the motion of a fixed point on the coronary artery but the appearance of different points along the coronary artery as the vessel moved through the fixed plane. Furthermore, cine MR imaging still lacks adequate spatial resolution and image quality for precise measurement of coronary motion.

More precise data could be derived from biplane, cine, conventional angiography (29,30). Motion of bifurcation points on the left coronary artery has been used to evaluate ventricular wall motion (3134). We performed this study to measure the duration of the rest period in the cardiac cycle, a parameter vital to data acquisition in coronary MR angiography. This article is a report of our study findings on the motion of coronary arteries by using conventional x-ray angiography. Motion parameters important for coronary MR angiography, such as the rest period, velocity, and spatial correlation, were measured. Details are reported in the following sections.


    MATERIALS AND METHODS
 TOP
 Abstract
 Introduction
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 References
 
Our institutional review board approved this study, and informed consent was obtained from all patients enrolled in this study. To obtain data for coronary arterial motion, biplane, cine, conventional angiograms were obtained during a 10-second breath hold at inspiration immediately following a routine diagnostic angiographic study in 15 patients with normal ventricular function and minimal coronary artery disease (less than 40%-luminal-diameter stenosis in a major epicardial coronary artery). Orthogonal frontal and lateral projections of both the left coronary artery (LCA) and the right coronary artery (RCA) were acquired by using a Biplane Integris H system (Philips Medical Systems International, Best, the Netherlands). Images were obtained in a 512 x 512 matrix at 30 frames per second and were stored in DICOM (Digital Imaging and Communications in Medicine) format on a medical optical disk (Philips Medical Systems). The images acquired from two of the patients showed some respiratory motion artifact and were therefore omitted from the study.

Easily recognizable points on the proximal parts of the coronary arteries (defined by major branching points, such as the left main bifurcation, the circumflex obtuse marginal artery origin, the left anterior descending diagonal artery origin, the right acute marginal artery origin, and the posterior descending artery origin) were used as anatomic landmarks for measuring displacement of the coronary arteries during the cardiac cycle. Three landmarks were usually used in defining motion for the LCA: the left anterior descending and circumflex branches and the left main bifurcation (Fig 1a). Two landmarks were used in the motion measurements of the RCA: the RCA acute marginal origin and the posterior descending artery origin (Fig 1b). The motion of these landmarks was measured by using the spatial coordinates of each point in a series of consecutive frames from each projection (craniocaudal or superoinferior and right-left in the frontal projection, superoinferior and anteroposterior in the lateral projection). Fifty frames were used in 11 patients, while 40 and 60 frames were used in the two remaining patients.



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Figure 1a. Conventional arteriograms used for measuring coronary arterial motion in two patients. (a) Lateral projection of the LCA. Three landmarks were identified: the left anterior descending marginal artery origin (solid arrow 1), the left main bifurcation (solid arrow 2), and the circumflex obtuse marginal artery origin (solid arrow 3). (b) Frontal projection of the RCA. Two landmarks were identified: the RCA acute marginal artery origin (solid arrow 1) and the posterior descending artery origin (solid arrow 2). The arrowhead indicates the 2-mm catheter, which can be used to scale pixels to millimeters. In a and b, A = anterior, I = inferior, L = left, P = posterior, R = right, S = superior.

 


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Figure 1b. Conventional arteriograms used for measuring coronary arterial motion in two patients. (a) Lateral projection of the LCA. Three landmarks were identified: the left anterior descending marginal artery origin (solid arrow 1), the left main bifurcation (solid arrow 2), and the circumflex obtuse marginal artery origin (solid arrow 3). (b) Frontal projection of the RCA. Two landmarks were identified: the RCA acute marginal artery origin (solid arrow 1) and the posterior descending artery origin (solid arrow 2). The arrowhead indicates the 2-mm catheter, which can be used to scale pixels to millimeters. In a and b, A = anterior, I = inferior, L = left, P = posterior, R = right, S = superior.

 
Measurements were made by manually positioning a cursor over each of the landmarks, and the spatial coordinates were recorded by using software (Osiris Medical Imaging software, version 3.12; University Hospital of Geneva, Switzerland). When a branching point (chosen landmark) salient in the frontal projection was obstructed by the main artery in the lateral projection, a different adjacent branching point was used for the landmark in the lateral projection. Two authors (Y.W., E.V.) performed these measurements by consensus. The coordinate values of the landmarks in pixels were then converted to millimeters by using the pixel width of the 6-F (2-mm) catheter as a scaling reference (4 pixels per millimeter for most cases).

The duration of the cardiac cycle was obtained from the periodicity in the time course of the landmarks. The rest period of a coronary artery was defined such that the displacement of the coronary artery during the rest period was less than 1 mm in any orthogonal (superoinferior, anteroposterior, and right-left) direction. The maximal displacement in any direction during such a defined rest period is less than {surd}3 mm.

The duration of the rest period of coronary arteries was estimated in a four-step process (Table): (a) The consecutive frames during which the coordinate value changed less than 1 mm were identified for both coordinates of all landmarks in both projections (coordinate rest period). (b) The intersection (common frames) of the two coordinate rest periods corresponding to the two coordinates of that landmark in that projection were then derived for all landmarks in both projections (landmark rest period). (c) The intersection of all landmark rest periods corresponding to all landmarks in that projection were derived for both projections (projection rest period). (d) The intersection of both projection rest periods was derived to give the rest period of a coronary artery.


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Determination of the Rest Period Duration for a Coronary Artery in a Patient
 
An example of this procedure is illustrated in the Table. The number of frames was then converted to time (30 frames per second) to give the duration of the rest period for that particular patient. To minimize possible error in manually positioning the cursor over the landmark, the cine angiograms were reexamined to visually determine if the calculated rest periods were logical, and minimal modifications were made to correct any discordance due to manual cursor positioning.

A general relationship between duration and motion occurred, in that duration was also measured from each landmark's time courses. We implemented the following computer program to find the duration for a given allowed motion range. The middle point in the rest period (defined in two paragraphs before this) was used as a starting point to search for the duration, and the search was performed forward and backward in time. The search was repeated over all possible relative positions of the seed in the motion range to ensure that the identified duration corresponded to the maximal number of contiguous frames.

The collected data were further analyzed to estimate the motion ranges and velocities for both transverse and longitudinal directions for each landmark in each projection. Correlation coefficients among measured time courses were calculated to determine the extent of correlation between different landmarks and the relationship between correlation coefficient and spatial separation. The coordinates of landmarks at rest periods in the two to three cycles measured were compared to check if the coronary arteries return to the same location from heartbeat to heartbeat.


    RESULTS
 TOP
 Abstract
 Introduction
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 References
 
There was considerable variation from patient to patient in the motion patterns and motion ranges. The motion patterns were detailed in the time course of every landmark in both longitudinal and transverse directions. Two examples are shown in Figure 2. From the periodicity of the curves, the duration of the cardiac cycle was determined. Cycle durations ranged from 30 beats per minute to 100 beats per minute (mean, 63 beats per minute) in the 13 patients in the study group.



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Figure 2a. Graphs demonstrate the time course of motion of coronary artery landmarks as measured on cine conventional arteriograms. (a) Superoinferior and anteroposterior motion of the three landmarks (SI1, SI2, SI3 and AP1, AP2, AP3) in the LCA in Figure 1a. (b) Superoinferior and right-left motion of the two landmarks (SI1, SI2, RL1, RL2) in the RCA in Figure 1b. From these time course graphs, the cardiac cycle duration for the patient can be obtained by noting the periodicity of the graph. Also, rest periods (arrows) can be visualized by noting the frames where all of the curves remain virtually flat. In a and b, AP = anteroposterior, RL = right-left, SI = superoinferior, and the subscript numbers refer to the number of the landmark.

 


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Figure 2b. Graphs demonstrate the time course of motion of coronary artery landmarks as measured on cine conventional arteriograms. (a) Superoinferior and anteroposterior motion of the three landmarks (SI1, SI2, SI3 and AP1, AP2, AP3) in the LCA in Figure 1a. (b) Superoinferior and right-left motion of the two landmarks (SI1, SI2, RL1, RL2) in the RCA in Figure 1b. From these time course graphs, the cardiac cycle duration for the patient can be obtained by noting the periodicity of the graph. Also, rest periods (arrows) can be visualized by noting the frames where all of the curves remain virtually flat. In a and b, AP = anteroposterior, RL = right-left, SI = superoinferior, and the subscript numbers refer to the number of the landmark.

 
The duration of the rest period for each patient is shown in Figure 3. The rest period for the LCA was longer than that for the RCA in eight of the 13 patients. The rest duration ranged from two to 10 frames (66–333 msec; mean, 161 msec) for the LCA and from two to six frames (66–200 msec; mean, 120 msec) for the RCA. Over the range of heart rates measured, with a transition point at 55 beats per minute, as the heart rate increased, the rest period for both coronary arteries decreased; the decrease was approximately according to a Fermi function of sigmoid shape: (f0 - f{infty})/{1 + exp[(t - tc)/{tau})] + f{infty}}, where f0 is the initial value, f{infty} is the final value, t is time, tc is the transition point, and {tau} is the transition interval. At heart rates faster than 65 beats per minute, the rest periods for the LCA and the RCA approach 66 msec asymptotically. At heart rates slower than 45 beats per minute, the rest period reaches 333 msec for the LCA and 200 msec for the RCA.



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Figure 3. Graph demonstrates the rest period for the coronary arteries versus the heart rate in 13 patients. The duration of the rest period decreases as the heart rate increases (approximate Fermi function). The LCA tends to have a longer rest period than the RCA. For a heart rate less than 45 beats per minute, the rest period is approximately 200 and 300 msec for the RCA and the LCA, respectively. As the heart rate increases from 45 to 65 beats per minute, the rest period decreases to about 70 msec for both coronary arteries. For the heart rate greater than 65 beats per minute, the rest period stays at 70 msec.

 
The duration for a given allowed motion range increased monotonically as the allowed motion increased. The duration and the rate of increase at a given allowed motion depended on the patient, projection, landmark, and coordinate. Like the many patterns of time courses, the curves of the duration versus the allowed motion demonstrated a variety of patterns. Figure 4 illustrates four examplesof such curves. (In our convention, a single frame duration is taken to be the duration for zero motion, which results in an intersection of the duration axis by all curves at 33 msec.)



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Figure 4. Graph demonstrates the duration of a given allowed motion range. This graph was derived from the time course of landmarks in Figure 2a (SI3, AP3) and 2b (SI2, RL2). As expected, the duration increases when more motion is allowed.

 
The velocities of the landmarks over 100 msec immediately preceding and following the calculated rest periods are shown in Figure 5. Velocities before the rest period ranged from 0 to 6.2 cm/sec (mean, 1.56 cm/sec) for LCA landmarks and from 0.4 to 9.8 cm/sec (mean, 2.60 cm/sec) for RCA landmarks. Following the rest period, velocities ranged from 0 to 12.3 cm/sec (mean, 3.59 cm/sec) for LCA landmarks and from 0.8 to 21.8 cm/sec (mean, 9.15 cm/sec) for RCA landmarks. RCA landmarks exhibited larger velocities than LCA landmarks. The velocity before the rest period was smaller than the velocity after the rest period in 63 (85%) of 74 LCA landmarks and in 47 (89%) of 53 RCA landmarks. This indicates gradual slowing before the rest period was reached and abrupt motion once the rest period had ended. For RCA landmarks, the velocities following the rest period decreased as the heart rate increased. No dependence on heart rate was observed for LCA velocities.



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Figure 5. Graph demonstrates the velocity of coronary landmarks versus the heart rate. Velocities were measured over the 100 msec immediately preceding and following the calculated rest periods. The RCA has larger velocities than the LCA. For RCA landmarks, velocities following the rest period increase as the heart rate decreases.

 
Maximum displacement ranges for all landmarks are illustrated in Figure 6. Motion ranges measured in the frontal projections (superoinferior and right-left ranges) are plotted in Figure 6a, and motion ranges measured in lateral projections (superoinferior and anteroposterior ranges) are plotted in Figure 6b. In the frontal projections, the maximum displacement measured for the LCA ranged from 3.14 to 20.00 mm (mean, 7.57 mm) in the right-left direction and from 4.5 to 16.0 mm (mean, 8.92 mm) in the superoinferior direction; correspondingly, the maximum displacement measured for the RCA ranged from 8.75 to 30.00 mm (mean, 18.43 mm) in the right-left direction and from 2.75 to 15.25 mm (mean, 8.89 mm) in the superoinferior direction.



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Figure 6a. Graphs demonstrate longitudinal and transverse displacement ranges of coronary landmarks. (a) Superoinferior and right-left displacement ranges of landmarks measured in all frontal projections for both coronary arteries. (b) Superoinferior and anteroposterior displacement ranges of landmarks measured in all lateral projections for both coronary arteries. The RCA has a similar longitudinal displacement but a larger transverse displacement than does the LCA. (c) Displacement ranges of all landmarks plotted against the heart rate. As seen from the plot, no relationship exists between the heart rate and the coronary displacement ranges.

 


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Figure 6b. Graphs demonstrate longitudinal and transverse displacement ranges of coronary landmarks. (a) Superoinferior and right-left displacement ranges of landmarks measured in all frontal projections for both coronary arteries. (b) Superoinferior and anteroposterior displacement ranges of landmarks measured in all lateral projections for both coronary arteries. The RCA has a similar longitudinal displacement but a larger transverse displacement than does the LCA. (c) Displacement ranges of all landmarks plotted against the heart rate. As seen from the plot, no relationship exists between the heart rate and the coronary displacement ranges.

 


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Figure 6c. Graphs demonstrate longitudinal and transverse displacement ranges of coronary landmarks. (a) Superoinferior and right-left displacement ranges of landmarks measured in all frontal projections for both coronary arteries. (b) Superoinferior and anteroposterior displacement ranges of landmarks measured in all lateral projections for both coronary arteries. The RCA has a similar longitudinal displacement but a larger transverse displacement than does the LCA. (c) Displacement ranges of all landmarks plotted against the heart rate. As seen from the plot, no relationship exists between the heart rate and the coronary displacement ranges.

 
In the lateral projections, the maximum displacement measured for the LCA ranged from 4.25 to 16.57 mm (mean, 7.72 mm) in the anteroposterior direction and from 2.57 to 13.66 mm (mean, 7.96 mm) in the superoinferior direction; correspondingly, the maximum displacement measured for the RCA ranged from 6.00 to 41.78 mm (mean, 23.72 mm) in the anteroposterior direction and from 3 to 22 mm (mean, 9.86 mm) in the superoinferior direction.

Figure 6a and 6b show that the longitudinal displacement for both arteries was very similar. However, the transverse displacement for the RCA was more than twice that for the LCA, especially in the lateral projections. There was no obvious relationship between the heart rate and the displacement ranges (Fig 6c).

Correlation coefficients were calculated for each image set and were plotted against the distance between landmarks during the resting frames (Fig 7). Of all the 271 points, 114 (42%) had correlation coefficients above 0.9, while 187 (69%) had correlation coefficients above 0.8. A substantial number of points (84 [31%] of the 271 points), including the points close to each other on the same coronary artery, did not correlate well (r < 0.8).



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Figure 7. Graph demonstrates the distances between coronary landmarks versus the correlation of the coordinate time courses of those landmarks. Distances were measured at the rest period frames in both frontal (front) and lateral (lat) projections. This plot indicates that the motion of landmarks in the same artery is not always correlated. Also, there is no relationship between the distance between landmarks and their motion correlation.

 
The coordinates of coronary landmarks during the rest period varied less than 0.5 mm from heartbeat to heartbeat in the adjacent two to three cycles measured in all patients, which indicates that the heart returned to the same location. There was no change in the estimated rest period in the measured two to three cycles.


    DISCUSSION
 TOP
 Abstract
 Introduction
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 References
 
Our results demonstrate that the pattern of coronary motion during the cardiac cycle, including the duration for a given allowed motion, varies substantially from patient to patient. The rest period of the coronary arteries ranged from 66 to 333 msec and decreased approximately according to a Fermi function, with a transition point at 55 beats per minute, as the heart rate increased. The rest period was typically preceded by a gradual slowing of motion and was always followed by abrupt motion. The proximal part of the RCA moved more than twice as much as the proximal part of the LCA, and the landmarks of the RCA exhibited larger velocities. Motion of different points on the coronary arteries was not always correlated. The coronary artery at the rest period returned to the same location from heartbeat to heartbeat.

The measurements of the rest period are consistent with known cardiac physiology. The rest period (diastasis of diastole) shortens as the heart rate increases. This may be explained by the current understanding that the duration of active contraction and relaxation of the myocardium (systole) is less variable in the same patient and that among different patients the difference in systolic duration is smaller than the difference in systolic duration. We do not know of any quantitative electrophysiology that explains the Fermi function. (Fermi function fitting is more accurate than the linear, power, exponential, and gaussian fittings. All fittings have little value for the very slow [<45–beats per minute] heart rate, where there is only one point.)

The gradual slowing of motion prior to the rest period observed in most cases may correspond to the filling of ventricles. The abrupt motion observed at the end of the rest period may correspond to the atrial systole at the late part of diastole. The measured motion ranges for both the RCA and the LCA are consistent with those in previous studies (28,32). The phenomenon in which the proximal part of the RCA moves more than twice as much as the LCA and exhibits larger velocities may be explained by the pulling of the cardiac base (relative lack of contracting muscle) toward the apex during cardiac contraction. The lack of spatial correlation of coronary motion may be due to the independence of the many individual myocardial muscles. The heart is normally confined tightly in the pericardial sac; therefore, it returns to the same rest period location in the thoracic trunk when there is no respiration and no change in cardiac output.

These results are highly valuable for developing methods to reduce cardiac motion effects in coronary MR angiography. That the coronary artery returns to the same rest period location makes coronary MR angiography possible. In current coronary MR angiographic techniques, the data acquisition time during the cardiac cycle is typically 100–160 msec. Although this duration is approximately the mean rest duration we measured, certain patients will have actual rest periods shorter than this duration, as we have seen in patients with fast heart rates. Therefore, cardiac motion effects in current coronary MR angiography may be substantial in these patients. This may be the primary source of quality variation reported in respiratory-gated coronary MR angiographic studies (4,7,16,17,2527). On the other hand, the data acquisition duration in current coronary MR angiography can be lengthened for certain patients, such as those with slow heart rates, to shorten the imaging time and to increase the signal-to-noise ratio and spatial resolution without increasing cardiac motion effects.

To minimize cardiac motion effects, coronary MR angiographic data acquisition should be limited to the rest period. The variability of the rest period indicates that the data acquisition window in the cardiac cycle should be adjusted for each patient. Figure 3 indicates that the acquisition period may be 60, 60–200, or 200 msec (300 msec if imaging only the LCA) for a heart rate above 65 beats per minute, 45–65 beats per minute, or below 45 beats per minute, respectively.

The precise rest period for heart rates of 45–65 beats per minute and the delay from the electrocardiographic trigger (QRS interval) in general may require further estimation for each patient. This may be achieved by using electrocardiographically triggered continuous navigator echoes acquired through the heart (35). The profile of the heart can be sampled at approximately 30 frames per second. From such an M-mode–like navigator-echo record, the motion of the heart and particularly the rest period can be identified. Accordingly, the optimal acquisition duration and the electrocardiographic trigger delay may be quickly estimated from this navigator motion image prior to coronary data acquisition (preimage), and the use of optimal timing in the cardiac cycle for coronary MR angiographic data acquisition may substantially reduce cardiac motion effects in coronary MR angiography.

Limiting data acquisition in coronary MR angiography to the rest period may be important for reducing cardiac motion effects. It may require a long imaging time when the rest period is short. The typical gradual motion prior to the rest period may allow us to extend data acquisition beyond the rest period into the time interval preceding the rest period. The effects due to gradual motion may be minimized by using techniques such as phase reordering (36,37). The lack of uniform spatial correlation of coronary motion in the cardiac cycle may indicate that image artifacts caused by cardiac motion over the entire cardiac cycle can be difficult to reduce; accordingly, data acquisition duration cannot be extended to the entire cardiac cycle.

The electrocardiographic waveform synchronized to coronary conventional angiograms was not available, and the temporal location of the rest period in the cardiac cycle was not determined in this study. The temporal location of the rest period may be easily obtained by using an M-mode navigator-motion preimage, as suggested above. The temporal resolution for all time measurements (rest periods, durations, and heart rates) was 33 msec (frame duration), which may cause large relative error in these time measurements. However, these time measurements still hold value for guiding MR imaging study. Two to three adjacent heartbeats were measured quantitatively, and there was no change in the rest period or the rest position of the coronary arteries. Variation of the rest position and the duration from heartbeat to heartbeat is expected to be minimal when there is no change in cardiac output and respiration is suspended, because the heart is tightly confined to the pericardial sac.

When coronary bifurcations well depicted in the frontal projection were obscured in the lateral projection, immediately adjacent bifurcations were chosen in the lateral projection for motion measurement. This should not affect the estimation of rest period, motion velocity, motion range, or spatial correlation reported in this study. The 4-pixel criterion limited possible motion in the rest period to be less than 1, 1.4, and 1.7 mm in any orthogonal axis, any orthogonal plane, and any direction, respectively. Although the depth-dependent amplification in projection imaging may affect the accuracy of absolute motion measurement, verification with cine angiographic movies ensured that motion was minimal during the identified rest period.

In summary, the motion pattern of coronary arteries and the rest period of the coronary arteries in particular vary from patient to patient. To minimize the effects of cardiac contraction in coronary MR angiography, a cardiac motion preimage may be used to estimate the optimal timing for data acquisition during the cardiac cycle.


    Footnotes
 
Abbreviations: LCA = left coronary artery RCA = right coronary artery

Author contributions: Guarantor of integrity of entire study, Y.W.; study concepts and design, Y.W.; definition of intellectual content, Y.W.; literature research, E.V., Y.W.; clinical studies, G.W.B.; data acquisition, G.W.B.; data analysis, E.V., Y.W.; statistical analysis, E.V., Y.W.; manuscript preparation, E.V., Y.W.; manuscript editing, E.V., G.W.B., Y.W.; manuscript review, Y.W.


    References
 TOP
 Abstract
 Introduction
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 References
 

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