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Circulation. 2003;107:2120-2126
Published online before print April 7, 2003, doi: 10.1161/01.CIR.0000065249.69988.AA
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(Circulation. 2003;107:2120.)
© 2003 American Heart Association, Inc.


Clinical Investigation and Reports

Strain-Rate Imaging During Dobutamine Stress Echocardiography Provides Objective Evidence of Inducible Ischemia

Jens-Uwe Voigt, MD; Bert Exner; Kristin Schmiedehausen, MD; Cord Huchzermeyer; Udo Reulbach, MD; Uwe Nixdorff, MD, FESC; Günther Platsch, MD; Torsten Kuwert, MD; Werner G. Daniel, MD, FESC; Frank A. Flachskampf, MD, FESC

From the Medizinische Klinik II (J.-U.V., B.E., C.H., U.N., W.G.D., F.A.F.), Nuklearmedizinische Klinik (K.S., G.P., T.K.), and Institut für Medizininformatik, Biometrie, und Epidemiologie (U.R.), Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.

Correspondence to Dr Jens-Uwe Voigt, Medizinische Klinik II, Friedrich-Alexander-Universität Erlangen-Nürnberg, Ulmenweg 18, 91054 Erlangen, Germany. E-mail jens.uwe.voigt{at}gmx.net


*    Abstract
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Background— Interpretation of dobutamine stress echocardiography (DSE) is subjective and strongly dependent on the skills of the reader. Strain-rate imaging (SRI) by tissue Doppler may objectively analyze regional myocardial function. This study investigated SRI markers of stress-induced ischemia and analyzed their applicability in a clinical setting.

Methods and Results— DSE was performed in 44 patients with known or suspected coronary artery disease. Simultaneous perfusion scintigraphy served as a "gold standard" to define regional ischemia. All patients underwent coronary angiography. Segmental strain and strain rate were analyzed at all stress levels by measuring amplitude and timing of deformation and visual curved M-mode analysis. Results were compared with conventional stress echo reading. In nonischemic segments, peak systolic strain rate increased significantly with dobutamine stress (-1.6±0.6 s-1 versus -3.4±1.4 s-1, P<0.01), whereas strain during ejection time changed only minimally (-17±6% versus -16±9%, P<0.05). During DSE, 47 myocardial segments in 19 patients developed scintigraphy-proven ischemia. Strain-rate increase (-1.6±0.8 s-1 versus -2.0±1.1 s-1, P<0.05) and strain (-16±7% versus -10±8%, P<0.05) were significantly reduced (both P<0.01 compared with nonischemic). Postsystolic shortening (PSS) was found in all ischemic segments. The ratio of PSS to maximal segmental deformation was the best quantitative parameter to identify stress-induced ischemia. Compared with conventional readings, SRI curved M-mode assessment improved sensitivity/specificity from 81%/82% to 86%/90%.

Conclusions— During DSE, SRI quantitatively and qualitatively differentiates ischemic and nonischemic regional myocardial response to dobutamine stress. The ratio of PSS to maximal strain may be used as an objective marker of ischemia during DSE.


Key Words: stress • ischemia • echocardiography • coronary disease • scintigraphy


*    Introduction
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Dobutamine stress echocardiography (DSE) is well established for detecting inducible ischemia. Ischemia is defined by a regional reduction or deterioration of myocardial thickening or inward motion of the endocardial border.1–3 Reading DSE is subjective and strongly dependent on experience, making more objective markers desirable.4–6 In animal and human studies, myocardial ischemia also caused a delayed onset and termination of systolic shortening.7–10 However, it is difficult to visually assess this potential sign of ischemia during DSE.11

Echocardiographic strain-rate imaging (SRI)12 reliably measures regional myocardial deformation (strain, {epsilon}) and deformation rate (strain rate, SR) compared with sonomicrometry.13 Left ventricular wall motion is depicted accurately at rest and during acute and chronic ischemia,14–16 including dobutamine-induced ischemia in animal models.17–19 Recent reports on the use of SRI during DSE for viability and ischemia are promising.20,21

Thus, this study investigates regional myocardial strain rate and strain response during DSE in patients and compares the results with conventional DSE reading, perfusion scintigraphy, and coronary angiography.


*    Methods
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*Methods
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Study Population
The study population (Table 1) comprised 44 consecutive patients referred for DSE to detect the presence or absence of inducible ischemia. Fifteen patients had moderate regional wall-motion abnormalities at rest because of previous infarction. Medication was not discontinued. Patients not in sinus rhythm, with bundle-branch block or more than mild valvular heart disease, were excluded. All participants gave written informed consent before the examinations.


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TABLE 1. Characteristics of Patients With and Without Ischemic Response During Dobutamine Stress

Dobutamine Challenge
Patients underwent a standard DSE protocol2 with incremental dobutamine infusion rates of 10, 20, 30, and 40 µg · kg-1 · min-1 for 3 minutes each and up to 2 mg of atropine if necessary. Criteria for terminating the test were achievement of target heart rate of (220-age)x0.85 bpm, development or deterioration of wall-motion abnormalities, angina, ischemic ECG changes, systolic blood pressure increase to >240 mm Hg or decrease to <100 mm Hg, and severe ventricular or supraventricular arrhythmias.

Echocardiographic Image Acquisition
Patients were scanned in the left supine position from an apical window with a Vivid Five ultrasound scanner (GE Vingmed). At baseline, at each step of the DSE, and during recovery, 3 heart cycles of the apical 4-, 3-, and 2-chamber views were captured in conventional 2D and color tissue Doppler mode. The image sector was set as narrow as possible, which resulted in a color tissue Doppler frame rate between 133 and 147 frames per second (temporal resolution, 7.5 to 6.8 ms). Echo data were stored digitally for subsequent offline analysis.

Tissue Doppler Data Processing
A detailed description of the data processing and its theoretical background is provided by Heimdal et al12 and Voigt et al.14,22 We used dedicated research software (TVI 6.0, GE Vingmed, and TVA, J.U. Voigt, University of Erlangen, Germany). Longitudinal strain and strain rate were calculated from color tissue Doppler velocity data (calculation distance, 8 mm). Color-coded strain-rate curved M-modes were reconstructed from each myocardial wall (septal, anteroseptal, anterior, lateral, posterior, and inferior). Wall motion was tracked manually to maintain midwall position. Strain and strain-rate curves were obtained from the middle of the basal, mid, and apical segments of each wall. Thus, an 18-segment model of the left ventricle was used for all further analysis. Three heart cycles were averaged temporally to improve signal-to-noise ratio of the curves. Strain curves were baseline-corrected. Timing of aortic and mitral valve opening (AVO, MVO) and closure (AVC, MVC) was derived from the echo recordings.15

Measurements
We measured peak systolic strain rate (SRpeak sys), the maximum length change during the entire heart cycle ({epsilon}max), strain during ejection time ({epsilon}et), and postsystolic strain ({epsilon}ps), defined as the maximum length change between AVC and the regional onset of myocardial lengthening caused by early mitral filling (Figure 1). Values are expressed in seconds-1 (strain rate) and percent (strain) and are negative in shortening and positive in lengthening myocardium. To account for systolic shortening and overall curve amplitude, the ratios {epsilon}ps/{epsilon}et and {epsilon}ps/{epsilon}max were calculated.



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Figure 1. Examples of ischemic and nonischemic stress response. Left, baseline; right, peak stress. Dotted vertical lines indicate MVC, AVO, AVC, and MVC. a, Two-chamber views with color-coded strain-rate overlay and perfusion scintigraphy images in matching orientation. Stress-induced inferoapical ischemia (red arrow). Markers "apical" and "basal" indicate origin of curves below. b, Strain rate. Typical nonischemic patterns at baseline and in basal curve at peak stress. In ischemic apical region, note delayed onset and end of shortening and low peak systolic strain rate at peak stress. Measurements of SRpeak sys, tbos, and teos relative to AVO and AVC are illustrated. c, Strain curves. Note early systolic bulging (arrow) and marked PSS in inferoapical curve at peak stress. Other curves show typical nonischemic patterns. Measurements of {epsilon}max, {epsilon}et, and {epsilon}ps are illustrated. Note that in strain curves, position of zero line depends only on definition of "beginning" of cardiac cycle and, thus, is arbitrary. d, ECG, time scale.

The beginning of myocardial shortening (tbos) and timing of peak systolic strain rate (tpsr) were measured relative to AVO and the end of shortening (teos) relative to AVC. Values are given in milliseconds and as percentage of ejection time.

Visual Assessment
Conventional 2D recordings were read by an experienced reader blinded to all patient data using a quad screen with synchronized display of baseline, low-dose, peak, and recovery stage. Ischemia was defined as regional reduction or deterioration of radial myocardial thickening in >=1 segment. Subsequently, curved M-modes of longitudinal strain rate were assessed visually. Delayed onset of systolic shortening of >20 to 23 ms (3 frames) after AVC, visible deterioration of systolic shortening, and development of postsystolic shortening (PSS) were considered an ischemic response. Artifacts were identified by their band-like shape (Figure 2).



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Figure 2. Perfusion scintigrams and color-coded strain-rate curved M-modes of a patient’s anteroseptal wall at baseline (left) and during dobutamine stress (right). a, Ischemic response. Note normal strain-rate patterns at rest and delayed onset of myocardial shortening and marked PSS in apical region at peak stress (red arrows). b, Same patient after successful revascularization of the left anterior descending coronary artery. Normal strain-rate patterns both at rest and at peak stress. Middle of lower left curved M-mode shows a typical artifact, identifiable by its band-like shaped color inversion (yellow/blue).

Scintigraphic Image Acquisition and Data Processing
During DSE, the radioactive tracer (99mTc-tracer, Cardiolite, Bristol-Meyers-Squibb) was injected at peak stress, and dobutamine was continued for 2 minutes. Scintigraphic images were acquired within 1 hour. Baseline perfusion scintigraphy was performed before the stress test or the day after. Single-photon emission computed tomography (SPECT) was performed with a Multi-SPECT 3 scanner (Siemens) with a low-energy, high-resolution collimator and a gated acquisition protocol. SPECT data were reconstructed with filtered backprojection and visualized with 20% background correction. Corrected tracer uptake at baseline and at peak stress was quantified and compared (ECT-Tool Box, Siemens). As in echocardiography, 18 myocardial segments were defined and assigned as nonischemic, ischemic, or scarred by an experienced reader blinded to DSE results and other patient data.

Coronary Angiography
Coronary angiograms were obtained within 4±21 days from the stress echo study, and stenosed vessels were quantified (QCA Quantcor, Siemens). A diameter stenosis of >50% was considered inductive of stress ischemia. To account for variable coronary anatomy, a blinded reader experienced in both coronary angiography and echocardiography assigned myocardial segments to the presumed perfusion territories of stenosed vessels, considering the left coronary to generally supply anterior, anteroseptal, and mid and apical septal segments, the circumflex to supply the lateral wall, and the right coronary artery the basal septal and basal and mid inferior segments. The remaining segments were assigned depending on the relative size of the 3 coronaries and their branches.

Statistics
In this study, scintigraphy was the "gold standard" for defining ischemia. Segments with scintigraphic evidence of scar or echocardiographic wall-motion abnormalities at baseline were excluded from the analysis.

If not stated otherwise, all data analysis and comparisons between imaging modalities were performed on a segmental level. Continuous parameters are expressed as mean±SD. Grouped data were tested for normal (gaussian) distribution and equality of SD (Bartlett, Kolmogorov, and Smirnov) and compared by use of a 2-tailed t test. For >2 groups, ANOVA was used. Probability values of P<0.05 were considered statistically significant. Receiver operating characteristics (ROCs) were analyzed for SRI and timing parameters. {kappa} statistics were used to compare 2D echo and strain-rate readings with scintigraphy. Sensitivities and specificities were calculated for 2D echo readings and SRI parameters.


*    Results
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*Results
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No adverse events occurred during DSE. DSE was terminated because of signs of ischemia in 10 patients and after achieving target heart rate in 34 patients. In total, 792 myocardial segments on >=4 stress levels each were analyzable (3786 segments). Eighty segments (10.1%) were excluded because of scintigraphic evidence of scar, echocardiographic wall-motion abnormalities, or abnormal strain-rate patterns at rest. On scintigraphy, 19 of 44 patients (43%) had an ischemic response in 47 of 712 segments (7.3%). All patients with inducible ischemia on scintigraphy had significant stenosis (mean, 80±18%) in the supplying coronary artery. No patient without scintigraphic ischemia had significant coronary stenosis. Patients with and without ischemic response did not differ significantly with respect to age, medication, risk factors, baseline ejection fraction, or average blood pressure and heart rate at baseline and peak stress (Table 1).

Feasibility
Conventional visual wall-motion assessment was possible in 97% of the segments. Quantitative analysis of strain and strain-rate curves was possible in only 85% of the segments because of noise and artifacts. Qualitative visual assessment of curved M-modes, however, was achieved in 95% of the segments. As reported previously, interobserver and intraobserver variability of strain and strain-rate measurements ranged from 5% to 10% in our laboratory.14 The variability of time-interval measurements ranged from 10 to 15 ms.15

Quantitative DSE Analysis
Amplitude of Strain and Strain Rate
Data are exemplified in Figures 1 and 2 and summarized in Figures 3 and 4 and Table 2. Baseline parameters of ischemic and nonischemic segments did not differ significantly. During DSE, SRpeak sys clearly increased in nonischemic segments. In contrast to the slight changes in the averaged data (Figure 3b), individual {epsilon}max and {epsilon}et showed a biphasic response in most nonischemic segments. In ischemic segments at peak stress, {epsilon}et and increase in SRpeak sys were clearly reduced, whereas {epsilon}max remained almost constant.



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Figure 3. Averaged segmental values of a, SRpeak sys and b, {epsilon}et, {epsilon}max at rest, with incremental doses of dobutamine and atropine (atr.), and at recovery (rec.).


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TABLE 2. Strain Rate Imaging Parameters in Segments With Nonischemic (n=665) and Ischemic (n=47) Response During Dobutamine Stress



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Figure 4. Myocardial strain and strain rate in segments with ischemic (gray) and nonischemic (black) stress response. All differences at peak stress are significant (P<0.01). a, SRpeak sys; b, {epsilon}et; c, {epsilon}ps in segments with PSS.

Timing of Myocardial Shortening and PSS
Data are provided in Table 2. In all segments at baseline, segmental systolic shortening began at approximately AVO. SRpeak sys occurred in the first third of ejection time. In most segments, shortening at baseline was systolic only; in two fifths, however, PSS of minor amplitude was found. PSS amplitude did not correlate with blood pressure. At peak stress, nonischemic segments showed a similar pattern.

The ischemic response at peak stress differed significantly: Onset and peak of shortening were delayed, and all segments showed a markedly delayed end of shortening. This ischemia-induced PSS had a significantly higher amplitude than in nonischemic segments.

By ROC analysis, {epsilon}ps/{epsilon}max was the best parameter to identify ischemia (area under the curve, 0.899; P<0.05). An {epsilon}ps/{epsilon}max cutoff of 35% identified patients with ischemia with a sensitivity of 82% and a specificity of 85%. {epsilon}ps/{epsilon}et performed comparably (area under the curve, 0.898; cutoff, 55%; sensitivity, 82%; specificity, 82%). All other SRI parameters had significantly less discriminating power (see Figure 5).



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Figure 5. ROCs for identification of segmental stress-induced ischemia. Area under curve (AUC) is given for different parameters (see text for details). *P<0.05 vs other parameters.

Qualitative DSE Analysis
Conventional 2D Reading
Compared with the scintigraphic gold standard, 78% of the readable ischemic segments were detected by conventional reading. With this, DSE sensitivity and specificity per patient were 81% and 82%, respectively ({kappa}, 0.62).

Strain-Rate Curved M-Mode Reading
In nonischemic segments, baseline and peak stress curved M-mode patterns differed only in hues and the duration of time intervals. The general sequence of lengthening and shortening events remained unchanged.

In stress-induced ischemia, reduction of systolic strain rate (color change) and changes in timing of events (particularly occurrence of PSS) were clearly visible. Of the ischemic segments, 89% were identified, resulting in a DSE test sensitivity and specificity of 86% and 90%, respectively ({kappa}, 0.74) (Figures 2 and 6).



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Figure 6. Sensitivity and specificity for visual DSE test assessment by reading conventional 2D image loops (2D-gray) and strain-rate curved M-modes (SRI-CMM).


*    Discussion
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*Discussion
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Normal Stress Response of Strain and Strain Rate
In normally perfused myocardium, SRpeak sys clearly increased with increasing dobutamine dosage (Figure 3a). This is in agreement with previous studies.17,18 In contrast, averaged {epsilon}max and {epsilon}et changed only little (see Figure 3b), although clear biphasic responses were observed in individual patients. The latter is concordant with reports on animal experiments17,18 and comparable to human studies.23

Strain and Strain-Rate Amplitude in Stress-Induced Ischemia
New or worsening abnormalities of radial wall thickening are the classic echocardiographic signs of ischemia in DSE. Although SRI measures longitudinal deformation, in our study, both {epsilon}et and the increase in SRpeak sys were significantly reduced in ischemic segments, confirming earlier studies.8,13,17,18 Interestingly, {epsilon}max of ischemic segments remained almost constant because of the increasing or newly occurring PSS.

Timing of Regional Deformation and PSS
Only in ischemia, tbos and teos increased significantly because of delayed contraction and marked PSS (Figure 1). Both have been known for years to be markers of myocardial dysfunction.9,10 The mere presence of PSS, however, is not specific for ischemia, because it is often found at rest,8,15 in our study in two fifths of all segments at baseline. At peak stress, PSS was found in 100% of the ischemic but also in 47% of the nonischemic segments.

Criteria for Defining Stress-Induced Ischemia
Simple amplitude cutoffs for {epsilon}et or SRpeak sys to identify ischemia during DSE performed rather poorly (Figure 5). Reasons may be both noisy strain-rate signals and differing contractile states of the individuals. Assessing timing by SRI is less sensitive to noise, which may explain the better performance of teos (as a measure of PSS) and the good curved M-mode reading results. To separate "ischemic" from "nonischemic" PSS and to increase the specificity of this highly sensitive marker of ischemia, its amplitude relative to maximum shortening (which incorporates systolic shortening) was analyzed. During ischemia, {epsilon}ps/{epsilon}max increases because of PSS and reduced systolic shortening. {epsilon}ps/{epsilon}max was the best quantitative parameter to define stress-induced ischemia in DSE (similar to {epsilon}ps/{epsilon}et but significantly better than all other parameters).

Clinical Implications
DSE is based on the visual assessment of regional myocardial function and thus is subjective. SRI is feasible in the clinical setting, measures longitudinal myocardial deformation directly independently of translation, and offers parameters comparable and possibly superior to the visually assessed regional (radial) wall thickening. PSS is a well-known sign of ischemia. Because of its relatively low amplitude and, in particular, its short-lived nature, however, its visual recognition (known as "contraction asynchrony") is difficult.11 SRI allowed us to quantify PSS and, with a cutoff value of {epsilon}ps/{epsilon}max >35%, resulted in a sensitivity of 82% and specificity of 85% for the detection of stress-induced ischemia.

A particularly practical approach is the visual comparison of color-coded strain-rate curved M-modes at baseline and during stress, because they combine information on the delayed onset of shortening and deterioration of systolic function (akinesia, yellow to green; dyskinesia, yellow to blue) and are highly sensitive to the occurrence of PSS. Our data suggest that visual interpretation of strain-rate curved M-modes is more accurate than conventional visual DSE assessment (sensitivity, 86% versus 81%; specificity, 89% versus 82%; see Figure 6).

Limitations
Strain and strain-rate measurements are subject to noise, angle artifacts, and interindividual variability. Therefore, relative parameters (in particular, {epsilon}ps relative to {epsilon}max or {epsilon}et) and time intervals should be preferred.

A further limitation of SRI is that currently, unlike visual or magnetic resonance analysis, only apical scanning offers comparable information on all segments, which restricts analysis to longitudinal deformation only. However, the good spatial and unrivaled temporal resolution of SRI make it uniquely suited to assess short-lived regional phenomena like PSS.

In our analysis, we omitted segments with wall-motion abnormalities at rest for the sake of clarity. Further studies will be needed to address SRI characteristics of scar, partial scar, and dysfunctional but viable myocardium during DSE.

Although SRI analysis is currently still time consuming, it is clinically applicable, and with modest software improvements, measurements will be a matter of a few minutes at most, similar to flow Doppler.

Conclusions
Doppler SRI is feasible and able to objectively differentiate ischemic and nonischemic myocardium. In particular, the delayed end of myocardial shortening after AVC (PSS) identifies stress-induced ischemia with high sensitivity and if amplitude of PSS ({epsilon}ps/{epsilon}max or {epsilon}ps/{epsilon}et) is considered, good specificity, possibly superior to that of conventional visual DSE assessment.


*    Acknowledgments
 
This work was supported in part by the "ELAN-Programm" of Erlangen University.

Received November 12, 2002; revision received February 7, 2003; accepted February 7, 2003.


*    References
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up arrowResults
up arrowDiscussion
*References
 

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P. Reant, L. Labrousse, S. Lafitte, P. Bordachar, X. Pillois, L. Tariosse, S. Bonoron-Adele, P. Padois, C. Deville, R. Roudaut, et al.
Experimental Validation of Circumferential, Longitudinal, and Radial 2-Dimensional Strain During Dobutamine Stress Echocardiography in Ischemic Conditions
J. Am. Coll. Cardiol., January 15, 2008; 51(2): 149 - 157.
[Abstract] [Full Text] [PDF]


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J Am Coll CardiolHome page
T. P. Abraham and A. C. Pinheiro
Speckle-Derived Strain: A Better Tool for Quantification of Stress Echocardiography?
J. Am. Coll. Cardiol., January 15, 2008; 51(2): 158 - 160.
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Eur Heart JHome page
F. Weidemann, M. Niemann, S. Herrmann, M. Kung, S. Stork, C. Waller, M. Beer, F. Breunig, C. Wanner, W. Voelker, et al.
A new echocardiographic approach for the detection of non-ischaemic fibrosis in hypertrophic myocardium
Eur. Heart J., December 2, 2007; 28(24): 3020 - 3026.
[Abstract] [Full Text] [PDF]


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CirculationHome page
T. P. Abraham, V. L. Dimaano, and H.-Y. Liang
Role of Tissue Doppler and Strain Echocardiography in Current Clinical Practice
Circulation, November 27, 2007; 116(22): 2597 - 2609.
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Eur Heart JHome page
L. Hanekom, G.-Y. Cho, R. Leano, L. Jeffriess, and T. H. Marwick
Comparison of two-dimensional speckle and tissue Doppler strain measurement during dobutamine stress echocardiography: an angiographic correlation
Eur. Heart J., July 2, 2007; 28(14): 1765 - 1772.
[Abstract] [Full Text] [PDF]


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Am. J. Physiol. Heart Circ. Physiol.Home page
H. Thibault, L. Gomez, E. Donal, G. Pontier, M. Scherrer-Crosbie, M. Ovize, and G. Derumeaux
Acute myocardial infarction in mice: assessment of transmurality by strain rate imaging
Am J Physiol Heart Circ Physiol, July 1, 2007; 293(1): H496 - H502.
[Abstract] [Full Text] [PDF]


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Eur Heart JHome page
T. H. Marwick
Straining to detect ischaemia
Eur. Heart J., June 6, 2007; (2007) ehm166v1.
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Eur Heart JHome page
F. Weidemann, P. Jung, C. Hoyer, J. Broscheit, W. Voelker, G. Ertl, S. Stork, C. E. Angermann, and J. M. Strotmann
Assessment of the contractile reserve in patients with intermediate coronary lesions: a strain rate imaging study validated by invasive myocardial fractional flow reserve
Eur. Heart J., June 2, 2007; 28(12): 1425 - 1432.
[Abstract] [Full Text] [PDF]


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J Am Coll CardiolHome page
C.-M. Yu, J. E. Sanderson, T. H. Marwick, and J. K. Oh
Tissue Doppler Imaging: A New Prognosticator for Cardiovascular Diseases
J. Am. Coll. Cardiol., May 15, 2007; 49(19): 1903 - 1914.
[Abstract] [Full Text] [PDF]


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J Am Coll CardiolHome page
C. Bjork Ingul, A. Stoylen, S. A. Slordahl, R. Wiseth, M. Burgess, and T. H. Marwick
Automated analysis of myocardial deformation at dobutamine stress echocardiography: an angiographic validation.
J. Am. Coll. Cardiol., April 17, 2007; 49(15): 1651 - 1659.
[Abstract] [Full Text] [PDF]


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Eur Heart JHome page
L. Lucats, B. Ghaleh, X. Monnet, P. Colin, A. Bize, and A. Berdeaux
Conversion of post-systolic wall thickening into ejectional thickening by selective heart rate reduction during myocardial stunning
Eur. Heart J., April 1, 2007; 28(7): 872 - 879.
[Abstract] [Full Text] [PDF]


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CirculationHome page
C. B. Ingul, E. Rozis, S. A. Slordahl, and T. H. Marwick
Incremental Value of Strain Rate Imaging to Wall Motion Analysis for Prediction of Outcome in Patients Undergoing Dobutamine Stress Echocardiography
Circulation, March 13, 2007; 115(10): 1252 - 1259.
[Abstract] [Full Text] [PDF]


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J Am Coll CardiolHome page
J. D. Thomas and Z. B. Popovic
Assessment of Left Ventricular Function by Cardiac Ultrasound
J. Am. Coll. Cardiol., November 21, 2006; 48(10): 2012 - 2025.
[Abstract] [Full Text] [PDF]


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Eur J EchocardiogrHome page
K. M. Modesto, S. Cauduro, A. Dispenzieri, B. Khandheria, M. Belohlavek, P. Lysyansky, Z. Friedman, M. Gertz, and T. P. Abraham
Two-dimensional acoustic pattern derived strain parameters closely correlate with one-dimensional tissue Doppler derived strain measurements
Eur J Echocardiogr, August 1, 2006; 7(4): 315 - 321.
[Abstract] [Full Text] [PDF]


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J Am Coll CardiolHome page
T. H. Marwick
Measurement of Strain and Strain Rate by Echocardiography: Ready for Prime Time?
J. Am. Coll. Cardiol., April 4, 2006; 47(7): 1313 - 1327.
[Abstract] [Full Text] [PDF]


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Eur. J. Cardiothorac. Surg.Home page
G. D. Buckberg, A. Mahajan, B. Jung, M. Markl, J. Hennig, and M. Ballester-Rodes
MRI myocardial motion and fiber tracking: a confirmation of knowledge from different imaging modalities
Eur. J. Cardiothorac. Surg., April 1, 2006; 29(Suppl_1): S165 - S177.
[Abstract] [Full Text] [PDF]


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CirculationHome page
L. Hanekom, C. Jenkins, L. Jeffries, C. Case, J. Mundy, C. Hawley, and T. H. Marwick
Incremental Value of Strain Rate Analysis as an Adjunct to Wall-Motion Scoring for Assessment of Myocardial Viability by Dobutamine Echocardiography: A Follow-Up Study After Revascularization
Circulation, December 20, 2005; 112(25): 3892 - 3900.
[Abstract] [Full Text] [PDF]


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CirculationHome page
S. Langeland, J. D'hooge, P. F. Wouters, H. A. Leather, P. Claus, B. Bijnens, and G. R. Sutherland
Experimental Validation of a New Ultrasound Method for the Simultaneous Assessment of Radial and Longitudinal Myocardial Deformation Independent of Insonation Angle
Circulation, October 4, 2005; 112(14): 2157 - 2162.
[Abstract] [Full Text] [PDF]