The Journal of Thoracic and Cardiovascular Surgery
Volume 125, Issue 1 , Pages 135-143, January 2003

Mechanism of higher incidence of ischemic mitral regurgitation in patients with inferior myocardial infarction: Quantitative analysis of left ventricular and mitral valve geometry in 103 patients with prior myocardial infarction☆☆

From the First Department of Internal Medicine,a Department of Public Health,b Kagoshima University School of Medicine, Kagoshima, Japan, and the Cardiac Ultrasound Laboratory,c Massachusetts General Hospital, Boston, Mass

Received 7 February 2001; accepted 17 July 2002.

Article Outline

Abstract 

Objective: The mechanism of higher incidence of ischemic mitral regurgitation in patients with inferior compared with anterior myocardial infarction despite less global left ventricular remodeling and dysfunction is controversial. We hypothesized that inferior myocardial infarction causes left ventricular remodeling, which displaces posterior papillary muscle away from its normal position, leading to ischemic mitral regurgitation. Methods: In 103 patients with prior myocardial infarction (61 anterior and 42 inferior) and 20 normal control subjects, we evaluated the grade of ischemic mitral regurgitation on the basis of the percentage of Doppler jet area, left ventricular end-diastolic and end-systolic volumes, midsystolic mitral annular area, and midsystolic leaflet-tethering distance between papillary muscle tips and the contralateral anterior mitral annulus, which were determined by means of quantitative echocardiography. Results: Global left ventricular dilatation and dysfunction were significantly less pronounced in patients with inferior myocardial infarction (left ventricular end-systolic volume: 52 ± 18 vs 60 ± 24 mL, inferior vs anterior infarction, P< .05; left ventricular ejection fraction: 51% ± 9% vs 42% ± 7%, P < .0001). However, the percentage of mitral regurgitation jet area and the incidence of significant regurgitation (percentage of jet area of 10% or greater) was greater in inferior infarction (percentage of jet area: 10.1% ± 7.5% vs 4.4% ± 7.0%, P = .0002; incidence: 16/42 (38%) vs 6/61 (10%), P < .0001). The mitral annulus (area = 8.2 ± 1.2 cm2 in control subjects) was similarly dilated in both inferior and anterior myocardial infarction (9.7 ± 1.7 vs. 9.5 ± 2.3 cm2, no significant difference), and the anterior papillary muscle-tethering distance (33.8 ± 2.6 mm in control subjects) was also similarly and mildly increased in both groups (35.2 ± 2.4 vs 35.2 ± 2.8 mm, no significant difference). However, the posterior papillary muscle-tethering distance (33.3 ± 2.3 mm in control subjects) was significantly greater in inferior compared with anterior myocardial infarction (38.3 ± 4.1 vs 34.7 ± 2.9 mm, P = .0001). Multiple stepwise regression analysis identified the increase in posterior papillary muscle-tethering distance divided by body surface area as an independent contributing factor to the percentage of mitral regurgitation jet area (r2 = 0.70, P < .0001). Conclusions: It is suggested that the higher incidence and greater severity of ischemic mitral regurgitation in patients with inferior compared with anterior myocardial infarction can be related to more severe geometric changes in the mitral valve apparatus with greater displacement of posterior papillary muscle caused by localized inferior basal left ventricular remodeling, which results in therapeutic implications for potential benefit of procedures, such as infarct plication and leaflet or chordal elongation, to reduce leaflet tethering.

J Thorac Cardiovasc Surg 2003;125:135-43

 

Ischemic mitral regurgitation (MR) is a vexing complication that adversely affects patients' prognoses.1, 2, 3, 4, 5, 6, 7, 8 However, many clinical questions regarding ischemic MR are still controversial.1, 2, 3, 4, 5, 6, 9 One such question is the mechanism for a higher incidence of ischemic MR in patients with inferior myocardial infarction (MI) compared with those having anterior MI.7, 10 This higher incidence has been explained by posterior papillary muscle (PM) dysfunction in the right coronary artery territory.1, 2 However, PM dysfunction per se fails to cause ischemic MR.11, 12, 13 Alternatively, left ventricular (LV) remodeling, dilatation, and dysfunction leading to geometric changes in the mitral apparatus, including PM displacement and annular dilatation, have been proposed to cause ischemic MR (Figure 1).13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24

  • View full-size image.
  • Fig. 1. 

    Leaflet-tethering hypothesis for the mechanism of mitral leaflet tenting and functional MR: left, normal leaflet tethering in a normal subject; right, augmented leaflet tethering resulting in apical displacement of the mitral leaflets and MR caused by LV dilation, systolic LV regional wall motion abnormalities, or both. MLT, Mitral leaflet tenting; LA, left atrium; Ao, aorta; AML, anterior mitral leaflet; PML, posterior mitral leaflet.

However, patients with inferior MI typically present with less global LV remodeling and dysfunction,25 despite their higher incidence of ischemic MR.

Left anterior descending artery occlusion causes extensive ischemia, mainly in the anteroseptal and apical region, with minor direct involvement of the posteriorly positioned mitral valve apparatus.26 In contrast, right coronary artery occlusion causes less extensive LV ischemia but with direct involvement of important components of the mitral apparatus, including the basal inferior LV wall adjacent to the posterior PM and mitral annulus. Gorman and colleagues27 demonstrated experimentally that LV dilatation without prominent geometric changes in the mitral valve apparatus with anteroseptal MI does not cause ischemic MR, whereas posterior MI with mitral valve annular and posteromedial PM geometric changes causes MR in a sheep model. Thus it might also be expected that localized inferior basal LV remodeling in patients with inferior MI can potentially cause greater geometric changes in the mitral valve apparatus with displacement of posterior PM, despite lesser global LV remodeling and dysfunction than that seen in patients with anterior MI. Therefore the purpose of this study was to test the hypothesis that the higher incidence of ischemic MR in patients with inferior MI is associated with less global LV dilatation and dysfunction but with greater deformity of the mitral valve apparatus compared with that seen in patients with anteroseptal MI.

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Methods 

Study subjects 

Subjects consisted of 20 normal control subjects and 103 patients with prior MI, including a consecutive 61 patients with anteroseptal MI and a consecutive 42 patients with inferior MI. Inclusion criteria were, first, the presence of prior anteroseptal or inferior MI diagnosed on the basis of (1) a history of acute MI more than 1 month previously with serum creatine kinase levels above twice the upper normal value and (2) segmental LV wall motion abnormality of the anteroseptal or inferior wall. Second, these patients were referred for 2-dimensional and Doppler echocardiography between October 1997 and February 1999. Exclusion criteria were recent MI (≤1 month), multiple MIs, previous heart surgery, MR caused by intrinsic mitral valvular lesions (including rheumatic changes, infective vegetations, and chordal or PM rupture), and other associated cardiac diseases, such as aortic valve or congenital heart disease. The normal control subjects had normal echocardiograms and no known cardiovascular disease.

Patient profiles are summarized in Table 1. Coronary angiography was done in 70 of 103 patients at our institution. Right or left coronary artery dominance was determined by which supplied the posterior diaphragmatic portion of the interventricular septum and the diaphragmatic surface of the LV.

Table 1. Patient profiles
Control (n = 20)Inferior MI (n = 42)vsAnterior MI (n = 61)P value
Age (y)50 ± 1868 ± 8 67 ± 8NS
Sex (M/F)13/735/7 48/13NS
Angina pectoris0/202/42 5/61NS
Heart failure0/204/42 7/61NS
Revascularization early after AMI
PTCA0/2035/42 48/61NS
PTCA + PTCR0/200/42 2/61NS
PTCA + t-PA0/200/42 1/61NS
Not performedN/A7/42 10/61NS
Number of LV segments with asynergy0 ± 01.9 ± 0.7 6.5 ± 0.6<.0001
Coronary artery dominance (R/NR)N/A26/4 37/3NS
n = 30 n = 40
Time lapse after acute MI (mo)0 ± 029 ± 38 26 ± 29NS

AMI, Acute myocardial infarction; PTCA, percutaneous transluminal coronary angioplasty; PTCR, percutaneous transluminal coronary reperfusion; t-PA, tissue plasminogen activator; R, right coronary artery dominance; NR, nonright coronary artery dominance. P values are shown for comparison between anterior and inferior MI.

Echocardiographic measurements 

Standard 2-dimensional and Doppler echocardiographic examinations with color flow mapping were done in all patients with 2.5-MHz transducers (commercially available ATL HDI 3000, Bothell, Wash; Toshiba SSH 380A, Tokyo, Japan; and Agilent Technologies, Sonos 5500, Andover, Mass). Special attention was paid to visualize the anterior and posterior PM tips in the apical 4- and 2-chamber views. LV end-diastolic and end-systolic cavity areas were traced in those views, and LV volumes and ejection fractions (EFs) were obtained by using the modified biplane Simpson method.28 The LV wall was divided into 16 segments, and the number of segments with wall motion abnormality was estimated to evaluate the spatial extent of ischemic LV dysfunction.28 LV shape or sphericity was assessed by using the LV short-axis/long-axis dimension ratio in the end-systolic apical 4-chamber view.29 Midsystolic mitral annular dimension was measured in the apical 4- and 2-chamber views, and its area was calculated by using an ellipsoid assumption (annular area = d1 × d2 × π/4; Figure 2).30, 31

  • View full-size image.
  • Fig. 2. 

    Methods to measure (1) the mitral annular area from 2 diameters in apical views, (2) the mitral leaflet-tenting area between the mitral leaflets and a line connecting mitral annular hinge points in the midsystolic apical 4-chamber view (dashed area shown in the left panel), and (3) leaflet-tethering lengths between anterior or posterior PM tips and contralateral anterior mitral annulus (ℓ1 and ℓ2). LV, Left ventricle; LA, left atrium; RV, right ventricle; RA, right atrium.

The mitral annulus was identified as the leaflet hinge point. End-diastolic, end-systolic, and midsystolic frames were determined as the initial, last, and middle frame with systolic mitral leaflet closure. The mitral leaflet-tenting area between the leaflets and the line connecting the annular hinge points in the apical 4-chamber view was traced at midsystole to estimate the apical displacement of the mitral leaflets (Figure 2).14 The leaflet-tethering distance between the PM tips and the contralateral anterior mitral annulus was also measured in the apical 4- and 2-chamber views (Figure 2, ℓ1 and ℓ2) by using the anterior mitral annulus as a reference point to estimate PM displacement.21, 32, 33 The severity of MR was determined by the ratio of color Doppler jet area to left atrial area in midsystole. MR grade was estimated as trace, mild, moderate, or severe on the basis of ratios of greater than 0% to 10%, greater than 10% to 20%, greater than 20% to 40%, and greater than 40%, respectively.34, 35

Reproducibility of measurements 

Two independent observers repeated measurements of mitral annular area and PM-tethering distance from 10 patients' single echocardiographic recordings. The differences in their measurements were used to express interobserver variability. The same observer repeated the measurements to estimate intraobserver variability.

Statistical analysis 

Results were expressed as means ± SD. Variables were compared between groups by using the unpaired Student t test. Incidences in the 2 groups were compared by using the χ2 test. Determinants of the percentage of MR jet area and mitral leaflet-tenting area were explored by entering the end-diastolic and end-systolic LV volumes, EF, LV sphericity, mitral annular area, PM leaflet-tethering distance, and these variables normalized by body surface area (BSA) into univariate and stepwise multiple regression analysis. Because distribution of the mitral leaflet-tenting area was skewed, the area was transformed by using the Box-Cox method with the following formula: Transformed area = [(Area + 1)−1.5 − 1]/(−1.5)36

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Results 

LV remodeling and dysfunction in anterior and inferior MI 

Patients with both inferior and anterior MIs had significantly larger LV end-systolic volumes and lower EFs than normal subjects. The increase in LV end-systolic volume, reduction in EF, and number of segments with asynergy were significantly greater in patients with anterior compared with inferior MI (Tables 1 and 2).

Table 2. Echocardiographic measurements
Control (n = 20)Inferior MI (n = 42)vsAnterior MI (n = 61)P value
LVEDV (mL)87 ± 14101 ± 19 101 ± 28NS
LVEDVI (mL/m2)53 ± 863 ± 14 64 ± 21NS
LVESV (mL)35 ± 852 ± 18 60 ± 24<.05
LVESVI (mL/m2)21 ± 533 ± 12 38 ± 17<.05
LVEF (%)60 ± 551 ± 9 42 ± 7<.001
Incidence of MR
Trace/none20 (100%)26 (62%) 55 (90%)<.0001
Mild0 (0%)10 (24%) 4 (7%)<.01
Moderate0 (0%)6 (14%) 2 (3%)<.01
Severe0 (0%)0 (0%) 0 (0%)NS
Incidence of MR in patients with non-RCA dominanceN/A1/4 0/3NS
Mitral annular area (cm2)8.2 ± 1.29.7 ± 1.7 9.5 ± 2.3NS
LV(D) (mm)34.8 ± 2.537.2 ± 3.0 39.0 ± 2.9<.01
LV(L) (mm)63.1 ± 4.464.7 ± 3.4 72.6 ± 5.0<.01
D/L0.55 ± 0.040.58 ± 0.03 0.54 ± 0.02<.01

LVEDV, Left ventricular end-diastolic volume; LVESV, left ventricular end-systolic volume; LVEF, left ventricular ejection fraction; MR, mitral regurgitation; RCA, right coronary artery; D, short-axis dimension; L, long-axis dimension (increasing D/L ratio indicates greater sphericity). P values are shown for comparison between anterior and inferior MI.

Mitral leaflet tenting and ischemic MR 

Data on mitral leaflet tenting and ischemic MR are shown in Table 2 and Figure 3.

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  • Fig. 3. 

    Bar graphs showing differences in mitral leaflet-tenting area, percentage of MR jet area, and anterior or posterior PM-tethering distances between patients with anterior and inferior infarction. NS, Not significant.

The mitral leaflet-tenting area was significantly increased in patients with both anterior and inferior MI. Despite smaller changes in LV systolic volume and EF, the increase in tenting area was significantly greater in patients with inferior compared with anterior MI (P = .0003). The percentage of MR jet area was also significantly increased in both groups, with the increase again being significantly greater in patients with inferior MI (P = .0002), which is consistent with their higher incidence of mild or greater MR (P < .0001).

Measures of the mitral valve apparatus 

Data on measures of the mitral valve apparatus are shown in Table 2 and Figure 3. Patients with both inferior and anterior MIs had significant but comparable increases in mitral annular area and the anterior PM leaflet-tethering distance compared with that seen in control subjects (P < .05 vs control subjects; P = not significant, inferior vs anterior). In contrast, posterior PM-tethering distance was significantly increased in patients with inferior compared with anterior MI.

Determinants of mitral leaflet-tenting area and percentage of MR jet area 

Univariate predictors for the mitral leaflet-tenting area in the entire patient set were LV end-diastolic and end-systolic volume, mitral annular area, LV sphericity, the leaflet-tethering distance of both PMs, these variables normalized by BSA, and inferior MI location. Multiple stepwise regression analysis identified the increase in posterior PM leaflet-tethering distance normalized by BSA as an independent contributing factor to the mitral leaflet-tenting area, along with normalized mitral annular area and inferior MI location (r2 = 0.60, Table 3 and Figure 4).

Table 3. Determinants of mitral leaflet-tenting area
Univariate analysisCoefficientsSEr2P value
LV EDV/BSA (mL/m2)0.0050.0010.18<.001
LV ESV/BSA (mL/m2)0.0040.0010.11<.001
LV EF (%)(-)(-)(-)NS
LV D/L2.00.630.09.002
Posterior PM tethering distance/BSA (mm/m2)0.050.0050.56<.001
Anterior PM tethering distance/BSA (mm/m2)0.050.0080.25<.001
Mitral annular area/BSA (cm2/m2)0.090.0130.32<.001
Inferior location of MI (0 = anterior, 1 = inferior)0.180.040.17<.001
Multivariate analysisCoefficientsSEtP value
LV EDV/BSA (mL/m2)(-)(-)(-)NS
LV ESV/BSA (mL/m2)(-)(-)(-)NS
LV D/L(-)(-)(-)NS
Posterior PM tethering distance/BSA (mm/m2)0.0370.0075.6<.001
Anterior PM tethering distance/BSA (mm/m2)(-)(-)(-)NS
Mitral annular area/BSA (cm2/m2)0.0350.0142.6.01
Inferior location of MI (0 = anterior, 1 = inferior)0.090.033.0.004

F value (3, 99) = 50.4. Interaction terms between variables were all not significant with P values of greater than .05. EDV, End-diastolic volume; ESV, end-systolic volume; D/L, LV short-axis to long-axis dimension ratio.

  • View full-size image.
  • Fig. 4. 

    Scattergraphs showing relationships between mitral leaflet-tenting area and its determinants. Multiple stepwise regression analysis identified the increase in posterior PM-tethering distance/BSA as an independent contributing factor to the mitral leaflet-tenting area, along with mitral annular area/BSA and inferior MI location.

Univariate predictors of the percentage of MR jet area in the entire patient set were LV end-diastolic and end-systolic volume, mitral annular area, LV sphericity, the leaflet-tethering distance of both PMs, these variables normalized by BSA, and inferior MI location. Multiple stepwise regression analysis similarly identified the increase in the posterior PM leaflet-tethering distance normalized by BSA as an independent contributing factor to the percentage of MR jet area, along with normalized LV end-diastolic volume, inferior MI location, and mitral annular area (r2 = 0.77, Table 4 and Figure 5).

Table 4. Determinants of percentage MR jet area
Univariate analysisCoefficientsSEr2P value
LV EDV/BSA (mL/m2)0.280.0290.44<.0001
LV ESV/BSA (mL/m2)0.290.040.37<.0001
LV EF (%)(-)(-)(-)NS
LV D/L49190.05.01
Posterior PM tethering distance/BSA (mm/m2)2.10.130.70<.0001
Anterior PM tethering distance/BSA (mm/m2)2.10.250.37<.0001
Mitral annular area/BSA (cm2/m2)3.50.410.38<.0001
Inferior location of MI (0 = anterior, 1 = inferior)5.71.440.13<.001
Multivariate analysisCoefficientsSEtP value
LV EDV/BSA (mL/m2)0.120.034.3<.001
LV ESV/BSA (mL/m2)(-)(-)(-)NS
LV D/L(-)(-)(-)NS
Posterior PM tethering distance/BSA (mm/m2)1.30.25.9<.001
Anterior PM tethering distance/BSA (mm/m2)(-)(-)(-)NS
Mitral annular area/BSA (cm2/m2)0.820.382.2.03
Inferior location of MI (0 = anterior, 1 = inferior)2.70.93.1.003

F value (4, 98) = 81.2. Interaction terms between variables were all not significant, with P values of greater than .05. EDV, End-diastolic volume; ESV, end-systolic volume; D/L, LV short-axis to long-axis dimension ratio.

  • View full-size image.
  • Fig. 5. 

    Scattergraphs showing relationships between percentage of MR jet area and its determinants. Multiple stepwise regression analysis identified the increase in posterior PM-tethering distance/BSA as an independent contributing factor to the percentage of MR jet area, along with LV end-diastolic volume/BSA, inferior MI location, and mitral annular area.

Reproducibility of measurements 

Interobserver and intraobserver variability for the measurements of mitral annular area were 0.7 ± 0.3 and 0.4 ± 0.1 cm2 or 6.0% ± 2.6% and 3.1% ± 0.8% of the mean value, respectively. Interobserver and intraobserver variability for the measurements of PM leaflet-tethering distance were 1.3 ± 0.5 and 0.6 ± 0.2 mm or 3.7% ± 1.4% and 2.4% ± 0.8% of the mean value, respectively.

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Discussion 

Mechanism of higher incidence of ischemic MR with inferior MI 

This study demonstrated that MR and apical displacement of the mitral leaflets were more severe in patients with inferior than in patients with anterior MI, despite smaller changes in LV systolic volume and reduction in EF. Therefore the higher incidence of ischemic MR in patients with inferior MI cannot be explained by global LV dilatation and dysfunction. In contrast, localized deformity of the mitral valve complex was greater in patients with inferior MI; specifically, the tethering distance from the posterior PM, typically in the infarct zone, to the anterior annulus was significantly longer in patients with inferior MI. The anterior PM-tethering distance and mitral annular dilatation were comparable between the 2 groups. Multiple stepwise regression analysis identified the increase in posterior PM-tethering distance as the independent determinant of mitral leaflet-tenting area and percentage MR jet area. Therefore, the results suggest that ischemic MR is not primarily related to global LV remodeling or dysfunction but rather to localized remodeling, causing deformity of the mitral valve complex, especially at the PM attachment in the inferior basal lesion.

Relation to previous studies 

Our results are consistent with those of previous investigations demonstrating higher incidences of ischemic MR in patients with inferior compared with anterior MI.7, 10, 37 The results also support the leaflet-tethering hypothesis for the mechanism of ischemic MR, which proposes that LV remodeling, leading to geometric changes in the mitral valve complex, causes ischemic MR.13, 14, 15, 16, 17, 18, 19, 21, 24, 27, 32, 33, 38 The importance in the mechanism of ischemic MR of localized basal posteroinferior LV remodeling in causing geometric changes in the mitral valve complex, as opposed to global LV remodeling and dysfunction, have been demonstrated in a previous sheep experiment27 and confirmed in the present clinical study.

These results emphasize the importance of posterior PM displacement in the mechanism of ischemic MR in patients with inferior MI but do not indicate that anterior PM displacement is not important. Yiu and associates38 studied the mechanism of functional ischemic MR in patients with an LV EF of less than 50%. They studied patients with global and segmental LV dysfunction and a mean EF of 31% ± 9% and demonstrated that both PM displacements are equally important in the mechanism of functional MR.37 Our data are generally consistent with their results in that they demonstrate the importance of PM displacement in the mechanism of ischemic MR. However, the contribution of posterior and anterior PM displacement was not equal in the present study. We studied the mechanism of MR only in patients with inferior or anterior segmental LV dysfunction and with a higher mean EF of 45% ± 9%. Experimental investigations demonstrated equal contributions from both PM displacements with global LV dysfunction and a predominant contribution from posterior PM displacement with inferoposterior segmental dysfunction.21, 32, 33 It has also been shown in animal experiments that segmental anteroseptal ischemia causes only modest deformity of the mitral apparatus.27, 39 We can therefore suggest that differences in the patient population can potentially explain whether the posterior and anterior PM displacements make equal or unequal contributions to ischemic MR.

Limitations 

Estimation of geometric change in the mitral apparatus was done by using a single 2-dimensional echocardiogram, and therefore we could not evaluate 3-dimensional PM displacement in multiple directions, as with 3-dimensional echocardiography.21, 32, 33 However, the tethering distance between the PM tip and the contralateral anterior mitral annulus determined by using 2-dimensional echocardiography can potentially offer an alternative measurement of leaflet tethering that has been shown to correlate well with the mitral leaflet-tenting area (r2 = 0.74) and with the percentage of MR jet area (r2 = 0.70).33, 38

We investigated the mechanism for a higher incidence of ischemic MR in patients with inferior MI, but the grade of MR was evaluated semiquantitatively. Time since MR developed could not be estimated, and infarct mass was not quantified. In this series there were no patients with severe MR, who most require surgical intervention. Further investigations might address such issues prospectively.

Clinical implications 

These results emphasize the importance of segmental LV remodeling and dysfunction on mitral leaflet function and the differences in these effects depending on the involved segment. This effect can be a consideration in decisions regarding the potential benefit of revascularization in inferior infarctions.10 The findings also suggest that surgical techniques, in addition to annular size reduction, could potentially benefit patients by reversing geometric changes in the mitral valve complex. Such maneuvers might include coronary artery bypass grafting, especially to the right or left circumflex coronary artery territory with viable myocardium; infarct plication or posterior wall excision to reduce infarct bulging32; or leaflet or chordal elongation. Although mitral annuloplasty can usually eliminate ischemic MR,40, 41 clinical observations demonstrate that MR might persist after ring implantation, which is consistent with leaflet tethering in addition to annular dilatation.42, 43 Isolated insertion of an annuloplasty ring can limit annular area and improve coaptation but might not reduce leaflet tethering, resulting in persistent MR.44 Therefore understanding the deformation of the mitral valve complex is a prerequisite to successful correction of ischemic MR.27

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Acknowledgements 

We thank Drs Hachiro Obata and Fumio Nakano for their dedicated review of the coronary angiograms.

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 Address for reprints: Yutaka Otsuji, MD, First Department of Internal Medicine, Kagoshima University School of Medicine, 8-35-1 Sakuragaoka, Kagoshima City, 890-8520, Japan (E-mail: yutakam.kufm.kagoshima-u.ac.jp).

☆☆ 0022-5223/2003 $30.00+0

PII: S0022-5223(02)73325-4

doi:10.1067/mtc.2003.78

The Journal of Thoracic and Cardiovascular Surgery
Volume 125, Issue 1 , Pages 135-143, January 2003