CLINICAL RESEARCH: ELECTROPHYSIOLOGY
Intra-left ventricular electromechanical asynchrony
A new independent predictor of severe cardiac events in heart failure patients
Hugues Bader, MD*,
Stephane Garrigue, MD*,*,
Stephane Lafitte, MD ,
Sylvain Reuter, MD*,
Pierre Jaïs, MD*,
Michel Haïssaguerre, MD*,
Jacques Bonnet, MD*,
Jacques Clementy, MD* and
Raymond Roudaut, MD
* Hôpital Cardiologique du Haut-Lévêque, University of Bordeaux, Pessac, France
Echocardiography Laboratory, Hôpital Cardiologique du Haut-Lévêque, University of Bordeaux, Pessac, France
Manuscript received February 11, 2003;
revised manuscript received July 22, 2003,
accepted August 5, 2003.
* Reprint requests and correspondence: Dr. Stephane Garrigue, Cardiac Pacing and Clinical Electrophysiology Department, Hopital Cardiologique du Haut-Leveque, 19 Avenue de Magellan, Pessac Cedex 33604, France. stephane.garrigue{at}chu-bordeaux.fr
OBJECTIVES: We sought to assess the electromechanical parameters, using tissue Doppler echocardiography, as potential independent predictors of heart failure (HF) worsening.
BACKGROUND: Ventricular conduction disorders worsen the prognosis for HF patients. However, the relationships between the QRS width and morphology, hemodynamic parameters, and presence and magnitude of intra-left ventricular (LV) and inter-ventricular (V) asynchrony have not been well clarified.
METHODS: A total of 104 patients with an LV ejection fraction (EF) 45% and stabilized HF, without myocardial infarction (MI), underwent echocardiography coupled with tissue Doppler imaging and were followed for one year. The protocol analyzed the incidence of worsening HF (hospitalization for cardiac decompensation). Inter-V and regional electromechanical delays for the anterior, septal, inferior, and lateral LV walls were correlated with the QRS morphology and duration. The intra-LV and inter-V asynchrony values of these patients were compared with those of healthy subjects matched by gender and age criteria to determine the respective normal ranges.
RESULTS: The presence of intra-LV (but not inter-V) asynchrony was identified as an independent predictor of severe cardiac events (hazard ratio 3.39, p < 0.0001), independent of the LVEF and QRS width. Of patients with a QRS width <120 ms (55%; n = 57), 56% presented with major intra-LV asynchrony and 12% with inter-V asynchrony. Intra-LV asynchrony was observed in 84% of left bundle branch block patients, but also in 83% of right bundle branch block patients (p = NS). There was a poor correlation between the QRS width and intra-LV or inter-V asynchrony (r = 0.36, p = NS and r = 0.43, p = 0.05, respectively).
CONCLUSIONS: In HF patients without MI, patients with intra-LV asynchrony are those with a significantly higher risk of cardiac events, independent of the QRS width and LVEF. Accordingly, such patients should be more actively identified for early intensive treatment and survey.
|
Abbreviations and Acronyms
| | AF | = atrial fibrillation | | CHF | = congestive heart failure | | ECG | = electrocardiogram/electrocardiographic/ electrocardiography | | HF | = heart failure | | LBBB | = left bundle branch block | | LV | = left ventricular | | LVEF | = left ventricular ejection fraction | | MI | = myocardial infarction | | RBBB | = right bundle branch block | | TDI | = tissue Doppler imaging | | V | = ventricular |
|
This article has been cited by other articles:

|
 |

|
 |
 
C. Marcucci, R. Lauer, and A. Mahajan
New Echocardiographic Techniques for Evaluating Left Ventricular Myocardial Function
Seminars in Cardiothoracic and Vascular Anesthesia,
December 1, 2008;
12(4):
228 - 247.
[Abstract]
[PDF]
|
 |
|

|
 |

|
 |
 
W. H. W. Tang, W. Mullens, A. G. Borowski, W. Tong, K. Shrestha, R. W. Troughton, M. G. Martin, K. Kassimatis, D. Agler, S. Jasper, et al.
Relation of mechanical dyssynchrony with underlying cardiac structure and performance in chronic systolic heart failure: implications on clinical response to cardiac resynchronization
Europace,
December 1, 2008;
10(12):
1370 - 1374.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
G. Jauvert, J. Rousseau-Paziaud, E. Villain, L. Iserin, F. Hidden-Lucet, M. Ladouceur, and D. Sidi
Effects of cardiac resynchronization therapy on echocardiographic indices, functional capacity, and clinical outcomes of patients with a systemic right ventricle
Europace,
November 26, 2008;
(2008)
eun319v1.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. Y. Hayashi, A. Seeberger, B. Lind, J. Nowak, M. M. do Nascimento, B. Lindholm, and L.-A. Brodin
A single session of haemodialysis improves left ventricular synchronicity in patients with end-stage renal disease: a pilot tissue synchronization imaging study
Nephrol. Dial. Transplant.,
November 1, 2008;
23(11):
3622 - 3628.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
E. Donal, C. de Chillou, I. Magnin-Poull, and C. Leclercq
Imaging in cardiac resynchronization therapy: what does the clinician need?
Europace,
November 1, 2008;
10(suppl_3):
iii70 - iii72.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S-A Chang, H-K Kim, H-Y Lee, S-Y Choi, B-K Koo, Y-J Kim, D-W Sohn, B-H Oh, Y-B Park, Y-S Choi, et al.
Restoration of left ventricular synchronous contraction after acute myocardial infarction by stem cell therapy: new insights into the therapeutic implication of stem cell therapy for acute myocardial infarction
Heart,
August 1, 2008;
94(8):
995 - 1001.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. Bordachar, X. Iriart, J. Chabaneix, F. Sacher, S. Lafitte, P. Jais, M. Haissaguerre, J. Clementy, P. Dos Santos, and J.-B. Thambo
Presence of ventricular dyssynchrony and haemodynamic impact of right ventricular pacing in adults with repaired Tetralogy of Fallot and right bundle branch block
Europace,
August 1, 2008;
10(8):
967 - 971.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
N R Van de Veire, J De Sutter, J J Bax, and J R T C Roelandt
Technological advances in tissue Doppler imaging echocardiography
Heart,
August 1, 2008;
94(8):
1065 - 1074.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. G. J. Gademan, R. J. van Bommel, C. Ypenburg, J. C. W. Haest, M. J. Schalij, E. E. van der Wall, J. J. Bax, and C. A. Swenne
Biventricular pacing in chronic heart failure acutely facilitates the arterial baroreflex
Am J Physiol Heart Circ Physiol,
August 1, 2008;
295(2):
H755 - H760.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. Haghjoo, A. Bagherzadeh, M. M. Farahani, Z. O. Haghighi, and M. A. Sadr-Ameli
Significance of QRS morphology in determining the prevalence of mechanical dyssynchrony in heart failure patients eligible for cardiac resynchronization: particular focus on patients with right bundle branch block with and without coexistent left-sided conduction defects
Europace,
May 1, 2008;
10(5):
566 - 571.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Vitarelli
Echocardiographic selection of candidates for cardiac resynchronization therapy: the lack of evidence! Reply
Eur J Echocardiogr,
May 1, 2008;
9(3):
320 - 321.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. Brignole, D. Oddone, R. Maggi, G. Lupi, R. Bollini, S. Corallo, S. Robotti, A. Solano, P. Donateo, and F. Croci
Resynchronization of the left ventricular contraction by tailored programming of right and left ventricular pacing
Europace,
April 1, 2008;
10(4):
489 - 495.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. Chakir, S. K. Daya, R. S. Tunin, R. H. Helm, M. J. Byrne, V. L. Dimaano, A. C. Lardo, T. P. Abraham, G. F. Tomaselli, and D. A. Kass
Reversal of Global Apoptosis and Regional Stress Kinase Activation by Cardiac Resynchronization
Circulation,
March 18, 2008;
117(11):
1369 - 1377.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. E. Albertsen, J. C. Nielsen, S. H. Poulsen, P. T. Mortensen, A. K. Pedersen, P. S. Hansen, H. K. Jensen, and H. Egeblad
DDD(R)-pacing, but not AAI(R)-pacing induces left ventricular desynchronization in patients with sick sinus syndrome: tissue-Doppler and 3D echocardiographic evaluation in a randomized controlled comparison
Europace,
February 1, 2008;
10(2):
127 - 133.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. A. Kass
An epidemic of dyssynchrony: but what does it mean?
J. Am. Coll. Cardiol.,
January 1, 2008;
51(1):
12 - 17.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. F. Nagueh
Mechanical dyssynchrony in congestive heart failure: diagnostic and therapeutic implications.
J. Am. Coll. Cardiol.,
January 1, 2008;
51(1):
18 - 22.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
T V Salukhe, K Dimopoulos, R Sutton, P Poole-Wilson, M Y Henein, M Morgan, J R Clague, and D P Francis
Instantaneous effects of resynchronisation therapy on exercise performance in heart failure patients: the mechanistic role and predictive power of total isovolumic time
Heart,
January 1, 2008;
94(1):
59 - 64.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. van Dijk, P. A. Dijkmans, M. J.W. Gotte, M. D. Spreeuwenberg, C. A. Visser, and O. Kamp
Evaluation of global left ventricular function and mechanical dyssynchrony in patients with an asymptomatic left bundle branch block: a real-time 3D echocardiography study
Eur J Echocardiogr,
January 1, 2008;
9(1):
40 - 46.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. Leclercq, G. B. Bleeker, C. Linde, E. Donal, J. J. Bax, M. J. Schalij, and C. Daubert
Cardiac resynchronization therapy: clinical results and evolution of candidate selection
Eur. Heart J. Suppl.,
December 1, 2007;
9(suppl_I):
I94 - I106.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
Z. Emkanjoo, M. Esmaeilzadeh, N. Mohammad Hadi, A. Alizadeh, M. Tayyebi, and M.A. Sadr-ameli
Frequency of inter- and intraventricular dyssynchrony in patients with heart failure according to QRS width
Europace,
December 1, 2007;
9(12):
1171 - 1176.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. Penicka, J. Bartunek, O. Lang, K. Medilek, P. Tousek, M. Vanderheyden, B. De Bruyne, M. Maruskova, and P. Widimsky
Severe Left Ventricular Dyssynchrony Is Associated With Poor Prognosis in Patients With Moderate Systolic Heart Failure Undergoing Coronary Artery Bypass Grafting
J. Am. Coll. Cardiol.,
October 2, 2007;
50(14):
1315 - 1323.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C Leclercq
Importance of concordance between left ventricular pacing sites and latest activated regions: myth or reality?
Heart,
October 1, 2007;
93(10):
1170 - 1172.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
Authors/Task Force Members, P. E. Vardas, A. Auricchio, J.-J. Blanc, J.-C. Daubert, H. Drexler, H. Ector, M. Gasparini, C. Linde, F. B. Morgado, et al.
Guidelines for cardiac pacing and cardiac resynchronization therapy: The Task Force for Cardiac Pacing and Cardiac Resynchronization Therapy of the European Society of Cardiology. Developed in Collaboration with the European Heart Rhythm Association
Europace,
October 1, 2007;
9(10):
959 - 998.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. I Burgess, C. Jenkins, J. Chan, and T. H Marwick
Measurement of left ventricular dyssynchrony in patients with ischaemic cardiomyopathy: a comparison of real-time three-dimensional and tissue Doppler echocardiography
Heart,
October 1, 2007;
93(10):
1191 - 1196.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
Authors/Task Force Members, P. E. Vardas, A. Auricchio, J.-J. Blanc, J.-C. Daubert, H. Drexler, H. Ector, M. Gasparini, C. Linde, F. B. Morgado, et al.
Guidelines for cardiac pacing and cardiac resynchronization therapy: The Task Force for Cardiac Pacing and Cardiac Resynchronization Therapy of the European Society of Cardiology. Developed in Collaboration with the European Heart Rhythm Association
Eur. Heart J.,
September 2, 2007;
28(18):
2256 - 2295.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C Leclercq
New guidelines for cardiac resynchronisation therapy: simplicity or complexity for the doctor?
Heart,
September 1, 2007;
93(9):
1017 - 1019.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
N. R Van de Veire, G. B Bleeker, J. De Sutter, C. Ypenburg, E. R Holman, E. E van der Wal, M. J Schalij, and J. J Bax
Tissue synchronisation imaging accurately measures left ventricular dyssynchrony and predicts response to cardiac resynchronisation therapy
Heart,
September 1, 2007;
93(9):
1034 - 1039.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. Chalil, B. Stegemann, S. Muhyaldeen, K. Khadjooi, R. E.A. Smith, P. J. Jordan, and F. Leyva
Intraventricular Dyssynchrony Predicts Mortality and Morbidity After Cardiac Resynchronization Therapy: A Study Using Cardiovascular Magnetic Resonance Tissue Synchronization Imaging
J. Am. Coll. Cardiol.,
July 17, 2007;
50(3):
243 - 252.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
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]
|
 |
|

|
 |

|
 |
 
A. D'Andrea, P. Caso, S. Cuomo, R. Scarafile, G. Salerno, G. Limongelli, G. Di Salvo, S. Severino, L. Ascione, P. Calabro, et al.
Effect of dynamic myocardial dyssynchrony on mitral regurgitation during supine bicycle exercise stress echocardiography in patients with idiopathic dilated cardiomyopathy and 'narrow' QRS
Eur. Heart J.,
April 2, 2007;
28(8):
1004 - 1011.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. E. Weyman
The Year in Echocardiography
J. Am. Coll. Cardiol.,
March 20, 2007;
49(11):
1212 - 1219.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C.-M. Yu, Q. Zhang, G. W.K. Yip, P.-W. Lee, L. C.C. Kum, Y.-Y. Lam, and J. W.-H. Fung
Diastolic and Systolic Asynchrony in Patients With Diastolic Heart Failure: A Common But Ignored Condition
J. Am. Coll. Cardiol.,
January 2, 2007;
49(1):
97 - 105.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
L. P. Badano, O. Gaddi, C. Peraldo, G. Lupi, M. Sitges, F. Parthenakis, S. Molteni, M. R. Pagliuca, B. Sassone, P. Di Stefano, et al.
Left ventricular electromechanical delay in patients with heart failure and normal QRS duration and in patients with right and left bundle branch block
Europace,
January 1, 2007;
9(1):
41 - 47.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
G. B. Bleeker, E. R. Holman, P. Steendijk, E. Boersma, E. E. van der Wall, M. J. Schalij, and J. J. Bax
Cardiac Resynchronization Therapy in Patients With a Narrow QRS Complex
J. Am. Coll. Cardiol.,
December 5, 2006;
48(11):
2243 - 2250.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P-V Ennezat, B Gal, C Kouakam, C Marquie, T LeTourneau, D Klug, D Lacroix, D Logeart, A Cohen-Solal, S Dennetiere, et al.
Cardiac resynchronisation therapy reduces functional mitral regurgitation during dynamic exercise in patients with chronic heart failure: an acute echocardiographic study
Heart,
August 1, 2006;
92(8):
1091 - 1095.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
E. Zima, M. Lippert, G. Czygan, and B. Merkely
Determination of left ventricular volume changes by intracardiac conductance using a biventricular electrode configuration
Europace,
July 1, 2006;
8(7):
537 - 544.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. Lafitte, P. Bordachar, M. Lafitte, S. Garrigue, S. Reuter, P. Reant, K. Serri, V. Lebouffos, M. Berrhouet, P. Jais, et al.
Dynamic Ventricular Dyssynchrony: An Exercise-Echocardiography Study
J. Am. Coll. Cardiol.,
June 6, 2006;
47(11):
2253 - 2259.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. D'Andrea, P. Caso, S. Severino, S. Cuomo, G. Capozzi, P. Calabro, G. Cice, L. Ascione, M. Scherillo, and R. Calabro
Prognostic value of intra-left ventricular electromechanical asynchrony in patients with hypertrophic cardiomyopathy
Eur. Heart J.,
June 1, 2006;
27(11):
1311 - 1318.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
N. M. Hawkins, M. C. Petrie, M. R. MacDonald, K. J. Hogg, and J. J.V. McMurray
Selecting patients for cardiac resynchronization therapy: electrical or mechanical dyssynchrony?
Eur. Heart J.,
June 1, 2006;
27(11):
1270 - 1281.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. V. Ennezat, S. Marechaux, T. Le Tourneau, N. Lamblin, C. Bauters, E. Van Belle, B. Gal, S. Kacet, P. Asseman, G. Deklunder, et al.
Myocardial asynchronism is a determinant of changes in functional mitral regurgitation severity during dynamic exercise in patients with chronic heart failure due to severe left ventricular systolic dysfunction
Eur. Heart J.,
March 2, 2006;
27(6):
679 - 683.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A D'Andrea, P Caso, S Cuomo, G Salerno, R Scarafile, C Mita, G De Corato, B Sarubbi, M Scherillo, R Calabro, et al.
Prognostic value of intra-left ventricular electromechanical asynchrony in patients with mild hypertrophic cardiomyopathy compared with power athletes * Commentary.
Br. J. Sports Med.,
March 1, 2006;
40(3):
244 - 250.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Kashani and S. S. Barold
Significance of QRS Complex Duration in Patients With Heart Failure
J. Am. Coll. Cardiol.,
December 20, 2005;
46(12):
2183 - 2192.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. J.M. Zwanenburg, M. J.W. Gotte, J. T. Marcus, J. P.A. Kuijer, P. Knaapen, R. M. Heethaar, and A. C. van Rossum
Propagation of Onset and PeakTime of Myocardial Shortening in Time of Myocardial Shortening in Ischemic Versus Nonischemic Cardiomyopathy: Assessment by Magnetic Resonance Imaging Myocardial Tagging
J. Am. Coll. Cardiol.,
December 20, 2005;
46(12):
2215 - 2222.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
G.-Y. Cho, J.-K. Song, W.-J. Park, S.-W. Han, S.-H. Choi, Y.-C. Doo, D.-J. Oh, and Y. Lee
Mechanical Dyssynchrony Assessed by Tissue Doppler Imaging Is a Powerful Predictor of Mortality in Congestive Heart Failure With Normal QRS Duration
J. Am. Coll. Cardiol.,
December 20, 2005;
46(12):
2237 - 2243.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
I. Schuster, G. Habib, C. Jego, F. Thuny, J.-F. Avierinos, G. Derumeaux, L. Beck, C. Medail, F. Franceschi, S. Renard, et al.
Diastolic Asynchrony Is More Frequent Than Systolic Asynchrony in Dilated Cardiomyopathy and Is Less Improved by Cardiac Resynchronization Therapy
J. Am. Coll. Cardiol.,
December 20, 2005;
46(12):
2250 - 2257.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. Dohi, M. Suffoletto, S. Murali, R. Bazaz, and J. Gorcsan
Benefit of cardiac resynchronization therapy to a patient with a narrow QRS complex and ventricular dyssynchrony identified by tissue synchronization imaging
Eur J Echocardiogr,
December 1, 2005;
6(6):
455 - 460.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. H. Helm, C. Leclercq, O. P. Faris, C. Ozturk, E. McVeigh, A. C. Lardo, and D. A. Kass
Cardiac Dyssynchrony Analysis Using Circumferential Versus Longitudinal Strain: Implications for Assessing Cardiac Resynchronization
Circulation,
May 31, 2005;
111(21):
2760 - 2767.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A Y Patwala and D J Wright
Device based treatment of heart failure
Postgrad. Med. J.,
May 1, 2005;
81(955):
286 - 291.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. Bruch, M. Gotzmann, J. Stypmann, F. Wenzelburger, M. Rothenburger, M. Grude, H. H. Scheld, L. Eckardt, G. Breithardt, and T. Wichter
Electrocardiography and Doppler echocardiography for risk stratification in patients with chronic heart failure: Incremental prognostic value of QRS duration and a restrictive mitral filling pattern
J. Am. Coll. Cardiol.,
April 5, 2005;
45(7):
1072 - 1075.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. E. Weyman
The year in echocardiography
J. Am. Coll. Cardiol.,
February 1, 2005;
45(3):
448 - 455.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. N. DeMaria, O. Ben-Yehuda, D. Berman, G. K. Feld, B. H. Greenberg, J. D. Knoke, K. U. Knowlton, W. Y.W. Lew, J. Narula, D. Sahn, | |