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Eugene H. Blackstone
Edward R. Nowicki
Worawong Slisatkorn
Ghannam Al-Dossari
Douglas R. Johnston
Kristopher M. George
Joseph F. Sabik, III
Lars G. Svensson
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Right arrow Valve disease

J Thorac Cardiovasc Surg 2008;135:885-893
© 2008 The American Association for Thoracic Surgery


Surgery for Acquired Cardiovascular Disease

Valve repair versus valve replacement for degenerative mitral valve disease

A. Marc Gillinov, MDa,*, Eugene H. Blackstone, MDa,b, Edward R. Nowicki, MDa, Worawong Slisatkorn, MDa, Ghannam Al-Dossari, MDa, Douglas R. Johnston, MDa, Kristopher M. George, MDa, Penny L. Houghtaling, MSb, Brian Griffin, MDc, Joseph F. Sabik, III, MDa, Lars G. Svensson, MD, PhDa

a Department of Thoracic and Cardiovascular Surgery, Cleveland Clinic, Cleveland, Ohio
b Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio
c Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, Ohio

Received for publication May 2, 2007; revisions received October 15, 2007; accepted for publication November 26, 2007.

* Address for reprints: A. Marc Gillinov, MD, Department of Thoracic and Cardiovascular Surgery, Cleveland Clinic, 9500 Euclid Avenue/F24, Cleveland, OH 44195. (Email: gillinom{at}ccf.org).


    Abstract
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix 1
 Figure E1
 Table E1
 References
 
Objective: The study objective was to identify characteristics differentiating patients undergoing valve replacement versus valve repair for degenerative mitral valve disease and to use this information to compare survival and reoperation after each procedure.

Methods: From 1985 to 2005, 3286 patients underwent isolated primary operation for degenerative mitral valve disease. Valve repair was performed in 3051 patients (93%), and valve replacement was performed in 235 patients (7.2%). A propensity model and score developed for fair comparison of outcomes yielded 195 matched pairs.

Results: Patients undergoing replacement were older (70 ± 12 years vs 57 ± 13 years) and had more complex valvar pathology, symptoms, and left ventricular dysfunction. Thus, the characteristics of the propensity-matched patients undergoing repair more resembled those of the patients undergoing replacement (older, complex valvar pathology) than patients undergoing typical repair. Eight patients died in the hospital (0.26%) after repair and 5 patients (2.1%) died after replacement (P = .001). Unadjusted survival at 5, 10, and 15 years was 95%, 87%, and 68% after repair and 80%, 60%, and 44% after replacement, respectively (P < .0001); however, among propensity-matched patients, survival was similar (P = .8): 86% versus 83% at 5 years, 63% versus 62% at 10 years, and 43% versus 48% at 15 years. Freedom from reoperation among propensity-matched patients was 94% at 5 and 10 years after repair and 95% and 92% at 5 and 10 years after replacement, respectively (P = .6).

Conclusion: It is reasonable to perform valve repair in elderly patients with complex degenerative mitral valve pathology because it can eliminate the need for anticoagulation and risk of prosthesis-related complications. However, when valve pathology is so complex that repair is infeasible, this study demonstrates that valve replacement does not diminish long-term outcomes.



Abbreviation and Acronym MR = mitral regurgitation



    Introduction
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix 1
 Figure E1
 Table E1
 References
 


Formula

Earn CME credits at http://cme.ctsnetjournals.org

 

The reported advantages of mitral valve repair over mitral valve replacement include preservation of left ventricular function; greater freedoms from endocarditis, thromboembolism, and anticoagulant-related hemorrhage; and, most important, improved survival.1-5Go For these reasons, valve repair is preferred to valve replacement in patients with degenerative mitral valve disease.6Go However, there are few data available to clarify the relative effects of patient factors and choice of valve procedure (repair vs replacement) on outcome after surgery for mitral regurgitation (MR) caused by degenerative disease. Selected patients with rheumatic and ischemic MR seem to have equal, and in some cases better, survival with valve replacement as with valve repair, illustrating the importance of patient characteristics on outcome.7,8Go In patients with degenerative MR, we sought to 1) identify characteristics differentiating those undergoing valve replacement from those undergoing valve repair, 2) use this information to compare, among matched patients, survival and reoperation after each procedure, and 3) contrast these outcomes with those of typical patients undergoing valve repair.


    Materials and Methods
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix 1
 Figure E1
 Table E1
 References
 
Study Population
From January of 1985 to January of 2005, 3286 patients with isolated degenerative mitral valve disease underwent surgery for MR. Repair was performed in 3051 patients (93%), and replacement was performed in 235 patients (7%). Sixty-four patients had unsuccessful repair that was converted to replacement during the initial operation; for the main treatment-received analyses, these patients were considered to be in the replacement group, and for secondary analyses of crossover to replacement, these patients were considered to be in the repair group (intent to treat). Patients having concomitant coronary artery bypass grafting, aortic valve disease, hypertrophic cardiomyopathy, or ascending aortic aneurysm were excluded. The results in subsets of these patients have been reported.1Go Concomitant tricuspid valve repair for functional tricuspid regurgitation was performed in 171 patients (5.2%), and ablation of atrial fibrillation was performed in 153 patients (4.6%).

Preoperative MR was graded by echocardiography using standard techniques; all patients had moderately severe (3+, 8.2%) or severe (4+, 92%) MR. Data were extracted from the Cardiovascular Information Registry, a repository of extensive clinical and surgical data entered concurrently with patient care. Use of these data for research was approved by the institutional review board, with patient consent waived.

Surgical Technique
Surgical approach was minimally invasive in 1726 patients, full sternotomy in 1552 patients, and right thoracotomy in 4 patients. The minimally invasive technique included a 6- to 8-cm skin incision and partial upper sternotomy.9Go The most common repair techniques included posterior leaflet resection with (1244) or without (1466) sliding repair and chordal transfer (423). Anuloplasty techniques included Cosgrove-Edwards anuloplasty band (Edwards Lifesciences LLC, Irvine, Calif) (2254, 74%), Carpentier-Edwards classic ring (Edwards Lifesciences LLC) (411, 13%), and posterior bovine pericardial strip (296, 9.7%); 90 patients (2.9%) had leaflet repair without anuloplasty. Among 235 patients undergoing mitral valve replacement, prostheses were bioprosthetic in 179 (76%) and mechanical in 56 (24%). At mitral valve replacement, the posterior leaflet and its attached subvalvar apparatus were routinely preserved; the anterior leaflet generally was excised.

Follow-up
Patients were followed routinely at 2, 5, 10, 15, and 20 years. At each follow-up, patients were contacted by mailed institutional review board-approved questionnaire or telephone interview, with patient consent. Follow-up for mitral valve reoperation depended entirely on this active follow-up. Of the 3286 patients, 897 were not yet due for follow-up. Of the remaining 2389 patients, 303 (13%) were considered lost to follow-up (269 US and 29 foreign patients were untraced, and 5 patients did not consent to follow-up). The median active follow-up was 2.6 years, with 25% followed more than 5.6 years, 10% followed ≥ 10 years, and 3% followed ≥ 12 years; 11,689 patient-years of data were available for analyses of reoperation. Information on vital status was supplemented by data from the Social Security Death Index10,11Go (cross-sectional passive follow-up), yielding a total of 18,244 patient-years of data for analysis. Passive follow-up averaged 5.6 ± 4.4 years, with 15% of living patients followed ≥ 10 years and 5% followed ≥ 14 years. Graphs of reoperation were truncated at 12 years, and graphs of survival were truncated at 14 years.

Data Analysis
Factors Associated With Mitral Valve Replacement Versus Repair
Multivariable logistic regression was performed to identify factors associated with mitral valve replacement versus repair. Variables considered are listed in Appendix 1. Bagging was the method for variable selection, with automated analysis of 500 resampled data sets, followed by tabulating the frequency of occurrence at P ≤ .05 of both single factors and closely related clusters of factors.10,11Go Factors with occurrence of 50% or more were retained in the model.

Time-related Events
Nonparametric time-to-event estimates were obtained by the Kaplan–Meier method. For mortality, a parametric method was used to resolve the number of phases of instantaneous risk (hazard function) and estimate shaping parameters.12Go (For additional details, see http://www.clevelandclinic.org/heartcenter/hazard.) Thereafter, multivariable analyses were performed in the hazard function domain. Variable selection used bagging, as described earlier.

Outcomes in Propensity-matched Pairs
Because the characteristics of patients receiving mitral valve replacement rather than repair were different (Go Table 1), propensity score methods were used to reduce selection bias in comparing outcomes.13,14Go First, logistic regression analysis was used to identify risk factors for valve replacement rather than repair, using bagging as described earlier in the text. Second, this parsimonious model was amplified by nonstatistically significant variables representing every class of variable available, 28 in all. Third, by using the resulting propensity model, a propensity score representing the probability of having a replacement was estimated for each patient (Figure E1). Fourth, on the basis of the propensity scores, 195 matched pairs were identified.15Go Finally, time-related outcomes were compared between matched patients receiving repair and patients receiving replacement.


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Table 1 Characteristics of patients undergoing mitral repair versus replacement
 
Survival in Unmatched Patients
Of 235 patients receiving replacement, 40 (17%) could not be matched to 1 of the 3051 patients undergoing repair because the distribution of propensity scores for the majority of those receiving repair was distinctively different from that of those receiving replacement (Figure E1). Thus, we present the characteristics and survival of unmatched patients in both groups.14Go

Accounting for Attempted Repairs
The influence of attempted valve repair, converted to replacement in the same operation, was assessed in 2 ways. First, among propensity-matched pairs, the variable "attempted repair" (crossover from repair to replacement in same operative session) was added to the multivariable survival model used to compare valve repair versus replacement. Second, matched patients were compared as strictly intent-to-treat.

Presentation
Mortality, survival, and freedom from reoperation estimates are accompanied by asymmetric 68% confidence limits equivalent to ± 1 standard error. Categoric data are summarized by frequencies and percentages, and continuous variables are summarized by means ± 1 standard deviation.


    Results
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix 1
 Figure E1
 Table E1
 References
 
Factors Associated With Replacement Versus Repair
The probability of performing mitral valve repair rather than replacement increased during the first few years of this experience, stabilizing at approximately 95% during the last 15 years (Go Figure 1, A). Patients undergoing replacement were older (70 ± 12 years vs 57 ± 13 years, Figure 1, B) and had more advanced symptoms, with 29% showing New York Heart Association functional class III or IV versus 14% of patients undergoing repair (Table 1). Advanced age, mitral valve calcification, anterior or bileaflet prolapse, operation earlier in the experience, and surgeon identity were associated with an increased probability of replacement rather than repair (Go Table 2). These characteristics of patients undergoing valve replacement were not typical of most patients presenting for management of degenerative mitral valve disease, as illustrated by the more favorable profile of unmatched patients undergoing repair (Go Table 3).


Figure 1
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Figure 1. Factors associated with mitral valve repair versus replacement. Raw grouped frequencies (closed circles) and trend (solid line). A, Time trend for mitral valve repair. B, Age trend for mitral valve repair.

 

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Table 2 Factors associated with type of mitral valve surgery
 

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Table 3 Characteristics of patients undergoing mitral repair versus replacement: Matched and unmatched groups
 
Overall Survival
There were 13 hospital deaths (0.4%), 8 in patients undergoing repair (0.26%; confidence limit 0.17%–0.39%) and 5 in patients undergoing replacement (2.1%, confidence limit 1.2%%–3.5%) (P = .001). Unadjusted survival estimates at 1, 5, 10, and 15 years were 98%, 95%, 87%, and 68% after repair and 92%, 80%, 60%, and 44% after replacement, respectively (P < .0001). For patients undergoing repair, survival was superior to that of an age-sex–matched US population; for patients undergoing replacement, survival was equivalent to the matched US population after an initial high-risk phase postoperatively ( Figure 2).


Figure 2
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Figure 2. Unadjusted survival after mitral valve repair (blue) or replacement (red) compared with age and sex-matched US population (dot-dash curves). Each symbol represents a death, and vertical bars are 68% actuarial confidence limits. Numbers in parentheses represent patients remaining at risk. Solid lines are parametric survival estimates enclosed within dashed 68% confidence limits.

 
Survival in Propensity-matched Patients
Among propensity-matched pairs, survival was similar after both replacement and repair (P = .9; Go Figure 3). This finding was corroborated by propensity-adjusted multivariable analysis (Table E1). Among these propensity-matched groups, survival was similar to that of the age and sex-matched US population after a period of higher risk early after operation in both groups.


Figure 3
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Figure 3. Survival in propensity-matched patients having repair (blue) or replacement (red) compared with age-sex–matched US population (green). Format is as in Figure 2.

 
Survival in Unmatched Patients
Survival was greater in patients undergoing repair who could not be matched to patients undergoing replacement (Go Figure 4); these represent typical patients undergoing repair (Table 3): young with no or mild symptoms, generally in sinus rhythm, and having isolated posterior leaflet prolapse without valve calcification. Survival was lowest in unmatched patients undergoing replacement, who were older (75 ± 8.1 years), were more symptomatic, were more likely to be in atrial fibrillation and have noncardiac comorbidities, and rarely had isolated posterior mitral leaflet prolapse (7.5%), but rather anterior or bileaflet prolapse and mitral valve calcification. These comparisons were similar by multivariable analysis of attempted repair (P > .5, Table E1) and intent-to-treat analyses (P > .6).


Figure 4
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Figure 4. Survival in propensity-matched patients having repair (blue) or replacement (red) compared with unmatched patients having repair (orange) or replacement (black). Format is as in Figure 2.

 
Freedom from Reoperation
Among propensity-matched patients, there were 21 mitral valve reoperations, 10 in the repair group and 11 in the replacement group (8/144 who received a bioprosthetic and 3/51 who received a mechanical prosthesis). Actuarial freedom from reoperation was similar (P = .9) among these groups (Go Figure 5).


Figure 5
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Figure 5. Reoperation in propensity-matched patients after mitral valve repair (blue), replacement with bioprosthetic valve (red), or replacement with mechanical valve (black). Format of actuarial estimates is as in Figure 2.

 

    Discussion
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix 1
 Figure E1
 Table E1
 References
 
Key Findings
In an institution where mitral valve repair is distinctly preferred, patients undergoing valve replacement rather than repair for degenerative MR are older and sicker, with complex mitral valve pathology and multiple comorbidities. Both groups, however, experienced long-term survival commensurate with that of the general population. At this end of the spectrum, survival and freedom from mitral valve reoperation were similar after repair or replacement, including a period of higher early postoperative risk.

Factors Associated With Mitral Valve Replacement versus Repair
The primary objective of this study was to determine the impact of mitral valve repair versus replacement on survival and reoperation in patients with degenerative disease. However, examination of the data revealed important differences between these patient groups. Patients undergoing valve replacement were more likely to have complex valvar pathology, including calcification and anterior or bileaflet prolapse; these factors increase the difficulty of valve repair. Although most replacements occurred in this group, our data also demonstrate that the majority of such valves are repairable, and previous studies document excellent long-term durability after repair.2,3,16,17Go Patients with this complex valvar pathology represent a distinct subgroup of those presenting for surgical management of degenerative mitral valve disease; they are older and have more symptoms and comorbidities, including atrial fibrillation for which they are already receiving warfarin, and more likely to have left ventricular dysfunction, as previously shown by David and colleagues.3Go It is only in these patients that we could compare outcomes after mitral valve repair and replacement. In particular, our data do not enable comparison of outcomes after valve repair versus replacement in the typical young patient in sinus rhythm with isolated posterior leaflet prolapse, few symptoms, and no comorbidity, because few patients with this profile undergo replacement at our institution.

The wide disparity of characteristics of patients undergoing repair and replacement, particularly in settings such as ours that are committed to repair, calls into question unadjusted comparisons of outcomes after surgery for degenerative mitral valve disease.2,4,18,19Go For example, analyzing 1411 patients with mitral valve prolapse undergoing repair (83%) or replacement (17%), Suri and colleagues focused on the site of prolapse and claimed to demonstrate a survival benefit of repair over replacement in patients with isolated posterior or bileaflet prolapse.2Go Patients in that study were older and more symptomatic than the typical patient undergoing valve repair, and many also had coronary artery disease. The presence of coronary artery disease introduces complex confounding of results, complicating analyses.20Go Risk-adjusted comparison of repair and replacement in that setting indicated that repair usually (89%) conferred a survival advantage.21Go

Mitral Repair versus Replacement: Outcomes
Surgical correction of degenerative MR, whether by repair or replacement, was associated with long-term survival either better than (repair) or similar to (replacement) that of the general US population. Although unadjusted survival was better after repair than replacement, propensity-matched groups undergoing repair and replacement had similar survival and freedom from reoperation. This finding does not negate the generally accepted tenet that mitral valve repair is preferable to replacement in most patients with degenerative mitral valve disease and has excellent long-term durability.1-6Go Rather, these data enhance our understanding of the roles of mitral valve repair and replacement in the subgroup of patients with complex valvar pathology. When a valve either appears unrepairable or attempts to repair fail, neither survival nor reoperation is adversely affected by replacement.

Limitations
This is a single-institution study of operations performed during a 20-year time span. However, repair techniques have remained nearly constant, and valve replacement has included chordal sparing since the late 1980s. This study addresses survival and, to a lesser extent, reoperation after surgery for degenerative mitral valve disease; we did not seek to examine effects of mitral procedure on other outcomes, such as freedom from prosthesis-related morbidity.

This is not a randomized trial. At this point in the history of mitral valve surgery, such a trial involving patients with typical degenerative disease is likely infeasible. Rather, the choice of surgical procedure and its conduct were surgeon-dependent; for this reason, surgeon identity was included in the analyses. This revealed that even in our institution some surgeons are somewhat more likely than others to elect valve replacement over valve repair.

The small number of valve replacements among typical younger patients with degenerative disease prohibited assessing the effect of repair versus replacement in that group. Therefore, comparative survival analyses may apply only to patients with complex valvar pathology, who tend to be older and have greater comorbidity.


    Conclusions
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix 1
 Figure E1
 Table E1
 References
 
Mitral valve repair is the procedure of choice for patients with isolated degenerative valve disease, most of whom will be relatively young, at most mildly symptomatic, and in sinus rhythm with well-preserved left ventricular function and only posterior leaflet prolapse. Mitral valve repair preserves the native valve, has excellent durability, and spares the patient from known adverse events of prosthetic heart valves. It is reasonable to also consider valve repair in elderly patients and in those with complex prolapse and valvar calcification, particularly those in sinus rhythm, because this can eliminate the need for anticoagulation and risk of prosthesis-related complications. If such a patient is also in atrial fibrillation, we now recommend mitral valve repair plus surgical ablation of atrial fibrillation.22Go However, when valvar pathology is so severe that repair is infeasible, valve replacement does not diminish long-term survival.


    Appendix 1
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix 1
 Figure E1
 Table E1
 References
 
Variables used in multivariable analyses

Demography
Age (y), sex, height (cm), weight (kg), body surface area (m2), body mass index (kg/m–2)

Preoperative Status
New York Heart Association functional class, Canadian angina class, emergency operation

Mitral Valve Pathology
Leaflet prolapse (posterior, anterior, bileaflet), valve fibrosis or thickening, valve calcification, elongated chordae (posterior, anterior), chordal rupture (posterior, anterior), elongated papillary muscle, dilatation of mitral anulus, dilated left ventricle, regurgitation grade (0 to 4+ scale), left atrial diameter, and volume

Left Ventricular Structure and Function
LV mass (g/m–2), LV inner diameter in diastole (cm), LV end-diastolic volume (mL), LV inner diameter in systole (cm), LV end-systolic volume (mL), posterior wall thickness (cm), intraventricular septal thickness (cm), LV relative wall thickness, LV dysfunction grade (0 = none, 1 = mild, 2 = moderate, 3 = severe), previous myocardial infarction, LV ejection fraction (%)

Other Cardiac Comorbidity
Atrial fibrillation, coronary artery stenosis (≥50%, any) (left main trunk, left anterior descending coronary artery, circumflex coronary artery, right coronary artery), number of coronary systems with > 50% stenosis, family history of coronary artery disease, ventricular arrhythmia, complete heart block, history of endocarditis, history of heart failure

Noncardiac Comorbidity
History of hypertension, treated diabetes (insulin treated/not insulin treated), stroke, smoking; peripheral arterial disease, chronic obstructive pulmonary disease, renal failure, blood urea nitrogen (mg/dL–1), creatinine (mg/dL–1), bilirubin (mg/dL–1), cholesterol (mg/dL–1) (total, high-density lipoprotein, low-density lipoprotein), triglycerides (mg/dL–1), hematocrit (%)

Details of Procedure
Surgical approach (minimally invasive), mitral valve repair details (posterior/anterior/bileaflet repair, leaflet resection, sliding leaflet repair, chordal resection, cleft repair, leaflet suture, leaflet debridement, type of anuloplasty ring), mitral valve replacement details (mechanical or bioprosthetic, propensity for replacement), tricuspid valve repair

Experience
Date of operation, surgeon

LV, Left ventricular.


    Figure E1
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix 1
 Figure E1
 Table E1
 References
 

Figure 1
Distribution of propensity scores among patients undergoing mitral valve repair or replacement.



    Table E1
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix 1
 Figure E1
 Table E1
 References
 

Incremental risk factors for death, adjusted for propensity
Risk factor Coefficient ± SE P Reliability (%) *

Early hazard phase
 MV replacement 0.41 ± 0.47 .4
 Failed MV repair attempt 0.27 ± 0.60 .6
 Propensity for replacement 0.57 ± 0.74 .4
 Older age {dagger} 0.85 ± 0.21 <.0001 97
 History of heart failure 1.05 ± 0.34 .002 66
 LV ejection fraction –0.043 ± 0.015 .003 71
 Earlier date of operation {ddagger} 0.092 ± 0.029 .001 64
Late hazard phase
 MV replacement 0.047 ± 0.24 .8
 Failed MV repair attempt –0.23 ± 0.38 .5
 Propensity for replacement 0.88 ± 0.38 .02
 Older age § 5.83 ± 0.81 <.0001 100
 NYHA class III or IV 0.36 ± 0.14 .01 90
 LV dysfunction (echo grade) 0.33 ± 0.099 .0009 85
 Elevated bilirubin || 0.41 ± 0.14 .003 61
 History of renal disease 0.90 ± 0.35 .01 60
 Calcified MV 0.33 ± 0.14 .02 62
 Cleft MV leaflet 1.17 ± 0.41 .005 59

* Percent of occurrences in 200 bootstrap models.
{dagger} Exp (age/50 y), exponential transformation.
{ddagger} Interval: (1/d from 1/1/85 to operation)2, inverse squared transformation.
§ Ln (age), logarithmic transformation.
|| Ln (bilirubin), logarithmic transformation.

LV, Left ventricular; MV, mitral valve; NYHA, New York Heart Association; SE, standard error. No reliable factors were found in constant hazard phase.


    Acknowledgments
 
The authors thank Songhua Lin, MS, for statistical programming; Karen Mrazeck, Deborah Gladish, Tanya Ashinhurst, Wanda Weaver, and Patricia White for follow-up; and Tess Parry for editorial assistance.


    Footnotes
 
Supported in part by the Judith Dion Pyle Chair in Heart Valve Research (A.M.G.), the Kenneth Gee and Paula Shaw, PhD, Chair in Heart Research (E.H.B.), and the John and Rosemary Brown Endowed Chair in Cardiovascular Medicine (B.G.). Dr Gillinov reports fees from Edwards, Medtronic, St Jude, Atricure, and Boston Scientific, and research support from Medtronic and St Jude. Dr Sabik reports fees from Medtronic.

Read at the Eighty-seventh Annual Meeting of The American Association for Thoracic Surgery, Washington, DC, May 5–9, 2007.


    References
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix 1
 Figure E1
 Table E1
 References
 

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CirculationHome page
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