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J Thorac Cardiovasc Surg 2007;133:369-377
© 2007 The American Association for Thoracic Surgery


Surgery for Acquired Cardiovascular Disease

Endovascular stent grafting versus open surgical repair of descending thoracic aortic aneurysms in low-risk patients: A multicenter comparative trial

Joseph E. Bavaria, MDa,*, Jehangir J. Appoo, MDa,b, Michel S. Makaroun, MDc, Joel Verter, PhDd, Zi-Fan Yu, ScDd, R. Scott Mitchell, MDe Gore TAG Investigators*

a Division of Cardiothoracic Surgery, Hospital of the Unversity of Pennsylvania Philadelphia, Pa
b Division of Cardiac Surgery, Libin Cardiovascular Institute of Alberta, Calgary, Alberta, Canada
c Division of Vascular Surgery, University of Pittsburgh, Pittsburgh Pa
d Statistics Collaborative, Inc, Washington, DC
e Division of Cardiothoracic Surgery, Stanford University, Stanford, Calif

Received for publication April 24, 2005; revisions received May 4, 2006; accepted for publication July 12, 2006.

* Address for reprints: Joseph E. Bavaria, MD, Brooke Roberts Professor of Surgery, Division of Cardiothoracic Surgery, 4 Silverstein, Hospital of University of Pennsylvania, 3400 Spruce St, Philadelphia, Pa 19104 (Email: joseph.bavaria{at}uphs.upenn.edu).


    Abstract
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix
 References
 
OBJECTIVE: Results are presented from the first completed multicenter trial directed at gaining approval from the US Food and Drug Administration of endovascular versus open surgical repair of descending thoracic aortic aneurysms.

METHODS: Between September 1999 and May 2001, 140 patients with descending thoracic aneurysms were enrolled at 17 sites and evaluated for a Gore TAG Thoracic Endograft. An open surgical control cohort of 94 patients was identified by enrolling historical and concurrent subjects. Patients were assessed before treatment, at treatment, and at hospital discharge and returned for follow-up visits at 1 month, 6 months, and annually thereafter.

RESULTS: One hundred thirty-seven of 140 patients had successful implantation of the endograft. Perioperative mortality in the endograft versus open surgical control cohort was 2.1% (n = 3) versus 11.7% (n = 11, P < .001). Thirty-day analysis revealed a statistically significant lower incidence of the following complications in the endovascular cohort versus the surgical cohort: spinal cord ischemia (3% vs 14%), respiratory failure (4% vs 20%), and renal insufficiency (1% vs 13%). The endovascular group had a higher incidence of peripheral vascular complications (14% vs 4%). The mean lengths of intensive care unit stay (2.6 ± 14.6 vs 5.2 ± 7.2 days) and hospital stay (7.4 ± 17.7 vs 14.4 ± 12.8 days) were significantly shorter in the endovascular cohort. At 1 and 2 years’ follow-up, the incidence of endoleaks was 6% and 9%, respectively. Through 2 years of follow-up, there were 3 reinterventions in the endograft cohort and none in the open surgical control cohort. Kaplan–Meier analysis revealed no difference in overall mortality at 2 years.

CONCLUSIONS: In this multicenter study early outcomes with descending aortic endovascular stent grafting were very encouraging when compared with those of a well-matched surgical cohort. However, at 2 years’ follow-up, there is an incidence of endoleaks and reinterventions associated with endovascular versus open surgical repair. Continued vigilant surveillance of patients treated with an endograft is important.



Abbreviations and Acronyms AAA = abdominal aortic aneurysm; ASA = American Society of Anesthesiologists; CT = computed tomography; CVA = cerebrovascular accident; DTA = descending thoracic aortic aneurysm



    Introduction
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix
 References
 
GoAlthough more than 10 years have passed since the first endovascular treatment of a descending thoracic aortic aneurysm (DTA), there has been only one comparative report of open versus endovascular repair.1Go

The prevalence of thoracic aortic aneurysms has appeared to triple in the 2 most recent decades.2,3Go Whether this represents an increase in the elderly proportion of our population, improved diagnostic capabilities, or an actual increase in incidence is unknown. Thoracic aortic aneurysms are now estimated to affect 10 of every 100,000 elderly adults, with 30% to 40% of these being DTAs. Although open repair has become a refined surgical procedure, with extracorporeal circulation for peripheral organ preservation and multiple techniques for spinal cord protection, it has nevertheless been associated with significant mortality, and the cumulative morbidity in this aged population frequently exceeds 50% to 70%.4,5Go The highly invasive nature of this procedure necessitates a prolonged recovery period, with return to well-being frequently delayed 4 to 6 months postoperatively. Additionally, high-risk patients previously denied surgical repair might become surgical candidates if a less-invasive endovascular option were possible. For the above reasons, an endovascular repair is highly attractive.

This report documents the results of the phase II W. L. Gore Tag Multi-Center Trial comparing the results of endovascular repair with those of an open surgical control group. The results of this study comprise the data presented for US Food and Drug Administration panel review.


    Materials and Methods
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix
 References
 
Between September 1999 and May 2001, 140 patients with DTA who met strict inclusion and exclusion criteria (Table 1) were enrolled in a phase II study at 17 sites (Appendix A) across the United States and treated with a Gore TAG Endograft. An open surgical control cohort of 94 patients was identified by screening recent surgical cases for eligibility, beginning with the most recent procedure and working sequentially backward. Patients receiving the endograft were also required to be candidates for open surgical repair. DTAs deemed suitable for repair included all fusiform aneurysms greater than twice the diameter of the normal adjacent aorta or any saccular aneurysm of sufficient severity to warrant surgical repair. All patients were required to have at least a 2-cm length of nonaneurysmal aorta distal to the left carotid artery and proximal to the celiac axis. Specifically excluded were mycotic aneurysms, unstable patients with rupture, acute or chronic dissections, and all patients with a connective tissue disorder.


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Table 1. Inclusion and exclusion criteria for endograft and open surgical cohorts
 

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Appendix A. Subject enrollment by investigative site
 
Endograft diameters ranged from 26 to 40 mm, allowing use in aortas 23 to 37 mm in diameter, with a 7% to 18% oversizing of diameter determined from the computed tomographic (CT) scan. Follow-up visits including plain radiographs and CT scans were scheduled at 1, 6, and 12 months and annually thereafter.

All adverse events were reported by individual sites. These events were then verified by independent study monitors. Finally, a clinical events committee consisting of 4 endovascular and cardiothoracic physicians reviewed selected adverse events to ensure consistent adverse event classification. This report includes data collected through the 24-month follow-up visit. Follow-up through 5 years continues.

Surgical Treatment
Open surgical repair was accomplished by means of the routine in place at each member institution. The use of spinal drainage was variable. The majority (82%) of the open surgical control group was composed of subjects with procedure dates ranging from January 1998 through May 2001. The remaining had a procedure date earlier than 1998.

Patients in the endograft group were treated with the Gore TAG endoprosthesis, a flexible polytetrafluoroethylene graft with a nitinol exoskeleton. The device is inserted through a 20F, 22F, or 24F (OD) sheath, depending on device size. Iliac and femoral vessel size and degree of calcification were assessed preoperatively on CT scan to allow for smooth introduction of the device. Procedures were performed in surgical or radiology suites with fluoroscopic control, usually after achievement of general anesthesia.

In June 2001, the sponsor received reports of fractures in the longitudinal support spine. Based on this, the device was voluntarily withdrawn from the market in November 2001. Of the 19 reported fractures, only 1 required further intervention. The device was modified and subsequently tested in a confirmatory study between January and June 2004.

Statistical Methods
Selected baseline characteristics are compared between the endograft and surgical control cohorts. Continuous variables are summarized by using means, standard deviations, and percentiles (eg, medians). Comparison of continuous variables between groups uses 2-sample t tests. Where normality does not hold, a Wilcoxon rank sum test was used. Categoric variables are summarized by using counts and percentages. Between-group comparisons for these variables use the Fisher exact test. Survival analyses use the Kaplan–Meier method. All tests use a 5% 2-tailed type I error rate. No statistical adjustment for multiple testing has been made, and P values are considered exploratory. Because of the limits of data collection in the open surgical control group, a large percentage of the aortic morphology characteristics are missing. For these variables, the distributions are presented, but no tests of significance are indicated.


    Results
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix
 References
 
Patient Characteristics
One hundred forty patients satisfied all inclusion and exclusion criteria (Table 1) between September 1999 and May 2001 and were enrolled to receive the TAG thoracic endoprosthesis at 17 centers (endograft group). At the same centers, the open surgical control cohort enrolled 94 patients.

Subject demographics, previous medical history, and pretreatment aortic morphology are listed in (Tables E1 and E2). There was no significant difference in age, sex, body mass index, aneurysm size or aneurysm length, previous coronary artery disease, congestive heart failure, stroke, peripheral arterial disease, or American Society of Anesthesiologists class in the endograft group versus the open surgical control cohort. There was a higher incidence of symptomatic aneurysms (38% vs 21%, P = .007) in the surgical control group. The aortic diameter immediately proximal (30.8 ± 4.1 vs 33.9 ± 8.3 mm) and distal (29.8 ± 3.7 vs 33.6 ± 7.1 mm) to the aneurysm was larger in the surgical control group.


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Table E1. Baseline characteristics
 
Historical Versus Concurrent Open Surgical Control Subjects
Of the 94 patients enrolled in the open surgical control cohort, 44 were concurrent control subjects and 50 were historically and retrospectively acquired by selecting the most recent surgical patients in reverse chronologic order. Appendices E1 through E3 list a comparison of the concurrent versus historical control subjects. The only significant difference between the 2 groups was that the concurrent cohort were older than the historical cohort (mean age, 71 ± 9.3 vs 65.7 ± 10.3 years; P = .01).


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Appendix E1. Historical versus concurrent control subjects: Demographics
 
Early Outcome
Procedural data
One hundred thirty-seven of the 140 patients scheduled to receive the endograft had successful deployment of the device. Three patients could not get the device because of ileofemoral access limitations. During the initial procedure, 234 devices were implanted in the 137 subjects of the endograft cohort: 61 (45%) patients received 1 device, 60 (44%) patients received 2 devices, 11 (8%) patients received 3 devices, and 5 (4%) patients received 4 devices. The most common diameter size of graft implanted was 34 mm (44%). Grafts larger than 34 mm comprised 35% of the population, and grafts smaller than 34 mm made up only 21%. Fifteen percent of patients (n = 21) had a conduit constructed to insert the device. Of these, 62% had iliac conduits, 14% had infrarenal aortic conduits, 14% had femoral conduits, and 10% were not documented. One patient had an external iliac rupture requiring placement of wall stents. The left subclavian artery was covered in 28 (20%) cases. All patients had a left carotid to subclavian bypass before the subclavian artery was covered. There were no patients who had preparatory carotid-subclavian bypass and then failed to undergo endografting.

Patients in the open surgical control cohort underwent left thoracotomy and aneurysm resection with interposition graft placement. Seventy-eight percent of aneurysms were repaired with extracorporeal circulatory support. Spinal drainage was variable as per the protocol at each member institution.

Perioperative mortality
Operative mortality defined as death within 30 days of the procedure or on the same hospital admission was 2.1% (n = 3) in the endograft group versus 11.7% (n = 11) in the open surgical control cohort (P = .004).

ENDOGRAFT COHORT. One early death was due to a postoperative stroke, and another was due to a cardiac event on postoperative day 15. The third death occurred nearly 7 months after the procedure from septic complications after a long, complicated in-hospital course after respiratory arrest. At autopsy, this patient had an aortoesophageal fistula.

OPEN SURGICAL CONTROL COHORT. The causes of death among the 11 perioperative mortalities in the open surgical cohort were respiratory failure (n = 6), cerebrovascular accident (CVA; n = 3), cardiac arrest (n = 1), and aortoesophageal fistula (n = 1).

Spinal cord ischemia
The total spinal cord ischemia incidence was 2.9% (4/140) in the endograft cohort versus 13.8% (13/94) in the open surgical control group (P = .003). In the endograft cohort 3 patients had paraplegia, and 1 had paraparesis. Of the 4 patients, 2 were fully recovered, and 2 had residual weakness. Three of the 4 cases of spinal ischemia were diagnosed soon after surgical intervention, and 1 was clearly related to ileofemoral bleeding and postprocedural hypotension. Two of 4 patients with spinal cord ischemia had previous abdominal aortic aneurysm (AAAs) treated with aortobifemoral bypass. Forty-two (30%) patients in the endograft group had previous infrarenal aortic replacement, resulting in a 4.8% rate of spinal cord events in the AAA and endograft subgroup. Paraplegia in patients without previous abdominal aortic replacement was 2% (P = .36, not significant). Three of 4 patients with spinal ischemia had multiple devices placed for a full left subclavian to celiac DTA pavement.

In the open surgical control cohort, of the 13 cases of spinal ischemia, 8 were paraplegia, and 5 were paraparesis. Six of the 8 cases of paraplegia resulted in death.

Cvas
CVA was defined as a new neurologic deficit (lasting >24 hours), as determined by CT/magnetic resonance imaging, clinical examination, or both. The incidence of CVA was similar in the endograft and open surgical control cohorts (3.6% [n = 5] vs 4.3% [n = 4], P = .58). Four of the 5 patients with a stroke in the endograft group had coverage of the left subclavian artery with the endograft for a proximal aneurysm and a carotid-subclavian bypass. Of 28 patients undergoing subclavian coverage, 4 (14%) had a CVA compared with 1% of patients in whom the graft terminated distal to the subclavian artery (P < .001).

Other perioperative complications
For other perioperative complications, see Table 2. The endovascular cohort had a lower incidence of respiratory failure and renal failure and a higher incidence of peripheral vascular complications. The mean length of intensive care unit stay (2.6 ± 14.6 vs 5.2 ± 7.2 days, P < .001) and total length of hospital stay (7.4 ± 17.7 vs 14.4 ± 12.8 days, P < .001) were significantly shorter in the endovascular cohort.


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Table 2. Early postoperative outcomes
 
Follow-up
The mean duration of follow-up was 25.8 months (range, 0.13-53.5 months) in the endograft cohort and 24.9 months (range, 0.48-66.3 months) in the open surgical control cohort. Through 2 years, follow-up was complete in 86% and 77%, respectively, of the endograft and open surgical control cohorts. The remaining patients either withdrew, were lost to follow-up, or missed the 24-month follow-up appointment.

Overall survival
Kaplan–Meier analysis reveals an estimated 2-year survival of 78% and 76% (P = .48) in the endograft group and the open surgical control cohort, respectively (Figure 1).


Figure 1
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Figure 1. Kaplan–Meier survival curves for the endograft group versus the open surgical control cohort.

 
Endoleaks
At the 30-day follow-up visit, 11% (12/110) of patients had an endoleak documented. At 1 year of follow-up, there were no new endoleaks that had not been documented at 30 days, and there were 6 ongoing endoleaks, for an incidence at 1 year of 6% (6/103). At the 2-year follow-up visit, there were 2 new endoleaks present and 5 ongoing endoleaks, for a 2-year incidence of 9% (7/80). Of the diagnosed endoleaks, 60% were type I, 12% were type II, 12% were type III, and 16% were of an indeterminate cause.

Aneurysm regression
There were no cases of aneurysm rupture in either cohort. At 2 years’ follow-up, 45% (30/67) of the endovascular patients had a decrease in aneurysm size of 5 mm or greater, 42% (28/67) had no change (<5 mm), and 13% (9/67) had an increase in aneurysm size of 5 mm or greater.

Stent migration and fracture
There was 1 case of stent migration diagnosed by 2 years’ follow-up, with no clinical sequelae. Stent fractures were identified in 19 (14%) patients through 2 years after treatment. Only one fracture was associated with a clinical sequela, an endoleak that was successfully treated with an additional endograft.

Aortic reoperation
There were 3 reinterventions in the endograft group through 2 years after treatment. Two of the 3 reinterventions involved a repeat endovascular procedure with no operative mortality. One patient in the endovascular group was operated on with an open surgical technique 73 days after the initial procedure, when he presented with recurrent infections and positive blood cultures, and a presumptive diagnosis of an infected stent graft was made. Intraoperatively, the patient was found to have an aortoesophageal fistula that was treated with graft removal and extra-anatomic bypass. Postoperatively, this patient had multisystem organ failure and died.


    Discussion
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix
 References
 
Treatment of thoracic aneurysmal disease is a challenging entity. Nonoperative survival is dismal.6,7Go Although surgical resection is durable, perioperative mortality and morbidity are variable. Earlier reports suggest a perioperative mortality of 12% to 44%, depending on comorbid conditions8,9Go and urgency of operation. More recent literature from expert high-volume centers report mortality in the range of 4% to 9% and incidence of paraplegia of less than 3% for isolated DTAs.10,11Go

As "minimally invasive" endovascular treatment has become technically feasible, initially with homemade first-generation grafts and now with commercially available thoracic endografts, it is being offered as an attractive treatment option to patients. Thoracic aortic endografts have been used with early success in small- to moderate-sized, retrospective, single-center series.12-17Go

We previously reported on the initial results of the Gore TAG Endograft.18Go The present report includes a more in-depth and complete analysis of the initial data and, importantly, a comparative analysis with an open surgical control cohort. To our knowledge, this is the largest comparison of endovascular versus open surgical repair of DTA.

Although the open surgical control cohort in this study was not randomized, it is robust for several reasons:

1 It is a multicenter control cohort and not a single-surgeon experience, thus making it more applicable to results expected across the country.
2 The control group was subject to the same inclusion and exclusion criteria as the endograft group (apart from anatomic indications that make endograft repair technically unfeasible).
3 Forty-seven percent of the control group was concurrently enrolled. All demographic data and past medical history were compared between the concurrent and historical groups to try and ensure that the historical control subjects (53%) were "similar" patients to the concurrent group. The only variable that was significantly different was that the concurrent cohort was older than the historical cohort (mean age, 71 ± 9.3 vs 65.7 ± 10.3 years; P = .01).
4 The endograft and open surgical control groups were of similar age and comorbid status. The higher incidence of symptomatic aneurysms (38% vs 21%, P = .007) in the open surgical control group likely reflects the fact that endografts were not available in a timely fashion for these patients. The aortic diameter immediately proximal and distal to the aneurysm was larger in the open surgical control group. Aortic diameter greater than 37 mm in a proximal or distal landing zone was a contraindication to endovascular intervention because of the limitations of device size.

Specific Findings of This Study
Perioperative results were generally improved in the endograft cohort versus the open surgical control cohort. Perioperative mortality was lower (2.1% vs 11.7%, P = .004). Lengths of intensive care unit and hospital stay were shorter. Postoperative respiratory and renal failure was lower in the endograft cohort.

The incidence of spinal cord ischemia was 2.9% (n = 4) in the endograft cohort versus 13.8% (n = 13, P = .003) in the open surgical control cohort. Theoretical reasons for lower spinal cord ischemia rates with an endovascular technique include no period of aortic crossclamping; fewer periods of perioperative hypotension associated with blood loss or hemodynamic shifts; the ability to tolerate higher mean arterial pressures because there are no suture lines; earlier awakening from general anesthesia, which allows one to tailor blood pressure management to neurologic examination; and slow thrombosis of the aneurysmal sac versus acute occlusion of critical vessels in surgical patients. The 2.9% incidence of spinal ischemia in the endovascular cohort (and 4.8% rate in patients with a previous AAA) is consistent with DTA endograft rates published in the literature of 3.6% to 6.5%.13-22Go

Importantly, 2 of the 4 patients with spinal ischemia in this study made a full recovery. Spinal drainage was not consistently implemented in this series. Guidelines19Go for the use of cerebrospinal fluid drainage and somatosensory evoked potentials monitoring during DTA endograft procedures have been recently presented, and the recommendations for the use of these adjuncts are as follows: (1) patients with previous AAA repair and (2) full (subclavian artery to celiac axis) coverage of the descending aorta (DTA Extent C23Go).

The 13.8% incidence of spinal ischemia in the open surgical control cohort is higher than the recent best single-center published results of approximately 3%.9,10Go This study’s higher rate might be due to several factors:

1 The surgeons performing the open procedures had various surgical backgrounds.
2 It is a multicenter trial, with variable volume of thoracic aortic surgery performed in each center.
3 This study excluded patients with aneurysmal dilatation of type B dissections, who are thought to have a reduced paraplegia rate in comparison with those with atherosclerotic aneurysms.24Go
4 There was a variable use of spinal cord protection techniques, as per surgeon preference.

For the above listed reasons, we believe this higher incidence of 13.8% probably better reflects the expected incidence throughout the country for all comers.

The incidence of CVA during the first 30 days was similar in both cohorts (3.6% for the endograft group vs 4.3% for the open repair group). However, strokes in the endovascular group clustered around those patients who underwent coverage of the left subclavian artery. This result might reflect a greater proximal atherosclerotic burden at the aortic arch and brachiocephalic vessels in patients who require coverage of the subclavian artery. Patients who require endografting at the level of the arch might need different adjunctive operative strategies in the future to decrease the incidence of CVA in this group.

Follow-up
Open surgical repair is known to be a durable and long-lasting operation with a very low incidence of reoperation, although the actual incidence of reoperation is unknown. Causes of reoperation with open repair include graft infection, pseudoaneurysm formation at suture lines, ongoing aortic aneurysmal disease, intercostal patch aneurysms, and the dreaded complication of aortic-enteric fistulas. The durability and long-term complication rate of thoracic endografts are yet to be determined. Recent publications have cautioned that late aortic complications do develop with thoracic endografts.25,26Go What is not clear is the acceptable frequency of reintervention with endografting. Reinterventions in the endograft group might be for reasons similar to those for open surgical repair or a new set of complications. In this study there were no reinterventions required in the open surgical group and 3 reinterventions in the endovascular group through 2 years of follow-up. As our knowledge of the nuances of endografting increases, along with technical improvements in graft design and delivery, it will be of interest to see whether the late complication rate will decrease.

There was no difference in overall survival between the 2 cohorts through 2 years of follow-up (Figure 1). There was one late aneurysm-related death (graft infection requiring conversion to open repair) in the endovascular group, and no late aneurysm-related deaths in the open surgical group. There were no aortic ruptures in either population.

Limitations of the Study
The main limitation of the study is that the groups were not randomized. In addition, 2-year follow-up was available in only 77% of the open surgical control cohort and 86% of the endograft cohort. DTAs are a slow-growing and indolent process. Until we have long-term follow-up data, it is difficult to know whether endografting has improved the natural history of these patients. This study was limited to a low-risk group of patients with isolated DTAs, and results might not be applicable to other pathologies for which endografting can be used.


    Conclusions
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix
 References
 
In this study of 140 patients treated with endografts versus 94 open surgical control patients, we conclude the following:

1 Perioperative mortality and morbidity were significantly less with an endovascular approach.
2 Spinal cord ischemia was significantly less in the endograft cohort.
3 The overall stroke rate was similar in both the endograft and open surgical control cohorts.
4 The reintervention rate and continued presence of complications, such as endoleaks, is higher in the endograft group. The presence of endoleaks can lead to future complications, but their significance is still unclear.
5 There was no survival advantage associated with either strategy after 2 years of follow-up.

As technology continues to improve and we as surgeons progress along the learning curve, the long-term complications of endografting might or might not be mitigated. Therefore continued vigilant surveillance of patients treated with endovascular repair is important.


    Appendix
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix
 References
 
Go Go Go


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Appendix E2. Historical versus concurrent control subjects: Pretreatment medical history
 

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Appendix E3. Historic versus concurrent control subjects: Pretreatment aortic morphology
 

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Table E2. Pretreatment aortic morphology
 

See related editorial on page 285.

 


    Footnotes
 
Supported by W. L. Gore, Flagstaff, Arizona.

Joseph Bavaria, Michel Makaroun, Joel Verter, Zi-Fan Yu, and Scott Mitchell report consulting fees from W. L. Gore. Joseph Bavaria and Michel Makaroun report grant support from W. L. Gore.

Read at the Eighty-fifth Annual Meeting of The American Association for Thoracic Surgery, San Francisco, Calif, April 10-13, 2005.

* See Appendix A Back


    References
 Top
 Abstract
 Introduction
 Materials and Methods
 Results
 Discussion
 Conclusions
 Appendix
 References
 

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