Abstract
Background
A hybrid approach to chronic total occlusion (CTO) percutaneous coronary intervention (PCI) prioritizing and combining all available crossing techniques was developed to optimize procedural efficacy, efficiency, and safety, but there is limited published data on its outcomes.
Methods
We examined the procedural techniques and outcomes of 1,036 consecutive CTO PCIs performed using a hybrid approach between 2012 and 2015 at 11 US centers.
Results
Mean age was 65±10 years and 86% of the patients were men, with a high prevalence of diabetes mellitus (43%) and prior coronary artery bypass graft surgery (34%). Most target CTOs were located in the right coronary artery (59%), followed by the left anterior descending artery (23%) and the circumflex (19%). Dual injection was used in 71%. Technical success was achieved in 91% and a major procedural complication occurred in 1.7% of cases. The final successful crossing technique was antegrade wire escalation in 46%, antegrade dissection/re-entry in 26%, and retrograde in 28%. The initial crossing strategy was successful in 58% of the lesions, whereas 39% required an additional approach. Overall, antegrade wire escalation was used in 71%, antegrade dissection/re-entry in 36%, and the retrograde approach in 42% of procedures. Median contrast volume, fluoroscopy time, and air kerma radiation dose were 260 (200–360) ml, 44 (27–72) min, and 3.4 (2.0–5.4) Gray, respectively.
Conclusion
Application of a hybrid approach to CTO crossing resulted in high success and low complication rates across a varied group of operators and hospital practice structures, supporting its expanding use in CTO PCI.
Keywords: chronic total occlusion, percutaneous coronary intervention, techniques, outcomes
Introduction
Successful percutaneous coronary intervention (PCI) of chronic total occlusions (CTOs) can provide significant clinical benefits (1–4). However, it can be challenging to perform, with inability to cross the occlusion being the main mode of failure (5). Three broad categories of CTO crossing techniques are currently utilized (6): antegrade wire escalation (7), antegrade dissection/re-entry (8–11), and the retrograde approach (12–14), all of which have contributed to improved procedural success rates (15–19). Selecting the optimal technique for each CTO lesion can be challenging, but this process has recently been streamlined with the introduction of a hybrid CTO crossing algorithm (Figure 1) (20). The hybrid algorithm assesses four key angiographic characteristics to determine the optimal initial and subsequent crossing strategies (20). The term hybrid refers to (a) sequential use of CTO crossing techniques if the initially attempted technique fails and (b) unification of all 3 currently available CTO crossing techniques under a single algorithm (19–26). The goal of the present study was to examine the impact of a hybrid approach on procedural workflow and outcomes of CTO PCI in a multicenter, contemporary CTO PCI registry (27).
Methods
Patient population
We examined the procedural techniques and outcomes of 1,036 consecutive CTO PCIs (1,019 patients) performed using a hybrid approach between January 2012 and March 2015 at 11 US centers: Appleton Cardiology, Appleton Wisconsin; Columbia University, New York, New York; Massachusetts General Hospital, Boston, Massachusetts; Medical Center of the Rockies, Loveland, Colorado; Piedmont Heart Institute, Atlanta Georgia; St. Joseph Medical Center, Bellingham Washington; St. Luke’s Health System’s Mid-America Heart Institute, Kansas City, Missouri; Torrance Memorial Center, Torrance, California; VA Minneapolis Healthcare System, Minneapolis, Minnesota, VA North Texas Health Care System, Dallas, Texas, and VA San Diego Healthcare System, San Diego, California. All procedures were performed by operators with expertise in CTO PCI using a hybrid approach. Data collection was performed both prospectively and retrospectively and recorded in a dedicated CTO database (PROGRESS CTO, Clinicaltrials.gov Identifier: NCT02061436). The study was approved by the institutional review board of each site.
Definitions
Coronary CTOs were defined as coronary lesions with thrombolysis in myocardial infarction (TIMI) grade 0 flow of at least 3 month duration. Estimation of the occlusion duration was based on first onset of anginal symptoms, prior history of myocardial infarction in the target vessel territory, or comparison with a prior angiogram.
Calcification was assessed by angiography as mild (spots), moderate (involving ≤50% of the reference lesion diameter) and severe (involving >50% of the reference lesion diameter). Moderate proximal vessel tortuosity was defined as the presence of at least 2 bends >70 degrees or 1 bend >90 degrees and severe tortuosity as 2 bends >90 degrees or 1 bend >120 degrees in the CTO vessel. Technical success of CTO PCI was defined as successful CTO revascularization with achievement of <30% residual diameter stenosis within the treated segment and restoration of TIMI grade 3 antegrade flow. Procedural success was defined as achievement of technical success with no inhospital major adverse cardiac events (MACE). In-hospital MACE included any of the following adverse events prior to hospital discharge: death, acute myocardial infarction, urgent repeat target vessel revascularization with PCI or coronary artery bypass graft surgery (CABG), tamponade requiring either pericardiocentesis or surgery, and stroke. Major bleeding was defined as bleeding resulting in transfusion, requiring surgical intervention, or causing hemoglobin drop ≥3g/dL.
Statistical analysis
Descriptive statistics were used to report the angiographic measurements, clinical characteristics, and in-hospital outcomes. All procedures were categorized based on technical success or technical failure and compared in terms of baseline clinical characteristics, angiographic characteristics and procedural data. Categorical variables were expressed as percentages and compared using the chi-square test or Fischer’s exact test. Continuous variables were presented as mean ± standard deviation or median (interquartile range) and were compared using the t-test, one-way analysis of variance or Wilcoxon rank-sum test, as appropriate. All statistical analyses were performed with JMP 11.0 (SAS Institute, Cary, North Carolina). Two-sided p-values <0.05 were considered statistically significant.
Results
Patient characteristics
The mean age was 65±10 years. Most patients (86%) were men, with a high prevalence of diabetes mellitus (43%), dyslipidemia (96%), hypertension (90%), peripheral arterial disease (17%), prior PCI (67%), and prior CABG (34%) (Table 1). Compared with patients in whom CTO PCI was successful, patients in whom CTO PCI failed were more likely to have had a history of myocardial infarction (58% vs. 40%, p=0.001), CABG (46% vs. 33%, 0.013), PCI (78% vs. 65%, 0.015) or stroke (17% vs. 11%, p=0.048).
Table 1.
Clinical Characteristics | Overall (n=1036) | Technical Success (n=940) | Technical Failure (n=96) | p |
---|---|---|---|---|
| ||||
Age (years)* | 65±10 | 65±10 | 67±10 | 0.073 |
| ||||
Men (%) | 86 | 85 | 91 | 0.122 |
| ||||
Hypertension (%) | 90 | 89 | 95 | 0.117 |
| ||||
Dyslipidemia (%) | 96 | 95 | 98 | 0.421 |
| ||||
Diabetes mellitus (%) | 43 | 44 | 34 | 0.069 |
| ||||
Heart failure (%) | 28 | 27 | 35 | 0.094 |
| ||||
Previous MI (%) | 42 | 40 | 58 | 0.001 |
| ||||
Previous CABG (%) | 34 | 33 | 46 | 0.013 |
| ||||
Previous PCI | 67 | 65 | 78 | 0.015 |
| ||||
Previous stroke (%) | 11 | 11 | 17 | 0.048 |
| ||||
Peripheral arterial disease (%) | 17 | 17 | 24 | 0.078 |
| ||||
Angiographic characteristics | ||||
| ||||
CTO target vessel | 0.013 | |||
RCA (%) | 59 | 58 | 66 | |
LCX (%) | 19 | 18 | 24 | |
LAD (%) | 23 | 24 | 11 | |
| ||||
CTO length (mm)* | 30 (20–40) | 30 (20–40) | 38 (25–51) | 0.014 |
| ||||
Moderate/severe calcification (%) | 56 | 54 | 68 | 0.008 |
| ||||
Moderate/severe tortuosity (%) | 33 | 32 | 45 | 0.010 |
| ||||
Prior failed CTO PCI (%) | 16 | 16 | 19 | 0.401 |
| ||||
Lack of “interventional collaterals” (%) | 39 | 36 | 58 | <0.001 |
| ||||
In-stent restenosis (%) | 13 | 12 | 17 | 0.182 |
| ||||
J-CTO score* | 2.5±1.2 | 2.4±1.2 | 3.2±1.0 | <0.001 |
mean ± standard deviation or median (interquartile range).
CABG, Coronary artery bypass graft surgery; CTO, chronic total occlusion; LAD, left anterior descending artery; LCX, left circumflex artery; MI, myocardial infarction; PCI, percutaneous coronary intervention; RCA, right coronary artery.
Angiographic and procedural characteristics
The most common CTO target vessel was the right coronary artery (59%), followed by the left anterior descending artery (23%) and the circumflex (19%). Moderate to severe calcification and moderate to severe tortuosity were present in 56% and 33% of the CTO lesions, respectively. PCI of the target CTO had been attempted in 16% of cases and 13% of the lesions were due to in-stent restenosis. The mean J-CTO score was 2.5±1.2. Compared with successful procedures, CTO lesions in the failed procedures were longer (38 [25–51] vs. 30 [20–40] mm, p=0.014), and more calcified (68% vs. 54%, p=0.008), and had greater tortuosity (45% vs. 32%, p=0.010), and higher J-CTO scores (3.2±1.0 vs. 2.4±1.2, p<0.001) (Table 1). Lack of “interventional” collaterals (suitable for the retrograde approach) was also more frequent in failed cases (58% vs. 36%, p<0.001).
Outcomes
Technical success and procedural success were achieved in 91% and 90% of the procedures, respectively. Median total procedure time, fluoroscopy time, air kerma radiation exposure and contrast volume were 119 (82–175) min, 44 (27–72) min, 3.4 (2.0–5.4) Gray, and 260 (200–360) ml, respectively. An average of 2.5±1.1 stents were implanted in 98% of the successful cases, and 98% of the stents were overlapping (Table 2).
Table 2.
Outcomes and equipment utilization | Overall (n=1036) | Technical Success (n=940) | Technical Failure (n=96) | p |
---|---|---|---|---|
Radial access (%) | 22 | 21 | 18 | 0.317 |
Dual injection (%) | 71 | 69 | 89 | 0.001 |
Procedural success (%) | 90 | 99 | 0 | <0.001 |
Procedure time (min)* | 119 (82–175) | 115 (80–167) | 179 (127–238) | <0.001 |
Fluoroscopy time (min)* | 44 (27–72) | 41 (26–68) | 70 (49–96) | <0.001 |
Patient AK dose (Gray)* | 3.4 (2.0–5.4) | 3.2 (2.0–5.3) | 5.3 (2.7–7.7) | <0.001 |
Patient DAP dose (Gray* cm2)* | 262 (141–397) | 258 (141–396) | 299 (140–400) | 0.598 |
Contrast volume (ml)* | 260 (200–360) | 260 (195–350) | 305 (208–426) | 0.005 |
median, interquartile range
AK: air kerma; DAP: dose area product.
A major complication occurred in 17 patients (1.7%): 3 patients died (1 due to cardiac tamponade followed by unsuccessful pericardiocentesis, 1 due to myocardial infarction and 1 due to a vascular access complication), 8 patients had an acute myocardial infarction (one of whom died, as mentioned above), 1 patient experienced a stroke, 5 patients had cardiac tamponade requiring pericardiocentesis (one of whom died, as mentioned above), and 2 patients required urgent target vessel revascularization with PCI. Major bleeding occurred in 6 patients (0.6%), vascular access complications in 15 (1.4%), and donor vessel injury including perforation in 40 cases (3.9%).
CTO crossing strategies
The type and sequence of CTO crossing techniques utilized in the study patients is presented in Table 3. Radial access was used in 22% and dual injection was utilized in 71% of the CTO lesions.
Table 3.
Crossing technique | Overall (n=1036) | Technical Success (n=940) | Technical Failure (n=96) | p |
---|---|---|---|---|
| ||||
Antegrade wire escalation (%) | 71 | 71 | 70 | 0.814 |
| ||||
Antegrade dissection/re-entry (%) | 36 | 34 | 49 | 0.005 |
| ||||
Retrograde (%) | 42 | 39 | 66 | <0.001 |
| ||||
Number of approaches* | 1.5±0.8 | 1.5±0.8 | 1.9±0.8 | <0.001 |
| ||||
Number of approach changes | 0.5±0.8 | 0.5±0.8 | 0.9±0.8 | <0.001 |
| ||||
Initial approach | ||||
Antegrade wire escalation (%) | 66 | 67 | 60 | 0.030 |
Antegrade dissection/re-entry (%) | 14 | 15 | 10 | |
Retrograde (%) | 19 | 18 | 29 | |
| ||||
Initial approach successful | ||||
Overall (%) | 58 | |||
Antegrade wire escalation (%) | 55 | - | - | - |
Antegrade dissection/re-entry (%) | 60 | |||
Retrograde (%) | 66 | |||
| ||||
Final successful crossing technique | ||||
Antegrade wire escalation (%) | - | 46 | - | - |
Antegrade dissection/re-entry (%) | 26 | |||
Retrograde (%) | 28 |
mean ± standard deviation
The initial crossing approach was antegrade wire escalation in 66%, antegrade dissection/re-entry in 14%, and retrograde in 19% of the cases (Figure 2). The initial crossing approach was successful in 598 (58%) procedures, while additional crossing strategies were utilized in 404 procedures (39%). The remaining 34 cases (3%) were unsuccessful and were stopped after the first crossing attempt. The success rates of antegrade wiring, antegrade dissection/re-entry, and retrograde crossing as initial approach was 55%, 60% and 66%, respectively (P=0.671).
Overall, antegrade wire escalation was used in 71%, antegrade dissection/reentry in 36%, and the retrograde approach in 42%. Among successful cases (n=940), the final successful crossing technique was antegrade wire escalation in 46%, antegrade dissection/re-entry in 26%, and retrograde in 28%. An average of 1.5±0.8 crossing strategies were utilized, with failed CTO PCI procedures requiring more approach changes than successful ones (Table 3). The clinical and angiographic characteristics of patients, classified according to the initial crossing strategy, are presented in Table 4.
Table 4.
Variable | Antegrade wire escalation (n=687) | Antegrade dissection/re-entry (n=149) | Retrograde (n=200) | p |
---|---|---|---|---|
| ||||
Previous CABG (%) | 30 | 33 | 50 | <0.001 |
| ||||
Previous PCI (%) | 65 | 66 | 72 | 0.175 |
| ||||
CTO target vessel | ||||
RCA (%) | 53 | 70 | 70 | <0.001 |
LCX (%) | 21 | 9 | 17 | |
LAD (%) | 26 | 21 | 13 | |
| ||||
Moderate/severe calcification (%) | 53 | 50 | 67 | 0.001 |
| ||||
Moderate/severe tortuosity (%) | 33 | 27 | 38 | 0.113 |
| ||||
Prior failed attempt (%) | 13 | 22 | 24 | <0.001 |
| ||||
In-stent restenosis (%) | 13 | 19 | 9 | 0.023 |
| ||||
J-CTO score* | 2.2±1.2 | 2.6±1.2 | 3.3±0.9 | <0.001 |
mean ± standard deviation
CABG, Coronary artery bypass graft surgery; CTO, chronic total occlusion; LAD, left anterior descending artery; LCX, left circumflex artery; MI, myocardial infarction; PCI, percutaneous coronary intervention; RCA, right coronary artery.
The final technical success among cases in which the initial crossing approach was antegrade wire escalation, antegrade dissection/re-entry, and retrograde was 92%, 93%, and 86%, respectively (P=0.030, Figure 2). Antegrade wiring was the most common initial technique, however dissection/re-entry and the retrograde approach were increasingly used later in the algorithm if the classic antegrade techniques failed (Figures 3A–C).
Retrograde crossing
The retrograde approach was used in 431 cases and was successful in 273 (63%). Among successful retrograde cases, septal collaterals were used in 51%, epicardial collaterals in 29% and saphenous vein grafts in 17% (more than one type of collateral was used in some cases). Internal mammary artery grafts and smaller collaterals were used in the remaining successful retrograde cases (2%). The following retrograde crossing techniques were used: reverse controlled antegrade and retrograde tracking and dissection (reverse CART) (66%), retrograde true lumen puncture (19%), knuckle wire (6%), and CART (4%), and “just marker” technique (retrograde guidewire serving as marker of the distal true lumen) (3%) (more than one crossing techniques were used in some cases). Among successful retrograde cases (n=273), externalization was performed in 82%.
Antegrade dissection/re-entry
Overall, antegrade dissection/re-entry was used in 368 patients and was successful in 243 (66%). Among successful antegrade dissection/re-entry cases, a dissection strategy was used in 91% of the time. The dissection techniques utilized included: the CrossBoss catheter (63%), knuckle wire (28%), and subintimal guidewire entry (9%). Subintimal crossing occurred in 74% and true lumen crossing in 26% of the cases. Use of the CrossBoss catheter resulted in true lumen crossing in 21% of patients. A re-entry method was utilized for 80% of subintimal crossings, and was successful in 81%, as follows: Stingray balloon and guidewire (79%), subintimal antegrade tracking and re-entry (STAR) (11%), limited antegrade subintimal tracking (LAST) (3%), or other wire based methods (7%) (Table 5).
Table 5.
Successful antegrade wiring (n=433) | |
---|---|
| |
Guidewire that crossed | |
Pilot 200 | 36 |
Fielder XT | 19 |
Fielder FC | 5 |
Confianza Pro 12 | 11 |
Runthrough | 8 |
BMW | 5 |
Other | 16 |
| |
Successful Retrograde (n=273) | |
| |
Collaterals used* | |
Septal (%) | 51 |
Epicardial (%) | 29 |
Bypass graft – SVG (%) | 17 |
Bypass – LIMA (%) | 2 |
| |
Crossing techniques* | |
Reverse CART (%) | 67 |
Retrograde true-to-true lumen (%) | 19 |
CART (%) | 4 |
Knuckle Wire (%) | 6 |
Kissing Wire (%) | 2 |
Just marker (%) | 3 |
| |
Successful antegrade dissection/re-entry (n=243) | |
| |
Subintimal crossing (%) | 74 |
True lumen crossing (%) | 25 |
| |
Successful dissection technique | |
CrossBoss (%) | 63 |
Knuckle Wire (%) | 28 |
Antegrade wire entered subintimally (%) | 9 |
| |
Successful re-entry technique | |
Stingray system (%) | 79 |
STAR (%) | 11 |
LAST (%) | 3 |
Other (%) | 7 |
More than one collaterals or crossing techniques were used in some cases
CART, controlled antegrade and retrograde tracking and dissection; LAST, limited antegrade subintimal tracking; LIMA, lateral internal mammary artery; STAR, subintimal tracking and re-entry; SVG, saphenous vein graft.
Discussion
Our study provides unique insight into the effectiveness and safety of a hybrid approach to CTO PCI among various centers and operators. Although success with the initial crossing strategy was 58%, after use of additional strategies a final technical success rate of 91% was achieved with a low incidence of MACE (1.7%).
The first step of the hybrid approach is dual injection to optimally view the CTO target vessel, estimate lesion length and evaluate the size and quality of the distal target vessel, allowing optimal initial crossing strategy selection (23,28). Dual injection is performed via selective coronary angiography using both the CTO PCI target vessel and another vessel, such as the contralateral coronary artery or a bypass graft, that provides collaterals to the distal target vessel. Dual injection was utilized in 71% of our cases and is crucial for achieving high success rates and maximal safety in CTO PCI.
The selection of the optimal initial CTO crossing strategy is dependent on the anatomy of the coronary vessels. Four angiographic characteristics are used to make the decision (Figure 1): (a) lesion length (lesions ≥20mm in length tend to have lower success rates and longer procedure times using standard antegrade wire escalation (23)); (b) proximal cap location and morphology; (c) size, quality (i.e. vessel size and presence of luminal stenoses and/or calcification) and presence of side branches of the target coronary vessel at the distal cap; and (d) size and suitability of collateral circulation for the retrograde technique (29).
In most patients in our series (66%) antegrade wire escalation was selected as the initial crossing strategy and was successful in 55%, whereas additional crossing strategies were necessary in 43% of the patients (Figure 2). Hence, the ability to switch crossing strategies is of vital importance to achieving high success rates. In fact, 64% of cases in our registry required an alternative approach to antegrade wire escalation to achieve successful crossing. Our study confirms that antegrade wire escalation remains the most commonly utilized CTO crossing technique and was the final successful technique in the highest proportion of successful CTO PCI cases (46%). Therefore, solid antegrade wiring skills are critically important for all CTO operators.
With regards to specific CTO devices, the CrossBoss catheter and Stingray balloon and wire (Boston Scientific) (23) were used in the majority of the successful antegrade dissection/re-entry cases. Importantly, in 21% of the procedures use of the CrossBoss catheter resulted in distal true lumen crossing, which is in line with the findings of the Facilitated Antegrade Steering Technique in Chronic Total Occlusions (FAST CTOs) trial. (10,23,30) In cases of subintimal crossing successful true lumen reentry was achieved in most cases (75%), and most re-entry attempts were performed using the dedicated Stingray system with infrequent use of wire-based re-entry techniques.
Epicardial collaterals were used in 29% of the successful retrograde crossing attempts, attesting to the experience of the operators in our series, as epicardial collateral crossing carries increased risk compared to septal collateral crossing (10). Similar to other contemporary CTO PCI series (31) reverse CART was the most commonly used technique for retrograde CTO crossing. Wire externalization was performed in 80% of the retrograde cases and snaring was required in 20% of these cases. Familiarity and experience with use of snares and snaring techniques is, therefore, important when the retrograde technique is utilized (14,16).
Application of a hybrid approach resulted in high technical (91%) and procedural (90%) success in our series of 1,036 CTO PCIs. This is similar to the rates reported in prior studies. Nombela-Franco et al reported the outcomes 209 consecutive patients who underwent hybrid CTO PCI by a high-volume operator with 90.4% final angiographic success rate (25). Pershad et al. reviewed outcomes before and after adoption of a hybrid approach at two experienced CTO PCI centers (19). Among 660 cases (462 performed before and 198 performed after hybrid approach implementation), both technical (95.4% vs. 79.4%, P<0.001) and procedural (88.3% vs. 77.9%, P<0.001) success significantly improved. Antegrade wire escalation, antegrade dissection/reentry, and the retrograde approach were used in 39.3%, 28.7% and 35.3% of cases, respectively, with final success rate of 87.1%, 94.7%, and 78.8%, respectively. Michael et al. described application of a hybrid approach in 73 consecutive CTO PCI cases performed by a single operator (26). Technical success was 90.4% and the incidence of complications was 4.1%. The initial crossing approach succeeded in 54.8%, and the crossing strategies used were similar to what was observed in our study. The above studies are in line with the results of the present study, which highlights that combining multiple crossing approaches during the same procedure can result in a high success and a reasonably low complication rate.
The major complication rate in our CTO PCI series was low (17 of 1036 patients, 1.7%), with low mortality (3 of 1036 patients, 0.3%). This is consistent with a recent weighted meta-analysis of 18,061 patients from 65 studies showing low (and decreasing over time) CTO PCI complication rates (32). However, to maximize safety, adequate training and bail out equipment availability is essential for all operators and catheterization laboratories performing CTO PCI (33).
Our study has important limitations. First, although it is the largest US series of its kind reported to date, data from more patients and sites would further add to the generalizability of our findings. Second, efficiently applying a hybrid approach to CTO PCI requires extensive training and expertise in all three major CTO crossing strategies (antegrade wire escalation, antegrade dissection/re-entry, and retrograde), which in turn necessitates both didactic, but most importantly, practical experience (23,34). All cases in our series were performed by seasoned CTO PCI operators in the setting of established CTO PCI programs. Third, successful execution of a hybrid approach requires significant preparation prior to the start of the PCI, such as studying the case obtaining appropriate equipment, and planning for subsequent steps should the initial crossing attempt fail. Moreover, the decision to switch from one crossing approach to another is heavily dependent on the lack for progress with the initially selected technique and on operator technique and judgment (35). Excessive persistence in the face of minimal progress increases the chances for procedural failure due to utilization of limited resources (radiation, contrast, time). In most cases we recommend that no more than 5–10 min should be spent in a stagnant mode without minor (such as reshaping the wire tip or changing to a wire with significantly different properties), or major (such as switching from an antegrade to a retrograde approach) technique adjustments (23). Fourth, the present study focused on acute procedural outcomes and did not evaluate long-term events after CTO PCI. Fifth, central adjudication of the clinical outcomes and core angiographic laboratory analyses were not performed.
In conclusion, our study demonstrates that application of a hybrid approach by targeted use of all available CTO crossing techniques yields high success and low complication rates among various patient populations, operators, and hospitals, supporting its expanded use in CTO PCI.
Acknowledgments
We would like to thank Katrina L. Mishoe, BS, Anna Kalynych, MD, Harold Carlson, MD, James Lee, MD, Vishal G. Patel, MD, Bavana V. Rangan, BDS, MPH, Michele Roesle, RN, Luke Stone, and Cashel O’Brien for their assistance with the present study.
Study data was collected and managed using REDCap electronic data capture tools hosted at University of Texas Southwestern Medical Center.1 REDCap (Research Electronic Data Capture) is a secure, web-based application designed to support data capture for research studies, providing 1) an intuitive interface for validated data entry; 2) audit trails for tracking data manipulation and export procedures; 3) automated export procedures for seamless data downloads to common statistical packages; and 4) procedures for importing data from external sources.
Research reported in this publication was supported by the National Center for Advancing Translational Sciences of the National Institutes of Health” under award Number UL1TR001105. The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH.
Footnotes
Paul A. Harris, Robert Taylor, Robert Thielke, Jonathon Payne, Nathaniel Gonzalez, Jose G. Conde, Research electronic data capture (REDCap) - A metadata-driven methodology and workflow process for providing translational research informatics support, J Biomed Inform. 2009 Apr;42(2):377–81.
All authors herein take responsibility for all aspects of the reliability and freedom from bias of the data presented and their discussed interpretation
Conflict of Interest:
Dr. Christopoulos: none
Dr. Karmpaliotis: speaker bureau, Abbott Vascular, Medtronic, and Boston Scientific
Dr. Wyman: Honoraria/consulting/speaking fees from Boston Scientific, Abbott Vascular, and Asahi.
Dr. Alaswad: consulting fees from Terumo and Boston Scientific; consultant, no financial, Abbott Laboratories.
Dr. Yeh: Career Development Award (1K23HL118138) from the National Heart, Lung, and Blood Institute.
Dr. Jaffer: consultant to Boston Scientific, Siemens, and Merck, nonfinancial research support from Abbott Vascular, research grant from National Institutes of Health (HL-R01-108229).
Dr. Lombardi: equity with Bridgepoint Medical
Mr. Menon: none
Dr. Grantham: Speaking fees, consulting, and honoraria from Boston Scientific, Asahi Intecc. Research grants from Boston Scientific, Asahi Intecc, Abbott Vascular, Medtronic.
Dr. Kandzari: research/grant support and consulting honoraria from Boston Scientific and Medtronic Cardiovascular, and research/grant support from Abbott.
Dr. Lembo: speaker bureau: Medtronic; advisory board Abbott Vascular and Medtronic.
Dr. Moses: none
Dr. Kirtane: none
Dr. Parikh: none
Dr. Green: none
Dr. Finn: none
Dr. Garcia: consulting fees from Medtronic
Dr. Doing: none
Dr. Patel: none
Dr. Bahadorani: none
Dr. Tarar: none
Dr. Christakopoulos: none
Dr. Thompson: employee of Boston Scientific
Dr. Banerjee: research grants from Gilead and the Medicines Company; consultant/speaker honoraria from Covidien and Medtronic; ownership in MDCARE Global (spouse); intellectual property in HygeiaTel.
Dr. Brilakis: consulting/speaker honoraria from Abbott Vascular, Asahi, Boston Scientific, Elsevier, Somahlution, St Jude Medical, and Terumo; research support from Guerbet and InfraRedx; spouse is employee of Medtronic.
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