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| Name | Class |
|---|---|
| The First Affiliated Hospital with Nanjing Medical University | OTHER |
| Tsuchiura Kyodo General Hospital | OTHER |
| Keimyung University Dongsan Medical Center | OTHER |
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The prognostic factors after a percutaneous coronary intervention (PCI) have not been comprehensively investigated. The investigators sought to develop a risk model to predict future clinical events after PCI using contemporary coronary stents.
Percutaneous coronary intervention (PCI) is a standard treatment strategy for coronary artery disease (CAD). With the presence of myocardial ischemia, PCI reduces the risks of death, myocardial infarction (MI) and revascularization compared to medical therapy. However, the risk of future clinical events still remain high and about 10% of patients experienced further cardiovascular events after PCI. There are several factors that are associated with these poor outcomes. Known patient-related risk factors are diabetes mellitus, chronic kidney disease, left ventricular dysfunction, previous MI and presentation with the acute coronary syndrome. Procedure-related factors, such as stent underexpension, malapposition, edge dissection, the number of the used stent and total stent length, are also related to poor prognosis after PCI. Recent studies reported that fractional flow reserve (FFR) after coronary stenting, or post PCI FFR, was associated with future clinical outcomes after PCI and low post PCI FFR value was associated with procedural factors. However, all of these risk factors were identified in individual studies there have been no studies that comprehensively evaluated these risk factors. Therefore, the investigators sought to investigate the risk predictors of future clinical events in patients after PCI and develop a risk model, incorporating clinical, angiographic, and physiologic factors, to predict the clinical events after PCI using contemporary coronary stents.
The study population of this study is from the International Post PCI FFR Registry, which included 4 different registries from Korea, China, and Japan. All patients in this registry are available with clinical, angiographic and physiologic data and used 2nd generation drug-eluting stent (DES) for PCI. The COE-PERSPECTIVE registry (NCT01873560) was designed to evaluate the clinical relevance of post PCI FFR from 9 hospitals in Korea and Japan and enrolled a total of 835 patients available post PCI FFR value after angiographically successful PCI between May 2013 and December 2016. The 3V-FFR-FRIENDS registry (NCT01621438) enrolled a total of 1,136 patients (3,298 vessels) who underwent 3-vessel FFR measurements from 12 centers in Korea, Japan, and China between November 2011 and March 2014. Among them, 266 patients with 337 vessels who measure post PCI FFR values were included in this international registry. The DKCRUSH VII registry (ChiCTR-PRCH-12001976) enrolled a total of 1,476 patients from 9 hospitals (5 hospitals in China, 2 hospitals in the United States, 1 hospital in Asia and 1 hospital in European country) between May 2012 and September 2013 to evaluate the prognostic value of post PCI FFR on patients' future outcome. For this international registry, 780 patients with 794 vessels from Nanjing First Hospital in China, who were available with whole clinical, angiographic and physiologic data, were included in this registry. Last, the Institutional registry of Tsuchiura Kyodo General Hospital, Ibaraki, Japan included 347 patients (357 vessels) who underwent PCI and final post-PCI FFR measurement.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Post PCI state | The study population of this study underwent percutaneous coronary intervention(PCI) with 2nd generation drug-eluting stent (DES) and measured fractional flow reserve after PCI |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Percutaneous coronary intervention | Device | PCI was performed using 2nd generation DES |
|
| Measure | Description | Time Frame |
|---|---|---|
| Discrimination index of prediction model for target-vessel failure | A risk model for target-vessel failure, incorporating clinical, angiographic, and additional physiologic predictors, will be developed using this cohort. Target vessel failure is a composite of cardiac death, clinically-driven target vessel-related myocardial infarction, and clinically-driven target vessel revascularization. The target vessel will be defined as the treated vessel with 2nd generation DES which was assessed by post stent fractional flow reserve. | 2 years after index procedure |
| Measure | Description | Time Frame |
|---|---|---|
| Independent predictors for target vessel failure | Clinical, angiographic and physiologic covariables will be evaluated using machine learning for identifying the independent predictors (ex. random survival forest model). | 2 years after index procedure |
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Inclusion Criteria:
Exclusion Criteria:
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Patients who were diagnosed as obstructive coronary artery disease and treated by 2nd generation DES and measured post PCI FFR after PCI.
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| Name | Affiliation | Role |
|---|---|---|
| Bon-Kwon Koo, MD, PhD | Seoul National University Hospital | Study Director |
| Joon Hyung Doh, MD, PhD | Inje University | Principal Investigator |
| Shao-Liang Chen, MD | Nanjing First Hospital, Nanjing Medical University | Principal Investigator |
| Tsunekazu Kakuta, MD, PhD | Tsuchiura Kyodo General Hospital | Principal Investigator |
| Joo Myung Lee, MD, PhD | Samsung Medical Center | Principal Investigator |
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| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 30165437 | Background | Neumann FJ, Sousa-Uva M, Ahlsson A, Alfonso F, Banning AP, Benedetto U, Byrne RA, Collet JP, Falk V, Head SJ, Juni P, Kastrati A, Koller A, Kristensen SD, Niebauer J, Richter DJ, Seferovic PM, Sibbing D, Stefanini GG, Windecker S, Yadav R, Zembala MO; ESC Scientific Document Group. 2018 ESC/EACTS Guidelines on myocardial revascularization. Eur Heart J. 2019 Jan 7;40(2):87-165. doi: 10.1093/eurheartj/ehy394. No abstract available. | |
| 29097450 |
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| ID | Term |
|---|---|
| D003327 | Coronary Disease |
| D003324 | Coronary Artery Disease |
| ID | Term |
|---|---|
| D017202 | Myocardial Ischemia |
| D006331 | Heart Diseases |
| D002318 | Cardiovascular Diseases |
| D014652 | Vascular Diseases |
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| ID | Term |
|---|---|
| D062645 | Percutaneous Coronary Intervention |
| ID | Term |
|---|---|
| D057510 | Endovascular Procedures |
| D014656 | Vascular Surgical Procedures |
| D013504 | Cardiovascular Surgical Procedures |
| D013514 | Surgical Procedures, Operative |
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| Ulsan University Hospital |
| OTHER |
| Busan Veterans General Hospital | UNKNOWN |
| Samsung Medical Center | OTHER |
| Sejong General Hospital | OTHER |
| Tokyo Medical University | OTHER |
| Gifu Heart Center | OTHER |
| Japanese Red Cross Kyoto Daini Hospital | UNKNOWN |
| Inje University | OTHER |
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| Background |
| Fearon WF, Nishi T, De Bruyne B, Boothroyd DB, Barbato E, Tonino P, Juni P, Pijls NHJ, Hlatky MA; FAME 2 Trial Investigators. Clinical Outcomes and Cost-Effectiveness of Fractional Flow Reserve-Guided Percutaneous Coronary Intervention in Patients With Stable Coronary Artery Disease: Three-Year Follow-Up of the FAME 2 Trial (Fractional Flow Reserve Versus Angiography for Multivessel Evaluation). Circulation. 2018 Jan 30;137(5):480-487. doi: 10.1161/CIRCULATIONAHA.117.031907. Epub 2017 Nov 2. |
| 30561367 | Background | Hwang D, Lee JM, Lee HJ, Kim SH, Nam CW, Hahn JY, Shin ES, Matsuo A, Tanaka N, Matsuo H, Lee SY, Doh JH, Koo BK. Influence of target vessel on prognostic relevance of fractional flow reserve after coronary stenting. EuroIntervention. 2019 Aug 29;15(5):457-464. doi: 10.4244/EIJ-D-18-00913. |
| 28456699 | Background | Li SJ, Ge Z, Kan J, Zhang JJ, Ye F, Kwan TW, Santoso T, Yang S, Sheiban I, Qian XS, Tian NL, Rab TS, Tao L, Chen SL. Cutoff Value and Long-Term Prediction of Clinical Events by FFR Measured Immediately After Implantation of a Drug-Eluting Stent in Patients With Coronary Artery Disease: 1- to 3-Year Results From the DKCRUSH VII Registry Study. JACC Cardiovasc Interv. 2017 May 22;10(10):986-995. doi: 10.1016/j.jcin.2017.02.012. Epub 2017 Apr 26. |
| 27979031 | Background | Rimac G, Fearon WF, De Bruyne B, Ikeno F, Matsuo H, Piroth Z, Costerousse O, Bertrand OF. Clinical value of post-percutaneous coronary intervention fractional flow reserve value: A systematic review and meta-analysis. Am Heart J. 2017 Jan;183:1-9. doi: 10.1016/j.ahj.2016.10.005. Epub 2016 Oct 11. |
| 30732469 | Background | van Zandvoort LJC, Masdjedi K, Witberg K, Ligthart J, Tovar Forero MN, Diletti R, Lemmert ME, Wilschut J, de Jaegere PPT, Boersma E, Zijlstra F, Van Mieghem NM, Daemen J. Explanation of Postprocedural Fractional Flow Reserve Below 0.85. Circ Cardiovasc Interv. 2019 Feb;12(2):e007030. doi: 10.1161/CIRCINTERVENTIONS.118.007030. |
| 34877828 | Derived | Zhang J, Hwang D, Yang S, Kim CH, Lee JM, Nam CW, Shin ES, Doh JH, Hoshino M, Hamaya R, Kanaji Y, Murai T, Zhang JJ, Ye F, Li X, Ge Z, Chen SL, Kakuta T, Koo BK. Differential Prognostic Implications of Pre- and Post-Stent Fractional Flow Reserve in Patients Undergoing Percutaneous Coronary Intervention. Korean Circ J. 2022 Jan;52(1):47-59. doi: 10.4070/kcj.2021.0128. Epub 2021 Sep 24. |
| 32895005 | Derived | Lee JM, Hwang D, Choi KH, Lee HJ, Song YB, Cho YK, Nam CW, Hahn JY, Shin ES, Doh JH, Hoshino M, Hamaya R, Kanaji Y, Murai T, Zhang JJ, Ye F, Li X, Ge Z, Chen SL, Kakuta T, Koo BK. Prognostic Impact of Residual Anatomic Disease Burden After Functionally Complete Revascularization. Circ Cardiovasc Interv. 2020 Sep;13(9):e009232. doi: 10.1161/CIRCINTERVENTIONS.120.009232. Epub 2020 Sep 8. |
| 32703590 | Derived | Hwang D, Lee JM, Yang S, Chang M, Zhang J, Choi KH, Kim CH, Nam CW, Shin ES, Kwak JJ, Doh JH, Hoshino M, Hamaya R, Kanaji Y, Murai T, Zhang JJ, Ye F, Li X, Ge Z, Chen SL, Kakuta T, Koo BK. Role of Post-Stent Physiological Assessment in a Risk Prediction Model After Coronary Stent Implantation. JACC Cardiovasc Interv. 2020 Jul 27;13(14):1639-1650. doi: 10.1016/j.jcin.2020.04.041. |
| D001161 |
| Arteriosclerosis |
| D001157 | Arterial Occlusive Diseases |
| D019060 | Minimally Invasive Surgical Procedures |