Clinical and quantitative coronary angiographic predictors of coronary restenosis
Open accessAbstract
Objectives We sought to assess whether coronary stents have modified the predictive value of demographic, clinical and quantitative coronary angiographic (QCA) predictors of coronary restenosis.Background A systematic analysis in a large cohort of registries and randomized trials of the percutaneous transluminal coronary angioplasty (PTCA) and stent era has never been performed.Methods A total of 9,120 treated lesions in 8,156 patients included in nine randomized trials and 10 registries, with baseline, post-procedural and six-month follow-up QCA analyses, were included in this study. Predictors of restenosis were identified with univariate and multivariate logistic regression analyses. Interaction terms were introduced in the regression equation to evaluate whether the predictors of restenosis were common to both eras or specific for either one of the revascularization techniques.Results The restenosis rate was 35% after PTCA and 19% after angioplasty with additional stenting. In the univariate analysis, favorable predictors were previous coronary artery bypass graft surgery (CABG), stent use, stent length and a large pre-procedural minimal lumen diameter (pre-MLD); unfavorable predictors were weight, body mass index, diabetes mellitus, multi-vessel disease, lesion length and a high residual post-procedural diameter stenosis (post-DS). Predictors specific for the PTCA population were a large post-procedural MLD (post-MLD) as favorable and a severe pre-procedural DS (pre-DS) as unfavorable. Favorable predictors specific for the stent population were a large post-MLD and a large pre-procedural reference diameter (pre-RD). In the multivariate analysis, the best model included the following favorable predictors: stent use, a large post-MLD, previous CABG and the interaction term between stent use and a large post-MLD; unfavorable predictors were lesion length and diabetes mellitus.Conclusions There are no major differences in demographic and clinical predictors of coronary restenosis between PTCA and stent populations. In the modern (stent) era, a severe pre-DS is no longer an unfavorable predictor of restenosis. Still important, but more so in the stent population, is a large post-MLD (optimal result). Finally, a larger pre-RD became a favorable predictor with the advent of stenting.
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Prior studies have observed an association between diabetes and angiographic progression of coronary atherosclerosis.
“Prior studies have observed the association between diabetes and angiographic progression of coronary atherosclerosis.18 -22”
From Diabetes, the Metabolic Syndrome, and Angiographic Progression of Coronary Arterial Disease in Postmenopausal Women (2006) · cites this paper as [22]
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Cites
(1990) · Choice Reviews Online · doi:10.5860/choice.27-3338 · Cited by 35,305 · see citing works
Hosmer, D. W., & Lemeshow, S. (2000) · doi:10.1002/0471722146 · Cited by 20,302 · see citing works
Kendall, M. G. (1957) · Biometrika · doi:10.2307/2333282 · Cited by 6,444 · see citing works
Serruys, P., de Jaegere, P., Kiemeneij, F., Macaya, C., Rutsch, W., Heyndrickx, G., Emanuelsson, H., Marco, J., Legrand, V., & Materne, P. (1994) · New England Journal of Medicine · doi:10.1056/nejm199408253310801 · Cited by 4,695 · see citing works
Self-citationFischman, D. L., Leon, M. B., Baim, D. S., Schatz, R. A., Savage, M. P., Penn, I. M., Detre, K. M., Veltri, L., Ricci, D. R., Nobuyoshi, M., et al. (1994) · New England Journal of Medicine · doi:10.1056/nejm199408253310802 · Cited by 4,267 · see citing works
Geary, R. C., & Kendall, M. G. (1949) · The Economic Journal · doi:10.2307/2226580 · Cited by 2,440 · see citing works
Information theory as an extension of the maximum likelihood principle
Akaike, H. (1973) · Medical Entomology and Zoology · Cited by 2,357 · see citing works
Patterns and Mechanisms of In-Stent Restenosis
Hoffmann, R., Mintz, G. S., Dussaillant, G., Popma, J. J., Pichard, A. D., Satler, L. F., Kent, K. M., Griffin, J., & Leon, M. B. (1996) · Circulation · doi:10.1161/01.cir.94.6.1247 · Cited by 1,255 · see citing works
Textbook of Cardiovascular Medicine
Topol, E. J. (1997) · Cited by 961 · see citing works
Coronary Angioplasty with or without Stent Implantation for Acute Myocardial Infarction
Grines, C. L., Cox, D. A., Stone, G. W., Garcı́a, E., Mattos, L. A., Giambartolomei, A., Brodie, B. R., Madonna, O., Eijgelshoven, M. H. J., Lansky, A. J., et al. (1999) · New England Journal of Medicine · doi:10.1056/nejm199912233412601 · Cited by 945 · see citing works
Arterial Remodeling After Coronary Angioplasty
Mintz, G. S., Popma, J. J., Pichard, A. D., et al. (1996) · Circulation · doi:10.1161/01.cir.94.1.35 · Cited by 891 · see citing works
Sousa, J. E., Costa, M. A., Abizaid, A., Abizaid, A. S., Feres, F., Pinto, I. M. F., Seixas, A. C., Staico, R., Mattos, L. A., Sousa, A. G. M. R., et al. (2001) · Circulation · doi:10.1161/01.cir.103.2.192 · Cited by 792 · see citing works
Self-citationPredictive Factors of Restenosis After Coronary Stent Placement
Kastrati, A., Schömig, A., Elezi, S., et al. (1997) · Journal of the American College of Cardiology · doi:10.1016/s0735-1097(97)00334-3 · Cited by 687 · see citing works
Serruys, P. W. J. C., van Hout, B., Bonnier, H. J. R. M., Legrand, V., García, E., Macaya, C., Sousa, E., van der Giessen, W. J., Colombo, A., Seabra-Gomes, R. J., et al. (1998) · The Lancet · doi:10.1016/s0140-6736(97)11128-x · Cited by 649 · see citing works
Self-citation(1992) · Circulation · doi:10.1161/01.cir.86.1.100 · Cited by 544 · see citing works
Stein, B., Weintraub, W. S., Gebhart, S. S. P., Cohen, C. L., Grosswald, R., Liberman, H. A., Douglas, J. S., Morris, D. C., & King, S. B. (1995) · Circulation · doi:10.1161/01.cir.91.4.979 · Cited by 530 · see citing works
Vessel Size and Long-Term Outcome After Coronary Stent Placement
Elezi, S., Kastrati, A., Neumann, F., et al. (1998) · Circulation · doi:10.1161/01.cir.98.18.1875 · Cited by 486 · see citing works
Kornowski, R., Mintz, G. S., Kent, K. M., Pichard, A. D., Satler, L. F., Bucher, T. A., Hong, M. K., Popma, J. J., & Leon, M. B. (1997) · Circulation · doi:10.1161/01.cir.95.6.1366 · Cited by 451 · see citing works
Heparin-Coated Palmaz-Schatz Stents in Human Coronary Arteries
Serruys, P. W. J. C., Emanuelsson, H., van der Giessen, W. J., et al. (1996) · Circulation · doi:10.1161/01.cir.93.3.412 · Cited by 408 · see citing works
Self-citationKuntz, R. E., Safian, R. D., Carrozza, J. P., et al. (1992) · Circulation · doi:10.1161/01.cir.86.6.1827 · Cited by 360 · see citing works
Textbook of Cardiovascular Medicine
Cannon, C. P. (1999) · Circulation · doi:10.1161/circ.100.5.566/-a · Cited by 345 · see citing works
Stented segment length as an independent predictor of restenosis
Kobayashi, Y., Gregorio, J. A. D., Kobayashi, N., et al. (1999) · Journal of the American College of Cardiology · doi:10.1016/s0735-1097(99)00303-4 · Cited by 283 · see citing works
Predictors of Restenosis After Coronary Stent Implantation
Bauters, C., Hubert, E., Prat, A. G., et al. (1998) · Journal of the American College of Cardiology · doi:10.1016/s0735-1097(98)00076-x · Cited by 275 · see citing works
Restenosis Rates in Diabetic Patients
BELLE, E. V., Bauters, C., Hubert, E., et al. (1997) · Circulation · doi:10.1161/01.cir.96.5.1454 · Cited by 270 · see citing works
Sobel, B. E., Woodcock‐Mitchell, J., Schneider, D. J., Holt, R. E., Marutsuka, K., & Gold, H. K. (1998) · Circulation · doi:10.1161/01.cir.97.22.2213 · Cited by 270 · see citing works
Defining coronary restenosis. Newer clinical and angiographic paradigms.
Kuntz, R. E., & Baim, D. S. (1993) · Circulation · doi:10.1161/01.cir.88.3.1310 · Cited by 267 · see citing works
Verin, V. E., Popowski, Y., Bruyne, B. D., et al. (2001) · New England Journal of Medicine · doi:10.1056/nejm200101253440401 · Cited by 263 · see citing works
Serruys, P. W. J. C. (1999) · European Heart Journal · doi:10.1053/euhj.1998.1150 · Cited by 258 · see citing works
Self-citationSerruys, P. W. J. C., Rutsch, W. R., Heyndrickx, G. R., et al. (1991) · Circulation · doi:10.1161/01.cir.84.4.1568 · Cited by 238 · see citing works
Self-citationFaxon, D. P. (1995) · Journal of the American College of Cardiology · doi:10.1016/0735-1097(94)00368-z · Cited by 238 · see citing works
Moreno, P., Bernardi, V., ́llar, J. L. ́.-C., et al. (1996) · Circulation · doi:10.1161/01.cir.94.12.3098 · Cited by 214 · see citing works
Influence of lesion length on restenosis after coronary stent placement
Kastrati, A., Elezi, S., Dirschinger, J., et al. (1999) · The American Journal of Cardiology · doi:10.1016/s0002-9149(99)00165-4 · Cited by 210 · see citing works
(2001) · CRC Press eBooks · doi:10.1201/b16798 · Cited by 209 · see citing works
de Feyter, P. J., Kay, P., Disco, C. M. C., et al. (1999) · Circulation · doi:10.1161/01.cir.100.17.1777 · Cited by 196 · see citing works
Can restenosis after coronary angioplasty be predicted from clinical variables?
Weintraub, W. S., Kosinski, A. S., Brown, C. L., et al. (1993) · Journal of the American College of Cardiology · doi:10.1016/0735-1097(93)90711-9 · Cited by 187 · see citing works
Serruys, P. W. J. C., Kay, I. P., Disco, C. M. C., et al. (1999) · Journal of the American College of Cardiology · doi:10.1016/s0735-1097(99)00308-3 · Cited by 170 · see citing works
Self-citationRensing, B. J. W. M., Hermans, W. R. M., Vos, J., et al. (1993) · Circulation · doi:10.1161/01.cir.88.3.975 · Cited by 148 · see citing works
Serruys, P. W. J. C., Rutsch, W. R., Danchin, N., et al. (1992) · RePub (Erasmus University Rotterdam) · Cited by 145 · see citing works
Self-citationHaase, J., Escaned, J., van Swijndregt, E. M., et al. (1993) · Catheterization and Cardiovascular Diagnosis · doi:10.1002/ccd.1810300205 · Cited by 137 · see citing works
Serruys, P. W. J. C., Klein, W. W., Tijssen, J. G. P., Rutsch, W. R., Heyndrickx, G. R., Emanuelsson, H., Ball, S. G., Decoster, O., Schroëder, E., & Liberman, H. A. (1993) · Circulation · doi:10.1161/01.cir.88.4.1588 · Cited by 107 · see citing works
Self-citationUsefulness of stent length in predicting in-stent restenosis (the MULTI-LINK stent trials)
Kereiakes, D. J., Linnemeier, T. J., Baim, D. S., Kuntz, R. E., O’Shaughnessy, C. D., Hermiller, J. B., Fink, S., Lansky, A. J., Nishimura, N., Broderick, T. M., et al. (2000) · The American Journal of Cardiology · doi:10.1016/s0002-9149(00)00928-0 · Cited by 75 · see citing works
Prediction of Restenosis After Coronary Balloon Angioplasty
Peters, R. J. G., Kok, W. E. M., Mario, C. D., et al. (1997) · Circulation · doi:10.1161/01.cir.95.9.2254 · Cited by 69 · see citing works
Moreno, P., Fallon, J. T., Murcia, A. M., et al. (1999) · Journal of the American College of Cardiology · doi:10.1016/s0735-1097(99)00338-1 · Cited by 59 · see citing works
Demkow, M., Rużyłło, W., Konka, M., Kępka, C., Kowalski, M., Wilczyński, J., & Rydlewska-Sadowska, W. (2001) · Catheterization and Cardiovascular Interventions · doi:10.1002/1522-726x(200102)52:2 · Cited by 48 · see citing works
Violaris, A. G., Melkert, R., & Serruys, P. W. (1994) · Circulation · doi:10.1161/01.cir.90.5.2267 · Cited by 46 · see citing works
Self-citationFoley, D. P. (2001) · European Heart Journal · doi:10.1053/euhj.2001.2752 · Cited by 45 · see citing works
Emanuelsson, H., Serruys, P., van der Giessen, W. J., et al. (1997) · PubMed · Cited by 33 · see citing works
Self-citationSerruys, P. W. J. C., Klein, W. W., Tijssen, J. G. P., et al. (1993) · RePub (Erasmus University Rotterdam) · Cited by 28 · see citing works
Self-citationSerruys, P. W., van Der Giessen, W., Garcia, et al. (1998) · PubMed · Cited by 24 · see citing works
Self-citationSerruys, P. W., Grines, C., Stone, G., et al. (1998) · International Journal of Cardiovascular Interventions · doi:10.1080/acc.1.1.19.27 · Cited by 18 · see citing works
Self-citationRiele, J. T., Piek, J., Mudra, H. G., et al. (2000) · International Journal of Cardiovascular Interventions · doi:10.1080/14628840050516181 · Cited by 16 · see citing works
Suryapranata, H., Boland, J. L., Pieper, M., et al. (2000) · International Journal of Cardiovascular Interventions · doi:10.1080/14628840050516271 · Cited by 10 · see citing works
Foley, D. P., Rensing, B. J. W. M., Pieper, M., et al. (1999) · International Journal of Cardiovascular Interventions · doi:10.1080/acc.2.3.171.179 · Cited by 10 · see citing works
Serruys, P. (1998) · Circulation · Cited by 5 · see citing works
Self-citationDe, S., Liu, X., Ping, Q., et al. (1999) · European Heart Journal · Cited by 1 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Suryapranata H, Boland JL, Pieper M, et al. Clinical and angiographic results with the beStent. Int J Cardiovasc Interv 2000;3:21-8.
- Rothman M, Serruys P, Grollier G, et al. Angiographic and clinical one-year follow-up of the Cordis tantalum coil stent in a multicenter international study demonstrating improved restenosis rates when compared to pooled PTCA and BENESTENT-I data: the European Antiplatelet Stent Investigation (EASI). Cathet Cardiovasc Interv 2001;52:249 -59.
Cited by
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Yeh, R. W., Normand, S.-L. T., Wolf, R. E., Jones, P. G., Ho, K. K. L., Cohen, D. J., Cutlip, D. E., Mauri, L., Kugelmass, A. D., Amin, A. P., et al. (2011) · Circulation · doi:10.1161/circulationaha.111.045229 · Cited by 63 · see citing works
Mellen, P. B., Cefalu, W. T., & Herrington, D. M. (2006) · Arteriosclerosis Thrombosis and Vascular Biology · doi:10.1161/01.atv.0000191656.71812.7c · Cited by 38 · see citing works
- Authors
- Mercado, N., Boersma, E., Wijns, W., Gersh, B. J., Morillo, C. A., de Valk, V., van Es, G.-A., Grobbee, D. E., & Serruys, P. W.
- Affiliations
- Academisch Ziekenhuis Rotterdam (NL)
- Onze Lieve Vrouwziekenhuis Hospital (BE)
- Mayo Clinic (US)
- University Medical Center Utrecht (NL)
- Corresponding author
- Boersma, Eric
- ORCID
- Venue
- Journal of the American College of Cardiology
- Publisher
- Elsevier BV
- Published
- 2001-09
- Volume
- 38
- Issue
- 3
- Pages
- 645-652
- ISSN
- 0735-1097 (ISSN-L)
- OpenAlex
- W1732807904
- Cited by
- 175
- References
- 55
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 2 · 2023: 1 · 2022: 3 · 2021: 2 · 2020: 1 · 2018: 1 · 2016: 6 · 2015: 2 · 2014: 6 · 2013: 6 · 2012: 9
- FWCI
- 13.11
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Journal of the American College of Cardiology (publishedVersion)
- PubMed (publishedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (publishedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion)
- Topics
- Health Sciences › Medicine › Surgery › Coronary Interventions and Diagnostics
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Cardiac Imaging and Diagnostics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Acute Myocardial Infarction Research
- Keywords
- coronary restenosis, coronary stents, percutaneous transluminal coronary angioplasty, quantitative coronary angiography, restenosis predictors, minimal lumen diameter, residual stenosis, reference diameter, coronary artery bypass grafting, diabetes mellitus, lesion length, multivessel coronary artery disease, body mass index
- MeSH terms
- Aged, Coronary Disease, Female, Humans, Male, Middle Aged, Predictive Value of Tests, Recurrence, Stents, Angioplasty, Balloon, Coronary, Logistic Models, Coronary Angiography
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