No additional prognostic value of genetic information in the prediction of vascular events after cerebral ischemia of arterial origin: The PROMISe study

Sefanja Achterberg, L. Jaap Kappelle, Paul I W De Bakker, Matthew Traylor, Ale Algra, Y. Van Der Graaf, D. E. Grobbee, G. E H M Rutten, F. L J Visseren, F. L. Moll, W. P T M Mali, P. A. Doevendans, Farrall Martin, Elizabeth G. Holliday, Cathie Sudlow, Jemma C. Hopewell, Yu Ching Cheng, Myriam Fornage, M. Arfan Ikram, Rainer MalikSteve Bevan, Unnur Thorsteinsdottir, Anita L. DeStefano, Bradford B. Worrall, Alex P. Reiner, Braxton D. Mitchell, Robert Clarke, Christopher Levi, Sudha Seshadri, Giorgio B. Boncoraglio, Pankaj Sharma, Joshua C. Bis, Solveig Gretarsdottir, Bruce M. Psaty, Peter M. Rothwell, Jonathan Rosand, James F. Meschia, Kari Stefansson, Martin Dichgans, Hugh S. Markus

Research output: Contribution to journalArticle

Abstract

Background: Patients who have suffered from cerebral ischemia have a high risk of recurrent vascular events. Predictive models based on classical risk factors typically have limited prognostic value. Given that cerebral ischemia has a heritable component, genetic information might improve performance of these risk models. Our aim was to develop and compare two models: one containing traditional vascular risk factors, the other also including genetic information. Methods and Results: We studied 1020 patients with cerebral ischemia and genotyped them with the Illumina Immunochip. Median follow-up time was 6.5 years; the annual incidence of new ischemic events (primary outcome, n=198) was 3.0%. The prognostic model based on classical vascular risk factors had an area under the receiver operating characteristics curve (AUC-ROC) of 0.65 (95% confidence interval 0.61-0.69). When we added a genetic risk score based on prioritized SNPs from a genome-wide association study of ischemic stroke (using summary statistics from the METASTROKE study which included 12389 cases and 62004 controls), the AUC-ROC remained the same. Similar results were found for the secondary outcome ischemic stroke. Conclusions: We found no additional value of genetic information in a prognostic model for the risk of ischemic events in patients with cerebral ischemia of arterial origin. This is consistent with a complex, polygenic architecture, where many genes of weak effect likely act in concert to influence the heritable risk of an individual to develop (recurrent) vascular events. At present, genetic information cannot help clinicians to distinguish patients at high risk for recurrent vascular events.

Original languageEnglish
Article numbere0119203
JournalPLoS One
Volume10
Issue number4
DOIs
Publication statusPublished - Apr 23 2015

ASJC Scopus subject areas

  • Agricultural and Biological Sciences(all)
  • Biochemistry, Genetics and Molecular Biology(all)
  • Medicine(all)

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    Achterberg, S., Kappelle, L. J., De Bakker, P. I. W., Traylor, M., Algra, A., Van Der Graaf, Y., Grobbee, D. E., Rutten, G. E. H. M., Visseren, F. L. J., Moll, F. L., Mali, W. P. T. M., Doevendans, P. A., Martin, F., Holliday, E. G., Sudlow, C., Hopewell, J. C., Cheng, Y. C., Fornage, M., Ikram, M. A., ... Markus, H. S. (2015). No additional prognostic value of genetic information in the prediction of vascular events after cerebral ischemia of arterial origin: The PROMISe study. PLoS One, 10(4), [e0119203]. https://doi.org/10.1371/journal.pone.0119203