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Recalibration of the ACC/AHA Risk Score in Two Population-Based German Cohorts

BACKGROUND: The 2013 ACC/AHA guidelines introduced an algorithm for risk assessment of atherosclerotic cardiovascular disease (ASCVD) within 10 years. In Germany, risk assessment with the ESC SCORE is limited to cardiovascular mortality. Applicability of the novel ACC/AHA risk score to the German po...

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Autores principales: de las Heras Gala, Tonia, Geisel, Marie Henrike, Peters, Annette, Thorand, Barbara, Baumert, Jens, Lehmann, Nils, Jöckel, Karl-Heinz, Moebus, Susanne, Erbel, Raimund, Meisinger, Christine, Mahabadi, Amir Abbas, Koenig, Wolfgang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5061315/
https://www.ncbi.nlm.nih.gov/pubmed/27732641
http://dx.doi.org/10.1371/journal.pone.0164688
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author de las Heras Gala, Tonia
Geisel, Marie Henrike
Peters, Annette
Thorand, Barbara
Baumert, Jens
Lehmann, Nils
Jöckel, Karl-Heinz
Moebus, Susanne
Erbel, Raimund
Meisinger, Christine
Mahabadi, Amir Abbas
Koenig, Wolfgang
author_facet de las Heras Gala, Tonia
Geisel, Marie Henrike
Peters, Annette
Thorand, Barbara
Baumert, Jens
Lehmann, Nils
Jöckel, Karl-Heinz
Moebus, Susanne
Erbel, Raimund
Meisinger, Christine
Mahabadi, Amir Abbas
Koenig, Wolfgang
author_sort de las Heras Gala, Tonia
collection PubMed
description BACKGROUND: The 2013 ACC/AHA guidelines introduced an algorithm for risk assessment of atherosclerotic cardiovascular disease (ASCVD) within 10 years. In Germany, risk assessment with the ESC SCORE is limited to cardiovascular mortality. Applicability of the novel ACC/AHA risk score to the German population has not yet been assessed. We therefore sought to recalibrate and evaluate the ACC/AHA risk score in two German cohorts and to compare it to the ESC SCORE. METHODS: We studied 5,238 participants from the KORA surveys S3 (1994–1995) and S4 (1999–2001) and 4,208 subjects from the Heinz Nixdorf Recall (HNR) Study (2000–2003). There were 383 (7.3%) and 271 (6.4%) first non-fatal or fatal ASCVD events within 10 years in KORA and in HNR, respectively. Risk scores were evaluated in terms of calibration and discrimination performance. RESULTS: The original ACC/AHA risk score overestimated 10-year ASCVD rates by 37% in KORA and 66% in HNR. After recalibration, miscalibration diminished to 8% underestimation in KORA and 12% overestimation in HNR. Discrimination performance of the ACC/AHA risk score was not affected by the recalibration (KORA: C = 0.78, HNR: C = 0.74). The ESC SCORE overestimated by 5% in KORA and by 85% in HNR. The corresponding C-statistic was 0.82 in KORA and 0.76 in HNR. CONCLUSIONS: The recalibrated ACC/AHA risk score showed strongly improved calibration compared to the original ACC/AHA risk score. Predicting only cardiovascular mortality, discrimination performance of the commonly used ESC SCORE remained somewhat superior to the ACC/AHA risk score. Nevertheless, the recalibrated ACC/AHA risk score may provide a meaningful tool for estimating 10-year risk of fatal and non-fatal cardiovascular disease in Germany.
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spelling pubmed-50613152016-10-27 Recalibration of the ACC/AHA Risk Score in Two Population-Based German Cohorts de las Heras Gala, Tonia Geisel, Marie Henrike Peters, Annette Thorand, Barbara Baumert, Jens Lehmann, Nils Jöckel, Karl-Heinz Moebus, Susanne Erbel, Raimund Meisinger, Christine Mahabadi, Amir Abbas Koenig, Wolfgang PLoS One Research Article BACKGROUND: The 2013 ACC/AHA guidelines introduced an algorithm for risk assessment of atherosclerotic cardiovascular disease (ASCVD) within 10 years. In Germany, risk assessment with the ESC SCORE is limited to cardiovascular mortality. Applicability of the novel ACC/AHA risk score to the German population has not yet been assessed. We therefore sought to recalibrate and evaluate the ACC/AHA risk score in two German cohorts and to compare it to the ESC SCORE. METHODS: We studied 5,238 participants from the KORA surveys S3 (1994–1995) and S4 (1999–2001) and 4,208 subjects from the Heinz Nixdorf Recall (HNR) Study (2000–2003). There were 383 (7.3%) and 271 (6.4%) first non-fatal or fatal ASCVD events within 10 years in KORA and in HNR, respectively. Risk scores were evaluated in terms of calibration and discrimination performance. RESULTS: The original ACC/AHA risk score overestimated 10-year ASCVD rates by 37% in KORA and 66% in HNR. After recalibration, miscalibration diminished to 8% underestimation in KORA and 12% overestimation in HNR. Discrimination performance of the ACC/AHA risk score was not affected by the recalibration (KORA: C = 0.78, HNR: C = 0.74). The ESC SCORE overestimated by 5% in KORA and by 85% in HNR. The corresponding C-statistic was 0.82 in KORA and 0.76 in HNR. CONCLUSIONS: The recalibrated ACC/AHA risk score showed strongly improved calibration compared to the original ACC/AHA risk score. Predicting only cardiovascular mortality, discrimination performance of the commonly used ESC SCORE remained somewhat superior to the ACC/AHA risk score. Nevertheless, the recalibrated ACC/AHA risk score may provide a meaningful tool for estimating 10-year risk of fatal and non-fatal cardiovascular disease in Germany. Public Library of Science 2016-10-12 /pmc/articles/PMC5061315/ /pubmed/27732641 http://dx.doi.org/10.1371/journal.pone.0164688 Text en © 2016 de las Heras Gala et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
de las Heras Gala, Tonia
Geisel, Marie Henrike
Peters, Annette
Thorand, Barbara
Baumert, Jens
Lehmann, Nils
Jöckel, Karl-Heinz
Moebus, Susanne
Erbel, Raimund
Meisinger, Christine
Mahabadi, Amir Abbas
Koenig, Wolfgang
Recalibration of the ACC/AHA Risk Score in Two Population-Based German Cohorts
title Recalibration of the ACC/AHA Risk Score in Two Population-Based German Cohorts
title_full Recalibration of the ACC/AHA Risk Score in Two Population-Based German Cohorts
title_fullStr Recalibration of the ACC/AHA Risk Score in Two Population-Based German Cohorts
title_full_unstemmed Recalibration of the ACC/AHA Risk Score in Two Population-Based German Cohorts
title_short Recalibration of the ACC/AHA Risk Score in Two Population-Based German Cohorts
title_sort recalibration of the acc/aha risk score in two population-based german cohorts
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5061315/
https://www.ncbi.nlm.nih.gov/pubmed/27732641
http://dx.doi.org/10.1371/journal.pone.0164688
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