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

PLoS One. 2016 Oct 12;11(10):e0164688. doi: 10.1371/journal.pone.0164688. eCollection 2016.

Abstract

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.

MeSH terms

  • Algorithms
  • Atherosclerosis / epidemiology*
  • Female
  • Germany / epidemiology
  • Humans
  • Male
  • Middle Aged
  • Risk Assessment
  • Risk Factors

Grants and funding

WK reports honoraria for lectures from AstraZeneca, Novartis, MSD, Amgen and Actavis as well as payments for consulting services from Novartis, Pfizer, The Medicine Company, Amgen, AstraZeneca, MSD, GSK and Sanderling Ventures. He is supported by grants from BiomarCare, the German Research Foundation, BMBF, AtheroRemo and AIRGENE. MHG, RE and AAM were supported by grants from the German Research Foundation. AAM and NL were supported by the Heinz Nixdorf Foundation and TDLHG by cooperation with the University Hospital Ulm. AP, CM, BT and JB did not declare any conflicts of interest. The funders stated in Competing Interests and Financial Disclosure Statement that no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.