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Including measures of chronic kidney disease to improve cardiovascular risk prediction by SCORE2 and SCORE2-OP.

Publication ,  Journal Article
Matsushita, K; Kaptoge, S; Hageman, SHJ; Sang, Y; Ballew, SH; Grams, ME; Surapaneni, A; Sun, L; Arnlov, J; Bozic, M; Brenner, H; Brunskill, NJ ...
Published in: European journal of preventive cardiology
January 2023

The 2021 European Society of Cardiology (ESC) guideline on cardiovascular disease (CVD) prevention categorizes moderate and severe chronic kidney disease (CKD) as high and very-high CVD risk status regardless of other factors like age and does not include estimated glomerular filtration rate (eGFR) and albuminuria in its algorithms, systemic coronary risk estimation 2 (SCORE2) and systemic coronary risk estimation 2 in older persons (SCORE2-OP), to predict CVD risk. We developed and validated an 'Add-on' to incorporate CKD measures into these algorithms, using a validated approach.In 3,054 840 participants from 34 datasets, we developed three Add-ons [eGFR only, eGFR + urinary albumin-to-creatinine ratio (ACR) (the primary Add-on), and eGFR + dipstick proteinuria] for SCORE2 and SCORE2-OP. We validated C-statistics and net reclassification improvement (NRI), accounting for competing risk of non-CVD death, in 5,997 719 participants from 34 different datasets.In the target population of SCORE2 and SCORE2-OP without diabetes, the CKD Add-on (eGFR only) and CKD Add-on (eGFR + ACR) improved C-statistic by 0.006 (95%CI 0.004-0.008) and 0.016 (0.010-0.023), respectively, for SCORE2 and 0.012 (0.009-0.015) and 0.024 (0.014-0.035), respectively, for SCORE2-OP. Similar results were seen when we included individuals with diabetes and tested the CKD Add-on (eGFR + dipstick). In 57 485 European participants with CKD, SCORE2 or SCORE2-OP with a CKD Add-on showed a significant NRI [e.g. 0.100 (0.062-0.138) for SCORE2] compared to the qualitative approach in the ESC guideline.Our Add-ons with CKD measures improved CVD risk prediction beyond SCORE2 and SCORE2-OP. This approach will help clinicians and patients with CKD refine risk prediction and further personalize preventive therapies for CVD.

Duke Scholars

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Published In

European journal of preventive cardiology

DOI

EISSN

2047-4881

ISSN

2047-4873

Publication Date

January 2023

Volume

30

Issue

1

Start / End Page

8 / 16

Related Subject Headings

  • Risk Factors
  • Renal Insufficiency, Chronic
  • Humans
  • Heart Disease Risk Factors
  • Glomerular Filtration Rate
  • Creatinine
  • Cardiovascular Diseases
  • Albuminuria
  • Aged, 80 and over
  • Aged
 

Citation

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Matsushita, K., Kaptoge, S., Hageman, S. H. J., Sang, Y., Ballew, S. H., Grams, M. E., … Coresh, J. (2023). Including measures of chronic kidney disease to improve cardiovascular risk prediction by SCORE2 and SCORE2-OP. European Journal of Preventive Cardiology, 30(1), 8–16. https://doi.org/10.1093/eurjpc/zwac176
Matsushita, Kunihiro, Stephen Kaptoge, Steven H. J. Hageman, Yingying Sang, Shoshana H. Ballew, Morgan E. Grams, Aditya Surapaneni, et al. “Including measures of chronic kidney disease to improve cardiovascular risk prediction by SCORE2 and SCORE2-OP.European Journal of Preventive Cardiology 30, no. 1 (January 2023): 8–16. https://doi.org/10.1093/eurjpc/zwac176.
Matsushita K, Kaptoge S, Hageman SHJ, Sang Y, Ballew SH, Grams ME, et al. Including measures of chronic kidney disease to improve cardiovascular risk prediction by SCORE2 and SCORE2-OP. European journal of preventive cardiology. 2023 Jan;30(1):8–16.
Matsushita, Kunihiro, et al. “Including measures of chronic kidney disease to improve cardiovascular risk prediction by SCORE2 and SCORE2-OP.European Journal of Preventive Cardiology, vol. 30, no. 1, Jan. 2023, pp. 8–16. Epmc, doi:10.1093/eurjpc/zwac176.
Matsushita K, Kaptoge S, Hageman SHJ, Sang Y, Ballew SH, Grams ME, Surapaneni A, Sun L, Arnlov J, Bozic M, Brenner H, Brunskill NJ, Chang AR, Chinnadurai R, Cirillo M, Correa A, Ebert N, Eckardt K-U, Gansevoort RT, Gutierrez O, Hadaegh F, He J, Hwang S-J, Jafar TH, Jassal SK, Kayama T, Kovesdy CP, Landman GW, Levey AS, Lloyd-Jones DM, Major RW, Miura K, Muntner P, Nadkarni GN, Nowak C, Ohkubo T, Pena MJ, Polkinghorne KR, Sairenchi T, Schaeffner E, Schneider MP, Shalev V, Shlipak MG, Solbu MD, Stempniewicz N, Tollitt J, Valdivielso JM, van der Leeuw J, Wang AY-M, Wen C-P, Woodward M, Yamagishi K, Yatsuya H, Zhang L, Dorresteijn JAN, Di Angelantonio E, Visseren FLJ, Pennells L, Coresh J. Including measures of chronic kidney disease to improve cardiovascular risk prediction by SCORE2 and SCORE2-OP. European journal of preventive cardiology. 2023 Jan;30(1):8–16.
Journal cover image

Published In

European journal of preventive cardiology

DOI

EISSN

2047-4881

ISSN

2047-4873

Publication Date

January 2023

Volume

30

Issue

1

Start / End Page

8 / 16

Related Subject Headings

  • Risk Factors
  • Renal Insufficiency, Chronic
  • Humans
  • Heart Disease Risk Factors
  • Glomerular Filtration Rate
  • Creatinine
  • Cardiovascular Diseases
  • Albuminuria
  • Aged, 80 and over
  • Aged