New risk prediction model of coronary heart disease in participants with and without diabetes: Assessments of the Framingham risk and Suita scores in 3-year longitudinal database in a Japanese population

Scientific Reports
Hiroyuki HiraiMichio Shimabukuro

Abstract

The Framingham Risk Score (FRS) has been reported to predict coronary heart disease (CHD), but its assessment has been unsuccessful in Asian population. We aimed to assess FRS and Suita score (a Japanese CHD prediction model) in a Japanese nation-wide annual health check program, participants aged 40-79 years were followed up longitudinally from 2008 to 2011. Of 35,379 participants analyzed, 1,234 had new-onset CHD. New-onset CHD was observed in diabetic men [6.00%], non-diabetic men [3.96%], diabetic women [5.51%], and non-diabetic women [2.86%], respectively. Area under the curve (AUC) of receiver operating characteristic (ROC) curve for CHD prediction were consistently low in Suita score (TC), FRS (TC) and NCEP-ATPIII FRS (TC), suggesting that these scores have only a limited power. ROC, net reclassification improvement (NRI), integrated discrimination improvement (IDI), and decision curve analysis (DCA) and Hosmer-Lemeshow goodness-of-fit test did not show clear differences between Suita score (TC) and FRS (TC). New models combining waist circumference ≥85 cm in men or proteinuria ≥1+ in women to Suita score (TC) was superior in diabetic men and women. New models could be useful to predict 3-year risk of CHD at least in Jap...Continue Reading

References

Sep 1, 1995·Obesity Research·Y MatsuzawaK Tokunaga
May 15, 1997·Statistics in Medicine·D W HosmerS Lemeshow
May 29, 1998·Circulation·P W WilsonW B Kannel
May 23, 2001·JAMA : the Journal of the American Medical Association·UNKNOWN Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults
Nov 7, 2002·Circulation Journal : Official Journal of the Japanese Circulation Society·UNKNOWN Examination Committee of Criteria for 'Obesity Disease' in Japan, UNKNOWN Japan Society for the Study of Obesity
Jun 6, 2003·European Heart Journal·R M ConroyUNKNOWN SCORE project group
Jul 5, 2003·The Journal of Clinical Endocrinology and Metabolism·Michio ShimabukuroYuji Matsuzawa
May 4, 2004·Statistics in Medicine·Lisa M SullivanRalph B D'Agostino
Nov 25, 2004·JAMA : the Journal of the American Medical Association·Caroline S FoxPeter J Savage
Nov 14, 2006·Medical Decision Making : an International Journal of the Society for Medical Decision Making·Andrew J Vickers, Elena B Elkin
Feb 15, 2007·JAMA : the Journal of the American Medical Association·Paul M RidkerNancy R Cook
Mar 1, 2008·The American Journal of Cardiology·Xilin YangPeter C Y Tong
Apr 3, 2009·American Journal of Kidney Diseases : the Official Journal of the National Kidney Foundation·Seiichi MatsuoUNKNOWN Collaborators developing the Japanese equation for estimated GFR
Sep 19, 2009·Hypertension Research : Official Journal of the Japanese Society of Hypertension·Hisatomi ArimaYutaka Kiyohara
Dec 15, 2010·Circulation·George Thanassoulis, Ramachandran S Vasan
Jan 14, 2011·Diabetes Care·UNKNOWN American Diabetes Association
Jan 5, 2011·Statistics in Medicine·Michael J PencinaEwout W Steyerberg
Aug 4, 2012·Nephrology, Dialysis, Transplantation : Official Publication of the European Dialysis and Transplant Association - European Renal Association·Yuji SatoTsuyoshi Watanabe
Aug 8, 2012·Circulation·Andreas J FlammerAmir Lerman
Jan 11, 2013·Physiological Reviews·André Tchernof, Jean-Pierre Després
Feb 20, 2012·Journal of Diabetes Investigation·Atsunori KashiwagiUNKNOWN Committee on the Standardization of Diabetes Mellitus‐Related Laboratory Testing of Japan Diabetes Society
Nov 13, 2015·PloS One·Akiko NanriUNKNOWN Japan Epidemiology Collaboration on Occupational Health Study Group
Apr 19, 2016·Circulation Journal : Official Journal of the Japanese Circulation Society·Hiroshi YatsuyaShoichiro Tsugane
Jan 10, 2018·Journal of the American College of Nutrition·Mark HoustonMimi Guarneri
Jun 6, 2018·Clinical and Experimental Nephrology·Kunitoshi IsekiTsuyoshi Watanabe

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Citations

Nov 10, 2020·Journal of Atherosclerosis and Thrombosis·Hisashi Adachi
Jun 16, 2021·Hepatology Research : the Official Journal of the Japan Society of Hepatology·Tsubasa TsutsumiTakuji Torimura

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Methods Mentioned

BETA
coronary artery bypass

Software Mentioned

R
ResourceSelection
PredictABEL
SPSS

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