ASCORE An uptodate cardiovascular risk score for hypertensive

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ASCORE : An up-to-date cardiovascular risk score for hypertensive patients reflecting. contemporary clinical practices

ASCORE : An up-to-date cardiovascular risk score for hypertensive patients reflecting. contemporary clinical practices developed. using the ASCOT trial database. D Prieto-Merino 1, AK Gupta 2, J Dobson 2, CL Chang 2, SE Mastorantonakis 2, PS Sever 2, B Dahlof 3, H Wedel 4. S Pocock 1, NR Poulter 2 on behalf of the ASCOT investigators London School of Hygiene and Tropical Medicine 2 ICCH, Imperial College London 3 Sahlgrenska University Hospital, Sweden 4 Nordic School of Public Health, Goteborg, Sweden 1

Introduction • Guidelines recommend total CV risk estimation for CV patients 1 • Various

Introduction • Guidelines recommend total CV risk estimation for CV patients 1 • Various risk assessment tools available Framingham 2 QRisk 2 ASSIGN PROCAM NHANES INDANA 3 SCORE • Need for a new score for patients with multiple CV risk factors 1 Mancia G et al. J Hypertens 2007; 25: 1751 -62 2 Anderson KM et al. Am Heart J 1991; 121: 293 -8 3 Pocock SJ et al BMJ 2001; 323: 75 -81

ASCOT Study design • 160/100 mm. Hg untreated, 140/ 90 mm. Hg treated •

ASCOT Study design • 160/100 mm. Hg untreated, 140/ 90 mm. Hg treated • Age 40 -79 years • No previous MI or current clinical CHD • 3 or more CV risk factors Sever PS et al. J Hypertens 2001; 19: 1139 -47

ASCOT Study design 19, 257 hypertensive patients atenolol ± bendroflumethiazide ASCOT-BPLA 5. 5 years

ASCOT Study design 19, 257 hypertensive patients atenolol ± bendroflumethiazide ASCOT-BPLA 5. 5 years follow-up amlodipine ± perindopril PROBE design 10, 305 patients TC ≤ 6. 5 mmol/L (250 mg/d. L) atorvastatin 10 mg Double-blind Sever PS et al. J Hypertens 2001; 19: 1139 -47 ASCOT-LLA 3. 3 years follow-up placebo

ASCORE Study design • Study population: ASCOT patients excluding those with history of CV

ASCORE Study design • Study population: ASCOT patients excluding those with history of CV disease at baseline • Primary composite endpoint: first CV event (Death, MI or Stroke) • Statistical analysis: Cox proportional hazard models with backward stepwise variable selection

ASCORE Study design Baseline variables defined a priori: – – – Sex Age Ethnicity

ASCORE Study design Baseline variables defined a priori: – – – Sex Age Ethnicity Education Smoking Diabetes Prev. antihypert. treatment Prev. lipid lowering treatment Aspirin use SBP DBP Heart rate – – – Height Weight BMI Microalbuminuria / proteinuria Renal dysfunction Total cholesterol HDL Fasting LDL Fasting TGs Fasting glucose Creatinine GFR

ASCORE ASCOT Results 19, 257 -3302 excluded ASCORE 15, 955 Endpoints at 5 years

ASCORE ASCOT Results 19, 257 -3302 excluded ASCORE 15, 955 Endpoints at 5 years 1, 114

ASCORE and ASCORE-S

ASCORE and ASCORE-S

Model calibration Predicted by ASCORE . 10 Predicted by ASCORE-S Observed (KM) . 15

Model calibration Predicted by ASCORE . 10 Predicted by ASCORE-S Observed (KM) . 15 Risk of having the event in 5 years . 15 Observed (KM) ASCORE . 10 P-value of Chi 2 = 0, 22 . 05 ASCORE-S P-value of Chi 2 = 0, 49 . 05 . 00 0 1 2 3 4 5 6 7 Deciles of predicted risk 8 9 . 00 0 1 2 3 4 5 6 7 8 Deciles of predicted risk 9

0. 75 0. 50 area: 0. 664 ASCORE-S area: 0. 648 0. 25 ASCORE

0. 75 0. 50 area: 0. 664 ASCORE-S area: 0. 648 0. 25 ASCORE P-value for comparison < 0. 0001 0. 00 Sensitivity 1. 00 ROC curves and AUC 0. 00 0. 25 0. 50 0. 75 1 -Specificity 1. 00

External validation INDANA (INdividual Data ANalysis of Antihypertensive intervention trials) 53000 patients 10 antihypertensive

External validation INDANA (INdividual Data ANalysis of Antihypertensive intervention trials) 53000 patients 10 antihypertensive trials 15 -20 years ago Interventions Primarily ß-blockers and diuretics vs placebo

External validation • Subset of 13335 patients – with no CV history – aged

External validation • Subset of 13335 patients – with no CV history – aged 40 -80 y, not randomized to placebo – Complete data on CV endpoints – Complete data for all variables of ASCORE-S

Risk of CV event in 5 years . 2 Average risk predicted with ASCORE-S

Risk of CV event in 5 years . 2 Average risk predicted with ASCORE-S Observed risk in INDANA database . 15 . 1 . 05 0 0 1 2 3 4 5 6 Patients by deciles of risk 7 8 9

Mean change after 5 years 20 SBP T. C. 1 10 0. 5 0

Mean change after 5 years 20 SBP T. C. 1 10 0. 5 0 0 -10 -0. 5 -20 -1 ASCOT -30 -40 -1. 5 -2 INDANA -50 -2. 5 -60 -3 <150 150 -170 170 -190 >190 SBP at baseline <4 4 -6 6 -8 >8 T. Cholesterol at baseline Dahlof B et al. Lancet 2005; 366: 895 -906, Sever PS et al. Lancet 2003; 361: 1149 -58

Average risk predicted with ASCORE-S Risk of CV event in 5 years . 2

Average risk predicted with ASCORE-S Risk of CV event in 5 years . 2 Expected risk in INDANA if treatment was as in ASCOT Observed risk in INDANA database . 15 . 1 . 05 0 0 1 2 3 4 5 6 Patients by deciles of risk 7 8 9

1 -0. 9985 exp(0. 1*total risk score)

1 -0. 9985 exp(0. 1*total risk score)

1 -0. 9985 exp(0. 1*total risk score)

1 -0. 9985 exp(0. 1*total risk score)

Score conversion to 5 year risk Total Risk score ASCORE-S 0 10 12 14

Score conversion to 5 year risk Total Risk score ASCORE-S 0 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 0. 15% 0. 41% 0. 50% 0. 61% 0. 74% 0. 90% 1. 10% 1. 35% 1. 64% 2. 00% 2. 44% 2. 97% 3. 62% 4. 40% 5. 35% 6. 49% 7. 87% 9. 53% 11. 51% 13. 87% 16. 67% 19. 97% 0. 34% 0. 92% 1. 12% 1. 37% 1. 67% 2. 04% 2. 49% 3. 03% 3. 68% 4. 48% 5. 45% 6. 61% 8. 02% 9. 70% 11. 72% 14. 12% 16. 97% 20. 32% 24. 23% 28. 74% 33. 89% 39. 68%

ASCORE Summary • ASCORE and ASCORE-S models and easy to use score charts •

ASCORE Summary • ASCORE and ASCORE-S models and easy to use score charts • 5 year risk prediction in hypertensive patients under treatment • Internal and External validation (ASCORE-S) • Consistency with contemporary treatment guidelines • Established predictors in an up-to-date model