Research Article

Improved Landmark Dynamic Prediction Model to Assess Cardiovascular Disease Risk in On-Treatment Blood Pressure Patients: A Simulation Study and Post Hoc Analysis on SPRINT Data

Table 5

Static and dynamic effect of SBP on cardiovascular event.

VariablesSimple CoxLMLFM
HR valueHR valueHR value

Age at enrolment day, yr1.051<0.0011.018<0.0011.022<0.001
Gender (female)0.691<0.0011.0190.1640.8430.291
TCH (mmol/L)1.001<0.0011.0010.1631.0000.582
HDL-C (mmol/L)0.986<0.0010.9910.0010.9870.023
Current smoker1.820<0.0011.1780.0401.2710.045
Treatment, intensive0.720<0.0010.482<0.0010.475<0.001
SBP (mmHg)1.0010.2581.083<0.0011.109<0.001
0.996<0.0010.839<0.001
0.966<0.0010.895<0.001

LM = landmark model; LFM = landmark frailty model; HR = hazard ratio; TCH = total cholesterol; HDL-C = high-density lipoprotein; SBP = systolic blood pressure.