A Stochastic Approach to LDL-C Intensification

Authors

  • Khaing Mar Lwin GMC
  • Ata Ul Hayee Sohail
  • Tomi

Keywords:

LDL-C, lipid intensification therapy, clinical benefit

Abstract

The transition from general guidelines to precision cardiovascular medicine requires tools that can model individual biological variance. This paper outlines the methodology of LipidLogic Pro v2.1, a simulation engine for predicting Absolute Risk Reduction (ARR) and Number Needed to Treat (NNT) following intensified lipid-lowering therapy. The engine utilizes a kinetic-based meta-regression approach derived from the Cholesterol Treatment Trialists’ (CTT) Collaboration.

References

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2. Cannon CP, et al. (IMPROVE-IT Investigators). Ezetimibe added to statin therapy after acute coronary syndromes. N Engl J Med. 2015;372(25):2387-2397.

3. Mach F, et al. 2019 ESC/EAS guidelines for the management of dyslipidaemias : lipid modification to reduce cardiovascular risk. Eur Heart J. 2020;41(1):111-188.

4. Sabatine MS, et al. (FOURIER Steering Committee). Evolocumab and Clinical Outcomes in Patients with Cardiovascular Disease. N Engl J Med. 2017;376(18):1713-1722.

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Published

2025-12-09 — Updated on 2025-12-09

Versions

Issue

Section

E156 Research Letter

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