Related Experiment Video
Updated: Jul 8, 2025

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Retrospective Analysis of Lipid-Lowering and Antiplatelet Therapy Regimen by Clinical Decision Support Service Based
K S Benimetskaya1, S I Provatorov2, M V Ezhov2
1Zelman Institute of Medicine and Psychology, Novosibirsk State University, Novosibirsk.
Insights
Clinical decision support services (CDSS) significantly altered lipid-lowering and antithrombotic therapy recommendations compared to electronic medical records. This suggests CDSS can enhance cardiovascular complication prevention strategies.
Area of Science:
- Cardiology
- Medical Informatics
Background:
- Cardiovascular disease prevention relies heavily on appropriate lipid-lowering and antithrombotic therapies.
- Clinical decision support services (CDSS) offer potential to optimize therapeutic choices.
Purpose of the Study:
- To evaluate the prescription patterns of lipid-lowering and antithrombotic therapy in clinical practice.
- To compare these prescriptions with recommendations generated by a CDSS.
Main Methods:
- Retrospective analysis of 292 patients' electronic medical records (EMR) from August to December 2022.
- Comparison of EMR-documented therapies with CDSS guidelines under expert supervision.
- Primary endpoint: change in prescribed therapy based on CDSS recommendations.
Main Results:
- Significant differences were observed between CDSS recommendations and EMR prescriptions for both lipid-lowering and antithrombotic therapies.
- Lipid-lowering therapy differed in 50% of primary prevention and 78.9% of secondary prevention patients.
- Antithrombotic therapy recommendations from CDSS differed in 76.8% of patients.
Conclusions:
- The implementation of CDSS demonstrated a substantial impact on therapeutic choices for lipid-lowering and antithrombotic agents.
- CDSS holds promise for improving the selection of these therapies, potentially reducing cardiovascular complications.
Abstract:
Aim To evaluate prescription of lipid-lowering and antithrombotic therapy in clinical practice and to compare differences in recommendations using the clinical decision support service (CDSS).Material and methods Electronic medical records (EMR) of 300 patients from the Chazov National Medical Research Center of Cardiology, as well as from medical organizations controlled by the Department of Health of the Lipetsk Region and the Ministry of Health of the Voronezh Region, were analyzed for the period of August - December 2022, during the pilot implementation of CDSS. Retrospective information about the prescription of lipid-lowering and antithrombotic therapy from the EMR was compared with the CDSS guidelines under the expert supervision based on digitized clinical and laboratory profiles of patients. The study primary endpoint was a change in the initially prescribed lipid-lowering and / or antithrombotic therapy as per CDSS guidelines.Results Overall 292 patients were included in the final analysis; 46 (15.7 %) were from the primary prevention group and 246 (84.3 %) from the secondary prevention group. In group 1, the lipid-lowering therapy recommended by the CDSS differed by 50 % (p<0.001) from the baseline therapy recorded in the EMR. In the secondary prevention group, 78.9 % (p<0.001) differences were found in the lipid-lowering therapy recommended in the CDSS guidelines compared to the prescriptions in the EMR. In 76.8 % (p<0.001) of patients, antithrombotic therapy was significantly different from the baseline therapy in the EMR.Conclusion The use of CDSS may improve the practice of choosing lipid-lowering and antithrombotic therapy for prevention of cardiovascular complications.
Related Concept Videos
Antiplatelet Drugs: Prostaglandin Synthesis, P2Y12 and Glycoprotein IIb/IIIa Inhibitors
Prostaglandin synthesis inhibitors, exemplified by the widely known aspirin, wield their power by irreversibly acetylating...
Lipid-Lowering Drugs: Statins and Miscellaneous Agents
Cardiovascular Drugs: Classification based on Therapeutic Indications
Pharmacovigilance
This process, termed pharmacovigilance, aims to detect, evaluate, and minimize harmful effects related to medication use. The data collection for pharmacovigilance depends on spontaneous reporting systems, where healthcare professionals or patients voluntarily report suspected ADRs.
In some cases, there...
Structure-Activity Relationships and Drug Design
SAR studies the intricate relationship between a drug's chemical structure and biological activity. It focuses on understanding how modifications to a drug's structure can influence...
Anticoagulant Drugs: Low-Molecular-Weight Heparins

