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Updated: Jun 7, 2025

In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
Bibliometric and visual analysis of SGLT2 inhibitors in cardiovascular diseases
Runfang Pan1, Yuqing He1, Wan Melisandre1
1Department of Anatomy, School of Chinese Integrative Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Background:
Cardiovascular diseases (CVD) pose a significant threat to human health due to their high mortality and morbidity rates. Despite advances in treatments, the prevalence and impact of cardiovascular disease continue to increase. Sodium-glucose transporter 2 inhibitors (SGLT2i), initially approved for the treatment of type 2 diabetes, have important research value and promising applications in reducing CVD risk, especially in heart failure (HF) and atherosclerosis patients with cardiovascular disease (ASCVD). This study aims to comprehensively review the latest progress, research trends, cutting-edge hot spots, and future development directions of SGLT2i in the field of CVD through bibliometric analysis.
Methods:
Articles related to MSCs in cardiovascular diseases were sourced from the Web of Science. The bibliometric analysis was conducted using CiteSpace and VOSviewer, and a knowledge map was created based on the data obtained from the retrieved articles.
Results:
In this article, we screened 3,476 relevant studies, including 2,293 articles and 1,183 reviews. The analysis found that the number of papers related to the application of SGLT2i in CVD has generally increased, peaking in 2022. The United States and China contributed the largest number of papers, with the United States accounting for 36.97% of the total and also ranking first in terms of the number of citations. However, China's high-quality papers are slightly lacking and need further improvement. Keyword analysis showed that empagliflozin, dapagliflozin, diabetes, and heart failure were the most common terms, reflecting the main research interests in currently published papers in this field.
Conclusion:
Bibliometric analysis showed a robust and growing interest in the application of SGLT2i for treating CVD. By summarizing the latest progress of SGLT2i in the field of CVD, exploring research hotspots, and looking forward to future research development trends, this article provides valuable insights for thinking about research prospects.
Insights
Sodium-glucose transporter 2 inhibitors (SGLT2i) show growing promise in treating cardiovascular diseases (CVD), particularly heart failure. Bibliometric analysis reveals increasing research and key areas like empagliflozin and dapagliflozin applications.
Area of Science:
- Cardiology
- Pharmacology
- Bibliometrics
Background:
- Cardiovascular diseases (CVD) present a significant global health challenge with increasing prevalence.
- Sodium-glucose transporter 2 inhibitors (SGLT2i), initially for type 2 diabetes, demonstrate potential in mitigating CVD risk, especially in heart failure (HF) and atherosclerosis (ASCVD).
Purpose of the Study:
- To conduct a bibliometric analysis of Sodium-glucose transporter 2 inhibitors (SGLT2i) in cardiovascular disease (CVD) research.
- To identify current research trends, hotspots, and future directions for SGLT2i in CVD treatment.
Main Methods:
- Bibliometric analysis of 3,476 studies (2,293 articles, 1,183 reviews) sourced from Web of Science.
- Utilized CiteSpace and VOSviewer to create knowledge maps and analyze publication trends and keywords.
Main Results:
- A notable increase in publications on SGLT2i for CVD, peaking in 2022.
- The United States leads in publications and citations, while China shows a growing contribution.
- Key research terms include empagliflozin, dapagliflozin, diabetes, and heart failure.
Conclusions:
- Bibliometric analysis confirms a robust and expanding research interest in SGLT2i for CVD.
- This review offers valuable insights into research progress, hotspots, and future prospects for SGLT2i in cardiovascular medicine.
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