ORIGINAL RESEARCH article
Front. Cardiovasc. Med.
Sec. Cardiovascular Imaging
Volume 12 - 2025 | doi: 10.3389/fcvm.2025.1625239
The Relationships between Inflammatory Biomarkers, Plaque Characteristics, and Macrophage Clusters in Coronary Plaque: A Quantitative Assessment of Macrophages Based on Optical Coherence Tomography
Provisionally accepted- 1Tianjin Cardiovascular Institute, Tianjin Chest Hospital, Tianjin, China
- 2tianjin tumor hospital, tianjin, China
Select one of your emails
You have multiple emails registered with Frontiers:
Notify me on publication
Please enter your email address:
If you already have an account, please login
You don't have a Frontiers account ? You can register here
BACKGROUND: Quantitative assessment of macrophage accumulation is appealing in evaluating plaque inflammation. In optical coherence tomography (OCT) imaging, local macrophage clusters may be a feasible marker for macrophage quantification.METHODS: 404 patients presenting with acute coronary syndrome who underwent OCT evaluation were included. This study aims to assess the relationships between systemic inflammatory biomarkers (including monocytes, high-density lipoprotein cholesterol (HDL-C), and monocyte-to-HDL ratio (MHR)), plaque characteristics, and local macrophage clusters in coronary plaque.Macrophage clusters were present in 218 patients, with a median arc value of 72° (50 to 163°). Patients with macrophage clusters showed markedly higher levels of inflammatory biomarkers and plaque vulnerability. Multivariate logistic regression analysis demonstrated that MHR, lipid index, and microchannel were independently associated with the presence of macrophage clusters. The DeLong test showed the area under the curve of the above three combined indicators was significantly larger than that of single indicators (0.774 vs 0.692, 0.665, 0.624, respectively, p<0.001). The macrophage cluster arc correlated positively with MHR and lipid index (r=0.219, p= 0.001; and r= 0.229, p= 0.001, respectively). More superficial macrophage infiltration, thin cap fibroatheromas, plaque rupture, and thinner fibrous cap thickness were observed in the large macrophage cluster group (>72°) compared to the small macrophage cluster group (50°-72°). The macrophage cluster arc in the low MHR+ lipid index group was significantly lower than that in the high MHR+ lipid index group (68±17° vs. 84±26°, p=0.001). Multiple linear regression analysis demonstrated that MHR, age, and lipid index were independently associated with macrophage cluster arc. In subgroup analysis stratified by clinical presentation and high-sensitivity C-reactive protein level, higher MHR and lipid index levels were observed in large macrophage clusters than in the non-macrophage cluster group, irrespective of the inflammation background.The macrophage cluster was a valuable index for quantifying local plaque inflammation. MHR, lipid index, and microchannel were independently associated with macrophage clusters. Large macrophage clusters were independently associated with high MHR and high lipid plaque burden.
Keywords: monocyte, High-density lipoprotein cholesterol, Monocyte-to-HDL ratio, Lipid index, macrophage cluster
Received: 08 May 2025; Accepted: 28 May 2025.
Copyright: © 2025 Liu, yang, hu, wang, li, cong and zhang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: jingxia zhang, Tianjin Cardiovascular Institute, Tianjin Chest Hospital, Tianjin, China
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.