ApoB/ApoA-Ι is associated with major cardiovascular events and readmission risk of patients after percutaneous coronary intervention in one year

Abstract Percutaneous coronary intervention (PCI) is a practical and effective method for treating coronary heart disease (CHD). This study aims to explore the influencing factors of major cardiovascular events (MACEs) and hospital readmission risk within one year following PCI treatment. Additional...

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Main Authors: Jie Zhang, Mengyu Liu, Ju Gao, Xiaowen Tian, Yaru Song, Haibei Zhang, Peng Zhao
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-024-84092-x
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author Jie Zhang
Mengyu Liu
Ju Gao
Xiaowen Tian
Yaru Song
Haibei Zhang
Peng Zhao
author_facet Jie Zhang
Mengyu Liu
Ju Gao
Xiaowen Tian
Yaru Song
Haibei Zhang
Peng Zhao
author_sort Jie Zhang
collection DOAJ
description Abstract Percutaneous coronary intervention (PCI) is a practical and effective method for treating coronary heart disease (CHD). This study aims to explore the influencing factors of major cardiovascular events (MACEs) and hospital readmission risk within one year following PCI treatment. Additionally, it seeks to assess the clinical value of Apolipoprotein B/Apolipoprotein A-I (ApoB/ApoA-I) in predicting the risk of one-year MACEs and readmission post-PCI. A retrospective study included 1938 patients who underwent PCI treatment from January 2010 to December 2018 at Shandong Provincial Hospital affiliated with Shandong First Medical University. Patient demographics, medications, and biochemical indicators were recorded upon admission, with one-year follow-up post-operation. Univariate and multivariate Cox proportional hazards regression models were utilized to establish the relationship between ApoB/ApoA-I levels and MACEs/readmission. Predictive nomograms were constructed to forecast MACEs and readmission, with the accuracy of the nomograms assessed using the concordance index. Subgroup analyses were conducted to explore the occurrence of MACEs and readmission. We observed a correlation between ApoB/ApoA-I and other lipid indices, including total cholesterol (TC), triglycerides (TG), low-density lipoprotein cholesterol (LDL-C), and high-density lipoprotein cholesterol (HDL-C) (P < 0.001). Univariate and multivariate Cox regression analyses demonstrated that ApoB/ApoA-I is an independent risk factor for MACEs in post-PCI patients (P = 0.038). Within one year, the incidence of MACEs significantly increased in the high-level ApoB/ApoA-I group (ApoB/ApoA-I ratio ≥ 0.824) (P = 0.038), while the increase in readmission incidence within one year was not statistically significant. Furthermore, a nomogram predicting one-year MACEs was established (Concordance Index: 0.668). Subgroup analysis revealed that ApoB/ApoA-I was associated with the occurrence of both MACEs and readmission in male patients, those using CCB/ARB/ACEI, those without multivessel diseases, or those with LDL-C < 2.6 mmol/L. The ApoB/ApoA-I ratio serves as an independent risk factor for one-year MACEs in post-PCI patients and correlates closely with other blood lipid indicators. ApoB/ApoA-I demonstrates significant predictive value for the occurrence of MACEs within one year. Trial registration Chinese clinical trial registry: No.ChiCTR22000597-23.
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spelling doaj-art-d951fa2274704aeaad7f36ffa247488b2025-01-12T12:23:51ZengNature PortfolioScientific Reports2045-23222025-01-0115111210.1038/s41598-024-84092-xApoB/ApoA-Ι is associated with major cardiovascular events and readmission risk of patients after percutaneous coronary intervention in one yearJie Zhang0Mengyu Liu1Ju Gao2Xiaowen Tian3Yaru Song4Haibei Zhang5Peng Zhao6Department of Clinical Nutrition, Shandong Provincial Hospital affiliated to Shandong First Medical UniversityDepartment of Cardiology, Shandong Provincial Hospital affiliated to Shandong First Medical UniversityDepartment of Cardiology, Aerospace Center HospitalDepartment of Cardiology, Shandong Provincial Hospital affiliated to Shandong First Medical UniversityDepartment of Cardiology, Shandong Provincial Hospital affiliated to Shandong First Medical UniversityDepartment of Cardiology, Shandong Provincial Hospital affiliated to Shandong First Medical UniversityDepartment of Cardiology, Shandong Provincial Hospital affiliated to Shandong First Medical UniversityAbstract Percutaneous coronary intervention (PCI) is a practical and effective method for treating coronary heart disease (CHD). This study aims to explore the influencing factors of major cardiovascular events (MACEs) and hospital readmission risk within one year following PCI treatment. Additionally, it seeks to assess the clinical value of Apolipoprotein B/Apolipoprotein A-I (ApoB/ApoA-I) in predicting the risk of one-year MACEs and readmission post-PCI. A retrospective study included 1938 patients who underwent PCI treatment from January 2010 to December 2018 at Shandong Provincial Hospital affiliated with Shandong First Medical University. Patient demographics, medications, and biochemical indicators were recorded upon admission, with one-year follow-up post-operation. Univariate and multivariate Cox proportional hazards regression models were utilized to establish the relationship between ApoB/ApoA-I levels and MACEs/readmission. Predictive nomograms were constructed to forecast MACEs and readmission, with the accuracy of the nomograms assessed using the concordance index. Subgroup analyses were conducted to explore the occurrence of MACEs and readmission. We observed a correlation between ApoB/ApoA-I and other lipid indices, including total cholesterol (TC), triglycerides (TG), low-density lipoprotein cholesterol (LDL-C), and high-density lipoprotein cholesterol (HDL-C) (P < 0.001). Univariate and multivariate Cox regression analyses demonstrated that ApoB/ApoA-I is an independent risk factor for MACEs in post-PCI patients (P = 0.038). Within one year, the incidence of MACEs significantly increased in the high-level ApoB/ApoA-I group (ApoB/ApoA-I ratio ≥ 0.824) (P = 0.038), while the increase in readmission incidence within one year was not statistically significant. Furthermore, a nomogram predicting one-year MACEs was established (Concordance Index: 0.668). Subgroup analysis revealed that ApoB/ApoA-I was associated with the occurrence of both MACEs and readmission in male patients, those using CCB/ARB/ACEI, those without multivessel diseases, or those with LDL-C < 2.6 mmol/L. The ApoB/ApoA-I ratio serves as an independent risk factor for one-year MACEs in post-PCI patients and correlates closely with other blood lipid indicators. ApoB/ApoA-I demonstrates significant predictive value for the occurrence of MACEs within one year. Trial registration Chinese clinical trial registry: No.ChiCTR22000597-23.https://doi.org/10.1038/s41598-024-84092-xPercutaneous coronary interventionApoB/ApoA-ΙMajor cardiovascular eventsReadmission
spellingShingle Jie Zhang
Mengyu Liu
Ju Gao
Xiaowen Tian
Yaru Song
Haibei Zhang
Peng Zhao
ApoB/ApoA-Ι is associated with major cardiovascular events and readmission risk of patients after percutaneous coronary intervention in one year
Scientific Reports
Percutaneous coronary intervention
ApoB/ApoA-Ι
Major cardiovascular events
Readmission
title ApoB/ApoA-Ι is associated with major cardiovascular events and readmission risk of patients after percutaneous coronary intervention in one year
title_full ApoB/ApoA-Ι is associated with major cardiovascular events and readmission risk of patients after percutaneous coronary intervention in one year
title_fullStr ApoB/ApoA-Ι is associated with major cardiovascular events and readmission risk of patients after percutaneous coronary intervention in one year
title_full_unstemmed ApoB/ApoA-Ι is associated with major cardiovascular events and readmission risk of patients after percutaneous coronary intervention in one year
title_short ApoB/ApoA-Ι is associated with major cardiovascular events and readmission risk of patients after percutaneous coronary intervention in one year
title_sort apob apoa ι is associated with major cardiovascular events and readmission risk of patients after percutaneous coronary intervention in one year
topic Percutaneous coronary intervention
ApoB/ApoA-Ι
Major cardiovascular events
Readmission
url https://doi.org/10.1038/s41598-024-84092-x
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