Background: Acute myocardial infarction (AMI) is a leading cause of morbidity and mortality worldwide. Beyond ischemic injury, sterile inflammation and immune activation critically shape infarct expansion, healing, and adverse remodeling. However, immune-related genes (IRGs) that distinguish AMI from stable coronary artery disease (sCAD) and reflect patient heterogeneity remain incompletely characterized.
Methods: Two microarray datasets (GSE59867 and GSE62646) were retrieved from database and integrated after batch correction. Differential expression analysis and weighted gene co-expression network analysis (WGCNA) were combined with CIBERSORT to identify differentially expressed immune-related genes (DEIRGs) and hub genes associated with immune infiltration. Consensus clustering was then applied to explore molecular subtypes of AMI. Finally, hub genes were preliminarily validated by RT-qPCR in a clinical cohort and in an independent public dataset (GSE60993).
Results: A total of 155 differentially expressed genes (DEGs) and 27 DEIRGs were identified. WGCNA highlighted the MEblue module as most strongly associated with AMI, and intersection analysis yielded 13 overlapping DEIRGs. Protein-protein interaction analysis prioritized six hub genes (CSF3R, CD14, AQP9, S100A9, SLC11A1, and IL1RN), which were mainly correlated with neutrophil and monocyte fractions. Consensus clustering indicated three molecular subtypes with distinct hub-gene expression patterns. RT-qPCR confirmed significantly increased expression of AQP9, S100A9, and SLC11A1 in AMI compared with sCAD. External validation in GSE60993 supported the diagnostic potential of the identified genes.
Conclusions: AQP9, S100A9, and SLC11A1 are promising immune-related biomarkers and may reflect heterogeneity in inflammatory responses among AMI patients. These findings provide mechanistic clues and candidate targets for future experimental and translational studies.
{"title":"Clinically validated immune-related gene markers and molecular subtypes in acute myocardial infarction revealed by peripheral blood transcriptomics.","authors":"Qingquan Zhang, Mingyan Yu, Peiran Xu, Louyuan Xu, Zhe Wang, Liang Chen, Koulong Zheng","doi":"10.3389/fcvm.2026.1643959","DOIUrl":"https://doi.org/10.3389/fcvm.2026.1643959","url":null,"abstract":"<p><strong>Background: </strong>Acute myocardial infarction (AMI) is a leading cause of morbidity and mortality worldwide. Beyond ischemic injury, sterile inflammation and immune activation critically shape infarct expansion, healing, and adverse remodeling. However, immune-related genes (IRGs) that distinguish AMI from stable coronary artery disease (sCAD) and reflect patient heterogeneity remain incompletely characterized.</p><p><strong>Methods: </strong>Two microarray datasets (GSE59867 and GSE62646) were retrieved from database and integrated after batch correction. Differential expression analysis and weighted gene co-expression network analysis (WGCNA) were combined with CIBERSORT to identify differentially expressed immune-related genes (DEIRGs) and hub genes associated with immune infiltration. Consensus clustering was then applied to explore molecular subtypes of AMI. Finally, hub genes were preliminarily validated by RT-qPCR in a clinical cohort and in an independent public dataset (GSE60993).</p><p><strong>Results: </strong>A total of 155 differentially expressed genes (DEGs) and 27 DEIRGs were identified. WGCNA highlighted the MEblue module as most strongly associated with AMI, and intersection analysis yielded 13 overlapping DEIRGs. Protein-protein interaction analysis prioritized six hub genes (CSF3R, CD14, AQP9, S100A9, SLC11A1, and IL1RN), which were mainly correlated with neutrophil and monocyte fractions. Consensus clustering indicated three molecular subtypes with distinct hub-gene expression patterns. RT-qPCR confirmed significantly increased expression of AQP9, S100A9, and SLC11A1 in AMI compared with sCAD. External validation in GSE60993 supported the diagnostic potential of the identified genes.</p><p><strong>Conclusions: </strong>AQP9, S100A9, and SLC11A1 are promising immune-related biomarkers and may reflect heterogeneity in inflammatory responses among AMI patients. These findings provide mechanistic clues and candidate targets for future experimental and translational studies.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"13 ","pages":"1643959"},"PeriodicalIF":2.8,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12876223/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141445","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-23eCollection Date: 2026-01-01DOI: 10.3389/fcvm.2026.1739066
Hong Jiang, Xiaochun He, Yuan Huang, Jingjing Tan, Xixi Li, Zhan Li
Background: Coronary heart disease is a leading cause of mortality and disability worldwide, posing significant challenges to public health and necessitating effective strategies for improving patient outcomes and quality of life.This study aims to analyze the health status of Coronary heart disease patients using a patient-reported outcomes scale, exploring differences across five dimensions: physical health, mental health, social health, spiritual health, and specific symptoms. The goal is to provide a foundation for personalized medical interventions and health management.
Methods: This is a Cross-sectional study, 240 patients were selected for latent profile analysis to categorize their health statuses. Key influencing factors were identified through univariate analysis and multivariate logistic regression analysis.
Results: The health status of patients was categorized into three groups, stable and healthy model (n = 146), social psychological fluctuation model (n = 78), and symptom prominent instability model (n = 16). Significant differences were observed among these concerning glycated hemoglobin, high-density lipoprotein, low-density lipoprotein, age, monthly income, education level, and comorbid chronic obstructive pulmonary disease. The health status of social psychological fluctuation model and symptom prominent instability model was independently influenced by glycated hemoglobin, age, education level, and COPD (P < 0.05).
Conclusion: The health status of CHD patients can be classified into distinct categories influenced by multiple factors and comorbidities. As a crucial assessment tool, PRO facilitates the categorization of patient health statuses and provides a reference for precision medicine and personalized interventions. Future efforts should focus on developing targeted interventions tailored to the specific characteristics.
{"title":"Latent profile analysis of health status and influencing factors among patients with coronary heart disease based on patient-reported outcomes.","authors":"Hong Jiang, Xiaochun He, Yuan Huang, Jingjing Tan, Xixi Li, Zhan Li","doi":"10.3389/fcvm.2026.1739066","DOIUrl":"https://doi.org/10.3389/fcvm.2026.1739066","url":null,"abstract":"<p><strong>Background: </strong>Coronary heart disease is a leading cause of mortality and disability worldwide, posing significant challenges to public health and necessitating effective strategies for improving patient outcomes and quality of life.This study aims to analyze the health status of Coronary heart disease patients using a patient-reported outcomes scale, exploring differences across five dimensions: physical health, mental health, social health, spiritual health, and specific symptoms. The goal is to provide a foundation for personalized medical interventions and health management.</p><p><strong>Methods: </strong>This is a Cross-sectional study, 240 patients were selected for latent profile analysis to categorize their health statuses. Key influencing factors were identified through univariate analysis and multivariate logistic regression analysis.</p><p><strong>Results: </strong>The health status of patients was categorized into three groups, stable and healthy model (<i>n</i> = 146), social psychological fluctuation model (<i>n</i> = 78), and symptom prominent instability model (<i>n</i> = 16). Significant differences were observed among these concerning glycated hemoglobin, high-density lipoprotein, low-density lipoprotein, age, monthly income, education level, and comorbid chronic obstructive pulmonary disease. The health status of social psychological fluctuation model and symptom prominent instability model was independently influenced by glycated hemoglobin, age, education level, and COPD (<i>P</i> < 0.05).</p><p><strong>Conclusion: </strong>The health status of CHD patients can be classified into distinct categories influenced by multiple factors and comorbidities. As a crucial assessment tool, PRO facilitates the categorization of patient health statuses and provides a reference for precision medicine and personalized interventions. Future efforts should focus on developing targeted interventions tailored to the specific characteristics.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"13 ","pages":"1739066"},"PeriodicalIF":2.8,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12876253/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: The role of right ventricular (RV) incision during tetralogy of Fallot (TOF) repair remains controversial. Although RV incisions facilitate the closure of ventricular septal defects (VSDs) and relieve right ventricular outflow tract (RVOT) obstruction, concerns remain regarding late ventricular dysfunction. Alternative approaches that limit or avoid RV incision have been advocated; however, most evidence derives from single-center retrospective reports, leaving the clinical impact uncertain.
Method: We retrospectively analyzed 237 patients who underwent repair of TOF at two tertiary centers between 2015 and 2019. Patients were stratified into three groups: Group 1 (no RV incision), Group 2 (incision confined to the infundibulum), and Group 3 (incision extending beyond the infundibulum). The primary endpoint was major adverse events (MAEs, defined as in-hospital mortality, need for extracorporeal membrane oxygenation, malignant arrhythmias, delayed sternal closure, reoperation requiring cardiopulmonary bypass, and reintubation). Secondary endpoints included length of intensive care unit (ICU) stay, total hospital stay, ventilation duration, 24-h drainage output, and other postoperative complications. Both crude and propensity score-matched (PSM) analyses were performed.
Results: In crude analyses, delayed sternal closure was more frequent in Group 2 but did not reach statistical significance (P = 0.052), while rates of infection and transfusion were higher in Group 3 compared with Group 1. After PSM, differences between Groups 2 and 3 persisted, whereas Group 1 continued to demonstrate more favorable outcomes, likely reflecting more favorable baseline anatomy. Hemodynamic parameters and residual RVOT gradients were comparable across groups after matching.
Conclusion: The extent of RV incision during repair of TOF was associated with distinct perioperative risk profiles; however, rates of major adverse events did not differ significantly after adjustment for baseline imbalances. The more favorable outcomes observed in patients without an RV incision primarily reflected anatomical advantages rather than an intrinsic superiority of the surgical approach. These findings suggest that RV incision should be minimized when technically feasible while ensuring adequate relief of RVOT to ensure procedural safety. Prospective multicenter studies with long-term, imaging-based follow-up are required to determine the impact of incision strategy on RV function, pulmonary regurgitation, and late outcomes.
{"title":"Impact of right ventricular incision extent on early outcomes after tetralogy of Fallot repair: a two-center retrospective cohort study.","authors":"Yun Teng, Jiaxuan Yang, Miao Tian, Shuhua Luo, Jinlin Wu, Ziqin Zhou, Xiaowei Cai, Junfei Zhao, Jimei Chen","doi":"10.3389/fcvm.2025.1702538","DOIUrl":"https://doi.org/10.3389/fcvm.2025.1702538","url":null,"abstract":"<p><strong>Background: </strong>The role of right ventricular (RV) incision during tetralogy of Fallot (TOF) repair remains controversial. Although RV incisions facilitate the closure of ventricular septal defects (VSDs) and relieve right ventricular outflow tract (RVOT) obstruction, concerns remain regarding late ventricular dysfunction. Alternative approaches that limit or avoid RV incision have been advocated; however, most evidence derives from single-center retrospective reports, leaving the clinical impact uncertain.</p><p><strong>Method: </strong>We retrospectively analyzed 237 patients who underwent repair of TOF at two tertiary centers between 2015 and 2019. Patients were stratified into three groups: Group 1 (no RV incision), Group 2 (incision confined to the infundibulum), and Group 3 (incision extending beyond the infundibulum). The primary endpoint was major adverse events (MAEs, defined as in-hospital mortality, need for extracorporeal membrane oxygenation, malignant arrhythmias, delayed sternal closure, reoperation requiring cardiopulmonary bypass, and reintubation). Secondary endpoints included length of intensive care unit (ICU) stay, total hospital stay, ventilation duration, 24-h drainage output, and other postoperative complications. Both crude and propensity score-matched (PSM) analyses were performed.</p><p><strong>Results: </strong>In crude analyses, delayed sternal closure was more frequent in Group 2 but did not reach statistical significance (<i>P</i> = 0.052), while rates of infection and transfusion were higher in Group 3 compared with Group 1. After PSM, differences between Groups 2 and 3 persisted, whereas Group 1 continued to demonstrate more favorable outcomes, likely reflecting more favorable baseline anatomy. Hemodynamic parameters and residual RVOT gradients were comparable across groups after matching.</p><p><strong>Conclusion: </strong>The extent of RV incision during repair of TOF was associated with distinct perioperative risk profiles; however, rates of major adverse events did not differ significantly after adjustment for baseline imbalances. The more favorable outcomes observed in patients without an RV incision primarily reflected anatomical advantages rather than an intrinsic superiority of the surgical approach. These findings suggest that RV incision should be minimized when technically feasible while ensuring adequate relief of RVOT to ensure procedural safety. Prospective multicenter studies with long-term, imaging-based follow-up are required to determine the impact of incision strategy on RV function, pulmonary regurgitation, and late outcomes.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1702538"},"PeriodicalIF":2.8,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12876232/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141051","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objectives: To evaluate the improvement in the quality of life of surgical cardiac valve disease patients based on their perceptions at three distinct points: preoperative, immediate postoperative, and late postoperative.
Background: Quality of life has been increasingly recognized as a central outcome in cardiovascular care, especially in valvular diseases. Despite the extensive international literature on postoperative recovery and favorable clinical outcomes, few studies have examined quality of life from the patient's perspective within a structured care pathway model, particularly in developing countries such as Brazil. This study contributes by assessing quality of life longitudinally and from the patient's perspective, within an interdisciplinary Care Line Model implemented at a high-complexity cardiovascular center.
Methods: This retrospective, observational longitudinal study included patients with significant valvular disease undergoing surgery. These patients were assessed at three time points by the psychology team: preoperative, immediate postoperative (after discharge from the Intensive Care Unit and before hospital discharge), and late postoperative (6 months after hospital discharge). Quality of life was measured from the patients' perspective using two instruments: SF-36 and EQ-5D, as part of the surgical valve disease care model implemented at the institution.
Results: Patients reported significant improvements in quality of life after surgery. The EQ-5D and EQ-VAS scores increased substantially in the late postoperative period compared to preoperative values. SF-36 domains, particularly functional capacity, vitality, pain, general health, and mental health, showed robust improvement. All analyses were based strictly on comparisons between assessment points; no assumptions of linear postoperative improvement were made.
Conclusion: Valve surgery is associated with meaningful improvements in patients' perceived quality of life, especially regarding mobility, pain/discomfort, self-care, and emotional and social functioning. These findings reinforce the relevance of multidisciplinary and longitudinal follow-up and demonstrate the potential contribution of structured care pathways, such as the Surgical Valve Disease Care Line, to enhance recovery and patient-centered outcomes.
{"title":"The perception of surgical valve disease patients on quality of life improvement through the care line model: a longitudinal study.","authors":"Sirlei Pereira Nunes, Vitor Emer Egypto Rosa, Danielle Misumi Watanabe, Bellkiss Wilma Romano, Flávio Tarasoutchi","doi":"10.3389/fcvm.2025.1489309","DOIUrl":"https://doi.org/10.3389/fcvm.2025.1489309","url":null,"abstract":"<p><strong>Objectives: </strong>To evaluate the improvement in the quality of life of surgical cardiac valve disease patients based on their perceptions at three distinct points: preoperative, immediate postoperative, and late postoperative.</p><p><strong>Background: </strong>Quality of life has been increasingly recognized as a central outcome in cardiovascular care, especially in valvular diseases. Despite the extensive international literature on postoperative recovery and favorable clinical outcomes, few studies have examined quality of life from the patient's perspective within a structured care pathway model, particularly in developing countries such as Brazil. This study contributes by assessing quality of life longitudinally and from the patient's perspective, within an interdisciplinary Care Line Model implemented at a high-complexity cardiovascular center.</p><p><strong>Methods: </strong>This retrospective, observational longitudinal study included patients with significant valvular disease undergoing surgery. These patients were assessed at three time points by the psychology team: preoperative, immediate postoperative (after discharge from the Intensive Care Unit and before hospital discharge), and late postoperative (6 months after hospital discharge). Quality of life was measured from the patients' perspective using two instruments: SF-36 and EQ-5D, as part of the surgical valve disease care model implemented at the institution.</p><p><strong>Results: </strong>Patients reported significant improvements in quality of life after surgery. The EQ-5D and EQ-VAS scores increased substantially in the late postoperative period compared to preoperative values. SF-36 domains, particularly functional capacity, vitality, pain, general health, and mental health, showed robust improvement. All analyses were based strictly on comparisons between assessment points; no assumptions of linear postoperative improvement were made.</p><p><strong>Conclusion: </strong>Valve surgery is associated with meaningful improvements in patients' perceived quality of life, especially regarding mobility, pain/discomfort, self-care, and emotional and social functioning. These findings reinforce the relevance of multidisciplinary and longitudinal follow-up and demonstrate the potential contribution of structured care pathways, such as the Surgical Valve Disease Care Line, to enhance recovery and patient-centered outcomes.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1489309"},"PeriodicalIF":2.8,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12879752/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-23eCollection Date: 2026-01-01DOI: 10.3389/fcvm.2026.1614324
Chaoping Yu, Yue Liu, Fengcheng Xu, Bo Li, Bin Ge, Rong Zhu, Tianhu Liu, Hongyu Wang, Ying Huang, Jing Yang, Bo Zhang
Objective: Currently, there is a lack of clinical studies on how to stratify endothelial dysfunction based on the severity of co-existing hypertension and OSAHS. This evidence gap hinders clinicians' ability to accurately assess disease burden and determine the best timing and intensity of intervention for these high-risk patients. This study aimed to investigate the impact of hypertension combined with OSAHS on vascular endothelial function.
Methods: Patients aged 35-60 years with hypertension and OSAHS were consecutively recruited from the outpatient department of the Department of Cardiology at the Chengdu Pidu District People's Hospital, from July 1, 2023, to December 31, 2023. AHI, RHI and endothelial damage-related markers [Von Willebrand Factor (VWF), Vascular Endothelial Growth Factor (VEGF), and Endothelial Microparticles (EMPs)] were measured. Routine examination data were collected.
Results: The correlation analysis between AHI, RHI, and hypertension grade and hypertension stage showed correlation coefficients less than 0.2, indicating almost no linear relationship. The correlation coefficient between AHI and RHI was -0.58 (P < 0.001). The correlation coefficients between AHI and VWF, VEGF, and EMPS were 0.56 (P < 0.001), 0.49 (P < 0.001), and 0.66 (P < 0.001). The correlation coefficients between RHI and VWF, VEGF, and EMPS were -0.62 (P < 0.001), -0.63 (P < 0.001), and -0.67 (P < 0.001). The RHI showed significant inverse associations with the studied variables.A 1-SD increase in AHI, vWF, VEGF, and EMPs was associated with a decrease in RHI of 0.02, 0.62, 0.63, and 0.67 units, respectively. (β = -0.02, adjusted β = -0.60, P < 0.01; β = -0.62, adjusted β = -0.64, P < 0.01; β = -0.63, adjusted β = -0.64, P < 0.01; β = -0.67, adjusted β = -0.71, P < 0.01).
Conclusion: In patients with hypertension combined with OSAHS, RHI can be used as an important indicator in routine tests of vascular endothelial function to predict the degree of vascular endothelial injury.
目的:目前缺乏基于高血压合并OSAHS严重程度对内皮功能障碍进行分层的临床研究。这一证据差距阻碍了临床医生准确评估疾病负担和确定这些高危患者的最佳干预时间和强度的能力。本研究旨在探讨高血压合并OSAHS对血管内皮功能的影响。方法:于2023年7月1日至2023年12月31日在成都市沛都区人民医院心内科门诊连续招募35-60岁高血压合并OSAHS患者。测量AHI、RHI和内皮损伤相关标志物[血管性血液病因子(VWF)、血管内皮生长因子(VEGF)和内皮微粒(EMPs)]。收集常规检查资料。结果:AHI、RHI与高血压分级、分期相关分析,相关系数小于0.2,基本无线性关系。AHI与RHI的相关系数为-0.58 (P P P P P P P β = -0.02,调整后β = -0.60, P β = -0.62,调整后β = -0.64, P β = -0.63,调整后β = -0.64, P β = -0.67,调整后β = -0.71, P)结论:高血压合并OSAHS患者,RHI可作为血管内皮功能常规检查中预测血管内皮损伤程度的重要指标。
{"title":"The correlation between reactive hyperemia index and endothelial dysfunction markers in patients with hypertension and obstructive sleep apnea syndrome: a cross-sectional study.","authors":"Chaoping Yu, Yue Liu, Fengcheng Xu, Bo Li, Bin Ge, Rong Zhu, Tianhu Liu, Hongyu Wang, Ying Huang, Jing Yang, Bo Zhang","doi":"10.3389/fcvm.2026.1614324","DOIUrl":"https://doi.org/10.3389/fcvm.2026.1614324","url":null,"abstract":"<p><strong>Objective: </strong>Currently, there is a lack of clinical studies on how to stratify endothelial dysfunction based on the severity of co-existing hypertension and OSAHS. This evidence gap hinders clinicians' ability to accurately assess disease burden and determine the best timing and intensity of intervention for these high-risk patients. This study aimed to investigate the impact of hypertension combined with OSAHS on vascular endothelial function.</p><p><strong>Methods: </strong>Patients aged 35-60 years with hypertension and OSAHS were consecutively recruited from the outpatient department of the Department of Cardiology at the Chengdu Pidu District People's Hospital, from July 1, 2023, to December 31, 2023. AHI, RHI and endothelial damage-related markers [Von Willebrand Factor (VWF), Vascular Endothelial Growth Factor (VEGF), and Endothelial Microparticles (EMPs)] were measured. Routine examination data were collected.</p><p><strong>Results: </strong>The correlation analysis between AHI, RHI, and hypertension grade and hypertension stage showed correlation coefficients less than 0.2, indicating almost no linear relationship. The correlation coefficient between AHI and RHI was -0.58 (<i>P</i> < 0.001). The correlation coefficients between AHI and VWF, VEGF, and EMPS were 0.56 (<i>P</i> < 0.001), 0.49 (<i>P</i> < 0.001), and 0.66 (<i>P</i> < 0.001). The correlation coefficients between RHI and VWF, VEGF, and EMPS were -0.62 (<i>P</i> < 0.001), -0.63 (<i>P</i> < 0.001), and -0.67 (<i>P</i> < 0.001). The RHI showed significant inverse associations with the studied variables.A 1-SD increase in AHI, vWF, VEGF, and EMPs was associated with a decrease in RHI of 0.02, 0.62, 0.63, and 0.67 units, respectively. (<i>β</i> = -0.02, adjusted <i>β</i> = -0.60, <i>P</i> < 0.01; <i>β</i> = -0.62, adjusted <i>β</i> = -0.64, <i>P</i> < 0.01; <i>β</i> = -0.63, adjusted <i>β</i> = -0.64, <i>P</i> < 0.01; <i>β</i> = -0.67, adjusted <i>β</i> = -0.71, <i>P</i> < 0.01).</p><p><strong>Conclusion: </strong>In patients with hypertension combined with OSAHS, RHI can be used as an important indicator in routine tests of vascular endothelial function to predict the degree of vascular endothelial injury.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"13 ","pages":"1614324"},"PeriodicalIF":2.8,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12876163/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141530","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-23eCollection Date: 2025-01-01DOI: 10.3389/fcvm.2025.1625436
Justine Bergeon, Fanette Chassagne, Marie Fanget, Angèle N Merlet, Stéphane Avril, Léonard Féasson, Frédéric Roche, Magnus Bäck, David Hupin
Postoperative atrial fibrillation (POAF) affects 38%-63% of patients undergoing surgical replacement for calcific aortic valve stenosis (CAVS), increasing morbidity, stroke risk, and hospital stay. POAF results from an interplay between pre-existing arrhythmogenic substrates, acute surgical triggers, unresolved inflammation, and autonomic nervous system (ANS) imbalance. Specialized pro-resolving mediators (SPMs) orchestrate inflammation resolution and tissue homeostasis; their deficiency may sustain valvular inflammation and promote arrhythmogenesis. Transcutaneous vagus nerve stimulation (tVNS) is a non-invasive approach that enhances parasympathetic tone, restores sympathovagal balance, and modulates inflammatory pathways. While tVNS has been applied postoperatively, its preoperative, preventive use in POAF has not been explored, representing a novel therapeutic strategy. In patients with CAVS, preoperative tVNS could reduce POAF by regulating ANS activity and limiting perioperative inflammation. Mechanistic insights may be gained through perioperative sampling, analysis of excised valvular and atrial tissue, and biomechanical assessments comparing stimulated and control groups. Preoperative tVNS thus offers a promising strategy to prevent POAF while addressing valvular inflammation, bridging translational physiology with clinical cardiology and potentially opening new avenues for the management of CAVS.
{"title":"Preoperative transcutaneous vagus nerve stimulation as a novel strategy to prevent postoperative atrial fibrillation in calcific aortic valve disease: mechanistic insights and translational perspectives.","authors":"Justine Bergeon, Fanette Chassagne, Marie Fanget, Angèle N Merlet, Stéphane Avril, Léonard Féasson, Frédéric Roche, Magnus Bäck, David Hupin","doi":"10.3389/fcvm.2025.1625436","DOIUrl":"https://doi.org/10.3389/fcvm.2025.1625436","url":null,"abstract":"<p><p>Postoperative atrial fibrillation (POAF) affects 38%-63% of patients undergoing surgical replacement for calcific aortic valve stenosis (CAVS), increasing morbidity, stroke risk, and hospital stay. POAF results from an interplay between pre-existing arrhythmogenic substrates, acute surgical triggers, unresolved inflammation, and autonomic nervous system (ANS) imbalance. Specialized pro-resolving mediators (SPMs) orchestrate inflammation resolution and tissue homeostasis; their deficiency may sustain valvular inflammation and promote arrhythmogenesis. Transcutaneous vagus nerve stimulation (tVNS) is a non-invasive approach that enhances parasympathetic tone, restores sympathovagal balance, and modulates inflammatory pathways. While tVNS has been applied postoperatively, its preoperative, preventive use in POAF has not been explored, representing a novel therapeutic strategy. In patients with CAVS, preoperative tVNS could reduce POAF by regulating ANS activity and limiting perioperative inflammation. Mechanistic insights may be gained through perioperative sampling, analysis of excised valvular and atrial tissue, and biomechanical assessments comparing stimulated and control groups. Preoperative tVNS thus offers a promising strategy to prevent POAF while addressing valvular inflammation, bridging translational physiology with clinical cardiology and potentially opening new avenues for the management of CAVS.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1625436"},"PeriodicalIF":2.8,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12876184/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-22eCollection Date: 2026-01-01DOI: 10.3389/fcvm.2026.1741197
Shang Lifeng, Su Danyan, Qin Suyuan, Chen Cheng, Qiao Xiaoyu, Sun Lu, Wang Zhouping, Pang Yusheng
Objective: To develop and validate a nomogram for the individualized prediction of persistent coronary artery aneurysms (CAAs) in children with Kawasaki disease (KD) who have developed CAAs in the acute phase.
Methods: This retrospective cohort study enrolled children diagnosed with KD and complicated by CAA between September 2015 and December 2023. The primary outcome was defined as the persistence of CAA 90 days after disease onset. Predictor selection was performed using 1,000 bootstrap resamples combined with LASSO regression for stability. A predictive model was constructed using multivariate logistic regression. The model's discrimination, calibration, and clinical utility were assessed by the area under the receiver operating characteristic curve (AUC), calibration curves, and decision curve analysis (DCA).
Results: A total of 135 children were included, of whom 80 (59.3%) had persistent CAAs. Stability selection identified the maximum coronary artery Z-score (ZM), age < 12 months (Age1), and total bile acid (TBA) as key predictors. The parsimonious model (Model B) built on these predictors demonstrated excellent performance, with an optimism-corrected AUC of 0.933 (95% CI: 0.905-0.960). It was well-calibrated, and DCA showed a positive net benefit across a wide threshold probability range of 5%-100%.
Conclusion: This study successfully developed a nomogram based on ZM, Age1, and TBA. This tool can effectively identify KD children at risk of persistent CAAs, providing an intuitive and quantitative decision-making aid for precise risk stratification and optimized long-term management in this high-risk population.
{"title":"A nomogram for predicting the risk of persistent coronary artery aneurysms in children with Kawasaki disease: a retrospective study.","authors":"Shang Lifeng, Su Danyan, Qin Suyuan, Chen Cheng, Qiao Xiaoyu, Sun Lu, Wang Zhouping, Pang Yusheng","doi":"10.3389/fcvm.2026.1741197","DOIUrl":"https://doi.org/10.3389/fcvm.2026.1741197","url":null,"abstract":"<p><strong>Objective: </strong>To develop and validate a nomogram for the individualized prediction of persistent coronary artery aneurysms (CAAs) in children with Kawasaki disease (KD) who have developed CAAs in the acute phase.</p><p><strong>Methods: </strong>This retrospective cohort study enrolled children diagnosed with KD and complicated by CAA between September 2015 and December 2023. The primary outcome was defined as the persistence of CAA 90 days after disease onset. Predictor selection was performed using 1,000 bootstrap resamples combined with LASSO regression for stability. A predictive model was constructed using multivariate logistic regression. The model's discrimination, calibration, and clinical utility were assessed by the area under the receiver operating characteristic curve (AUC), calibration curves, and decision curve analysis (DCA).</p><p><strong>Results: </strong>A total of 135 children were included, of whom 80 (59.3%) had persistent CAAs. Stability selection identified the maximum coronary artery <i>Z</i>-score (ZM), age < 12 months (Age1), and total bile acid (TBA) as key predictors. The parsimonious model (Model B) built on these predictors demonstrated excellent performance, with an optimism-corrected AUC of 0.933 (95% CI: 0.905-0.960). It was well-calibrated, and DCA showed a positive net benefit across a wide threshold probability range of 5%-100%.</p><p><strong>Conclusion: </strong>This study successfully developed a nomogram based on ZM, Age1, and TBA. This tool can effectively identify KD children at risk of persistent CAAs, providing an intuitive and quantitative decision-making aid for precise risk stratification and optimized long-term management in this high-risk population.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"13 ","pages":"1741197"},"PeriodicalIF":2.8,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12874396/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-22eCollection Date: 2025-01-01DOI: 10.3389/fcvm.2025.1740710
Darijan Ribic, Espen W Remme, Otto A Smiseth, Richard J Massey, Christian H Eek, John-Peder Escobar Kvitting, Lars Gullestad, Kaspar Broch, Kristoffer Russell
Background and aims: Conventional echocardiographic measurements like ejection fraction (EF) and global longitudinal strain (GLS) evaluate left ventricular (LV) function without considering concurrent loading conditions. A more comprehensive characterization of cardiac function and energetics can be achieved through pressure-volume analysis, but its clinical application is limited by the requirement for invasive measurements. We aimed to develop a clinically accessible, non-invasive method for pressure-volume loop analysis.
Methods: We obtained simultaneous 3-dimensional echocardiograms and invasive LV pressures with micromanometer-tipped catheters during transcatheter aortic valve replacement (TAVR) for severe aortic stenosis. Volume-time traces from the echocardiograms were combined with invasive LV pressures and non-invasive pressure estimates to construct pressure-volume loops. We used echocardiograms before and after TAVR to evaluate changes in myocardial function via non-invasive pressure-volume studies.
Results: In same-beat comparisons, stroke work calculated using non-invasive LV pressure estimations correlated well with stroke work calculated using invasive LV pressures (r = 0.95, ICC = 0.95, p < 0.0001, y = 0.90X + 1,836, mean bias -549 mmHg*mL, standard deviation 774 mmHg*mL; 95% limits of agreement: -2,006 to +967 mmHg*mL). After TAVR, stroke work fell substantially, ventricular efficiency increased, ventriculo-arterial coupling improved, and both total and resting energy consumption decreased. On the other hand, LV biplane EF and GLS remained unchanged.
Conclusions: This study confirms the validity and clinical accessibility of non-invasive pressure-volume loop analysis in patients with aortic stenosis. The method identified and characterized changes in myocardial energetics, function, and ventriculo-arterial interaction, that are not typically detected by conventional echocardiography. These findings highlight the potential of non-invasive pressure-volume analysis in clinical and research practice.
{"title":"Non-invasive pressure-volume analysis: a novel method for evaluating ventricular function in patients with aortic stenosis.","authors":"Darijan Ribic, Espen W Remme, Otto A Smiseth, Richard J Massey, Christian H Eek, John-Peder Escobar Kvitting, Lars Gullestad, Kaspar Broch, Kristoffer Russell","doi":"10.3389/fcvm.2025.1740710","DOIUrl":"https://doi.org/10.3389/fcvm.2025.1740710","url":null,"abstract":"<p><strong>Background and aims: </strong>Conventional echocardiographic measurements like ejection fraction (EF) and global longitudinal strain (GLS) evaluate left ventricular (LV) function without considering concurrent loading conditions. A more comprehensive characterization of cardiac function and energetics can be achieved through pressure-volume analysis, but its clinical application is limited by the requirement for invasive measurements. We aimed to develop a clinically accessible, non-invasive method for pressure-volume loop analysis.</p><p><strong>Methods: </strong>We obtained simultaneous 3-dimensional echocardiograms and invasive LV pressures with micromanometer-tipped catheters during transcatheter aortic valve replacement (TAVR) for severe aortic stenosis. Volume-time traces from the echocardiograms were combined with invasive LV pressures and non-invasive pressure estimates to construct pressure-volume loops. We used echocardiograms before and after TAVR to evaluate changes in myocardial function via non-invasive pressure-volume studies.</p><p><strong>Results: </strong>In same-beat comparisons, stroke work calculated using non-invasive LV pressure estimations correlated well with stroke work calculated using invasive LV pressures (<i>r</i> = 0.95, ICC = 0.95, <i>p</i> < 0.0001, <i>y</i> = 0.90X + 1,836, mean bias -549 mmHg*mL, standard deviation 774 mmHg*mL; 95% limits of agreement: -2,006 to +967 mmHg*mL). After TAVR, stroke work fell substantially, ventricular efficiency increased, ventriculo-arterial coupling improved, and both total and resting energy consumption decreased. On the other hand, LV biplane EF and GLS remained unchanged.</p><p><strong>Conclusions: </strong>This study confirms the validity and clinical accessibility of non-invasive pressure-volume loop analysis in patients with aortic stenosis. The method identified and characterized changes in myocardial energetics, function, and ventriculo-arterial interaction, that are not typically detected by conventional echocardiography. These findings highlight the potential of non-invasive pressure-volume analysis in clinical and research practice.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1740710"},"PeriodicalIF":2.8,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12872862/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141086","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
<p><strong>Aims: </strong>This study aims to investigate the effect of different diastolic blood pressure levels at discharge on the prognosis of patients with heart failure after acute myocardial infarction.</p><p><strong>Methods: </strong>This study included 642 patients hospitalized in the Department of Cardiology of Langfang People's Hospital who were diagnosed with heart failure after acute myocardial infarction between March 2017 and October 2022. Patients were divided according to diastolic blood pressure (DBP) at discharge into three groups: <70 mmHg (<i>n</i> = 122), 70-80 mmHg (<i>n</i> = 221), and >80 mmHg (<i>n</i> = 299) groups. The follow-up period was 12 months after discharge. The primary endpoint was a composite of all-cause mortality and all-cause readmission during follow-up. Secondary endpoints included the composite endpoint of cardiac death and cardiac readmission, as well as all-cause mortality, cardiac death, all-cause readmission, cardiac readmission, and heart failure-related readmission.</p><p><strong>Results: </strong>During the follow-up period, there were no significant differences among the three groups in the incidence of the primary endpoint (a composite of all-cause mortality and all-cause readmission) or secondary endpoints (the composite endpoint of cardiac death and cardiac readmission, all-cause mortality, cardiac death, all-cause readmission, cardiac readmission, and heart failure readmission) (<i>P</i> > 0.05). Cox regression analysis, adjusted for variables showing differences in the univariate analysis, showed that patients in the 70-80 mmHg group had a significantly higher risk of the primary endpoint than those in the <70 mmHg group (HR: 2.078, 95% CI: 1.009-4.280, <i>P</i> = 0.047). Compared with the <70 mmHg group, patients in the >80 mmHg group exhibited an increased risk of the primary endpoint (HR: 2.808, 95% CI: 1.216-6.481, <i>P</i> = 0.016), the composite endpoint of cardiac death and cardiac readmission (HR: 3.765, 95% CI: 1.393-10.176, <i>P</i> = 0.009), all-cause readmission (HR: 2.850, 95% CI: 1.197-6.789, <i>P</i> = 0.018), and cardiac readmission (HR: 3.376, 95% CI: 1.234-9.237, <i>P</i> = 0.018), with no significant differences observed for the remaining outcome measures. No significant differences in outcome indices were found between the >80 mmHg and 70-80 mmHg groups (<i>P</i> > 0.05).</p><p><strong>Conclusion: </strong>Different DBP levels at discharge in patients with heart failure after AMI are useful for patient prognosis evaluation. Maybe patients with heart failure after AMI with a low DBP (<70 mmHg) at discharge have a lower risk of all-cause mortality and all-cause readmission. Notably, the study population had a relatively high mean left ventricular ejection fraction, and a higher number of patients in the DBP < 70 mmHg group were treated with MRAs. Since MRAs themselves have blood pressure-lowering effects, their use may have influenced the results and prognosis. Therefore, u
{"title":"Effect of different diastolic blood pressure levels on the prognosis of patients with heart failure after acute myocardial infarction.","authors":"Xue Sun, Mengjie Lei, Xiao Wang, Jingyao Wang, Yachao Li, Cairong Li, Zhigang Zhao, Chunyan Zhang, Wanda Ma, Zengming Xue","doi":"10.3389/fcvm.2025.1703466","DOIUrl":"https://doi.org/10.3389/fcvm.2025.1703466","url":null,"abstract":"<p><strong>Aims: </strong>This study aims to investigate the effect of different diastolic blood pressure levels at discharge on the prognosis of patients with heart failure after acute myocardial infarction.</p><p><strong>Methods: </strong>This study included 642 patients hospitalized in the Department of Cardiology of Langfang People's Hospital who were diagnosed with heart failure after acute myocardial infarction between March 2017 and October 2022. Patients were divided according to diastolic blood pressure (DBP) at discharge into three groups: <70 mmHg (<i>n</i> = 122), 70-80 mmHg (<i>n</i> = 221), and >80 mmHg (<i>n</i> = 299) groups. The follow-up period was 12 months after discharge. The primary endpoint was a composite of all-cause mortality and all-cause readmission during follow-up. Secondary endpoints included the composite endpoint of cardiac death and cardiac readmission, as well as all-cause mortality, cardiac death, all-cause readmission, cardiac readmission, and heart failure-related readmission.</p><p><strong>Results: </strong>During the follow-up period, there were no significant differences among the three groups in the incidence of the primary endpoint (a composite of all-cause mortality and all-cause readmission) or secondary endpoints (the composite endpoint of cardiac death and cardiac readmission, all-cause mortality, cardiac death, all-cause readmission, cardiac readmission, and heart failure readmission) (<i>P</i> > 0.05). Cox regression analysis, adjusted for variables showing differences in the univariate analysis, showed that patients in the 70-80 mmHg group had a significantly higher risk of the primary endpoint than those in the <70 mmHg group (HR: 2.078, 95% CI: 1.009-4.280, <i>P</i> = 0.047). Compared with the <70 mmHg group, patients in the >80 mmHg group exhibited an increased risk of the primary endpoint (HR: 2.808, 95% CI: 1.216-6.481, <i>P</i> = 0.016), the composite endpoint of cardiac death and cardiac readmission (HR: 3.765, 95% CI: 1.393-10.176, <i>P</i> = 0.009), all-cause readmission (HR: 2.850, 95% CI: 1.197-6.789, <i>P</i> = 0.018), and cardiac readmission (HR: 3.376, 95% CI: 1.234-9.237, <i>P</i> = 0.018), with no significant differences observed for the remaining outcome measures. No significant differences in outcome indices were found between the >80 mmHg and 70-80 mmHg groups (<i>P</i> > 0.05).</p><p><strong>Conclusion: </strong>Different DBP levels at discharge in patients with heart failure after AMI are useful for patient prognosis evaluation. Maybe patients with heart failure after AMI with a low DBP (<70 mmHg) at discharge have a lower risk of all-cause mortality and all-cause readmission. Notably, the study population had a relatively high mean left ventricular ejection fraction, and a higher number of patients in the DBP < 70 mmHg group were treated with MRAs. Since MRAs themselves have blood pressure-lowering effects, their use may have influenced the results and prognosis. Therefore, u","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1703466"},"PeriodicalIF":2.8,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12872756/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146140977","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Research on biological age focused on the optimization and upgrading of aging clocks, which can now prospectively predict a variety of diseases. The biological age (BA) based on clinical parameters has shown predictive value for cardiovascular disease. However, evidence linking BA and its trajectories with heart failure (HF) remained limited. This study aimed to construct a clinical-parameter-based BA and to investigate its association, along with BA trajectories, with incident heart failure.
Methods: This study utilized data from the Kailuan Study, which included 76,908 Chinese adults who underwent their first health examination between 2006 and 2007. A deep neural network model was employed to estimate BA based on 32 clinical indicators. Participants were stratified into three groups-decelerated aging, accelerated aging, and normal aging-according to their baseline BA values. Six distinct aging trajectories were subsequently identified using data from the first three follow-up examinations. Cox proportional hazard models were applied to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for the associations between aging status or BA trajectories and HF incidence.
Results: Participants exhibiting accelerated aging demonstrated a 30% higher risk of HF (HR: 1.30; 95%CI: 1.19-1.43) compared to those with normal aging. Conversely, those following a high-stable trajectory demonstrated the highest risk of HF (HR: 1.79; 95%CI: 1.48-2.17). Additionally, when compared to the high-stable trajectory, the high-descending trajectory was linked to a significantly lower risk of HF (HR: 0.74; 95%CI: 0.60-0.91).
Conclusions: Accelerated biological aging significantly increased the risk of HF, whereas decelerated biological aging was linked to a reduced risk of HF. Individuals who consistently exhibited a higher level of biological aging were at the greatest risk for HF.
{"title":"The association of biological age and its trajectory with incident heart failure: a cohort study from China.","authors":"Yuhao Hu, Huayu Sun, Chenrui Zhu, Jing Hu, Jintao Tao, Bo Li, Qianxun Cai, Yutong Wu, Shuohua Chen, Shouling Wu, Yuntao Wu","doi":"10.3389/fcvm.2025.1651743","DOIUrl":"https://doi.org/10.3389/fcvm.2025.1651743","url":null,"abstract":"<p><strong>Background: </strong>Research on biological age focused on the optimization and upgrading of aging clocks, which can now prospectively predict a variety of diseases. The biological age (BA) based on clinical parameters has shown predictive value for cardiovascular disease. However, evidence linking BA and its trajectories with heart failure (HF) remained limited. This study aimed to construct a clinical-parameter-based BA and to investigate its association, along with BA trajectories, with incident heart failure.</p><p><strong>Methods: </strong>This study utilized data from the Kailuan Study, which included 76,908 Chinese adults who underwent their first health examination between 2006 and 2007. A deep neural network model was employed to estimate BA based on 32 clinical indicators. Participants were stratified into three groups-decelerated aging, accelerated aging, and normal aging-according to their baseline BA values. Six distinct aging trajectories were subsequently identified using data from the first three follow-up examinations. Cox proportional hazard models were applied to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for the associations between aging status or BA trajectories and HF incidence.</p><p><strong>Results: </strong>Participants exhibiting accelerated aging demonstrated a 30% higher risk of HF (HR: 1.30; 95%CI: 1.19-1.43) compared to those with normal aging. Conversely, those following a high-stable trajectory demonstrated the highest risk of HF (HR: 1.79; 95%CI: 1.48-2.17). Additionally, when compared to the high-stable trajectory, the high-descending trajectory was linked to a significantly lower risk of HF (HR: 0.74; 95%CI: 0.60-0.91).</p><p><strong>Conclusions: </strong>Accelerated biological aging significantly increased the risk of HF, whereas decelerated biological aging was linked to a reduced risk of HF. Individuals who consistently exhibited a higher level of biological aging were at the greatest risk for HF.</p>","PeriodicalId":12414,"journal":{"name":"Frontiers in Cardiovascular Medicine","volume":"12 ","pages":"1651743"},"PeriodicalIF":2.8,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12872874/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}