Pub Date : 2026-02-18DOI: 10.1097/FJC.0000000000001809
Salvatore Giordano, Alberto Morello, Giuseppe Biondi-Zoccai, Nicola Corcione
{"title":"When Phenotyping Is the Intervention: Personlized Treatment of Diffuse Coronary Artery Disease.","authors":"Salvatore Giordano, Alberto Morello, Giuseppe Biondi-Zoccai, Nicola Corcione","doi":"10.1097/FJC.0000000000001809","DOIUrl":"https://doi.org/10.1097/FJC.0000000000001809","url":null,"abstract":"","PeriodicalId":15212,"journal":{"name":"Journal of Cardiovascular Pharmacology","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2026-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146219900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-17DOI: 10.1097/FJC.0000000000001805
Guohui Wang, Yan Luo, Sangcang Song, Xingde Li, Yaping Pan, Zhongwen Zhao, Bo Wang, Qiongxiang Yang, Feng Yang, Tiantian Fang
Clinical evidence suggests that the lipid-lowering efficacy of statins may be diminished by concurrent β-lactam administration in patients with coronary heart disease (CHD), yet the mechanisms driving this potential drug-drug interaction, particularly the role of gut microbiota as a mediator, remain undefined. To address this gap, we conducted a retrospective analysis of data from a tertiary hospital spanning 5 years, enrolling 436 CHD patients on statin therapy who had two hospital admissions within a 3-month window. Patients were stratified into β-lactam-treated and antibiotic-free cohorts to assess the correlation between β-lactam exposure and statin efficacy. Additionally, 16S ribosomal RNA gene sequencing was employed to characterize and compare gut microbiota profiles between CHD patients receiving combined rosuvastatin and β-lactam therapy versus those on rosuvastatin monotherapy. Our findings demonstrated that β-lactam exposure was associated with elevated low-density lipoprotein cholesterol and total cholesterol levels. Both rosuvastatin and β-lactams induced significant alterations in gut microbiota composition, with distinct shifts in bacterial taxa abundances: rosuvastatin increased the relative abundance of Faecalibacterium and Dysosmobacter, whereas β-lactams disrupted the abundance of Faecalibacterium, Roseburia, and Dysosmobacter. Collectively, these results indicate that concomitant β-lactam use impairs rosuvastatin efficacy in CHD patients, likely via perturbation of gut microbiota composition. Rosuvastatin may exert a portion of its cardioprotective effects through modulation of gut microbiota, and β-lactams may abrogate this benefit by depleting key bacterial taxa linked to statin-mediated lipid regulation. Notably, Dysosmobacter emerges as a potential mediating species in this interaction, supporting a microbiome-dependent mechanism underlying the reduced lipid-lowering efficacy of rosuvastatin during β-lactam co-administration.
{"title":"Role of the Gut Microbiome in Modulating Interactions Between β-Lactam Antibiotics and Statins in Coronary Heart Disease.","authors":"Guohui Wang, Yan Luo, Sangcang Song, Xingde Li, Yaping Pan, Zhongwen Zhao, Bo Wang, Qiongxiang Yang, Feng Yang, Tiantian Fang","doi":"10.1097/FJC.0000000000001805","DOIUrl":"https://doi.org/10.1097/FJC.0000000000001805","url":null,"abstract":"<p><p>Clinical evidence suggests that the lipid-lowering efficacy of statins may be diminished by concurrent β-lactam administration in patients with coronary heart disease (CHD), yet the mechanisms driving this potential drug-drug interaction, particularly the role of gut microbiota as a mediator, remain undefined. To address this gap, we conducted a retrospective analysis of data from a tertiary hospital spanning 5 years, enrolling 436 CHD patients on statin therapy who had two hospital admissions within a 3-month window. Patients were stratified into β-lactam-treated and antibiotic-free cohorts to assess the correlation between β-lactam exposure and statin efficacy. Additionally, 16S ribosomal RNA gene sequencing was employed to characterize and compare gut microbiota profiles between CHD patients receiving combined rosuvastatin and β-lactam therapy versus those on rosuvastatin monotherapy. Our findings demonstrated that β-lactam exposure was associated with elevated low-density lipoprotein cholesterol and total cholesterol levels. Both rosuvastatin and β-lactams induced significant alterations in gut microbiota composition, with distinct shifts in bacterial taxa abundances: rosuvastatin increased the relative abundance of Faecalibacterium and Dysosmobacter, whereas β-lactams disrupted the abundance of Faecalibacterium, Roseburia, and Dysosmobacter. Collectively, these results indicate that concomitant β-lactam use impairs rosuvastatin efficacy in CHD patients, likely via perturbation of gut microbiota composition. Rosuvastatin may exert a portion of its cardioprotective effects through modulation of gut microbiota, and β-lactams may abrogate this benefit by depleting key bacterial taxa linked to statin-mediated lipid regulation. Notably, Dysosmobacter emerges as a potential mediating species in this interaction, supporting a microbiome-dependent mechanism underlying the reduced lipid-lowering efficacy of rosuvastatin during β-lactam co-administration.</p>","PeriodicalId":15212,"journal":{"name":"Journal of Cardiovascular Pharmacology","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2026-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146213176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-16DOI: 10.1097/FJC.0000000000001806
Fatih Aksoy, Mehtap Savran, Dincer Uysal, Ali Bagci, Ilter Ilhan, Orhan Imeci, Mehmet A Sevuk, Ozlem Ozmen, Muhammet Y Tepebasi, Halil Asci
Myocardial ischemia-reperfusion (I/R) injury remains a major cause of acute cardiac dysfunction and is characterized by oxidative stress, inflammation, and apoptosis. Cannabidiol (CBD), a non-psychoactive phytocannabinoid, has been reported to exert cardioprotective effects; however, its potential association with mitochondrial biogenesis-related signaling pathways remains incompletely understood. This study aimed to evaluate the cardioprotective potential of CBD in a rat myocardial I/R model and to investigate its possible association with SIRT-1/PGC-1α-related mitochondrial biogenesis and NF-κB-dependent inflammatory signaling. Forty rats were randomly assigned to four groups: sham, I/R, prophylactic CBD, and therapeutic CBD. Myocardial ischemia was induced by ligating the left anterior descending coronary artery for 30 min followed by 30 min of reperfusion. Heart and aortic tissues were evaluated histopathologically, immunohistochemically, biochemically, and genetically to assess oxidative stress, inflammation, and mitochondrial biogenesis-related markers. The I/R group exhibited marked myocardial injury characterized by hyperemia, edema, hemorrhage, and inflammatory infiltration, accompanied by elevated vascular cell adhesion molecule-1 (VCAM-1), vascular endothelial growth factor (VEGF), and NF-κB levels. Conversely, SIRT-1, PGC-1α, and B-cell lymphoma 2 (Bcl-2) expression significantly declined, alongside increased total oxidant status and oxidative stress index. Prophylactic CBD treatment notably restored myocardial architecture, suppressed inflammatory and apoptotic responses, and enhanced mitochondrial biogenesis. Therapeutic CBD administration also provided partial protection. CBD confers robust cardioprotection against myocardial I/R injury by activating the SIRT-1/PGC-1α axis, promoting mitochondrial biogenesis, and attenuating oxidative, inflammatory, and apoptotic pathways. These findings indicated that confers significant cardioprotection against myocardial IR injury and that this protective effect is associated with modulation of SIRT-1/PGC-1α-related mitochondrial biogenesis and NF-κB-dependent inflammatory signaling. Further mechanistic studies are warranted to establish definitive causal relationships.
心肌缺血再灌注(I/R)损伤是急性心功能障碍的主要原因,其特征是氧化应激、炎症和细胞凋亡。大麻二酚(CBD)是一种非精神活性的植物大麻素,据报道具有心脏保护作用;然而,其与线粒体生物发生相关信号通路的潜在关联仍不完全清楚。本研究旨在评估CBD在大鼠心肌I/R模型中的心脏保护潜力,并探讨其与SIRT-1/ pgc -1α相关的线粒体生物发生和NF-κ b依赖性炎症信号传导的可能关联。40只大鼠被随机分为四组:假药组、I/R组、预防性CBD组和治疗性CBD组。结扎左冠状动脉前降支30min,再灌注30min,诱导心肌缺血。对心脏和主动脉组织进行组织病理学、免疫组织化学、生物化学和遗传学评估,以评估氧化应激、炎症和线粒体生物发生相关标志物。I/R组心肌损伤明显,表现为充血、水肿、出血、炎症浸润,并伴有血管细胞粘附分子-1 (VCAM-1)、血管内皮生长因子(VEGF)、NF-κB水平升高。相反,SIRT-1、PGC-1α和b细胞淋巴瘤2 (Bcl-2)的表达显著下降,同时总氧化状态和氧化应激指数升高。预防性CBD治疗显著恢复心肌结构,抑制炎症和凋亡反应,并增强线粒体生物发生。治疗性给予CBD也提供部分保护。CBD通过激活SIRT-1/PGC-1α轴,促进线粒体生物发生,减弱氧化、炎症和凋亡途径,对心肌I/R损伤具有强大的心脏保护作用。这些发现表明,对心肌IR损伤具有显著的心脏保护作用,这种保护作用与SIRT-1/ pgc -1α相关的线粒体生物发生和NF-κ b依赖性炎症信号的调节有关。进一步的机制研究是必要的,以建立明确的因果关系。
{"title":"Cannabidiol Protects the Heart from Ischemia-Reperfusion Injury Through SIRT-1/PGC-1α Activation and NF-κB Modulation: Experimental Insights.","authors":"Fatih Aksoy, Mehtap Savran, Dincer Uysal, Ali Bagci, Ilter Ilhan, Orhan Imeci, Mehmet A Sevuk, Ozlem Ozmen, Muhammet Y Tepebasi, Halil Asci","doi":"10.1097/FJC.0000000000001806","DOIUrl":"https://doi.org/10.1097/FJC.0000000000001806","url":null,"abstract":"<p><p>Myocardial ischemia-reperfusion (I/R) injury remains a major cause of acute cardiac dysfunction and is characterized by oxidative stress, inflammation, and apoptosis. Cannabidiol (CBD), a non-psychoactive phytocannabinoid, has been reported to exert cardioprotective effects; however, its potential association with mitochondrial biogenesis-related signaling pathways remains incompletely understood. This study aimed to evaluate the cardioprotective potential of CBD in a rat myocardial I/R model and to investigate its possible association with SIRT-1/PGC-1α-related mitochondrial biogenesis and NF-κB-dependent inflammatory signaling. Forty rats were randomly assigned to four groups: sham, I/R, prophylactic CBD, and therapeutic CBD. Myocardial ischemia was induced by ligating the left anterior descending coronary artery for 30 min followed by 30 min of reperfusion. Heart and aortic tissues were evaluated histopathologically, immunohistochemically, biochemically, and genetically to assess oxidative stress, inflammation, and mitochondrial biogenesis-related markers. The I/R group exhibited marked myocardial injury characterized by hyperemia, edema, hemorrhage, and inflammatory infiltration, accompanied by elevated vascular cell adhesion molecule-1 (VCAM-1), vascular endothelial growth factor (VEGF), and NF-κB levels. Conversely, SIRT-1, PGC-1α, and B-cell lymphoma 2 (Bcl-2) expression significantly declined, alongside increased total oxidant status and oxidative stress index. Prophylactic CBD treatment notably restored myocardial architecture, suppressed inflammatory and apoptotic responses, and enhanced mitochondrial biogenesis. Therapeutic CBD administration also provided partial protection. CBD confers robust cardioprotection against myocardial I/R injury by activating the SIRT-1/PGC-1α axis, promoting mitochondrial biogenesis, and attenuating oxidative, inflammatory, and apoptotic pathways. These findings indicated that confers significant cardioprotection against myocardial IR injury and that this protective effect is associated with modulation of SIRT-1/PGC-1α-related mitochondrial biogenesis and NF-κB-dependent inflammatory signaling. Further mechanistic studies are warranted to establish definitive causal relationships.</p>","PeriodicalId":15212,"journal":{"name":"Journal of Cardiovascular Pharmacology","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2026-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146201784","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-16DOI: 10.1097/FJC.0000000000001807
Alanna Arroues, Michael Longo, Mariko Harper
Hypertrophic Cardiomyopathy (HCM) is the most commonly inherited cardiomyopathy worldwide, characterized by left ventricular hypertrophy and hypercontractility. Many cases of HCM are due to pathogenic changes in cardiac sarcomere proteins. Traditional therapies including B-blockers, non-dihydropyridine calcium channel blockers and septal reduction therapy have long provided symptomatic relief, but they have not necessarily addressed the disease state at the cellular level. The treatment landscape for HCM has evolved significantly over the last decade with the emergence of new targeted therapies, including a new class of medication called cardiac myosin inhibitors (CMI). CMI therapy represents a paradigm shift in the management of obstructive variants of HCM, offering meaningful improvement in symptoms and cardiac function parameters. CMI therapy remains investigational in the treatment of non-obstructive variants of HCM. This review examines the evolving understanding of HCM and highlights both traditional management strategies and emerging therapies.
{"title":"Hypertrophic Cardiomyopathy: A New Era in Targeted Therapy.","authors":"Alanna Arroues, Michael Longo, Mariko Harper","doi":"10.1097/FJC.0000000000001807","DOIUrl":"https://doi.org/10.1097/FJC.0000000000001807","url":null,"abstract":"<p><p>Hypertrophic Cardiomyopathy (HCM) is the most commonly inherited cardiomyopathy worldwide, characterized by left ventricular hypertrophy and hypercontractility. Many cases of HCM are due to pathogenic changes in cardiac sarcomere proteins. Traditional therapies including B-blockers, non-dihydropyridine calcium channel blockers and septal reduction therapy have long provided symptomatic relief, but they have not necessarily addressed the disease state at the cellular level. The treatment landscape for HCM has evolved significantly over the last decade with the emergence of new targeted therapies, including a new class of medication called cardiac myosin inhibitors (CMI). CMI therapy represents a paradigm shift in the management of obstructive variants of HCM, offering meaningful improvement in symptoms and cardiac function parameters. CMI therapy remains investigational in the treatment of non-obstructive variants of HCM. This review examines the evolving understanding of HCM and highlights both traditional management strategies and emerging therapies.</p>","PeriodicalId":15212,"journal":{"name":"Journal of Cardiovascular Pharmacology","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2026-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146201701","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.1097/FJC.0000000000001794
Xinyan Li, Zhongsu Wang, Juan Liang, Bingsong Li, Qingxin Meng
Lipoprotein(a) [Lp(a)] is a genetically determined independent risk factor for atherosclerotic cardiovascular disease (ASCVD) that drives a significant residual risk through pro-atherogenic, pro-inflammatory, and prothrombotic pathways. However, current mainstay lipid-lowering therapies such as statins have limited efficacy in reducing Lp(a) levels, highlighting a critical therapeutic gap. This review aims to synthesize evidence on the role of Proprotein Convertase Subtilisin/Kexin Type 9 (PCSK9) inhibitors in targeting Lp(a). We systematically searched PubMed and Embase for clinical trials and mechanistic studies (2010-2025), utilizing the PRISMA and AMSTAR-2 frameworks to ensure methodological rigor and demonstrated that PCSK9 inhibitors (e.g., alirocumab, evolocumab, and tafolecimab) not only reduced low-density lipoprotein(LDL-C),by 55-60% but also lowered Lp(a) by 20-30%. The efficacy of these agents varies ethnically, with tafolecimab showing superior performance in East Asian populations, which is partly attributable to the higher prevalence of the PCSK9 R46L loss-of-function allele. Mechanistically, PCSK9 inhibitors lowered Lp(a) levels via two pathways: suppression of hepatic synthesis and enhanced plasma clearance. This evidence supports the 2023 ESC guidelines, which issued a Class IIa recommendation for PCSK9 inhibitor use in patients with ASCVD and elevated Lp(a) levels. Given the evolving landscape, further research is warranted to confirm the role of these therapies in precision medicine paradigms for managing Lp(a)-associated risks.
脂蛋白(a) [Lp(a)]是一种由基因决定的动脉粥样硬化性心血管疾病(ASCVD)的独立危险因素,它通过促动脉粥样硬化、促炎症和促血栓途径驱动显著的残余风险。然而,目前主要的降脂疗法,如他汀类药物,在降低Lp(a)水平方面的疗效有限,这突出了一个关键的治疗空白。本文综述了Proprotein Convertase Subtilisin/Kexin Type 9 (PCSK9)抑制剂在Lp(a)靶向中的作用。我们系统地检索了PubMed和Embase的临床试验和机制研究(2010-2025),利用PRISMA和AMSTAR-2框架来确保方法的严谨性,并证明PCSK9抑制剂(例如alirocumab, evolocumab和tafolecimab)不仅降低了55-60%的低密度脂蛋白(LDL-C),还降低了20-30%的Lp(a)。这些药物的疗效因种族而异,他福昔单抗在东亚人群中表现优异,部分原因是PCSK9 R46L功能丧失等位基因的患病率较高。从机制上讲,PCSK9抑制剂通过两种途径降低Lp(a)水平:抑制肝脏合成和增强血浆清除率。这一证据支持2023年ESC指南,该指南发布了针对ASCVD和Lp(a)水平升高患者使用PCSK9抑制剂的IIa类推荐。鉴于不断变化的环境,有必要进一步研究以确认这些疗法在精确医学范例中管理Lp(a)相关风险的作用。
{"title":"Therapeutic Effects of PCSK9 Inhibitors on Lp(a)-Associated Atherosclerosis: Evidence and Perspectives.","authors":"Xinyan Li, Zhongsu Wang, Juan Liang, Bingsong Li, Qingxin Meng","doi":"10.1097/FJC.0000000000001794","DOIUrl":"https://doi.org/10.1097/FJC.0000000000001794","url":null,"abstract":"<p><p>Lipoprotein(a) [Lp(a)] is a genetically determined independent risk factor for atherosclerotic cardiovascular disease (ASCVD) that drives a significant residual risk through pro-atherogenic, pro-inflammatory, and prothrombotic pathways. However, current mainstay lipid-lowering therapies such as statins have limited efficacy in reducing Lp(a) levels, highlighting a critical therapeutic gap. This review aims to synthesize evidence on the role of Proprotein Convertase Subtilisin/Kexin Type 9 (PCSK9) inhibitors in targeting Lp(a). We systematically searched PubMed and Embase for clinical trials and mechanistic studies (2010-2025), utilizing the PRISMA and AMSTAR-2 frameworks to ensure methodological rigor and demonstrated that PCSK9 inhibitors (e.g., alirocumab, evolocumab, and tafolecimab) not only reduced low-density lipoprotein(LDL-C),by 55-60% but also lowered Lp(a) by 20-30%. The efficacy of these agents varies ethnically, with tafolecimab showing superior performance in East Asian populations, which is partly attributable to the higher prevalence of the PCSK9 R46L loss-of-function allele. Mechanistically, PCSK9 inhibitors lowered Lp(a) levels via two pathways: suppression of hepatic synthesis and enhanced plasma clearance. This evidence supports the 2023 ESC guidelines, which issued a Class IIa recommendation for PCSK9 inhibitor use in patients with ASCVD and elevated Lp(a) levels. Given the evolving landscape, further research is warranted to confirm the role of these therapies in precision medicine paradigms for managing Lp(a)-associated risks.</p>","PeriodicalId":15212,"journal":{"name":"Journal of Cardiovascular Pharmacology","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146165836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-03DOI: 10.1097/FJC.0000000000001803
Alaa Abdelhamid, Dima Nasrallah, Yaman Al-Haneedi, Esraa Ahmed, Ali H Eid
Cardiovascular diseases remain the leading cause of global morbidity and mortality, highlighting the urgent need for more efficient, precise, and cost-effective drug development strategies. Traditional drug discovery pipelines face persistent challenges, including elevated expenses, prolonged timelines, and high attrition rates, particularly with the complex pathophysiology of cardiovascular conditions. Artificial intelligence (AI) has emerged as a transformative force capable of addressing these barriers across all stages of cardiovascular drug development. This review explores the integration of AI in target identification, compound screening, drug design, pharmacokinetic and toxicity prediction, and clinical trial optimization. We highlight state-of-the-art AI tools such as large language models (e.g., BioGPT, Geneformer), generative frameworks (e.g., Generative Tensorial Reinforcement Learning (GENTRL), Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs)), and neural ordinary differential equations, illustrating their ability to accelerate drug discovery, personalize therapy, and improve clinical success rates. In the context of clinical trials, platforms such as Trial Pathfinder have been employed to optimize patient recruitment and improve generalizability. Despite these advancements, several challenges persist, particularly those related to data quality, population representativeness, interpretability, and regulatory oversight. Future directions involving the integration of AI with quantum computing, blockchain technology, and precision medicine offer additional opportunities to advance the field. Collectively, these innovations mark a paradigm shift toward faster, safer, and more personalized cardiovascular drug development.
{"title":"The Emerging Role of Artificial Intelligence in Drug Discovery and Development: Implications for Cardiovascular Pharmacology.","authors":"Alaa Abdelhamid, Dima Nasrallah, Yaman Al-Haneedi, Esraa Ahmed, Ali H Eid","doi":"10.1097/FJC.0000000000001803","DOIUrl":"https://doi.org/10.1097/FJC.0000000000001803","url":null,"abstract":"<p><p>Cardiovascular diseases remain the leading cause of global morbidity and mortality, highlighting the urgent need for more efficient, precise, and cost-effective drug development strategies. Traditional drug discovery pipelines face persistent challenges, including elevated expenses, prolonged timelines, and high attrition rates, particularly with the complex pathophysiology of cardiovascular conditions. Artificial intelligence (AI) has emerged as a transformative force capable of addressing these barriers across all stages of cardiovascular drug development. This review explores the integration of AI in target identification, compound screening, drug design, pharmacokinetic and toxicity prediction, and clinical trial optimization. We highlight state-of-the-art AI tools such as large language models (e.g., BioGPT, Geneformer), generative frameworks (e.g., Generative Tensorial Reinforcement Learning (GENTRL), Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs)), and neural ordinary differential equations, illustrating their ability to accelerate drug discovery, personalize therapy, and improve clinical success rates. In the context of clinical trials, platforms such as Trial Pathfinder have been employed to optimize patient recruitment and improve generalizability. Despite these advancements, several challenges persist, particularly those related to data quality, population representativeness, interpretability, and regulatory oversight. Future directions involving the integration of AI with quantum computing, blockchain technology, and precision medicine offer additional opportunities to advance the field. Collectively, these innovations mark a paradigm shift toward faster, safer, and more personalized cardiovascular drug development.</p>","PeriodicalId":15212,"journal":{"name":"Journal of Cardiovascular Pharmacology","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146112949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01DOI: 10.1097/FJC.0000000000001778
Dan Liu, JiFang Liu, Wei Mao, Xingxing Li, Bin Hu, Lin Zhang, Jing Hu
Abstract: Inclisiran, the first small interfering RNA (siRNA) lipid lowering drug, has reported muscle adverse events (MAEs), but long-term safety is unclear. This study is based on data obtained from the Food and Drug Administration Adverse Event Reporting System (FAERS) database, covering the period from December 22, 2021, to December 31, 2024. MAEs signals of inclisiran were mined by calculating reporting odds ratios (ROR) and the Bayesian confidence propagation neural network (BCPNN). Stratification analysis, serious, and nonserious cases were compared, and signals were prioritized using a rating scale. In addition, we used Mendelian randomization (MR) to investigate the causal relationship between inclisiran and musculoskeletal system diseases. Among 4685 adverse event reports of inclisiran, 523 MAEs reports were found. Inclisiran has potential signals in terms of MAEs (ROR: 7.51, 95% CI, 6.86-8.23; IC: 2.75, IC 025 : 2.60). Inclisiran-related MAEs signal intensity was lower than statins (ROR: 0.40, 95% CI, 0.37-0.44), but higher than other PCSK9 inhibitors (ROR: 5.85, 95% CI, 5.26-6.50). Combination with statins/fibrates rarely increased MAE risk or signal strength. Notably, the signal between inclisiran and MAEs can still be detected when stratified by sex, age, reporter type, and serious report. Among the 7 PTs identified, muscle spasms and myalgia are of moderate clinical priority signals and should be given particular attention. MR analysis further validated that inclisiran may be potentially associated with an increased risk of musculoskeletal system diseases. This study revealed that MAEs associated with inclisiran. Additional laboratory and clinical monitoring should be considered for patients taking inclisiran for timely diagnosis and management of MAEs.
{"title":"Muscle Adverse Events Associated With Inclisiran: Data Mining of FAERS Database and Mendelian Randomization Analysis.","authors":"Dan Liu, JiFang Liu, Wei Mao, Xingxing Li, Bin Hu, Lin Zhang, Jing Hu","doi":"10.1097/FJC.0000000000001778","DOIUrl":"10.1097/FJC.0000000000001778","url":null,"abstract":"<p><strong>Abstract: </strong>Inclisiran, the first small interfering RNA (siRNA) lipid lowering drug, has reported muscle adverse events (MAEs), but long-term safety is unclear. This study is based on data obtained from the Food and Drug Administration Adverse Event Reporting System (FAERS) database, covering the period from December 22, 2021, to December 31, 2024. MAEs signals of inclisiran were mined by calculating reporting odds ratios (ROR) and the Bayesian confidence propagation neural network (BCPNN). Stratification analysis, serious, and nonserious cases were compared, and signals were prioritized using a rating scale. In addition, we used Mendelian randomization (MR) to investigate the causal relationship between inclisiran and musculoskeletal system diseases. Among 4685 adverse event reports of inclisiran, 523 MAEs reports were found. Inclisiran has potential signals in terms of MAEs (ROR: 7.51, 95% CI, 6.86-8.23; IC: 2.75, IC 025 : 2.60). Inclisiran-related MAEs signal intensity was lower than statins (ROR: 0.40, 95% CI, 0.37-0.44), but higher than other PCSK9 inhibitors (ROR: 5.85, 95% CI, 5.26-6.50). Combination with statins/fibrates rarely increased MAE risk or signal strength. Notably, the signal between inclisiran and MAEs can still be detected when stratified by sex, age, reporter type, and serious report. Among the 7 PTs identified, muscle spasms and myalgia are of moderate clinical priority signals and should be given particular attention. MR analysis further validated that inclisiran may be potentially associated with an increased risk of musculoskeletal system diseases. This study revealed that MAEs associated with inclisiran. Additional laboratory and clinical monitoring should be considered for patients taking inclisiran for timely diagnosis and management of MAEs.</p>","PeriodicalId":15212,"journal":{"name":"Journal of Cardiovascular Pharmacology","volume":" ","pages":"114-126"},"PeriodicalIF":2.2,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145603757","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01DOI: 10.1097/FJC.0000000000001761
Boaz Elad, Dor Lotan, Ilan Richter, Lee Changhee, Jayant Raikhelkar, Kevin Clerkin, Justin Fried, Gabriel Sayer, Nir Uriel
Abstract: Vericiguat improves outcomes in heart failure (HF) by promoting vasodilation of the systemic and pulmonary arterial beds. Little is known about its impact on pulmonary artery pressure (PAP). We aimed to study this effect using measurements from implanted PAP sensors. A retrospective analysis was performed on patients with HF treated with vericiguat and implanted with CardioMEMS. PAP was followed for 90 days before and after vericiguat initiation. We recorded laboratory values, echocardiographic and hemodynamics before vericiguat initiation. Fifteen patients were included (age 70, 67% men). At baseline, median EF was 27.5%, 42% had RV dysfunction, mildly elevated mean PAP (24 mm Hg) and pulmonary vascular resistance of 1.6 Wood. When comparing the average of measurements 90 days before and after vericiguat, there were no changes in systolic (34 (28-42) versus 33 (30-40), P = 0.4), diastolic (17 (14-20) versus 16 (13-20), P = 0.75), and mean (24 (18-28) versus 23 (19-28), P = 0.55) PAP. We compared average measurements in the 3-week period before starting vericiguat to various 3-week intervals after vericiguat and found no difference. At 90 days, the median loop diuretic dose (Furosemide equivalent) was 40 mg [0-160], compared with 42 mg [0-240] before vericiguat. NTproBNP did not change significantly before and after vericiguat initiation (log(NTproBNP) 3.1 (2.4-3.2) versus 2.9 (2.5-3.1), P = 0.4). In conclusion, vericiguat was well tolerated in stable HF patients with mild pulmonary hypertension, but no significant effect on PAP was observed. Larger studies, including patients with higher PAP, are needed to clarify its impact.
Vericiguat通过促进全身和肺动脉床的血管扩张改善心力衰竭(HF)的预后。其对肺动脉压(PAP)的影响知之甚少。我们的目的是通过植入PAP传感器的测量来研究这种效应。心衰患者用vericiguat治疗并植入CardioMEMS的回顾性分析。试验开始前后随访PAP 90 d。我们记录实验室,超声心动图和血流动力学之前的垂直开始。纳入15例患者(70岁,67%为男性)。基线时,中位EF为27.5%,42%有RV功能障碍,平均PAP轻度升高(24 mmHg),肺血管阻力为1.6 Wood。当比较试验前后90天的平均测量值时,收缩压(34(28-42)vs 33(30-40), p=0.4),舒张压(17(14-20)vs 16(13-20), p=0.75)和平均PAP (24(18-28) vs 23(19-28), p=0.55)没有变化。我们比较了vericiguat开始前3周的平均测量值和vericiguat开始后3周的不同间隔,没有发现差异。90天时,中位袢利尿剂剂量(相当于速尿)为40mg[0-160],而试验前为42mg[0-240]。验证起始前后NTproBNP无显著变化(log(NTproBNP) 3.1(2.4-3.2) vs 2.9(2.5-3.1), p=0.4)。综上所述,vericiguat对合并轻度肺动脉高压的稳定型HF患者耐受性良好,但对PAP无明显影响。需要更大规模的研究,包括PAP较高的患者,来阐明其影响。
{"title":"Effect of Vericiguat on Pulmonary Artery Pressures in Patients With Heart Failure: Real-World Insights From Pressure Sensor Monitoring.","authors":"Boaz Elad, Dor Lotan, Ilan Richter, Lee Changhee, Jayant Raikhelkar, Kevin Clerkin, Justin Fried, Gabriel Sayer, Nir Uriel","doi":"10.1097/FJC.0000000000001761","DOIUrl":"10.1097/FJC.0000000000001761","url":null,"abstract":"<p><strong>Abstract: </strong>Vericiguat improves outcomes in heart failure (HF) by promoting vasodilation of the systemic and pulmonary arterial beds. Little is known about its impact on pulmonary artery pressure (PAP). We aimed to study this effect using measurements from implanted PAP sensors. A retrospective analysis was performed on patients with HF treated with vericiguat and implanted with CardioMEMS. PAP was followed for 90 days before and after vericiguat initiation. We recorded laboratory values, echocardiographic and hemodynamics before vericiguat initiation. Fifteen patients were included (age 70, 67% men). At baseline, median EF was 27.5%, 42% had RV dysfunction, mildly elevated mean PAP (24 mm Hg) and pulmonary vascular resistance of 1.6 Wood. When comparing the average of measurements 90 days before and after vericiguat, there were no changes in systolic (34 (28-42) versus 33 (30-40), P = 0.4), diastolic (17 (14-20) versus 16 (13-20), P = 0.75), and mean (24 (18-28) versus 23 (19-28), P = 0.55) PAP. We compared average measurements in the 3-week period before starting vericiguat to various 3-week intervals after vericiguat and found no difference. At 90 days, the median loop diuretic dose (Furosemide equivalent) was 40 mg [0-160], compared with 42 mg [0-240] before vericiguat. NTproBNP did not change significantly before and after vericiguat initiation (log(NTproBNP) 3.1 (2.4-3.2) versus 2.9 (2.5-3.1), P = 0.4). In conclusion, vericiguat was well tolerated in stable HF patients with mild pulmonary hypertension, but no significant effect on PAP was observed. Larger studies, including patients with higher PAP, are needed to clarify its impact.</p>","PeriodicalId":15212,"journal":{"name":"Journal of Cardiovascular Pharmacology","volume":" ","pages":"83-86"},"PeriodicalIF":2.2,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145742914","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01DOI: 10.1097/FJC.0000000000001770
Crystal Acosta, Hope D Anderson, Christopher M Anderson
Abstract: Hypertension is associated with significant changes in the vascular system and is an important risk factor for cerebrovascular disease. Moreover, hypertension is a dominant determinant of heart failure, and both contribute to the development of cognitive decline and dementia. Despite these links, there is limited understanding of how hypertension and risk of heart failure influence the structure, function, and mechanical properties of cerebral arterioles. We examined the effects of hypertension, alone or with predisposition for heart failure, on penetrating arterioles. Using arterioles isolated from rats with genetic hypertension, structural properties, mechanical behavior, and functional responses were characterized by pressure myography. Penetrating arterioles from spontaneously hypertensive heart failure (SHHF) rats exhibited eutrophic remodeling, reduced compliance, and increased stiffness. In contrast, penetrating arterioles from spontaneously hypertensive rats (SHR) were more compliant and less stiff despite similar structural remodeling. Increased collagen deposition in SHHF arterioles was consistent with reduced compliance, whereas SHR arterioles had unchanged collagen-elastin ratio. SHHF and SHR arterioles were functionally different when exposed to pharmacologic mediators of vasomotor response. After exposure to endothelial N-methyl- d -aspartate receptor coagonists, glutamate and d -serine, vasorelaxation was reduced in SHHF rats but not in SHR relative to normotensive controls. In contrast, acetylcholine-induced vasorelaxation was maintained in SHHF rats but enhanced in SHR. Furthermore, sodium nitroprusside caused vasorelaxation in normotensive arterioles, whereas vasoconstriction was observed in both hypertensive strains. Therefore, penetrating arterioles undergo compensatory adaptations in hypertension, but not when there is a genetic propensity for developing heart failure.
{"title":"Disparate Mechanical and Functional Properties of Spontaneously Hypertensive Rat and Spontaneously Hypertensive Heart Failure Rat Penetrating Arterioles.","authors":"Crystal Acosta, Hope D Anderson, Christopher M Anderson","doi":"10.1097/FJC.0000000000001770","DOIUrl":"10.1097/FJC.0000000000001770","url":null,"abstract":"<p><strong>Abstract: </strong>Hypertension is associated with significant changes in the vascular system and is an important risk factor for cerebrovascular disease. Moreover, hypertension is a dominant determinant of heart failure, and both contribute to the development of cognitive decline and dementia. Despite these links, there is limited understanding of how hypertension and risk of heart failure influence the structure, function, and mechanical properties of cerebral arterioles. We examined the effects of hypertension, alone or with predisposition for heart failure, on penetrating arterioles. Using arterioles isolated from rats with genetic hypertension, structural properties, mechanical behavior, and functional responses were characterized by pressure myography. Penetrating arterioles from spontaneously hypertensive heart failure (SHHF) rats exhibited eutrophic remodeling, reduced compliance, and increased stiffness. In contrast, penetrating arterioles from spontaneously hypertensive rats (SHR) were more compliant and less stiff despite similar structural remodeling. Increased collagen deposition in SHHF arterioles was consistent with reduced compliance, whereas SHR arterioles had unchanged collagen-elastin ratio. SHHF and SHR arterioles were functionally different when exposed to pharmacologic mediators of vasomotor response. After exposure to endothelial N-methyl- d -aspartate receptor coagonists, glutamate and d -serine, vasorelaxation was reduced in SHHF rats but not in SHR relative to normotensive controls. In contrast, acetylcholine-induced vasorelaxation was maintained in SHHF rats but enhanced in SHR. Furthermore, sodium nitroprusside caused vasorelaxation in normotensive arterioles, whereas vasoconstriction was observed in both hypertensive strains. Therefore, penetrating arterioles undergo compensatory adaptations in hypertension, but not when there is a genetic propensity for developing heart failure.</p>","PeriodicalId":15212,"journal":{"name":"Journal of Cardiovascular Pharmacology","volume":" ","pages":"127-139"},"PeriodicalIF":2.2,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12879185/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145377292","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Myocardial ischemia/reperfusion (I/R) injury remains a major clinical challenge, because blood flow restoration can exacerbate tissue damage. Apelin, an endogenous peptide acting through the APJ receptor, has demonstrated cardioprotective effects in experimental models. The APJ receptor, a G-protein-coupled receptor widely expressed in cardiovascular tissues, mediates vasodilation, cardiac contractility, and angiogenesis. This systematic review and meta-analysis evaluates its efficacy in myocardial I/R injury. A systematic search in Medline (PubMed), Embase, Scopus, and Web of Science was conducted up to 2024, identifying rodent studies of cardiac I/R injury (Langendorff/in vivo) treated with apelin. Studies on pretreatment or chronic ischemia were excluded. A random-effects meta-analysis reported standardized mean differences with 95% confidence intervals, assessing heterogeneity using the I 2 statistic. From 1765 records, 26 preclinical studies met inclusion criteria. Apelin significantly improved +LVdp/dtmax, -LVdp/dtmax, left ventricular end-diastolic pressure, left ventricular end-systolic pressure, left ventricular ejection fraction, left ventricular developed pressure × heart rate, cardiac output, stroke volume, coronary flow, and left ventricular developed pressure, but did not affect heart rate, mean arterial pressure, left ventricular end-diastolic volume, or left ventricular end-systolic volume. It reduced infarct size, fibrosis, lactate dehydrogenase, malondialdehyde, and apoptosis (terminal deoxynucleotidyl transferase dUTP nick end labeling assay), while also reducing creatine kinase-MB and improving adenosine triphosphate, energy charge, and phosphocreatine. Meta-regression indicated most outcomes were dose independent, although a few (eg, mean arterial pressure, terminal deoxynucleotidyl transferase dUTP nick end labeling) showed dose-related responses. The risk of bias was high in most studies, and publication bias was observed for some outcomes. Apelin exerts cardioprotective effects in rodent I/R models, enhancing cardiac function and metabolism while reducing infarct size, oxidative stress, and apoptosis. Further standardized preclinical and clinical studies are warranted to optimize dosing protocols and define therapeutic applicability.
心肌缺血/再灌注(I/R)损伤仍然是一个主要的临床挑战,因为血流恢复可以加剧组织损伤。Apelin是一种内源性肽,通过APJ受体起作用,在实验模型中显示出心脏保护作用。APJ受体是一种广泛表达于心血管组织的g蛋白偶联受体(GPCR),介导血管舒张、心脏收缩和血管生成。本系统综述和荟萃分析评估了其对心肌I/R损伤的疗效。在Medline (PubMed), Embase, Scopus和Web of Science中进行了系统搜索,直到2024年,确定了Apelin治疗心脏I/R损伤(Langendorff/体内)的啮齿动物研究。排除治疗前或慢性缺血的研究。随机效应荟萃分析报告了95%置信区间(CI)的标准化平均差异(SMD),使用I2统计量评估异质性。从1765项记录中,26项临床前研究符合纳入标准。Apelin显著改善+LVdp/dtmax、-LVdp/dtmax、LVEDP、LVESP、LVEF、LVDP×HR、CO、SV、冠状动脉血流和LVdp,但不影响HR、MAP、LVEDV和LVESV。它减少了梗死面积、纤维化、LDH、MDA和凋亡(TUNEL测定),同时也减少了CK-MB,改善了ATP、EC和PCr。meta回归显示大多数结果与剂量无关,尽管少数结果(如MAP、TUNEL)显示剂量相关反应。在大多数研究中,偏倚的风险很高,并且在一些结果中观察到发表偏倚。Apelin在啮齿类动物I/R模型中发挥心脏保护作用,增强心脏功能和代谢,同时减少梗死面积、氧化应激和细胞凋亡。进一步标准化的临床前和临床研究是必要的,以优化给药方案和确定治疗的适用性。
{"title":"Cardioprotective Effects of Apelin in Myocardial Ischemia/Reperfusion Injury: A Systematic Review and Meta-Analysis.","authors":"Seyedhesamoddin Khatami, Mohammadsadegh Faghihi, Amirali Zarrin, Arash Sarveazad, Mahmoud Yousefifard, Alireza Ghorbani","doi":"10.1097/FJC.0000000000001773","DOIUrl":"10.1097/FJC.0000000000001773","url":null,"abstract":"<p><p>Myocardial ischemia/reperfusion (I/R) injury remains a major clinical challenge, because blood flow restoration can exacerbate tissue damage. Apelin, an endogenous peptide acting through the APJ receptor, has demonstrated cardioprotective effects in experimental models. The APJ receptor, a G-protein-coupled receptor widely expressed in cardiovascular tissues, mediates vasodilation, cardiac contractility, and angiogenesis. This systematic review and meta-analysis evaluates its efficacy in myocardial I/R injury. A systematic search in Medline (PubMed), Embase, Scopus, and Web of Science was conducted up to 2024, identifying rodent studies of cardiac I/R injury (Langendorff/in vivo) treated with apelin. Studies on pretreatment or chronic ischemia were excluded. A random-effects meta-analysis reported standardized mean differences with 95% confidence intervals, assessing heterogeneity using the I 2 statistic. From 1765 records, 26 preclinical studies met inclusion criteria. Apelin significantly improved +LVdp/dtmax, -LVdp/dtmax, left ventricular end-diastolic pressure, left ventricular end-systolic pressure, left ventricular ejection fraction, left ventricular developed pressure × heart rate, cardiac output, stroke volume, coronary flow, and left ventricular developed pressure, but did not affect heart rate, mean arterial pressure, left ventricular end-diastolic volume, or left ventricular end-systolic volume. It reduced infarct size, fibrosis, lactate dehydrogenase, malondialdehyde, and apoptosis (terminal deoxynucleotidyl transferase dUTP nick end labeling assay), while also reducing creatine kinase-MB and improving adenosine triphosphate, energy charge, and phosphocreatine. Meta-regression indicated most outcomes were dose independent, although a few (eg, mean arterial pressure, terminal deoxynucleotidyl transferase dUTP nick end labeling) showed dose-related responses. The risk of bias was high in most studies, and publication bias was observed for some outcomes. Apelin exerts cardioprotective effects in rodent I/R models, enhancing cardiac function and metabolism while reducing infarct size, oxidative stress, and apoptosis. Further standardized preclinical and clinical studies are warranted to optimize dosing protocols and define therapeutic applicability.</p>","PeriodicalId":15212,"journal":{"name":"Journal of Cardiovascular Pharmacology","volume":" ","pages":"64-82"},"PeriodicalIF":2.2,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145389874","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}