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Deep Learning Resolves Myovascular Dynamics in the Failing Human Heart 深度学习解析衰竭人体心脏的肌血管动态变化
IF 9.7 1区 医学 Q1 Medicine Pub Date : 2024-05-01 DOI: 10.1016/j.jacbts.2024.02.007
Anish Karpurapu BS , Helen A. Williams BS , Paige DeBenedittis PhD , Caroline E. Baker BS , Simiao Ren PhD , Michael C. Thomas BS , Anneka J. Beard MS , Garth W. Devlin BS , Josephine Harrington MD , Lauren E. Parker BS , Abigail K. Smith , Boyla Mainsah PhD , Michelle Mendiola Pla MD , Aravind Asokan PhD , Dawn E. Bowles PhD , Edwin Iversen PhD , Leslie Collins PhD , Ravi Karra MD, MHS

The adult mammalian heart harbors minute levels of cycling cardiomyocytes (CMs). Large numbers of images are needed to accurately quantify cycling events using microscopy-based methods. CardioCount is a new deep learning–based pipeline to rigorously score nuclei in microscopic images. When applied to a repository of 368,434 human microscopic images, we found evidence of coupled growth between CMs and cardiac endothelial cells in the adult human heart. Additionally, we found that vascular rarefaction and CM hypertrophy are interrelated in end-stage heart failure. CardioCount is available for use via GitHub and via Google Colab for users with minimal machine learning experience.

成年哺乳动物心脏中含有微量的循环心肌细胞(CMs)。使用基于显微镜的方法准确量化循环事件需要大量图像。CardioCount 是一种基于深度学习的新管道,可对显微图像中的细胞核进行严格评分。当应用于一个包含 368,434 幅人体显微图像的存储库时,我们发现了成人心脏中 CM 与心脏内皮细胞之间耦合生长的证据。此外,我们还发现在终末期心力衰竭中,血管稀疏和CM肥大是相互关联的。CardioCount 可通过 GitHub 使用,也可通过 Google Colab 提供给只有少量机器学习经验的用户使用。
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引用次数: 0
Advances in Clinical Imaging of Vascular Inflammation 血管炎症临床成像的进展:最新进展回顾
IF 9.7 1区 医学 Q1 Medicine Pub Date : 2024-05-01 DOI: 10.1016/j.jacbts.2023.10.007
Henry W. West BMedSci, MBBS, PhD , Katerina Dangas BA , Charalambos Antoniades MD, PhD

Vascular inflammation is a major contributor to cardiovascular disease, particularly atherosclerotic disease, and early detection of vascular inflammation may be key to the ultimate reduction of residual cardiovascular morbidity and mortality. This review paper discusses the progress toward the clinical utility of noninvasive imaging techniques for assessing vascular inflammation, with a focus on coronary atherosclerosis. A discussion of multiple modalities is included: computed tomography (CT) imaging (the major focus of the review), cardiac magnetic resonance, ultrasound, and positron emission tomography imaging. The review covers recent progress in new technologies such as the novel CT biomarkers of coronary inflammation (eg, the perivascular fat attenuation index), new inflammation-specific tracers for positron emission tomography–CT imaging, and others. The strengths and limitations of each modality are explored, highlighting the potential for multi-modality imaging and the use of artificial intelligence image interpretation to improve both diagnostic and prognostic potential for common conditions such as coronary artery disease.

血管炎症是心血管疾病,尤其是动脉粥样硬化疾病的主要诱因,而血管炎症的早期检测可能是最终降低残留心血管疾病发病率和死亡率的关键。本综述论文讨论了评估血管炎症的无创成像技术在临床应用方面取得的进展,重点关注冠状动脉粥样硬化。文中讨论了多种成像模式:计算机断层扫描(CT)成像(本综述的重点)、心脏磁共振、超声波和正电子发射断层扫描成像。综述涵盖了新技术的最新进展,如冠状动脉炎症的新型 CT 生物标记物(如血管周围脂肪衰减指数)、用于正电子发射断层扫描-CT 成像的新型炎症特异性示踪剂等。探讨了每种模式的优势和局限性,强调了多模式成像和使用人工智能图像解读的潜力,以提高冠状动脉疾病等常见疾病的诊断和预后潜力。
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引用次数: 0
Potential of Epigenetic Therapy in Alleviating Cardiac Death and Fibrotic Remodeling in Myocardial Infarction∗ 表观遗传学疗法在缓解心肌梗死中的心脏死亡和纤维化重塑方面的潜力∗...
IF 9.7 1区 医学 Q1 Medicine Pub Date : 2024-05-01 DOI: 10.1016/j.jacbts.2024.03.005
Olivier Morel MD, PhD
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引用次数: 0
Shear-Sensitive circRNA-LONP2 Promotes Endothelial Inflammation and Atherosclerosis by Targeting NRF2/HO1 Signaling 剪切敏感性 circRNA-LONP2 通过靶向 NRF2/HO1 信号促进内皮炎症和动脉粥样硬化
IF 9.7 1区 医学 Q1 Medicine Pub Date : 2024-05-01 DOI: 10.1016/j.jacbts.2024.02.019
Ruoyu Wang MM , Yue Zeng MM , Ziqi Chen PhD , Dongwei Ma MM , Xiaozhe Zhang PhD , Guifu Wu MD, PhD , Wendong Fan PhD

Hemodynamic shear stress is a frictional force that acts on vascular endothelial cells and is essential for endothelial homeostasis. Physiological laminar shear stress (LSS) suppresses endothelial inflammation and protects arteries from atherosclerosis. Herein, we screened differentially expressed circular RNAs (circRNAs) that were significantly altered in LSS-stimulated endothelial cells and found that circRNA-LONP2 was involved in modulating the flow-dependent inflammatory response. Furthermore, endothelial circRNA-LONP2 overexpression promoted endothelial inflammation and atherosclerosis in vitro and in vivo. Mechanistically, circRNA-LONP2 competitively sponged miR-200a-3p and subsequently promoted Kelch-like ECH-associated protein 1, Yes-associated protein 1, and enhancer of zeste homolog 2 expression, thereby inactivating nuclear factor erythroid 2–related factor 2/heme oxygenase-1 signaling, promoting oxidative stress and endothelial inflammation, and accelerating atherosclerosis. LSS-induced down-regulation of circRNA-LONP2 suppresses endothelial inflammation, at least in part, by activating the miR-200a-3p–mediated nuclear factor erythroid 2–related factor 2/heme oxygenase-1 signaling pathway. CircRNA-LONP2 may serve as a new therapeutic target for atherosclerosis.

血流动力学剪切应力是一种作用于血管内皮细胞的摩擦力,对内皮细胞的平衡至关重要。生理性层流剪切应力(LSS)可抑制内皮炎症,保护动脉免受动脉粥样硬化。在此,我们筛选了在 LSS 刺激下内皮细胞中发生显著改变的差异表达环状 RNA(circRNA),发现环状 RNA-LONP2 参与调节流动依赖性炎症反应。此外,内皮细胞circRNA-LONP2的过表达促进了体外和体内的内皮炎症和动脉粥样硬化。从机理上讲,circRNA-LONP2竞争性疏导了miR-200a-3p,随后促进了Kelch样ECH相关蛋白1、Yes相关蛋白1和zeste同源增强子2的表达,从而使核因子红细胞2相关因子2/血红素氧合酶-1信号失活,促进了氧化应激和内皮炎症,加速了动脉粥样硬化。LSS诱导的circRNA-LONP2下调至少部分抑制了内皮炎症,因为它激活了miR-200a-3p介导的核因子红细胞2相关因子2/血红素加氧酶-1信号通路。CircRNA-LONP2 可作为动脉粥样硬化的新治疗靶点。
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引用次数: 0
Full Issue PDF 全期 PDF
IF 9.7 1区 医学 Q1 Medicine Pub Date : 2024-05-01 DOI: 10.1016/S2452-302X(24)00173-6
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引用次数: 0
Thrombospondin-1 Drives Cardiac Remodeling in Chronic Kidney Disease 凝血酶原蛋白-1 推动慢性肾脏病的心脏重塑
IF 9.7 1区 医学 Q1 Medicine Pub Date : 2024-05-01 DOI: 10.1016/j.jacbts.2024.01.010
Sohel M. Julovi MBBS, PhD , Katie Trinh BSc(Adv), MBBS , Harry Robertson BMedSc(Hons-I) , Cuicui Xu BSc, PhD , Nikita Minhas PhD , Seethalakshmi Viswanathan MBBS , Ellis Patrick BSc(Hons), PhD , John D. Horowitz MBBS, PhD , Daniel N. Meijles PhD , Natasha M. Rogers MBBS(Hons), PhD

Patients with chronic kidney disease (CKD) face a high risk of cardiovascular disease. Previous studies reported that endogenous thrombospondin 1 (TSP1) involves right ventricular remodeling and dysfunction. Here we show that a murine model of CKD increased myocardial TSP1 expression and produced left ventricular hypertrophy, fibrosis, and dysfunction. TSP1 knockout mice were protected from these features. In vitro, indoxyl sulfate is driving deleterious changes in cardiomyocyte through the TSP1. In patients with CKD, TSP1 and aryl hydrocarbon receptor were both differentially expressed in the myocardium. Our findings summon large clinical studies to confirm the translational role of TSP1 in patients with CKD.

慢性肾脏病(CKD)患者罹患心血管疾病的风险很高。以前的研究报告称,内源性凝血酶原 1 (TSP1) 与右心室重塑和功能障碍有关。在这里,我们发现一种小鼠慢性肾脏病模型增加了心肌 TSP1 的表达,并导致左心室肥厚、纤维化和功能障碍。而 TSP1 基因敲除小鼠则不会出现这些特征。在体外,硫酸吲哚酯通过 TSP1 驱动心肌细胞发生有害变化。在慢性肾脏病患者中,TSP1 和芳基烃受体在心肌中均有不同程度的表达。我们的研究结果呼吁开展大型临床研究,以证实 TSP1 在慢性肾脏病患者中的转化作用。
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引用次数: 0
Deep Image Segmentation for Cardiomyocyte Proliferation∗ 心肌细胞增殖的深度图像分割∗......
IF 9.7 1区 医学 Q1 Medicine Pub Date : 2024-05-01 DOI: 10.1016/j.jacbts.2024.04.002
Md Abul Hassan Samee PhD , James F. Martin MD, PhD
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引用次数: 0
Dysregulation of IL-6/MCP-1/STAT3 Axis IL-6/MCP-1/STAT3 轴失调
IF 9.7 1区 医学 Q1 Medicine Pub Date : 2024-05-01 DOI: 10.1016/j.jacbts.2024.03.006
Andreas Mitsis MD, MSc, PhD(c) , Stergios Tzikas MD, PhD , George Kassimis MD, PhD
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引用次数: 0
RBM15 Protects From Myocardial Infarction by Stabilizing NAE1 RBM15 通过稳定 NAE1 防止心肌梗死
IF 9.7 1区 医学 Q1 Medicine Pub Date : 2024-05-01 DOI: 10.1016/j.jacbts.2024.01.017
Hao Cheng MD, PhD , Jian Wu MD, PhD , Linnan Li MD, PhD , Xiaoyue Song MD, PhD , Junqiang Xue MD, PhD , Yuekai Shi MD, PhD , Yunzeng Zou MD, PhD , Jianying Ma MD, PhD , Junbo Ge MD, PhD

RNA-binding proteins play multiple roles in several biological processes. However, the roles of RBM15—an important RNA-binding protein and a significant regulator of RNA methylation—in cardiovascular diseases remain elusive. This study aimed to investigate the biological function of RBM15 and its fundamental mechanisms in myocardial infarction (MI). Methylated RNA immunoprecipitation sequencing was used to explore the N6-methyladenosine (m6A) difference between MI and normal tissues. Our findings showed the elevated level of m6A in MI, and its transcription profile in both MI and normal tissues. RBM15 was the main regulator and its overexpression attenuated apoptosis in cardiomyocytes and improved cardiac function in mice after MI. Then, we used one target NEDD8 activating enzyme E1 subunit and its inhibitor (MLN4924) to investigate the impact of RBM15 targets on cardiomyocytes. Finally, the enhanced m6A methylation in the presence of RBM15 overexpression led to the increased expression and stability of NEDD8 activating enzyme E1 subunit. Our findings suggest that the enhanced m6A level is a protective mechanism in MI, and RBM15 is significantly upregulated in MI and promotes cardiac function. This study showed that RBM15 affected MI by stabilizing its target on the cell apoptosis function, which might provide a new insight into MI therapy.

RNA 结合蛋白在多个生物过程中发挥着多重作用。然而,RBM15--一种重要的 RNA 结合蛋白和 RNA 甲基化的重要调控因子--在心血管疾病中的作用仍不明确。本研究旨在探讨 RBM15 在心肌梗死(MI)中的生物学功能及其基本机制。研究采用甲基化 RNA 免疫沉淀测序技术,探讨了心肌梗死与正常组织中 N6-甲基腺苷(m6A)的差异。我们的研究结果表明,在心肌梗死中,m6A的水平升高,其在心肌梗死和正常组织中的转录情况也是如此。RBM15是主要的调控因子,其过表达可减轻心肌细胞的凋亡,并改善心肌梗死后小鼠的心脏功能。然后,我们利用一个靶点 NEDD8 激活酶 E1 亚基及其抑制剂(MLN4924)来研究 RBM15 靶点对心肌细胞的影响。最后,在 RBM15 过表达的情况下,m6A 甲基化增强导致 NEDD8 激活酶 E1 亚基的表达和稳定性增加。我们的研究结果表明,m6A水平的增强是心肌缺血的一种保护机制,而RBM15在心肌缺血中显著上调并促进心脏功能。本研究表明,RBM15通过稳定细胞凋亡功能靶点来影响心肌梗死,这可能为心肌梗死的治疗提供了新的思路。
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引用次数: 0
Stressing the Circle 强调圆
IF 9.7 1区 医学 Q1 Medicine Pub Date : 2024-05-01 DOI: 10.1016/j.jacbts.2024.04.003
Simona Greco PhD, Fabio Martelli PhD
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引用次数: 0
期刊
JACC: Basic to Translational Science
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