The future of personalized cardiovascular medicine demands 3D and 4D printing, stem cells, and artificial intelligence

Monique Bax, Jordan Thorpe, Valentin Romanov
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Abstract

Cardiovascular diseases remain the most lethal disorders worldwide. Employing preeminent techniques is paramount for addressing this global challenge. Recent advances in lab-on-a-chip technology have the potential to transform cardiovascular medicine by providing new tools for understanding the biological variability that underlies disease and drug response. Coupling improved fabrication techniques and cardiovascular cellular models with artificial intelligence-based tools for design and analysis primes the field to model and explore cardiovascular biology more accurately than ever before. The fabrication of lab-on-a-chip systems has dramatically evolved with the development of additive manufacturing technologies. Not only can 3D printing be used to fabricate intricate microfluidic networks, but now through the incorporation of smart materials, 4D printing can change the shape and properties of devices based on external stimuli. By leveraging advances in induced pluripotent stem cells, lab-on-a-chip devices open new opportunities within personalized cardiovascular medicine. As customizable systems, devices can be fabricated and populated with donor stem cell-derived cardiovascular cells to mimic the cardiovascular system. These capabilities are only going to improve with the increasingly important role of artificial intelligence in lab-on-a-chip centric design, real-time analysis, data gathering, processing and analysis. Here, we address the potential to personalize cardiovascular medicine through the lens of advances in the fabrication of lab-on-a-chip devices, development of induced pluripotent stem cells derived engineered vasculature and heart tissues, and explore how artificial intelligence continues to shape this field.
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个性化心血管医学的未来需要 3D 和 4D 打印、干细胞和人工智能
心血管疾病仍然是全世界最致命的疾病。采用卓越的技术对于应对这一全球性挑战至关重要。芯片实验室技术的最新进展为理解疾病和药物反应背后的生物变异性提供了新的工具,有可能改变心血管医学。将改进的制造技术和心血管细胞模型与基于人工智能的设计和分析工具相结合,使该领域能够比以往更准确地建模和探索心血管生物学。随着增材制造技术的发展,芯片实验室系统的制造得到了极大的发展。3D打印不仅可以用来制造复杂的微流体网络,而且现在通过智能材料的结合,4D打印可以根据外部刺激改变设备的形状和性能。通过利用诱导多能干细胞的进步,芯片实验室设备为个性化心血管医学开辟了新的机会。作为可定制的系统,设备可以制造和填充供体干细胞衍生的心血管细胞来模拟心血管系统。随着人工智能在以芯片实验室为中心的设计、实时分析、数据收集、处理和分析中发挥越来越重要的作用,这些能力只会得到改善。在这里,我们通过芯片实验室设备的制造,诱导多能干细胞衍生的工程血管和心脏组织的发展来解决个性化心血管医学的潜力,并探索人工智能如何继续塑造这一领域。
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