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提高癌症治疗中心脏毒性预测:常规循环生物标志物与新型探索性工具的整合。

Improving cardiotoxicity prediction in cancer treatment: integration of conventional circulating biomarkers and novel exploratory tools.

机构信息

Division of Systems Biology, National Center for Toxicological Research, US. Food and Drug Administration, 3900 NCTR Road, Jefferson, AR, 72079, USA.

Division of Bioinformation and Biostatistics, National Center for Toxicological Research, US. Food and Drug Administration, Jefferson, AR, USA.

出版信息

Arch Toxicol. 2021 Mar;95(3):791-805. doi: 10.1007/s00204-020-02952-7. Epub 2020 Nov 21.

Abstract

Early detection strategies and improvements in cancer treatment have dramatically reduced the cancer mortality rate in the United States (US). However, cardiovascular (CV) side effects of cancer therapy are frequent among the 17 million cancer survivors in the US today, and cardiovascular disease (CVD) has become the second leading cause of morbidity and mortality among cancer survivors. Circulating biomarkers are ideal for detecting and monitoring CV side effects of cancer therapy. Here, we summarize the current state of clinical studies on conventional serum and plasma CVD biomarkers to detect and prevent cardiac injury during cancer treatment. We also review how novel exploratory tools such as genetic testing, human stem cell-derived cardiomyocytes, Omics technologies, and artificial intelligence can elucidate underlying molecular and genetic mechanisms of CV injury and to improve predicting cancer therapy-related cardiotoxicity (CTRC). Current regulatory requirements for biomarker qualifications are also addressed. We present generally applicable lessons learned from published studies, particularly on how to improve reproducibility. The combination of conventional circulating biomarkers and novel exploratory tools will pave the way for precision medicine and improve the clinical practice of prediction, detection, and management of CTRC.

摘要

早期检测策略和癌症治疗的改进极大地降低了美国(US)的癌症死亡率。然而,心血管(CV)副作用的癌症治疗是常见的 1700 万癌症幸存者在美国今天,心血管疾病(CVD)已成为发病率和死亡率的第二大原因在癌症幸存者中。循环生物标志物是检测和监测癌症治疗 CV 副作用的理想方法。在这里,我们总结了目前关于传统血清和血浆 CVD 生物标志物的临床研究现状,以检测和预防癌症治疗过程中心脏损伤。我们还回顾了新型探索性工具,如基因检测、人类干细胞衍生的心肌细胞、组学技术和人工智能如何阐明 CV 损伤的潜在分子和遗传机制,并改进预测癌症治疗相关的心肌毒性(CTRC)。还讨论了目前对生物标志物资格的监管要求。我们从已发表的研究中总结了普遍适用的经验教训,特别是如何提高可重复性。常规循环生物标志物和新型探索性工具的结合将为精准医学铺平道路,并改善预测、检测和管理 CTRC 的临床实践。

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