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血浆亚硝酸盐和血管性血友病因子升高表明化疗治疗的癌症患者血管疾病的早期诊断。

Increased Plasma Nitrite and von Willebrand Factor Indicates Early Diagnosis of Vascular Diseases in Chemotherapy Treated Cancer Patients.

机构信息

Department of Biotechnology, Anna University, Chennai, India.

Madras Medical College, Rajiv Gandhi Government General Hospital, Chennai, India.

出版信息

Cardiovasc Toxicol. 2019 Feb;19(1):36-47. doi: 10.1007/s12012-018-9471-1.

Abstract

Chemotherapy induced cardiotoxicity leads to development of hypertension, conduction abnormalities, and congestive heart failure. However, there is no simple test to detect and assess cardiovascular risk in a chemotherapy treated cancer patient. The aim of the present study on cancer patients treated with (n = 66) and without (n = 66) chemotherapy is to identify indicators from plasma for vascular injury. The levels of plasma nitrite, asymmetric dimethyl arginine (ADMA), von Willebrand factor (vWF), cardiac troponins, lipid peroxidation (MDA), and lactate dehydrogenase (LDH) were estimated. An R package, namely, Optimal Cutpoints, and a machine learning method-support vector machine (SVM) were applied for identifying the indicators for cardiovascular damage. We observed a significant increase in nitrite (p < 0.001) and vWF (p < 0.001) level in chemotherapy treated patients compared to untreated cancer patients and healthy controls. An increased MDA and LDH activity from plasma in chemotherapy treated cancer patients was found. The R package analysis and SVM model developed using three indicators, namely, nitrite, vWF, and MDA, can distinguish cancer patients before and after chemotherapy with an accuracy of 87.8% and AUC value of 0.915. Serum collected from chemotherapy treated patients attenuates angiogenesis in chick embryo angiogenesis (CEA) assay and inhibits migration of human endothelial cells. Our work suggests that measurement of nitrite along with traditional endothelial marker vWF could be used as a diagnostic strategy for identifying susceptible patients to develop cardiovascular dysfunctions. The results of the present study offer clues for early diagnosis of subclinical vascular toxicity with minimally invasive procedure. Schematic representation of chemotherapy induced elevated plasma nitrite level in cancer patients.

摘要

化疗诱导的心脏毒性导致高血压、传导异常和充血性心力衰竭的发生。然而,目前还没有简单的测试方法可以检测和评估接受化疗的癌症患者的心血管风险。本研究旨在通过对接受(n=66)和未接受(n=66)化疗的癌症患者的研究,确定血浆中血管损伤的指标。检测了血浆中亚硝酸盐、非对称二甲基精氨酸(ADMA)、血管性血友病因子(vWF)、心肌肌钙蛋白、脂质过氧化(MDA)和乳酸脱氢酶(LDH)的水平。应用 R 包 Optimal Cutpoints 和机器学习方法支持向量机(SVM),鉴定心血管损伤的指标。我们观察到,与未接受化疗的癌症患者和健康对照组相比,接受化疗的患者的亚硝酸盐(p<0.001)和 vWF(p<0.001)水平显著升高。在接受化疗的癌症患者的血浆中,MDA 和 LDH 活性增加。使用三个指标(亚硝酸盐、vWF 和 MDA)的 R 包分析和 SVM 模型可以区分接受化疗前后的癌症患者,准确率为 87.8%,AUC 值为 0.915。从接受化疗的患者血清中提取的物质会减弱鸡胚血管生成(CEA)试验中的血管生成,并抑制人内皮细胞的迁移。我们的工作表明,测量亚硝酸盐与传统的内皮标志物 vWF 一起可以作为一种诊断策略,用于识别易发生心血管功能障碍的患者。本研究的结果为采用微创程序进行早期诊断亚临床血管毒性提供了线索。化疗诱导癌症患者血浆中亚硝酸盐水平升高的示意图。

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