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人工智能在青光眼诊疗中的应用 被引量:4
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作者 刘沛雨 张旭 《国际眼科杂志》 CAS 北大核心 2022年第5期706-710,共5页
青光眼是世界首位不可逆致盲眼病,由于其隐匿性与渐进性,临床上早期诊断及监测青光眼进展是一项十分重要的工作。人工智能(AI)在医学领域发展迅速,AI及其子集机器学习(ML)、深度学习(DL)在青光眼中的研究与应用日臻成熟,促进了人们对青... 青光眼是世界首位不可逆致盲眼病,由于其隐匿性与渐进性,临床上早期诊断及监测青光眼进展是一项十分重要的工作。人工智能(AI)在医学领域发展迅速,AI及其子集机器学习(ML)、深度学习(DL)在青光眼中的研究与应用日臻成熟,促进了人们对青光眼的理解,极大地提高了青光眼筛查与诊断的准确性与效率,大大降低了检查成本。利用AI技术对青光眼患者进行早期筛查与诊断能降低患者视功能损伤的风险,其次可以对青光眼进展进行预测,设计个性化治疗方案,从而达到改善患者预后的目的。本文总结了AI在青光眼筛查、诊断、预后中的最新进展,以及在临床上的困难与挑战,并展望了AI在青光眼中的优势与未来发展趋势。 展开更多
关键词 青光眼 人工智能 筛查 诊断 预测
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Mediated protective effect of electroacupuncture pretreatment by miR-214 on myocardial ischemia/reperfusion injury 被引量:24
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作者 pei-yu liu Yi TIAN Shi-Yuan XU 《Journal of Geriatric Cardiology》 SCIE CAS CSCD 2014年第4期303-310,共8页
Background Electroacupuncture pretreatment plays a protective role in myocardial ischemia/reperfusion (I/R) injury and microRNAs (miRNAs) could act on various facets of cardiac function. However, the role of miRNA... Background Electroacupuncture pretreatment plays a protective role in myocardial ischemia/reperfusion (I/R) injury and microRNAs (miRNAs) could act on various facets of cardiac function. However, the role of miRNAs in the cardioprotection by electroacupuncture pre-treatment on myocardial I/R injury remains unknown. The purpose of the study was to examine whether miR-214 was involved in cardio-protection by electroacupuncture. Methods Using rat myocardial I/R model, we examined the role of electroacupuncture pretreatment in myocardial I/R injury and analyzed the changes in the expression of miR-214. In addition, I/R was simulated in vitro by performing oxy-gen-glucose deprivation (OGD) on H9c2 cell cultures, and the effect of electroacupuncture pretreatment on I/R injury as well as expressional level of miR-214 were examined in vitro. Furthermore, the miR-214 mimic was transfected into OGD-treated H9c2 cells, we analyzed the cell apoptosis, lactate dehydrogenase (LDH) and creatine kinase (CK) activities, intracellular free Ca2+concentration ([Ca2+]i) as well as the relative protein levels of sodium/calcium exchanger 1(NCX1), BCL2-like 11 (BIM), calmodulin-dependent protein kinase IIδ(CaMKIIδ) and Cyclophilin D (CypD). Results The in vivo results revealed that compared with the I/R group, the electroacupuncture pretreatment group showed significant decreased myocardial infarct size, as well as the increased indices of the cardiac function, including heart rate, mean arterial pressure, left ventricular systolic pressure and maximal rate for left ventricular pressure rising and declining (±dp/dt max). In addition, electroacupuncture pretreatment could inhibit the elevation of LDH and CK activities induced by I/R injury. The quantitative PCR (qPCR) results demonstrated electroacupuncture pretreatment could provide cardioprotection against myocardial I/R injury in rats with miR-214 up-regulation. In the meanwhile, in vitro, electroacupuncture pretreatment protected H9c2 cells from OGD-induced injury. Trans-fection of miR-214 mimic showed protective effects on OGD-induced injury to H9c2 cells by reducing apoptosis, decreasing LDH and CK activities, rescuing the OGD-induced Ca2+and down-regulating elevated protein levels of NCX1, BIM, CaMKIIδand CypD. Conclusions Our findings firstly demonstrated that electroacupuncture pretreatment promotes the expression of miR-214 in myocardial I/R injury and miR-214 contributes to the protective effect of electroacupuncture on myocardial I/R injury. 展开更多
关键词 I/R injury miR-214 ELECTROACUPUNCTURE Protective effect
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