Radio Waves

无线电波
  • 文章类型: Journal Article
    开发了一种基于生物可吸收Mg-Nd-Zn-Zr合金的可植入电极,用于下一代射频(RF)组织焊接应用,旨在减少热损伤,提高吻合口强度。镁合金焊条在焊接区域设计了圆柱面(CS)和连续长环(LR)不同的结构特征,并通过有限元分析(FEA)对电热模拟进行了研究。同时,监测组织焊接过程中的温度变化,并通过测量撕脱力和爆裂压力评估焊接组织的吻合强度。FEA结果表明,当将110V的交流电施加到LR电极10s时,焊接区域的平均温度和坏死组织的比例显着降低。在离体组织焊接实验中,LR电极焊接组织的最高温度和平均温度也明显降低,焊接组织的吻合强度明显提高。总的来说,应用LR电极后可获得满足临床要求的理想焊接温度和吻合强度,表明,优化结构设计的Mg-Nd-Zn-Zr合金显示出开发用于下一代射频组织焊接应用的植入式电极的巨大潜力。
    An implantable electrode based on bioresorbable Mg-Nd-Zn-Zr alloy was developed for next-generation radiofrequency (RF) tissue welding application, aiming to reduce thermal damage and enhance anastomotic strength. The Mg alloy electrode was designed with different structural features of cylindrical surface (CS) and continuous long ring (LR) in the welding area, and the electrothermal simulations were studied by finite element analysis (FEA). Meanwhile, the temperature variation during tissue welding was monitored and the anastomotic strength of welded tissue was assessed by measuring the avulsion force and burst pressure. FEA results showed that the mean temperature in the welding area and the proportion of necrotic tissue were significantly reduced when applying an alternating current of 110 V for 10 s to the LR electrode. In the experiment of tissue welding ex vivo, the maximum and mean temperatures of tissues welded by the LR electrode were also significantly reduced and the anastomotic strength of welded tissue could be obviously improved. Overall, an ideal welding temperature and anastomotic strength which meet the clinical requirement can be obtained after applying the LR electrode, suggesting that Mg-Nd-Zn-Zr alloy with optimal structure design shows great potential to develop implantable electrode for next-generation RF tissue welding application.
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  • 文章类型: Journal Article
    在超高场磁共振成像领域,与更高的频率和更短的波长相关的挑战需要严格注意多通道阵列设计。虽然仍然需要这样的阵列,继续努力增加频道数量,持续的障碍-元素间耦合-不断阻碍发展。这种耦合降低了电流和磁场分布,引入通道之间的噪声相关性,并改变数组元素的频率,影响图像质量和整体性能。优化超高场MRI的目标超出了解决元件间耦合的范围,并且包括与实现高阻抗线圈所需的设计更改相关的重大安全考虑。虽然这些线圈提供了极好的隔离,较高的阻抗需要特殊的设计变更。然而,这种变化在低电容集总元件两端的强电场形式中造成重大的安全风险。此过程可能会提高成像对象的比吸收率(SAR)值。增加功率沉积,因此,组织加热相关损伤的风险。为了平衡元件间去耦的要求与安全的关键需求,我们建议一个新的解决方案。我们的方法使用高介电材料来有效地降低成像样品中的电场和SAR值。这种干预试图在现有阵列设计中保持B1效率和元件间去耦,其中包括高阻抗线圈。我们的方法旨在通过对现有阵列设置进行最小的更改来减轻这种关键的安全问题,从而提高超高场MRI的全部潜力。
    In the field of ultra-high field MR imaging, the challenges associated with higher frequencies and shorter wavelengths necessitate rigorous attention to multichannel array design. While the need for such arrays remains, and efforts to increase channel counts continue, a persistent impediment-inter-element coupling-constantly hinders development. This coupling degrades current and field distribution, introduces noise correlation between channels, and alters the frequency of array elements, affecting image quality and overall performance. The goal of optimizing ultra-high field MRI goes beyond resolving inter-element coupling and includes significant safety considerations related to the design changes required to achieve high-impedance coils. Although these coils provide excellent isolation, the higher impedance needs special design changes. However, such changes pose a significant safety risk in the form of strong electric fields across low-capacitance lumped components. This process may raise Specific Absorption Rate (SAR) values in the imaging subject, increasing power deposition and, as a result, the risk of tissue heating-related injury. To balance the requirement of inter-element decoupling with the critical need for safety, we suggest a new solution. Our method uses high-dielectric materials to efficiently reduce electric fields and SAR values in the imaging sample. This intervention tries to maintain B1 efficiency and inter-element decoupling within the existing array design, which includes high-impedance coils. Our method aims to promote the full potential of ultra-high field MRI by alleviating this critical safety concern with minimal changes to the existing array setup.
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  • 文章类型: Journal Article
    射频(RF)加热已被证明是花生的替代烘烤方法,能有效降解黄曲霉毒素,具有加热效率和穿透深度大等优点。本研究旨在研究在150°C目标温度下,不同花生水分含量(8.29%和20%)和保温时间(0、7.5和15分钟),RF烘烤对花生油脂质分布的影响。使用超高效液相色谱-四极杆飞行时间串联质谱(UPLC-QTOF-MS/MS)为基础的脂质组学。总的来说,鉴定了来自35个亚类的2587个脂质种类。烘烤后,固醇脂质(ST)和甘油磷脂(GPs)和糖脂的亚类含量显着增加,而脂肪酸(FA),氧化(Ox-)FA,胆固醇(CE),和所有亚类的甘油脂(GL)减少,筛选了1084种不同的脂质。通过中等烘烤(7.5分钟),花生油中的ST含量最高,CE含量最低。花生水分含量的增加只会对一些GP亚类产生不利影响。与热风(HA)烘烤相比,射频减速脂质氧化,显示更高水平的二酰基甘油,三酰基甘油和FA,没有额外的负面影响,只有69个独特的差异脂质。在射频焙烧期间,脂肪酰基链的水解和氧化为次级氧化物是脂质转化的核心行为。该研究可为RF焙烧处理花生油的脂质变化和转化机理提供见解。
    Radio frequency (RF) heating has been proved an alternative roasting method for peanuts, which could effectively degrade aflatoxins and possesses the advantages of greater heating efficiency and penetration depth. This study aimed to investigate the influences of RF roasting on the lipid profile of peanut oil under 150 °C target temperature with varied peanut moisture contents (8.29 % and 20 %) and holding times (0, 7.5, and 15 min), using ultra-performance liquid chromatography-quadrupole time-of-flight tandem mass spectrometry (UPLC-QTOF-MS/MS)-based lipidomics. In total, 2587 lipid species from 35 subclasses were identified. After roasting, the contents of sterol lipid (ST) and subclasses of glycerophospholipids (GPs) and glycoglycerolipids increased significantly, while fatty acid (FA), Oxidized (Ox-) FA, cholesterol (CE), and all subclasses of glycerolipids (GLs) decreased, and 1084 differential lipids were screened. The highest ST and lowest CE contents in peanut oil were achieved by medium roasting (7.5 min). The raise in moisture content of peanut simply affected a few GPs subclasses adversely. Compared with hot air (HA) roasting, RF decelerated lipid oxidation, showing higher levels of diacylglycerol, triacylglycerol and FA, with no additional negative impact and only 69 exclusive differential lipids. During RF roasting, hydrolysis and oxidation of fatty acyl chains into secondary oxides were the central behaviors of lipids transformation. This study could provide insights into the lipid changes and transformation mechanism of peanut oil by RF roasting processing.
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  • 文章类型: Journal Article
    可穿戴传感器在诊断中迅速获得影响,监测,和疾病的治疗,从而改善患者的预后。在这次审查中,我们的目的是探讨这些进展如何应用于磁共振成像(MRI).我们首先(i)在当前的柔性/可拉伸RF线圈中引入限制,然后转向更广泛的柔性传感器技术领域以识别可平移技术。为了这个目标,我们讨论(Ii)目前用于传感器基板的新兴材料,(iii)可拉伸导电材料,(iv)导体与基板的配对和匹配,和(v)诸如电容器的集总元件的实现。提供了适用的(vi)制造方法,审查最后简要评论了(vii)在MRI线圈应用中讨论的传感器技术的实施。我们研究的主要收获是,大量的工作导致了令人兴奋的新传感器创新,允许可拉伸可穿戴设备,但是仍然需要进一步探索材料和制造技术,尤其是应用于MRI诊断时。
    Wearable sensors are rapidly gaining influence in the diagnostics, monitoring, and treatment of disease, thereby improving patient outcomes. In this review, we aim to explore how these advances can be applied to magnetic resonance imaging (MRI). We begin by (i) introducing limitations in current flexible/stretchable RF coils and then move to the broader field of flexible sensor technology to identify translatable technologies. To this goal, we discuss (ii) emerging materials currently used for sensor substrates, (iii) stretchable conductive materials, (iv) pairing and matching of conductors with substrates, and (v) implementation of lumped elements such as capacitors. Applicable (vi) fabrication methods are presented, and the review concludes with a brief commentary on (vii) the implementation of the discussed sensor technologies in MRI coil applications. The main takeaway of our research is that a large body of work has led to exciting new sensor innovations allowing for stretchable wearables, but further exploration of materials and manufacturing techniques remains necessary, especially when applied to MRI diagnostics.
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  • 文章类型: Journal Article
    为了提供不同的家庭服务,例如老年人护理,多才多艺的活动识别技术是必不可少的。基于无线电的方法,包括WiFiCSI,RFID,和反向散射通信,是首选,因为他们最小的隐私入侵,减轻身体负担,和低维护成本。然而,这些方法面临挑战,包括环境依赖,设备和用户之间的接近限制,在各种无线电障碍如家具中未经测试的准确性,电器,墙壁,和其他无线电波。在本文中,我们提出了一种基于频移反向散射标签的家庭活动识别方法,并在接近真实的住宅环境中测试了其可行性。由天线和开关等简单组件组成,这些标签有助于超低功耗,并表现出对环境噪声的鲁棒性,因为仅通过观察频移就可以获得与标签相对应的上下文。我们实现了一个由SD-WiFi组成的传感系统,软件定义的WiFiAP,以及为检测日常物体的运动而定制的反向散射标签上的物理开关。我们的实验表明,在视线(LoS)条件下,可以在2m范围内以72%的精度检测到标签的频移,并在识别七个典型的日常生活活动时实现96.0%的精度(F得分)适当的接收器/发射器布局。此外,在一个额外的实验中,我们证实,即使在3-5m的距离没有LoS的情况下,增加重叠数据包的数量也可以实现频移检测。
    To provide diverse in-home services like elderly care, versatile activity recognition technology is essential. Radio-based methods, including WiFi CSI, RFID, and backscatter communication, are preferred due to their minimal privacy intrusion, reduced physical burden, and low maintenance costs. However, these methods face challenges, including environmental dependence, proximity limitations between the device and the user, and untested accuracy amidst various radio obstacles such as furniture, appliances, walls, and other radio waves. In this paper, we propose a frequency-shift backscatter tag-based in-home activity recognition method and test its feasibility in a near-real residential setting. Consisting of simple components such as antennas and switches, these tags facilitate ultra-low power consumption and demonstrate robustness against environmental noise because a context corresponding to a tag can be obtained by only observing frequency shifts. We implemented a sensing system consisting of SD-WiFi, a software-defined WiFi AP, and physical switches on backscatter tags tailored for detecting the movements of daily objects. Our experiments demonstrate that frequency shifts by tags can be detected within a 2 m range with 72% accuracy under the line of sight (LoS) conditions and achieve a 96.0% accuracy (F-score) in recognizing seven typical daily living activities with an appropriate receiver/transmitter layout. Furthermore, in an additional experiment, we confirmed that increasing the number of overlaying packets enables frequency shift-detection even without LoS at distances of 3-5 m.
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  • 文章类型: Letter
    暂无摘要。
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  • 文章类型: English Abstract
    In magnetic resonance examination, the interaction between implants and the radio frequency (RF) fields induces heating in human tissue and may cause tissue damage. To assess the RF-induced heating of implants, three steps should be executed, including electromagnetic model construction, electromagnetic model validation, and virtual human body simulations. The crucial step of assessing RF-induced heating involves the construction of a test environment for electromagnetic model validation. In this study, a hardware environment, comprised of a RF generation system, electromagnetic field measurement system, and a robotic arm positioning system, was established. Furthermore, an automated control software environment was developed using a Python-based software development platform to enable the creation of a high-precision automated integrated test environment. The results indicate that the electric field generated in this test environment aligns well with the simulated electric field, making it suitable for assessing the RF-induced heating effects of implants.
    在磁共振检查中,植入物与射频场相互作用会引起周围人体组织发热,甚至造成组织损伤。评估植入物射频热效应需要进行植入物电磁建模、电磁模型验证和虚拟人体仿真。其中,构建用于电磁模型验证的测试环境是射频热效应评估的重要环节。研究建立了包括射频发生系统、电磁场量测系统和机械臂定位系统的硬件环境,使用基于Python的软件开发平台实现了自动化控制软件环境,形成了高精度、自动化的集成测试环境。研究结果表明,该测试环境形成的电场与计算机仿真得到的电场具有较好的一致性,可以用于植入物射频热效应评估。.
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  • 文章类型: Journal Article
    已显示轻度全身热疗通过免疫调节机制具有抗肿瘤作用。在临床广泛应用之前,在动物中进行大量的机械研究对于坚持循证原则是必要的。基于射频电磁场(RF-EMF)的加热设施可能是热疗治疗的好选择,但是设施的供暖特性,包括结构设计,电磁和热剂量测定,以及热疗的生物学效应,需要很好地阐明。这里,我们报道了由1800MHz固体源激发的谐振腔(RC)的加热特性研究。RC中的EMF由24个静态反射器搅拌,这导致在EM均匀性评估中电场强度的标准偏差低于3dB。对于曝光场景,将6只自由移动的小鼠加载到单独的病例中,并同时暴露在RC中。用数值模拟的12平面波方法计算了暴露小鼠的EMF能量吸收和分布。通过调节源输出功率,可以实现暴露小鼠体内不同水平的核心体温升高。在肝脏中检测到热休克蛋白(HSPs)的过表达,肺和肌肉,但不在暴露小鼠的大脑中。血清中代表性炎性细胞因子的水平,TNF-α和IL-10在RC暴露后增加。在加热特性研究和验证的基础上,所应用的RC将是用于小鼠轻度全身热疗效应研究的合格加热系统。
    轻度全身热疗通过调节免疫系统具有潜在的抗肿瘤作用。基于射频电磁场(RF-EMF)的加热设施成为热疗的合适选择。然而,用于科学研究的合格加热设施必须阐明其加热特性,并验证与热疗相关的生物学效应。在这项研究中,我们报告了使用EMF能量的啮齿动物加热室的特征。腔室的特殊结构不仅实现了有效的EMF使用,而且确保了EMF空间分布的均匀性,动物EM吸收,和EMF引起的生物效应。我们的工作可能会为为科学研究设计低成本但可靠的加热设施提供见解。
    Mild whole-body hyperthermia has been shown to have anti-tumor effects through an immune-modulating mechanism. Before it is widely applied in the clinic, tremendous mechanistic research in animals is necessary to adhere to evidence-based principles. The radio frequency electromagnetic field (RF-EMF) based heating facility could be a good choice for hyperthermia treatment, but the heating characteristics of a facility, including structure design, electromagnetic and thermal dosimetry, and the biologic effects of hyperthermia, need to be well elucidated. Here, we reported the heating characteristic study on a resonant chamber (RC) excited by a 1800 MHz solid source. The EMF in the RC was stirred by 24 static reflectors, which resulted in the standard deviation of electric field intensity being below 3 dB in the EM homogeneity evaluation. For the exposure scenario, six free-moving mice were loaded into separate cases and exposed simultaneously in the RC. The EMF energy absorption and distribution in exposed mice were calculated with the 12-plane-waves method of numerical simulation. Different levels of core body temperature increment in exposed mice were achieved through regulation of the source output power. Overexpression of heat shock proteins (HSPs) was detected in the liver, lung and muscle, but not in the brain of the exposed mice. The levels of representative inflammatory cytokines in the serum, TNF-α and IL-10 increased post RC exposure. Based on the heating characteristic study and validation, the applied RC would be a qualified heating system for mild whole-body hyperthermia effect research in mice.
    Mild whole-body hyperthermia has potential anti-tumor effects by modulating the immune system. A radio frequency electromagnetic field (RF-EMF)-based heating facility emerges as a suitable option for hyperthermia treatment. However, a qualified heating facility for scientific research must elucidate its heating characteristics and validate the biological effects associated with hyperthermia. In this study, we report the characteristics of a rodent heating chamber using EMF energy. The special structure of the chamber not only achieved efficient EMF usage but also ensured the homogeneity in EMF spatial distribution, animal EM absorption, and EMF-caused biological effects. Our work may offer insights for designing a low-cost yet reliable heating facility for scientific research.
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  • 文章类型: Journal Article
    通过对热电(TE)材料的各种研究,薄膜配置比传统的散装TE具有优越的优势,包括对弯曲和柔性基板的适应性。已经探索了几种不同的薄膜沉积方法,然而,磁控溅射仍然是有利的,因为它的高沉积效率和可扩展性。因此,本研究旨在通过射频(RF)磁控溅射方法制备碲化铋(Bi2Te3)和碲化锑(Sb2Te3)薄膜。在环境温度下将薄膜沉积在钠钙玻璃基板上。首先用水和肥皂洗涤基材,用甲醇超声清洗,丙酮,乙醇,和去离子水10分钟,用氮气和热板干燥,最后在UV臭氧下处理10分钟以去除涂层过程之前的残留物。使用具有氩气的Bi2Te3和Sb2Te3溅射靶,并进行预溅射以清洁靶的表面。然后,将一些干净的基板装入溅射室,并且将腔室抽真空直到压力达到2×10-5托。对于Bi2Te3和Sb2Te3,分别用4sccm的氩气流和75W和30W的RF功率沉积薄膜60分钟。该方法产生高度均匀的n型Bi2Te3和p型Sb2Te3薄膜。
    Through various studies on thermoelectric (TE) materials, thin film configuration gives superior advantages over conventional bulk TEs, including adaptability to curved and flexible substrates. Several different thin film deposition methods have been explored, yet magnetron sputtering is still favorable due to its high deposition efficiency and scalability. Therefore, this study aims to fabricate a bismuth telluride (Bi2Te3) and antimony telluride (Sb2Te3) thin film via the radio frequency (RF) magnetron sputtering method. The thin films were deposited on soda lime glass substrates at ambient temperature. The substrates were first washed using water and soap, ultrasonically cleaned with methanol, acetone, ethanol, and deionized water for 10 min, dried with nitrogen gas and hot plate, and finally treated under UV ozone for 10 min to remove residues before the coating process. A sputter target of Bi2Te3 and Sb2Te3 with Argon gas was used, and pre-sputtering was done to clean the target\'s surface. Then, a few clean substrates were loaded into the sputtering chamber, and the chamber was vacuumed until the pressure reached 2 x 10-5 Torr. The thin films were deposited for 60 min with Argon flow of 4 sccm and RF power at 75 W and 30 W for Bi2Te3 and Sb2Te3, respectively. This method resulted in highly uniform n-type Bi2Te3 and p-type Sb2Te3 thin films.
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  • 文章类型: Journal Article
    背景:我们旨在评估暴露于射频(RF)电磁场(EMF)对认知指标的长期影响的证据,包括学习和记忆领域,执行功能,复杂的注意力,语言,感知运动能力和社会认知,以及RF-EMF与认知之间的暴露-反应关系。
    方法:我们搜索了PubMed,Embase,PsycInfo和EMF门户于2022年9月30日发布,不受发布日期或语言的限制。我们纳入了队列或病例对照研究,评估了射频暴露对一个或多个认知领域认知功能的影响。使用OHAT工具对研究进行偏倚风险评级,并使用固定效应荟萃分析进行综合。我们使用GRADE方法评估了证据的确定性,并考虑了OHAT对评估暴露证据的修改。
    结果:我们纳入了5项研究,这些研究报告了来自4个队列的数据分析,这些队列中有4639名参与者,包括三个国家的2808名成年人和1831名儿童(澳大利亚,新加坡和瑞士)在2006年至2017年之间进行。RF-EMF暴露的主要来源是移动(手机)电话的使用,以每周通话或每天几分钟的时间来衡量。对于儿童使用手机,两项研究(615名参与者)将手机使用量增加与手机使用量减少或无变化进行比较,纳入荟萃分析.学习和记忆。对准确性影响不大(平均差,MD-0.03;95%CI-0.07至0.02)或单回记忆任务的响应时间(MD-0.01;95%CI-0.04至0.02);以及单卡学习任务的准确性(MD-0.02;95CI-0.04至0.00)或响应时间(MD-0.01;95CI-0.04至0.03)(所有结果的低确定性证据)。执行功能。对于时间比((B-A)/A)响应(MD0.02;95%CI-0.01至0.04,非常低的确定性)或时间比((D-C)/C)响应(MD0.00;95%CI-0.06至0.05,非常低的确定性),对Stroop检验几乎没有影响,两种测试都测量对干扰影响的敏感性。复杂的注意力。对检测任务精度几乎没有影响(MD0.02;95%CI-0.04至0.08),或响应时间(MD0.02;95%CI0.01至0.03),对识别任务准确性(MD0.00;95%CI-0.04~0.05)或应答时间(MD0.00;95%CI-0.01~0.02)影响很小,甚至没有影响(所有结局的低确定性证据).没有对儿童的其他认知领域进行调查。一项针对老年人的研究提供了非常低的确定性证据,表明更频繁地使用手机可能对全球认知功能下降的几率几乎没有影响(优势比,OR0.81;95%CI0.42至1.58,649名参与者)或执行功能下降(OR1.07;95%CI0.37至3.05,146名参与者),并可能导致一个小的,可能不重要,复杂注意力下降的几率降低(OR0.67;95CI0.27~1.68,159名参与者)和学习和记忆下降的几率降低(OR0.75;95%CI0.29~1.99,159名参与者).没有发现任何认知结果的暴露-反应关系。
    结论:这项系统评价和荟萃分析发现,只有少数研究提供了非常低至低确定性的证据,证明RF-EMF暴露与学习和记忆之间几乎没有关联,执行功能和复杂的注意力。儿童中没有一项研究报道了整体认知功能或其他认知领域。只有一项研究报告对老年人的所有领域都缺乏影响,但这是确定性非常低的证据。需要进一步的研究来解决所有类型的人群,暴露和认知结果,特别是调查成人环境和职业暴露的研究。未来的研究还需要解决暴露评估中的不确定性,并对认知功能的特定领域进行标准化测试,以实现跨研究的综合并增加证据的确定性。
    这项审查部分由世界卫生组织辐射防护计划资助,并在PROSPEROCRD42021257548上进行了前瞻性注册。
    BACKGROUND: We aimed to assess evidence of long-term effects of exposure to radiofrequency (RF) electromagnetic fields (EMF) on indicators of cognition, including domains of learning and memory, executive function, complex attention, language, perceptual motor ability and social cognition, and of an exposure-response relationship between RF-EMF and cognition.
    METHODS: We searched PubMed, Embase, PsycInfo and the EMF-Portal on September 30, 2022 without limiting by date or language of publication. We included cohort or case-control studies that evaluated the effects of RF exposure on cognitive function in one or more of the cognitive domains. Studies were rated for risk of bias using the OHAT tool and synthesised using fixed effects meta-analysis. We assessed the certainty of the evidence using the GRADE approach and considered modification by OHAT for assessing evidence of exposures.
    RESULTS: We included 5 studies that reported analyses of data from 4 cohorts with 4639 participants consisting of 2808 adults and 1831 children across three countries (Australia, Singapore and Switzerland) conducted between 2006 and 2017. The main source of RF-EMF exposure was mobile (cell) phone use measured as calls per week or minutes per day. For mobile phone use in children, two studies (615 participants) that compared an increase in mobile phone use to a decrease or no change were included in meta-analyses. Learning and memory. There was little effect on accuracy (mean difference, MD -0.03; 95% CI -0.07 to 0.02) or response time (MD -0.01; 95% CI -0.04 to 0.02) on the one-back memory task; and accuracy (MD -0.02; 95%CI -0.04 to 0.00) or response time (MD -0.01; 95%CI -0.04 to 0.03) on the one card learning task (low certainty evidence for all outcomes). Executive function. There was little to no effect on the Stroop test for the time ratio ((B-A)/A) response (MD 0.02; 95% CI -0.01 to 0.04, very low certainty) or the time ratio ((D-C)/C) response (MD 0.00; 95% CI -0.06 to 0.05, very low certainty), with both tests measuring susceptibility to interference effects. Complex attention. There was little to no effect on detection task accuracy (MD 0.02; 95% CI -0.04 to 0.08), or response time (MD 0.02;95% CI 0.01 to 0.03), and little to no effect on identification task accuracy (MD 0.00; 95% CI -0.04 to 0.05) or response time (MD 0.00;95% CI -0.01 to 0.02) (low certainty evidence for all outcomes). No other cognitive domains were investigated in children. A single study among elderly people provided very low certainty evidence that more frequent mobile phone use may have little to no effect on the odds of a decline in global cognitive function (odds ratio, OR 0.81; 95% CI 0.42 to 1.58, 649 participants) or a decline in executive function (OR 1.07; 95% CI 0.37 to 3.05, 146 participants), and may lead to a small, probably unimportant, reduction in the odds of a decline in complex attention (OR 0.67;95%CI 0.27 to 1.68, 159 participants) and a decline in learning and memory (OR 0.75; 95% CI 0.29 to 1.99, 159 participants). An exposure-response relationship was not identified for any of the cognitive outcomes.
    CONCLUSIONS: This systematic review and meta-analysis found only a few studies that provided very low to low certainty evidence of little to no association between RF-EMF exposure and learning and memory, executive function and complex attention. None of the studies among children reported on global cognitive function or other domains of cognition. Only one study reported a lack of an effect for all domains in elderly persons but this was of very low certainty evidence. Further studies are needed to address all types of populations, exposures and cognitive outcomes, particularly studies investigating environmental and occupational exposure in adults. Future studies also need to address uncertainties in the assessment of exposure and standardise testing of specific domains of cognitive function to enable synthesis across studies and increase the certainty of the evidence.
    UNASSIGNED: This review was partially funded by the WHO radioprotection programme and prospectively registered on PROSPERO CRD42021257548.
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