cerium

  • 文章类型: Journal Article
    氧化铈(CeO2)纳米球的酶活性有限,阻碍了在催化疗法中的进一步应用。但是它们有一个“氧化开关”,通过增加氧空位来增强它们的催化活性。在这项研究中,根据缺陷工程策略,我们通过将双金属铜(Cu)和铂(Pt)引入CeO2纳米球以增强氧空位,开发了PtCuOX/CeO2-X纳米酶作为高效的SOD/CAT模拟物,尝试结合近红外(NIR)照射来调节骨关节炎(OA)治疗的微环境。不出所料,Cu和Pt提高了CeO2的Ce3+/Ce4+比值,显著增强了氧空位,同时CeO2(111)促进了Cu和Pt的均匀分散。强的金属-载体相互作用协同作用通过降低氧空位形成能赋予PtCuOX/CeO2-X纳米酶高效的SOD/CAT样活性,促进电子转移,中间体的吸附能增加,反应活化能降低。此外,纳米酶具有优异的光热转化效率(55.41%)。Further,PtCuOX/CeO2-X抗氧化系统有效清除细胞内ROS和RNS,受保护的线粒体功能,抑制炎症因子,从而减少软骨细胞凋亡。在体内,实验证明了PtCuOX/CeO2-X的生物安全性及其对OA抑制的有效作用。特别是,NIR辐射进一步增强了效果。机械上,PtCuOX/CeO2-X纳米酶降低ras相关C3肉毒毒素底物1(Rac-1)和p-p65蛋白表达,以及ROS水平通过抑制ROS/Rac-1/核因子κB(NF-κB)信号通路来重塑炎症微环境。这项研究引入了可应用于炎症性疾病的新临床概念和观点。
    Cerium oxide (CeO2) nanospheres have limited enzymatic activity that hinders further application in catalytic therapy, but they have an \"oxidation switch\" to enhance their catalytic activity by increasing oxygen vacancies. In this study, according to the defect-engineering strategy, we developed PtCuOX/CeO2-X nanozymes as highly efficient SOD/CAT mimics by introducing bimetallic copper (Cu) and platinum (Pt) into CeO2 nanospheres to enhance the oxygen vacancies, in an attempt to combine near-infrared (NIR) irradiation to regulate microenvironment for osteoarthritis (OA) therapy. As expected, the Cu and Pt increased the Ce3+/Ce4+ ratio of CeO2 to significantly enhance the oxygen vacancies, and simultaneously CeO2 (111) facilitated the uniform dispersion of Cu and Pt. The strong metal-carrier interaction synergy endowed the PtCuOX/CeO2-X nanozymes with highly efficient SOD/CAT-like activity by the decreased formation energy of oxygen vacancy, promoted electron transfer, the increased adsorption energy of intermediates, and the decreased reaction activation energy. Besides, the nanozymes have excellent photothermal conversion efficiency (55.41%). Further, the PtCuOX/CeO2-X antioxidant system effectively scavenged intracellular ROS and RNS, protected mitochondrial function, and inhibited the inflammatory factors, thus reducing chondrocyte apoptosis. In vivo, experiments demonstrated the biosafety of PtCuOX/CeO2-X and its potent effect on OA suppression. In particular, NIR radiation further enhanced the effects. Mechanistically, PtCuOX/CeO2-X nanozymes reduced ras-related C3 botulinum toxin substrate 1 (Rac-1) and p-p65 protein expression, as well as ROS levels to remodel the inflammatory microenvironment by inhibiting the ROS/Rac-1/nuclear factor kappa-B (NF-κB) signaling pathway. This study introduces new clinical concepts and perspectives that can be applied to inflammatory diseases.
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  • 文章类型: Journal Article
    背景:基于生理的动力学模型有助于吸入工程纳米材料(ENM)的安全性评估。为了开发这些模型,需要关于特征良好的ENM的高质量数据集。然而,目前有,吸入后难溶颗粒的全身可用性存在几个数据空白。因此,本研究的目的是获取两个可比较的数据集以参数化基于生理的动力学模型。
    方法:将大鼠暴露于二氧化铈(CeO2,28.4±10.4nm)和二氧化钛(TiO2,21.6±1.5nm)ENM,单次暴露于20mg/m3或2×5天重复暴露于5mg/m3。通过改变暴露时间30分钟获得不同的剂量水平,每天2或6小时。肺三个隔室中铈或钛的含量(组织,上皮衬里液和自由移动的细胞),纵隔淋巴结,肝脏,脾,脾肾,在暴露后的各个时间点,通过电感耦合等离子体质谱法(ICP-MS)测量血液和排泄物。由于生物分布最好在亚毒性剂量水平进行研究,乳酸脱氢酶(LDH),总蛋白质,在支气管肺泡灌洗液(BALF)中测定总细胞数和差异细胞计数.
    结果:尽管两种材料的肺沉积剂量相似,暴露于CeO2诱导的持续性炎症表现为中性粒细胞粒细胞流入,并表现出增加的肺消除半衰期,而暴露于TiO2没有。与两种材料的灌洗液和灌洗液中的细胞相比,灌洗的肺组织含有最高的金属浓度。在淋巴结等次级器官中,铈浓度高于对照水平,肝脏,脾,脾肾,检测到尿液和粪便,而对于钛,在反复暴露后的淋巴结和肝脏中以及单次暴露后的血液和粪便中都发现了这种情况。
    结论:我们基于实验数据和建模提供了对这两种ENM分布动力学的见解。研究设计允许在不同的剂量水平和研究持续时间下外推。尽管两种ENM的剂量水平相等,我们观察到不同的分布模式,That,部分原因可能是肺部生物反应的细微差异。
    BACKGROUND: Physiologically based kinetic models facilitate the safety assessment of inhaled engineered nanomaterials (ENMs). To develop these models, high quality datasets on well-characterized ENMs are needed. However, there are at present, several data gaps in the systemic availability of poorly soluble particles after inhalation. The aim of the present study was therefore to acquire two comparable datasets to parametrize a physiologically-based kinetic model.
    METHODS: Rats were exposed to cerium dioxide (CeO2, 28.4 ± 10.4 nm) and titanium dioxide (TiO2, 21.6 ± 1.5 nm) ENMs in a single nose-only exposure to 20 mg/m3 or a repeated exposure of 2 × 5 days to 5 mg/m3. Different dose levels were obtained by varying the exposure time for 30 min, 2 or 6 h per day. The content of cerium or titanium in three compartments of the lung (tissue, epithelial lining fluid and freely moving cells), mediastinal lymph nodes, liver, spleen, kidney, blood and excreta was measured by Inductively Coupled Plasma-Mass Spectrometry (ICP-MS) at various time points post-exposure. As biodistribution is best studied at sub-toxic dose levels, lactate dehydrogenase (LDH), total protein, total cell numbers and differential cell counts were determined in bronchoalveolar lavage fluid (BALF).
    RESULTS: Although similar lung deposited doses were obtained for both materials, exposure to CeO2 induced persistent inflammation indicated by neutrophil granulocytes influx and exhibited an increased lung elimination half-time, while exposure to TiO2 did not. The lavaged lung tissue contained the highest metal concentration compared to the lavage fluid and cells in the lavage fluid for both materials. Increased cerium concentrations above control levels in secondary organs such as lymph nodes, liver, spleen, kidney, urine and faeces were detected, while for titanium this was found in lymph nodes and liver after repeated exposure and in blood and faeces after a single exposure.
    CONCLUSIONS: We have provided insight in the distribution kinetics of these two ENMs based on experimental data and modelling. The study design allows extrapolation at different dose-levels and study durations. Despite equal dose levels of both ENMs, we observed different distribution patterns, that, in part may be explained by subtle differences in biological responses in the lung.
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  • 文章类型: Journal Article
    背景:炎症性肠病(IBD)是胃肠道(GIT)的进行性和衰弱性炎症性疾病。尽管最近取得了进展,精确的治疗和无创监测仍然具有挑战性。
    方法:这里,我们开发了口服,结肠炎靶向和透明质酸(HA)修饰,核壳姜黄素(Cur)和氧化铈(CeO2)纳米探针(Cur@PC-HA/CeO2NPs)用于计算机断层扫描(CT)成像指导治疗和监测活体小鼠IBD。
    结果:口服后,高分子量HA保持完整性,在上部GIT中几乎没有吸收,然后由于其结肠炎靶向能力而活跃地积聚在局部结肠炎部位,导致持续24小时的特定CT增强。保留的NPs被结肠中的透明质酸酶进一步降解以释放Cur和CeO2,从而发挥抗炎和抗氧化作用。结合NPs调节肠道菌群的能力,口服NP导致症状的实质性缓解。经过多次治疗,高CT衰减的结肠逐渐减小的范围与临床生物标志物的变化相关,表明治疗反应和缓解的可行性。
    结论:本研究为IBD合并治疗和实时监测治疗反应的新型治疗整合策略的设计提供了概念验证。
    BACKGROUND: Inflammatory bowel disease (IBD) is a progressive and debilitating inflammatory disease of the gastrointestinal tract (GIT). Despite recent advances, precise treatment and noninvasive monitoring remain challenging.
    METHODS: Herein, we developed orally-administered, colitis-targeting and hyaluronic acid (HA)-modified, core-shell curcumin (Cur)- and cerium oxide (CeO2)-loaded nanoprobes (Cur@PC-HA/CeO2 NPs) for computed tomography (CT) imaging-guided treatment and monitoring of IBD in living mice.
    RESULTS: Following oral administration, high-molecular-weight HA maintains integrity with little absorption in the upper GIT, and then actively accumulates at local colitis sites owing to its colitis-targeting ability, leading to specific CT enhancement lasting for 24 h. The retained NPs are further degraded by hyaluronidase in the colon to release Cur and CeO2, thereby exerting anti-inflammatory and antioxidant effects. Combined with the ability of NPs to regulate intestinal flora, the oral NPs result in substantial relief in symptoms. Following multiple treatments, the gradually decreasing range of the colon with high CT attenuation correlates with the change in the clinical biomarkers, indicating the feasibility of treatment response and remission.
    CONCLUSIONS: This study provides a proof-of-concept for the design of a novel theranostic integration strategy for concomitant IBD treatment and the real-time monitoring of treatment responses.
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  • 文章类型: Journal Article
    研究提出了Ag2CrO4/Fe2O3/CeO2三元纳米复合材料,基于Fe2O3/CeO2二元复合材料,在太阳辐射下对亚甲基蓝的光降解表现出优异的光催化性能。Ag2CrO4/Fe2O3/CeO2纳米复合材料为正交晶系,钛铁矿,分别为Ag2CrO4,Fe2O3和CeO2的立方萤石相,根据XRD检验。通过SEM和TEM研究证明了纳米复合材料中Ag2CrO4,Fe2O3和CeO2之间的牢固结合。此外,发现Ag2CrO4和Fe2O3的耦合引起红移,并将CeO2吸收边缘从UV移至可见光谱。这背后的原因是CeO2的带隙降低了2.85至2.69eV,并且在可见光区域吸收带强度增加。利用可见光,Ag2CrO4/Fe2O3/CeO2三元纳米复合材料在100min内对亚甲基蓝(MB)的降解表现出增强的光催化性能(98.90%)。通过3个连续循环探索了光催化剂的长期可靠性和可回收性。进行了活性自由基猝灭测试,以阐明O2-和OH的参与,O2-和OH是MB光催化分解中的主要反应性物种。Ag2CrO4/Fe2O3/CeO2三元纳米复合材料的光降解活性显着提高,使它们非常适合有效去除存在于纺织废水中的有害染料。
    The study presents Ag2CrO4/Fe2O3/CeO2 ternary nanocomposite, based on Fe2O3/CeO2 binary composites, which demonstrated excellent photocatalytic performance in the photodegradation of methylene blue under solar irradiation. The Ag2CrO4/Fe2O3/CeO2 nanocomposites was orthorhombic, ilmenite, and cubic-fluorite phases of Ag2CrO4, Fe2O3, and CeO2, respectively, according to the XRD examination. A strong bond between Ag2CrO4, Fe2O3, and CeO2 within the nanocomposite was demonstrated by the SEM and TEM investigations. Moreover, it was discovered that the coupling of Ag2CrO4 and Fe2O3 caused a red shift and moved CeO2 absorption edge from the UV to the visible spectrum. The reason behind this is that the band gap of CeO2 reduced 2.85 to 2.69 eV and the absorbance band intensity increased in visible region. Utilizing visible light, Ag2CrO4/Fe2O3/CeO2 ternary nanocomposites exhibit enhanced photocatalytic properties (98.90%) for the degradation of methylene blue (MB) within 100 min. The long-term reliability and recyclability of the photocatalyst were explored through 3 successive cycles. An active radical quenching test was conducted to elucidate the involvement of O2 - and OH which are the primary reactive species in the photocatalytic breakdown of MB. Ag2CrO4/Fe2O3/CeO2 ternary nanocomposites displayed notable improvements in photodegradation activity, making them well suited for the effective removal of hazardous dyes present in textile effluents.
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  • 文章类型: Journal Article
    本文介绍了一个基于Python的程序,DFT2FEFFIT,将从密度泛函理论结构模型计算的理论扩展X射线吸收精细结构(EXAFS)光谱与实验EXAFS光谱进行回归。为了展示它的应用,重新审视了Ce掺杂的氟磷灰石[Ca10(PO4)6F2]作为难以通过常规的多壳最小二乘拟合EXAFS光谱进行分析的材料的代表。该软件是开源和公开可用的。
    This article presents a Python-based program, DFT2FEFFIT, to regress theoretical extended X-ray absorption fine structure (EXAFS) spectra calculated from density functional theory structure models against experimental EXAFS spectra. To showcase its application, Ce-doped fluorapatite [Ca10(PO4)6F2] is revisited as a representative of a material difficult to analyze by conventional multi-shell least-squares fitting of EXAFS spectra. The software is open source and publicly available.
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  • 文章类型: Journal Article
    由于缺乏有效的治疗方法,心肌梗塞(MI)的5年死亡率超过50%。心肌细胞与MI微环境(MIM)之间的相互作用可以决定梗死心肌组织的进展和命运。这里,开发了一种专门设计的基于黑色素的复合纳米药物(MCN),通过重新编程MIM来有效治疗MI。MCN是由聚多巴胺(P)组成的纳米复合材料,普鲁士蓝(PB)和氧化铈(CexOy)具有类似Mayuan的结构,通过有效转化有害物质(H+,活性氧,和缺氧)进入有益状态(O2和H2O)。在雄性小鼠冠状动脉结扎和缺血再灌注模型中,静脉注射MCN专门针对受损区域,导致心脏功能的恢复。凭借其良好的治疗效果,MCN构成MI治疗的新药物,并显示出临床应用的潜力。
    Myocardial infarction (MI) has a 5-year mortality rate of more than 50% due to the lack of effective treatments. Interactions between cardiomyocytes and the MI microenvironment (MIM) can determine the progression and fate of infarcted myocardial tissue. Here, a specially designed Melanin-based composite nanomedicines (MCN) is developed to effectively treat MI by reprogramming the MIM. MCN is a nanocomposite composed of polydopamine (P), Prussian blue (PB) and cerium oxide (CexOy) with a Mayuan-like structure, which reprogramming the MIM by the efficient conversion of detrimental substances (H+, reactive oxygen species, and hypoxia) into beneficial status (O2 and H2O). In coronary artery ligation and ischemia reperfusion models of male mice, intravenously injecting MCN specifically targets the damaged area, resulting in restoration of cardiac function. With its promising therapeutic effects, MCN constitutes a new agent for MI treatment and demonstrates potential for clinical application.
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  • 文章类型: Journal Article
    长期无法愈合的糖尿病伤口对全球医疗保健构成挑战。间充质干细胞(MSC)治疗对促进糖尿病创面愈合具有积极意义。然而,传统的MSC治疗涉及外源性MSC,这带来了许多局限性和不令人满意的治疗。此外,由于糖尿病伤口中高水平的活性氧(ROS),维持MSC活力和功能是困难的。因此,我们开发了一种纳米纤维敷料来招募和保护内源性MSCs,同时避免外源性MSCs的固有缺点。能够清除ROS的氧化铈纳米颗粒被整合到纳米纤维敷料中,与Apt19S一起,对MSC具有亲和力和选择性的DNA适体。此外,均质和冷冻干燥技术使纳米纤维敷料具有良好的弹性,保护伤口免受外部压力。在糖尿病小鼠中的进一步实验表明,该敷料具有优异的内源性MSC募集和抗炎特性,从而协同促进糖尿病伤口愈合。本研究有望探索一种高效的干细胞治疗方法,为构建高性能伤口敷料提供了新的途径。
    Diabetic wounds that do not heal for a long time challenge global healthcare. Mesenchymal stem cell (MSC) therapy has positive significance in promoting diabetic wound healing. However, traditional MSC therapy involves exogenous MSCs, which brings many limitations and unsatisfactory treatment. Moreover, the maintenance of MSC viability and function is difficult because of the high level of reactive oxygen species (ROS) in diabetic wounds. Therefore, we developed a nanofibrous dressing to recruit and protect endogenous MSCs while avoiding the inherent disadvantages of exogenous MSCs. Ceria nanoparticles capable of ROS scavenging are integrated into the nanofibrous dressings, together with Apt19S, a DNA aptamer with affinity and selectivity for MSCs. In addition, the homogenization and freeze-drying technology give the nanofibrous dressings good elasticity, which protects the wound from external pressure. Further experiments in diabetic mice show that the dressing has excellent endogenous MSC recruitment and anti-inflammatory properties, thereby synergistically promoting diabetic wound healing. This study is expected to explore an efficient method of stem cell therapy, providing a new way to construct high-performance wound dressings.
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  • 文章类型: Journal Article
    已知氧化铈纳米颗粒因Ce3+至Ce4+转化而产生的抗菌作用。这种氧化铈纳米颗粒在牙科中的应用先前已被考虑,但由于机械性能的劣化而受到限制。因此,这项研究旨在检查介孔二氧化硅(MCM-41)包覆氧化铈纳米颗粒,并评估应用于牙科复合树脂时的抗菌效果和机械性能。通过将氧化铈纳米颗粒前体添加到MCM-41分散体中,使用溶胶-凝胶法将氧化铈纳米颗粒涂覆在MCM-41表面上。通过CFU和MTT测定法测试样品对变形链球菌的抗菌活性。根据ISO4049通过弯曲强度和固化深度评估机械性能。数据分析采用t检验,单向方差分析,和Tukey的事后检验(p=0.05)。与对照组相比,实验组显示出显著增加的抗菌性能(p<0.005)。随着氧化铈纳米颗粒涂覆的MCM-41的量增加,弯曲强度呈现降低趋势。然而,硅烷基团的弯曲强度和固化深度值满足ISO4049标准。抗菌性能随着氧化铈纳米颗粒量的增加而增加。虽然机械性能下降,硅烷处理克服了这个缺点。因此,涂覆在MCM-41上的氧化铈纳米颗粒可用于牙科树脂复合材料。
    Cerium oxide nanoparticles are known for their antibacterial effects resulting from Ce3+ to Ce4+ conversion. Application of such cerium oxide nanoparticles in dentistry has been previously considered but limited due to deterioration of mechanical properties. Hence, this study aimed to examine mesoporous silica (MCM-41) coated with cerium oxide nanoparticles and evaluate the antibacterial effects and mechanical properties when applied to dental composite resin. Cerium oxide nanoparticles were coated on the MCM-41 surface using the sol-gel method by adding cerium oxide nanoparticle precursor to the MCM-41 dispersion. The samples were tested for antibacterial activity against Streptococcus mutans via CFU and MTT assays. The mechanical properties were assessed by flexural strength and depth of cure according to ISO 4049. Data were analyzed using a t-test, one-way ANOVA, and Tukey\'s post-hoc test (p = 0.05). The experimental group showed significantly increased antibacterial properties compared to the control groups (p < 0.005). The flexural strength exhibited a decreasing trend as the amount of cerium oxide nanoparticle-coated MCM-41 increased. However, the flexural strength and depth of cure values of the silane group met the ISO 4049 standard. Antibacterial properties increased with increasing amounts of cerium oxide nanoparticles. Although the mechanical properties decreased, silane treatment overcame this drawback. Hence, the cerium oxide nanoparticles coated on MCM-41 may be used for dental resin composite.
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  • 文章类型: Journal Article
    催化破坏是用于减少源自基于溶剂的工业过程的挥发性有机化合物(VOC)的方兴未艾的技术。变化的组成往往会影响反应混合物中每种VOC的催化行为。我们研究了多组分VOC的催化破坏,包括二氯甲烷(DCM)和乙酸乙酯(EA),作为制药废气的代表,在共负载的HxPO4-RuOx/CeO2催化剂上。在二元VOCs氧化中,由于竞争性吸附而与浓度有关的相互抑制作用得到了证实,由于EA的优异吸附能力,EA对DCM氧化产生了更负面的影响。EA在酸性位点(HxPO4/CeO2)上的优先吸附促进了DCM在碱性位点(O2-)上的活化,并且主要的EA氧化阻止了DCM对氧化中心(RuOx/CeO2)的访问,导致一氯甲烷产率提高和DCM氧化的氯沉积增加。由于氯沉积,Ru物种的氧化还原能力受损,反过来又危害了EA及其副产物的深度氧化,导致增加的气态副产物,例如源自EA热解的乙酸。值得注意的是,低浓度的DCM在有或没有水的低温下略微促进EA转化,与共吸附分析中增强的EA吸附一致。这主要是由于DCM阻碍了水解产物沉积对快速EA水解的屏蔽作用,这取决于降低的酸度。此外,水有利于EA水解,但降低了CO2选择性,而从EA产生的水可能会影响DCM转化。该工作可为应用催化剂向工业应用的推广提供理论指导。
    Catalytic destruction is an ascendant technology for the abatement of volatile organic compounds (VOCs) originating from solvent-based industrial processes. The varied composition tends to influence each VOC\'s catalytic behavior in the reaction mixture. We investigated the catalytic destruction of multi-component VOCs including dichloromethane (DCM) and ethyl acetate (EA), as representatives from pharmaceutical waste gases, over co-supported HxPO4-RuOx/CeO2 catalyst. A mutual inhibitory effect relating to concentrations because of competitive adsorption was verified in the binary VOCs oxidation and EA posed a more negative effect on DCM oxidation owing to EA\'s superior adsorption capacity. Preferential adsorption of EA on acidic sites (HxPO4/CeO2) promoted DCM activation on basic sites (O2-) and the dominating EA oxidation blocked DCM\'s access to oxidation centers (RuOx/CeO2), resulting in boosted monochloromethane yield and increased chlorine deposition for DCM oxidation. The impaired redox ability of Ru species owing to chlorine deposition in turn jeopardized deep oxidation of EA and its by-products, leading to increased gaseous by-products such as acetic acid originating from EA pyrolysis. Notably, DCM at low concentration slightly promoted EA conversion at low temperatures with or without water, consistent with the enhanced EA adsorption in co-adsorption analyses. This was mainly due to that DCM impeded the shielding effect of hydrolysate deposition from rapid EA hydrolysis depending on the decreased acidity. Moreover, water benefited EA hydrolysis but decreased CO2 selectivity while the generated water derived from EA was likely to affect DCM transformation. This work may provide theoretical guidance for the promotion of applied catalysts toward industrial applications.
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  • 文章类型: Journal Article
    实现快速,成本有效,黄酮类化合物的智能识别和定量具有挑战性。为了快速简单的类黄酮测定,开发了智能手机耦合比色传感器阵列(电子鼻)的传感平台,依靠橙皮苷的差异化竞争抑制作用,景天苷,和橘皮素对纳米酶的氧化反应具有3,3',5,5'-四甲基联苯胺底物。首先,密度泛函理论计算预测了掺杂Mn后CeO2纳米酶的过氧化物酶样活性增强,Co,Fe,然后通过实验证实了这一点。自行设计的移动应用程序,快速查看器,能够快速评估红色,绿色,和蓝色值的比色图像使用多孔并行采集策略。基于CeMn三通道的传感器阵列,CeFe,CeCo能够区分不同类别的黄酮类化合物,浓度,混合物,通过线性判别分析,研究了富含类黄酮的陈皮的各种储存时间。此外,“分割-提取-回归”深度学习算法的集成使单孔图像能够通过从3×4传感阵列中分割来获得,以增强阵列图像的特征信息。MobileNetV3小型神经网络在37,488个单孔图像上进行了训练,并实现了对类黄酮浓度的出色预测能力(R2=0.97)。最后,MobileNetV3-small作为应用程序(智能分析大师)集成到智能手机中,实现三种浓度的一键输出。这项研究为黄酮类化合物的定性和同时多成分定量分析开发了一种创新方法。
    Achieving rapid, cost effective, and intelligent identification and quantification of flavonoids is challenging. For fast and uncomplicated flavonoid determination, a sensing platform of smartphone-coupled colorimetric sensor arrays (electronic noses) was developed, relying on the differential competitive inhibition of hesperidin, nobiletin, and tangeretin on the oxidation reactions of nanozymes with a 3,3\',5,5\'-tetramethylbenzidine substrate. First, density functional theory calculations predicted the enhanced peroxidase-like activities of CeO2 nanozymes after doping with Mn, Co, and Fe, which was then confirmed by experiments. The self-designed mobile application, Quick Viewer, enabled a rapid evaluation of the red, green, and blue values of colorimetric images using a multi-hole parallel acquisition strategy. The sensor array based on three channels of CeMn, CeFe, and CeCo was able to discriminate between different flavonoids from various categories, concentrations, mixtures, and the various storage durations of flavonoid-rich Citri Reticulatae Pericarpium through a linear discriminant analysis. Furthermore, the integration of a \"segmentation-extraction-regression\" deep learning algorithm enabled single-hole images to be obtained by segmenting from a 3 × 4 sensing array to augment the featured information of array images. The MobileNetV3-small neural network was trained on 37,488 single-well images and achieved an excellent predictive capability for flavonoid concentrations (R2 = 0.97). Finally, MobileNetV3-small was integrated into a smartphone as an application (Intelligent Analysis Master), to achieve the one-click output of three concentrations. This study developed an innovative approach for the qualitative and simultaneous multi-ingredient quantitative analysis of flavonoids.
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