Copper nanoparticles

铜纳米颗粒
  • 文章类型: Journal Article
    绿色合成的银和铜纳米颗粒(NPs),连同他们的复合材料,表现出各种生物活性。最小圣殿(圣罗勒),传统上在南亚用作药物,治疗呼吸系统疾病,消化问题,皮肤病和炎症。现代科学研究支持这些生物活动;然而,没有研究调查它们与NPs结合的生物活性。在这项研究中,使用AgNO3和CuSO4·5H2O溶液合成银和铜NP,分别,含罗勒圣母叶提取物,和它们的抗菌,抗氧化和抗癌性能进行了检查。光谱分析,包括傅里叶变换红外(FTIR),透射电子显微镜(TEM)和X射线衍射(XRD),阐明了绿色合成纳米粒子(Os-AgNPs和Os-CuNPs)的物理化学特性,显示11.7和13.1nm的尺寸,分别。具有1:2比例的Os-AgNPs:Os-CuNPs纳米复合材料对测试的细菌病原体表现出8至12mm的抑制区域。此外,NPs及其复合材料表现出有效的抗氧化活性,在比例为2:1和1:2的复合材料中观察到显着的2-二苯基-2-吡啶酰肼(DPPH)清除活性。此外,它们显示出对抗人类白血病(Jurkat)癌细胞的潜在抗癌活性。尽管在NPs及其复合材料中没有观察到抗癌性能的明显差异,我们的研究强调了它们定义明确的纳米结构和显著的生物活性,表明它们在制药行业作为治疗剂的潜力。
    Green-synthesized silver and copper nanoparticles (NPs), along with their composites, exhibit various biological activities. Ocimum sanctum (Holy basil), traditionally used as medicine in South Asia, treats respiratory disorders, digestive issues, skin diseases and inflammatory conditions. Modern scientific studies support these bioactivities; however, no studies have investigated their bioactivity in combination with NPs. In this study, silver and copper NPs were synthesized using AgNO3 and CuSO4·5H2O solutions, respectively, with Ocimum sanctum leaf extract, and their antibacterial, antioxidant and anticancer properties were examined. Spectroscopic analyses, including Fourier transform infra-red (FTIR), transmission electron microscopy (TEM) and X-ray diffraction (XRD), elucidated the physicochemical characteristics of the green-synthesized nanoparticles (Os-AgNPs and Os-CuNPs), revealing sizes of 11.7 and 13.1 nm, respectively. The Os-AgNPs:Os-CuNPs nano-composite with a 1:2 ratio exhibited a zone of inhibition ranging from 8 to 12 mm against tested bacterial pathogens. Additionally, the NPs and their composites demonstrated potent antioxidant activity, with notable 2-diphenyl-2-picrylhydrazyl (DPPH) scavenging activity observed in composites with ratios of 2:1 and 1:2. Furthermore, they displayed potential anticancer activity against human leukaemia (Jurkat) cancer cells. Although no distinct difference in anticancer property was observed among the NPs and their composites, our study highlights their well-defined nanostructure and significant biological activity, suggesting their potential as therapeutic agents in the pharmaceutical industry.
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  • 文章类型: Journal Article
    海洋微生物由于其独特的生化能力和对各种环境的适应性,为纳米颗粒的生态友好合成提供了有希望的途径。这项研究的重点是探索海洋细菌物种的潜力,嗜根性小单胞菌BGNAK1,用于生物相容性铜纳米颗粒的合成及其在阻碍由单一抗菌物种形成的生物膜中的应用。这项研究始于从喀拉拉邦西海岸地区收集的海洋土壤样品中分离出新型的海洋根瘤菌。印度。通过16SrRNA基因测序鉴定分离的菌株,并确认为根瘤菌属。使用根瘤菌生物合成铜纳米颗粒导致形成尺寸范围为10-50nm的纳米颗粒。纳米粒子表现出铜的面心立方晶体结构,如X射线衍射分析所证实。此外,合成的纳米颗粒对各种致病菌和酵母具有显著的抗菌活性。对金黄色葡萄球菌的抑制活性最高,区域为27±1.00mm,对铜绿假单胞菌的抑制活性最低,区域为22±0.50mm。对白色念珠菌的抑制区域为16±0.60mm。抗生物膜测定和SEM图像证明了抗生物膜对形成生物膜的临床病原体的活性。此外,铜纳米颗粒表现出抗氧化活性,它们对DPPH的清除能力证明了这一点,羟基,一氧化氮,和超氧化物自由基,以及它们在FRAP测定中的还原能力。该研究强调了海洋细菌S.rhizophilaBGNAK1在具有多种应用的铜纳米颗粒的生态友好型生物合成中的潜力。合成的纳米颗粒表现出很有前途的抗生物膜,抗菌,和抗氧化性能,表明它们在医学等各个领域的潜在用途,废水处理,和环境修复。
    Marine microorganisms offer a promising avenue for the eco-friendly synthesis of nanoparticles due to their unique biochemical capabilities and adaptability to various environments. This study focuses on exploring the potential of a marine bacterial species, Stenotrophomonas rhizophila BGNAK1, for the synthesis of biocompatible copper nanoparticles and their application for hindering biofilms formed by monomicrobial species. The study begins with the isolation of the novel marine S. rhizophila species from marine soil samples collected from the West coast region of Kerala, India. The isolated strain is identified through 16S rRNA gene sequencing and confirmed to be S. rhizophila species. Biosynthesis of copper nanoparticles using S. rhizophila results in the formation of nanoparticles with size of range 10-50 nm. The nanoparticles exhibit a face-centered cubic crystal structure of copper, as confirmed by X-Ray Diffraction analysis. Furthermore, the synthesized nanoparticles display significant antimicrobial activity against various pathogenic bacteria and yeast. The highest inhibitory activity was against Staphylococcus aureus with a zone of 27 ± 1.00 mm and the least activity was against Pseudomonas aeruginosa with a zone of 22 ± 0.50 mm. The zone of inhibition against Candida albicans was 16 ± 0.60 mm. The antibiofilm activity against biofilm-forming clinical pathogens was evidenced by the antibiofilm assay and SEM images. Additionally, the copper nanoparticles exhibit antioxidant activity, as evidenced by their scavenging ability against DPPH, hydroxyl, nitric oxide, and superoxide radicals, as well as their reducing power in the FRAP assay. The study highlights the potential of the marine bacterium S. rhizophila BGNAK1 for the eco-friendly biosynthesis of copper nanoparticles with diverse applications. Synthesized nanoparticles exhibit promising antibiofilm, antimicrobial, and antioxidant properties, suggesting their potential utility in various fields such as medicine, wastewater treatment, and environmental remediation.
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  • 文章类型: Journal Article
    在这份报告中,通过使用木质素磺酸钠(NaLS)混合淀粉复合材料(NaLS-淀粉/CuNP)来生产铜纳米颗粒的生态友好型合成。NaLS-淀粉混合水凝胶对于制备Cu纳米颗粒具有显著的还原和稳定潜力。对NaLS-淀粉/CuNPs生物纳米复合材料的表征进行光谱和显微技术分析,包括FE-SEM,TEM,EDS-元素映射,粒度分布,XRD和ICP。TEM图像显示球形结构的NaLS-淀粉/CuNPs,平均5-10nm的大小。应用NaLS-淀粉/CuNP治疗60只Wistar大鼠的诱导烧伤伤口。A组作为对照组。动物用基础治疗,3%四环素和3%NaLS-淀粉/CuNPs持续30天,并根据烧伤创面面积减少以及分子和组织学特征确定治疗效果。一起来看,这些结果支持NaLS-Starch/CuNPs作为可用于烧伤伤口愈合的有效软膏的治疗用途.NaLS-Starch/CuNPs软膏可增加血小板衍生生长因子(PDGF)和成纤维细胞生长因子(bFGF)的水平。平均伤口表面,在接受NaLS-淀粉/CuNPs治疗的所有组中,均大于对照组。
    In this report, eco-friendly synthesis for the production of copper nanoparticles by employing the sodium lignosulfonate (NaLS) mixed starch composite (NaLS-Starch/Cu NPs). NaLS-Starch mixed hydrogel has notable reducing and stabilizing potential for preparation of Cu nanoparticles. Characterization of NaLS-Starch/Cu NPs bionanocomposite was subjected to analysis of spectroscopic and microscopic techniques, including FE-SEM, TEM, EDS-elemental mapping, particle size distribution, XRD and ICP. TEM images displayed the spherical structured NaLS-Starch/Cu NPs, averaging 5-10 nm size. NaLS-Starch/Cu NPs were applied to cure the induced burn wounds in 60 Wistar rats. A group was considered as control group. The animals were treated with basal, tetracycline 3 % and NaLS-Starch/Cu NPs 3 % for 30 days and the treatment efficacy was determined according to the burn wound area reduction and molecular and histological characteristics. Taken together, these results support therapeutic use of NaLS-Starch/Cu NPs as potent ointment that may be proposed for burn wound healing. NaLS-Starch/Cu NPs ointment increased the levels of platelet-derived growth factors (PDGF) and fibroblast growth factor (bFGF). The mean wound surface, in all groups treated by NaLS-Starch/Cu NPs was larger than control group.
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  • 文章类型: Journal Article
    肿瘤引起的牙槽骨缺损,创伤和炎症可导致口腔功能丧失,使义齿修复复杂化。目前,用于修复骨缺损的引导骨再生(GBR)屏障膜由于其降解速率不稳定和抗菌性能差,不能有效促进骨再生。此外,他们需要额外的剪裁植入前。因此,本研究开发了一种可见光固化水凝胶膜(CF-Cu)包含甲基丙烯酸酯化羧甲基壳聚糖(CMCS-MA),丝素蛋白(SF),和铜纳米颗粒(CuNPs)来解决商业膜的这些缺点。CF-Cu水凝胶,通过扫描电子显微镜(SEM)表征,一台万能试验机,以及溶胀和降解测试,表现出光滑的多孔网络结构,合适的溶胀率,生物降解性,和增强的机械强度。体外细胞毒性和溶血试验证明了CF-Cu水凝胶提取物的优异的细胞和血液相容性。此外,体外抗菌性能评价,包括菌落形成单位(CFU)计数,MTT测定,和活/死荧光染色,表明CF-Cu水凝胶表现出优异的抗菌性能,抑制超过80%的金黄色葡萄球菌,S.mutans,和牙龈卟啉单胞菌用CF-1Cu水凝胶与对照组相比。此外,体外评价rBMSCs成骨分化表明CF-1Cu水凝胶显著提高碱性磷酸酶(ALP)活性和细胞外基质矿化,上调成骨相关基因的表达(Runx2,ALP,Col-1,OPN和BSP)。总之,这些结果表明CF-1Cu水凝胶表现出优异的细胞相容性,体外抗菌和成骨特性。因此,CF-1Cu水凝胶具有作为在GBR程序中应用以解决骨缺损的可行材料的潜力。
    Alveolar bone defects caused by tumor, trauma and inflammation can lead to the loss of oral function and complicate denture restoration. Currently, guided bone regeneration (GBR) barrier membranes for repairing bone defect cannot effectively promote bone regeneration due to their unstable degradation rate and poor antibacterial properties. Furthermore, they require additional tailoring before implantation. Therefore, this study developed a visible light-curing hydrogel membrane (CF-Cu) comprising methacrylated carboxymethyl chitosan (CMCS-MA), silk fibroin (SF), and copper nanoparticles (Cu NPs) to address these shortcomings of commercial membranes. The CF-Cu hydrogel, characterized by scanning electron microscopy (SEM), a universal testing machine, and swelling and degradation tests, demonstrated a smooth porous network structure, suitable swelling ratio, biodegradability, and enhanced mechanical strength. Cytotoxicity and hemolysis tests in vitro demonstrated excellent cyto- and hemo-compatibility of the CF-Cu hydrogel extracts. Additionally, evaluation of antibacterial properties in vitro, including colony forming unit (CFU) counts, MTT assays, and live/dead fluorescence staining, showed that the CF-Cu hydrogel exhibited excellent antibacterial properties, inhibiting over 80% of S. aureus, S. mutans, and P. gingivalis with CF-1Cu hydrogel compared to the control group. Moreover, evaluation of osteogenic differentiation of rBMSCs in vitro suggested that the CF-1Cu hydrogel significantly improved alkaline phosphatase (ALP) activity and the mineralization of extracellular matrix, up-regulating the expressions of osteogenesis-related genes (Runx2, ALP, Col-1, OPN and BSP). In summary, these results indicated that CF-1Cu hydrogel exhibited excellent cytocompatibility, antibacterial and osteogenic properties in vitro. Therefore, the CF-1Cu hydrogel holds potential as a viable material for application in GBR procedures aimed at addressing bone defects.
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  • 文章类型: Journal Article
    结肠癌在全球范围内构成了重大的健康挑战,特别是在那些久坐不动的生活方式的发达国家,不良的饮食选择,遗传因素在其流行中起着至关重要的作用。化疗,主要治疗方法,会带来严重的副作用,危及患者的生命。草药提取物如罗勒提取物已显示出对抗癌细胞的有效性。此外,在这些情况下,纳米颗粒可以显着增强药物递送功效。
    本文旨在研究在结肠癌的放化疗中涂覆有ocimumbassilum的铜纳米颗粒的影响,希望为患者创造更少副作用的新治疗选择。
    CuObio-NP是通过将15mL提取物滴加到80mL的5mMCu(OAc)2水溶液中而产生的,然后在100°C下回流2小时。作为加热程序的结果,混合物的颜色逐渐变为深棕色。CuONPs的产生和植物中抗氧化剂酚的供氢活性通过表面等离子体共振激发发出信号,这就是原因。在细胞培养中,用OB提取物处理LS174t结肠癌细胞,CuNPs,和OB包被的CuNPs有和没有不同的辐射水平,以评估细胞活力,通过MTT分析,以及促凋亡BAX和抗凋亡BCL2的表达,通过qPCR检测。
    结果证明了细胞活力和BCL2表达的降低以及BAX表达的增加,特别是当用OB包被的CuNPs处理时,甚至当与放射疗法配对时。
    在进行临床试验研究后,最近的纳米粒子可用于结直肠癌的治疗。
    UNASSIGNED: Colon carcinoma poses a significant health challenge globally, particularly in developed nations where sedentary lifestyles, poor dietary choices, and genetic factors play a crucial role in its prevalence. Chemotherapy, the primary treatment method, carries severe side effects that can jeopardize patients\' lives. Herbal extracts such as Ocimum Basillicum extract have shown effectiveness against cancer cells. Additionally, nanoparticles can significantly enhance drug delivery efficacy in these scenarios.
    UNASSIGNED: This article aims to investigate the impact of copper nanoparticles coated with Ocimum Bassilicum at chemoradiotherapy of Colon Carcinoma to hopefully create new treatment options with fewer side effects for patients.
    UNASSIGNED: CuO bio-NPs were produced by the addition of 15 mL of extract dropwise to 80 mL of a 5 mM Cu (OAc)2 aqueous solution, which was then refluxed for 2 h at 100 °C. The mixture gradually became darker brown in color as a result of the heating procedure. The production of CuO NPs and the hydrogen-donating activity of antioxidant phenols within the plant are signaled by surface plasmon resonance excitation, which is the cause of this. In the cell culture, LS174t colon cancer cells were treated with OB extract, CuNPs, and OB-coated CuNPs with and without different radiation levels in order to assess cell viability, through the MTT assay, and the pro-apoptotic BAX and anti-apoptotic BCL2 expressions, through qPCR assay.
    UNASSIGNED: The results demonstrate a decrease in cell viability and the expression of BCL2 and an increase in the expression of BAX especially when treated with OB-coated CuNPs and even furthermore when paired with radiation therapy.
    UNASSIGNED: After doing the clinical trial studies, the recent nanoparticles can be used for the treatment of Colorectal carcinoma.
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  • 文章类型: Journal Article
    本研究调查了停止治疗后铜纳米颗粒(CuNPs)对小鼠模型睾丸活动的可能影响。对雄性小鼠给予连续CuNP治疗70天,并保持不处理70天。结果表明,即使在停止CuNPs治疗后,在较高剂量(200mg/kg组)下,睾丸损伤持续至140天。精子发生,精子参数,高剂量组的增殖和抗氧化状态受到抑制.然而,在其他CuNPs治疗组中,这些效应也在中等水平观察到,如10mg/kg和100mg/kg。与其他组相比,以更高的剂量刺激细胞凋亡。睾丸激素,在所有CuNPs治疗组中LH水平和AR表达均受到抑制,随着雌激素水平的轻微升高和ERβ表达的上调。生育力数据还显示,在200mg/kg处理组中,所有CuNPs处理组的产仔数最低,均下降。尽管有睾丸,附睾和附属性器官如前列腺,精囊,和输精管,组织结构也显示受损。这是关于即使在治疗终止后CuNPs如何影响小鼠雄性生殖系统的第一份报告。目前的研究还证明了对男性生殖功能的可能负面影响,即使在终止后,在较高剂量的慢性CuNPs暴露下,这种负面影响可能会持续更长的时间。
    The present study investigated the possible effects of copper nanoparticles (CuNPs) after discontinuing treatment on testicular activity in a mouse model. The male mice were given continuous CuNPs treatment for 70 days and left untreated for 70 days. The results show that even after the discontinuation of CuNPs treatment, the testicular impairment was persistent till 140 days at a higher dose (200 mg/kg group). The spermatogenesis, sperm parameters, proliferation and antioxidant status were suppressed in the higher dose groups. However, these effects were also observed at moderate levels in the other CuNPs treated groups, such as at 10 mg/kg and 100 mg/kg. The apoptosis was stimulated at a higher dose compared to the other groups. The testosterone, LH levels and AR expression were suppressed in all the CuNPs treated groups, along with slight elevation in the estrogen levels and up-regulated ERβ expression. The fertility data also showed a decline in all CuNPs treated groups with the lowest litter size in the 200 mg/kg treated group. Despite testis, epididymis and accessory sex organs like prostate, seminal vesicle, and vas deferens, histoarchitecture also showed impairment. This is the first report on how CuNPs affect the male reproductive system in mice even after treatment was terminated. The current study also demonstrated possible negative effects on male reproductive function that might last for longer at higher dosages of chronic CuNPs exposure even after termination.
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  • 文章类型: Journal Article
    用于电磁干扰(EMI)屏蔽的导电聚合物纳米复合材料是重要的材料,可以对抗电子设备和我们周围环境中日益危险的辐射污染。在这项工作中,我们在室温下通过基于铜盐的氧化聚合方法合成了聚苯胺-铜纳米颗粒(PANI-CuNPs),然后在聚苯乙烯聚合物中添加不同浓度(0、1、3和5wt%)形成PS/PANI-Cu纳米复合膜。通过传统的溶液浇铸技术。通过UV/Vis光谱研究形成的PANI-CuNPs,X射线衍射(XRD)透射电子显微镜(TEM)和SEM/EDX元素映射技术。另一方面,通过UV和SEM对制备的PS/PANI-Cu纳米复合薄膜进行了评价,纳米复合材料薄膜的机械性能进行了评估,并显示出通过添加PANI-CuNPs高达3wt%和50kGyγ暴露剂量的改善。研究了PS/PANI-Cu纳米复合薄膜作为电磁干扰屏蔽材料。使用矢量网络分析仪(VNA)和适当的波导,在8至12GHz的射频范围的X波段内测试了所生产纳米复合材料的电磁屏蔽效能。在相同的压力和温度条件下,在50kGy伽马射线辐照前后对所有样品进行了研究。结果表明,纳米复合材料具有改善的屏蔽性能。
    Conductive polymer nanocomposites for electromagnetic interference (EMI) shielding are important materials that can be combat the increasingly dangerous radiation pollution arising from electronic equipment and our surrounding environment. In this work, we have synthesized polyaniline-copper nanoparticles (PANI-Cu NPs) by the copper salt based oxidative polymerization method at room temperature and then added with different concentration (0, 1, 3 and 5 wt%) in polystyrene polymer forming PS/ PANI-Cu nanocomposites films by means of the traditional solution casting technique. The formed PANI-Cu NPs were investigated by UV/Vis spectroscopy, X-ray diffraction (XRD), transmission electron microscopy (TEM) and SEM/EDX elemental mapping techniques. On the other hand, the prepared PS/PANI-Cu nanocomposites films were evaluated by UV and SEM, the mechanical properties of the nanocomposites films were evaluated and showed an improvement by added PANI-Cu NPs up to 3 wt% and 50 kGy gamma exposure dose. The PS/PANI-Cu nanocomposites films were examined as electromagnetic interference shielding material. Electromagnetic shielding effectiveness of the produced nanocomposites were tested in the X-band of the radio frequency range namely from 8 to 12 GHz using the vector network analyzer (VNA) and a proper wave guide. All samples were studied before and after 50 kGy gamma-ray irradiation under the same condition of pressure and temperature. The results showed that the nanocomposites have improved shielding properties.
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  • 文章类型: Journal Article
    本文讨论了通过液相还原法合成铜纳米颗粒,以抗坏血酸为还原剂,CuSO4·5H2O为铜源。合成的铜纳米颗粒尺寸小,均匀分布,大多在100-200nm之间,颗粒之间有清晰的边界,并表现出优异的分散性,使它们适用于金属导电油墨。1.分析了铜纳米颗粒具有良好的抗氧化性能,因为它们的表面涂有PVP和抗坏血酸。这种有机层在某种程度上隔离了颗粒表面与空气的接触,防止氧化,约占总重量的9%。2.当将制备的铜纳米颗粒铺在聚酰亚胺基底上并在250°C下烧结120分钟时,电阻率可低至23.5μΩ·cm,并在350°C下保持30分钟,电阻率仅为块状铜的三倍。3.制备的导电油墨,使用直接书写工具印刷在聚酰亚胺基板上,在烧结前后显示出良好的柔韧性。在300°C下烧结30分钟后,将图案连接到带有二极管灯的电路上,二极管灯成功点亮。4.这种方法产生小尺寸的铜纳米颗粒,分散性好,和抗氧化能力,并且由它们制备的导电油墨在烧结后表现出良好的导电性。
    This text discusses the synthesis of copper nanoparticles via a liquid phase reduction method, using ascorbic acid as a reducing agent and CuSO4·5H2O as the copper source. The synthesized copper nanoparticles are small in size, uniformly distributed, are mostly between 100-200 nm with clear boundaries between particles, and exhibit excellent dispersibility, making them suitable for metal conductive inks. 1. The copper nanoparticles are analyzed for good antioxidation properties, because their surface is coated with PVP and ascorbic acid. This organic layer somewhat isolates the particle surface from contact with air, preventing oxidation, and accounts for about 9% of the total weight. 2. When the prepared copper nanoparticles are spread on a polyimide substrate and sintered at 250 °C for 120 min, the resistivity can be as low as 23.5 μΩ·cm, and at 350 °C for 30 min, the resistivity is only three times that of bulk copper. 3. The prepared conductive ink, printed on a polyimide substrate using a direct writing tool, shows good flexibility before and after sintering. After sintering at 300 °C for 30 min and connecting the pattern to a circuit with a diode lamp, the diode lamp is successfully lit. 4. This method produces copper nanoparticles with small size, good dispersion, and antioxidation capabilities, and the conductive ink prepared from them demonstrates good conductivity after sintering.
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  • 文章类型: Journal Article
    已经研究了伏安电子舌与自定义数据预处理阶段相结合的潜力,以提高机器学习技术在不同经济价值的品种之间快速区分番茄泥的性能。为了这个目标,具有用金纳米颗粒(GNP)修饰的丝网印刷碳电极的传感器阵列,铜纳米颗粒(CNP)和本体金随后用聚(3,4-亚乙基二氧噻吩)(PEDOT)改性,是为了获取要由自定义预处理管道转换的数据,然后由一组常用分类器进行处理。GNP和CNP修饰的电极,根据它们对可溶性单糖的敏感性进行选择,在区分不同品种的样品方面表现出良好的能力。在测试的不同数据分析方法中,线性判别分析(LDA)被证明是特别合适的,获得99.26%的平均F1分数。预处理阶段有利于减少输入特征的数量,降低计算成本,即,要执行的计算操作的数量,整个方法,并有助于未来成本效益高的硬件实现。这些发现证明,将具有适当修改的传感器的多传感平台与开发的自定义预处理方法和LDA相结合,可以在分析问题解决和可靠的化学信息之间进行最佳权衡。以及准确性和计算复杂性。这些结果可以初步设计可以嵌入到低成本便携式设备中的硬件解决方案。
    The potential of a voltametric E-tongue coupled with a custom data pre-processing stage to improve the performance of machine learning techniques for rapid discrimination of tomato purées between cultivars of different economic value has been investigated. To this aim, a sensor array with screen-printed carbon electrodes modified with gold nanoparticles (GNP), copper nanoparticles (CNP) and bulk gold subsequently modified with poly(3,4-ethylenedioxythiophene) (PEDOT), was developed to acquire data to be transformed by a custom pre-processing pipeline and then processed by a set of commonly used classifiers. The GNP and CNP-modified electrodes, selected based on their sensitivity to soluble monosaccharides, demonstrated good ability in discriminating samples of different cultivars. Among the different data analysis methods tested, Linear Discriminant Analysis (LDA) proved to be particularly suitable, obtaining an average F1 score of 99.26%. The pre-processing stage was beneficial in reducing the number of input features, decreasing the computational cost, i.e., the number of computing operations to be performed, of the entire method and aiding future cost-efficient hardware implementation. These findings proved that coupling the multi-sensing platform featuring properly modified sensors with the custom pre-processing method developed and LDA provided an optimal tradeoff between analytical problem solving and reliable chemical information, as well as accuracy and computational complexity. These results can be preliminary to the design of hardware solutions that could be embedded into low-cost portable devices.
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  • 文章类型: Journal Article
    铜纳米粒子(CuNPs)在电子学中有着广泛的应用,化妆品,杀菌剂,以及其他各个领域由于其独特的品质。然而,这种广泛的使用可能会导致环境污染和增加生物体的健康风险。尽管它们普遍使用,对CuNPs的生态影响和生物安全性仍未得到充分理解。本研究旨在深入研究CuNPs对斑马鱼(Daniorerio)胚胎的潜在毒性作用,关注胚胎发育等多个指标,神经毒性,氧化应激,和炎症反应。结果显示死亡率和畸形率显着增加,CuNPs暴露后孵化率和心率均有不同程度的下降。特别是,在浓度为500µg/L的CuNPs下,自发卷尾的频率显着下降。此外,CuNPs暴露诱导GABA信号通路相关基因转录表达的改变(gabra1,gad,abat,和gat1),表明对GABA合成的潜在影响,释放,分解代谢,recovery,和受体结合。此外,CuNPs引发氧化应激,通过超氧化物歧化酶(SOD)的破坏证明,过氧化氢酶(CAT),和谷胱甘肽过氧化物酶(GPx)活性,丙二醛(MDA)水平升高。这种氧化应激随后导致了促炎级联反应,如炎症标志物转录表达增加(IL-1β,tnf-α,il-6和il-8)。与铜离子(以CuCl2提供)暴露的比较分析突出了CuCl2的大多数指数的更显着变化,表明与同等浓度的CuNP相比,毒性更大。总之,这些发现为CuNPs对斑马鱼胚胎发育和神经递质传导的毒性作用提供了有价值的见解。此外,他们提出了评估与CuNPs相关的环境和健康风险的技术方法,有助于更好地了解其生物安全和生态影响。
    Copper nanoparticles (CuNPs) are extensively used in electronics, cosmetics, fungicides, and various other fields due to their distinctive qualities. However, this widespread usage can contribute to environmental contamination and heightened health risks for living organisms. Despite their prevalent use, the ecological impacts and biosafety of CuNPs remain inadequately understood. The present study aims to delve into the potential toxic effects of CuNPs on zebrafish (Danio rerio) embryos, focusing on multiple indexes such as embryonic development, neurotoxicity, oxidative stress, and inflammatory response. The results revealed a notable increase in the death rate and deformity rate, alongside varying degrees of decrease in hatching rate and heart rate following CuNPs exposure. Particularly, the frequency of spontaneous tail coiling significantly declined under exposure to CuNPs at concentrations of 500 µg/L. Furthermore, CuNPs exposure induced alterations in the transcriptional expression of GABA signaling pathway-related genes (gabra1, gad, abat, and gat1), indicating potential impacts on GABA synthesis, release, catabolism, recovery, and receptor binding. Additionally, CuNPs triggered oxidative stress, evidenced by disruption in superoxide dismutase (SOD), catalase (CAT), and glutathione peroxidase (GPx) activities, along with elevated malondialdehyde (MDA) levels. This oxidative stress subsequently led to a proinflammatory cascade, as demonstrated by the increased transcriptional expression of inflammatory markers (il-1β, tnf-α, il-6, and il-8). Comparative analysis with copper ion (provided as CuCl2) exposure highlighted more significant changes in most indexes with CuCl2, indicating greater toxicity compared to CuNPs at equivalent concentrations. In conclusion, these findings provide valuable insights into the toxic effects of CuNPs on zebrafish embryo development and neurotransmitter conduction. Furthermore, they present technical methodologies for assessing environmental and health risks associated with CuNPs, contributing to a better understanding of their biosafety and ecological impact.
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