首页 > 最新文献

Nanoscale Research Letters最新文献

英文 中文
Synergistic photothermal antibacterial efficacy and high biocompatibility of silver-carbon core-shell nanoparticles 银碳核壳纳米粒子的协同光热抗菌效果和高生物相容性
IF 4.1 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-16 DOI: 10.1186/s11671-026-04432-w
Chunning Gu, Li Guo, Ziqian Zhou, Anyuan Shi, Lele Wu, Wei Cheng

Safe and effective antimicrobial treatment strategies are urgently required for the prevention and control of infectious diseases. While silver-based nanoparticles (AgNPs) are currently acknowledged as the most potent metal-based antibacterial agents, their potential cytotoxicity poses a significant barrier to further clinical applications. Herein, we synthesized carbonaceous coated silver nanocore (Ag@C) core-shell nanoparticles and investigated their material properties, biocompatibility, and antibacterial efficacy. The produced Ag@C exhibited a uniform core-shell structure with an overall diameter of 256.40 nm, a shell thickness of 92.20 nm, and a silver core diameter of 67.45 nm. Under irradiation with 808 nm near-infrared (NIR) irradiation, Ag@C demonstrated excellent photothermal conversion efficiency. The results from apoptosis detection via flow cytometry, CCK-8 cytotoxicity assays, and live/dead cell staining using Calcein-AM/PI, collectively indicated that Ag@C displayed no significant cytotoxicity. Hemolysis tests further confirmed the good biocompatibility of Ag@C. Quantitative analysis through plate counting assays revealed that Methicillin-resistant Staphylococcus aureus (MRSA) co-cultured with Ag@C were significantly eradicated by NIR irradiation; this finding was corroborated by bacterial live/dead staining observed under confocal laser scanning microscope (CLSM). Our results indicate that Ag@C combined with photothermal therapy (PTT) exhibits substantial antibacterial effects in vitro while maintaining high biosafety standards, suggesting promising prospects for clinical application.

安全有效的抗菌药物治疗策略是预防和控制传染病的迫切需要。虽然银基纳米颗粒(AgNPs)目前被认为是最有效的金属基抗菌剂,但其潜在的细胞毒性对进一步的临床应用构成了重大障碍。在此,我们合成了碳质包覆银纳米核(Ag@C)核壳纳米粒子,并研究了其材料性能、生物相容性和抗菌效果。制备的Ag@C具有均匀的核壳结构,总直径为256.40 nm,壳厚为92.20 nm,银芯直径为67.45 nm。在808 nm近红外(NIR)照射下,Ag@C表现出优异的光热转换效率。通过流式细胞术检测细胞凋亡,CCK-8细胞毒性试验和Calcein-AM/PI活/死细胞染色的结果共同表明Ag@C没有明显的细胞毒性。溶血试验进一步证实Ag@C具有良好的生物相容性。通过平板计数定量分析发现,近红外照射可显著根除与Ag@C共培养的耐甲氧西林金黄色葡萄球菌(MRSA);在共聚焦激光扫描显微镜(CLSM)下观察的细菌活/死染色证实了这一发现。结果表明,Ag@C联合光热疗法(PTT)体外抗菌效果显著,同时保持较高的生物安全标准,具有良好的临床应用前景。
{"title":"Synergistic photothermal antibacterial efficacy and high biocompatibility of silver-carbon core-shell nanoparticles","authors":"Chunning Gu,&nbsp;Li Guo,&nbsp;Ziqian Zhou,&nbsp;Anyuan Shi,&nbsp;Lele Wu,&nbsp;Wei Cheng","doi":"10.1186/s11671-026-04432-w","DOIUrl":"10.1186/s11671-026-04432-w","url":null,"abstract":"<div><p>Safe and effective antimicrobial treatment strategies are urgently required for the prevention and control of infectious diseases. While silver-based nanoparticles (AgNPs) are currently acknowledged as the most potent metal-based antibacterial agents, their potential cytotoxicity poses a significant barrier to further clinical applications. Herein, we synthesized carbonaceous coated silver nanocore (Ag@C) core-shell nanoparticles and investigated their material properties, biocompatibility, and antibacterial efficacy. The produced Ag@C exhibited a uniform core-shell structure with an overall diameter of 256.40 nm, a shell thickness of 92.20 nm, and a silver core diameter of 67.45 nm. Under irradiation with 808 nm near-infrared (NIR) irradiation, Ag@C demonstrated excellent photothermal conversion efficiency. The results from apoptosis detection via flow cytometry, CCK-8 cytotoxicity assays, and live/dead cell staining using Calcein-AM/PI, collectively indicated that Ag@C displayed no significant cytotoxicity. Hemolysis tests further confirmed the good biocompatibility of Ag@C. Quantitative analysis through plate counting assays revealed that Methicillin-resistant Staphylococcus aureus (MRSA) co-cultured with Ag@C were significantly eradicated by NIR irradiation; this finding was corroborated by bacterial live/dead staining observed under confocal laser scanning microscope (CLSM). Our results indicate that Ag@C combined with photothermal therapy (PTT) exhibits substantial antibacterial effects <i>in vitro</i> while maintaining high biosafety standards, suggesting promising prospects for clinical application.</p></div>","PeriodicalId":51136,"journal":{"name":"Nanoscale Research Letters","volume":"21 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1186/s11671-026-04432-w.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145983044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advanced thermal management for next-generation engineering heat control using magnetized ternary nanofluid transport between two coaxial disks 先进的热管理下一代工程热控制使用磁化三元纳米流体传输之间的两个同轴盘
IF 4.1 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-10 DOI: 10.1186/s11671-025-04428-y
Amal F. Alharbi, Mounirah Areshi, Fida Mohammad, Muhammad Usman

This study investigated the three-dimensional magnetohydrodynamic flow and heat transfer of the ternary nanofluid (Cu–Al₂O₃–TiO₂/water) between two coaxial rotating and stretching disks embedded in a porous medium. The model incorporated magnetic field, viscous dissipation, Forchheimer drag, thermal relaxation, disk stretching, and slip boundary conditions to capture realistic flow and thermal behavior. The governing equations are transformed into nonlinear ordinary differential equations via similarity transformations. The semi-analytical solution is obtained using the Homotopy Analysis Method (HAM). COMSOL Multiphysics (FEM) is employed to simulate the full 3D field by validating the analytical result. A parametric study revealed that the ternary nanofluid exhibited superior momentum and heat transfer compared to hybrid and simple nanofluids. Magnetic field and porous drag suppressed velocities but enhanced thermal accumulation, whereas disk rotation and stretching amplified both velocity and Nusselt number. Slip parameters reduce skin friction and heat transfer, while the Eckert number increases flow resistance and temperature. Excellent agreement between HAM and COMSOL confirmed the reliability of the solutions. The findings provide valuable guidelines for enhanced thermal management in industrial and electronic systems, and the study presented a novel analysis of ternary nanofluid behavior in complex rotating and stretching disk geometries.

本文研究了嵌入多孔介质中的两个同轴旋转和拉伸圆盘之间三元纳米流体(Cu-Al₂O₃-TiO₂/water)的三维磁流体力学流动和传热。该模型结合了磁场、粘性耗散、Forchheimer阻力、热松弛、圆盘拉伸和滑移边界条件,以捕捉真实的流动和热行为。通过相似变换将控制方程转化为非线性常微分方程。利用同伦分析法(HAM)得到了该问题的半解析解。利用COMSOL Multiphysics (FEM)软件进行了全三维场模拟,验证了分析结果。参数化研究表明,与混合纳米流体和简单纳米流体相比,三元纳米流体具有更好的动量和传热性能。磁场和多孔阻力抑制了速度,但增强了热积累,而圆盘旋转和拉伸放大了速度和努塞尔数。滑移参数减少皮肤摩擦和传热,而埃克特数增加流动阻力和温度。HAM和COMSOL之间的良好协议证实了解决方案的可靠性。研究结果为工业和电子系统的热管理提供了有价值的指导,该研究提出了复杂旋转和拉伸磁盘几何结构中三元纳米流体行为的新分析。
{"title":"Advanced thermal management for next-generation engineering heat control using magnetized ternary nanofluid transport between two coaxial disks","authors":"Amal F. Alharbi,&nbsp;Mounirah Areshi,&nbsp;Fida Mohammad,&nbsp;Muhammad Usman","doi":"10.1186/s11671-025-04428-y","DOIUrl":"10.1186/s11671-025-04428-y","url":null,"abstract":"<div><p>This study investigated the three-dimensional magnetohydrodynamic flow and heat transfer of the ternary nanofluid (Cu–Al₂O₃–TiO₂/water) between two coaxial rotating and stretching disks embedded in a porous medium. The model incorporated magnetic field, viscous dissipation, Forchheimer drag, thermal relaxation, disk stretching, and slip boundary conditions to capture realistic flow and thermal behavior. The governing equations are transformed into nonlinear ordinary differential equations via similarity transformations. The semi-analytical solution is obtained using the Homotopy Analysis Method (HAM). COMSOL Multiphysics (FEM) is employed to simulate the full 3D field by validating the analytical result. A parametric study revealed that the ternary nanofluid exhibited superior momentum and heat transfer compared to hybrid and simple nanofluids. Magnetic field and porous drag suppressed velocities but enhanced thermal accumulation, whereas disk rotation and stretching amplified both velocity and Nusselt number. Slip parameters reduce skin friction and heat transfer, while the Eckert number increases flow resistance and temperature. Excellent agreement between HAM and COMSOL confirmed the reliability of the solutions. The findings provide valuable guidelines for enhanced thermal management in industrial and electronic systems, and the study presented a novel analysis of ternary nanofluid behavior in complex rotating and stretching disk geometries.</p></div>","PeriodicalId":51136,"journal":{"name":"Nanoscale Research Letters","volume":"21 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1186/s11671-025-04428-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145930774","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Phytosynthesis of gold nanoparticles from Boerhavia diffusa L. and their antibacterial, antifungal, antioxidant, and anticancer activities 白花草金纳米颗粒的植物合成及其抗菌、抗真菌、抗氧化和抗癌活性
IF 4.1 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-09 DOI: 10.1186/s11671-025-04425-1
Yasmeen Bibi, Zahida Nasreen, Hansa Gul, Nasir Assad, Muhammad Nauman Khan, Dawit Kifle, Muhammad Naeem-Ul-Hassan, Sezai Ercişli

This study explores the green synthesis of gold nanoparticles (AuNPs) using the aqueous extract of Boerhavia diffusa L., a plant known for its medicinal properties. The synthesis of AuNPs was confirmed through UV–Vis spectroscopy, showing a characteristic surface plasmon resonance peak at 551 nm, indicating successful nanoparticle (NPs) formation. The physicochemical properties of the NPs were further analyzed using FTIR, XRD, SEM, and DLS, revealing a crystalline structure, spherical morphology, and an average size of 53.17 ± 0.58 nm. The biogenic AuNPs were evaluated for their antimicrobial, antifungal, antioxidant, and anticancer activities. AuNPs exhibited significant antibacterial effects against Listeria monocytogenes, Bordetella bronchiseptica, and Escherichia coli, with zone of inhibition ranging from 25 to 27 mm. In antifungal assays, AuNPs displayed potent activity against Candida albicans, Aspergillus niger, Cryptococcus neoformans, and Trichophyton rubrum, with inhibition zones between 78 and 86 mm. The antioxidant potential was also demonstrated through DPPH, FRAP, and TPC assays, with AuNPs showing ~ 80% radical scavenging activity. Furthermore, cytotoxicity analysis revealed that AuNPs reduced the viability of HepG2 cancer cells by approximately 39% at 100 µg/mL. These findings highlight the potential of BD@AuNPs as multifunctional nanomaterials for biomedical applications, offering eco-friendly and sustainable alternatives for drug delivery and therapy.

本研究探索了利用白花草(Boerhavia diffusa L.)的水提取物绿色合成金纳米颗粒(AuNPs)的方法。白花草是一种以其药用特性而闻名的植物。通过紫外可见光谱证实了AuNPs的合成,在551 nm处显示出一个特征表面等离子体共振峰,表明纳米颗粒(NPs)成功形成。利用FTIR、XRD、SEM和DLS等手段对NPs的理化性质进行了进一步分析,结果表明NPs具有晶体结构、球形形貌,平均粒径为53.17±0.58 nm。对生物源性AuNPs进行了抗菌、抗真菌、抗氧化和抗癌活性评价。AuNPs对单核增生李斯特菌、支气管杆菌和大肠杆菌具有明显的抑菌作用,抑菌区范围为25 ~ 27 mm。在抗真菌试验中,AuNPs对白色念珠菌、黑曲霉、新型隐球菌和红毛癣菌显示出有效的活性,抑制区在78 ~ 86 mm之间。通过DPPH、FRAP和TPC试验也证明了其抗氧化潜力,其中AuNPs显示出约80%的自由基清除活性。此外,细胞毒性分析显示,在100µg/mL浓度下,AuNPs使HepG2癌细胞的活力降低了约39%。这些发现突出了BD@AuNPs作为生物医学应用的多功能纳米材料的潜力,为药物输送和治疗提供了环保和可持续的替代品。
{"title":"Phytosynthesis of gold nanoparticles from Boerhavia diffusa L. and their antibacterial, antifungal, antioxidant, and anticancer activities","authors":"Yasmeen Bibi,&nbsp;Zahida Nasreen,&nbsp;Hansa Gul,&nbsp;Nasir Assad,&nbsp;Muhammad Nauman Khan,&nbsp;Dawit Kifle,&nbsp;Muhammad Naeem-Ul-Hassan,&nbsp;Sezai Ercişli","doi":"10.1186/s11671-025-04425-1","DOIUrl":"10.1186/s11671-025-04425-1","url":null,"abstract":"<div>\u0000 \u0000 <p>This study explores the green synthesis of gold nanoparticles (AuNPs) using the aqueous extract of <i>Boerhavia diffusa</i> L., a plant known for its medicinal properties. The synthesis of AuNPs was confirmed through UV–Vis spectroscopy, showing a characteristic surface plasmon resonance peak at 551 nm, indicating successful nanoparticle (NPs) formation. The physicochemical properties of the NPs were further analyzed using FTIR, XRD, SEM, and DLS, revealing a crystalline structure, spherical morphology, and an average size of 53.17 ± 0.58 nm. The biogenic AuNPs were evaluated for their antimicrobial, antifungal, antioxidant, and anticancer activities. AuNPs exhibited significant antibacterial effects against <i>Listeria monocytogenes</i>, <i>Bordetella bronchiseptica</i>, and <i>Escherichia coli</i>, with zone of inhibition ranging from 25 to 27 mm. In antifungal assays, AuNPs displayed potent activity against <i>Candida albicans</i>, <i>Aspergillus niger</i>, <i>Cryptococcus neoformans</i>, and <i>Trichophyton rubrum</i>, with inhibition zones between 78 and 86 mm. The antioxidant potential was also demonstrated through DPPH, FRAP, and TPC assays, with AuNPs showing ~ 80% radical scavenging activity. Furthermore, cytotoxicity analysis revealed that AuNPs reduced the viability of HepG2 cancer cells by approximately 39% at 100 µg/mL. These findings highlight the potential of BD@AuNPs as multifunctional nanomaterials for biomedical applications, offering eco-friendly and sustainable alternatives for drug delivery and therapy.</p>\u0000 </div>","PeriodicalId":51136,"journal":{"name":"Nanoscale Research Letters","volume":"21 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1186/s11671-025-04425-1.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145930293","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nanoparticles in HIV treatment for improved drug delivery, clinical translation, and future direction 纳米颗粒在HIV治疗中改善药物传递、临床转化和未来方向
IF 4.1 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-08 DOI: 10.1186/s11671-025-04427-z
Swase Dominic Terkimbi, Reuben Samson Dangana, Solomon Adomi Mbina, Ugwu Okechukwu Paul-Chima, Patrick Maduabuchi Aja, Regan Mujinya

HIV remains a major global health challenge with antiretroviral therapy (ART) effectively suppressing viral replication. However traditional ART does not eliminate viral reservoirs and is limited by systemic toxicity, long-term adherence burdens, and incomplete tissue penetration. These limitations highlight an important scientific problem in the inability of conventional ART to achieve durable remission or cure. Nanoparticle-mediated drug delivery systems have emerged as a transformative approach to address these limitations by improving drug solubility, stability, and targeted delivery to infected cells and viral sanctuaries such as the brain, lymphoid organs, and gastrointestinal mucosa. Different nanocarrier platforms including liposomes, polymeric nanoparticles, dendrimers, and lipid-based vesicles enable both passive and active targeting strategies. Functionalization with ligands such as antibodies, peptides, aptamers, and sugar moieties enhance cellular uptake, reduces off-target effects, and optimizes pharmacokinetics and biodistribution. Controlled-release formulations extend drug half-life and reduce dosing frequency, supporting long-acting regimens. Beyond drug delivery, nanoparticles also facilitate immunomodulatory therapies, therapeutic vaccines, and advanced gene-editing technologies such as CRISPR–Cas9. The convergence of nanotechnology, mRNA platforms, and artificial intelligence-driven drug development represents a paradigm shift toward individualized and precision HIV treatment. Despite these advances, significant translational challenges remain, including nanotoxicity, long-term safety, large-scale GMP manufacturing, regulatory barriers, and cost-effectiveness. Addressing these barriers is essential to unlock the full potential of nanoparticle-based strategies and translate them into equitable and sustainable clinical solutions.

艾滋病毒仍然是一个主要的全球健康挑战,抗逆转录病毒疗法(ART)有效地抑制病毒复制。然而,传统的抗逆转录病毒疗法并不能消除病毒库,而且受到全身毒性、长期依从性负担和不完全组织渗透的限制。这些限制突出了一个重要的科学问题,即传统的抗逆转录病毒治疗无法实现持久的缓解或治愈。纳米颗粒介导的药物传递系统已经成为一种变革性的方法,通过改善药物的溶解度、稳定性和靶向递送到感染细胞和病毒避难所(如大脑、淋巴器官和胃肠道粘膜)来解决这些局限性。不同的纳米载体平台,包括脂质体、聚合纳米颗粒、树突状分子和基于脂质的囊泡,可以实现被动和主动靶向策略。配体功能化如抗体、多肽、适体和糖块增强细胞摄取,减少脱靶效应,优化药代动力学和生物分布。控释制剂延长药物半衰期,减少给药频率,支持长效方案。除了药物输送,纳米颗粒还促进免疫调节疗法、治疗性疫苗和先进的基因编辑技术,如CRISPR-Cas9。纳米技术、mRNA平台和人工智能驱动的药物开发的融合代表了向个体化和精确治疗HIV的范式转变。尽管取得了这些进展,但仍存在重大的转化挑战,包括纳米毒性、长期安全性、大规模GMP生产、监管障碍和成本效益。解决这些障碍对于释放基于纳米颗粒的战略的全部潜力并将其转化为公平和可持续的临床解决方案至关重要。
{"title":"Nanoparticles in HIV treatment for improved drug delivery, clinical translation, and future direction","authors":"Swase Dominic Terkimbi,&nbsp;Reuben Samson Dangana,&nbsp;Solomon Adomi Mbina,&nbsp;Ugwu Okechukwu Paul-Chima,&nbsp;Patrick Maduabuchi Aja,&nbsp;Regan Mujinya","doi":"10.1186/s11671-025-04427-z","DOIUrl":"10.1186/s11671-025-04427-z","url":null,"abstract":"<p>HIV remains a major global health challenge with antiretroviral therapy (ART) effectively suppressing viral replication. However traditional ART does not eliminate viral reservoirs and is limited by systemic toxicity, long-term adherence burdens, and incomplete tissue penetration. These limitations highlight an important scientific problem in the inability of conventional ART to achieve durable remission or cure. Nanoparticle-mediated drug delivery systems have emerged as a transformative approach to address these limitations by improving drug solubility, stability, and targeted delivery to infected cells and viral sanctuaries such as the brain, lymphoid organs, and gastrointestinal mucosa. Different nanocarrier platforms including liposomes, polymeric nanoparticles, dendrimers, and lipid-based vesicles enable both passive and active targeting strategies. Functionalization with ligands such as antibodies, peptides, aptamers, and sugar moieties enhance cellular uptake, reduces off-target effects, and optimizes pharmacokinetics and biodistribution. Controlled-release formulations extend drug half-life and reduce dosing frequency, supporting long-acting regimens. Beyond drug delivery, nanoparticles also facilitate immunomodulatory therapies, therapeutic vaccines, and advanced gene-editing technologies such as CRISPR–Cas9. The convergence of nanotechnology, mRNA platforms, and artificial intelligence-driven drug development represents a paradigm shift toward individualized and precision HIV treatment. Despite these advances, significant translational challenges remain, including nanotoxicity, long-term safety, large-scale GMP manufacturing, regulatory barriers, and cost-effectiveness. Addressing these barriers is essential to unlock the full potential of nanoparticle-based strategies and translate them into equitable and sustainable clinical solutions.</p>","PeriodicalId":51136,"journal":{"name":"Nanoscale Research Letters","volume":"21 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1186/s11671-025-04427-z.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145930691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Antibacterial properties of polydopamine-modified ZnO nanoparticles composite films for oral therapeutic applications 口服多胺修饰ZnO纳米复合膜的抗菌性能研究。
IF 4.1 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-06 DOI: 10.1186/s11671-025-04421-5
Lei Jin, Junping Fan, Xin Zhu, Shen Wang, Yaoxi Yang, Dongfang Li

In this work, a solvent evaporation casting approach was used to prepare ZnO@PDA/Zein nanocomposite films, where polydopamine-modified zinc oxide nanoparticles (ZnO@PDA NPs) were incorporated into a zein matrix as the film-forming agent. This nanocomposite film adhered uniformly to the surface of oral therapeutic instruments and exhibited good antibacterial effects. At a doping concentration of 1.2 mg/mL, the film exhibited an antibacterial effect against Gram-negative bacteria such as Escherichia coli (E. coli), and at a doping concentration of 0.6 mg/mL, the film exhibited antibacterial effects against Gram-positive bacteria such as Staphylococcus aureus (S. aureus) and Streptococcus mutans (S. mutans), along with good biocompatibility. This study introduces a novel ZnO@PDA/Zein nanocomposite film with enhanced antibacterial efficacy and biocompatibility, offering a promising solution for preventing biofilm formation on oral therapeutic instruments.

在这项工作中,采用溶剂蒸发铸造方法制备ZnO@PDA/Zein纳米复合膜,其中聚多巴胺修饰的氧化锌纳米颗粒(ZnO@PDA NPs)作为成膜剂掺入玉米蛋白基质中。该纳米复合膜均匀粘附于口腔治疗仪表面,具有良好的抗菌效果。在掺杂浓度为1.2 mg/mL时,膜对大肠杆菌(E. coli)等革兰氏阴性菌具有抗菌作用;在掺杂浓度为0.6 mg/mL时,膜对金黄色葡萄球菌(S. aureus)和变形链球菌(S. mutans)等革兰氏阳性菌具有抗菌作用,且具有良好的生物相容性。本研究介绍了一种新型的ZnO@PDA/Zein纳米复合膜,具有较强的抗菌效果和生物相容性,为防止口腔治疗器械上生物膜的形成提供了一种有前景的解决方案。
{"title":"Antibacterial properties of polydopamine-modified ZnO nanoparticles composite films for oral therapeutic applications","authors":"Lei Jin,&nbsp;Junping Fan,&nbsp;Xin Zhu,&nbsp;Shen Wang,&nbsp;Yaoxi Yang,&nbsp;Dongfang Li","doi":"10.1186/s11671-025-04421-5","DOIUrl":"10.1186/s11671-025-04421-5","url":null,"abstract":"<div><p>In this work, a solvent evaporation casting approach was used to prepare ZnO@PDA/Zein nanocomposite films, where polydopamine-modified zinc oxide nanoparticles (ZnO@PDA NPs) were incorporated into a zein matrix as the film-forming agent. This nanocomposite film adhered uniformly to the surface of oral therapeutic instruments and exhibited good antibacterial effects. At a doping concentration of 1.2 mg/mL, the film exhibited an antibacterial effect against Gram-negative bacteria such as <i>Escherichia coli (E. coli)</i>, and at a doping concentration of 0.6 mg/mL, the film exhibited antibacterial effects against Gram-positive bacteria such as <i>Staphylococcus aureus (S. aureus)</i> and <i>Streptococcus mutans (S. mutans)</i>, along with good biocompatibility. This study introduces a novel ZnO@PDA/Zein nanocomposite film with enhanced antibacterial efficacy and biocompatibility, offering a promising solution for preventing biofilm formation on oral therapeutic instruments.</p></div>","PeriodicalId":51136,"journal":{"name":"Nanoscale Research Letters","volume":"21 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1186/s11671-025-04421-5.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145914136","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Eco-friendly synthesis of titanium dioxide nanoparticles from Cocos nucifera for improved photocatalytic and antimicrobial applications 以椰子为原料环保合成二氧化钛纳米粒子,改善其光催化和抗菌应用。
IF 4.1 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-06 DOI: 10.1186/s11671-025-04426-0
Yuvaraj Tamilselvi, Kanagasabapathy Sivasubramanian, Loganathan Lingeshwaran, Palanivel Velmurugan, Anurag Sureshbabu, Vanga Dharma Teja, Kishore Kumar, Jeyanthi Rebecca Livingstone, Anbuselvi Stalin Selvaraj, Devasagaya Daisy, Sivanraju Rajkumar

TiO2 nanoparticles were synthesized using Cocos nucifera pollen extract through an eco-friendly green approach and evaluated for their multifunctional properties. XRD confirmed a crystallite size of 17.4 nm, while HRTEM showed particle sizes ranging from 5 to 100 nm. The biogenic TiO2 NPs exhibited strong photocatalytic degradation of methylene blue, achieving 97.8% efficiency under sunlight and 98.5% under UV within 180 min. They also demonstrated significant antibacterial activity against Staphylococcus aureus (23.0 mm) and Escherichia coli (29.5 mm), along with biofilm inhibition rates of 86.57% and 70.34%, respectively. The study highlights the novelty of using Cocos nucifera pollen as a biogenic reducing agent and demonstrates the potential of the synthesized nanoparticles for wastewater treatment and antimicrobial applications.

Graphical abstract

采用绿色环保的方法,以椰果花粉提取物为原料合成了TiO2纳米颗粒,并对其多功能性能进行了评价。XRD证实晶粒尺寸为17.4 nm, HRTEM显示晶粒尺寸在5 ~ 100 nm之间。生物源TiO2 NPs对亚甲基蓝具有较强的光催化降解能力,在日光下降解效率为97.8%,在紫外线下降解效率为98.5%。对金黄色葡萄球菌(23.0 mm)和大肠杆菌(29.5 mm)均表现出明显的抑菌活性,生物膜抑制率分别为86.57%和70.34%。该研究强调了利用椰果花粉作为生物还原剂的新颖性,并展示了合成的纳米颗粒在废水处理和抗菌应用方面的潜力。
{"title":"Eco-friendly synthesis of titanium dioxide nanoparticles from Cocos nucifera for improved photocatalytic and antimicrobial applications","authors":"Yuvaraj Tamilselvi,&nbsp;Kanagasabapathy Sivasubramanian,&nbsp;Loganathan Lingeshwaran,&nbsp;Palanivel Velmurugan,&nbsp;Anurag Sureshbabu,&nbsp;Vanga Dharma Teja,&nbsp;Kishore Kumar,&nbsp;Jeyanthi Rebecca Livingstone,&nbsp;Anbuselvi Stalin Selvaraj,&nbsp;Devasagaya Daisy,&nbsp;Sivanraju Rajkumar","doi":"10.1186/s11671-025-04426-0","DOIUrl":"10.1186/s11671-025-04426-0","url":null,"abstract":"<div><p>TiO<sub>2</sub> nanoparticles were synthesized using Cocos nucifera pollen extract through an eco-friendly green approach and evaluated for their multifunctional properties. XRD confirmed a crystallite size of 17.4 nm, while HRTEM showed particle sizes ranging from 5 to 100 nm. The biogenic TiO<sub>2</sub> NPs exhibited strong photocatalytic degradation of methylene blue, achieving 97.8% efficiency under sunlight and 98.5% under UV within 180 min. They also demonstrated significant antibacterial activity against Staphylococcus aureus (23.0 mm) and Escherichia coli (29.5 mm), along with biofilm inhibition rates of 86.57% and 70.34%, respectively. The study highlights the novelty of using Cocos nucifera pollen as a biogenic reducing agent and demonstrates the potential of the synthesized nanoparticles for wastewater treatment and antimicrobial applications.</p><h3>Graphical abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":51136,"journal":{"name":"Nanoscale Research Letters","volume":"21 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1186/s11671-025-04426-0.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145914139","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Green synthesis of silver nanoparticles from Elaeagnus angustifolia extract: characterization and evaluation of antibacterial and cytotoxic properties 绿色合成细叶参提取物纳米银的研究:抗菌和细胞毒性的表征和评价。
IF 4.1 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-05 DOI: 10.1186/s11671-025-04423-3
Ayse Baran, Vajihe Ghorbanzadeh, Yusuf Doğan, Elham Ahmadian, Parvin Zulfugarova, Ali Jimale Mohamed

Background

Current medical problems are complex and require a new approach. Nanomaterials can address these complications. Silver nanoparticles (AgNPs), in particular green-synthetized particles, because of their unique properties have attract the attention of scientist. The objective of this work deals with using Elaeagnus angustifolia (EA) leaf extract as a reducing agent for biofabrication of AgNPs and investigation of its antibacterial and anti-cancer properties.

Method

UV–Visible spectroscopy (UV–Vis), X-ray diffraction (XRD), Fourier-transform infrared spectroscopy (FTIR), field emission scanning electron microscopy (FESEM), transmission Electron Microscopy (TEM), Scanning-Transmission Electron Microscope (STEM) and atomic force microscopy (AFM) techniques were used for characterization of the biosynthesized AgNPs. Antimicrobial efficacy was measured through disk diffusion and minimum inhibitory concentration (MIC) methods, while cytotoxic effects on PC-3 cancer cells were evaluated using the MTT assay.

Result

The biosynthesized AgNPs exhibited a strong surface plasmon resonance peak at approximately 441 nm, confirming successful synthesis. XRD analysis indicated a face-centered cubic structure, with crystallite sizes 27.04 nm. Antibacterial tests revealed significant activity against E. coli and K. pneumoniae, with AgNPs demonstrating comparable efficacy to standard antibiotics. In particular, AgNPs demonstrated successful activity on E. coli with an MIC value of 113.24 ± 14.36 and an inhibition zone of 24.32 ± 1.25 mm, comparable to standard antibiotics Furthermore, the AgNPs displayed notable cytotoxic effects on PC-3 cells, with an IC50 value of 58.77 µg/mL.

Conclusion

The results explore the potential of leaf extract of Elaeagnus angustifolia as an effective agent for the green synthesis of AgNPs that have significant antibacterial properties. This study supports the application of green synthesis in medical therapies.

背景:当前的医学问题是复杂的,需要一个新的方法。纳米材料可以解决这些问题。银纳米粒子,特别是绿色合成的银纳米粒子,因其独特的性质引起了科学家们的广泛关注。本文研究了以柞蚕(Elaeagnus angustifolia, EA)叶提取物为还原剂制备AgNPs,并研究了其抗菌和抗癌性能。方法:采用紫外可见光谱(UV-Vis)、x射线衍射(XRD)、傅里叶变换红外光谱(FTIR)、场发射扫描电镜(FESEM)、透射电镜(TEM)、扫描透射电镜(STEM)和原子力显微镜(AFM)等技术对生物合成的AgNPs进行表征。采用纸片扩散法和最小抑制浓度法(MIC)检测其抑菌效果,MTT法检测其对PC-3癌细胞的细胞毒作用。结果:生物合成的AgNPs在约441 nm处表现出强烈的表面等离子体共振峰,证实了合成成功。XRD分析表明其为面心立方结构,晶粒尺寸为27.04 nm。抗菌试验显示,AgNPs对大肠杆菌和肺炎克雷伯菌具有显著活性,其效果与标准抗生素相当。AgNPs对大肠杆菌的MIC值为113.24±14.36,抑制区为24.32±1.25 mm,与标准抗生素相当。AgNPs对PC-3细胞具有显著的细胞毒性,IC50值为58.77µg/mL。结论:研究结果表明,细叶参叶提取物可作为绿色合成抗菌活性较强的AgNPs的有效药物。本研究为绿色合成技术在医学治疗中的应用提供了依据。
{"title":"Green synthesis of silver nanoparticles from Elaeagnus angustifolia extract: characterization and evaluation of antibacterial and cytotoxic properties","authors":"Ayse Baran,&nbsp;Vajihe Ghorbanzadeh,&nbsp;Yusuf Doğan,&nbsp;Elham Ahmadian,&nbsp;Parvin Zulfugarova,&nbsp;Ali Jimale Mohamed","doi":"10.1186/s11671-025-04423-3","DOIUrl":"10.1186/s11671-025-04423-3","url":null,"abstract":"<div><h3>Background</h3><p>Current medical problems are complex and require a new approach. Nanomaterials can address these complications. Silver nanoparticles (AgNPs), in particular green-synthetized particles, because of their unique properties have attract the attention of scientist. The objective of this work deals with using <i>Elaeagnus angustifolia</i> (EA) leaf extract as a reducing agent for biofabrication of AgNPs and investigation of its antibacterial and anti-cancer properties.</p><h3>Method</h3><p>UV–Visible spectroscopy (UV–Vis), X-ray diffraction (XRD), Fourier-transform infrared spectroscopy (FTIR), field emission scanning electron microscopy (FESEM), transmission Electron Microscopy (TEM), Scanning-Transmission Electron Microscope (STEM) and atomic force microscopy (AFM) techniques were used for characterization of the biosynthesized AgNPs. Antimicrobial efficacy was measured through disk diffusion and minimum inhibitory concentration (MIC) methods, while cytotoxic effects on PC-3 cancer cells were evaluated using the MTT assay.</p><h3>Result</h3><p>The biosynthesized AgNPs exhibited a strong surface plasmon resonance peak at approximately 441 nm, confirming successful synthesis. XRD analysis indicated a face-centered cubic structure, with crystallite sizes 27.04 nm. Antibacterial tests revealed significant activity against <i>E. coli</i> and <i>K. pneumoniae</i>, with AgNPs demonstrating comparable efficacy to standard antibiotics. In particular, AgNPs demonstrated successful activity on <i>E. coli</i> with an MIC value of 113.24 ± 14.36 and an inhibition zone of 24.32 ± 1.25 mm, comparable to standard antibiotics Furthermore, the AgNPs displayed notable cytotoxic effects on PC-3 cells, with an IC<sub>50</sub> value of 58.77 µg/mL.</p><h3>Conclusion</h3><p>The results explore the potential of leaf extract of <i>Elaeagnus angustifolia</i> as an effective agent for the green synthesis of AgNPs that have significant antibacterial properties. This study supports the application of green synthesis in medical therapies.</p></div>","PeriodicalId":51136,"journal":{"name":"Nanoscale Research Letters","volume":"21 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12770042/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145901710","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Harnessing albumin’s natural tumor-targeting properties: nanoplatform strategies for triple-negative breast cancer therapy 利用白蛋白的天然肿瘤靶向特性:纳米平台策略用于三阴性乳腺癌治疗。
IF 4.1 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-05 DOI: 10.1186/s11671-025-04411-7
Mujibullah Sheikh, Deepak Khobragade, Aashita Sakore, Umesh Telrandhe

Triple-negative breast cancer (TNBC) represents the most aggressive breast cancer subtype and is characterized by the absence of estrogen receptor, progesterone receptor, and HER2 expression; this subtype affects approximately 12–20% of all breast cancer cases, with a disproportionately poor prognosis and limited therapeutic options. The lack of targetable receptors excludes TNBC patients from hormone therapy and HER2-targeted treatments, resulting in the use of chemotherapy as the primary intervention, which is often associated with severe systemic toxicity and drug resistance. Albumin-based nanoplatforms have emerged as promising solutions to address these therapeutic challenges by exploiting the inherent biocompatibility, biodegradability, extended circulation half-life, and natural tumor-targeting properties of albumin through interactions with gp60 and SPARC receptors that are overexpressed in TNBC tissues. This comprehensive review examines the molecular design principles, fabrication strategies, and targeting mechanisms of albumin nanocarriers, including passive targeting via the enhanced permeability and retention (EPR) effect and active targeting through receptor‒ligand interactions with uPAR, EGFR, CD44, CXCR4, and folate receptors. We analyze diverse therapeutic payloads, including conventional chemotherapeutics (paclitaxel, doxorubicin, and docetaxel), natural products (curcumin and resveratrol), and molecular therapeutics (siRNAs and CRISPR/Cas9) delivered via albumin nanoplatforms. The clinical evidence supporting nab-paclitaxel in combination with immune checkpoint inhibitors has demonstrated significant improvements in progression-free survival and objective response rates in PD-L1-positive mTNBC patients, whereas real-world studies have confirmed manageable safety profiles. However, several challenges remain, including drug loading limitations, nanocarrier stability under physiological conditions, interpatient variability in EPR effectiveness, potential immunogenicity of modified albumin, and the inherent molecular heterogeneity of TNBC subtypes, which may require personalized approaches. Future directions emphasize the development of multistimuli-responsive albumin nanocarriers, integration with gene editing and immunotherapy, artificial intelligence-guided design optimization, and precision medicine strategies tailored to individual tumor profiles. The convergence of the natural tumor affinity of albumin with advanced nanotechnology holds substantial promise for overcoming drug resistance, enhancing therapeutic specificity, and improving clinical outcomes in TNBC patients, positioning albumin-based nanomedicine as a transformative approach in precision oncology.

Graphical abstract

三阴性乳腺癌(TNBC)是最具侵袭性的乳腺癌亚型,其特征是缺乏雌激素受体、孕激素受体和HER2的表达;该亚型约占所有乳腺癌病例的12-20%,预后异常差,治疗选择有限。由于缺乏可靶向受体,TNBC患者无法接受激素治疗和her2靶向治疗,导致化疗作为主要干预手段,而化疗往往伴有严重的全身毒性和耐药性。通过利用白蛋白固有的生物相容性、生物降解性、延长循环半衰期以及通过与TNBC组织中过表达的gp60和SPARC受体相互作用的白蛋白天然肿瘤靶向特性,基于白蛋白的纳米平台成为解决这些治疗挑战的有希望的解决方案。本文综述了白蛋白纳米载体的分子设计原理、制造策略和靶向机制,包括通过增强渗透性和滞留性(EPR)效应进行被动靶向,以及通过与uPAR、EGFR、CD44、CXCR4和叶酸受体的受体配体相互作用进行主动靶向。我们分析了不同的治疗有效载荷,包括常规化疗药物(紫杉醇、阿霉素和多西紫杉醇)、天然产物(姜黄素和白藜芦醇)和通过白蛋白纳米平台传递的分子治疗药物(sirna和CRISPR/Cas9)。支持nab-紫杉醇联合免疫检查点抑制剂的临床证据表明,pd - l1阳性mTNBC患者的无进展生存期和客观缓解率显著提高,而现实世界的研究已经证实了可控的安全性。然而,仍然存在一些挑战,包括药物负载限制,生理条件下纳米载体的稳定性,EPR有效性的患者间变异性,修饰白蛋白的潜在免疫原性,以及TNBC亚型固有的分子异质性,这些可能需要个性化的方法。未来的发展方向强调多刺激反应白蛋白纳米载体的发展,与基因编辑和免疫治疗的结合,人工智能引导的设计优化,以及针对个体肿瘤特征的精准医疗策略。白蛋白的天然肿瘤亲和性与先进纳米技术的结合,为克服耐药、增强治疗特异性和改善TNBC患者的临床结果带来了巨大的希望,将白蛋白纳米医学定位为精准肿瘤学的一种变革方法。
{"title":"Harnessing albumin’s natural tumor-targeting properties: nanoplatform strategies for triple-negative breast cancer therapy","authors":"Mujibullah Sheikh,&nbsp;Deepak Khobragade,&nbsp;Aashita Sakore,&nbsp;Umesh Telrandhe","doi":"10.1186/s11671-025-04411-7","DOIUrl":"10.1186/s11671-025-04411-7","url":null,"abstract":"<div><p>Triple-negative breast cancer (TNBC) represents the most aggressive breast cancer subtype and is characterized by the absence of estrogen receptor, progesterone receptor, and HER2 expression; this subtype affects approximately 12–20% of all breast cancer cases, with a disproportionately poor prognosis and limited therapeutic options. The lack of targetable receptors excludes TNBC patients from hormone therapy and HER2-targeted treatments, resulting in the use of chemotherapy as the primary intervention, which is often associated with severe systemic toxicity and drug resistance. Albumin-based nanoplatforms have emerged as promising solutions to address these therapeutic challenges by exploiting the inherent biocompatibility, biodegradability, extended circulation half-life, and natural tumor-targeting properties of albumin through interactions with gp60 and SPARC receptors that are overexpressed in TNBC tissues. This comprehensive review examines the molecular design principles, fabrication strategies, and targeting mechanisms of albumin nanocarriers, including passive targeting via the enhanced permeability and retention (EPR) effect and active targeting through receptor‒ligand interactions with uPAR, EGFR, CD44, CXCR4, and folate receptors. We analyze diverse therapeutic payloads, including conventional chemotherapeutics (paclitaxel, doxorubicin, and docetaxel), natural products (curcumin and resveratrol), and molecular therapeutics (siRNAs and CRISPR/Cas9) delivered via albumin nanoplatforms. The clinical evidence supporting nab-paclitaxel in combination with immune checkpoint inhibitors has demonstrated significant improvements in progression-free survival and objective response rates in PD-L1-positive mTNBC patients, whereas real-world studies have confirmed manageable safety profiles. However, several challenges remain, including drug loading limitations, nanocarrier stability under physiological conditions, interpatient variability in EPR effectiveness, potential immunogenicity of modified albumin, and the inherent molecular heterogeneity of TNBC subtypes, which may require personalized approaches. Future directions emphasize the development of multistimuli-responsive albumin nanocarriers, integration with gene editing and immunotherapy, artificial intelligence-guided design optimization, and precision medicine strategies tailored to individual tumor profiles. The convergence of the natural tumor affinity of albumin with advanced nanotechnology holds substantial promise for overcoming drug resistance, enhancing therapeutic specificity, and improving clinical outcomes in TNBC patients, positioning albumin-based nanomedicine as a transformative approach in precision oncology.</p><h3>Graphical abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":51136,"journal":{"name":"Nanoscale Research Letters","volume":"21 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12770113/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145901715","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhanced plasmonic biosensors with machine learning for ultra-sensitive detection 增强等离子体生物传感器与机器学习超灵敏检测
IF 4.1 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-04 DOI: 10.1186/s11671-025-04422-4
M. Sahaya Sheela, A. Ponraj, S. Kumarganesh, B. Thiyaneswaran, P. Rishabavarthani, I. Rajesh, Binay Kumar Pandey, Digvijay Pandey, Mesfin Esayas Lelisho

Plasmonic biosensors, particularly Surface Plasmon Resonance and Surface-Enhanced Raman Spectroscopy, have gained significant attention for real-time, label-free biochemical detection. However, optimizing these sensors for maximum sensitivity and selectivity remains a challenge due to their complex plasmonic interactions with different biomolecules. This work proposes SERA, an AI driven framework that integrates machine learning algorithms with experimental Surface-Enhanced Raman Spectroscopy (SERS) data for the predictive modeling and optimization of plasmonic sensing performance. Using supervised learning techniques, the ML models are trained on a spectral dataset - SERS-DB obtained from various plasmonic nanostructures. The model predicts key parameters such as resonance shift, intensity variations, and molecular binding efficiency, allowing for rapid optimization of biosensor designs without extensive trial-and-error experimentation. This approach accelerates plasmonic biosensor development and enables real-time adaptive sensing based on live data. The results through evaluation on the SERS-DB database with 420 samples for training and 180 for the testing phase, 6 classes like Thiacloprid, Imidacloprid, Thiamethoxam, Nitenpyram, Tetrahydrofolate, and Dihydrofolate, an accuracy of 92%, precision & recall of 90%, and F1-score of 92% were attained. The SERA model excelled with an overall score of around 0.90 in all 6 classes, proving additional superiority in biosensing applications. Further comparative analysis of the proposed approach with conventional methods underscores the best performance in accuracy with 92%, sensitivity, 1000 nm/RIU, and 95% in optimization efficiency. Overall, this research highlights a scalable and cost-effective strategy for advancing biosensor technology in medical diagnostics, environmental monitoring, and bio photonics.

等离子体生物传感器,特别是表面等离子体共振和表面增强拉曼光谱,在实时、无标记的生化检测中获得了极大的关注。然而,优化这些传感器以获得最大的灵敏度和选择性仍然是一个挑战,因为它们与不同生物分子的复杂等离子体相互作用。这项工作提出了SERA,这是一个人工智能驱动的框架,将机器学习算法与实验表面增强拉曼光谱(SERS)数据集成在一起,用于等离子体传感性能的预测建模和优化。使用监督学习技术,机器学习模型在从各种等离子体纳米结构获得的光谱数据集- SERS-DB上进行训练。该模型预测了共振位移、强度变化和分子结合效率等关键参数,允许快速优化生物传感器设计,而无需进行大量的试错实验。这种方法加速了等离子体生物传感器的发展,并实现了基于实时数据的实时自适应传感。通过对训练期420个样本、测试期180个样本的sds - db数据库进行评估,获得噻虫啉、吡虫啉、噻虫嗪、硝吡仑、四氢叶酸、二氢叶酸6个类别,准确率为92%,精密度和召回率为90%,f1评分为92%。SERA模型在所有6门课程中都以0.90左右的总分表现出色,在生物传感应用中证明了额外的优势。通过与传统方法的对比分析,该方法的准确度为92%,灵敏度为1000 nm/RIU,优化效率为95%。总的来说,这项研究强调了在医学诊断、环境监测和生物光子学方面推进生物传感器技术的可扩展和成本效益策略。
{"title":"Enhanced plasmonic biosensors with machine learning for ultra-sensitive detection","authors":"M. Sahaya Sheela,&nbsp;A. Ponraj,&nbsp;S. Kumarganesh,&nbsp;B. Thiyaneswaran,&nbsp;P. Rishabavarthani,&nbsp;I. Rajesh,&nbsp;Binay Kumar Pandey,&nbsp;Digvijay Pandey,&nbsp;Mesfin Esayas Lelisho","doi":"10.1186/s11671-025-04422-4","DOIUrl":"10.1186/s11671-025-04422-4","url":null,"abstract":"<div><p>Plasmonic biosensors, particularly Surface Plasmon Resonance and Surface-Enhanced Raman Spectroscopy, have gained significant attention for real-time, label-free biochemical detection. However, optimizing these sensors for maximum sensitivity and selectivity remains a challenge due to their complex plasmonic interactions with different biomolecules. This work proposes SERA, an AI driven framework that integrates machine learning algorithms with experimental Surface-Enhanced Raman Spectroscopy (SERS) data for the predictive modeling and optimization of plasmonic sensing performance. Using supervised learning techniques, the ML models are trained on a spectral dataset - SERS-DB obtained from various plasmonic nanostructures. The model predicts key parameters such as resonance shift, intensity variations, and molecular binding efficiency, allowing for rapid optimization of biosensor designs without extensive trial-and-error experimentation. This approach accelerates plasmonic biosensor development and enables real-time adaptive sensing based on live data. The results through evaluation on the SERS-DB database with 420 samples for training and 180 for the testing phase, 6 classes like Thiacloprid, Imidacloprid, Thiamethoxam, Nitenpyram, Tetrahydrofolate, and Dihydrofolate, an accuracy of 92%, precision &amp; recall of 90%, and F1-score of 92% were attained. The SERA model excelled with an overall score of around 0.90 in all 6 classes, proving additional superiority in biosensing applications. Further comparative analysis of the proposed approach with conventional methods underscores the best performance in accuracy with 92%, sensitivity, 1000 nm/RIU, and 95% in optimization efficiency. Overall, this research highlights a scalable and cost-effective strategy for advancing biosensor technology in medical diagnostics, environmental monitoring, and bio photonics.</p></div>","PeriodicalId":51136,"journal":{"name":"Nanoscale Research Letters","volume":"21 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2026-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1186/s11671-025-04422-4.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145891260","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Silver nitrate functionalized rice husk-derived graphene oxide as a nanocarrier for pH-responsive drug delivery 硝酸银功能化稻壳衍生的氧化石墨烯作为ph响应药物递送的纳米载体。
IF 4.1 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-12-20 DOI: 10.1186/s11671-025-04400-w
Kamal Garwal, Kundan Singh Rawat, Tanuja Arya, Satish Sati, Chetna Tewari, Mintu Pal, Veena Pande, Yong Chae Jung, Nanda Gopal Sahoo

In this study, graphene oxide (GO) derived from rice husk was functionalized with silver nitrate (AgNO3) through a chemical co-precipitation method, and its biomedical applications were systematically investigated. Drug release experiments revealed a pH-responsive profile, where at pH 4.0 the cumulative release reached 32.6 ± 1.6% after 24 h, compared to 12.4 ± 1.8% at pH 7.4, highlighting its potential for targeted delivery to cancer cells. Reactive oxygen species (ROS) analysis and flow cytometry demonstrated that RH-GO/AgNO3 treatment elevated oxidative stress and triggered apoptosis in HeLa cells. Furthermore, 5-fluorouracil (FU) was successfully loaded onto the nanocomposite surface via non-covalent interactions. Cytotoxicity assessment by MTT assay showed that FU-loaded RH-GO/AgNO3 had the strongest anticancer activity, with an IC50 value of 256.3 µg/mL. ROS levels in treated HeLacells increased significantly (40.17%) compared to the control group (19.45%), and flow cytometry confirmed a reduction in cell viability (69.5%) accompanied by enhanced apoptosis (early: 8.3%, late: 4.0%) and necrosis (18.2%). Collectively, these findings indicate that RH-GO/AgNO3-FU induces cancer cell death predominantly via apoptosis. Overall, this work demonstrates that agricultural waste-derived nanomaterials can serve as cost-effective and sustainable platforms for advanced drug delivery in cancer therapeutics.

Graphical abstract

本研究以稻壳为原料,采用化学共沉淀法,用硝酸银(AgNO3)功能化氧化石墨烯(GO),并对其生物医学应用进行了系统研究。药物释放实验显示了pH响应谱,在pH 4.0时,24小时后的累积释放量达到32.6±1.6%,而在pH 7.4时为12.4±1.8%,突出了其靶向递送到癌细胞的潜力。活性氧(ROS)分析和流式细胞术显示,RH-GO/AgNO3处理可升高HeLa细胞的氧化应激并引发细胞凋亡。此外,5-氟尿嘧啶(FU)通过非共价相互作用成功加载到纳米复合材料表面。MTT法细胞毒性评价表明,负载fu的RH-GO/AgNO3具有最强的抗癌活性,IC50值为256.3µg/mL。与对照组(19.45%)相比,处理后的helaccells中ROS水平显著升高(40.17%),流式细胞术证实细胞活力降低(69.5%),并伴有凋亡增强(早期:8.3%,晚期:4.0%)和坏死(18.2%)。总之,这些发现表明RH-GO/AgNO3-FU主要通过细胞凋亡诱导癌细胞死亡。总的来说,这项工作表明,农业废物衍生的纳米材料可以作为具有成本效益和可持续发展的平台,用于癌症治疗的高级药物输送。
{"title":"Silver nitrate functionalized rice husk-derived graphene oxide as a nanocarrier for pH-responsive drug delivery","authors":"Kamal Garwal,&nbsp;Kundan Singh Rawat,&nbsp;Tanuja Arya,&nbsp;Satish Sati,&nbsp;Chetna Tewari,&nbsp;Mintu Pal,&nbsp;Veena Pande,&nbsp;Yong Chae Jung,&nbsp;Nanda Gopal Sahoo","doi":"10.1186/s11671-025-04400-w","DOIUrl":"10.1186/s11671-025-04400-w","url":null,"abstract":"<div><p>In this study, graphene oxide (GO) derived from rice husk was functionalized with silver nitrate (AgNO<sub>3</sub>) through a chemical co-precipitation method, and its biomedical applications were systematically investigated. Drug release experiments revealed a pH-responsive profile, where at pH 4.0 the cumulative release reached 32.6 ± 1.6% after 24 h, compared to 12.4 ± 1.8% at pH 7.4, highlighting its potential for targeted delivery to cancer cells. Reactive oxygen species (ROS) analysis and flow cytometry demonstrated that RH-GO/AgNO<sub>3</sub> treatment elevated oxidative stress and triggered apoptosis in HeLa cells. Furthermore, 5-fluorouracil (FU) was successfully loaded onto the nanocomposite surface via non-covalent interactions. Cytotoxicity assessment by MTT assay showed that FU-loaded RH-GO/AgNO<sub>3</sub> had the strongest anticancer activity, with an IC<sub>50</sub> value of 256.3 µg/mL. ROS levels in treated HeLacells increased significantly (40.17%) compared to the control group (19.45%), and flow cytometry confirmed a reduction in cell viability (69.5%) accompanied by enhanced apoptosis (early: 8.3%, late: 4.0%) and necrosis (18.2%). Collectively, these findings indicate that RH-GO/AgNO<sub>3</sub>-FU induces cancer cell death predominantly via apoptosis. Overall, this work demonstrates that agricultural waste-derived nanomaterials can serve as cost-effective and sustainable platforms for advanced drug delivery in cancer therapeutics.</p><h3>Graphical abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":51136,"journal":{"name":"Nanoscale Research Letters","volume":"20 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12718294/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145795379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Nanoscale Research Letters
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1