Journal of Nanobiotechnology最新文献

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GelMA hydrogels reinforced by PCL@GelMA nanofibers and bioactive glass induce bone regeneration in critical size cranial defects. 由 PCL@GelMA 纳米纤维和生物活性玻璃增强的 GelMA 水凝胶可诱导临界尺寸颅骨缺损的骨再生。
IF 10.6 1区 生物学
Journal of Nanobiotechnology Pub Date : 2024-11-11 DOI: 10.1186/s12951-024-02980-w
Chenghao Yu, Jinli Chen, Tianrui Wang, Yawen Wang, Xiaopei Zhang, Zhuoli Zhang, Yuanfei Wang, Tengbo Yu, Tong Wu
{"title":"GelMA hydrogels reinforced by PCL@GelMA nanofibers and bioactive glass induce bone regeneration in critical size cranial defects.","authors":"Chenghao Yu, Jinli Chen, Tianrui Wang, Yawen Wang, Xiaopei Zhang, Zhuoli Zhang, Yuanfei Wang, Tengbo Yu, Tong Wu","doi":"10.1186/s12951-024-02980-w","DOIUrl":"10.1186/s12951-024-02980-w","url":null,"abstract":"<p><strong>Background: </strong>The process of bone healing is complex and involves the participation of osteogenic stem cells, extracellular matrix, and angiogenesis. The advancement of bone regeneration materials provides a promising opportunity to tackle bone defects. This study introduces a composite hydrogel that can be injected and cured using UV light.</p><p><strong>Results: </strong>Hydrogels comprise bioactive glass (BG) and PCL@GelMA coaxial nanofibers. The addition of BG and PCL@GelMA coaxial nanofibers improves the hydrogel's mechanical capabilities (353.22 ± 36.13 kPa) and stability while decreasing its swelling (258.78 ± 17.56%) and hydration (72.07 ± 1.44%) characteristics. This hydrogel composite demonstrates exceptional biocompatibility and angiogenesis, enhances osteogenic development in bone marrow mesenchymal stem cells (BMSCs), and dramatically increases the expression of critical osteogenic markers such as ALP, RUNX2, and OPN. The composite hydrogel significantly improves bone regeneration (25.08 ± 1.08%) in non-healing calvaria defects and promotes the increased expression of both osteogenic marker (OPN) and angiogenic marker (CD31) in vivo. The expression of OPN and CD31 in the composite hydrogel was up to 5 and 1.87 times higher than that of the control group at 12 weeks.</p><p><strong>Conclusion: </strong>We successfully prepared a novel injectable composite hydrogel, and the design of the composite hydrogels shows significant potential for enhancing biocompatibility, angiogenesis, and improving osteogenic and angiogenic marker expression, and has a beneficial effect on producing an optimal microenvironment that promotes bone repair.</p>","PeriodicalId":16383,"journal":{"name":"Journal of Nanobiotechnology","volume":"22 1","pages":"696"},"PeriodicalIF":10.6,"publicationDate":"2024-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11552337/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142622274","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dual targeting and bioresponsive nano-PROTAC induced precise and effective lung cancer therapy. 双靶向和生物响应性纳米PROTAC诱导精确有效的肺癌治疗。
IF 10.6 1区 生物学
Journal of Nanobiotechnology Pub Date : 2024-11-10 DOI: 10.1186/s12951-024-02967-7
Xiaoling Guan, Xiaowei Xu, Yiwen Tao, Xiaohua Deng, Linlong He, Zhongxiao Lin, Jishuo Chang, Jionghua Huang, Dazhi Zhou, Xiyong Yu, Minyan Wei, Lingmin Zhang
{"title":"Dual targeting and bioresponsive nano-PROTAC induced precise and effective lung cancer therapy.","authors":"Xiaoling Guan, Xiaowei Xu, Yiwen Tao, Xiaohua Deng, Linlong He, Zhongxiao Lin, Jishuo Chang, Jionghua Huang, Dazhi Zhou, Xiyong Yu, Minyan Wei, Lingmin Zhang","doi":"10.1186/s12951-024-02967-7","DOIUrl":"10.1186/s12951-024-02967-7","url":null,"abstract":"<p><p>Epigenetic regulation has emerged as a promising therapeutic strategy for lung cancer treatment, which can facilitate the antitumor responses by modulating epigenetic dysregulation of target proteins in lung cancer. The proteolysis-targeting chimera (PROTAC) reagent, dBET6 shows effective inhibition of bromodomain-containing protein 4 (BRD4) that exerts antitumor efficacy by degrading BRD4 via the ubiquitin-proteasome system. Nevertheless, the low tissue specificity and bioavailability impede its therapeutic effects and clinical translation on lung cancer treatment. Herein, we developed a type of dual targeting and bioresponsive nano-PROTAC (c R GD/L LC membrane/D S-P LGA/d B ET6, named RLDPB), which was constructed by using the pH and glutathione (GSH)-responsive polymer, disulfide bond-linked poly(lactic-co-glycolic acid) (PLGA-S-S-PLGA, DS-PLGA) to load the PROTAC agent dBET6, and further camouflaged with the homotypic LLC cell membranes, followed by the conjugation with cRGD ligand to the surface of the nanoparticles. Notably, RLDPB showed enhanced celluar uptake by lung cancer cells in vitro and accumulation in the tumors via the dual targeting structure including cRGD and LLC membrane. The pH/GSH responsiveness improved the release of dBET6 from the DS-PLGA-based nanoparticles within the cells. RLDPB was demonstrated to facilitate tumor regression by inducing the apoptosis of lung cancer cells with the degradation of BRD4. Thus, RLDPB can be considered a powerful tool to suppress lung cancer, which opens a new avenue to treat lung cancer by PROTAC.</p>","PeriodicalId":16383,"journal":{"name":"Journal of Nanobiotechnology","volume":"22 1","pages":"692"},"PeriodicalIF":10.6,"publicationDate":"2024-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11552110/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142622247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ion osmolarity-driven sequential concentration-enrichment for the scale-up isolation of extracellular vesicles. 离子渗透压驱动的顺序浓度富集,用于扩大细胞外囊泡的分离。
IF 10.6 1区 生物学
Journal of Nanobiotechnology Pub Date : 2024-11-10 DOI: 10.1186/s12951-024-02956-w
Lizhi Wang, Junhao Xia, Xin Guan, Yang Song, Mengru Zhu, Fengya Wang, Baofeng Zhao, Lukuan Liu, Jing Liu
{"title":"Ion osmolarity-driven sequential concentration-enrichment for the scale-up isolation of extracellular vesicles.","authors":"Lizhi Wang, Junhao Xia, Xin Guan, Yang Song, Mengru Zhu, Fengya Wang, Baofeng Zhao, Lukuan Liu, Jing Liu","doi":"10.1186/s12951-024-02956-w","DOIUrl":"10.1186/s12951-024-02956-w","url":null,"abstract":"<p><p>Extracellular vesicles (EVs) carry a variety of bioactive molecules and are becoming a promising alternative to cell therapy. Scale-up EV isolation is necessary for their functional studies and biological applications, while the traditional methods are challenged by low throughput, low yield, and potential damage. Herein, we developed an ion osmolarity-driven sequential concentration-enrichment strategy (IOSCE) for the EV isolation. IOSCE is composed of a novel superabsorbent polymers (SAPs) for EV concentration and a charged polymer for EV enrichment. Based on the driving force of ionic osmotic pressure, IOSCE can isolate EVs on a large scale from cell culture medium. The saturated water absorption capacity of IOSCE is 13.62 times higher than that of commercial SAPs. Compared with the ultracentrifugation method, IOSCE exhibited a 2.64 times higher yield (6.33 × 10<sup>8</sup> particles/mL). Moreover, the mesenchymal stem cell-derived EVs isolated using IOSCE demonstrate strong biological activity and can reduce neuroinflammation by affecting RNA metabolism and translation processes. IOSCE provides a cost-effective, high-throughput, and low-damage method for the scale up EV isolation, which is promising for disease diagnosis and treatment.</p>","PeriodicalId":16383,"journal":{"name":"Journal of Nanobiotechnology","volume":"22 1","pages":"686"},"PeriodicalIF":10.6,"publicationDate":"2024-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11550536/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142622281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nanocarriers for intracellular delivery of proteins in biomedical applications: strategies and recent advances. 生物医学应用中用于细胞内输送蛋白质的纳米载体:策略与最新进展。
IF 10.6 1区 生物学
Journal of Nanobiotechnology Pub Date : 2024-11-10 DOI: 10.1186/s12951-024-02969-5
Chuanda Zhu, Jing Mu, Ling Liang
{"title":"Nanocarriers for intracellular delivery of proteins in biomedical applications: strategies and recent advances.","authors":"Chuanda Zhu, Jing Mu, Ling Liang","doi":"10.1186/s12951-024-02969-5","DOIUrl":"10.1186/s12951-024-02969-5","url":null,"abstract":"<p><p>Protein drugs are of great importance in maintaining the normal functioning of living organisms. Indeed, they have been instrumental in combating tumors and genetic diseases for decades. Among these pharmaceutical agents, those that target intracellular components necessitate the use of therapeutic proteins to exert their effects within the targeted cells. However, the use of protein drugs is limited by their short half-life and potential adverse effects in the physiological environment. The advent of nanoparticles offers a promising avenue for prolonging the half-life of protein drugs. This is achieved by encapsulating proteins, thereby safeguarding their biological activity and ensuring precise delivery into cells. This nanomaterial-based intracellular protein drug delivery system mitigates the rapid hydrolysis and unwarranted diffusion of proteins, thereby minimizing potential side effects and circumventing the limitations inherent in traditional techniques like electroporation. This review examines established protein drug delivery systems, including those based on polymers, liposomes, and protein nanoparticles. We delve into the operational principles and transport mechanisms of nanocarriers, discussing the various considerations essential for designing cutting-edge delivery platforms. Additionally, we investigate innovative designs and applications of traditional cytosolic protein delivery systems in medical research and clinical practice, particularly in areas like tumor treatment, gene editing and fluorescence imaging. This review sheds light on the current restrictions of protein delivery systems and anticipates future research avenues, aiming to foster the continued advancement in this field.</p>","PeriodicalId":16383,"journal":{"name":"Journal of Nanobiotechnology","volume":"22 1","pages":"688"},"PeriodicalIF":10.6,"publicationDate":"2024-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11552240/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142622306","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correction: Preparation and characterization of BSA‑loaded liraglutide and platelet fragment nanoparticle delivery system for the treatment of diabetic atherosclerosis. 更正:用于治疗糖尿病动脉粥样硬化的 BSA 负载利拉鲁肽和血小板片段纳米颗粒给药系统的制备与表征。
IF 10.6 1区 生物学
Journal of Nanobiotechnology Pub Date : 2024-11-10 DOI: 10.1186/s12951-024-02947-x
Mingping He, Ming Fang, Limin Fan, Alimujiang Maimaitijiang
{"title":"Correction: Preparation and characterization of BSA‑loaded liraglutide and platelet fragment nanoparticle delivery system for the treatment of diabetic atherosclerosis.","authors":"Mingping He, Ming Fang, Limin Fan, Alimujiang Maimaitijiang","doi":"10.1186/s12951-024-02947-x","DOIUrl":"https://doi.org/10.1186/s12951-024-02947-x","url":null,"abstract":"","PeriodicalId":16383,"journal":{"name":"Journal of Nanobiotechnology","volume":"22 1","pages":"693"},"PeriodicalIF":10.6,"publicationDate":"2024-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11552298/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142622197","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Genetically modified E. Coli secreting melanin (E.melanin) activates the astrocytic PSAP-GPR37L1 pathway and mitigates the pathogenesis of Parkinson's disease. 分泌黑色素的转基因大肠杆菌(E.melanin)能激活星形胶质细胞 PSAP-GPR37L1 通路,并减轻帕金森病的发病机制。
IF 10.6 1区 生物学
Journal of Nanobiotechnology Pub Date : 2024-11-10 DOI: 10.1186/s12951-024-02955-x
Weixian Kong, Yu Liu, Pu Ai, Yong Bi, Chaoguang Wei, Xiaoyang Guo, Zhenyu Cai, Ge Gao, Peng Hu, Jialin Zheng, Jianhui Liu, Minfeng Huo, Yuting Guan, Qihui Wu
{"title":"Genetically modified E. Coli secreting melanin (E.melanin) activates the astrocytic PSAP-GPR37L1 pathway and mitigates the pathogenesis of Parkinson's disease.","authors":"Weixian Kong, Yu Liu, Pu Ai, Yong Bi, Chaoguang Wei, Xiaoyang Guo, Zhenyu Cai, Ge Gao, Peng Hu, Jialin Zheng, Jianhui Liu, Minfeng Huo, Yuting Guan, Qihui Wu","doi":"10.1186/s12951-024-02955-x","DOIUrl":"10.1186/s12951-024-02955-x","url":null,"abstract":"<p><p>The characteristic neuropathology of Parkinson's disease (PD) involves the abnormal accumulation of phosphorylated α-synuclein (αSyn), as well as a significant decrease in neuromelanin (NM) levels within dopamine neurons (DaNs). Unlike αSyn aggregates, the relationship between NM levels and PD pathogenesis is not well understood. In this study, we engineered an E. coli MG1655 strain to produce exosomes containing melanin (E.melanin), and investigated its potential neuroprotective effects on DaNs in the context of PD. By employing a combination of cell cultures, biochemical studies, single nuclear RNA sequencing (snRNA seq), and various in vivo validations, we found that administration of E.melanin effectively alleviated DaNs loss and improved motor behavior impairments observed in both pharmacological and transgenic PD mouse models. Mechanistically, snRNA seq data suggested that E.melanin activated the PSAP-GPR37L1 signaling pathway specifically within astrocytes, leading to a reduction in astrocytic engulfment of synapses. Notably, activation of the GPR37L1 receptor using Tx14(A) peptide successfully rescued motor defects as well as protected against DaNs degeneration in mice with PD. Overall, our findings provide novel insights into understanding the molecular mechanisms underlying melanin's protective effects on DaNs in PD while offering potential strategies for manipulating and treating its pathophysiological progression.</p>","PeriodicalId":16383,"journal":{"name":"Journal of Nanobiotechnology","volume":"22 1","pages":"690"},"PeriodicalIF":10.6,"publicationDate":"2024-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11552183/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142622277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","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 nanoparticle induced immunogenic cell death can improve immunotherapy. 银纳米粒子诱导的免疫细胞死亡可改善免疫疗法。
IF 10.6 1区 生物学
Journal of Nanobiotechnology Pub Date : 2024-11-10 DOI: 10.1186/s12951-024-02951-1
Ara Sargsian, Xanthippi Koutsoumpou, Hermon Girmatsion, Çan Egil, Kiana Buttiens, Carla Rios Luci, Stefaan J Soenen, Bella B Manshian
{"title":"Silver nanoparticle induced immunogenic cell death can improve immunotherapy.","authors":"Ara Sargsian, Xanthippi Koutsoumpou, Hermon Girmatsion, Çan Egil, Kiana Buttiens, Carla Rios Luci, Stefaan J Soenen, Bella B Manshian","doi":"10.1186/s12951-024-02951-1","DOIUrl":"10.1186/s12951-024-02951-1","url":null,"abstract":"<p><p>Cancer immunotherapy is often hindered by an immunosuppressive tumor microenvironment (TME). Various strategies are being evaluated to shift the TME from an immunologically 'cold' to 'hot' tumor and hereby improve current immune checkpoint blockades (ICB). One particular hot topic is the use of combination therapies. Here, we set out to screen a variety of metallic nanoparticles and explored their in vitro toxicity against a series of tumor and non-tumor cell lines. For silver nanoparticles, we also explored the effects of core size and surface chemistry on cytotoxicity. Ag-citrate-5 nm nanoparticles were found to induce high cytotoxicity in Renca cells through excessive generation of reactive oxygen species (ROS) and significantly increased cytokine production. The induced toxicity resulted in a shift of the immunogenic cell death (ICD) marker calreticulin to the cell surface in vitro and in vivo. Subcutaneous Renca tumors were treated with anti-PD1 or in combination with Ag-citrate-5 nm. The combination group resulted in significant reduction in tumor size, increased necrosis, and immune cell infiltration at the tumor site. Inhibition of cytotoxic CD8 + T cells confirmed the involvement of these cells in the observed therapeutic effects. Our results suggest that Ag-citrate-5 nm is able to promote immune cell influx and increase tumor responsiveness to ICB therapies.</p>","PeriodicalId":16383,"journal":{"name":"Journal of Nanobiotechnology","volume":"22 1","pages":"691"},"PeriodicalIF":10.6,"publicationDate":"2024-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11552147/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142621680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A collagenase-decorated Cu-based nanotheranostics: remodeling extracellular matrix for optimizing cuproptosis and MRI in pancreatic ductal adenocarcinoma. 胶原酶装饰的铜基纳米otheranostics:重塑细胞外基质,优化胰腺导管腺癌的杯突症和磁共振成像。
IF 10.6 1区 生物学
Journal of Nanobiotechnology Pub Date : 2024-11-10 DOI: 10.1186/s12951-024-02968-6
Yining Wang, Qiaomei Zhou, Wangping Luo, Xiaoyan Yang, Jinguo Zhang, Yijie Lou, Jin Mao, Jiayi Chen, Fan Wu, Jue Hou, Guping Tang, Hongzhen Bai, Risheng Yu
{"title":"A collagenase-decorated Cu-based nanotheranostics: remodeling extracellular matrix for optimizing cuproptosis and MRI in pancreatic ductal adenocarcinoma.","authors":"Yining Wang, Qiaomei Zhou, Wangping Luo, Xiaoyan Yang, Jinguo Zhang, Yijie Lou, Jin Mao, Jiayi Chen, Fan Wu, Jue Hou, Guping Tang, Hongzhen Bai, Risheng Yu","doi":"10.1186/s12951-024-02968-6","DOIUrl":"10.1186/s12951-024-02968-6","url":null,"abstract":"<p><p>Pancreatic ductal adenocarcinoma (PDAC), characterized by a dense extracellular matrix (ECM), presents significant therapeutic challenges due to its poor prognosis and high resistance to chemotherapy. Current chemodrugs and diagnostic agents largely fail to cross the barrier posed by the ECM, which severely limits the PDAC theranostics. This study introduces a novel theranostic strategy using thioether-hybridized hollow mesoporous organosilica nanoparticles (dsMNs) for the co-delivery of copper (Cu) and disulfiram (DSF), aiming to induce cuproptosis in PDAC cells. Our approach leverages the ECM-degrading enzyme collagenase, integrated with dsMNs, to enhance drug penetration by reducing matrix stiffness. Furthermore, the innovative use of a pancreatic cancer cell membrane coating on the nanoparticles enhances tumor targeting and stability (dsMCu-D@M-Co). The multifunctional platform not only facilitates deep drug penetration and triggers cuproptosis effectively but also utilizes the inherent properties of Cu to serve as a T1-weighted magnetic resonance imaging (MRI) contrast agent. In vitro and in vivo assessments demonstrate significant tumor size reduction in PDAC-bearing mice, highlighting the dual functionality of our platform in improving therapeutic efficacy and diagnostic precision. This integrated strategy represents a significant advancement in the management of PDAC, offering a promising new direction for overcoming one of the most lethal cancers.</p>","PeriodicalId":16383,"journal":{"name":"Journal of Nanobiotechnology","volume":"22 1","pages":"689"},"PeriodicalIF":10.6,"publicationDate":"2024-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11552245/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142622172","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the cytotoxic and antioxidant properties of lanthanide-doped ZnO nanoparticles: a study with machine learning interpretation. 探索掺杂镧系元素的氧化锌纳米粒子的细胞毒性和抗氧化特性:一项机器学习解释研究。
IF 10.6 1区 生物学
Journal of Nanobiotechnology Pub Date : 2024-11-10 DOI: 10.1186/s12951-024-02957-9
Jorge L Mejia-Mendez, Edwin E Reza-Zaldívar, A Sanchez-Martinez, O Ceballos-Sanchez, Diego E Navarro-López, L Marcelo Lozano, Juan Armendariz-Borunda, Naveen Tiwari, Daniel A Jacobo-Velázquez, Gildardo Sanchez-Ante, Edgar R López-Mena
{"title":"Exploring the cytotoxic and antioxidant properties of lanthanide-doped ZnO nanoparticles: a study with machine learning interpretation.","authors":"Jorge L Mejia-Mendez, Edwin E Reza-Zaldívar, A Sanchez-Martinez, O Ceballos-Sanchez, Diego E Navarro-López, L Marcelo Lozano, Juan Armendariz-Borunda, Naveen Tiwari, Daniel A Jacobo-Velázquez, Gildardo Sanchez-Ante, Edgar R López-Mena","doi":"10.1186/s12951-024-02957-9","DOIUrl":"10.1186/s12951-024-02957-9","url":null,"abstract":"<p><strong>Background: </strong>Lanthanide-based nanomaterials offer a promising alternative for cancer therapy because of their selectivity and effectiveness, which can be modified and predicted by leveraging the improved accuracy and enhanced decision-making of machine learning (ML) modeling.</p><p><strong>Methods: </strong>In this study, erbium (Er<sup>3+</sup>) and ytterbium (Yb<sup>3+</sup>) were used to dope zinc oxide (ZnO) nanoparticles (NPs). Various characterization techniques and biological assays were employed to investigate the physicochemical and optical properties of the (Er, Yb)-doped ZnO NPs, revealing the influence of the lanthanide elements.</p><p><strong>Results: </strong>The (Er, Yb)-doped ZnO NPs exhibited laminar-type morphologies, negative surface charges, and optical bandgaps that vary with the presence of Er<sup>3+</sup> and Yb<sup>3+</sup>. The incorporation of lanthanide ions reduced the cytotoxicity activity of ZnO against HEPG-2, CACO-2, and U87 cell lines. Conversely, doping with Er<sup>3+</sup> and Yb<sup>3+</sup> enhanced the antioxidant activity of the ZnO against DPPH, ABTS, and H<sub>2</sub>O<sub>2</sub> radicals. The extra tree (ET) and random forest (RF) models predicted the relevance of the characterization results vis-à-vis the cytotoxic properties of the synthesized NPs.</p><p><strong>Conclusion: </strong>This study demonstrates, for the first time, the synthesis of ZnO NPs doped with Er and Yb via a solution polymerization route. According to characterization results, it was unveiled that the effect of optical bandgap variations influenced the cytotoxic performance of the developed lanthanide-doped ZnO NPs, being the undoped ZnO NPs the most cytotoxic ones. The presence alone or in combination of Er and Yb enhanced their scavenging capacity. ML models such as ET and RF efficiently demonstrated that the concentration and cell line type are key parameters that influence the cytotoxicity of (Er, Yb)-doped ZnO NPs achieving high accuracy rates of 98.96% and 98.67%, respectively. This study expands the knowledge of lanthanides as dopants of nanomaterials for biological and medical applications and supports their potential in cancer therapy by integrating robust ML approaches.</p>","PeriodicalId":16383,"journal":{"name":"Journal of Nanobiotechnology","volume":"22 1","pages":"687"},"PeriodicalIF":10.6,"publicationDate":"2024-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11552316/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142622256","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Manipulation in root-associated microbiome via carbon nanosol for plant growth improvements. 通过纳米碳溶胶操纵根相关微生物群以改善植物生长。
IF 10.6 1区 生物学
Journal of Nanobiotechnology Pub Date : 2024-11-09 DOI: 10.1186/s12951-024-02971-x
Lingtong Cheng, Jiemeng Tao, Peng Lu, Taibo Liang, Xutao Li, Dong Chang, Huan Su, Wei He, Zechao Qu, He Li, Wenjun Mu, Wei Zhang, Nan Liu, Jianfeng Zhang, Peijian Cao, Jingjing Jin
{"title":"Manipulation in root-associated microbiome via carbon nanosol for plant growth improvements.","authors":"Lingtong Cheng, Jiemeng Tao, Peng Lu, Taibo Liang, Xutao Li, Dong Chang, Huan Su, Wei He, Zechao Qu, He Li, Wenjun Mu, Wei Zhang, Nan Liu, Jianfeng Zhang, Peijian Cao, Jingjing Jin","doi":"10.1186/s12951-024-02971-x","DOIUrl":"10.1186/s12951-024-02971-x","url":null,"abstract":"<p><strong>Background: </strong>Modulating the microbiome with nanomaterials has been proposed to improve plant growth, and reduce reliance on external inputs. Carbon Nanosol (CNS) was attracted for its potential to improve plant productivity. However, the mechanism between CNS and rhizosphere microorganisms remained largely elusive.</p><p><strong>Results: </strong>Here, we tried to systematically explore the effects of CNS (600 and 1200 mg/L by concentration) on tobacco growth, soil physical properties, and root-associated microbiome. The influence of CNS on soil physicochemical properties and plant growth was significant and dose-dependent, leading to a 28.82% increase in biomass accumulation by 600 mg/L CNS. Comparison between the CNS-treated and control plants revealed significant differences in microbiome composition, including 1148 distinct ASVs (923 bacteria and 225 fungi), microbiome interactions, and metabolic function of root-associated microbiomes. Fungal and bacterial communities had different response patterns for CNS treatment, with phased and dose-dependent effects, with the most significant changes in microbial community structure observed at 1200 mg/L after 10 days of treatment. Microbial networks of CNS-treated plants had more nodes and edges, higher connectivity, and more hub microorganisms than those of control plants. Compared with control, CNS significantly elevated abundances of various bacterial biomarkers (such as Sphingomonas and Burkholderia) and fungi biomarkers (including Penicillium, Myceliophthora, and Talaromyces), which were potential plant-beneficial organisms. Functional prediction based on metagenomic data demonstrated pathways related to nutrient cycling being greatly enriched under CNS treatment. Furthermore, 391 culturable bacteria and 44 culturable fungi were isolated from soil and root samples. Among them, six bacteria and two fungi strains enriched upon CNS treatment were validated to have plant growth promotion effect, and two fungi (Cladosporium spp. and Talaromyces spp.) played their roles by mediating volatile organic compounds (VOCs). To some extent, the driving and shaping of the microbiome by CNS contributed to its impact on plant growth and development.</p><p><strong>Conclusion: </strong>Our results revealed the key role of root-associated microbiota in mediating the interaction between CNS and plants, thus providing valuable insights and strategies for harnessing CNS to enhance plant growth.</p>","PeriodicalId":16383,"journal":{"name":"Journal of Nanobiotechnology","volume":"22 1","pages":"685"},"PeriodicalIF":10.6,"publicationDate":"2024-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11549841/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142622335","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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