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Numerical estimation of drug loading contents in amphiphilic nanogels 两亲性纳米凝胶中载药量的数值估计。
IF 6.1 3区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2026-02-03 DOI: 10.1039/D5TB02138C
Ante Markovina, Clara López-Iglesias, Ruiguang Cui and Daniel Klinger

Amphiphilic nanogels (ANGs) are promising colloidal carriers to improve bioavailability of poorly water-soluble drugs. In contrast to conventional hydrophilic nanogels, ANGs contain additional hydrophobic domains in their network to load hydrophobic cargos. However, optimizing drug loading remains labour-intensive due to the lack of quantitative tools that accurately capture the complex ANG–drug interactions. To address this limitation and assess drug compatibility, we developed a quantitative framework based on Flory–Huggins interaction parameters (χ). Key to our approach is the empirical adjustment of the correction factor α to account for unequal contributions of dispersion forces, polar interactions, and hydrogen bonds. Using a model ANG and a library of hydrophobic drugs and dyes, we established selection rules for α based on the dominant interaction type: α = 1 for dispersion-dominated, α = 0.7 for polar, and α = 0.3 for hydrogen bond-dominated systems. This enabled systematic grouping of cargos and revealed strong monotonic negative correlations between adjusted χ values and experimental loading capacities. The resulting universal calibration curve links χ to drug loading content across diverse ANG–drug systems. Consequently, our framework suggests predictive potential of solubility parameter-based models, reduces experimental burden, and supports the rational design of ANG carriers tailored to specific hydrophobic drugs.

两亲性纳米凝胶(ANGs)是一种很有前途的胶体载体,可以提高难水溶性药物的生物利用度。与传统的亲水纳米凝胶相比,ANGs在其网络中含有额外的疏水结构域来装载疏水货物。然而,由于缺乏准确捕获复杂的ANG-drug相互作用的定量工具,优化药物负载仍然是劳动密集型的。为了解决这一局限性并评估药物相容性,我们开发了一个基于Flory-Huggins相互作用参数(χ)的定量框架。我们方法的关键是对修正因子α进行经验调整,以解释色散力、极性相互作用和氢键的不平等贡献。利用模型ANG和疏水药物和染料库,我们建立了基于优势相互作用类型的α选择规则:α = 1为分散型主导体系,α = 0.7为极性体系,α = 0.3为氢键主导体系。这使得货物能够系统分组,并揭示了调整后的χ值与实验装载能力之间的强单调负相关。所得到的通用校准曲线将χ与不同ang -药物体系的载药量联系起来。因此,我们的框架显示了基于溶解度参数的模型的预测潜力,减少了实验负担,并支持针对特定疏水药物量身定制的ANG载体的合理设计。
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引用次数: 0
Imidazolium-tethered red-emissive iridium AIEgen for sensitive detection of NAD(P)H in aqueous and cellular media 咪唑系链红发射铱AIEgen用于水和细胞介质中NAD(P)H的灵敏检测。
IF 6.1 3区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2026-02-03 DOI: 10.1039/D5TB02044A
Aryan Gautam, Ajay Gupta, Deepika Chauhan, Amit Kunwar and Pijus K. Sasmal

NADH and NADPH are essential coenzymes involved in diverse biochemical processes and their deregulated levels are closely linked to various pathological conditions in eukaryotic systems. Accurate determination of NAD(P)H levels under physiological conditions is therefore critical for elucidating their biological functions and roles in disease. In this study, we present an NIR-emissive, cationic iridium-based aggregation-induced emission (AIE) probe (Ir2), functionalized with an imidazolium moiety, for the sensitive and selective detection of NAD(P)H. Ir2 exhibited excellent sensitivity, with limits of detection of 3.6 nM for NADPH and 6.2 nM for NADH in aqueous media. The probe's positive charge facilitates strong electrostatic interactions with the negatively charged NAD(P)H, while the imidazolium group promotes the formation of Ir2–NAD(P)H aggregates, resulting in aggregation-induced luminescence enhancement. Ir2 also showed high selectivity for NAD(P)H over other biologically relevant species and retained functionality across physiological pH ranges (7–10), supporting its potential for intracellular imaging. Moreover, Ir2 selectively accumulates in mitochondria and effectively monitors NADH levels in living cells. These findings highlight the promise of Ir2 as a valuable tool for detecting NAD(P)H in both aqueous and biological environments.

NADH和NADPH是参与多种生物化学过程的重要辅酶,其失调水平与真核系统的各种病理状况密切相关。因此,生理条件下准确测定NAD(P)H水平对于阐明其生物学功能和在疾病中的作用至关重要。在这项研究中,我们提出了一个nir发射,阳离子铱基聚集诱导发射(AIE)探针(Ir2),具有咪唑基团功能化,用于NAD(P)H的敏感和选择性检测。Ir2表现出优异的灵敏度,对NADPH的检测限为3.6 nM,对NADH的检测限为6.2 nM。探针的正电荷促进了与带负电荷的NAD(P)H的强静电相互作用,而咪唑基团促进了Ir2-NAD(P)H聚集体的形成,导致聚集体诱导的发光增强。Ir2对NAD(P)H的选择性也高于其他生物相关物种,并在生理pH范围内保持功能(7-10),支持其在细胞内成像方面的潜力。此外,Ir2选择性地在线粒体中积累,并有效地监测活细胞中的NADH水平。这些发现突出了Ir2作为在水环境和生物环境中检测NAD(P)H的有价值工具的前景。
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引用次数: 0
Electroconductive and highly biocompatible PEDOT- and polypyrrole-alginate–gelatin hydrogels with enhanced electrochemical performance for biointerfaces 导电和高生物相容性的聚吡咯-海藻酸盐-明胶水凝胶具有增强的电化学性能的生物界面。
IF 6.1 3区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2026-02-02 DOI: 10.1039/D5TB02148K
Karolina Cysewska, Lisa Schöbel and Aldo R. Boccaccini

Conductive hydrogels are promising candidates for neural bioelectrodes due to their softness, ionic permeability, and reduced mechanical mismatch with neural tissue. However, pristine biopolymer matrices such as alginate–gelatin (Alg–GEL) lack sufficient electrical functionality. Here, Alg–GEL hydrogels incorporating PEDOT:PSS, polypyrrole (PPy/PSS), or both were developed via blending and in situ polymerization, yielding a tunable family of soft, electroactive materials. The hydrogels exhibited Young's moduli of 5–70 kPa, depending on polymer loading, while electrical conductivities ranged from 0.1 to 3.7 S cm−1, with the highest values observed in PEDOT–PPy hybrids. Electrochemical measurements showed impedance values of 380–830 Ω cm2 at 1 kHz, an electrochemical stability window of approximately −0.85 to +1.2 V vs. Ag/AgClsat, and current injection limits reaching 4 mA, comparable to platinum electrodes. Swelling studies indicated that PEDOT-modified hydrogels achieved 41–56% swelling after 24 hours. PPy-based hydrogels swelled to approximately 97% and hybrid systems showed behavior dependent on their composition. All conductive formulations demonstrated improved long-term stability compared to pristine Alg–GEL, which gradually lost mass over 28 days of incubation. In contrast, hydrogels containing PEDOT and PPy maintained nearly constant wet weight, consistent with the formation of interpenetrating networks that prevented polymer degradation and leaching. Biological evaluation with NIH3T3 fibroblasts showed that all hydrogels were cytocompatible. PPy-only and PPy–PEDOT hybrids supported higher metabolic activity and more attached and spread cells after 7 days compared to Alg–GEL, while PEDOT-only samples showed similar or slightly reduced cell activity. These results confirm excellent cytocompatibility and suggest that PPy-rich domains improve cell–material interactions. Overall, PEDOT- and PPy-modified Alg–GEL hydrogels offer high conductivity, softness, electrochemical stability, long-term durability, and biocompatibility, creating a versatile and adjustable platform for next-generation soft neural interfaces.

导电性水凝胶由于其柔软性、离子渗透性和减少与神经组织的机械不匹配而成为神经生物电极的有希望的候选者。然而,原始的生物聚合物基质,如海藻酸-明胶(algo -gel)缺乏足够的电功能。在这里,通过共混和原位聚合,开发了含有PEDOT:PSS,聚吡啶(PPy/PSS)或两者的al - gel水凝胶,产生了一系列可调的软电活性材料。根据聚合物负载的不同,水凝胶的杨氏模量为5-70 kPa,而电导率范围为0.1至3.7 S cm-1,其中PEDOT-PPy杂化物的电导率最高。电化学测量显示,在1 kHz时阻抗值为380-830 Ω cm2,相对于Ag/AgClsat,电化学稳定窗口约为-0.85至+1.2 V,电流注入极限达到4 mA,与铂电极相当。肿胀研究表明,pedot修饰的水凝胶在24小时后肿胀率达到41-56%。基于pp的水凝胶膨胀到约97%,混合体系的行为取决于它们的组成。与原始的Alg-GEL相比,所有导电配方都表现出更好的长期稳定性,后者在28天的孵育过程中逐渐失去质量。相比之下,含有PEDOT和PPy的水凝胶几乎保持恒定的湿重,这与防止聚合物降解和浸出的互穿网络的形成一致。NIH3T3成纤维细胞生物学评价表明,所有水凝胶均具有细胞相容性。与Alg-GEL相比,py -only和py - pedot杂种在7天后具有更高的代谢活性和更多的附着和扩散细胞,而PEDOT-only样品的细胞活性相似或略有降低。这些结果证实了良好的细胞相容性,并表明富含ppy的结构域改善了细胞-物质相互作用。总的来说,PEDOT和py修饰的Alg-GEL水凝胶具有高导电性、柔软性、电化学稳定性、长期耐久性和生物相容性,为下一代软神经接口创造了一个多功能和可调节的平台。
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引用次数: 0
Correction: A dual aperture (mesoporous and macroporous) system loaded with cell-free fat extract to optimize bone regeneration microenvironment 校正:双孔(中孔和大孔)系统加载无细胞脂肪提取物,以优化骨再生微环境。
IF 6.1 3区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2026-02-02 DOI: 10.1039/D6TB90014C
Enhui Qiu, Yan Gong, Jieran Yao, Jinqing Lai, Zhihua Liu, Da-Peng Yang, Li Shen and Xiangrong Chen

Correction for ‘A dual aperture (mesoporous and macroporous) system loaded with cell-free fat extract to optimize bone regeneration microenvironment’ by Enhui Qiu et al., J. Mater. Chem. B, 2023, 11, 826–836, https://doi.org/10.1039/D2TB01980A.

仇恩辉等人对“加载无细胞脂肪提取物的双孔(中孔和大孔)系统优化骨再生微环境”的修正。化学。B, 2023, 11, 826-836, https://doi.org/10.1039/D2TB01980A。
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引用次数: 0
Co-delivery of synaptogenic and angiogenic nanoparticles in MAP scaffolds enhances post-stroke synapse formation 突触源性和血管源性纳米颗粒在MAP支架中的共同递送促进脑卒中后突触的形成。
IF 6.1 3区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2026-01-30 DOI: 10.1039/D5TB02179K
Nhi V. Phan, Jeremy L. Thomas, Aiden Pasinsky, Zoe Meadows, Ting Ting Li, Augustus Adams, Yike Zhu, Anna Edgcomb, Yi Shi, Sihan Lyu, Timothy W. Dunn and Tatiana Segura

Ischemic stroke remains one of the leading causes of long-term disability worldwide, depriving patients of their quality of life and physical independence. The root cause of this loss of motor movement stems from the disruption of neuronal connections in the infarct site. Limited spontaneous neural re-wiring post-stroke does provide limited functional recovery, but more than two thirds of ischemic stroke patients suffer from long-term disability for the remainder of their lives. Here, we explore the co-delivery of synaptogenic proteins with an angiogenic biomaterial to promote synapse formation in a mouse model of ischemic stroke. The angiogenic biomaterial is based on microporous annealed particle (MAP) scaffolds containing previously reported pro-angiogenic clustered vascular endothelial growth factor (CLUVENA) heparin nanoparticles. To this material, pro-synaptogenic protein thrombospondin-1 (TSP-1) was added either in soluble or clustered nanoparticle form. Co-delivery of TSP-1 with CLUVENA within MAP scaffolds led to enhanced synapse formation in and around the infarct, despite a reduction in axonal sprouting when compared to CLUVENA delivery alone. TSP-1 treatment also resulted in increased glial scar thickness and astrocytic coverage in the peri-infarct region, potentially contributing to limited axonal integration. Overall, these findings highlight the capacity of TSP-1 to modulate the synaptic and glial landscape post-stroke.

缺血性中风仍然是世界范围内造成长期残疾的主要原因之一,它使患者的生活质量和身体独立性下降。这种运动丧失的根本原因源于梗死部位神经元连接的中断。中风后有限的自发神经重新连接确实提供了有限的功能恢复,但超过三分之二的缺血性中风患者在他们的余生中遭受长期残疾。在此,我们探讨了突触原蛋白与血管生成生物材料的共同递送,以促进小鼠缺血性中风模型中的突触形成。血管生成生物材料基于微孔退火颗粒(MAP)支架,其中含有先前报道的促血管生成簇状血管内皮生长因子(CLUVENA)肝素纳米颗粒。在这种材料中,以可溶性或簇状纳米颗粒的形式添加了促突触蛋白血小板反应蛋白-1 (TSP-1)。在MAP支架内,TSP-1与CLUVENA共同递送导致梗死内和周围突触形成增强,尽管与单独递送CLUVENA相比,轴突发芽减少。TSP-1治疗还导致梗死周围区域胶质瘢痕厚度和星形细胞覆盖增加,可能导致轴突整合受限。总的来说,这些发现强调了TSP-1调节脑卒中后突触和神经胶质景观的能力。
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引用次数: 0
Transparent, 3D-printed microneedle patches that co-deliver ALA and guide blue light for preclinical photodynamic therapy of acne 透明,3d打印的微针贴片,共同提供ALA和引导蓝光,用于痤疮的临床前光动力治疗。
IF 6.1 3区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2026-01-29 DOI: 10.1039/D5TB01639H
Run Tian, Li Zhang, Jiamei Zhang, Shuai Yang, Ya Ren, Angxi Zhou, Boya Li, Rong Li, Wentao Li, Xian Jiang and Maling Gou

Acne is a common chronic inflammatory skin disease associated with Cutibacterium acnes (C. acnes). Although photodynamic therapy (PDT) effectively improves acne, the transdermal delivery of photosensitizers and limited light penetration through the skin restrict its therapeutic efficacy. In this study, we developed a dual-functional flexible microneedle patch using 3D printing technology, capable of simultaneously delivering the photosensitizer 5-aminolevulinic acid (ALA) and blue light. The microneedle patch exhibits favorable mechanical properties (a fracture force of 2.47 N per patch and a drug loading capacity of 655 ± 0 µg per patch) and increases the light penetration depth in tissue by 128.6%. The combination of the microneedle patch and blue light achieved an antibacterial rate of 97.10 ± 1.1% against C. acnes in vitro. In animal experiments, this strategy resulted in significantly smaller acne lesions by day 7 (size: 1.53 ± 0.30 mm; thickness score: 0.20 ± 0.45; n = 5 per group, P < 0.05), with no significant adverse effects observed during the experimental period. Our preclinical findings demonstrate that this dual-function microneedle patch provides proof-of-concept for its future development as a novel integrated platform for PDT.

痤疮是一种常见的慢性炎症性皮肤病,与痤疮表皮杆菌(C. acnes)有关。虽然光动力疗法(PDT)有效改善痤疮,但光敏剂的透皮传递和有限的光穿透皮肤限制了其治疗效果。在这项研究中,我们利用3D打印技术开发了一种双功能柔性微针贴片,能够同时提供光敏剂5-氨基乙酰丙酸(ALA)和蓝光。微针贴片具有良好的力学性能(每个贴片的断裂力为2.47 N,每个贴片的载药量为655±0µg),使光在组织中的穿透深度增加了128.6%。微针贴片与蓝光联合使用对体外痤疮菌的抑菌率为97.10±1.1%。在动物实验中,该策略使痤疮病变在第7天显著缩小(尺寸:1.53±0.30 mm;厚度评分:0.20±0.45;n = 5 /组,P < 0.05),实验期间未观察到明显的不良反应。我们的临床前研究结果表明,这种双功能微针贴片为其作为PDT的新型集成平台的未来发展提供了概念验证。
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引用次数: 0
An in situ-forming injectable silk hydrogel with a cocktail of chemotherapeutic drugs simultaneously targeting cancer cells and cancer stem cells 一种可注射的丝状水凝胶,其中含有同时靶向癌细胞和癌症干细胞的化疗药物。
IF 6.1 3区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2026-01-29 DOI: 10.1039/D5TB02316E
Jeyashree Kumarasekar, Abhiram Kumar, Jayakumar Rajendran, Kumar Pranav Narayan and Jyotsnendu Giri

Breast cancer recurrence and therapeutic resistance are primarily driven by breast cancer stem cells (bCSCs), which are poorly eliminated by conventional chemotherapy. To address this limitation, we developed an in situ-forming injectable silk hydrogel for sustained dual delivery of doxorubicin (DOX) and salinomycin (SAL), enabling concurrent targeting of bulk tumor cells and bCSCs. The hydrogel forms under physiological conditions without the need for UV irradiation or toxic initiators and exhibits tunable mechanical and degradation properties. An optimized 8% hydrogel exhibited controlled release behavior of DOX and SAL, characterized by a limited initial burst followed by sustained release for up to 30 days. In vitro viability assays demonstrated that DOX or SAL alone reduced cancer cell viability by approximately 45–55%, whereas the dual-drug loaded hydrogel (SilkVS-DOX + SAL) achieved a cytotoxicity of roughly 90%. Mammosphere formation assays demonstrated a marked reduction in both mammosphere number and size, indicating potent inhibition of bCSC self-renewal. Consistently, expression of bCSC-associated stemness markers was reduced by approximately three-fold relative to free-drug treatments. Flow cytometric analysis further confirmed enhanced induction of apoptosis within the bCSC-enriched population following treatment with SilkVS-DOX + SAL. In vivo studies using 4T1 tumor-bearing mice demonstrated that the localized, sustained release of DOX and SAL from the injectable silk hydrogel synergistically suppressed tumor growth, while significantly reducing systemic toxicity compared to individual drug administration. Overall, the in situ silk injectable hydrogel with sustained dual-drug release effectively eliminates both bulk tumor cells and bCSCs, making this injectable silk hydrogel a promising strategy for reducing breast cancer stem cells, which may reduce the chances of recurrence and enhance therapeutic outcomes.

乳腺癌复发和治疗耐药主要是由乳腺癌干细胞(bCSCs)驱动的,而常规化疗很难消除bCSCs。为了解决这一限制,我们开发了一种原位形成的可注射丝水凝胶,用于持续双重递送阿霉素(DOX)和盐霉素(SAL),从而能够同时靶向大块肿瘤细胞和bCSCs。水凝胶在生理条件下形成,不需要紫外线照射或有毒引发剂,并表现出可调的机械和降解性能。经优化的8%水凝胶表现出DOX和SAL的控释行为,其特征是有限的初始爆发,随后持续释放长达30天。体外活力测定表明,DOX或SAL单独降低癌细胞活力约45-55%,而双药负载水凝胶(SilkVS-DOX + SAL)的细胞毒性约为90%。乳腺球形成试验显示,乳腺球数量和大小均显著减少,表明bCSC自我更新受到有效抑制。与免费药物治疗相比,bcsc相关的干性标志物的表达减少了大约三倍。流式细胞分析进一步证实,在SilkVS-DOX + SAL处理后,bcsc富集人群的细胞凋亡诱导增强。4T1荷瘤小鼠的体内研究表明,从可注射的丝水凝胶中局部、持续释放DOX和SAL可协同抑制肿瘤生长,同时与单独给药相比,显著降低全身毒性。总的来说,具有持续双药释放的原位丝可注射水凝胶有效地消除了大块肿瘤细胞和bCSCs,使这种可注射的丝水凝胶成为减少乳腺癌干细胞的有希望的策略,可能减少复发的机会并提高治疗效果。
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引用次数: 0
Photocleavable luminescent conjugates of 2-(2-aryl-5-(piperidin-1-yl)-2H-1,2,3-triazol-4-yl)thiazoles and aminoacids, diagnostics and drugs 2-(2-芳基-5-(胡椒苷-1-基)- 2h -1,2,3-三唑-4-基)噻唑和氨基酸的光可切割发光偶联物,诊断和药物。
IF 6.1 3区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2026-01-29 DOI: 10.1039/D5TB02183A
Timur O. Fomin, Vitalii A. Krasilnikov, Vadim A. Shevyrin, Artem S. Minin, Enrico Benassi and Nataliya P. Belskaya

Photocleavable protective groups (PPGs) offer a straightforward method of temporarily masking the aggressive functions of organic compounds and inactivating biologically active or toxic substrates. The active species can then be released from their photoactivatable precursors in a controlled manner upon exposure to light. In this study, we present a series of photocages based on the novel fluorescent scaffold 2-aryl-2H-1,2,3-triazol-4-yl-thiazoles (ATTs), incorporating proteinogenic amino acids, the biologically active compound biotin, the anticancer agent melphalan, and model compounds such as aromatic acids. Studies of photodegradation under various conditions using mass spectrometry, spectral and kinetic analyses, and quantum mechanical calculations have shown that acid release from the photoconjugates (ATT-PCs) depends on fluorophore fragment structure, acid nature, and the presence of air, water or a phosphate buffer solution (pH of 7.4), as well as the light source power and λir. The release of acid during photodissociation was confirmed through high-resolution mass spectrometry and biological experiments, including the MTT assay and the imaging of Vero cells incubated with ATT-PCs, utilising a confocal scanning microscope. The photorelease mechanism was explored using both experimental studies and quantum mechanical calculations, which revealed that the properties and reactivity of this photosystem are predominantly influenced by the transition to the triplet state. Additionally, the findings indicated that ATT-PCs effectively absorb light in the visible spectrum and exhibit intense fluorescence, even in a DMSO–PBS mixture at a 1 : 9 ratio. Furthermore, ATT-PCs can function as photosensitisers, capable of generating reactive oxygen species (ROS). Cell studies demonstrate the rapid intracellular uptake of ATT-PCs by Vero cells, with accumulation in the endoplasmic reticulum (ER) or lipid droplets within a 0.5-hour incubation period.

光可切割保护基团(PPGs)提供了一种简单的方法,可以暂时掩盖有机化合物的攻击功能,并使生物活性或有毒底物失活。在暴露于光下后,活性物质可以以受控的方式从它们的光活化前体中释放出来。在这项研究中,我们提出了一系列基于新型荧光支架-2 -芳基- 2h -1,2,3-三唑-4-酰基噻唑(ATTs)的光笼,包括蛋白质生成氨基酸、生物活性化合物生物素、抗癌剂美伐兰和芳香酸等模型化合物。利用质谱、光谱和动力学分析以及量子力学计算在各种条件下进行的光降解研究表明,光共轭物(at - pcs)的酸释放取决于荧光团片段结构、酸性质、空气、水或磷酸盐缓冲溶液(pH值为7.4)的存在,以及光源功率和λir。光解过程中酸的释放通过高分辨率质谱法和生物实验得到证实,包括MTT测定和使用共聚焦扫描显微镜对at - pcs孵育的Vero细胞进行成像。利用实验研究和量子力学计算探索了光释放机制,揭示了该光系统的性质和反应性主要受向三重态过渡的影响。此外,研究结果表明,即使在1:9的DMSO-PBS混合物中,at - pcs也能有效地吸收可见光谱中的光并表现出强烈的荧光。此外,at - pcs可以作为光敏剂,能够产生活性氧(ROS)。细胞研究表明,at - pcs可被Vero细胞在细胞内快速摄取,在0.5小时的潜伏期内积聚在内质网(ER)或脂滴中。
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引用次数: 0
The chemical design of antimicrobial ionic liquids guided by machine learning: a review on balancing efficacy and toxicity 基于机器学习的抗菌离子液体化学设计:功效与毒性平衡研究综述。
IF 6.1 3区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2026-01-29 DOI: 10.1039/D5TB02581H
Zheng Liu, Qiuyu Chen, Congfei Yao, Yimin Wang, Siqi Zhu, Jinyu Guan and Yuqing Miao

The design of new antimicrobial materials is a critical challenge in chemistry and materials science, driven by the global threat of multidrug-resistant pathogens. Ionic liquids (ILs) represent a highly versatile class of materials, where their chemical structure can be systematically designed to achieve desired functions. However, a significant hurdle in their application as antimicrobial agents is the inherent trade-off between antibacterial efficacy and host toxicity. This review addresses this materials design challenge by focusing on the use of machine learning (ML) to guide the chemical design of ILs. We provide a comprehensive overview of the chemical mechanisms that drive both the desired antimicrobial activity and the undesired toxicity. We then detail how an understanding of these structure–property relationships is being leveraged to build predictive quantitative structure–toxicity relationship (QSTR) models. A central focus is the application of ML for multi-objective optimization, which allows for the rational design and virtual screening of ILs with optimal efficacy–toxicity profiles. By connecting the design of cationic and anionic structures to biological outcomes, this review offers a forward-looking perspective on the data-driven chemical design of the next generation of antimicrobial materials, highlighting the synergy between materials chemistry and computational science.

在多重耐药病原体的全球威胁下,设计新的抗菌材料是化学和材料科学领域的一项关键挑战。离子液体(ILs)代表了一种高度通用的材料,它们的化学结构可以系统地设计以实现所需的功能。然而,它们作为抗菌剂应用的一个重大障碍是抗菌效果和宿主毒性之间的内在权衡。这篇综述通过关注使用机器学习(ML)来指导il的化学设计来解决这一材料设计挑战。我们提供了驱动所需的抗菌活性和不希望的毒性的化学机制的全面概述。然后,我们详细介绍了如何利用对这些结构-性质关系的理解来构建预测定量结构-毒性关系(QSTR)模型。一个中心焦点是ML在多目标优化中的应用,它允许合理设计和虚拟筛选具有最佳功效-毒性谱的il。通过将阳离子和阴离子结构的设计与生物学结果联系起来,本综述为下一代抗菌材料的数据驱动化学设计提供了前瞻性的视角,突出了材料化学与计算科学之间的协同作用。
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引用次数: 0
Study on the effect of phosphate-doping in wollastonite scaffolds on their physicochemical properties and critical calvarial defect repair 硅灰石支架中掺入磷酸盐对其理化性能及颅骨严重缺损修复的影响研究。
IF 6.1 3区 医学 Q1 MATERIALS SCIENCE, BIOMATERIALS Pub Date : 2026-01-28 DOI: 10.1039/D5TB02155C
Chuchu Xu, Hui Wang, Weijie Wu, Antian Xu, Jiaqi Yang, Min Cheng, Zhongru Gou and Fuming He

The reconstruction of critical-size skull defects is challenged by the limited availability of autologous bone grafts and the mismatch between degradation rate and new bone formation in synthetic scaffolds. Wollastonite (CaSiO3; CSi), despite its favorable bioactivity, suffers from rapid degradation and inadequate structural stability, hindering its clinical application. In this study, we conducted systematic parameter optimization by fabricating a series of 3D-printed wollastonite scaffolds with uniform phosphate-doping levels (CSi-Px, where x = 0, 3, 6, and 9 mol%) via digital light processing (DLP). Our objective was to identify the optimal doping concentration that best balances the scaffold's degradation behavior with its osteogenic capacity. The scaffolds were characterized in terms of pore structure, compressive strength, in vitro degradation and re-mineralization capacity. Cell proliferation and osteogenic differentiation experiments were conducted using bone marrow mesenchymal stem cells (BMSCs). In particular, the bone regeneration efficacy was evaluated in a rabbit cranial defect model over a 12-week period. The results indicated that phosphate doping significantly promoted the proliferation and osteogenic differentiation of bone marrow mesenchymal stem cells (BMSCs), enhanced the mineralization capacity of the scaffold, reduced the in vivo degradation rate of the calcium silicate scaffold, and maintained its structural and morphological stability, thereby providing improved osteoconductive capability. The phosphate content significantly influences bone repair outcomes by modulating the degradation behavior and bioactivity of CSi, and 6% phosphate doping is identified as the optimal content, which may balance the structural stability, biodegradation rate, and potent osteogenic capacity. This study provides quantitative design guidelines for developing calcium–silicon–phosphorus (Ca–Si–P)-based bioceramics.

自体骨移植的有限性以及合成支架的降解率与新骨形成之间的不匹配,对临界尺寸颅骨缺损的重建提出了挑战。硅灰石(CaSiO3; CSi)虽然具有良好的生物活性,但降解速度快,结构稳定性差,阻碍了其临床应用。在这项研究中,我们通过数字光处理(DLP)制作了一系列具有均匀磷酸盐掺杂水平(CSi-Px,其中x = 0,3,6和9 mol%)的3d打印硅灰石支架,进行了系统的参数优化。我们的目标是确定最佳的掺杂浓度,以最好地平衡支架的降解行为与成骨能力。在孔隙结构、抗压强度、体外降解和再矿化能力等方面对支架进行了表征。利用骨髓间充质干细胞(BMSCs)进行细胞增殖和成骨分化实验。特别地,在兔颅骨缺损模型中评估了骨再生效果超过12周。结果表明,磷酸盐掺杂可显著促进骨髓间充质干细胞(BMSCs)的增殖和成骨分化,增强支架的矿化能力,降低硅酸钙支架的体内降解速率,保持其结构和形态的稳定性,从而提高其骨传导能力。磷酸盐含量通过调节CSi的降解行为和生物活性显著影响骨修复结果,6%的磷酸盐掺杂被确定为最佳含量,可以平衡结构稳定性、生物降解率和强大的成骨能力。该研究为开发钙硅磷(Ca-Si-P)基生物陶瓷提供了定量设计指南。
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Journal of Materials Chemistry B
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