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Assessment of Vancomycin Penetration into Cerebrospinal Fluid in Patients with Ventriculitis Using a Physiologically Based Pharmacokinetic Approach. 利用基于生理的药代动力学方法评估脑室炎患者万古霉素在脑脊液中的渗透。
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-02-04 DOI: 10.1007/s11095-026-04023-5
Larissa Martins Alves Guimarães, Letícia Oliveira de Vasconcellos Nacif, Jhohann Richard de Lima Benzi, Mayra Torres de Oliveira Santos, Carolina Yamada, Felipe Francisco Tuon, João Paulo Telles, Fernanda de Lima Moreira

Introduction: Vancomycin is an antimicrobial agent for treating central nervous system (CNS) infections caused by Gram-positive bacteria. Due to practical and ethical reasons, it is difficult to evaluate vancomycin exposure in cerebrospinal fluid (CSF) and its relationship with therapeutic outcomes. Therefore, alternative methodologies are required. We developed a physiologically based pharmacokinetic (PBPK) model to characterize vancomycin exposure in plasma and CSF in patients with ventriculitis enrolled in a therapeutic drug monitoring program.

Methodology: PBPK modeling and simulation were conducted using PK-Sim® version 11.3. A PBPK model was constructed to simulate vancomycin exposure in plasma and CSF. Physicochemical parameters of vancomycin were incorporated into a large molecule model, and tissue distribution was described using the Rodgers-Rowland model.

Results: The final PBPK model incorporated vancomycin's low brain permeability by adjusting the CSF-to-plasma partition coefficient to 0.17. Model validation was performed using data from 33 patients with ventriculitis under external ventricular drainage. The dosing regimen consisted of a 30 mg/kg loading dose followed by a continuous intravenous infusion of 60 mg/kg/day. Mean simulated vancomycin concentrations in plasma and CSF were 32 mg/L and 7.2 mg/L, respectively. The predicted CSF/plasma concentration ratio was 0.22, which closely matched the observed ratio of 0.17.

Conclusion: Vancomycin penetration into the CNS is low and variable, highlighting the importance of therapeutic drug monitoring and individualized therapy in patients with ventriculitis. In the future, this model may facilitate the selection of optimal dosing regimens by simulating alternative dosing strategies and establishing PK/PD relationships for CNS infections.

万古霉素是一种用于治疗革兰氏阳性菌引起的中枢神经系统感染的抗菌药物。由于现实和伦理原因,很难评价脑脊液中万古霉素暴露及其与治疗结果的关系。因此,需要替代的方法。我们开发了一种基于生理的药代动力学(PBPK)模型来表征脑室炎患者血浆和脑脊液中万古霉素的暴露。方法:使用PK-Sim®11.3版本进行PBPK建模和仿真。建立PBPK模型,模拟万古霉素在血浆和脑脊液中的暴露。万古霉素的理化参数纳入大分子模型,组织分布采用Rodgers-Rowland模型。结果:最终PBPK模型通过调节csf -血浆分配系数为0.17,纳入万古霉素的低脑通透性。采用33例脑室外引流术治疗脑室炎患者的数据进行模型验证。给药方案包括30mg /kg负荷剂量,然后连续静脉输注60mg /kg/天。血浆和脑脊液中模拟万古霉素平均浓度分别为32 mg/L和7.2 mg/L。预测的脑脊液/血浆浓度比值为0.22,与观测值0.17非常吻合。结论:万古霉素对中枢神经系统的渗透程度低且多变,强调了脑室炎患者治疗药物监测和个体化治疗的重要性。在未来,该模型可以通过模拟替代给药策略和建立中枢神经系统感染的PK/PD关系来促进最佳给药方案的选择。
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引用次数: 0
2025 Manuscript Reviewers. Thank You! 2025稿件审稿人。谢谢你!
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-31 DOI: 10.1007/s11095-025-04010-2
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引用次数: 0
Naringenin Loaded Hydrogel Supports Wound Repair in a Cell Model of Diabetic Skin. 柚皮素负载水凝胶支持糖尿病皮肤细胞模型的伤口修复。
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-31 DOI: 10.1007/s11095-026-04029-z
Mandeep Kaur Marwah, Yukta Sameer Hindalekar, Karan Rana, Hala Shokr, Mohamad Anas Al Tahan, Lissette Sanchez-Aranguren, Maymunah Sarr, Rosie Kainth, Parmida Babaei, Humaa Asif, Shakil Ahmad, Anisa Mahomed

Introduction: Diabetic foot ulcers are a major complication of diabetes, driven by inflammation, oxidative stress, and poor vascular function. Naringenin, a citrus flavonoid, addresses these factors but has low solubility and stability. We developed a Na-AMPS hydrogel dressing to enhance its delivery under diabetic-like conditions.

Methods: A Na-AMPS hydrogel containing 0.02%(w/w) naringenin was formulated and assessed for rheological and adhesive properties, drug release, and biological activity in HUVEC and HDFa cells. Cytotoxicity (XTT), reactive oxygen species (ROS), mitochondrial membrane potential (TMRM), cytokine levels (IL-6, IL-8, MMP-9, TGF-β), and wound closure (scratch assay) were measured.

Results/discussion: Naringenin modestly reduced the hydrogel elastic modulus (15,791.5 ± 1965 Pa at 30 Hz) without affecting adhesion. Release studies showed rapid drug release from solution but sustained release from hydrogels (17.88 ± 2.61% over 24 h). Under hyperglycaemic and pro-inflammatory conditions, naringenin significantly decreased ROS in HUVECs (41,030.58 ± 2737 to 31,778.74 ± 1822 AU; p < 0.001) and HDFa cells (38,188.13 ± 4593 to 29,950.94 ± 1426 AU; p < 0.05). Naringenin improved mitochondrial membrane potential in both cell types (p < 0.05-0.01) and attenuated pro-inflammatory cytokines. IL-6 decreased in HUVECs (39.40 ± 5.02 to 27.15 ± 3.10 pg/mL; p < 0.01) and HDFa cells (40.05 ± 2.23 to 16.41 ± 1.27 pg/mL; p < 0.0001). In HDFa's, MMP-9 was reduced (403.43 ± 18.70 to 195.33 ± 11.02 pg/mL; p < 0.0001), while in HUVECs, wound closure was enhanced.

Conclusion: Naringenin-loaded Na-AMPS hydrogels demonstrated sustained release, suitable mechanical properties, and significant antioxidant, anti-inflammatory, and wound healing effects. These findings highlight their therapeutic potential for diabetic wounds treatment.

简介:糖尿病足溃疡是糖尿病的主要并发症,由炎症、氧化应激和血管功能不良引起。柚皮素是一种柑橘类黄酮,可以解决这些问题,但其溶解度和稳定性较低。我们开发了一种Na-AMPS水凝胶敷料,以增强其在糖尿病样疾病下的输送。方法:制备含有0.02%柚皮素(w/w)的Na-AMPS水凝胶,测定其在HUVEC和HDFa细胞中的流变性、黏附性、药物释放和生物活性。检测细胞毒性(XTT)、活性氧(ROS)、线粒体膜电位(TMRM)、细胞因子(IL-6、IL-8、MMP-9、TGF-β)水平和伤口愈合(划痕实验)。结果/讨论:柚皮素适度降低水凝胶弹性模量(15791.5±1965 Pa, 30 Hz),不影响粘连。释放研究表明,药物在溶液中快速释放,而在水凝胶中持续释放(24 h内17.88±2.61%)。在高血糖和促炎条件下,柚皮素显著降低HUVECs中的ROS(41,030.58±2737 ~ 31,778.74±1822 AU); p结论:柚皮素负载的Na-AMPS水凝胶具有缓释、适宜的力学性能、显著的抗氧化、抗炎和伤口愈合作用。这些发现突出了它们在糖尿病伤口治疗中的治疗潜力。
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引用次数: 0
Penicillin Concentrations in Oropharyngeal and Frontal Sinus Tissue Following Intravenous Bolus and Continuous Infusion - An Experimental Porcine Study. 静脉注射和持续输注后口咽和额窦组织中青霉素浓度的实验研究。
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-23 DOI: 10.1007/s11095-026-04017-3
Pelle Hanberg, Hans Christian Rasmussen, Mats Bue, Maiken Stilling, Andrea René Jørgensen, Elisabeth Krogsgaard Petersen, Johanne Gade Lilleøre, Magnus A Hvistendahl, Jesper Bille, Tejs Ehlers Klug

Background and purpose: Studies have documented that continuous infusion is superior to bolus infusion in providing longer time with drug concentration above the minimal inhibitory concentration (T > MIC). This porcine study compared steady-state penicillin concentrations in oropharyngeal and frontal sinus tissues following intravenous bolus and continuous administration. EXPERIMENTAL APPROACH: Twelve pigs were randomized to receive either intravenous bolus (Group BI) or continuous (Group CI) infusion of penicillin (1.2 g). Doses were administered at 0, 6, and 12 h, with sampling from 12 to 18 h. Microdialysis was used for sampling in oropharyngeal and frontal sinus tissues, with simultaneous plasma sampling. The primary endpoints were T > MIC for two MIC targets (0.125 (low target) and 0.5 (high target) μg/mL) and attainment of ≥ 50%T > MIC treatment target.

Key results: No statistically significant differences were found between Group BI and CI for either MIC target. The ≥ 50%T > MIC target was achieved in all compartments except for the high MIC target in oropharyngeal tissue in Group CI (46%). although no statistical significance, T > MIC in oropharyngeal tissue tended to be longer in Group BI (low target: 98%; high target: 74%) compared with Group CI (low target: 68%; high target: 46%) (p = 0.07 and p = 0.19, respectively).

Conclusion and implication: Penicillin bolus and continuous infusion resulted in comparable T > MIC in oropharyngeal and frontal sinus tissues. However, bolus infusion showed a higher likelihood of attaining ≥ 50%T > MIC in oropharyngeal tissue. These findings are specific to the porcine model and dosing regimens used and cannot be directly extrapolated to humans.

背景与目的:有研究表明,在药物浓度高于最低抑制浓度(T > MIC)的情况下,持续输注比单次输注提供更长的时间。这项猪研究比较了静脉注射和持续给药后口咽和额窦组织中的稳态青霉素浓度。实验方法:12头猪随机分为静脉注射(BI组)和连续输注(CI组)两组(1.2 g)。分别在0、6和12小时给药,12至18小时取样。口咽和额窦组织采用微透析取样,同时进行血浆取样。主要终点为两个MIC靶点(0.125(低靶点)和0.5(高靶点)μg/mL) T > MIC达到≥50%T > MIC治疗靶点。关键结果:BI组和CI组在任何MIC指标上均无统计学差异。除CI组口咽组织的高MIC目标(46%)外,所有腔室均达到≥50%T > MIC目标。BI组(低目标:98%,高目标:74%)口咽组织T > MIC较CI组(低目标:68%,高目标:46%)有延长的趋势(p = 0.07, p = 0.19),但无统计学意义。结论与意义:青霉素丸剂与连续输注在口咽和额窦组织中产生的T > MIC相当。然而,大剂量输注在口咽组织中达到≥50% t> MIC的可能性更高。这些发现是特定于猪模型和使用的给药方案,不能直接外推到人类。
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引用次数: 0
Lipid Nanoparticle Development in Practice: Challenges and Collective Insights. 脂质纳米颗粒在实践中的发展:挑战和集体见解。
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-22 DOI: 10.1007/s11095-026-04025-3
Xiuling Lu, Sheyda Ranjbar, Fan Zhang, Yahya Choonara, Ryan M Pearson, John Fetse, Rui He, Esraa Mohamed, Amalendu Ranjan, Muhammad Delwar Hussain, Ashraf Hatim Osman Mohamed Kheir, Chun-Wan Yen, Aliasger K Salem, Mitra Mosharraf

Lipid nanoparticles (LNPs) have emerged as a versatile delivery platform for improving pharmacokinetic performance, protecting nucleic acid cargo, and enabling tissue- and cell-specific targeting. Continued advancement of LNP-based therapeutics requires a deeper understanding of how raw material quality, formulation parameters, nanoparticle architecture, and biological context collectively influence clinical performance. In this Perspective, we discuss key challenges, practical insights, and lessons learned from ongoing LNP development efforts, with emphasis on characterization strategies, delivery specificity, scale-up considerations, long-term stability, and emerging applications of artificial intelligence. We highlight the importance of rational design principles, robust and reproducible manufacturing practices, comprehensive analytical characterization, and innovative approaches to support the next generation of LNP technologies.

脂质纳米颗粒(LNPs)已经成为一种通用的递送平台,可以改善药代动力学性能,保护核酸货物,并实现组织和细胞特异性靶向。以lnp为基础的治疗方法的持续发展需要对原料质量、配方参数、纳米颗粒结构和生物环境如何共同影响临床表现有更深入的了解。在这一观点中,我们讨论了关键的挑战、实际的见解和从正在进行的LNP开发工作中吸取的教训,重点是表征策略、交付特异性、规模考虑、长期稳定性和人工智能的新兴应用。我们强调了合理的设计原则、稳健和可重复的制造实践、全面的分析表征和创新方法的重要性,以支持下一代LNP技术。
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引用次数: 0
Differences in mAb Galactosylation Caused by the Leaching of Manganese Ions from Different Bioreactors. 不同生物反应器中锰离子浸出对单克隆抗体半乳糖基化的影响。
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-22 DOI: 10.1007/s11095-026-04021-7
Xiaojing Liu, Guohong Qin, Jiaqi Mao, Guozhu Li, Chengying Tan, Shengnan Xu, Pan Wang, Xiaofei Wang, Yunfei Lin, Dan Xu

Background: Protein N-glycosylation is one of the critical quality attributes of monoclonal antibody (mAb). Evaluating its scalability and batch-to-batch consistency is essential for ensuring process robustness and product safety and efficacy.

Results: This study revealed that Project A exhibited significant scale differences in galactosylation ratio during process development and scale-up, with galactosylation levels in 2 L bioreactors being significantly greater than those in shake flasks and 200 L single-use bioreactors. We investigated the cause of this phenomenon and determined that the elevated galactosylation in 2 L bioreactor was due to the leaching of 0.05 μM to 0.06 μM manganese ions from the stainless-steel components in the 2 L glass bioreactor. These scale differences can be eliminated by adding 0.2 μM MnCl2 · 4H2O. Second, for projects with lower galactosylation levels, this paper suggests the use of shake flasks instead of bioreactors to guide the process scale-up of mAb glycosylation, thereby reducing trial-and-error costs and the production costs associated with replacing glass bioreactors with single-use bioreactors. Notably, the scale differences in mAb galactosylation observed in Project A do not apply to Project B, which showed no scale effect, indicating that this phenomenon may be more applicable to cell lines that are more sensitive to metal ions.

Conclusions: These findings demonstrate that metal ion leaching presents a substantial challenge to the process consistency of mAb. We have proposed a series of targeted and practical solutions to address the issue of "equipment and material leaching" during the production of mAb glycosylation amplification.

背景:蛋白n -糖基化是单克隆抗体(mAb)的关键质量属性之一。评估其可扩展性和批对批一致性对于确保工艺稳健性和产品安全性和有效性至关重要。结果:本研究发现,A项目在工艺开发和放大过程中,半乳糖基化率存在显著的规模差异,2 L生物反应器中的半乳糖基化水平显著高于摇瓶和200 L一次性生物反应器。我们研究了这一现象的原因,确定了2l生物反应器中半乳糖基化的升高是由于从2l玻璃生物反应器中的不锈钢组分中浸出0.05 μM ~ 0.06 μM的锰离子所致。加入0.2 μM的MnCl2·4H2O可以消除这些垢差。其次,对于半乳糖基化水平较低的项目,本文建议使用摇瓶代替生物反应器来指导单抗糖基化的工艺放大,从而降低了试错成本和用一次性生物反应器替代玻璃生物反应器的生产成本。值得注意的是,A项目中观察到的单抗半乳糖基化的尺度差异并不适用于B项目,B项目不存在尺度效应,说明这一现象可能更适用于对金属离子更敏感的细胞系。结论:这些发现表明,金属离子浸出对单克隆抗体的工艺一致性提出了实质性的挑战。针对单抗糖基化扩增生产过程中的“设备和材料浸出”问题,我们提出了一系列针对性和实用性的解决方案。
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引用次数: 0
Potential Enhancement of Topical Drug Delivery Using Grapefruit-derived Nanoparticles Modified Using TAT Peptide. 使用TAT肽修饰的葡萄柚衍生纳米颗粒增强局部药物传递的潜力。
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-21 DOI: 10.1007/s11095-026-04014-6
Risa Kanai, Tomohiro Seki, Tomona Yukimura, Syuuhei Komatsu, Shoko Itakura, Florencio Jr Arce, Gerard Lee See, Yuka Kiba, Masashi Kitamura, Nao Kodama, Yutaka Inoue, Takeshi Oshizaka, Hiroaki Todo

Purpose: Plant-derived nanoparticles (PdNPs) have garnered increasing attention as versatile tools for nucleic acid delivery, and they have been investigated for the transdermal delivery of encapsulated nucleic acids. However, not all PdNPs have high skin penetration enhancement ability. Surface modification of PdNPs with cell penetration peptides (CPPs) can enable skin penetration, with the Tat-peptide selected as a suitable CPP. In the present study, the feasibility of enhancing skin penetration was evaluated using grapefruit-derived nanoparticles (GNPs) modified with stearylated Tat-peptide (STR-Tat).

Methods: The surface modification of GNPs with STR-Tat was conducted using a simple mixing method of synthesized STR-Tat with GNPs. Changes in particle size and zeta-potential of STR-Tat-GNPs were measured. In addition, in vivo skin penetration experiments were conducted as well as investigating cellular uptake and cell toxicity to determine the effect of surface modification on the skin penetration ability of GNPs.

Results: A positive zeta potential was observed for STR-Tat-GNPs, whereas GNPs had a negative zeta potential. In addition, increased cellular uptake was confirmed for STR-Tat-GNPs without extensive cell toxicity. DiI-derived fluorescence was observed in hair follicles and at deeper sites of the dermis when DiI-labelled STR-Tat-GNPs were applied on mouse back skin in in vivo conditions.

Conclusion: A simple mixing procedure of STR-Tat enhanced the skin penetration ability of a lipophilic dye initially associated with GNPs without cellular toxicity. Therefore, this approach may be applicable for providing plant-derived particles, which are expected to be an effective vehicle for nucleic acid delivery with high skin penetration ability.

目的:植物源性纳米颗粒(PdNPs)作为多用途的核酸递送工具已引起越来越多的关注,它们已被研究用于包封核酸的透皮递送。然而,并不是所有的PdNPs都具有高的皮肤穿透增强能力。细胞穿透肽(CPPs)修饰PdNPs的表面可以使皮肤穿透,选择tat -肽作为合适的CPP。在本研究中,研究人员评估了用硬脂酰化tat -肽(STR-Tat)修饰的葡萄柚衍生纳米颗粒(GNPs)增强皮肤渗透的可行性。方法:采用合成的STR-Tat与GNPs简单混合的方法,对GNPs进行STR-Tat表面改性。测定STR-Tat-GNPs的粒径和ζ电位的变化。此外,我们还进行了体内皮肤渗透实验,研究细胞摄取和细胞毒性,以确定表面修饰对GNPs皮肤渗透能力的影响。结果:STR-Tat-GNPs呈正zeta电位,而GNPs呈负zeta电位。此外,证实了STR-Tat-GNPs的细胞摄取增加,但没有广泛的细胞毒性。当dii标记的STR-Tat-GNPs在体内条件下作用于小鼠背部皮肤时,在毛囊和真皮较深的部位观察到dii衍生的荧光。结论:简单的STR-Tat混合程序增强了最初与GNPs相关的亲脂性染料的皮肤渗透能力,而没有细胞毒性。因此,该方法可能适用于提供植物源性颗粒,有望成为具有高皮肤穿透能力的核酸递送有效载体。
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引用次数: 0
Enhanced Solubilization of Ketoprofen Using Triton X-100, Triton X-165, Brij C10, and Their Binary and Ternary Mixed Micelle Systems. Triton X-100、Triton X-165、Brij C10及其二元和三元混合胶束体系增强酮洛芬的增溶作用
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-21 DOI: 10.1007/s11095-025-04000-4
Zita Farkaš Agatić, Mladena Lalić-Popović, Nemanja Todorović, Ana Stjepanović, Vesna Tepavčević, Mihalj Poša

Purpose: This study investigates the thermodynamic behaviour and solubilization efficiency of micellar systems composed of Triton X-100, Triton X-165, and Brij C10, individually and in mixtures, using ketoprofen as a poorly water-soluble model drug (BCS class II). The aim was to clarify the relationship between micellar stability, molecular interactions, and drug solubilization.

Methods: Critical micelle concentrations (cmc) were determined by fluorescence spectroscopy with pyrene as a probe. Non-ideality of mixed micelles was analysed by Rubingh's model, Regular Solution Theory, and the Margules function. Thermodynamic parameters (gE, sE, hE) were derived, and ketoprofen solubilization was quantified by HPLC as molar solubilization ratio (MSR) and excess solubilization parameters.

Results: Brij C10 exhibited the lowest cmc, reflecting strong hydrophobic contributions. Binary systems containing Brij C10 with Triton X-100 or X-165 showed pronounced synergism, indicated by negative β and gᴱ values. Triton-only systems behaved nearly ideally. Brij C10 alone provided the highest MSR, while binary Triton-Brij mixtures displayed partial antagonism in ΔMSR despite favourable thermodynamic stabilization. The ternary system was thermodynamically stable but less effective for ketoprofen solubilization due to packing constraints.

Conclusions: Micellar stability and solubilization efficiency are not always correlated. Brij-rich micelles showed superior ketoprofen solubilization, whereas overly stabilized ternary systems limited drug loading. These findings highlight the need to balance stability and flexibility when designing micellar carriers for hydrophobic BCS class II drugs.

目的:研究Triton X-100、Triton X-165和Brij C10组成的胶束体系的热力学行为和增溶效率,以酮洛芬为低水溶性模型药物(BCS II类)。目的是阐明胶束稳定性、分子相互作用和药物增溶之间的关系。方法:以芘为探针,采用荧光光谱法测定临界胶束浓度(cmc)。利用Rubingh模型、正则解理论和Margules函数分析了混合胶束的非理想性。推导了酮洛芬的热力学参数(gE、sE、hE),并采用高效液相色谱法定量测定了酮洛芬的摩尔增溶比(MSR)和过量增溶参数。结果:brijc10的cmc最低,疏水贡献强。含有Brij C10和Triton X-100或X-165的双星系统表现出明显的协同作用,β和gᴱ值为负。只有triton的系统表现得近乎理想。brijc10单独具有最高的MSR,而Triton-Brij二元混合物在ΔMSR中表现出部分拮抗作用,尽管具有良好的热力学稳定性。三元体系热力学稳定,但由于填料的限制,对酮洛芬的溶解效果较差。结论:胶束稳定性与增溶效率并不总是相关的。富brij胶束表现出优越的酮洛芬增溶性,而过度稳定的三元体系限制了药物负载。这些发现强调了在设计疏水性BCS II类药物的胶束载体时需要平衡稳定性和灵活性。
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引用次数: 0
From Blood Flow to Tumor Cell Internalization: A Multistage Computational Model of Nanoparticle Dynamics. 从血流到肿瘤细胞内化:纳米颗粒动力学的多阶段计算模型。
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-15 DOI: 10.1007/s11095-026-04018-2
Álvaro González-Garcinuño, Eva Martin Del Valle, Sasa Kenjeres

Background: Understanding the transport of nanoparticles within blood vessels and their distribution in tumor tissues is crucial for the successful implementation of nanotechnological strategies in clinical practice. Although numerous studies have examined nanoparticle transport in blood flow, none have comprehensively investigated all the sequential steps a nanoparticle must undergo prior to internalization by target cells.

Methods: A computational framework was developed in COMSOL Multiphysics to simulate nanoparticle (NP) transport from systemic administration through to tumor cell internalization. The model integrates three coupled stages: (1) NP movement within a non-Newtonian blood flow; (2) trans-endothelial transport; and (3) NP motion within the tumor stroma, incorporating affinity forces to capture ligand-receptor interactions. The tumor geometry was reconstructed, including cancer cells and fibroblasts, to reproduce physiological porosity. Multiple case studies were conducted to evaluate the impact of particle density, injection velocity, and size on NP biodistribution.

Results: The computational model effectively simulates nanoparticle transport across all stages. Notably, it is the first model in the literature to incorporate the affinity of functionalized nanoparticles, which facilitates ligand-receptor interactions for targeted delivery. Simulation outcomes indicate that a low Stokes number is critical for ensuring a higher percentage of particles reach the end of the capillary network. Furthermore, surface modification of nanoparticles with ligands promotes more specific distribution within the stroma, reducing the percentage of nanoparticles that fail to reach target cells by approximately 50% CONCLUSIONS: A novel and comprehensive computational model has been developed to include the entire process of nanoparticle distribution following systemic administration, including specific recognition by cellular receptors.

背景:了解纳米颗粒在血管内的运输及其在肿瘤组织中的分布对于在临床实践中成功实施纳米技术策略至关重要。尽管许多研究已经检测了纳米颗粒在血流中的运输,但没有一个研究全面地研究了纳米颗粒在被靶细胞内化之前必须经历的所有顺序步骤。方法:在COMSOL Multiphysics中开发了一个计算框架来模拟纳米颗粒(NP)从全身给药到肿瘤细胞内化的运输。该模型集成了三个耦合阶段:(1)非牛顿血流中的NP运动;(2)跨内皮运输;(3)肿瘤基质内的NP运动,结合亲合力捕捉配体-受体相互作用。重建肿瘤的几何形状,包括癌细胞和成纤维细胞,以重现生理孔隙。进行了多个案例研究,以评估颗粒密度,注射速度和大小对NP生物分布的影响。结果:该计算模型有效地模拟了纳米颗粒在各个阶段的输运。值得注意的是,这是文献中第一个结合功能化纳米颗粒亲和力的模型,这有助于配体-受体相互作用以实现靶向递送。模拟结果表明,低斯托克斯数对于确保更高百分比的颗粒到达毛细网络的末端至关重要。此外,配体修饰纳米颗粒的表面促进了基质内更特异性的分布,减少了约50%的纳米颗粒未到达靶细胞的百分比。结论:已经开发了一个新的综合计算模型,包括系统给药后纳米颗粒分布的整个过程,包括细胞受体的特异性识别。
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引用次数: 0
Forecasting the Biological Effect of PEGylated-rHuEPO Candidates in Chronic Kidney Disease Patients using a Middle-out Translation Approach. 利用中间翻译方法预测peg - rhuepo候选物在慢性肾病患者中的生物学效应
IF 4.3 3区 医学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-15 DOI: 10.1007/s11095-025-04013-z
Gledys Reynaldo-Fernandez, Leyanis Rodriguez-Vera, Daniel Amaro, Joaquin Solozábal, Jorge Duconge, Victor Mangas-Sanjuan, Iñaki F Troconiz, Francine Johansson Azeredo, Valvanera Vozmediano

Background: Anemia is a common and debilitating complication in patients with chronic kidney disease (CKD), often managed with erythropoiesis-stimulating agents. While PEGylation extends drug half-life, it may alter pharmacodynamics, requiring careful dose optimization. This study applies a middle-out translational pharmacokinetic/pharmacodynamic modeling approach, aligned with Model-Informed Drug Development principles, to evaluate two pegylated recombinant human erythropoietin candidates (PEG-EPO 32 kDa and PEG-EPO 40 kDa) and guide dose selection for CKD patients.

Methods: A semi-mechanistic pharmacokinetic/pharmacodynamic model developed in rabbits was extrapolated to humans using allometric scaling for pharmacokinetics and physiological adaptation for pharmacodynamics. The model was verified using intravenous data from Mircera®. Simulations were conducted in virtual CKD stage 4 and 5 populations to predict hemoglobin (Hb) trajectories over 90 days of dosing. Clinical thresholds were applied to assess efficacy and safety.

Results: Simulations with 0.6 µg/kg Q2W reproduced Mircera® profiles but showed higher proportions of patients exceeding Hb safety thresholds (> 11 g/dL in stage 4, > 9 g/dL in stage 5) for both PEG-EPOs. Dose reduction to 0.4 µg/kg Q2W aligned Hb responses with Mircera®, reducing the risk of excessive Hb elevation.

Conclusions: Middle-out modeling successfully predicted clinical performance of PEG-EPO candidates and identified 0.4 µg/kg Q2W as optimal starting dose for clinical trials. PEG-EPO 32 kDa and 40 kDa emerges as a promising candidate for further development. This study exemplifies the value of MIDD in optimizing dose selection, enhancing translational relevance, and de-risking early clinical evaluation of long-acting erythropoiesis-stimulating agents in CKD.

背景:贫血是慢性肾脏疾病(CKD)患者中一种常见且衰弱的并发症,通常使用促红细胞生成素进行治疗。虽然聚乙二醇化延长了药物的半衰期,但它可能改变药效学,需要仔细优化剂量。本研究采用中间翻译药代动力学/药效学建模方法,与模型知情药物开发原则相一致,评估两种聚乙二醇化重组人促红细胞生成素候选物(PEG-EPO 32 kDa和PEG-EPO 40 kDa),并指导CKD患者的剂量选择。方法:在家兔身上建立半机械药代动力学/药效学模型,采用异速测量法进行药代动力学外推,采用生理适应法进行药效学外推。该模型使用Mircera®的静脉注射数据进行验证。在虚拟CKD 4期和5期人群中进行了模拟,以预测90天内给药后的血红蛋白(Hb)轨迹。采用临床阈值评估疗效和安全性。结果:0.6µg/kg Q2W的模拟重现了Mircera®谱,但显示两种peg - epo超过Hb安全阈值的患者比例更高(4期为11 g/dL, 5期为9 g/dL)。剂量降低至0.4µg/kg Q2W与Mircera®的Hb反应一致,降低了Hb过度升高的风险。结论:中间模型成功预测了PEG-EPO候选药物的临床表现,并确定0.4µg/kg Q2W为临床试验的最佳起始剂量。PEG-EPO为32kda和40kda,具有进一步开发的潜力。本研究体现了MIDD在优化剂量选择、增强翻译相关性和降低慢性肾病长效促红细胞生成药物早期临床评估风险方面的价值。
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Pharmaceutical Research
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