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Machine learning-based SERS serum detection platform for high-sensitive and high-throughput diagnosis of colorectal precancerous lesions 基于机器学习的SERS血清检测平台用于结直肠癌前病变的高灵敏度和高通量诊断
IF 5.7 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-03-28 DOI: 10.1002/btm2.70019
Qunshan Zhu, Gaoyang Chen, Lei Fu, Dawei Cao, Zhenguang Wang, Yan Yang, Wei Wei

Colorectal precancerous lesions (CRP) are early signs of cancer development, and early detection helps prevent progression to colorectal cancer (CRC), reducing incidence and mortality rates. This study developed a serum detection platform integrating surface-enhanced Raman scattering (SERS) with machine learning (ML) for early detection of CRP. Specifically, a microarray chip with Au/SnO2 nanorope arrays (Au/SnO2 NRAs) substrate was designed for SERS spectral measurement of serum. The Principal Component Analysis (PCA)-Optimal Class Discrimination and Compactness Optimization (OCDCO) model was proposed to identify CRP spectra. The results demonstrated that the microarray chip exhibited superior portability, SERS activity, stability, and uniformity. Through PCA-OCDCO, the serum samples from healthy controls, CRP patients, and CRC patients were effectively classified, and several key spectral features for distinguishing different groups were identified. The established PCA-OCDCO model achieved outstanding performance, with an accuracy of 97%, a sensitivity of 95%, a specificity of 97%, and an AUC of 0.96. This study suggests that the platform, integrating SERS with the PCA-OCDCO model, holds potential for the early detection of CRP, providing an approach for CRP prevention and clinical diagnostics.

结直肠癌前病变(CRP)是癌症发展的早期迹象,早期发现有助于预防结直肠癌(CRC)的进展,降低发病率和死亡率。本研究开发了一种结合表面增强拉曼散射(SERS)和机器学习(ML)的血清检测平台,用于CRP的早期检测。具体而言,设计了一种以Au/SnO2纳米阵列(Au/SnO2 NRAs)为底物的微阵列芯片,用于血清SERS光谱测量。提出了主成分分析(PCA)‐最优类判别和紧凑性优化(OCDCO)模型来识别CRP光谱。结果表明,微阵列芯片具有优越的便携性、SERS活性、稳定性和均匀性。通过PCA‐OCDCO,可以有效地对健康对照、CRP患者和CRC患者的血清样本进行分类,并确定了几种用于区分不同群体的关键光谱特征。建立的PCA - OCDCO模型具有优异的性能,准确率为97%,灵敏度为95%,特异性为97%,AUC为0.96。该研究表明,该平台将SERS与PCA - OCDCO模型相结合,具有早期检测CRP的潜力,为CRP的预防和临床诊断提供了一种方法。
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引用次数: 0
Efficacy and safety assessment of homotopical transplantation of iPSCs-derived midbrain organoids into the substantia nigra of Parkinsonian rats 诱导多能干细胞来源的中脑类器官同种外源性移植到帕金森大鼠黑质的有效性和安全性评估
IF 5.7 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-03-27 DOI: 10.1002/btm2.70014
Xin Zheng, Jianwei Chen, Zhengzheng Huang, Youcheng Zhang, Liping Zhou

Current ectopic implantation has shown limited efficacy in promoting reinnervation of the nigrostriatal pathway, which is critically affected in Parkinson's disease (PD). Homotopic transplantation, on the other hand, may facilitate physiological cell rewiring of the basal ganglia, potentially improving PD symptoms. This study aimed to evaluate the efficacy and safety of homotopically engrafting human induced pluripotent stem cells (hiPSCs)-derived midbrain organoids into the substantia nigra of PD rats. A rat model of PD was induced using 6-hydroxydopamine (6-OHDA) and homotopically transplanted into the lesioned SN with hiPSC-derived hMOs. The engrafted hMOs survived and continually mature in host brains, and were mainly differentiated into dopaminergic lineage neurons, part of which presented TH+ fibers. Behavioral evaluation demonstrated that transplantation of hMOs gradually reverse the motor disorder caused by 6-OHDA lesioning by 22% at week 5 and 35% by week 10 post-transplantation, respectively. No tumor formation or migration was detected in either subcutaneous space or vital organs following 10 weeks implantation. These findings support the efficacy and safety of homotopical hMOs transplantation, offering a promising cell-based strategy for treating Parkinson's disease.

目前异位植入在促进黑质纹状体通路神经再生方面的效果有限,而黑质纹状体通路在帕金森病(PD)中受到严重影响。另一方面,同位移植可能促进基底神经节的生理细胞重新布线,可能改善PD症状。本研究旨在评价人类诱导多能干细胞(hipsc)来源的中脑类器官同位移植PD大鼠黑质的有效性和安全性。用6 -羟多巴胺(6 - OHDA)诱导大鼠PD模型,并将hiPSC衍生的hMOs同位移植到受损的SN中。移植的hMOs在宿主大脑中存活并持续成熟,主要分化为多巴胺系神经元,部分神经元呈现TH+纤维。行为评估表明,移植hMOs可逐渐逆转6 - OHDA损伤引起的运动障碍,在移植后第5周和第10周分别减少22%和35%。植入10周后,皮下间隙及重要脏器均未见肿瘤形成或迁移。这些发现支持同种外源性hMOs移植的有效性和安全性,为治疗帕金森病提供了一种有希望的基于细胞的策略。
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引用次数: 0
Key parameters for designing robust 2D and 3D spheroid models for in vitro atherosclerosis research 为体外动脉粥样硬化研究设计稳健的二维和三维球体模型的关键参数
IF 5.7 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-03-21 DOI: 10.1002/btm2.10736
Ibukunoluwa Naiyeju, Stephanie Lehoux, Maryam Tabrizian

Atherosclerosis is a chronic, systemic, inflammatory disease associated with the build-up of fatty deposits (“plaques”) in the arteries. A major global health burden, severe atherosclerosis progresses to ischemic heart disease, an underlying condition which can exacerbate the occurrence of fatal events such as heart attack and stroke. Over the past two decades, the use of in vitro models to study atherosclerotic phenomena has increased, with the goal of complementing clinical research for drug and therapy development. In particular, 2D co-culture models, and in the last decade, 3D spheroid models have been developed to improve our understanding of the atherosclerotic disease mechanism. However, the existing literature lacks information on the relevant parameters which should be considered prior and during the design of these models to promote model robustness and enhance their biomimetic capacities. This review provides an overview of such key parameters, as well as future perspectives on how existing limitations in the field of cell-based in vitro model design can be improved. It is expected that by carefully considering these parameters, researchers will be better equipped with the required knowledge to develop biomedically and clinically relevant in vitro models.

动脉粥样硬化是一种慢性、全身性、炎症性疾病,与动脉中脂肪沉积(“斑块”)的积累有关。严重动脉粥样硬化是全球主要的健康负担,可发展为缺血性心脏病,这是一种可能加剧心脏病发作和中风等致命事件发生的潜在疾病。在过去的二十年中,体外模型研究动脉粥样硬化现象的使用有所增加,目的是补充药物和治疗开发的临床研究。特别是2D共培养模型,在过去的十年中,3D球体模型已经被开发出来,以提高我们对动脉粥样硬化疾病机制的理解。然而,现有文献缺乏在这些模型设计之前和设计过程中应该考虑的相关参数的信息,以提高模型的鲁棒性和增强其仿生能力。这篇综述提供了这些关键参数的概述,以及如何改进基于细胞的体外模型设计领域现有限制的未来观点。期望通过仔细考虑这些参数,研究人员将更好地配备所需的知识来开发生物医学和临床相关的体外模型。
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引用次数: 0
Correction to “A stretchable, electroconductive tissue adhesive for the treatment of neural injury” 对“治疗神经损伤的可拉伸导电组织胶粘剂”的修正
IF 5.7 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-03-19 DOI: 10.1002/btm2.10759

Dhal J, Ghovvati M, Baidya A, et al. A stretchable, electroconductive tissue adhesive for the treatment of neural injury. Bioeng Transl Med. 2024;9(5):e10667. doi:10.1002/btm2.10667

刘建军,刘建军,刘建军,等。一种可拉伸的导电组织胶,用于治疗神经损伤。中国生物医学工程学报,2009;9(5):1061 - 1067。doi: 10.1002 / btm2.10667
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引用次数: 0
Transport physics-informed reinforcement learning agents deployed in standalone infusion pumps for managing multidrug delivery in critical care 运输物理信息强化学习代理部署在独立输液泵中,用于管理重症监护中的多药物输送
IF 5.7 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-03-18 DOI: 10.1002/btm2.70013
V. Chandran Suja, A. L. H. S. Detry, N. M. Sims, D. E. Arney, S. Mitragotri, R. A. Peterfreund

Managing delivery of complex multidrug infusions in anesthesia and critical care presents a significant clinical challenge. Current practices relying on manual control of infusion pumps often result in unpredictable drug delivery profiles and dosing errors—key issues highlighted by the United States Food and Drug Administration (FDA). To address these issues, we introduce the SMART (synchronized-pump management algorithms for reliable therapies) framework, a novel approach that leverages low Reynolds number drug transport physics and machine learning to accurately manage multidrug infusions in real-time. SMART is activated based on the Shafer number (Sh), a novel non-dimensional number that quantifies the relative magnitude of a drug's therapeutic action timescale to its transport timescale within infusion manifolds. SMART is useful when Sh<1, where drug transport becomes the rate limiting step in achieving the desired therapeutic effects. When activated, SMART monitors multidrug concentrations within infusion manifolds and leverages this information to perform end-to-end management of drug delivery using an ensemble of deterministic and deep reinforcement learning (RL) decision networks. Notably, SMART RL networks employ differentially sampled split buffer architecture that accelerates learning and improves performance by seamlessly combining deterministic predictions with RL experience during training. SMART deployed in standalone infusion pumps under simulated clinical conditions outperformed state-of-the-art manual control protocols. This framework has the potential to revolutionize critical care by enhancing accuracy of medication delivery and reducing cognitive workloads. Beyond critical care, the ability to accurately manage multi-liquid delivery via complex manifolds will have important bearings for manufacturing and process control.

在麻醉和重症监护中管理复杂的多药输注是一项重大的临床挑战。目前依靠手动控制输液泵的做法经常导致不可预测的药物输送曲线和剂量错误——这是美国食品和药物管理局(FDA)强调的关键问题。为了解决这些问题,我们引入了SMART(用于可靠治疗的同步泵管理算法)框架,这是一种利用低雷诺数药物传输物理和机器学习来实时准确管理多药物输注的新方法。SMART是基于Shafer数()激活的,Shafer数是一种新的无维数,用于量化药物治疗作用时间尺度与输注流形内输送时间尺度的相对大小。当药物转运成为达到预期治疗效果的速率限制步骤时,SMART是有用的。激活后,SMART监测输液管内的多种药物浓度,并利用这些信息使用确定性和深度强化学习(RL)决策网络的集合执行端到端的药物输送管理。值得注意的是,SMART强化学习网络采用差分采样分割缓冲架构,通过在训练期间将确定性预测与强化学习经验无缝结合来加速学习并提高性能。在模拟临床条件下,SMART部署在独立输液泵中,优于最先进的手动控制协议。该框架有可能通过提高药物传递的准确性和减少认知工作量来彻底改变重症监护。在重症监护之外,通过复杂歧管精确管理多液体输送的能力将对制造和过程控制产生重要影响。
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引用次数: 0
Correction to “Drug cross-linking electrospun fiber for effective infected wound healing” 更正“药物交联静电纺丝纤维有效治疗感染伤口”
IF 5.7 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-03-17 DOI: 10.1002/btm2.10758

Luo Y, Zheng S, Wang K, et al. Drug cross-linking electrospun fiber for effective infected wound healing. Bioeng Transl Med. 2023;8(6):e10540. doi:10.1002/btm2.10540

The corrected images are shown below. These errors will not affect the conclusion.

In Figure 5b, on day 4 (D4), we misused the image of TA Solution group for PVA Fiber group.

In Figure 9c, we misused the images of PVA Fiber group for TA/PVA Fiber group.

In Figure 10, for spleen images, we misused the image of TA Solution group for PVA Fiber group.

We apologize for these errors.

罗勇,郑生,王凯,等。药物交联静电纺纤维对感染伤口的有效愈合。中国生物医学工程学报,2009;8(6):1054 - 1054。更正后的图像如下所示。这些错误不会影响结论。在图5b中,在第4天(D4),我们将TA Solution组的图像误用为PVA Fiber组。在图9c中,我们将PVA Fiber组的图像误用为TA/PVA Fiber组。在图10中,对于脾脏图像,我们将TA溶液组的图像误用为PVA纤维组。我们为这些错误道歉。
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引用次数: 0
Paquinimod-hydrogel hybrid microneedle array patch alleviates hypertrophic scar via inhibiting M1 polarization 帕喹尼莫德-水凝胶混合微针阵列贴片通过抑制M1极化减轻增生性疤痕
IF 5.7 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-03-15 DOI: 10.1002/btm2.70016
Zihui Zhang, Peng Wang, Hengdeng Liu, Hanwen Wang, Miao Zhen, Xuefeng He, Suyue Gao, Juntao Xie, Julin Xie

Hypertrophic scar (HS) is one of the most common complications of skin injuries, with a lack of effective therapeutic approaches to date. Most current research has focused on the dysfunction of hypertrophic scar fibroblasts (HSFBs) and dermal vascular endothelial cells (HDVECs), neglecting the crucial role of the inflammatory microenvironment that causes them to be abnormal. In this study, we first discovered and validated that the S100A8/9 specific inhibitor Paquinimod could inhibit macrophage polarization toward M1, and further suppress the proliferation, migration, collagen formation, and angiogenesis of HSFBs and HDVECs in vitro. This mechanism has also been validated in a rat model of HS. Then, we developed a good biocompatibility and penetrability Paquinimod-Hydrogel Hybrid Microneedle Array Patch (PHMAP) for HS treatment. With the advantages of excellent penetrability, surface sealing, sustained release, and precise uniform distribution, PHMAP exhibited superior therapeutic efficacy over intravenous and intradermal injections. These results suggest that PHMAP can be a promising and advanced solution for HS prevention and therapies.

增生性瘢痕(HS)是皮肤损伤最常见的并发症之一,迄今缺乏有效的治疗方法。目前大多数研究都集中在肥厚性瘢痕成纤维细胞(HSFBs)和真皮血管内皮细胞(hdvec)的功能障碍上,而忽视了炎症微环境导致它们异常的关键作用。在本研究中,我们首次发现并验证了S100A8/9特异性抑制剂Paquinimod可以抑制巨噬细胞向M1极化,进一步抑制HSFBs和HDVECs的体外增殖、迁移、胶原形成和血管生成。这一机制在大鼠HS模型中也得到了验证。然后,我们开发了一种具有良好生物相容性和穿透性的Paquinimod - Hydrogel杂交微针阵列贴片(PHMAP)用于治疗HS。PHMAP具有良好的渗透性、表面密闭性、缓释、分布精确均匀等优点,其治疗效果优于静脉和皮内注射。这些结果表明,PHMAP是一种很有前途的、先进的HS预防和治疗方案。
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引用次数: 0
Engineered microvascular basement membrane mimetic for real-time neutrophil tracking in the microvascular wall 用于微血管壁中性粒细胞实时跟踪的工程微血管基膜模拟物
IF 5.7 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-03-12 DOI: 10.1002/btm2.70008
Laura C. Morales, Catherine D. Kim, Yangang Pan, Simon Scheuring, Anjelica L. Gonzalez

The microvascular basement membrane (mvBM) is crucial in maintaining vascular integrity and function and, therefore, key to the health of major organs. However, the complex nature and the intricate interplay of biochemical and biomechanical factors that regulate the mvBM functional dynamics make it difficult to study. Here, we present a novel and highly tunable in vitro model of the human mvBM, enabling a bottom-up approach to assemble a composite model of the microvascular wall and explore microvascular dynamics and interactions with circulating neutrophils in real time. An electrospun polyethylene glycol (PEG)-based fibrillar network mimics the mvBM with adjustable nanofiber diameter, orientation, and density. The fidelity of the model to the human mvBM's topography and mechanics was verified through second harmonic generation imaging and atomic force microscopy. PEG was functionalized with bioactive moieties to enable endothelial cell (EC) and pericyte (PC) attachment, through which neutrophil interactions with the microvascular wall model were observed. The model, coupled with 4D microscopy, revealed nuanced and dynamic neutrophil behavior when interacting with the microvascular wall, demonstrating its utility in characterizing cell–cell interactions. As such, the model can be employed in the exploration of inflammatory and microvascular-related diseases. Therefore, this innovative approach represents a significant advancement in vascular biology research, holding profound implications for understanding mvBM dynamics in both health and disease.

微血管基底膜(mvBM)在维持血管完整性和功能方面至关重要,因此对主要器官的健康至关重要。然而,调节mvBM功能动力学的生物化学和生物力学因素的复杂性和错综复杂的相互作用使其难以研究。在这里,我们提出了一种新颖的、高度可调的人类mvBM体外模型,使自下而上的方法能够组装微血管壁的复合模型,并实时探索微血管动力学及其与循环中性粒细胞的相互作用。一种基于聚乙二醇(PEG)的静电纺丝纤维网络模拟了mvBM,具有可调节的纳米纤维直径、取向和密度。通过二次谐波成像和原子力显微镜验证了该模型与人体mvBM的形貌和力学的保真度。PEG被生物活性部分功能化,使内皮细胞(EC)和周细胞(PC)能够附着,通过这种方式观察到中性粒细胞与微血管壁模型的相互作用。该模型与4D显微镜相结合,揭示了中性粒细胞与微血管壁相互作用时细微而动态的行为,证明了其在表征细胞-细胞相互作用方面的实用性。因此,该模型可用于探索炎症和微血管相关疾病。因此,这种创新的方法代表了血管生物学研究的重大进步,对理解mvBM在健康和疾病中的动态具有深远的意义。
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引用次数: 0
In vivo evaluation of decellularized skeletal muscle matrices for skeletal muscle repair: A systematic review 去细胞骨骼肌基质用于骨骼肌修复的体内评价:系统综述
IF 5.7 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-03-04 DOI: 10.1002/btm2.70009
Ina Hennion, Charlot Philips, Chong Jiang, Nele Van De Winkel, Laurens J. Ceulemans, Lieven Thorrez

Volumetric muscle loss is the significant loss of skeletal muscle volume beyond the innate regenerative capacity, resulting in functional impairment. The current standard of care combines muscle autografting with physical therapy but is often insufficient to reach full recovery. Decellularized skeletal muscle (DSM) provides an interesting alternative to repair volumetric muscle loss. The native structure and composition of the extracellular matrix in these acellular implants provide a blueprint for muscle regeneration. Moreover, DSM can be combined with cells to facilitate the regeneration of the skeletal muscle defect. This systematic review provides a complete and thorough overview of the state-of-the-art applications and efficacy of DSM matrices in skeletal muscle repair in vivo, selected according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Technical information on the different methods to create DSM implants and the implantation studies is provided. Moreover, details on the evaluation of the structural and functional regeneration of the muscle defect after implantation of the DSM are described. Results reveal a large heterogeneity in the analysis of regeneration upon DSM implantation. This heterogeneity makes it difficult to fully assess the efficiency of DSM to regenerate skeletal muscle, hampering further translation of this technique. Therefore, we suggest a multi-level evaluation method to assess (i) muscle regeneration, (ii) vascularization, (iii) innervation of the regenerated muscle, and (iv) functional regeneration in a quantitative way.

体积性肌肉损失是骨骼肌体积的显著损失,超过了先天的再生能力,导致功能障碍。目前的治疗标准是将自体肌肉移植与物理治疗相结合,但往往不足以达到完全恢复。脱细胞骨骼肌(DSM)提供了一个有趣的替代修复体积肌肉损失。这些非细胞植入物的细胞外基质的天然结构和组成为肌肉再生提供了蓝图。此外,DSM可以与细胞结合,促进骨骼肌缺损的再生。本系统综述根据系统综述和Meta分析指南的首选报告项目,对DSM基质在体内骨骼肌修复中的最新应用和疗效进行了完整而透彻的概述。提供了制造DSM植入物和植入研究的不同方法的技术信息。此外,还详细介绍了DSM植入后肌肉缺损的结构和功能再生的评估。结果显示在DSM植入后再生分析中存在很大的异质性。这种异质性使得很难充分评估DSM再生骨骼肌的效率,阻碍了该技术的进一步翻译。因此,我们建议采用一种多层次的评估方法来定量评估(i)肌肉再生,(ii)血管化,(iii)再生肌肉的神经支配,以及(iv)功能再生。
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引用次数: 0
Synergistic drug combination screening using a nanodroplet processing platform to enhance neuroblastoma treatment in TH-MYCN transgenic mice 利用纳米微滴处理平台进行协同药物联合筛选以增强TH‐MYCN转基因小鼠的神经母细胞瘤治疗
IF 5.7 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-03-03 DOI: 10.1002/btm2.70007
Yen-Tzu Liao, Zhi-Kai Yu, Yi-Xun Huang, Kuan-Hung Lin, Ching-Te Kuo, Tsai-Shan Yang, Pei-Yi Wu, Chi-Tai Yeh, Yen-Lin Liu, Chien-Chin Chen, Chiung-Nien Chen, Wen-Ming Hsu, Hsinyu Lee

Neuroblastoma is a highly aggressive pediatric cancer with a poor prognosis, particularly in high-risk (HR) cases characterized by MYCN amplification. The severe side effects associated with high-dose chemotherapy further complicate treatment. Despite significant advancements in drug screening, traditional platforms remain limited due to their requirement for large cell quantities and their low translational success from bench to clinic. These limitations hinder the application of personalized medicine screening for patients with neuroblastoma. To address these challenges, we developed a Bioinspired Nanodroplet Processing (BioNDP) platform. This innovative platform allows for the simultaneous screening of multiple drug combinations while reducing the required number of cells to just 100 and minimizing assay volumes to 200 nL per well. Using BioNDP, we screened chemotherapeutic combinations of cyclophosphamide, doxorubicin, and vincristine in both the SK-N-DZ neuroblastoma cell line and primary neuroblastoma cells derived from TH-MYCN transgenic mice. Our findings revealed a specific drug combination that exhibited significant synergistic cytotoxicity in neuroblastoma cells. This combination completely eradicated tumors and significantly improved survival rates in TH-MYCN mice, without notable side effects. This study highlights the potential of the BioNDP platform in bridging in vitro and in vivo results, offering a promising strategy for personalized medicine in the treatment of HR neuroblastoma, with reduced toxicity and enhanced therapeutic efficacy.

神经母细胞瘤是一种高度侵袭性的儿童癌症,预后差,特别是在以MYCN扩增为特征的高风险(HR)病例中。与高剂量化疗相关的严重副作用进一步使治疗复杂化。尽管在药物筛选方面取得了重大进展,但传统的平台仍然受到限制,因为它们需要大量的细胞,而且从实验室到临床的转化成功率很低。这些限制阻碍了神经母细胞瘤患者个性化医学筛查的应用。为了应对这些挑战,我们开发了一个生物启发纳米液滴处理(BioNDP)平台。这个创新的平台允许同时筛选多种药物组合,同时将所需的细胞数量减少到100个,并将检测体积减少到每孔200 nL。使用BioNDP,我们在SK‐N‐DZ神经母细胞瘤细胞系和来自TH‐MYCN转基因小鼠的原代神经母细胞瘤细胞中筛选了环磷酰胺、阿霉素和长春新碱的化疗组合。我们的研究结果揭示了一种特殊的药物组合,在神经母细胞瘤细胞中表现出显著的协同细胞毒性。这种组合完全根除了TH - MYCN小鼠的肿瘤,并显著提高了存活率,没有明显的副作用。这项研究强调了BioNDP平台在桥接体外和体内结果方面的潜力,为HR神经母细胞瘤的个性化治疗提供了一种有希望的策略,降低了毒性,提高了治疗效果。
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引用次数: 0
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