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Advancing tumor-on-a-chip technologies: a 3D-printed, PDMS-free biochip for breast cancer studies. 推进肿瘤芯片技术:用于乳腺癌研究的3d打印、无pdms生物芯片。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-15 DOI: 10.1088/1758-5090/ae2719
Shaun Wootten, Ronin-Mae Komarnisky, Kalpana Ravi, Twinkle Jina Minette Manoharan, Mehdi Nikkhah

Organ-on-a-chip (OoC) systems are microfluidic technologies that replicate human physiology and disease conditionsex vivo, offering a promising alternative to animal models in preclinical drug testing and fundamental biological studies. Traditionally, OoCs systems are fabricated using conventional soft-lithography techniques with polydimethylsiloxane (PDMS) primarily due to its excellent inherent properties, including gas permeability, optical transparency, and biocompatibility. However, PDMS presents several notable shortcomings, most its limited scalability, which have prompted the search for more rapid and scalable fabrication processes. In this study, we present a cost-effective, efficient, and rapid design, development, and prototyping process for a microfluidic tumor-on-a-chip (TOC) platform technology for applications in cancer research and drug screening. Specifically, we present a novel 3D-printed, closed-system TOC device (i.e. Biochip) featuring distinct yet interconnected tumor and stromal regions, separated by an array of trapezoidal microposts, and fabricated with high precision and fidelity. The proposed Biochip was fabricated utilizing vat polymerization with a biocompatible resin and was compared alongside a conventional PDMS-glass (PDMS-G) and PDMS-laminate (PDMS-L) TOCs to evaluate its biological outcomes. The fabricated Biochip supported closed-channel 3D cell culture for testing up to 5 d. Using two triple-negative breast cancer cells, namely SUM-159 and MDA-MB-231, we further assessed and cross compared cellular migration, viability, and morphology across the Biochip, PDMS-G, and PDMS-L platforms. Overall, this work establishes a 3D-printed Biochip as a robust, cost-effective, and time-saving alternative to PDMS-based OoC, and specifically TOC systems.

器官芯片(OoC)系统是一种微流体技术,可以在体外复制人体生理和疾病状况,在临床前药物测试和基础生物学研究中提供了一种有前途的替代动物模型。传统上,OoCs系统是使用传统的聚二甲基硅氧烷(PDMS)软光刻技术制造的,主要是因为它具有优异的固有性能,包括透气性、光学透明性和生物相容性。然而,PDMS有几个明显的缺点,主要是其有限的可扩展性,这促使人们寻求更快速和可扩展的制造工艺。在这项研究中,我们提出了一种具有成本效益,高效,快速的微流控肿瘤芯片(TOC)平台技术的设计,开发和原型制作过程,用于癌症研究和药物筛选。具体来说,我们提出了一种新颖的3d打印,封闭系统TOC设备(即生物芯片),具有独特但相互连接的肿瘤和基质区域,由一系列梯形微柱分隔,并以高精度和保真度制造。所提出的生物芯片是利用生物相容性树脂的还原聚合制备的,并与传统的pdms -玻璃(PDMS-G)和pdms -层压板(PDMS-L) TOCs进行比较,以评估其生物学效果。制备的生物芯片支持封闭通道3D细胞培养,可进行长达5天的测试。使用两种三阴性乳腺癌细胞(TNBC),即SUM-159和MDA-MB-231,我们进一步评估和交叉比较了生物芯片、PDMS-G和PDMS-L平台上的细胞迁移、活力和形态。总体而言,这项工作建立了3d打印生物芯片,作为基于pdm的OoC,特别是TOC系统的强大,经济,节省时间的替代方案。
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引用次数: 0
Anin vitromodel of stiffened colonic mucosa exhibits altered epithelial behavior. 硬化结肠黏膜的肌蛋白体外模型显示上皮行为改变。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-15 DOI: 10.1088/1758-5090/ae2cf2
Angelo Massaro, Cecilia Villegas-Novoa, Nancy Allbritton

Stiffening of the extracellular matrix underlying the epithelial cells of the large intestine is associated with aging as well as many diseases. Yet the impact of the stiffened matrix on epithelial physiology remains poorly understood. A 2D and 3D microphysiological model of the large intestine was developed using a collagen scaffold with a physiologic or excessive stiffness (Young's moduli of 2.84 ± 0.85 kPa and 15.9 ± 0.73 kPa) by altering the collagen concentration within the substrate. Diffusion of a 10 and 40 kDa fluorescent dextran was significantly different between the physiologic and stiff scaffold (97.8 vs 79.8 µm2/s [10 kDa] and 68.2 vs 56.8 µm2/s [40 kDa], respectively). When primary human epithelial cells of the large intestine were grown as a 2D monolayer, cultures on the physiologic scaffold grew to a significantly higher density with more proliferative and fewer differentiated cells than cultures on the stiffened scaffold. Three-dimensional crypt arrays were also fabricated with the physiologic and stiff substrates, populated with cells, and a growth factor gradient applied. The cell density, proliferation, and height-to-width ratio was significantly greater for cells on the physiologic scaffold relative to that of cells on the stiffened scaffolds. Placement of a layer of intestinal fibroblasts below the epithelium on the crypt arrays did not mitigate the impact of the stiffened substrate. Bulk-RNA sequencing revealed 378 genes that were significantly upregulated and 385 genes significantly downregulated in the stiffened vs physiologic scaffolds. This work demonstrates that a molded collagen hydrogel can be used to mimic the biophysical characteristics of a stiffened intestinal stroma, recapitulating physiology observed in vivo. This in vitro model of polarized crypts with a tunable underlying substrate will enable an improved understanding of intestinal epithelial cell morphology, stem cell maintenance and lineage allocation within a stiffened environment.

大肠上皮细胞下的细胞外基质硬化与衰老以及许多疾病有关。然而,硬化基质对上皮生理的影响仍然知之甚少。通过改变基质内的胶原浓度,利用具有生理性或过度刚度(杨氏模量分别为2.84±0.85 kPa和15.9±0.73 kPa)的胶原支架,建立了大肠的二维和三维微生理模型。10和40 kDa荧光葡聚糖的扩散在生理支架和僵硬支架之间有显著差异(分别为97.8 vs 79.8µm2/s [10 kDa]和68.2 vs 56.8µm2/s [40 kDa])。当原代人大肠上皮细胞作为二维单层培养时,生理支架上的培养物生长到明显更高的密度,增生细胞更多,分化细胞更少。三维隐窝阵列也被制造与生理和刚性底物,填充细胞,并应用生长因子梯度。细胞在生理支架上的细胞密度、增殖和高宽比明显大于在硬化支架上的细胞。在隐窝阵列上放置一层肠成纤维细胞并不能减轻硬化基质的影响。Bulk-RNA测序显示,378个基因在硬化支架和生理支架中显著上调,385个基因显著下调。这项工作表明,一种成型的胶原水凝胶可以用来模拟硬化肠间质的生物物理特征,再现了在体内观察到的生理学。这种具有可调底物的极化隐窝体外模型将有助于更好地理解肠上皮细胞形态、干细胞维持和在硬化环境中的谱系分配。
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引用次数: 0
Topography as a cue for driving osteochondral unit regeneration. 地形作为驱动骨软骨单位再生的线索。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-12 DOI: 10.1088/1758-5090/ae24b0
Sandra Ramos-Díez, Sandra Camarero-Espinosa

Osteochondral defects are injuries generally affecting to the surface of hyaline cartilage and progressing throughout the tissue until the underlying subchondral bone. The osteochondral unit is a multi-zonal tissue in which cells within each layer have a specific phenotype arising from their differential maturation stages; persistent, proliferative and hypertrophic chondrocytes in the superficial, middle and deep zones of cartilage, respectively, and osteoblast in the subchondral bone. These distinct cells regulate the composition of their microenvironment through sensing the surrounding physicochemical properties, where topography plays a crucial role. Tissue regeneration appears as a great alternative to promote the formation of a durable and functional osteochondral unit, where distinct parameters such as the biomaterial chemistry, mechanical properties or topography can be adjusted to match the native tissue. However, current approaches focus mainly on tuning the first two parameters, omitting the inclusion of topography. Moreover, only few have considered the inclusion of topography on scaffolds and investigated their effect in pre-clinical studies; number that is further reduced when reaching clinical trials. This review summarizes the state of the art in the regeneration of the osteochondral unit through the exploitation of topographical cues, setting into context relevant biological aspects, such as cell adhesion and proliferation, phenotype and deposition of zone-specific extracellular matrix that lead to the formation of a functional tissue.

骨软骨缺损是一种损伤,通常影响到透明软骨的表面,并在整个组织中进展,直到下面的软骨下骨。骨软骨单位是一个多区带组织,其中每一层内的细胞具有由其不同成熟阶段引起的特定表型;软骨浅层、中层和深层分别有持续性、增殖性和增生性软骨细胞,软骨下骨有成骨细胞。这些不同的细胞通过感知周围的物理化学性质来调节其微环境的组成,其中地形起着至关重要的作用。组织再生似乎是促进持久和功能性骨软骨单元形成的一个很好的选择,其中不同的参数,如生物材料化学,机械性能或地形可以调整以匹配天然组织。然而,目前的方法主要集中在调整前两个参数,忽略了地形的包含。此外,只有少数人在临床前研究中考虑了支架上地形的包含并研究了它们的影响;当达到临床试验时,这个数字会进一步减少。这篇综述总结了通过利用地形线索来实现骨软骨单位再生的最新进展,并结合相关生物学方面的背景,如细胞粘附和增殖、表型和导致功能组织形成的区域特异性细胞外基质的沉积。
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引用次数: 0
Collagen hydrogel tube microbioreactors for cell and tissue manufacturing. 用于细胞和组织制造的胶原水凝胶管微生物反应器。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-12 DOI: 10.1088/1758-5090/ae2718
Yakun Yang, Xinran Wu, Ying Pan, Yong Wang, Xiaojun Lian, Cheng Dong, Wansheng Liu, Shue Wang, Yuguo Lei

The large-scale production of mammalian cells, particularly stem cells for clinical applications, remains challenging with existing cell culture technologies such as two-dimensional cell culture flasks or three-dimensional stirred tank bioreactors. Current methods have issues such as excessive cell aggregation and significant shear stress-induced cell death, resulting in low cell yield, unacceptable batch-to-batch variation, high production costs, and difficulties in scaling up. We hypothesize that creating a cell-friendly microenvironment that has efficient mass transport and minimized shear stress can enhance cell culture efficiency. In this study, we developed a novel hydrogel tube microbioreactor using collagen proteins (ColTubes) to test this hypothesis. First, we designed an innovative micro-extruder for fabricating ColTubes loaded with cells. Our results show that collagen proteins form a dense and robust nanofiber network capable of shielding cells from hydrodynamic stress while maintaining cell mass below 400µm in diameter. The tube shell contains abundant nanopores that allow the cell culture medium to permeate and nourish the cells. Additionally, the collagen fibers serve as a substrate for cell adhesion. We show that ColTubes support high cell viability, rapid expansion, and impressive volumetric yields, offering substantial improvements over current methods. To our knowledge, ColTubes is a novel approach that has not been previously reported for cell manufacturing. ColTubes represents a scalable, cost-effective, and efficient solution for large-scale cell production.

大规模生产哺乳动物细胞,特别是用于临床应用的干细胞,仍然具有挑战性,现有的细胞培养技术,如2D细胞培养瓶或3D搅拌槽生物反应器。目前的方法存在诸如过度的细胞聚集和显著的剪切应力诱导的细胞死亡等问题,导致细胞产量低,批次之间的差异不可接受,生产成本高,并且难以扩大规模。我们假设创造一个细胞友好的微环境,具有有效的质量运输和最小的剪切应力可以提高细胞培养效率。在这项研究中,我们开发了一种新型的水凝胶管微生物反应器,使用胶原蛋白(ColTubes)来验证这一假设。首先,我们设计了一种创新的微挤出机,用于制造装载细胞的ColTubes。我们的研究结果表明,胶原蛋白形成致密而坚固的纳米纤维网络,能够屏蔽细胞免受水动力应力的影响,同时将细胞质量保持在直径400微米以下。管壳含有丰富的纳米孔,允许细胞培养基渗透和滋养细胞。此外,胶原纤维作为细胞粘附的基质。我们证明ColTubes支持高细胞活力,快速扩增和令人印象深刻的体积产率,与现有方法相比有了实质性的改进。据我们所知,ColTubes是一种新颖的方法,以前没有报道过用于细胞制造。ColTubes代表了大规模电池生产的可扩展,经济高效的解决方案。
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引用次数: 0
Niche-targeted paracrine signaling from OMSCs restores the regenerative microenvironment after SCI. 来自OMSCs的小生境靶向旁分泌信号恢复脊髓损伤后的再生微环境。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-11 DOI: 10.1088/1758-5090/ae2baa
Zhe Wang, Ruijie Feng, Wanjing Rong, Xu Shi, Qingtong Yu, Wenwen Deng, Xia Cao, Qilong Wang, Berdiyar Jollibekov, Mohammad H Eskandari, Jiangnan Yu, Xi-Ming Xu

A central hurdle in spinal cord injury (SCI) therapy involves not only reconstructing neural pathways but also overcoming the detrimental inflammatory milieu. Inspired by olfactory microenvironmental niches, we implemented a niche-targeted strategy. Our investigation defines the biological properties of ectodermal olfactory mesenchymal stem cells (OMSCs) and further elucidates their niche-targeted paracrine effect in vivo and in vitro. The findings demonstrate that OMSC-conditioned medium (OMSC-CM) delivered in fibrin hydrogel mediates potent SCI repair by concurrently protecting neurons, enhancing axonal regeneration, and suppressing destructive inflammation via IL-10 signaling. Critically, persistence of IL-10 signaling in vivo is sustained both by direct supply from OMSC-CM and by OMSC-CM-induced activation of CD206 + macrophages IL-10 . Successful neural circuit reconstruction with OMSC-CM depends on maximizing neuronal involvement in neural pathway formation.These findings may establish a special conceptual framework for developing regenerative medicine strategies in the future.

脊髓损伤(SCI)治疗的中心障碍不仅包括神经通路的重建,还包括克服有害的炎症环境。受嗅觉微环境利基的启发,我们实施了利基定位策略。我们的研究定义了外胚层嗅觉间充质干细胞(OMSCs)的生物学特性,并进一步阐明了它们在体内和体外的利基靶向旁分泌作用。研究结果表明,纤维蛋白水凝胶递送的OMSC-CM通过同时保护神经元、增强轴突再生和通过IL-10信号抑制破坏性炎症,介导了有效的SCI修复。至关重要的是,IL-10信号在体内的持续性是通过OMSC-CM的直接供应和OMSC-CM诱导的CD206 +巨噬细胞IL-10的激活来维持的。成功的OMSC-CM神经回路重建取决于最大限度地参与神经通路的形成。这些发现可能为未来发展再生医学策略建立一个特殊的概念框架。
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引用次数: 0
Systematic growth factor profiling platform for 3D tumor models reveals estradiol-responsive cellular mechanisms of immunotherapy resistance. 三维肿瘤模型的系统生长因子分析平台揭示了雌二醇应答性免疫治疗抵抗的细胞机制。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-11 DOI: 10.1088/1758-5090/ae26cc
Kwanghwan Lee, Minsung Kim, Si On Lim, Dong-Ju Shin, Yun Shin, Jung-Joo Choi, Maria Lee, Hyun Ju Kang, Jeong-Won Lee, Jin-Ku Lee

Current organoid culture systems face critical limitations: standardized growth factor formulations fail to capture patient-specific signaling requirements, while single-cell-type approaches overlook tumor-stromal interactions essential for understanding immunotherapy resistance. To address these challenges, we developed an automated biofabrication platform that systematically integrates patient-derived three-dimensional (3D) cultures with comprehensive growth factor profiling across 128 combinations. Through rigorous optimization of Matrigel concentration and gelation kinetics, we established standardized conditions achieving uniform signal distribution and quantitative reproducibility. Screening of 23 ovarian cancer patient samples identified universal growth factor combinations that consistently promoted robust cell growth while preserving parental tumor characteristics. Integration of growth factor response profiles with multi-scale genomic analysis revealed two estradiol-responsive cellular populations coordinating immunosuppression: a malignant cell fraction (MAL.PDCD5) that suppresses immune infiltration and a cancer-associated fibroblast fraction (FB.TNFSF10) that promotes immune exclusion through enhanced TGF-βsignaling. Spatial transcriptomic validation demonstrated striking mutual exclusivity between FB.TNFSF10 cells and T/NK cells in native tissue architecture. Most significantly, FB.TNFSF10 abundance emerged as a robust predictor of immune checkpoint inhibitor therapy resistance across multiple cancer cohorts, independent of conventional biomarkers. This biofabrication platform provides a scalable, reproducible framework with broad applicability beyond oncology. The systematic optimization methodology is readily adaptable to other tissue types, disease models, and high-throughput drug screening applications, representing a significant advancement in functional tissue engineering for precision medicine.

目前的类器官培养系统面临着严重的局限性:标准化的生长因子配方无法捕获患者特异性的信号需求,而单细胞型方法忽略了理解免疫治疗耐药性所必需的肿瘤-基质相互作用。为了应对这些挑战,我们开发了一个自动化的生物制造平台,该平台系统地将患者衍生的三维(3D)培养与128种组合的综合生长因子分析结合起来。通过对Matrigel浓度和凝胶动力学的严格优化,建立了标准化条件,实现了均匀的信号分布和定量重现性。对23例卵巢癌患者样本的筛选发现了普遍的生长因子组合,这些生长因子组合在保持亲代肿瘤特征的同时,始终促进细胞的强劲生长。生长因子应答谱与多尺度基因组分析的整合揭示了两个雌二醇应答细胞群协调免疫抑制:抑制免疫浸润的恶性细胞部分(MAL.PDCD5)和通过增强TGF-β信号促进免疫排斥的癌症相关成纤维细胞部分(FB.TNFSF10)。空间转录组学验证表明FB之间具有显著的互斥性。TNFSF10细胞和T/NK细胞在天然组织结构中的作用。最重要的是FB。TNFSF10丰度成为多种癌症群体免疫检查点抑制剂治疗耐药性的可靠预测指标,独立于传统生物标志物。该生物制造平台提供了可扩展、可重复的框架,具有广泛的肿瘤学适用性。系统的优化方法很容易适用于其他组织类型、疾病模型和高通量药物筛选应用,代表了精准医学功能组织工程的重大进步。
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引用次数: 0
Advanced strategies in organoid/organ-on-a-chip for female reproductive diseases. 类器官/芯片上器官治疗女性生殖疾病的先进策略。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-10 DOI: 10.1088/1758-5090/ae2b10
Yiyan Zhou, Minjie Chen, Feiran Wang, Xu Cong, Ya Wen, Zhixian He, Yujuan Zhu

A comprehensive understanding of the female reproductive system is essential for safeguarding fertility and preventing diseases related to women's health. Organoid/organ-on-a-chip, as a promising platform, could simulate complex physiological and pathological conditions, has revolutionized our understanding and management of female reproductive health. This technology is anticipated to advance the development of more effective assisted reproductive techniques, treatments and drug screening methods. This review focuses on various organoid/organ-on-a-chip models designed to mimic the ovary, uterus, mammary gland, and vagina. Then, we introduce the current state of organoid/organ-on-a-chip in female reproductive health and highlight how these models contribute to the study of female reproductive diseases. Additionally, we discuss the limitations of organoid/organ-on-a-chip technology as well as its challenges and perspectives. Collectively, we believe that as organoid/organ-on-a-chip technology continues to evolve, it holds great potential for transforming the diagnosis and treatment of female reproductive disorders, thereby enhancing women's overall health and well-being worldwide.

全面了解女性生殖系统对于保障生育能力和预防与女性健康有关的疾病至关重要。器官芯片(Organoid/organ-on-a-chip)作为一个有前景的平台,可以模拟复杂的生理和病理条件,彻底改变了我们对女性生殖健康的理解和管理。这项技术有望推动更有效的辅助生殖技术、治疗和药物筛选方法的发展。本文综述了各种模拟卵巢、子宫、乳腺和阴道的类器官/器官芯片模型。然后,我们介绍了类器官/芯片上器官在女性生殖健康中的现状,并强调了这些模型对女性生殖疾病研究的贡献。此外,我们还讨论了类器官/芯片上器官技术的局限性以及它的挑战和前景。总的来说,我们相信,随着类器官/芯片上器官技术的不断发展,它在改变女性生殖疾病的诊断和治疗方面具有巨大的潜力,从而提高全世界妇女的整体健康和福祉。
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引用次数: 0
Integrated pneumatic micro-pump for automated glucose-stimulated insulin secretion in single-islet microfluidic platform. 集成气动微泵的自动葡萄糖刺激胰岛素分泌在单胰岛微流控平台。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-09 DOI: 10.1088/1758-5090/ae2a72
Marie Hut, Flora Clement, Emily Tubbs, Pierre Caullet, Mathieu Armanet, Thomas Domet, Karim Bouzakri, William Bietiger, Fabrice Navarro, Yves Fouillet, Vincent Agache

Diabetes, including all forms, remains a critical global health issue, affecting over 589 million adults and causing approximately 3.4 million deaths annually. Developing more relevant in vitro models for pancreatic islet functions is crucial for advancing diabetes research and therapy. Microfluidic platforms enable precise control over experimental conditions, notably the mechanical cues within the tissue microenvironment, thereby offering a powerful tool for studying cell behavior under physiologically relevant conditions. In this study, we introduce an automated stimulation platform for single-islet glucose-stimulated insulin secretion, while insulin quantification remains off-chip. This platform incorporates an integrated micro-pump and automated fluid handling, obviating the need for external injection devices. Using both EndoC-βH5® spheroids and human donor islets, we demonstrate that the platform ensures high islet viability and functionality. This scalable and reproducible system represents a significant advancement in-depth studies of islet function, with broad applications for diabetes research and personalized treatment strategies.

糖尿病,包括各种形式的糖尿病,仍然是一个严重的全球健康问题,影响到5.89亿多成年人,每年造成约340万人死亡。开发更多相关的胰岛功能体外模型对于推进糖尿病的研究和治疗至关重要。微流控平台能够精确控制实验条件,特别是组织微环境中的机械线索,从而为研究生理相关条件下的细胞行为提供了强大的工具。在这项研究中,我们引入了一个自动刺激平台,用于单胰岛葡萄糖刺激胰岛素分泌,而胰岛素定量仍然是芯片外的。该平台集成了一个微型泵和自动流体处理,避免了外部注入设备的需要。使用EndoC-βH5®球体和人类供体胰岛,我们证明了该平台确保了高胰岛活力和功能。这种可扩展和可重复的系统代表了胰岛功能深入研究的重大进展,在糖尿病研究和个性化治疗策略方面具有广泛的应用。
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引用次数: 0
Therapeutic potential of TAS-115 in 3D breast cancer models. tas-115在3d乳腺癌模型中的治疗潜力。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-08 DOI: 10.1088/1758-5090/ae2400
Sendegul Yildirim, Momoka Nagamine, Myoung Hwan Kim, Amanda Becceneri, Nazmiye Celik, Ilayda Namli, Todd M Umstead, Zissis C Chroneos, Gamze Tanriover, Ibrahim T Ozbolat

Triple-negative breast cancer (TNBC) is an aggressive subtype with limited treatment options. TAS-115, a multi-receptor tyrosine kinase inhibitor, has not previously been evaluated in TNBC. Here, we investigated its therapeutic effects alone and in combination with doxorubicin (DOXO), using three-dimensional heterotypic spheroid models, including free-standing, bioprinted static, and perfused systems. TAS-115 significantly reduced cell proliferation and viability, enhanced apoptosis, and suppressed c-mesenchymal-epithelial transition/hepatocyte growth factor and PI3K/Akt/mTOR signaling. Combined treatment with DOXO further amplified these effects. In perfused bioprinted models, TAS-115 markedly inhibited tumor cell migration, highlighting its potential to limit metastatic behavior. These findings identify TAS-115 as a promising therapeutic strategy for TNBC, either as a monotherapy or in combination with chemotherapy.

三阴性乳腺癌(TNBC)是一种侵袭性亚型,治疗选择有限。TAS-115是一种多受体酪氨酸激酶抑制剂,此前尚未在TNBC中进行评估。在这里,我们使用3D异型球体模型,包括独立式、生物打印静态和灌注系统,研究了它单独和与阿霉素(DOXO)联合的治疗效果。TAS-115显著降低细胞增殖和活力,增强细胞凋亡,抑制c-MET/HGF和PI3K/Akt/mTOR信号。与DOXO联合治疗进一步放大了这些效果。在灌注生物打印模型中,TAS-115显著抑制肿瘤细胞迁移,突出了其限制转移行为的潜力。这些发现确定TAS-115是一种很有前景的TNBC治疗策略,无论是作为单一治疗还是与化疗联合使用。
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引用次数: 0
AI-powered printability evaluation framework for 3D bioprinting using Hausdorff distance metrics. 使用豪斯多夫距离度量的3D生物打印的人工智能可打印性评估框架。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-05 DOI: 10.1088/1758-5090/ae288c
Colin Zhang, Kelum Chamara Manoj Lakmal Elvitigala, Shinji Sakai

3D bioprinting enables rapid fabrication of complex biological structures for tissue engineering applications. However, optimizing bioink formulation remains challenging due to complex relationships among material properties, printability, and cell viability. While the perimeter ratio (Pr) is commonly used to evaluate printability, it cannot adequately capture the full geometric fidelity required for comprehensive printability assessments, limiting robust bioink design. To address this limitation, a novel Hausdorff distance (HD) metric is employed to quantify printability, directly measuring the maximum deviation between the designed and printed structures. Furthermore, multiple machine-learning approaches were applied to alginate-hyaluronic acid (ALG-HA) composite inks and rat pheochromocytoma-derived PC12 cells to assess printability and cell viability. Rheological parameters were characterized using support vector regression (SVR) with R² ≥ 0.974. Multi-layer perceptron (MLP) regressors achieved R² values of 0.932 and 0.945 when predicting HD values of printed grid structures and cell viability, respectively. A regression-based convolutional neural network (CNN) was developed to predict HD values directly from grid structure images, achieving an R² of 0.986. Through optimization, optimal as-extruded cell viability (≥ 95%) can be achieved while maintaining high printability (HD ≤ 0.20). The optimal ink composition was further verified with good long-term cell viability and proliferation potential. This proposed AI-integrated approach can dramatically reduce ink optimization time by rapidly predicting rheological properties, printability, and cell viability from minimal experimental data.

3D生物打印可以快速制造复杂的生物结构,用于组织工程应用。然而,由于材料特性、可打印性和细胞活力之间的复杂关系,优化生物墨水配方仍然具有挑战性。虽然周长比(Pr)通常用于评估可打印性,但它不能充分捕获全面可打印性评估所需的完整几何保真度,从而限制了健壮的生物墨水设计。为了解决这一限制,采用了一种新的豪斯多夫距离(HD)度量来量化可打印性,直接测量设计和打印结构之间的最大偏差。此外,将多种机器学习方法应用于海藻酸-透明质酸(ALG-HA)复合油墨和大鼠嗜铬细胞瘤衍生的PC12细胞,以评估可打印性和细胞活力。流变参数采用支持向量回归(SVR)进行表征,R²≥0.974。多层感知器(MLP)在预测打印网格结构HD值和细胞活力时的R²值分别为0.932和0.945。利用基于回归的卷积神经网络(CNN)直接从网格结构图像中预测HD值,R²为0.986。通过优化,在保持高打印适性(HD≤0.20)的同时,可获得最佳的挤压细胞存活率(≥95%)。进一步验证了最佳墨水成分具有良好的长期细胞活力和增殖潜力。这种提出的人工智能集成方法可以通过最小的实验数据快速预测流变特性、可打印性和细胞活力,从而大大缩短油墨优化时间。
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Biofabrication
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