首页 > 最新文献

Biofabrication最新文献

英文 中文
Fused deposition modeling of defect-specific conformable bone grafts from 13-93B3 polymer-bio-glass composites. 13-93B3聚合物-生物玻璃复合材料的缺陷特异性适形骨移植的熔融沉积建模。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2026-01-06 DOI: 10.1088/1758-5090/ae2d9d
Sahely Saha, Nellore Vijay Kumar, Sivaprasad Enugula, Sukanya V S, Amrutha Datla, Srinagesh Vadrevu K, Subha Narayan Rath, Shibu Chameettachal

Large bone defects are usually treated with autografts, allografts, synthetic materials, or bioactive ceramics. Each of these options has limitations, including donor site issues, limited availability, and poor fit for individual patient needs. Bioactive glasses have the potential to promote bone growth but often lack sufficient strength for clinical use. This study investigated the possibility of using 3D-printed bone grafts made from polylactic acid (PLA), polycaprolactone (PCL), and borate bioactive glass (BBG, 13-93B3) to create customized and strong grafts. We created composite filaments (PLA/BBg and PCL/BBg; 50 wt% polymer and 50 wt% BBg) as well as pure PLA and PCL filaments. We then tested for the compatibility of these materials with cells and living tissue, their mechanical properties, and the ease of printing. Tests with mesenchymal stem cells revealed increased metabolic activity of approximately 15.4% for PCL/BBg and 20.7% for PLA/BBg and higher alkaline phosphatase activity of approximately 20.8% and 35.4%, respectively, on day 7, which indicates better early bone formation. The constructs made from PCL/BBg had mineral contents similar to those of natural bone and were easy to print via fused deposition modeling. They produced porous structures with a compressive strength of approximately 9 MPa and a modulus of 168 MPa that matched human mandibular trabecular bone.In vivotests on a rabbit model with premaxillary defects over 14 weeks revealed better bone healing in the PCL/BBg-treated areas, with no signs of inflammation or toxicity. These results indicate that PCL/BBg composite filaments could be effective for making patient-specific, biodegradable bone grafts that have precise structures and strong mechanical properties. More studies involving larger animals are needed to push this research toward clinical use.

修复大面积骨缺损的传统方法通常采用自体移植物、同种异体移植物、合成材料或生物活性陶瓷。然而,这些方法面临着局限性,如供体部位的并发症,有限的可用性,缺乏灵活性,以及针对个体缺陷设计移植物的挑战。尽管生物活性磷酸钙水泥很有前途,但它们往往缺乏有效临床使用所需的机械强度。本研究旨在研究由聚乳酸(PLA)、聚己内酯(PCL)和硼酸盐生物活性玻璃(BBg, 13-93B3)制成的3d打印骨移植物的可行性,以开发机械坚固、可定制的移植物,以解决患者特定的骨缺陷。在这里,我们制作了PLA/BBg、PCL/BBg和PLA复合长丝,并在3D打印中评估了它们的生物相容性、机械特性和性能。评估体外细胞反应,包括细胞生长和早期分化测试。采用骨缺损模型分析其体内性能。与单独掺入BBg (PCL/BBg和PLA/BBg)的复合材料相比,单独掺入PLA可以增强细胞增殖和早期分化。在这些复合材料中,PCL/BBg表现出与天然骨相似的矿物质含量,以及良好的韧性和灵活性,允许精确的移植物配合。PCL/BBg长丝也表现出优异的可打印性,使其能够制造具有相互连接孔的结构良好的接枝。体内实验结果证实,与手术应用的对照移植物相比,3d打印构建物的骨再生能力更好。PCL/BBg复合长丝作为一种生物材料具有巨大的潜力,可用于制造具有精确结构精度和灵活性的个性化、可生物降解骨移植物。进一步的大型动物研究对于促进临床应用至关重要。
{"title":"Fused deposition modeling of defect-specific conformable bone grafts from 13-93B3 polymer-bio-glass composites.","authors":"Sahely Saha, Nellore Vijay Kumar, Sivaprasad Enugula, Sukanya V S, Amrutha Datla, Srinagesh Vadrevu K, Subha Narayan Rath, Shibu Chameettachal","doi":"10.1088/1758-5090/ae2d9d","DOIUrl":"10.1088/1758-5090/ae2d9d","url":null,"abstract":"<p><p>Large bone defects are usually treated with autografts, allografts, synthetic materials, or bioactive ceramics. Each of these options has limitations, including donor site issues, limited availability, and poor fit for individual patient needs. Bioactive glasses have the potential to promote bone growth but often lack sufficient strength for clinical use. This study investigated the possibility of using 3D-printed bone grafts made from polylactic acid (PLA), polycaprolactone (PCL), and borate bioactive glass (BBG, 13-93B3) to create customized and strong grafts. We created composite filaments (PLA/BBg and PCL/BBg; 50 wt% polymer and 50 wt% BBg) as well as pure PLA and PCL filaments. We then tested for the compatibility of these materials with cells and living tissue, their mechanical properties, and the ease of printing. Tests with mesenchymal stem cells revealed increased metabolic activity of approximately 15.4% for PCL/BBg and 20.7% for PLA/BBg and higher alkaline phosphatase activity of approximately 20.8% and 35.4%, respectively, on day 7, which indicates better early bone formation. The constructs made from PCL/BBg had mineral contents similar to those of natural bone and were easy to print via fused deposition modeling. They produced porous structures with a compressive strength of approximately 9 MPa and a modulus of 168 MPa that matched human mandibular trabecular bone.<i>In vivo</i>tests on a rabbit model with premaxillary defects over 14 weeks revealed better bone healing in the PCL/BBg-treated areas, with no signs of inflammation or toxicity. These results indicate that PCL/BBg composite filaments could be effective for making patient-specific, biodegradable bone grafts that have precise structures and strong mechanical properties. More studies involving larger animals are needed to push this research toward clinical use.</p>","PeriodicalId":8964,"journal":{"name":"Biofabrication","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145767205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Direct ink writing of osteoconductive scaffolds using a crosslinked collagen-hydroxyapatite ink. 用交联胶原-羟基磷灰石墨水直接书写骨导电性支架。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-30 DOI: 10.1088/1758-5090/ae2d9c
Michael G Kontakis, Estefanía Echeverri, Christos Leliopoulos, Daniel Buczko, Brittmarie Andersson, Carlos Palo-Nieto, Nils P Hailer

Large bone defects present a major clinical challenge, exceeding the body's natural regenerative capacity. In this study, we investigated the physicochemical and biological properties of a novel cross-linked collagen-hydroxyapatite (Coll-HA-XL) biomaterial ink designed for additive manufacturing of scaffolds for bone tissue engineering. The biomaterial ink was developed through three stages: initially as a hydrogel, then molded and freeze-dried into disk-shaped forms, and finally tailored into three-dimensional (3D)-printed scaffolds subjected to subsequent freeze-drying. To optimize the ink, we systematically varied the HA proportions and the sequence of HA incorporation and cross-linking. The composite materials were then 3D-printed into scaffolds by a direct ink writing method, and were seeded with primary human osteoblasts (hOBs). The introduction of HA and subsequent collagen cross-linking induced a significantly increased storage modulus and thermal stability of the material, when compared with the non-crosslinked, HA-containing controls. Biocompatibility of the materials was assessed by hOB cultures, and Coll-HA-XL induced higher alkaline phosphatase (ALP) and lactate dehydrogenase (LDH) activity when compared to the non-crosslinked control. After four weeks of culture on 3D-printed Coll-HA-XL scaffolds, high ALP and LDH activities and osteocalcin staining of hOB indicated robust osteoblastic differentiation. Our findings show that a crosslinked, collagen-based biomaterial ink supplemented with HA is suitable for direct ink writing of scaffolds tailored for bone tissue engineering.

大的骨缺损是一个重大的临床挑战,超过了人体的自然再生能力。在这项研究中,我们研究了一种新型交联胶原-羟基磷灰石(col - ha - xl)生物材料墨水的物理化学和生物学特性,该墨水设计用于骨组织工程支架的增材制造。生物材料墨水的开发经历了三个阶段:最初作为水凝胶,然后模压并冷冻干燥成圆盘状,最后定制成3d打印支架,随后进行冷冻干燥。为了优化油墨,我们系统地改变了羟基磷灰石(HA)的比例以及HA掺入和交联的顺序。然后通过直接墨水书写方法将复合材料3d打印成支架,并播种原代人成骨细胞(hOB)。与未交联的含有HA的对照相比,HA的引入和随后的胶原交联诱导了材料的储存模量和热稳定性的显著增加。通过hOB培养评估材料的生物相容性,与非交联对照相比,col - ha - xl可诱导更高的碱性磷酸酶(ALP)和乳酸脱氢酶(LDH)活性。在3d打印的col - ha - xl支架上培养4周后,高ALP和LDH活性和骨钙素(OCN)染色显示hOB有强烈的成骨细胞分化。我们的研究结果表明,一种添加透明质酸的交联胶原基生物材料墨水适用于为骨组织工程量身定制的支架的直接墨水书写。
{"title":"Direct ink writing of osteoconductive scaffolds using a crosslinked collagen-hydroxyapatite ink.","authors":"Michael G Kontakis, Estefanía Echeverri, Christos Leliopoulos, Daniel Buczko, Brittmarie Andersson, Carlos Palo-Nieto, Nils P Hailer","doi":"10.1088/1758-5090/ae2d9c","DOIUrl":"10.1088/1758-5090/ae2d9c","url":null,"abstract":"<p><p>Large bone defects present a major clinical challenge, exceeding the body's natural regenerative capacity. In this study, we investigated the physicochemical and biological properties of a novel cross-linked collagen-hydroxyapatite (Coll-HA-XL) biomaterial ink designed for additive manufacturing of scaffolds for bone tissue engineering. The biomaterial ink was developed through three stages: initially as a hydrogel, then molded and freeze-dried into disk-shaped forms, and finally tailored into three-dimensional (3D)-printed scaffolds subjected to subsequent freeze-drying. To optimize the ink, we systematically varied the HA proportions and the sequence of HA incorporation and cross-linking. The composite materials were then 3D-printed into scaffolds by a direct ink writing method, and were seeded with primary human osteoblasts (hOBs). The introduction of HA and subsequent collagen cross-linking induced a significantly increased storage modulus and thermal stability of the material, when compared with the non-crosslinked, HA-containing controls. Biocompatibility of the materials was assessed by hOB cultures, and Coll-HA-XL induced higher alkaline phosphatase (ALP) and lactate dehydrogenase (LDH) activity when compared to the non-crosslinked control. After four weeks of culture on 3D-printed Coll-HA-XL scaffolds, high ALP and LDH activities and osteocalcin staining of hOB indicated robust osteoblastic differentiation. Our findings show that a crosslinked, collagen-based biomaterial ink supplemented with HA is suitable for direct ink writing of scaffolds tailored for bone tissue engineering.</p>","PeriodicalId":8964,"journal":{"name":"Biofabrication","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145767142","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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 : 2025-12-29 DOI: 10.1088/1758-5090/ae2baa
Zhe Wang, Ruijie Feng, Wanjing Rong, Xu Shi, Qingtong Yu, Wenwen Deng, Xia Cao, Qilong Wang, Jollibekov Berdiyar, Mohammad Had Eskandari, Jiangnan Yu, Ximing 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 effectin vivoandin 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 signalingin vivois sustained both by direct supply from OMSC-CM and by OMSC-CM-induced activation of CD206+macrophagesIL-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。
{"title":"Niche-targeted paracrine signaling from OMSCs restores the regenerative microenvironment after SCI.","authors":"Zhe Wang, Ruijie Feng, Wanjing Rong, Xu Shi, Qingtong Yu, Wenwen Deng, Xia Cao, Qilong Wang, Jollibekov Berdiyar, Mohammad Had Eskandari, Jiangnan Yu, Ximing Xu","doi":"10.1088/1758-5090/ae2baa","DOIUrl":"10.1088/1758-5090/ae2baa","url":null,"abstract":"<p><p>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<i>in vivo</i>and<i>in vitro</i>. 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<i>in vivo</i>is sustained both by direct supply from OMSC-CM and by OMSC-CM-induced activation of CD206<sup>+</sup>macrophages<sup>IL-10</sup>. 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.</p>","PeriodicalId":8964,"journal":{"name":"Biofabrication","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145740280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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 : 2025-12-29 DOI: 10.1088/1758-5090/ae2cf2
Angelo Massaro, Cecilia Villegas Novoa, Nancy L 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 79.8µm2s-1[10 kDa] and 68.2 vs 56.8µm2s-1[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 observedin vivo. Thisin vitromodel 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。
{"title":"An<i>in vitro</i>model of stiffened colonic mucosa exhibits altered epithelial behavior.","authors":"Angelo Massaro, Cecilia Villegas Novoa, Nancy L Allbritton","doi":"10.1088/1758-5090/ae2cf2","DOIUrl":"10.1088/1758-5090/ae2cf2","url":null,"abstract":"<p><p>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<i>µ</i>m<sup>2</sup>s<sup>-1</sup>[10 kDa] and 68.2 vs 56.8<i>µ</i>m<sup>2</sup>s<sup>-1</sup>[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<i>in vivo</i>. This<i>in vitro</i>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.</p>","PeriodicalId":8964,"journal":{"name":"Biofabrication","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12745674/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145762052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-nozzle bioprinting of biomimetic tissue models with mechanical reinforcement and bioactive matrix remodeling. 具有机械增强和生物活性基质重塑的仿生组织模型的多喷嘴生物打印。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-29 DOI: 10.1088/1758-5090/ae288e
Kun Yang, Chuan Gao, Yuyi Tian, Zijin Zhu, Jiahui She, Weihua Qiao, Jiawei Shi, Donghui Zhang, Jianglin Wang, Chao Xu, Zhiqiang Luo, Nianguo Dong

Replicating the complex mechanical and biological properties of native tissues remains a key challenge in three-dimensional bioprinting due to the limitations of single-nozzle systems. Here we present a multi-nozzle alternating bioprinting platform that addresses these problems by enabling precise control of mechanical and bioactive components' composition and distribution. By alternating cell-laden bioinks with mechanically reinforcing inks, our method enables precise spatial control for fabricating complex, anisotropic tissue architectures. A tri-layer printing strategy, using heart valve leaflets as a demonstrative model, was developed. In detail, gelatin methacryloyl bioinks, incorporating with porcine aortic valve interstitial cells and bioactive substances (e.g. basic fibroblast growth factor, polyaspartic acid, or chondroitin sulfate) to support cell function, are alternated with pluronic F-127 diacrylate mechanical reinforcement inks. This approach enhanced mechanical integrity of the constructs while supporting collagen, proteoglycan, and elastin production. Crucially, the constructs' mechanical robustness allowed direct cyclic mechanical stimulation during culture, further promoting tissue functional maturation and extracellular matrix remodeling.In vivo, the constructs showed excellent biocompatibility, with minimal calcification and favorable immune responses. This multi-material bioprinting platform enables the fabrication of tissue models that meet both structural and functional requirements, and can be adapted for a wide range of heterogeneous tissue and organ engineering applications, with the potential to significantly advance regenerative medicine.

由于单喷嘴系统的局限性,复制原生组织复杂的机械和生物特性仍然是3D生物打印的一个关键挑战。在这里,我们提出了一个多喷嘴交替生物打印平台,通过精确控制机械和生物活性成分的组成和分布来解决这些问题。通过交替使用含有细胞的生物墨水和机械增强墨水,我们的方法可以精确地控制空间,以制造复杂的、各向异性的组织结构。以心脏瓣膜小叶为示范模型,开发了一种三层打印策略。具体来说,明胶甲基丙烯酰(GM)生物墨水,结合猪主动脉瓣间质细胞(VIC)和生物活性物质(如碱性成纤维细胞生长因子(bFGF)、聚天冬氨酸(PASP)或硫酸软骨素(ChS))来支持细胞功能,与聚(乙二醇)-块聚(丙二醇)-块聚(乙二醇)(F127)二丙烯酸酯(FD)机械增强墨水交替使用。这种方法增强了结构的机械完整性,同时支持胶原蛋白、蛋白聚糖和弹性蛋白的产生。至关重要的是,该结构的机械稳健性允许在培养过程中直接循环机械刺激,进一步促进组织成熟和细胞外基质(ECM)重塑。在体内,该结构具有良好的生物相容性,具有最小的钙化和良好的免疫反应。这种多材料生物打印平台能够制造出满足结构和功能要求的组织模型,并且可以适应广泛的异质组织和器官工程应用,具有显著推进再生医学的潜力。
{"title":"Multi-nozzle bioprinting of biomimetic tissue models with mechanical reinforcement and bioactive matrix remodeling.","authors":"Kun Yang, Chuan Gao, Yuyi Tian, Zijin Zhu, Jiahui She, Weihua Qiao, Jiawei Shi, Donghui Zhang, Jianglin Wang, Chao Xu, Zhiqiang Luo, Nianguo Dong","doi":"10.1088/1758-5090/ae288e","DOIUrl":"10.1088/1758-5090/ae288e","url":null,"abstract":"<p><p>Replicating the complex mechanical and biological properties of native tissues remains a key challenge in three-dimensional bioprinting due to the limitations of single-nozzle systems. Here we present a multi-nozzle alternating bioprinting platform that addresses these problems by enabling precise control of mechanical and bioactive components' composition and distribution. By alternating cell-laden bioinks with mechanically reinforcing inks, our method enables precise spatial control for fabricating complex, anisotropic tissue architectures. A tri-layer printing strategy, using heart valve leaflets as a demonstrative model, was developed. In detail, gelatin methacryloyl bioinks, incorporating with porcine aortic valve interstitial cells and bioactive substances (e.g. basic fibroblast growth factor, polyaspartic acid, or chondroitin sulfate) to support cell function, are alternated with pluronic F-127 diacrylate mechanical reinforcement inks. This approach enhanced mechanical integrity of the constructs while supporting collagen, proteoglycan, and elastin production. Crucially, the constructs' mechanical robustness allowed direct cyclic mechanical stimulation during culture, further promoting tissue functional maturation and extracellular matrix remodeling.<i>In vivo</i>, the constructs showed excellent biocompatibility, with minimal calcification and favorable immune responses. This multi-material bioprinting platform enables the fabrication of tissue models that meet both structural and functional requirements, and can be adapted for a wide range of heterogeneous tissue and organ engineering applications, with the potential to significantly advance regenerative medicine.</p>","PeriodicalId":8964,"journal":{"name":"Biofabrication","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145686810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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 : 2025-12-23 DOI: 10.1088/1758-5090/ae2b10
Yiyan Zhou, Minjie Chen, Feiran Wang, Cong Xu, 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 (OOC), 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/ OOC models designed to mimic the ovary, uterus, mammary gland, and vagina. Then, we introduce the current state of organoid/ OOC in female reproductive health and highlight how these models contribute to the study of female reproductive diseases. Additionally, we discuss the limitations of organoid/ OOC technology as well as its challenges and perspectives. Collectively, we believe that as organoid/ OOC 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。
{"title":"Advanced strategies in organoid/organ-on-a-chip for female reproductive diseases.","authors":"Yiyan Zhou, Minjie Chen, Feiran Wang, Cong Xu, Ya Wen, Zhixian He, Yujuan Zhu","doi":"10.1088/1758-5090/ae2b10","DOIUrl":"10.1088/1758-5090/ae2b10","url":null,"abstract":"<p><p>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 (OOC), 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/ OOC models designed to mimic the ovary, uterus, mammary gland, and vagina. Then, we introduce the current state of organoid/ OOC in female reproductive health and highlight how these models contribute to the study of female reproductive diseases. Additionally, we discuss the limitations of organoid/ OOC technology as well as its challenges and perspectives. Collectively, we believe that as organoid/ OOC 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.</p>","PeriodicalId":8964,"journal":{"name":"Biofabrication","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145720802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Biofabrication in suspension media for tissue engineering andin vitromodelling. 组织工程和体外模型的悬浮培养基生物制造。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-23 DOI: 10.1088/1758-5090/ae2bab
Rui M A Domingues, Manuela E Gomes, Jason A Burdick
{"title":"Biofabrication in suspension media for tissue engineering and<i>in vitro</i>modelling.","authors":"Rui M A Domingues, Manuela E Gomes, Jason A Burdick","doi":"10.1088/1758-5090/ae2bab","DOIUrl":"https://doi.org/10.1088/1758-5090/ae2bab","url":null,"abstract":"","PeriodicalId":8964,"journal":{"name":"Biofabrication","volume":"18 1","pages":""},"PeriodicalIF":8.0,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145809307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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 : 2025-12-19 DOI: 10.1088/1758-5090/ae2a72
Marie Hut, Flora Clément, Emily Tubbs, Pierre Caullet, Mathieu Armanet, Thomas Domet, Karim Bouzakri, William Bietiger, Fabrice P 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 relevantin vitromodels 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。
{"title":"Integrated pneumatic micro-pump for automated glucose-stimulated insulin secretion in single-islet microfluidic platform.","authors":"Marie Hut, Flora Clément, Emily Tubbs, Pierre Caullet, Mathieu Armanet, Thomas Domet, Karim Bouzakri, William Bietiger, Fabrice P Navarro, Yves Fouillet, Vincent Agache","doi":"10.1088/1758-5090/ae2a72","DOIUrl":"10.1088/1758-5090/ae2a72","url":null,"abstract":"<p><p>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<i>in vitro</i>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-<i>β</i>H5® 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.</p>","PeriodicalId":8964,"journal":{"name":"Biofabrication","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145713077","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Vascularisation in 3D bioprinted models: emerging solutions for engineering functional tissues and tumour models. 3D生物打印模型中的血管化:用于工程功能组织和肿瘤模型的新兴解决方案。
IF 8 2区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2025-12-18 DOI: 10.1088/1758-5090/ae2f02
Urszula Krajewska, Magdalena Chechlinska, Agata Kurzyk

Three-dimensional (3D) bioprinting enables the fabrication of tissues with controlled architecture and cell composition, yet the formation of mature and functional vascular networks remains a major bottleneck for clinical translation. Constructs thicker than 100-200 µm require stable and perfusable vasculature to sustain viability. This review compares vascularisation strategies in two contrasting contexts: regenerative tissue engineering, which requires hierarchical, mechanically stable networks capable of long-term perfusion and host integration, and tumour microenvironment modelling, which demands heterogeneous, leaky, and dynamically remodelling vasculature. Vascularisation approaches are examined across the complementary, technological and biological axes. The technological axis encompasses extrusion-, inkjet-, laser-, and microfluidic-assisted bioprinting methods, each with distinct trade-offs in resolution, cell viability, and scalability. Additionally, lumen-forming strategies, sacrificial, embedded, and coaxial printing, enable controlled formation of perfusable channels, while modular microgel-based bioinks enhance porosity, nutrient diffusion, and matrix remodelling. The biological axis comprises prevascularisation strategies and cellular mechanisms that drive functional vessel formation. Growth factor delivery (VEGF, FGF, PDGF) and hypoxia-driven angiogenesis provide biochemical stimuli, while co-culture systems combining endothelial cells with stromal partners (fibroblasts, pericytes, mesenchymal stem cells) promote endothelialisation, vessel stabilisation, and functional network formation. Mechanical and biochemical cues, including controlled flow, shear stress, and angiogenic factor gradients, are presented as key regulators of vascular maturation and perfusion stability. Validation metrics such as perfusion stability, oxygenation profiles, barrier integrity, and drug transport are emphasised as essential for assessing physiological relevance. Emerging technologies, including smart stimuli-responsive bioinks, 4D bioprinting enabling temporal tissue transformation, and AI-assisted adaptive volumetric fabrication, offer promising solutions for context-aware and dynamically regulated vascular systems. Together, this comparative framework guides strategy selection for either long-term regenerative perfusion or the pathophysiological complexity of tumour vascularisation, and provides practical design principles for translating vascularised tissue models toward clinical application and industrial-scale biofabrication.

三维(3D)生物打印能够制造出具有可控结构和细胞组成的组织,但成熟和功能性血管网络的形成仍然是临床转化的主要瓶颈。厚度大于100-200µm的构建体需要稳定和可灌注的血管来维持生存能力。 ;本综述比较了两种不同背景下的血管化策略:再生组织工程,这需要分层,机械稳定的网络,能够长期灌注和宿主整合,肿瘤微环境建模,这需要异质,泄漏和动态重塑血管系统。血管化方法在互补,技术和生物轴上进行检查。技术轴包括挤压、喷墨、激光和微流体辅助生物打印方法,每种方法在分辨率、细胞活力和可扩展性方面都有不同的权衡。此外,管腔形成策略,牺牲、嵌入和同轴打印,可以控制可渗透通道的形成,而模块化微凝胶生物墨水可以增强孔隙度、营养物质扩散和基质重塑。生物轴包括血管前化策略和驱动功能性血管形成的细胞机制。生长因子传递(VEGF, FGF, PDGF)和缺氧驱动的血管生成提供生化刺激,而内皮细胞与基质伙伴(成纤维细胞,周细胞,间充质干细胞)的共培养系统促进内皮化,血管稳定和功能网络形成。机械和生化线索,包括控制流量、剪切应力和血管生成因子梯度,被认为是血管成熟和灌注稳定性的关键调节因子。灌注稳定性、氧合谱、屏障完整性和药物运输等验证指标被强调为评估生理相关性的关键。新兴技术,包括智能刺激响应生物墨水、4D生物打印实现时间组织转化,以及人工智能辅助的自适应体积制造,为环境感知和动态调节血管系统提供了有前途的解决方案。这一比较框架指导了长期再生灌注或肿瘤血管化病理生理复杂性的策略选择,并为将血管化组织模型转化为临床应用和工业规模的生物制造提供了实用的设计原则。
{"title":"Vascularisation in 3D bioprinted models: emerging solutions for engineering functional tissues and tumour models.","authors":"Urszula Krajewska, Magdalena Chechlinska, Agata Kurzyk","doi":"10.1088/1758-5090/ae2f02","DOIUrl":"https://doi.org/10.1088/1758-5090/ae2f02","url":null,"abstract":"<p><p>Three-dimensional (3D) bioprinting enables the fabrication of tissues with controlled architecture and cell composition, yet the formation of mature and functional vascular networks remains a major bottleneck for clinical translation. Constructs thicker than 100-200 µm require stable and perfusable vasculature to sustain viability.&#xD;This review compares vascularisation strategies in two contrasting contexts: regenerative tissue engineering, which requires hierarchical, mechanically stable networks capable of long-term perfusion and host integration, and tumour microenvironment modelling, which demands heterogeneous, leaky, and dynamically remodelling vasculature.&#xD;Vascularisation approaches are examined across the complementary, technological and biological axes. The technological axis encompasses extrusion-, inkjet-, laser-, and microfluidic-assisted bioprinting methods, each with distinct trade-offs in resolution, cell viability, and scalability. Additionally, lumen-forming strategies, sacrificial, embedded, and coaxial printing, enable controlled formation of perfusable channels, while modular microgel-based bioinks enhance porosity, nutrient diffusion, and matrix remodelling. The biological axis comprises prevascularisation strategies and cellular mechanisms that drive functional vessel formation. Growth factor delivery (VEGF, FGF, PDGF) and hypoxia-driven angiogenesis provide biochemical stimuli, while co-culture systems combining endothelial cells with stromal partners (fibroblasts, pericytes, mesenchymal stem cells) promote endothelialisation, vessel stabilisation, and functional network formation. Mechanical and biochemical cues, including controlled flow, shear stress, and angiogenic factor gradients, are presented as key regulators of vascular maturation and perfusion stability. Validation metrics such as perfusion stability, oxygenation profiles, barrier integrity, and drug transport are emphasised as essential for assessing physiological relevance.&#xD;Emerging technologies, including smart stimuli-responsive bioinks, 4D bioprinting enabling temporal tissue transformation, and AI-assisted adaptive volumetric fabrication, offer promising solutions for context-aware and dynamically regulated vascular systems.&#xD;Together, this comparative framework guides strategy selection for either long-term regenerative perfusion or the pathophysiological complexity of tumour vascularisation, and provides practical design principles for translating vascularised tissue models toward clinical application and industrial-scale biofabrication.</p>","PeriodicalId":8964,"journal":{"name":"Biofabrication","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2025-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145779920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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 : 2025-12-17 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, thereby 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 composite inks and rat pheochromocytoma-derived PC12 cells to assess printability and cell viability. Rheological parameters were characterized using support vector regression (SVR) withR2⩾ 0.974. Multi-layer perceptron (MLP) regressors achievedR2values 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 anR2of 0.986. Through optimization, optimal as-extruded cell viability (⩾95%) was achieved while maintaining high printability (HD ⩽ 0.20). The optimal ink composition was further demonstrated 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。
{"title":"AI-powered printability evaluation framework for 3D bioprinting using Hausdorff distance metrics.","authors":"Colin Zhang, Kelum Chamara Manoj Lakmal Elvitigala, Shinji Sakai","doi":"10.1088/1758-5090/ae288c","DOIUrl":"10.1088/1758-5090/ae288c","url":null,"abstract":"<p><p>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, thereby 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 composite inks and rat pheochromocytoma-derived PC12 cells to assess printability and cell viability. Rheological parameters were characterized using support vector regression (SVR) with<i>R</i><sup>2</sup>⩾ 0.974. Multi-layer perceptron (MLP) regressors achieved<i>R</i><sup>2</sup>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<i>R</i><sup>2</sup>of 0.986. Through optimization, optimal as-extruded cell viability (⩾95%) was achieved while maintaining high printability (HD ⩽ 0.20). The optimal ink composition was further demonstrated 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.</p>","PeriodicalId":8964,"journal":{"name":"Biofabrication","volume":" ","pages":""},"PeriodicalIF":8.0,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145686728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Biofabrication
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1