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通过田口方法优化制造参数,以使用按需喷墨方法生产高产率羟基磷灰石微球支架。

Optimizing fabrication parameters via Taguchi method for production of high yield hydroxyapatite microsphere scaffolds using Drop-on-Demand inkjet method.

机构信息

Department of Mechanical Engineering, National University of Singapore, Singapore, Singapore.

Department of Material Science and Engineering, National University of Singapore, Singapore, Singapore.

出版信息

J Biomed Mater Res B Appl Biomater. 2023 Nov;111(11):1938-1955. doi: 10.1002/jbm.b.35297. Epub 2023 Jun 28.

Abstract

Drop on demand (DOD) inkjet method is a cost-efficient way of producing hydroxyapatite (HAp) microsphere scaffolds with narrow size distribution. However, DOD fabrication parameters may influence the yield and characteristics of the microsphere scaffolds. Testing different permutations and combinations of fabrication parameters is costly and time consuming. Taguchi method could be used as a predictive tool for optimizing the key fabrication parameters to produce HAp microspheres with desired yield and properties, minimizing the number of experimental combinations to be tested. The aim of this study is to investigate the influence of the fabrication parameters on the characteristics of the microspheres formed and determine optimum parameter conditions for producing high yield HAp microsphere scaffolds with the desired properties intended to serve as potential bone substitutes. We aimed to achieve microspheres with high production yield, microsphere size of <230 μm, micropore sizes <1 μm, rough surface morphology and high sphericity. Experiments were conducted using Taguchi method with a L9 orthogonal array at three levels per parameter to determine optimum parameter values for (1) operating pressure, (2) shutter speed duration, (3) nozzle height and (4) CaCl concentration. Based on signal-to-noise (S/N) ratio analysis, the identified optimum parameter conditions for operating pressure, shutter speed duration, nozzle height and CaCl concentration to be 0.9-1.3 bar, 100 ms, 8 cm and 0.4 M respectively. The microspheres obtained had an average size of 213 μm, 0.45 μm micropore size, high sphericity index of 0.95 and high production yield of 98%. Confirmation tests and ANOVA results affirms the validity of Taguchi method in optimizing HAp microspheres with high yield, desired size, micropore size and shape. HAp microsphere scaffolds produced by optimum conditions were subjected to a 7-day in-vitro study. Cells remained viable and continued to proliferate (increased 1.2-fold) over 7 days with microspheres maintaining high cell density with cells bridging between microspheres. Alkaline phosphatase (ALP) assay increased 1.5-fold from day 1, suggesting good osteogenic potency of HAp microspheres as potential bone substitutes.

摘要

按需滴注 (DOD) 喷墨方法是一种具有成本效益的方法,可用于生产具有较窄尺寸分布的羟基磷灰石 (HAp) 微球支架。然而,DOD 制造参数可能会影响微球支架的产率和特性。测试不同的制造参数排列组合既昂贵又耗时。田口方法可用作预测工具,用于优化关键制造参数,以生产具有所需产率和性能的 HAp 微球,从而最大限度地减少要测试的实验组合数量。本研究的目的是研究制造参数对形成的微球特性的影响,并确定生产具有所需特性的高产率 HAp 微球支架的最佳参数条件,旨在用作潜在的骨替代物。我们的目标是获得具有高产率、<230 μm 微球尺寸、<1 μm 微孔尺寸、粗糙表面形态和高球形度的微球。实验采用田口方法,每个参数使用 L9 正交数组进行三级实验,以确定(1)操作压力、(2)快门速度持续时间、(3)喷嘴高度和(4)CaCl 浓度的最佳参数值。基于信噪比 (S/N) 比分析,确定操作压力、快门速度持续时间、喷嘴高度和 CaCl 浓度的最佳参数条件分别为 0.9-1.3 bar、100 ms、8 cm 和 0.4 M。获得的微球平均尺寸为 213 μm,微孔尺寸为 0.45 μm,球形度指数为 0.95,产率为 98%。验证测试和方差分析结果证实了田口方法在优化具有高产率、所需尺寸、微孔尺寸和形状的 HAp 微球方面的有效性。在最佳条件下生产的 HAp 微球支架进行了为期 7 天的体外研究。细胞保持存活并在 7 天内继续增殖(增加 1.2 倍),微球保持高细胞密度,细胞在微球之间桥接。碱性磷酸酶 (ALP) 测定从第 1 天开始增加了 1.5 倍,表明 HAp 微球具有良好的成骨潜力,可用作潜在的骨替代物。

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