In situ 3D spatiotemporal measurement of soluble biomarkers in spheroid culture.

IF 2.4 In vitro models Pub Date : 2022-11-07 eCollection Date: 2022-11-01 DOI:10.1007/s44164-022-00037-6
Alexander J McGhee, Eric O McGhee, Jack E Famiglietti, W Gregory Sawyer
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Abstract

Background: Advanced cell culture techniques such as 3D bioprinting and hydrogel-based cell embedding techniques harbor many new and exciting opportunities to study cells in environments that closely recapitulate in vivo conditions. Researchers often study these environments using fluorescence microscopy to visualize the protein association with objects such as cells within the 3D environment, yet quantification of concentration profiles in the microenvironment has remained elusive.

Objective: Demonstrate an assay that enables near real-time in situ biomarker detection and spatiotemporal quantification of biomarker concentration in 3D cell culture.

Methods: A distributed bead-based immuno-assay was used in 3D cell culture to continuously measure the time-dependent concentration gradient of various biomarkers by sequestering soluble target molecules and concentrating the fluorescence intensity of these tagged proteins. Timelapse confocal microscopy was used to measure the in situ fluorescence intensity profile and a calibration curve was separately generated. Application of a calibration transfer function to in situ data is used to quantify spatiotemporal concentration.

Results: Example assays utilize an osteosarcoma spheroid as a case study for a quantitative single-plexed gel encapsulated assay, and a qualitative multi-plexed 3D-bioprinted assay. In both cases, a time-varying cytokine concentration gradient is measured. An estimation for the production rate of the IL-8 cytokine per second per osteosarcoma cell results from fitting an analytical function for continuous point source diffusion to the measured concentration gradient and reveals that spheroid production approaches nearly 0.18 fg/s of IL-8 after 18 h in culture.

Conclusions: Theoretical and experimental demonstration of bead-based immunoassays in diffusion-limited environments such as 3D cell culture is shown, and includes example measurements of various cytokines produced by an osteosarcoma spheroid. Proper calibration and use of this assay is exhaustively explored for the case of diffusion-limited Langmuir kinetics of a spherical adsorber.

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球体培养中可溶性生物标志物的原位三维时空测量。
背景:先进的细胞培养技术,如3D生物打印和基于水凝胶的细胞包埋技术,为在密切再现体内条件的环境中研究细胞提供了许多新的和令人兴奋的机会。研究人员经常使用荧光显微镜研究这些环境,以可视化三维环境中蛋白质与物体(如细胞)的关联,但微环境中浓度谱的量化仍然难以捉摸。目的:演示一种能够在3D细胞培养中实现近实时的生物标志物原位检测和生物标志物浓度时空量化的检测方法。方法:在三维细胞培养中采用分布式珠免疫分析法,通过分离可溶性靶分子和浓缩这些标记蛋白的荧光强度,连续测量各种生物标志物的时间依赖性浓度梯度。使用延时共聚焦显微镜测量原位荧光强度分布,并单独生成校准曲线。应用校准传递函数对原位数据进行了时空浓度的量化。结果:示例分析利用骨肉瘤球体作为定量单层凝胶封装分析的案例研究,以及定性多层3d生物打印分析。在这两种情况下,测量随时间变化的细胞因子浓度梯度。通过将连续点源扩散的分析函数拟合到测量的浓度梯度,对每个骨肉瘤细胞每秒产生IL-8细胞因子的速度进行了估计,结果表明,培养18小时后,IL-8的球体产量接近0.18 fg/s。结论:在三维细胞培养等扩散受限的环境中,理论和实验证明了基于珠子的免疫分析,并包括骨肉瘤球形细胞产生的各种细胞因子的测量示例。正确的校准和使用这一分析是详尽地探讨了扩散有限的情况下,一个球形吸附器的朗缪尔动力学。
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