Evaluation of growth-induced, mechanical stress in solid tumors and spatial association with extracellular matrix content

IF 3 3区 医学 Q2 BIOPHYSICS Biomechanics and Modeling in Mechanobiology Pub Date : 2023-05-02 DOI:10.1007/s10237-023-01716-3
Andreas G. Hadjigeorgiou, Triantafyllos Stylianopoulos
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引用次数: 1

Abstract

Mechanical stresses in solid tumors play an important role in tumor progression and treatment efficacy but their quantification is under-investigated. Here, we developed an experimental and computational approach to calculate growth-induced, residual stresses and applied it to the breast (4T1), pancreatic (PAN02), and fibrosarcoma (MCA205) tumor models. Following resection, tumors are embedded in agarose gels and cuts are made in two perpendicular directions to release residual stress. With the use of image processing, the detailed bulging displacement profile is measured and finite elements models of the bulging geometry are developed for the quantification of the stress levels. The mechanical properties of the tumors are measured in vivo prior to resection with shear wave elastography. We find that the average magnitude of residual stresses ranges from 3.31 to 10.88 kPa, and they are non-uniformly distributed within the tissue due to the heterogeneity of the tumor microenvironment. Interestingly, we demonstrate that a second cut can still release a significant amount of stresses. We further find a strong association of spatial hyaluronan and collagen content with the spatial profile of stress for the MCA205 and PAN02 tumors and a partial association for the 4T1. Interestingly the colocalization of hyaluronan and collagen content had a stronger association with the spatial profile of stress for MCA205, PAN02, and 4T1. Finally, measurements of the elastic modulus with shear wave elastography show a nonlinear correlation with tumor volume for the more fibrotic MCA205 and 4T1 tumors. Overall, our results provide insights for a better understanding of the mechanical behavior of tumors.

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实体瘤生长诱导的机械应力及其与细胞外基质含量的空间相关性评价
实体瘤中的机械应力在肿瘤进展和治疗效果中起着重要作用,但其定量研究尚不充分。在这里,我们开发了一种实验和计算方法来计算生长诱导的残余应力,并将其应用于乳腺(4T1)、胰腺(PAN02)和纤维肉瘤(MCA05)肿瘤模型。切除后,将肿瘤嵌入琼脂糖凝胶中,并在两个垂直方向上进行切割以释放残余应力。通过使用图像处理,测量了详细的胀形位移轮廓,并开发了胀形几何形状的有限元模型,用于量化应力水平。肿瘤的力学性能在切除前用剪切波弹性成像在体内测量。我们发现残余应力的平均大小在3.31至10.88kPa之间,并且由于肿瘤微环境的异质性,残余应力在组织内分布不均匀。有趣的是,我们证明了第二次切割仍然可以释放大量的应力。我们进一步发现,MCA205和PAN02肿瘤的空间透明质酸和胶原含量与应力的空间分布有很强的相关性,4T1也有部分相关性。有趣的是,透明质酸和胶原含量的共定位与MCA205、PAN02和4T1的应力空间分布有更强的相关性。最后,剪切波弹性成像对弹性模量的测量显示,对于纤维化程度更高的MCA205和4T1肿瘤,弹性模量与肿瘤体积呈非线性相关性。总的来说,我们的研究结果为更好地理解肿瘤的机械行为提供了见解。
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来源期刊
Biomechanics and Modeling in Mechanobiology
Biomechanics and Modeling in Mechanobiology 工程技术-工程:生物医学
CiteScore
7.10
自引率
8.60%
发文量
119
审稿时长
6 months
期刊介绍: Mechanics regulates biological processes at the molecular, cellular, tissue, organ, and organism levels. A goal of this journal is to promote basic and applied research that integrates the expanding knowledge-bases in the allied fields of biomechanics and mechanobiology. Approaches may be experimental, theoretical, or computational; they may address phenomena at the nano, micro, or macrolevels. Of particular interest are investigations that (1) quantify the mechanical environment in which cells and matrix function in health, disease, or injury, (2) identify and quantify mechanosensitive responses and their mechanisms, (3) detail inter-relations between mechanics and biological processes such as growth, remodeling, adaptation, and repair, and (4) report discoveries that advance therapeutic and diagnostic procedures. Especially encouraged are analytical and computational models based on solid mechanics, fluid mechanics, or thermomechanics, and their interactions; also encouraged are reports of new experimental methods that expand measurement capabilities and new mathematical methods that facilitate analysis.
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