Estimation of aortic valve interstitial cell-induced 3D remodeling of poly(ethylene glycol) hydrogel environments using an inverse finite element approach

被引:4
|
作者
Khang, Alex
Steinman, John
Tuscher, Robin
Feng, Xinzeng
Sacks, Michael S. [1 ]
机构
[1] Univ Texas Austin, Oden Inst Computat Engn & Sci, James T Willerson Ctr Cardiovasc Modeling & Simula, 201 East 24th St, Stop C0200, Austin, TX 78712 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
Aortic valve interstitial cell; Hydrogel; Degradation; Stiffening; 3D traction force microscopy; Computational modeling; Inverse modeling; Adjoint method; Collagen deposition; PHENOTYPES; ALGORITHM; CULTURE;
D O I
10.1016/j.actbio.2023.01.043
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Aortic valve interstitial cells (AVICs) reside within the leaflet tissues of the aortic valve and maintain and remodel its extracellular matrix components. Part of this process is a result of AVIC contractility brought about by underlying stress fibers whose behaviors can change in various disease states. Cur-rently, it is challenging to directly investigate AVIC contractile behaviors within dense leaflet tissues. As a result, optically clear poly (ethylene glycol) hydrogel matrices have been used to study AVIC contractil-ity via 3D traction force microscopy (3DTFM). However, the local stiffness of the hydrogel is difficult to measure directly and is further confounded by the remodeling activity of the AVIC. Ambiguity in hydro -gel mechanics can lead to large errors in computed cellular tractions. Herein, we developed an inverse computational approach to estimate AVIC-induced remodeling of the hydrogel material. The model was validated with test problems comprised of an experimentally measured AVIC geometry and prescribed modulus fields containing unmodified, stiffened, and degraded regions. The inverse model estimated the ground truth data sets with high accuracy. When applied to AVICs assessed via 3DTFM, the model es-timated regions of significant stiffening and degradation in the vicinity of the AVIC. We observed that stiffening was lar gely localized at AVIC protrusions, likely a result of collagen deposition as confirmed by immunostaining. Degradation was more spatially uniform and present in regions further away from the AVIC, likely a result of enzymatic activity. Looking forward, this approach will allow for more accurate computation of AVIC contractile force levels.Statement of significance The aortic valve (AV), positioned between the left ventricle and the aorta, prevents retrograde flow into the left ventricle. Within the AV tissues reside a resident population of aortic valve interstitial cells (AVICs) that replenish, restore, and remodel extracellular matrix components. Currently, it is technically challenging to directly investigate AVIC contractile behaviors within the dense leaflet tissues. As a result, optically clear hydrogels have been used to study AVIC contractility through means of 3D traction force microscopy. Herein, we developed a method to estimate AVIC-induced remodeling of PEG hydrogels. This method was able to accurately estimate regions of significant stiffening and degradation induced by the AVIC and allows a deeper understanding of AVIC remodeling activity, which can differ in normal and disease conditions.(c) 2023 Acta Materialia Inc. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:123 / 133
页数:11
相关论文
共 7 条
  • [1] The effects of strain history on aortic valve interstitial cell activation in a 3D hydrogel environment
    West, Toni M.
    Howsmon, Daniel P.
    Massidda, Miles W.
    Vo, Helen N.
    Janobas, Athena A.
    Baker, Aaron B.
    Sacks, Michael S.
    APL BIOENGINEERING, 2023, 7 (02)
  • [2] Estimation of constitutive parameters using an inverse method coupled to a 3D finite element software
    Forestier, R
    Massoni, E
    Chastel, Y
    JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2002, 125 : 594 - 601
  • [3] Dynamic stiffening of poly(ethylene glycol)-based hydrogels to direct valvular interstitial cell phenotype in a 3D environment
    Mabry, Kelly
    Anseth, Kristi
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2015, 249
  • [4] A Multi-Scale Modeling Approach to Determine 3D Heart Valve Interstitial Cell Biophysical Behavior in a Hydrogel Environment
    Sacks, Michael S.
    Lejeune, Emma
    Khang, Alex
    BIOPHYSICAL JOURNAL, 2020, 118 (03) : 155A - 155A
  • [5] Cell-Laden Alginate Hydrogel Modelling using Three-Dimensional (3D) Microscale Finite Element Technique
    Banerjee A.
    Chowdhury A.R.
    Datta S.
    Datta P.
    Journal of The Institution of Engineers (India): Series C, 2022, 103 (03) : 301 - 306
  • [6] Cell Adhesion Induced Using Surface Modification with Cell-Penetrating Peptide-Conjugated Poly(ethylene glycol)-Lipid: A New Cell Glue for 3D Cell-Based Structures
    Teramura, Yuji
    Asif, Sana
    Ekdahl, Kristina N.
    Gustafson, Elisabet
    Nilsson, Bo
    ACS APPLIED MATERIALS & INTERFACES, 2017, 9 (01) : 244 - 254
  • [7] 3D FINITE ELEMENT MODEL TO PREDICT MACHINING INDUCED RESIDUAL STRESSES USING ARBITRARY LAGRANGIAN EULERIAN APPROACH
    Marimuthu, Prakash K.
    Prasada, Thirtha H. P.
    Kumar, Chethan C. S.
    JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY, 2018, 13 (02) : 309 - 320