Modeling collagen fibril degradation as a function of matrix microarchitecture

TL;DR

This study presents a computational model and experimental validation showing that collagen matrix microarchitecture significantly influences its degradation rate, with enzyme distribution patterns playing a key role.

Contribution

The paper introduces a novel multi-scale computational model linking collagen microarchitecture to degradation, validated by in vitro experiments.

Findings

Degradation rate varies with matrix microarchitecture.

Enzyme distribution around fibrils is non-uniform and architecture-dependent.

Fibril thickness influences collagen degradation.

Abstract

Collagenolytic degradation is a process fundamental to tissue remodeling. The microarchitecture of collagen fibril networks changes during development, aging, and disease. Such changes to microarchitecture are often accompanied by changes in matrix degradability. In vitro, collagen matrices of the same concentration but different microarchitectures also vary in degradation rate. How do different microarchitectures affect matrix degradation? To answer this question, we developed a computational model of collagen degradation. We first developed a lattice model that describes collagen degradation at the scale of a single fibril. We then extended this model to investigate the role of microarchitecture using Brownian dynamics simulation of enzymes in a multi-fibril three dimensional matrix to predict its degradability. Our simulations predict that the distribution of enzymes around the fibrils is non-uniform and depends on the microarchitecture of the matrix. This non-uniformity in enzyme distribution can lead to different extents of degradability for matrices of different microarchitectures. Our model predictions were tested using in vitro experiments with synthesized collagen gels of different microarchitectures. Experiments showed that indeed degradation of collagen depends on the matrix architecture and fibril thickness. In summary, our study shows that the microarchitecture of the collagen matrix is an important determinant of its degradability.