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The Role of Extracellular Matrix in Cancer Cell Behavior

Examining how the ECM influences cancer cell migration and growth.

Pradeep Keshavanarayana, M. Botticelli, J. Metzcar, T. Phillips, S. Cox, F. Spill

― 7 min read


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Table of Contents

The Extracellular Matrix (ECM) is a vital support structure surrounding cells in our bodies. It is made up of different proteins and molecules that help to hold tissues together and facilitate communication between cells. The ECM is not uniform; its composition varies depending on the type of tissue and its location in the body. This variation gives different tissues their unique mechanical and biochemical properties, affecting how cells behave, grow, and move.

The Importance of the ECM in Cell Behavior

The ECM plays a crucial role in several key biological processes. It helps maintain the balance of tissues, allowing cells to differentiate into various types needed for different functions. Additionally, the ECM influences how cells grow and migrate, which is particularly important in the context of diseases like cancer.

Malignant cells often display altered behaviors compared to normal cells. The characteristics of the ECM, such as its Stiffness and structure, affect how these Cancer Cells migrate, either alone or in clusters. This Migration capability is critical as it enables cancer cells to spread throughout the body, leading to metastasis, which is one of the leading causes of cancer-related deaths.

How ECM Properties Affect Cancer Cell Migration

The physical attributes of the ECM, including its stiffness and the arrangement of its fibers, can significantly impact the movement patterns of cancer cells. For instance, when the ECM is stiffer, it might encourage cells to move faster or invade tissues more aggressively. Conversely, a softer ECM may restrict their movement.

Different types of cancer cells have varying modes of migration. Some cancer cells move individually, while others prefer to move collectively, relying on interactions with both nearby cells and the ECM. For solid tumors, the ECM directs the movement of these cells, influenced by both cell-to-cell communication and how cells adhere to the ECM.

Mechanotransduction: The Connection Between Cells and ECM

When cancer cells interact with the ECM, they can sense its mechanical features through a process known as mechanotransduction. This involves signals that prompt changes within the cell, ultimately affecting how the cells behave, including their ability to migrate and invade surrounding tissues. Integrins are proteins that mediate this signaling process, connecting the cell with the ECM.

Differences Between Healthy and Tumor Microenvironments

In healthy tissues, the ECM provides a stable environment that supports normal cell function. However, in tumors, the ECM undergoes significant changes. Cancer cells and surrounding fibroblasts remodel the ECM, creating an environment that can enhance tumor growth and invasion. Thus, understanding the differences between healthy tissues and tumor microenvironments is essential for gaining insight into cancer progression.

The Impact of ECM Stiffness on Cancer Cells

Researchers have extensively studied how ECM stiffness affects cancer cells. As tumors grow, they often become stiffer due to changes in the ECM, which can profoundly influence cancer cell behavior. For instance, increased stiffness in breast cancer tissues correlates with poor patient outcomes and resistance to treatment.

Many experiments examining ECM stiffness are conducted in simplified laboratory settings where researchers use only one type of protein, like collagen, to mimic the ECM. These studies also often take place in two-dimensional space, which does not accurately reflect the three-dimensional environments found in living organisms.

The Importance of 3D ECM Models

Cells in a three-dimensional environment behave differently than those in flat, two-dimensional cultures. In a 3D setting, cancer cells exhibit various migration patterns, growth rates, and interactions with the ECM. For example, in a 3D ECM, cancer cells may form protrusions all over their surface, adapting to their surroundings rather than remaining flat.

Realizing the limitations of 2D models, researchers are increasingly focusing on 3D models to better replicate the tumor microenvironment. However, creating and studying 3D ECM models can be complex and time-consuming, leading many researchers to the more straightforward 2D experiments.

Computational Models in Cancer Research

Given the challenges associated with experimental work, computational models have become important tools in cancer research. These models can simulate different scenarios, helping researchers understand complex interactions within the tumor microenvironment without the need for extensive lab work.

For instance, computer models are used to study cancer spheroids-groups of cancer cells that mimic tumors in 3D. These models examine how cells collectively move and interact with the ECM. By using mathematical equations, researchers can visualize the changes in cell and ECM densities over time.

Different Approaches to Model Cell Migration

Numerous methods exist to model cancer cell migration and interactions with the ECM. Some approaches use continuous equations that represent cells and the ECM as densities, while others rely on discrete models where each cell is treated as an individual entity. A hybrid approach combines the two methods for more accurate modeling.

In addition, there are specialized software tools available that help researchers create such simulations. These tools can be used to model complex interactions and understand how cells respond to changes in their environment.

The Connection Between ECM Properties and Cancer Behavior

Various studies have indicated that properties of the ECM, such as its stiffness, affect how cancer cells behave. For example, a stiffer ECM can lead to increased migration and invasiveness of cancer cells. Conversely, less stiff matrices can also encourage cell invasion in certain types of cancer cells.

The interplay between stiffness and other factors, such as cell type and the presence of other cells in the ECM, creates a complex environment where the effects of stiffness on cancer behavior can vary widely.

Understanding Ribose-Induced Changes in ECM

Research has also shown that adding substances like ribose to ECM can change its properties. Ribose causes collagen fibers to become stiffer, which in turn influences how cancer cells interact with the ECM. By studying how ribose affects cell behavior, researchers can better understand cancer progression and resilience to treatments.

The Role of MMPs in Cancer Cell Invasion

Matrix metalloproteinases (MMPs) are enzymes that break down proteins in the ECM. Cancer cells rely on MMPs to remodel the ECM, allowing them to invade surrounding tissues. If MMP activity is inhibited, cancer cell invasion can be significantly reduced.

Studies have shown that blocking MMPs can affect how tumors grow and spread. This provides a potential therapeutic approach to limiting cancer progression by targeting the mechanisms cancer cells use to invade.

Summary of Findings

In summary, the interactions between cancer cells and the ECM are essential to understanding cancer behavior. The ECM not only provides structural support but also influences various cell functions, including migration and growth. Various factors, including ECM stiffness and composition, can have profound effects on how cancer cells behave.

This research emphasizes the need for more advanced models that capture the complexity of the tumor microenvironment. By integrating various ECM properties into experimental and computational studies, scientists can gain deeper insights into how to better manage and treat cancers.

Future Directions in Cancer Research

As research continues to evolve, the focus will shift towards creating more comprehensive models that incorporate numerous elements of the ECM. Future studies aim to explore how nutritional factors and additional cell signaling pathways affect the interactions between cancer cells and the ECM.

By understanding these dynamics, researchers can develop more effective strategies for combatting cancer growth and metastasis. The ultimate goal is to create targeted therapies that address the unique behaviors of cancer cells in relation to their ECM environment, improving treatment outcomes for patients.

In conclusion, the ECM's role in cancer biology is complex and multifaceted. Continued research will be essential for unlocking the intricacies of cancer progression and developing more effective treatment strategies based on deeper biological understanding.

Original Source

Title: A hybrid computational model of cancer spheroid growth with ribose-induced collagen stiffening

Abstract: Metastasis, the leading cause of death in cancer patients, arises when cancer cells disseminate from a primary solid tumour to distant organs. Growth and invasion of the solid tumour often involve collective cell migration, which is profoundly influenced by cell-cell interactions and the extracellular matrix (ECM). The ECMs biochemical composition and mechanical properties, such as stiffness, regulate cancer cell behaviour and migration dynamics. Mathematical modelling serves as a pivotal tool for studying and predicting these complex dynamics, with hybrid discrete-continuous models offering a powerful approach by combining agent-based representations of cells with continuum descriptions of the surrounding microenvironment. In this study, we investigate the impact of ECM stiffness, modulated via ribose-induced collagen cross-linking, on cancer spheroid growth and invasion. We employed a hybrid discrete-continuous model implemented in PhysiCell to simulate spheroid dynamics, successfully replicating three-dimensional in vitro experiments. The model incorporates detailed representations of cell-cell and cell-ECM interactions, ECM remodelling, and cell proliferation. Our simulations align with experimental observations of two breast cancer cell lines, non-invasive MCF7 and invasive HCC1954, under varying ECM stiffness conditions. The results demonstrate that increased ECM stiffness due to ribose-induced cross-linking inhibits spheroid invasion in invasive cells, whereas non-invasive cells remain largely unaffected. Furthermore, our simulations show that higher ECM degradation by the cells not only enables spheroid growth and invasion but also facilitates the formation of multicellular protrusions. Conversely, increasing the maximum speed that cells can reach due to cell-ECM interactions enhances spheroid growth while promoting single-cell invasion. This hybrid modelling approach enhances our understanding of the interplay between cancer cell migration, proliferation, and ECM mechanical properties, paving the way for future studies incorporating additional ECM characteristics and microenvironmental conditions.

Authors: Pradeep Keshavanarayana, M. Botticelli, J. Metzcar, T. Phillips, S. Cox, F. Spill

Last Update: 2024-10-27 00:00:00

Language: English

Source URL: https://www.biorxiv.org/content/10.1101/2024.10.23.619655

Source PDF: https://www.biorxiv.org/content/10.1101/2024.10.23.619655.full.pdf

Licence: https://creativecommons.org/licenses/by/4.0/

Changes: This summary was created with assistance from AI and may have inaccuracies. For accurate information, please refer to the original source documents linked here.

Thank you to biorxiv for use of its open access interoperability.

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