已入深夜,您辛苦了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!祝你早点完成任务,早点休息,好梦!

Mathematical modeling of avascular tumor growth

癌症 数学模型 细胞生长 癌细胞 计算机科学 生物 神经科学 生物系统 计算生物学 数学 遗传学 统计
作者
Pietro Mascheroni
链接
摘要

Cancer is an extremely complex disease, both in terms of its causes and consequences to the body. Cancer cells acquire the ability to proliferate without control, invade the surrounding tissues and eventually form metastases. It is becoming increasingly clear that a description of tumors that is uniquely based on molecular biology is not enough to understand thoroughly this illness. Quantitative sciences, such as physics, mathematics and engineering, can provide a valuable contribution to this field, suggesting new ways to examine the growth of the tumor and to investigate its interaction with the neighboring environment. In this dissertation, we deal with mathematical models for avascular tumor growth. We evaluate the effects of physiological parameters on tumor development, with a particular focus on the mechanical response of the tissue. We start from tumor spheroids, an effective three-dimensional cell culture, to investigate the first stages of tumor growth. These cell aggregates reproduce the nutrient and proliferation gradients found in the early stages of cancer and can be grown with a strict control of their environmental conditions. The equations of the model are derived in the framework of porous media theory, and constitutive relations for the mass transfer terms and the mechanical stress are formulated on the basis of experimental observations. The growth curves of the model are compared to the experimental data, with good agreement for the different experimental settings. A new mathematical law regulating the inhibitory effect of mechanical compression on cancer cell proliferation is also presented. Then, we perform a parametric analysis to identify the key parameters that drive the system response. We conclude this part by introducing governing equations for transport and uptake of a chemotherapeutic agent, designed to target cell proliferation. In particular, we investigate the combined effect of compressive stresses and drug action. Interestingly, we find that variation in tumor spheroid volume, due to the presence of a drug targeting cell proliferation, depends considerably on the compressive stress level of the cell aggregate. In the second part of the dissertation, we study a constitutive law describing the mechanical response of biological tissues. We introduce this relation in a biphasic model for tumor growth based on the mechanics of fluid-saturated porous media. The internal reorganization of the tissue in response to mechanical and chemical stimuli is described by enforcing the multiplicative decomposition of the deformation gradient tensor associated with the solid phase motion. In this way, we are able to distinguish the contributions of growth, rearrangement of cellular bonds, and elastic distortion, occurring during tumor evolution. Results are presented for a benchmark case and for three biological configurations. We analyze the dependence of tumor development on the mechanical environment, with particular focus on cell reorganization and its role in stress relaxation. Finally, we conclude with a summary of the results and with a discussion of possible future extensions.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
这都什么名字完成签到 ,获得积分10
1秒前
化工渣渣完成签到,获得积分10
2秒前
4秒前
妖九笙完成签到 ,获得积分10
4秒前
4秒前
布比卡因完成签到,获得积分10
5秒前
谢玉婷完成签到 ,获得积分10
5秒前
阔达的念珍完成签到 ,获得积分10
6秒前
Zzyj完成签到 ,获得积分10
7秒前
Yinzixin发布了新的文献求助30
9秒前
9秒前
小王梓发布了新的文献求助10
9秒前
13秒前
14秒前
少川完成签到 ,获得积分10
15秒前
Moonpie完成签到,获得积分0
16秒前
淡然的依琴完成签到,获得积分10
16秒前
W~舞完成签到,获得积分10
17秒前
隐形寒松发布了新的文献求助10
18秒前
wsf2023完成签到,获得积分10
18秒前
久久丫完成签到 ,获得积分10
21秒前
zhang568完成签到 ,获得积分10
21秒前
山野雾灯完成签到 ,获得积分10
21秒前
SciGPT应助小王梓采纳,获得30
25秒前
25秒前
GingerF举报djlkasdjf求助涉嫌违规
30秒前
淡淡的独孤完成签到 ,获得积分10
31秒前
咕咕咕发布了新的文献求助10
31秒前
Auralis完成签到 ,获得积分10
31秒前
木昆完成签到 ,获得积分10
32秒前
Lily完成签到 ,获得积分10
32秒前
华仔应助Boston采纳,获得10
32秒前
影像大侠完成签到,获得积分10
32秒前
无味完成签到,获得积分20
34秒前
Yyyyyyyyy应助ralph_liu采纳,获得30
34秒前
你能帮帮我吗完成签到,获得积分10
36秒前
隐形寒松完成签到,获得积分10
36秒前
36秒前
明月朗晴完成签到 ,获得积分10
37秒前
眼睛大的胡萝卜完成签到 ,获得积分10
37秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Les Mantodea de Guyane Insecta, Polyneoptera 2000
Pulse width control of a 3-phase inverter with non sinusoidal phase voltages 777
Signals, Systems, and Signal Processing 610
Research Methods for Applied Linguistics: A Practical Guide 600
Research Methods for Applied Linguistics 500
Chemistry and Physics of Carbon Volume 15 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6407565
求助须知:如何正确求助?哪些是违规求助? 8226677
关于积分的说明 17448726
捐赠科研通 5460297
什么是DOI,文献DOI怎么找? 2885414
邀请新用户注册赠送积分活动 1861694
关于科研通互助平台的介绍 1701883