Maximum Entropy in the Gaussian Network Model: A Thermodynamic Reference State for Protein Dynamics

统计物理学 最大熵原理 高斯分布 熵(时间箭头) 动力学(音乐) 物理 热力学 计算机科学 人工智能 量子力学 声学
作者
Burak Erman
出处
期刊: [Cold Spring Harbor Laboratory]
标识
DOI:10.1101/2025.05.18.654696
摘要

This paper presents a rigorous proof that the Gaussian Network Model (GNM) with uniform spring constants maximizes entropy subject only to constraints imposed by the native contact topology. We demonstrate that this entropic optimality establishes the GNM as a fundamental thermodynamic reference state for protein dynamics, rather than merely a computational convenience. Our analysis shows that proteins, as soft matter systems, are predominantly governed by entropic considerations, with thermal fluctuations distributed among their degrees of freedom in a manner that maximizes configurational entropy. The uniform-spring constant GNM provides the least biased representation of protein dynamics, explaining its remarkable success in predicting experimental observables including NMR-measured correlations. We discuss how applying additional constraints to this maximum-entropy reference state, such as non-uniform spring constants or specific covariance requirements, inevitably reduces entropy while increasing Helmholtz free energy. This reference state framework offers new insights into allosteric mechanisms, drug binding effects, and the evolutionary balance between thermodynamic optimality and functional specialization in proteins. Previous approaches that constrained GNM fluctuations while maximizing entropy are contextualized within this theoretical foundation, highlighting pathways for model refinement while maintaining entropic principles.
最长约 10秒,即可获得该文献文件

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
你好完成签到 ,获得积分10
刚刚
乌禅发布了新的文献求助10
刚刚
1秒前
小魔女完成签到,获得积分10
1秒前
失眠善若完成签到,获得积分10
1秒前
CipherSage的应助被薇子采纳,获得10
1秒前
1秒前
1秒前
不安的凉面完成签到,获得积分10
2秒前
3秒前
苗条梦玉发布了新的文献求助10
3秒前
wanci的应助被高手的皇上采纳,获得10
3秒前
3秒前
香蕉觅云的应助被碧蓝含桃采纳,获得10
3秒前
景易完成签到,获得积分10
3秒前
落寞的雨雪的应助被壮观海云采纳,获得20
3秒前
4秒前
4秒前
罗实发布了新的文献求助10
4秒前
4秒前
4秒前
啦啦啦完成签到,获得积分10
5秒前
5秒前
乌禅完成签到,获得积分10
5秒前
6秒前
6秒前
6秒前
6秒前
丘比特的应助被tomatoGG采纳,获得10
6秒前
后来完成签到,获得积分10
6秒前
6秒前
开光的移液枪完成签到 ,获得积分10
6秒前
7秒前
酷波er的应助被张佳佳采纳,获得30
7秒前
8秒前
8秒前
递进的应助被sparrow采纳,获得10
8秒前
无私雁发布了新的文献求助10
8秒前
9秒前
zz发布了新的文献求助10
9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
Encyclopedia of Reagents for Organic Synthesis, 14 Volume Set, 2nd Edition(本书共14册,本求助8volume-14volume共7册,独立harcover版本,非网络版本e-EROS 版,不能网络版转化PDF或提取PDF) 2000
Nanocomposite Removal of Pesticides from Wastewater 2000
Электротехническая система магнитожидкостной герметизации валов регулируемых электродвигателей 800
Practical Manual of Forensic Psychophysiology: Methodology, Execution, and Fields of Application 800
Holistic Discourse Analysis, Second Edition by Robert E. Longacre 666
Problems and Solutions for Integer and Combinatorial Optimization: Building Skills in Discrete Optimization 600
热门求助领域 (近24小时)
化学 材料科学 医学 生物 计算机科学 工程类 纳米技术 有机化学 物理 生物化学 化学工程 内科学 复合材料 催化作用 心理学 人工智能 细胞生物学 光电子学 无机化学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 7938386
求助须知:如何正确求助?哪些是违规求助? 9424309
关于积分的说明 20966416
捐赠科研通 7526524
什么是DOI,文献DOI怎么找? 3366778
关于科研通互助平台的介绍 2503672
邀请新用户注册赠送积分活动 2398609