Fitness Landscapes and the Origin of Species

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出版者:Princeton University Press
作者:Sergey Gavrilets
出品人:
页数:496
译者:
出版时间:2004-7
价格:USD 78.50
装帧:Paperback
isbn号码:9780691119830
丛书系列:Monographs in Population Biology
图书标签:
  • 进化生物学
  • 适应度景观
  • 物种起源
  • 复杂性
  • 自组织
  • 进化动力学
  • 生物信息学
  • 系统生物学
  • 理论生物学
  • 遗传算法
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具体描述

The origin of species has fascinated both biologists and the general public since the publication of Darwin's Origin of Species in 1859. Significant progress in understanding the process was achieved in the "modern synthesis," when Theodosius Dobzhansky, Ernst Mayr, and others reconciled Mendelian genetics with Darwin's natural selection. Although evolutionary biologists have developed significant new theory and data about speciation in the years since the modern synthesis, this book represents the first systematic attempt to summarize and generalize what mathematical models tell us about the dynamics of speciation.

Fitness Landscapes and the Origin of Species presents both an overview of the forty years of previous theoretical research and the author's new results. Sergey Gavrilets uses a unified framework based on the notion of fitness landscapes introduced by Sewall Wright in 1932, generalizing this notion to explore the consequences of the huge dimensionality of fitness landscapes that correspond to biological systems.

In contrast to previous theoretical work, which was based largely on numerical simulations, Gavrilets develops simple mathematical models that allow for analytical investigation and clear interpretation in biological terms. Covering controversial topics, including sympatric speciation and the effects of sexual conflict on speciation, this book builds for the first time a general, quantitative theory for the origin of species.

好的,这是一本关于进化生物学、生态学和复杂系统理论的学术专著的简介,书名为《尺度效应与生命系统的涌现》 (Scaling Effects and the Emergence of Life Systems)。 《尺度效应与生命系统的涌现》图书简介 聚焦于从微观机制到宏观生态的跨尺度整合理论构建 《尺度效应与生命系统的涌现》是一部深入探讨生命系统在不同尺度层级上如何组织、适应并演化的综合性著作。本书摒弃了传统生物学中对特定生物体或单一过程的孤立研究范式,转而采纳一种基于物理学、信息论和复杂性科学的跨尺度视角,旨在揭示生命现象从分子机器到生物圈演化的普适性原理。 本书的核心论点在于,尺度(Scale)——无论是空间、时间还是复杂度上的尺度——并非仅仅是观察的背景,而是驱动生物系统结构与功能组织的关键内在因素。系统在不同尺度下的行为,往往表现出截然不同的动力学特征和规则集,而这些规则之间的相互作用和约束,正是理解生命多样性和稳定性的基础。 第一部分:尺度的界定与生物物理基础 本书的第一部分首先建立了研究的理论框架,重点阐述了如何量化和界定生物系统中的“尺度”。 第一章:尺度作为组织原理的引入。 本章讨论了生物学系统中尺度的多重含义,包括分子尺度(纳米级)、细胞尺度(微米级)、器官尺度(毫米到米级)以及种群/生态系统尺度(公里级以上)。我们引入了“尺度分离原理”(Principle of Scale Separation),论证了在给定的尺度上,低尺度波动通常被高尺度的限制条件所平均化或抑制,从而使得高尺度结构具有一定的鲁棒性。 第二章:能量流与耗散结构下的尺度约束。 借鉴非平衡态热力学,本章分析了生命系统作为开放耗散结构,其维持自身有序性所需的能量输入和熵的产生速率。我们将探讨不同尺度下的能量转换效率极限,并展示体积、表面积比(如细胞膜与细胞核的比例)如何通过物理限制(如扩散速率)设定了特定尺度下代谢率的上限,从而间接决定了特定细胞形态或器官大小的演化范围。 第三章:信息与冗余度的尺度依赖性。 进化不仅是物质的积累,更是信息的编码和传递。本章考察了遗传信息(DNA)、表观遗传信号以及种群间交流信息在不同时间尺度上的保真度与可塑性。我们量化了信息冗余度在应对环境噪声时的尺度效应:在短时间内(小时间尺度),过度的冗余可能导致迟滞;而在长演化时间尺度上,适度的冗余则是抵抗突变漂移的关键缓冲。 第二部分:涌现现象的机制:从分子到群体 本书的第二部分将理论框架应用于具体的生物学问题,重点解析跨尺度涌现的复杂行为。 第四章:细胞骨架的自组织与组织形态的尺度效应。 细胞形态的稳定性远超单个蛋白质分子的寿命,这依赖于细胞骨架(微管、肌动蛋白)的动态平衡。本章利用反应扩散模型和非线性动力学,模拟了分子马达和支架蛋白在介导细胞形状转变中的反馈机制。我们展示了细胞膜曲率与细胞内张力如何在特定长度尺度上(例如,神经元的轴突直径)“锁定”组织的几何结构,使得宏观的组织架构得以稳定存在。 第五章:生态位构建与跨物种尺度的相互依赖性。 这一章将尺度分析扩展到群落生态学。我们提出“生态位构建的尺度层次模型”(Hierarchical Model of Niche Construction),将物种与其物理环境的交互作用分解为:微环境的局部扰动(例如,单个植物根系的土壤改造)和区域气候的宏观反馈(例如,森林覆盖对降雨模式的影响)。重点讨论了“关键介体物种”的定义,即那些其作用尺度跨越多个数量级,能够有效桥接微观生物过程与宏观环境变化的物种。 第六章:群体行为的相变与“群体智能”的尺度阈值。 针对蜜蜂的觅食决策、鱼群的同步游动等群体行为,本章运用统计物理中的相变理论。我们分析了“相互作用强度”(Interaction Strength)与“群体密度”(Density)这两个关键参数如何决定群体是表现为无序的集合还是高度协调的集体。书中的模拟结果表明,只有当相互作用范围覆盖的平均尺度超过了环境空间尺度的某一临界值时,群体才会表现出真正的、超越个体能力的“智能”涌现。 第三部分:演化的时空动力学与深层兼容性 第三部分将视角聚焦于生命历史的深层时空,探讨演化如何利用和优化尺度效应。 第七章:演化速率的时空依赖性。 传统的演化理论多假设速率恒定。本书挑战了这一观点,提出演化速率受到系统“时空刚性”(Spatio-temporal Rigidity)的显著影响。当环境变化速度与物种内部的生理适应速度(时间尺度)和基因流扩散速度(空间尺度)不匹配时,系统将进入不可逆的演化阶段或迅速灭绝。我们通过古生物学数据分析了大规模灭绝事件与尺度不匹配的潜在关联。 第八章:生命系统的稳健性与“嵌套兼容性”。 生命的成功在于其应对灾难的能力。本书提出“嵌套兼容性”(Nested Robustness)的概念,描述了生命系统如何通过在不同尺度上建立反馈回路来实现多重保障。例如,分子层面的修复机制(小尺度)与种群遗传多样性(大尺度)共同作用,使得系统在面对中等强度的扰动时,能够通过更低层级的机制快速恢复,从而保护了更高层级的结构不被破坏。 第九章:生命起源的尺度梯度:从化学到生物圈。 在结语部分,我们将尺度分析应用于生命起源问题。我们推测,生命起源并非一个单点事件,而是一个跨越巨大时间尺度的“尺度梯度”过程。这个梯度始于行星尺度的化学条件(如深海热泉的能量梯度),逐渐聚焦于更小的、能够自我复制的信息载体尺度,最终,当这些载体达到了足够的复杂度和自组织能力时,才可能实现“生命”这一宏观涌现现象。 总结与贡献 《尺度效应与生命系统的涌现》力图提供一个统一的分析框架,以理解生物学中看似分离的现象。它将为研究复杂生物系统、生态网络稳定性、以及宏观生物地理学提供一套全新的、基于普适性物理和信息原理的工具。本书对从事理论生物学、生态建模、复杂系统科学以及数学物理等领域的学者和高年级研究生具有重要的启发意义。

作者简介

Endorsements

"A landmark work. This is the first systematic summary of the mathematical theory of speciation, and Dr. Gavrilets, whose work has changed the field in recent years, is the most qualified person to have written it. There is no comparable book."—Günter Paul Wagner, Yale University

"Undoubtedly a significant contribution. The book will be valuable not only in speciation theory but beyond the theoretical realm, to empirical scientists working on speciation, to evolutionary biologists more broadly, and to mathematicians interested in the applications. The scholarship is excellent, and the logical organization is impeccable."—Roger Butlin, University of Leeds

"This is a book that has been needed for a long time, but it required someone of Sergey Gavrilets's breadth and depth of understanding of both evolutionary biology and mathematical modeling. Gavrilets has already infused evolutionary biology with highly innovative ways of thinking about the structure of natural selection and the dynamics of evolution, using novel mathematical models to probe difficult ideas. Here he analyzes past work critically and adopts a clear viewpoint of his own, complete with a rich set of models that support that viewpoint. He does so in a way that makes the ideas accessible both to empirical evolutionary researchers and applied mathematicians."—John N. Thompson, University of California, Santa Cruz

"This is the first book I have read about speciation that actually presents the topic in an objective way, rather than carrying on the fifty-year tradition of strong opinions without critical evidence. Gavrilets does a splendid job of building all of the models and discussing their implications."—John A. Endler, University of California, Santa Barbara

目录信息

Preface xiii
Mathematical symbols xv
Common abbreviations xviii
1 Introduction 1
1.1 General structure of the book 7
1.2 Some biological ideas and notions 9
1.2.1 Species definition and the nature of reproductive isolation 9
1.2.2 Geographic modes of speciation 10
1.2.3 Some speciation scenarios and patterns 14
Part I
Fitness landscapes
2 Fitness landscapes 21
2.1 Working example: one-locus, two-allele model of viability selection 22
2.2 Fitness landscape as fitness of gene combinations 25
2.3 Fitness landscape as the mean fitness of populations 30
2.4 The metaphor of fitness landscapes 33
2.4.1 Wright's rugged fitness landscapes 34
2.4.2 Fisher's single-peak fitness landscapes 36
2.4.3 Kimura's flat fitness landscapes 38
2.5 Fitness landscapes for mating pairs 40
2.6 Fitness landscapes for quantitative traits 41
2.6.1 Fitness landscape as fitness of trait combinations 41
2.6.2 Fitness landscape as the mean fitness of populations 42
2.6.3 Fitness landscapes for mating pairs 45
2.7 General comment on fitness landscapes 46
2.8 Summary 47
2.9 Conclusions 48
Box 2.1. Dynamics of allele frequencies in one-locus, multiallele population 49
Box 2.2. Hill climbing on a rugged fitness landscape 50
Box 2.3. Evolution on flat landscapes 51
3 Steps toward speciation on rugged fitness landscapes 53
3.1 Stochastic transitions between isolated fitness peaks 53
3.1.1 Fixation of an underdominant mutation 54
3.1.2 Peak shift in a quantitative character 60
3.1.3 Fixation of compensatory mutations in a two-locus haploid population 62
3.2 Some consequences of spatial subdivision and density fluctuations 66
3.2.1 Spatial subdivision 66
3.2.2 Stochastic transitions in a growing population 71
3.3 Peak shifts by selection 75
3.4 Summary 76
3.5 Conclusions 77
Box 3.1. Diffusion theory: the probability of fixation 78
Box 3.2. Diffusion theory: the time to fixation 79
Box 3.3. Diffusion theory: the duration of transition 80
4 Nearly neutral networks and holey fitness landscapes 81
4.1 Simple models 82
4.1.1 Russian roulette model in two dimensions 83
4.1.2 Russian roulette model on hypercubes 86
4.1.3 Generalized Russian roulette model 89
4.1.4 Multiplicative fitnesses 90
4.1.5 Stabilizing selection on an additive trait 91
4.1.6 Models based on the Nk-model 92
4.2 Neutral networks in RNA landscapes 95
4.3 Neutral networks in protein landscapes 97
4.4 Other evidence for nearly neutral networks 99
4.5 The metaphor of holey fitness landscapes 100
4.6 Deterministic evolution on a holey landscape 105
4.6.1 Error threshold 105
4.6.2 Genetic canalization 106
4.7 Stochastic evolution on a holey landscape 108
4.7.1 Random walks 108
4.7.2 Dynamics of haploid populations 112
4.8 Summary 113
4.9 Conclusions 114
Part II
The Bateson-Dobzhansky-Muller model
5 Speciation in the BDM model 117
5.1 The BDM model of reproductive isolation 117
5.1.1 Fitness landscapes in the BDM model 119
5.1.2 The mechanisms of reproductive isolation in the BDM model 121
5.2 Population genetics in the BDM model 124
5.2.1 Haploid population 125
5.2.2 Diploid population 128
5.3 Dynamics of speciation in the BDM model 130
5.3.1 Allopatric speciation 131
5.3.2 Parapatric speciation 137
5.4 Summary 143
5.5 Conclusions 145
Box 5.1. Hitting probability and hitting time in discrete-time Markov chains 146
Box 5.2. Genetic barrier to gene flow 147
6 Multidimensional generalizations of the BDM model 149
6.1 One- and two-locus, multiallele models 149
6.2 Multilocus models 151
6.2.1 The Walsh model 152
6.2.2 Divergent degeneration of duplicated genes 154
6.2.3 Three- and four-locus models 155
6.2.4 Accumulation of genetic incompatibilities 158
6.2.5 Allopatric speciation 174
6.2.6 Parapatric speciation 184
6.3 Summary 192
6.4 Conclusions 194
7 Spatial patterns in the BDM model 195
7.1 Individual-based models: spread of mutually incompatible neutral genes 197
7.1.1 Model 197
7.1.2 Parameters 198
7.1.3 Numerical procedure 199
7.1.4 Results 200
7.1.5 Interpretations 205
7.2 Deme-based models: spread of mutually incompatible neutral genes 207
7.2.1 Model 207
7.2.2 Parameters and dynamic characteristics 210
7.2.3 Results 211
7.2.4 Interpretations 219
7.3 Deme-based models: spread of mutually incompatible advantageous genes 221
7.4 Comment on adaptive radiation 228
7.5 Summary 228
7.6 Conclusions 230
Part III
Speciation via the joint action of disruptive natural selection and nonrandom mating
8 Maintenance of genetic variation under disruptive natural selection 233
8.1 Spatially heterogeneous selection 235
8.1.1 The Levene model 235
8.1.2 Two-locus, two-allele haploid version of the Levene model 238
8.1.3 Restricted migration between two niches 240
8.1.4 Spatial gradients in selection 242
8.1.5 Coevolutionary clines 249
8.2 Spatially uniform disruptive selection 251
8.2.1 Migration-selection balance: the Karlin-McGregor model 251
8.2.2 Migration-selection balance: the Bazykin model 252
8.3 Temporal variation in selection 254
8.4 Frequency-dependent selection in a single population 255
8.4.1 Phenomenological approach 256
8.4.2 Intraspecific competition 257
8.4.3 Spatially heterogeneous selection and competition 263
8.4.4 Adaptive dynamics approach 265
8.5 Summary 277
8.6 Conclusions 278
9 Evolution of nonrandom mating 279
9.1 A general framework for modeling nonrandom mating and fertilization 280
9.1.1 Random mating within mating pools joined preferentially 282
9.1.2 Preferential mating within mating pools joined randomly 284
9.2 Similarity-based nonrandom mating 287
9.2.1 Single locus 287
9.2.2 Multiple loci 299
9.2.3 General conclusions on similarity-based nonrandom mating 309
9.3 Matching-based nonrandom mating 309
9.3.1 Two loci 311
9.3.2 Two polygenic characters 321
9.3.3 One locus, one character 325
9.3.4 General conclusions on matching-based nonrandom mating 326
9.4 Nonrandom mating controlled by a culturally transmitted trait 327
9.5 Summary 328
9.6 Conclusions 330
10 Interaction of disruptive selection and nonrandom mating 331
10.1 Disruptive selection and similarity-based nonrandom mating 332
10.1.1 Single locus 333
10.1.2 Single quantitative character 352
10.1.3 Sympatric speciation with culturally transmitted mating preferences 356
10.2 Disruptive selection and matching-based nonrandom mating 359
10.2.1 Two loci 359
10.2.2 Two polygenic characters 364
10.3 "Magic trait" models 368
10.3.1 Single locus 369
10.3.2 Two loci: speciation by sexual conflict 370
10.3.3 Single polygenic character 374
10.3.4 Two polygenic characters: speciation by sexual selection 384
10.4 Disruptive selection and modifiers of mating 387
10.5 Summary 396
10.6 Conclusions 398
11 General conclusions 399
11.1 The structure of fitness landscapes and speciation 399
11.2 Allopatric speciation 401
11.3 Parapatric speciation 401
11.4 Sympatric speciation 403
11.5 Some speciation scenarios and patterns 406
11.6 General rules of evolutionary diversification 412
11.7 Why species? 414
11.8 Some open theoretical questions 416
11.9 Final thoughts 417
References 419
Index 457
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