Methods for and results from the study of design principles in molecular systems

Most aspects of molecular biology can be understood in terms of biological design principles. These principles can be loosely defined as qualitative and quantitative features that emerge in evolution and recur more frequently than one would expect by chance alone in biological systems that perform a given type of process or function. Furthermore, such recurrence can be rationalized in terms of the functional advantage that the design provides to the system when compared with possible alternatives. This paper focuses on those design features that can be related to improved functional effectiveness of molecular and regulatory networks. We begin by reviewing assumptions and methods that underlie the study of such principles in molecular networks. We follow by discussing many of the design principles that have been found in genetic, metabolic, and signal transduction circuits. We concentrate mainly on results in the context of Biochemical Systems Theory, although we also briefly discuss other work. We conclude by discussing the importance of these principles for both, understanding the natural evolution of complex networks at the molecular level and for creating artificial biological systems with specific features.     

Linear Motif-Mediated Interactions Have Contributed to the Evolution of Modularity in Complex Protein Interaction Networks

The modular architecture of protein-protein interaction (PPI) networks is evident in diverse species with a wide range of complexity. However, the molecular components that lead to the evolution of modularity in PPI networks have not been clearly identified. Here, we show that weak domain-linear motif interactions (DLIs) are more likely to connect different biological modules than strong domain-domain interactions (DDIs). This molecular division of labor is essential for the evolution of modularity in the complex PPI networks of diverse eukaryotic species. In particular, DLIs may compensate for the reduction in module boundaries that originate from increased connections between different modules in complex PPI networks. In addition, we show that the identification of biological modules can be greatly improved by including molecular characteristics of protein interactions. Our findings suggest that transient interactions have played a unique role in shaping the architecture and modularity of biological networks over the course of evolution.     

Environmental Adaptation from the Origin of Life to the Last Universal Common Ancestor

Extensive fundamental molecular and biological evolution took place between the prebiotic origins of life and the state of the Last Universal Common Ancestor (LUCA). Considering the evolutionary innovations between these two endpoints from the perspective of environmental adaptation, we explore the hypothesis that LUCA was temporally, spatially, and environmentally distinct from life’s earliest origins in an RNA world. Using this lens, we interpret several molecular biological features as indicating an environmental transition between a cold, radiation-shielded origin of life and a mesophilic, surface-dwelling LUCA. Cellularity provides motility and permits Darwinian evolution by connecting genetic material and its products, and thus establishing heredity and lineage. Considering the importance of compartmentalization and motility, we propose that the early emergence of cellularity is required for environmental dispersal and diversification during these transitions. Early diversification and the emergence of ecology before LUCA could be an important pre-adaptation for life’s persistence on a changing planet.     

The effect of demographic population factors and individual biological parameters on the rate of the neutral molecular evolution

The dependence of the rate of neutral molecular evolution on both biological parameters and demographic population factors has been investigated. Real genetic data and an individual-based model of the population dynamics were used for the study. The first part of the study deals with tracing the neutral molecular evolution occurring in the model concurrently with adaptive speciation. The second part concerns the effect of individual biological parameters and demographic population factors of members of the Order Testudines (Turtles) on the relative rate of evolution of the mitochondrial CytB gene. It has been shown that demographic population factors and individual biological parameters affect the rate of the neutral molecular evolution.     

Understanding phylogenetic incongruence: lessons from phyllostomid bats

All characters and trait systems in an organism share a common evolutionary history that can be estimated using phylogenetic methods. However, differential rates of change and the evolutionary mechanisms driving those rates result in pervasive phylogenetic conflict. These drivers need to be uncovered because mismatches between evolutionary processes and phylogenetic models can lead to high confidence in incorrect hypotheses. Incongruence between phylogenies derived from morphological versus molecular analyses, and between trees based on different subsets of molecular sequences has become pervasive as datasets have expanded rapidly in both characters and species. For more than a decade, evolutionary relationships among members of the New World bat family Phyllostomidae inferred from morphological and molecular data have been in conflict. Here, we develop and apply methods to minimize systematic biases, uncover the biological mechanisms underlying phylogenetic conflict, and outline data requirements for future phylogenomic and morphological data collection. We introduce new morphological data for phyllostomids and outgroups and expand previous molecular analyses to eliminate methodological sources of phylogenetic conflict such as taxonomic sampling, sparse character sampling, or use of different algorithms to estimate the phylogeny. We also evaluate the impact of biological sources of conflict: saturation in morphological changes and molecular substitutions, and other processes that result in incongruent trees, including convergent morphological and molecular evolution. Methodological sources of incongruence play some role in generating phylogenetic conflict, and are relatively easy to eliminate by matching taxa, collecting more characters, and applying the same algorithms to optimize phylogeny. The evolutionary patterns uncovered are consistent with multiple biological sources of conflict, including saturation in morphological and molecular changes, adaptive morphological convergence among nectar‐feeding lineages, and incongruent gene trees. Applying methods to account for nucleotide sequence saturation reduces, but does not completely eliminate, phylogenetic conflict. We ruled out paralogy, lateral gene transfer, and poor taxon sampling and outgroup choices among the processes leading to incongruent gene trees in phyllostomid bats. Uncovering and countering the possible effects of introgression and lineage sorting of ancestral polymorphism on gene trees will require great leaps in genomic and allelic sequencing in this species‐rich mammalian family. We also found evidence for adaptive molecular evolution leading to convergence in mitochondrial proteins among nectar‐feeding lineages. In conclusion, the biological processes that generate phylogenetic conflict are ubiquitous, and overcoming incongruence requires better models and more data than have been collected even in well‐studied organisms such as phyllostomid bats.     

蛇毒神经毒素类似物的免疫学分析

选取眼镜蛇蛇毒和银环蛇蛇毒中 1 0个差异较大的神经毒素类似物 ,通过麦芽糖融合表达系统使它们在大肠杆菌中得到高效可溶性表达 .通过 Amylose- Sepharose6B亲和树脂纯化这些融合蛋白 .分别制备这 1 0种融合蛋白多克隆抗体 .同时将这 1 0种神经毒素类似物进行硫氧还蛋白融合表达 ,表达产物基本上都是包涵体 .以硫氧还蛋白融合表达产物为抗原和上述 1 0种神经毒素类似物抗血清进行 Western blotting.结果显示 ,大多数神经毒素类似物之间没有免疫交叉反应 ,表明这些神经毒素类似物的抗原性差别较大 ,可能存在不同的分类和进化     

Effect of demographic population factors and individual biological parameters on the rate of neutral molecular evolution

The dependence of the rate of neutral molecular evolution on biological parameters and demographic population factors was studied based on actual genetic information as an example and using the individual-oriented model of population dynamics. The first part of the study deals with tracing the neutral evolution occurring in the model concurrently with adaptive speciation. The second part concerns the effect of individual biological parameters and demographic population factors of members of the order Testudines (turtles) on the relative evolution rate of the mitochondrial CytB gene. Demographic population factors and individual biological parameters are shown to affect the rate of molecular evolution.     

Timing primate evolution: Lessons from the discordance between molecular and paleontological estimates

The molecular clock has become an increasingly important tool in evolutionary biology and biological anthropology. Nevertheless, a source of contention with respect to this method is the frequent discordance with fossil‐based estimates of divergence times. The primate radiation is a case in point: Numerous studies have dated the major primate nodes (reviewed in Steiper and Young, 1 , 2 ) and there are many instances where molecular and fossil‐based estimates of divergence times differ (Fig. 1). Some investigators have recently focused on phenomena such as stratigraphic dating, the stochastic nature of molecular time estimates, and other sources as potential biases in molecular clock estimates. 3 , 4 In this paper we do not focus on accuracy or statistical error; rather, we argue that discordance is a predictable phenomenon that provides valuable information about the tempo and mode of primate molecular and morphological evolution. Using this perspective, we reexamine the principal theoretical and methodological factors that lead to discordance between molecular and fossil estimates of the origins of taxa and discuss how a better understanding of these factors can help to improve our understanding of primate evolution.     

How does oxygen rise drive evolution? Clues from oxygen-dependent biosynthesis of nuclear receptor ligands

It is well known that oxygen rise greatly facilitated biological evolution. However, the underlying mechanisms remain elusive. Recently, Raymond and Segrè revealed that molecular oxygen allows 1000 more metabolic reactions than can occur in anoxic conditions. From the novel metabolites produced in aerobic metabolism, we serendipitously found that some of the metabolites are signaling molecules that target nuclear receptors. Since nuclear signaling systems are indispensable to superior organisms, we speculated that aerobic metabolism may facilitate biological evolution through promoting the establishment of nuclear signaling systems. This hypothesis is validated by the observation that most (97.5%) nuclear receptor ligands are produced by aerobic metabolism, which is further explained in terms of the chemical criteria (appropriate volume and rather high hydrophobicity) of nuclear receptor ligands that aerobic metabolites are more ready than anaerobic counterparts to satisfy these criteria.     

RAPD技术和DNA序列在蝗虫分子系统学研究中的应用

目前常用的蝗虫分类系统都是基于形态学建立起来的,但由于其主观性较强,不同的专家有不同的观点,因此争议较大。DNA序列中含有丰富的生物学信息,记载了生物进化的历史。根据DNA序列中的生物学信息研究蝗虫的系统发育,可为建立理想的蝗虫分类系统提供充足的分子证据。本文综述了RAPD与DNA序列技术在蝗虫分子系统学研究中的应用进展,并对二者在分子系统学研究中存在的问题做了简单介绍。     

Removing ambiguity from the biological species concept

The biological species concept (BSC) is a common way to define species although it is ambiguous even when strictly applied. I interpret it here syntactically in four different ways and show that one of them is more suitable than previously thought. The first interpretation (fully restricted) produces discrete, non-overlapping biological species with the inconvenience of being inapplicable when there is gradual evolution of reproductive isolation. The second (cohesion relaxed) and fourth (fully relaxed) interpretation are overly unrestricted to be useful. The third interpretation (isolation relaxed) overcomes the problem of gradual evolution of reproductive isolation at the cost of recognizing non-discrete, overlapping biological species. That is, some populations are members of more than one species. Non-discreteness, however, removes hand-waving in infamous difficulties of the BSC such as those with ring species, phyletic species, and syngameons. Moreover, it lets the BSC deal with introgression with no appeal to subjectivity. Therefore, precision in terms underlying the BSC provides an objective and still natural alternative to deal with gradual evolution of reproductive isolation.     

Recent approaches in the analysis of weightlessness effects on arthropod development

The concept of Biological Development refers to the extremely complex process by which every biological organism reproduces starting from a huge single cell, the fertilized egg. It includes all aspects of cellular and intercellular structure and function. In spite of many recent advances, especially at the molecular and genetical level, we are still far from fully understanding the details and mechanisms at work in developmental systems. It is even unclear what physical mechanisms are used by the different molecular components resulting in the emergence of these higher levels of organization. Newman and Comper, have extensively discussed the "generic" physical forces potentially involved in pattern formation, arguing that among others, gravitational effects could be involved in the production of cytoplasmic, tissue and extracellular matrix components rearrangements playing a role in morphogenesis. Although plagued with the problem of being a very weak force, specially at the tiny dimensions of cells, gravity is one of the "generic" physical forces that have been continuously operating on biological organisms during evolution. Few scientists would argue against the idea that at least in the early times of evolution, gravity could have been involved in shaping the spatial inhomogeneities behind the initial phases of development.     

Directed evolution of beta-galactosidase from Escherichia coli into beta-glucuronidase

In vitro directed evolution through DNA shuffling is a powerful molecular tool for creation of new biological phenotypes. E. coli beta-galactosidase and beta-glucuronidase are widely used, and their biological function, catalytic mechanism, and molecular structures are well characterized. We applied an in vitro directed evolution strategy through DNA shuffling and obtained five mutants named YG6764, YG6768, YG6769, YG6770 and YG6771 after two rounds of DNA shuffling and screening, which exhibited more beta-glucuronidase activity than wild-type beta-galactosidase. These variants had mutations at fourteen nucleic acid sites, resulting in changes in ten amino acids: S193N, T266A, Q267R, V411A, D448G, G466A, L527I, M543I, Q626R and Q951R. We expressed and purified those mutant proteins. Compared to the wild-type protein, five mutant proteins exhibited high beta-glucuronidase activity. The comparison of molecular models of the mutated and wildtype enzymes revealed the relationship between protein function and structural modification.     

Proteomic and peptidomic characterization of the venom from the Chinese bird spider, Ornithoctonus huwena Wang

The bird spider Ornithoctonus huwena Wang is a very venomous spider in China. Several compounds with different types of biological activities have been identified previously from the venom of this spider. In this study, we have performed a proteomic and peptidomic analysis of the venom. The venom was preseparated into two parts: the venom proteins with molecular weight (MW) higher than 10,000 and the venom peptides with MW lower than 10 000. Using one-dimensional gel electrophoresis (1-DE), two-dimensional gel electrophoresis (2-DE), and mass spectrometry, 90 proteins were identified, including some important enzymes, binding proteins, and some proteins with significant biological functions. For venom peptides, a combination of cation-exchange and reversed-phase chromatography was employed. More than 100 components were detected by mass spectrometry, and 47 peptides were sequenced by Edman degradation. The peptides display structural and pharmacological diversity and share little sequence similarity with peptides from other animal venoms, which indicates the venom of O. huwena Wang is unique. The venom peptides can be classified into several superfamilies. Also it is revealed that gene duplication and focal hypermutation have taken place during the evolution of the spider toxins.     

New insights into molecular evolution: prospects from the Barcode of Life Initiative (BOLI)

Geographic and temporal patterns of morphological and behavioral diversifications among species stimulated Darwin to propose a mechanism for evolutionary change through natural selection. Scientific developments have revealed an even more fundamental level of biological complexity: sequence variation in DNA. While genome projects yield spectacular insights into molecular evolution, they have targeted only a few species. In contrast, the Barcode of Life Initiative (BOLI) proposes a horizontal approach to genomics, examining short, standardized genome segments across the sweep of eukaryotic life, all 10 million species. BOLI will extend our understanding of evolution and speciation in varied ways. It will facilitate quantification of biological diversity by disclosing cryptic species and enabling a rapid survey of taxon diversity in groups that have hitherto received scant morphological examination. It will facilitate assignment of life history stages to known species and provide a first estimate of species ages. It will also reveal key features of the mitochondrial genome, because the evolutionary properties of barcodes relate to those in the mitochondrial genome as a whole, acting to flag taxonomic groups or species with unusual nucleotide composition or evolutionary rates. The growing volume of barcode records has revealed that sequence variability within species is generally much lower than divergence among species (barcoding gap), a pattern that occurs in diverse lineages, suggesting a pervasive evolutionary process. Low variability may reflect recurrent selective sweeps of favored mitochondrial variants propagating as single linkage units across species. If this hypothesis is substantiated, the implications are significant, particularly for our understanding of molecular evolution of mitochondrial DNA and its relationship with species delineation.     

The mutation buffering concept of biomolecular structure

Redundant elements in proteins and nucleic acids serve to buffer the effect of point mutations on features of conformation critical for function. Mutation buffering associated with mechanistically redundant amino acids facilitates the evolution of proteins. Such redundant amino acids accumulate by hitch-hiking along with the evolutionary advances which they facilitate. Redundancies in DNA (such as introns and repetitive DNA) prevent extraneous sequence dependent conformational effects from interfering with readout. They also facilitate regulatory evolution. According to the mutation buffering concept biological organizations are selected to facilitate evolution. As a consequence biological information processing is very different from information processing in man-made computers. The link between molecular conformation, evolutionary processes, and information processing is formulated in terms of a tradeoff principle. By utilizing mutation buffering biological systems sacrifice programmability; by achieving programmability digital computers make mutation buffering computationally expensive and hence sacrifice evolutionary adaptability.     

分子进化研究中的一些问题

本文在强调生物系统的层次结构和非线性特征的基础上,就分子进化研究中存在的某些认识上的和方法学上的问题,提出了作者的观点和简要分析。     

A role for convergent evolution in the secretory life of cells

The role of convergent evolution in biological adaptation is increasingly appreciated. Many clear examples have been described at the level of individual proteins and for organismal morphology, and convergent mechanisms have even been invoked to account for similar community structures that are shared between ecosystems. At the cellular level, an important area that has received scant attention is the potential influence of convergent evolution on complex subcellular features, such as organelles. Here, we show that existing data strongly argue that convergent evolution underlies the similar properties of specialized secretory vesicles, called dense core granules, in the animal and ciliate lineages. We discuss both the criteria for judging convergent evolution and the contribution that such evolutionary analysis can make to improve our understanding of processes in cell biology. The elucidation of these underlying evolutionary relationships is vital because cellular structures that are assumed to be analogous, owing to shared features, might in fact be governed by different molecular mechanisms.     

Energy and the rate of evolution: inferences from plant rDNA substitution rates in the western Pacific

In this study, we compare rDNA substitution rates for a group of closely related plant species in the western Pacific that exist in different biomes. The results of this comparison indicate higher rates of substitution for species living in habitats with greater biologically available energy. We interpret that finding as potentially important in understanding evolution because of its implication that substitution rate may be a function of biologically available energy and its correlate, productivity. The relevance of this research is twofold. First, contrasting closely related species across different biomes allows for a comparison between rates of molecular evolution across different energetic/productivity regimes while controlling for phylogenetically influenced variation. Second, the research indicates some of the design parameters for future studies that are required to explore the importance of this relationship among different groups of related organisms. If higher rates of molecular evolution where there is greater available energy are found to be widespread this might bring an additional dimension to the understanding of macroevolutionary pattern and process.