Artificial neural networks can learn to estimate extinction rates from molecular phylogenies

Molecular phylogenies typically consist of only extant species, yet they allow inference of past rates of extinction, because recently originated species are less likely to be extinct than ancient species. Despite the simple structure of the assumed underlying speciation-extinction process, parametric functions to estimate extinction rates from phylogenies turned out to be complex and often difficult to derive. Moreover, these parametric functions are specific to a particular process (e.g. complete species level phylogeny with constant birth and death rates) and a particular type of data (e.g. times between bifurcations). Here, it is shown that artificial neural networks can substitute for parametric estimation functions once they have been sufficiently trained on simulated data. This technique can in principle be used for different processes and data types, and because it circumvents the time-consuming and difficult task of deriving parametric estimation functions, it may greatly extend the possibilities to make macro-evolutionary inferences from molecular phylogenies. This novel approach is explained, applied to estimate speciation and extinction rates from a molecular phylogeny of the reef fish genus Naso (Acanturidae), and its performance is compared to that of maximum likelihood estimation.     

Chromatographic analysis of the acidic and basic species of recombinant monoclonal antibodies

The existence of multiple variants with differences in either charge, molecular weight or other properties is a common feature of monoclonal antibodies. These charge variants are generally referred to as acidic or basic compared with the main species. The chemical nature of the main species is usually well-understood, but understanding the chemical nature of acidic and basic species, and the differences between all three species, is critical for process development and formulation design. Complete understanding of acidic and basic species, however, is challenging because both species are known to contain multiple modifications, and it is likely that more modifications may be discovered. This review focuses on the current understanding of the modifications that can result in the generation of acidic and basic species and their affect on antibody structure, stability and biological functions. Chromatography elution profiles and several critical aspects regarding fraction collection and sample preparations necessary for detailed characterization are also discussed.     

Chromatographic analysis of the acidic and basic species of recombinant monoclonal antibodies

The existence of multiple variants with differences in either charge, molecular weight or other properties is a common feature of monoclonal antibodies. These charge variants are generally referred to as acidic or basic compared with the main species. The chemical nature of the main species is usually well-understood, but understanding the chemical nature of acidic and basic species, and the differences between all three species, is critical for process development and formulation design. Complete understanding of acidic and basic species, however, is challenging because both species are known to contain multiple modifications, and it is likely that more modifications may be discovered. This review focuses on the current understanding of the modifications that can result in the generation of acidic and basic species and their affect on antibody structure, stability and biological functions. Chromatography elution profiles and several critical aspects regarding fraction collection and sample preparations necessary for detailed characterization are also discussed.     

A Novel Technique for Identifying the Instar of Field-Collected Insect Larvae

Many field studies of insects have focused on the adult stage alone, likely because immature stages are unknown in most insect species. Molecular species identification (e.g., DNA barcoding) has helped ascertain the immature stages of many insects, but larval developmental stages (instars) cannot be identified. The identification of the growth stages of collected individuals is indispensable from both ecological and taxonomic perspectives. Using a larval–adult body size relationship across species, I present a novel technique for identifying the instar of field-collected insect larvae that are identified by molecular species identification technique. This method is based on the assumption that classification functions derived from discriminant analyses, performed with larval instar as a response variable and adult and larval body sizes as explanatory variables, can be used to determine the instar of a given larval specimen that was not included in the original data set, even at the species level. This size relationship has been demonstrated in larval instars for many insects (Dyar’s rule), but no attempt has been made to include the adult stage. Analysis of a test data set derived from the beetle family Carabidae (Coleoptera) showed that classification functions obtained from data sets derived from related species had a correct classification rate of 81–100%. Given that no reliable method has been established to identify the instar of field-collected insect larvae, these values may have sufficient accuracy as an analytical method for field-collected samples. The chief advantage of this technique is that the instar can be identified even when only one specimen is available per species if classification functions are determined for groups to which the focal species belongs. Similar classification functions should be created for other insect groups. By using those functions together with molecular species identification, future studies could include larval stages as well as adults.     

Rediscovery of known natural compounds: nuisance or goldmine?

Do all natural compounds have a distinct biological activity, or are most of them merely biosynthetic debris? Many natural compounds have important biological functions, and certainly many more of the ample 200,000 currently known will ultimately prove to be more than just 'secondary metabolites'. The question is how to select the most promising candidates for potential new drugs. 'Rediscovery' of known natural compounds is regarded as a nuisance or disappointment by scientists involved with the identification of novel compounds. The other side of the coin, however, is that the discovery that a particular compound occurs in unrelated species can be a valuable clue toward the identification of a novel receptor or enzyme. Here, we put forward the hypothesis that when a natural compound occurs in unrelated species, it must have an important biological function by interacting with a specific molecular target. This is because it is extremely improbable that in nature one particular compound is synthesized in totally unrelated species for no reason at all. For many compounds occurring in unrelated species, it is already known that they act on specific molecular targets. For others, it is just known that they occur in different species. In some cases, biological activities are known but not the underlying mechanisms of action. It is from this category of compounds that important discoveries are likely to be made. Some (around 70) of them were identified. They represent important clues from nature offering an alternative approach to the classical screening of large numbers of compounds.     

Mechanisms and function of flower and inflorescence reversion

Flower and inflorescence reversion involve a switch from floral development back to vegetative development, thus rendering flowering a phase in an ongoing growth pattern rather than a terminal act of the meristem. Although it can be considered an unusual event, reversion raises questions about the nature and function of flowering. It is linked to environmental conditions and is most often a response to conditions opposite to those that induce flowering. Research on molecular genetic mechanisms underlying plant development over the last 15 years has pinpointed some of the key genes involved in the transition to flowering and flower development. Such investigations have also uncovered mutations which reduce floral maintenance or alter the balance between vegetative and floral features of the plant. How this information contributes to an understanding of floral reversion is assessed here. One issue that arises is whether floral commitment (defined as the ability to continue flowering when inductive conditions no longer exist) is a developmental switch affecting the whole plant or is a mechanism which assigns autonomy to individual meristems. A related question is whether floral or vegetative development is the underlying default pathway of the plant. This review begins by considering how studies of flowering in Arabidopsis thaliana have aided understanding of mechanisms of floral maintenance. Arabidopsis has not been found to revert to leaf production in any of the conditions or genetic backgrounds analysed to date. A clear-cut reversion to leaf production has, however, been described in Impatiens balsamina. It is proposed that a single gene controls whether Impatiens reverts or can maintain flowering when inductive conditions are removed, and it is inferred that this gene functions to control the synthesis or transport of a leaf-generated signal. But it is also argued that the susceptibility of Impatiens to reversion is a consequence of the meristem-based mechanisms controlling development of the flower in this species. Thus, in Impatiens, a leaf-derived signal is critical for completion of flowering and can be considered to be the basis of a plant-wide floral commitment that is achieved without accompanying meristem autonomy. The evidence, derived from in vitro and other studies, that similar mechanisms operate in other species is assessed. It is concluded that most species (including Arabidopsis) are less prone to reversion because signals from the leaf are less ephemeral, and the pathways driving flower development have a high level of redundancy that generates meristem autonomy even when leaf-derived signals are weak. This gives stability to the flowering process, even where its initiation is dependent on environmental cues. On this interpretation, Impatiens reversion appears as an anomaly resulting from an unusual combination of leaf signalling and meristem regulation. Nevertheless, it is shown that the ability to revert can serve a function in the life history strategy (perenniality) or reproductive habit (pseudovivipary) of many plants. In these instances reversion has been assimilated into regular plant development and plays a crucial role there.     

昆虫耐寒性研究

昆虫是变温动物,气候变化是造成种群季节消长的基本原因之一。尤其在不良的低温环境中,昆虫耐寒力的高低是其种群存在与发展的种要前提,昆虫对低温的适应能力及其机理也因而成为昆虫生态学和生物进化研究中的一个深受重视的问题,本文论述了与耐寒性直接相关的过冷却点昆虫的抗寒对策,明确了昆虫耐寒性的一些基本概念,一方面从环境影响昆虫的角度对耐寒性的一般规律,如季节性变化,地理变异快速冷驯化的作用等做了简要的概念括,另一方面阐述了昆虫适应环境的生理生化机制,包括低分子量的抗冻物质的产生,冰核剂的作用及抗冻蛋白的功能等做了简要的概括,另一方面简单述了昆虫适应环境的生理生化机制,包括低分子量的抗冻物质的产生,冰核剂的作用及抗冻蛋白的功能等。强调昆虫与环境相互作用过程中的生态生理适应,并指出昆虫耐寒性应当与生活史中别的因素联系起来,这样才能对耐寒性有一个更加全面的理解。     

The molecular biology of brain and mind development

The recent dramatic development of molecular neurobiology has focused almost entirely on biological events in individual brain cells, and it seems that many of the goals of such work will soon be attained. Yet, when we attain those goals, we will still have to ask how this information will enable us to understand the properties of brain cell collectivities and their presumptive roles in higher brain functions. Even general ideas about those functions are not yet well defined. Therefore, it seems worthwhile to start studying correlations of the molecular events to these higher functions to help delineate the molecular aspects that need study. It is readily appreciated that we cannot tell what other animal species see, hear, taste, smell and feel when touching something, though we can foresee the time when we will be able to detail the biochemical and biophysical consequences of all inputs to those senses. Thus, however deep our understanding of the biology of those species, we are unable to establish relations between their biological responses to inputs and their presumptive mental perceptions. Even though humans can use language to talk about those perceptions, we cannot even verify whether someone else's perceptions are the same as our own, as with the old question of whether two individuals see the same thing when viewing something blue. Questions about still higher mental functions of human brains are even less accessible to analysis and can be approached at best, by using correlations. In this article are a number of such questions and their current correlation-level answers.     

Applications of congenic strains in the mouse

The sequencing of the human and the mouse genomes has shown that the chromosomes of these two species contain approximately 30,000 genes. The biological systems that can be studied in an individual or in a tissue result from complex interactions within this multitude of genes. Before describing these interactions, it is necessary to understand the function of each gene. In the mouse, congenic strains are developed to introduce a chromosomal segment in a given inbred genetic background. One can then compare the biological effects of different alleles at the same locus in the same genetic background or the effect of a given allele in different genetic backgrounds. One can also introduce into different congenic strains with the same genetic background genes which control a complex genetic trait, then combine these genes by appropriate crosses to study their interactions. Although the chromosomal segment transferred into a congenic strain usually contains up to several hundreds of genes, molecular markers can be used to reduce this number as well as the number of crosses required for the development of congenic strains.     

Fibrillins can co-assemble in fibrils,but fibrillin fibril composition displays cell-specific differences

Fibrillins are microfibril-forming extracellular matrix macromolecules that modulate skeletal development. In humans, mutations in fibrillins result in long bone overgrowth as well as other distinct phenotypes. Whether fibrillins form independent microfibrillar networks or can co-polymerize, forming a single microfibril, is not known. However, this knowledge is required to determine whether phenotypes arise because of loss of singular or composite functions of fibrillins. Immunolocalization experiments using tissues and de novo matrices elaborated by cultured cells demonstrated that both fibrillins can be present in the same individual microfibril in certain tissues and that both fibrillins can co-polymerize in fibroblast cultures. These studies suggest that the molecular information directing fibrillin fibril formation may be similar in both fibrillins. Furthermore, these studies provide a molecular basis for compensation of one fibrillin by the other during fetal life. In postnatal tissues, fibrillin-2 antibodies demonstrated exuberant staining in only one location: peripheral nerves. This surprising finding implicates distinct functions for fibrillin-2 in peripheral nerves, because a unique feature in humans and in mice mutant for fibrillin-2 is joint contractures that resolve over time.     

Coalescent methods for estimating phylogenetic trees

We review recent models to estimate phylogenetic trees under the multispecies coalescent. Although the distinction between gene trees and species trees has come to the fore of phylogenetics, only recently have methods been developed that explicitly estimate species trees. Of the several factors that can cause gene tree heterogeneity and discordance with the species tree, deep coalescence due to random genetic drift in branches of the species tree has been modeled most thoroughly. Bayesian approaches to estimating species trees utilizes two likelihood functions, one of which has been widely used in traditional phylogenetics and involves the model of nucleotide substitution, and the second of which is less familiar to phylogeneticists and involves the probability distribution of gene trees given a species tree. Other recent parametric and nonparametric methods for estimating species trees involve parsimony criteria, summary statistics, supertree and consensus methods. Species tree approaches are an appropriate goal for systematics, appear to work well in some cases where concatenation can be misleading, and suggest that sampling many independent loci will be paramount. Such methods can also be challenging to implement because of the complexity of the models and computational time. In addition, further elaboration of the simplest of coalescent models will be required to incorporate commonly known issues such as deviation from the molecular clock, gene flow and other genetic forces.     

Changes in binding of hydrogen ions in enzyme-catalyzed reactions

Most enzyme-catalyzed reactions produce or consume hydrogen ions, and this is expressed by the change in the binding of hydrogen ions in the biochemical reaction, as written in terms of reactants (sums of species). This property of a biochemical reaction is important because it determines the change in the apparent equilibrium constant K' with pH. This property is also important because it is the number of moles of hydrogen ions that can be produced by a biochemical reaction for passage through a membrane, or can be accepted from a transfer through a membrane. There are two ways to calculate the change in binding of hydrogen ions for an enzyme-catalyzed reaction. The first, which has been used for a long time, involves calculating the partial derivative of the standard transformed Gibbs energy of reaction with respect to pH. The second involves calculating the average numbers of hydrogen ions in each reactant and adding and subtracting these average numbers. The changes in binding of hydrogen ions calculated by the second method at pHs 5, 6, 7, 8, and 9 are given for 23 enzyme-catalyzed reactions. Values are given for 206 more reactions on the web. This database can be extended to include more reactions for which pKs of reactants are known or can be estimated.     

Ruthless reductionism and social cognition

Social cognition appears to present phenomena that "ruthlessly reductive" molecular and cellular neuroscience cannot fruitfully investigate or explain. This is because the causes of such phenomena are distal and external not only to the molecular machinery of individual neurons, but to individual brains. However, the "reductionist's epiphany" insists that to the extent that we understand the specific molecular mechanisms that underlie phenomena upon which most or all social cognition depends, we can be sure that molecular mechanisms for the broader phenomena can be found using standard experimental methods from molecular and cellular cognition. Furthermore, social recognition memory consolidation is required for virtually all types of social cognition, and its specific molecular mechanisms have now been uncovered experimentally. These same molecular mechanisms obtain across a wide variety of divergent species (from invertebrates to vertebrates). Thus we can expect to find the molecular mechanisms of the broader social cognitive functions that must "plug into" these specific molecular mechanisms, despite these functions' typically distal, external initial causes. This conclusion rests on explicit scientific facts, not just on some vague philosophical commitment to physicalism about mind.     

Evolutionary ecology of periodical insects

To be periodical, a species must have a fixed life cycle length and adults must appear synchronously, reproduce only once, and die. The consequence of this life history is that, at a given location, adults of a periodical species will be absent or rare in some years and abundant in others. The relative scarcity of periodical Insect species suggests that periodicity does not evolve easily. The major obstacle to its evolution is selection favoring life cycles In which the offspring of any given female appear over a two- or three-year period. Chance events which disrupt this 'bet-hedging' strategy set the stage for periodicity. Mathematical models predict that, given certain initial conditions, intraspecific competition and predation favor its development. Recent studies suggest that periodicity is rarely perfect but that it can persist in the face of limited gene flow through time.     

Correcting iron deficiencies in annual and perennial plants: Present technologies and future prospects

Correction of Fe chlorosis is done mainly by foliar sprays because soil applications generally are ineffective, especially for annual crops. Inorganic Fe sources applied to soils react rapidly to forms which are not as available to plants; ferrous Fe is oxidized to the ferric form in well-aerated soils, especially as soil pH increases. Several synthetic chelates and organic complexes have been used with varying success, depending upon Fe source and rate, application method, plant species, and weather and soil conditions. Use of Fe-efficient cultivars is one method of counteracting Fe deficiencies in some species. Future prospects for improving control of Fe chlorosis lie more with development of Fe-efficient cultivars of Fe-sensitive species than with development of improved Fe fertilizers and methods of application. The techniques of molecular biology should be applicable to help solve this important plant nutrition problem, but priority has not been given to conduct this research at this time.     

丛枝菌根真菌最新分类系统与物种多样性研究概况

丛枝菌根真菌(arbuscular mycorrhizal fungi,AMF)是自然界分布最广泛的一类植物共生真菌,能够与大部分高等植物的根系形成共生关系.由于它们在农林、环境等领域的巨大应用潜力,国内外关于AMF物种多样性的研究一直受到较高的关注.然而,AMF专性共生的特征以及研究方法不够理想等因素长期阻碍了AMF物种多样性的研究进展.近年来,研究方法的改进与新技术的应用为AMF物种多样性的研究提供了极好的机遇.简述了AMF的最新分类系统及全球物种数量、AMF物种多样性影响因素以及AMF物种多样性研究方法三个方面的研究进展,并分析了今后在AMF物种多样性相关领域值得关注的研究方向.     

Species specificity of the complement inhibitor compstatin investigated by all‐atom molecular dynamics simulations

The development of compounds to regulate the activation of the complement system in non‐primate species is of profound interest because it can provide models for human diseases. The peptide compstatin inhibits protein C3 in primate mammals and is a potential therapeutic agent against unregulated activation of complement in humans but is inactive against nonprimate species. Here, we elucidate this species specificity of compstatin by molecular dynamics simulations of complexes between the most potent natural compstatin analog and human or rat C3. The results are compared against an experimental conformation of the human complex, determined recently by X‐ray diffraction at 2.4‐Å resolution. The human complex simulations provide information on the relative contributions to stability of specific C3 and compstatin residues. In the rat simulations, the protein undergoes reproducible conformational changes, which eliminate or weaken specific interactions and reduce the complex stability. The simulation insights can be used to design improved compstatin‐based inhibitors for human C3 and active inhibitors against lower mammals. Proteins 2010. © 2010 Wiley‐Liss, Inc.     

Molecular phylogenetic evidence for a reversible morphogenetic switch controlling the gross morphology of two common genera of green seaweeds, Ulva and Enteromorpha.

Ulva and Enteromorpha are two of the most common, ubiquitous, and environmentally important genera of green seaweeds. They are widely regarded as easily distinguishable because of their dramatically different morphologies: Ulva species are flat, lettucelike blades two cell layers thick, and Enteromorpha species form hollow liquid- or gas-filled tubes one cell thick, which may also be highly branched. We present molecular phylogenetic analyses of nuclear ribosomal RNA ITS sequences from 39 samples representing 21 purported species within these two genera. The results clearly indicate that the two genera are not respectively monophyletic and that the characteristic Ulva and Enteromorpha morphologies have arisen independently several times throughout the evolutionary diversification of the group. The analyses demonstrate that this radical change in gross morphology can also happen within clades exhibiting sequence divergence typical of conspecific assemblages of this group. We suggest that this morphological flexibility is the result of some form of developmental switch that results in either blades or tubes, but that this putative switch must be activated relatively infrequently, since there is evidence that some lineages have retained their form for significant periods. This discovery suggests a possible new model system for study of the molecular mechanisms involved in the interplay between environmental stimuli and plant development.