Identifying DNA splice sites using hypernetworks with artificial molecular evolution

Identifying DNA splice sites is a main task of gene hunting. We introduce the hyper-network architecture as a novel method for finding DNA splice sites. The hypernetwork architecture is a biologically inspired information processing system composed of networks of molecules forming cells, and a number of cells forming a tissue or organism. Its learning is based on molecular evolution. DNA examples taken from GenBank were translated into binary strings and fed into a hypernetwork for training. We performed experiments to explore the generalization performance of hypernetwork learning in this data set by two-fold cross validation. The hypernetwork generalization performance was comparable to well known classification algorithms. With the best hypernetwork obtained, including local information and heuristic rules, we built a system (HyperExon) to obtain splice site candidates. The HyperExon system outperformed leading splice recognition systems in the list of sequences tested.     

The Hydra model - a model for what?

The introductory personal remarks refer to my motivations for choosing research projects, and for moving from physics to molecular biology and then to development, with Hydra as a model system. Historically, Trembley's discovery of Hydra regeneration in 1744 was the beginning of developmental biology as we understand it, with passionate debates about preformation versus de novo generation, mechanisms versus organisms. In fact, seemingly conflicting bottom-up and top-down concepts are both required in combination to understand development. In modern terms, this means analysing the molecules involved, as well as searching for physical principles underlying development within systems of molecules, cells and tissues. During the last decade, molecular biology has provided surprising and impressive evidence that the same types of molecules and molecular systems are involved in pattern formation in a wide range of organisms, including coelenterates like Hydra, and thus appear to have been "invented" early in evolution. Likewise, the features of certain systems, especially those of developmental regulation, are found in many different organisms. This includes the generation of spatial structures by the interplay of self-enhancing activation and "lateral" inhibitory effects of wider range, which is a main topic of my essay. Hydra regeneration is a particularly clear model for the formation of defined patterns within initially near-uniform tissues. In conclusion, this essay emphasizes the analysis of development in terms of physical laws, including the application of mathematics, and insists that Hydra was, and will continue to be, a rewarding model for understanding general features of embryogenesis and regeneration.     

蛋白质酶功能分析和预测方法的进展和前瞻

蛋白质酶是生物体内最重要的生物分子之一。对酶的功能进行系统研究具有重要的科学研究价值和工业应用意义,近年来,以计算机技术为基础的酶功能预测的方法不断发展与完善。基于此背景,本文总结了基于计算方法的酶功能分析与预测的主要方法,包括酶结合位点、分子对接、动力学模拟以及分子设计等内容。同时,本文也对相应的发展趋势进行讨论和展望。     

A membrane component of the endoplasmic reticulum that may be essential for protein translocation.

We have purified a glycosylated, membrane-spanning protein of relative molecular mass approximately 34,000 (Mr approximately 34 K) from canine microsomes that appears to be essential for protein translocation across the endoplasmic reticulum (ER) as shown by the inhibitory action of antibodies directed against it and of monovalent Fab-fragments produced from them. The ER membrane contains at least as many molecules of the 34 K membrane protein as bound ribosomes. The protein can be detected immunologically in tissues of various organisms, indicating an universal function.     

Exploring the therapeutic potential of benzothiazine-pyrazole hybrid molecules against alpha-glucosidase: Pharmacological and molecular modelling based approach

Diabetes mellitus (DM) is a metabolic disorder and a significant health problem all over the world. The current study elucidates the inhibitory potentials of the benzothiazine-pyrazole hybrid series against the α-Glucosidase enzyme. The molecular docking was employed to determine the binding affinity of synthetic compounds (ligands) with α-Glucosidase enzyme (receptor) active sites via the molecular operating environment (MOE). The molecular docking analysis revealed the best inhibitory interaction between certain synthetic compounds and the enzyme's active sites (α-Glucosidase). These compounds were further examined for drug-like properties, which necessarily validate the use of the compound as a drug. Then selected compounds were subjected to in vitro analysis to find the inhibitory potential with minimal dose. All compounds were docked into the active sites with the best binding pose and low rmsd values. The anti-diabetic analysis revealed that compound ST3 is more active against α-Glucosidase with IC₅₀ values 5.8 µM as compared to acarbose which is 58.8 µM. The present study exhibited compound 2c has a high proficiency in lowering blood glucose levels compared to acarbose. This study strengthened the scope of designing/synthesizing these benzothiazine-pyrazole hybrid molecules as anti-diabetic drug molecules in the pharmaceutical industry.     

Synaptic signalling in cerebellar plasticity

A major goal of learning and memory research is to correlate the function of molecules with the behaviour of organisms. The beautiful laminar structure of the cerebellar cortex lends itself to the study of synaptic plasticity, because its clearly defined patterns of neurons and their synapses form circuits that have been implicated in simple motor behaviour paradigms. The best understood in terms of molecular mechanism is the parallel fibre-Purkinje cell synapse, where presynaptic long-term potentiation and postsynaptic long-term depression and potentiation finely tune cerebellar output. Our understanding of these forms of plasticity has mostly come from the electrophysiological and behavioural analysis of knockout mutant mice, but more recently the knock-in of synaptic molecules with mutated phosphorylation sites and binding domains has provided more detailed insights into the signalling events. The present review details the major forms of plasticity in the cerebellar cortex, with particular attention to the membrane trafficking and intracellular signalling responsible. This overview of the current literature suggests it will not be long before the involvement of the cerebellum in certain motor behaviours is fully explained in molecular terms.     

Current status and emerging role of glutathione in food grade lactic acid bacteria

ABSTRACT: Lactic acid bacteria (LAB) have taken centre stage in perspectives of modern fermented food industry and probiotic based therapeutics. These bacteria encounter various stress conditions during industrial processing or in the gastrointestinal environment. Such conditions are overcome by complex molecular assemblies capable of synthesizing and/or metabolizing molecules that play a specific role in stress adaptation. Thiols are important class of molecules which contribute towards stress management in cell. Glutathione, a low molecular weight thiol antioxidant distributed widely in eukaryotes and Gram negative organisms, is present sporadically in Gram positive bacteria. However, new insights on its occurrence and role in the latter group are coming to light. Some LAB and closely related Gram positive organisms are proposed to possess glutathione synthesis and/or utilization machinery. Also, supplementation of glutathione in food grade LAB is gaining attention for its role in stress protection and as a nutrient and sulfur source. Owing to the immense benefits of glutathione, its release by probiotic bacteria could also find important applications in health improvement. This review presents our current understanding about the status of glutathione and its role as an exogenously added molecule in food grade LAB and closely related organisms.     

When specialized sites are important for synapsis and the distribution of crossovers

In C. elegans and D. melanogaster, specialized sites have an important role in meiotic recombination. Recent evidence has shown that these sites in C. elegans have a role in synapsis. Here we compare the initiation of synapsis in organisms with specialized sites and those without. We propose that, early in prophase, synapsis requires an initiator to overcome inhibitory factors that function to prevent synaptonemal complex (SC) formation between nonhomologous sequences. These initiators of SC formation can be stimulated by crossover sites, possibly other types of recombination sites and also specialized sites where recombination does not occur.     

Spiroindolines identify the vesicular acetylcholine transporter as a novel target for insecticide action

The efficacy of all major insecticide classes continues to be eroded by the development of resistance mediated, in part, by selection of alleles encoding insecticide insensitive target proteins. The discovery of new insecticide classes acting at novel protein binding sites is therefore important for the continued protection of the food supply from insect predators, and of human and animal health from insect borne disease. Here we describe a novel class of insecticides (Spiroindolines) encompassing molecules that combine excellent activity against major agricultural pest species with low mammalian toxicity. We confidently assign the vesicular acetylcholine transporter as the molecular target of Spiroindolines through the combination of molecular genetics in model organisms with a pharmacological approach in insect tissues. The vesicular acetylcholine transporter can now be added to the list of validated insecticide targets in the acetylcholine signalling pathway and we anticipate that this will lead to the discovery of novel molecules useful in sustaining agriculture. In addition to their potential as insecticides and nematocides, Spiroindolines represent the only other class of chemical ligands for the vesicular acetylcholine transporter since those based on the discovery of vesamicol over 40 years ago, and as such, have potential to provide more selective tools for PET imaging in the diagnosis of neurodegenerative disease. They also provide novel biochemical tools for studies of the function of this protein family.     

Structure based discovery of small molecule suppressors targeting bacterial lysozyme inhibitors

The production of lysozyme inhibitors, competitively binding to the lysozyme active site, is a bacterial strategy to prevent the lytic activity of host lysozymes. Therefore, suppression of the lysozyme–inhibitor interaction is an interesting new approach for drug development since restoration of the bacterial lysozyme sensitivity will support bacterial clearance from the infected sites. Using molecular modelling techniques the interaction of the Salmonella PliC inhibitor with c-type lysozyme was studied and a protein–protein interaction based pharmacophore model was created. This model was used as a query to identify molecules, with potential affinity for the target, and subsequently, these molecules were filtered using molecular docking. The retained molecules were validated as suppressors of lysozyme inhibitory proteins using in vitro experiments revealing four active molecules.     

Homologues of human macrophage migration inhibitory factor from a parasitic nematode. Gene cloning,protein activity,and crystal structure

Cytokines are the molecular messengers of the vertebrate immune system, coordinating the local and systemic immune responses to infective organisms. We report here functional and structural data on cytokine-like proteins from a eukaryotic pathogen. Two homologues of the human cytokine macrophage migration inhibitory factor (MIF) have been isolated from the parasitic nematode Brugia malayi. Both molecules (Bm-MIF-1 and Bm-MIF-2) show parallel functions to human MIF. They are chemotactic for human monocytes and activate them to produce IL-8, TNF-alpha, and endogenous MIF. The human and nematode MIF homologues share a tautomerase enzyme activity, which is in each case abolished by the mutation of the N-terminal proline residue. The crystal structure of Bm-MIF-2 at 1.8-A resolution has been determined, revealing a trimeric assembly with an inner pore created by beta-stranded sheets from each subunit. Both biological activity and crystal structure reveal remarkable conservation between a human cytokine and its parasite counterpart despite the considerable phylogenetic divide among these organisms. The strength of the similarity implies that MIF-mediated pathways play an important role in nematode immune evasion strategies.     

长时程抑制在学习记忆中的作用及其分子机制的研究进展

长时程抑制(long term depression,LTD)是突触可塑性的重要形式之一,并且与学习记忆存在着密切的关系。近10年有关LTD的研究表明：LTD诱导和维持过程所必需的许多分子在进化上具有高度的保守性,多种细胞膜受体、细胞信号转导通路级联成分、基因表达的转录调节因子与学习记忆的调控有关,这些研究结果为我们阐明脑的正常功能,治疗中枢系统神经疾病,提供了新的线索。     

Focal localization of placental protein 14 toward sites of TCR engagement

TCR signal transduction is amplified by the dynamic accumulation of accessory molecules at APC-T cell contact sites, along with the simultaneous exclusion from these sites of negative regulators, such as certain tyrosine phosphatases and large glycosylated proteins. However, given the general nature of the cytoskeleton-driven clustering mechanism underlying molecular segregation events at the APC-T cell interaction site, the possibility exists that negative regulators might similarly be segregated at these sites. Using fluorescence microscopy, we have demonstrated that placental protein 14 (PP14), a direct T cell inhibitor, focuses toward APC-T cell contact sites in conjunction with conjugate formation. We have further established that the function of PP14 is dependent upon its localization to the sites of TCR triggering, where it negatively regulates T cell activation. Thus, PP14 provides an example of a soluble negative T cell regulator whose inhibitory activity is linked to modulation of the APC-T cell contact site, thereby hindering early events triggered by the TCR.     

RNA templating of molecular assembly and covalent modification patterning in early molecular evolution and modern biosystems

The Direct RNA Template (DRT) hypothesis proposes that an early stage of genetic code evolution involved RNA molecules acting as stereochemical recognition templates for assembly of specific amino acids in sequence-ordered arrays, providing a framework for directed covalent peptide bond formation. It is hypothesized here that modern biological precedents may exist for RNA-based structural templating with functional analogies to hypothetical DRT systems. Beyond covalent molecular assembly, an extension of the DRT concept can include RNA molecules acting as dynamic structural template guides for the specific non-covalent assembly of multi-subunit complexes, equivalent to structural assembly chaperones. However, despite numerous precedents for RNA molecules acting as scaffolds for protein complexes, true RNA-mediated assembly chaperoning appears to be absent in modern biosystems. Another level of function with parallels to a DRT system is possible if RNA structural motifs dynamically guided specific patterns of catalytic modifications within multiple target sites in a pre-formed polymer or macromolecular complex. It is suggested that this type of structural RNA templating could logically play a functional role in certain areas of biology, one of which is the glycome of complex organisms. If any such RNA templating processes are shown to exist, they would share no necessary evolutionary relationships with events during early molecular evolution, but may promote understanding of the practical limits of biological RNA functions now and in the ancient RNA World. Awareness of these formal possibilities may also assist in the current search for functions of extensive non-coding RNAs in complex organisms, or for efforts towards artificial rendering of DRT systems.     

Molecular basis of angiotensin- and thrombin-induced endothelium-independent vasoconstriction and proliferation

Summary In this report we describe our own attempt to explain the similarity of some effects of unique endogenous bioregulators such as angiotensin and thrombin at the molecular level. We also briefly review the cellular effects and signalling pathways of these molecules. Recent studies indicate that thrombin displays two opposing vascular effects: endothelium-dependent relaxation and endothelium-independent vasoconstriction. However, it should be noted that this enzyme possesses both vasocontractile and growth-stimulating activities which are similar to those of angiotensin. To examine a molecular basis for the functional duality of thrombin and similarity with angiotensin-induced effects, we analyzed the thrombin sequence and 3D structure. We found that (i) segment 84–135 of thrombin includes two angiotensin-like sites, which contain the repeats of the Tyr-Ile-His-Pro sequence and are identical to the functionally important fragment of angiotensin; and (ii) the thrombin 68–150 domain resembles the C-terminal tail of the macrophage migration inhibitory factor (MIF): five of the eight residues in angiotensin (Asp-Arg-Val-Tyr-Ile) are identical to fragment 94–98 of this one. Thus, angiotensin shares a surprisingly high degree of structural homology with both these molecules. We anticipated that angiotensin-like sites of thrombin (fragments 86–95 and 117–127) might be responsible for its vascular and growth-promoting activities on vascular smooth muscle cells. Taken together, the data obtained from a comparative analysis of thrombin, angiotensin and macrophage migration inhibitory factor-induced effects enable us to reveal the regulatory responsible domain of the enzyme and may prove useful for drug design.     

Serpins Flex Their Muscle: I. PUTTING THE CLAMPS ON PROTEOLYSIS IN DIVERSE BIOLOGICAL SYSTEMS*

Serpins compose the largest superfamily of peptidase inhibitors and are well known as regulators of hemostasis and thrombolysis. Studies using model organisms, from plants to vertebrates, now show that serpins and their unique inhibitory mechanism and conformational flexibility are exploited to control proteolysis in molecular pathways associated with cell survival, development, and host defense. In addition, an increasing number of non-inhibitory serpins are emerging as important elements within a diversity of biological systems by serving as chaperones, hormone transporters, or anti-angiogenic factors.     

Intracellular antibody capture: A molecular biology approach to inhibitors of protein–protein interactions

Many proteins of interest in basic biology, translational research studies and for clinical targeting in diseases reside inside the cell and function by interacting with other macromolecules. Protein complexes control basic processes such as development and cell division but also abnormal cell growth when mutations occur such as found in cancer. Interfering with protein–protein interactions is an important aspiration in both basic and disease biology but small molecule inhibitors have been difficult and expensive to isolate. Recently, we have adapted molecular biology techniques to develop a simple set of protocols for isolation of high affinity antibody fragments (in the form of single VH domains) that function within the reducing environment of higher organism cells and can bind to their target molecules. The method called Intracellular Antibody Capture (IAC) has been used to develop inhibitory anti-RAS and anti-LMO2 single domains that have been used for target validation of these antigens in pre-clinical cancer models and illustrate the efficacy of the IAC approach to generation of drug surrogates. Future use of inhibitory VH antibody fragments as drugs in their own right (we term these macrodrugs to distinguish them from small molecule drugs) requires their delivery to target cells in vivo but they can also be templates for small molecule drug development that emulate the binding sites of the antibody fragments. This article is part of a Special Issue entitled: Recent advances in molecular engineering of antibody.